CINXE.COM

The Association of Solar Ultraviolet B (UVB) with Reducing Risk of Cancer: Multifactorial Ecologic Analysis of Geographic Variation in Age-adjusted Cancer Mortality Rates | Anticancer Research

<!DOCTYPE html> <html lang="en" dir="ltr" xmlns="http://www.w3.org/1999/xhtml" xmlns:mml="http://www.w3.org/1998/Math/MathML"> <head prefix="og: http://ogp.me/ns# article: http://ogp.me/ns/article# book: http://ogp.me/ns/book#" > <!--[if IE]><![endif]--> <link rel="dns-prefetch" href="//cdn.jsdelivr.net" /> <link rel="dns-prefetch" href="//cdn.foxycart.com" /> <link rel="dns-prefetch" href="//scholar.google.com" /> <meta http-equiv="Content-Type" content="text/html; charset=utf-8" /> <meta name="Generator" content="Drupal 7 (http://drupal.org)" /> <link rel="canonical" href="https://ar.iiarjournals.org/content/26/4A/2687" /> <link rel="alternate" type="application/pdf" title="Full Text (PDF)" href="/content/26/4A/2687.full.pdf" /> <meta name="issue_cover_image" content="https://ar.iiarjournals.org/sites/default/files/highwire/default/covers/acr_default_cover_0.gif" /> <meta name="type" content="article" /> <meta name="category" content="research-article" /> <meta name="HW.identifier" content="/anticanres/26/4A/2687.atom" /> <meta name="HW.pisa" content="anticanres;26/4A/2687" /> <meta name="DC.Format" content="text/html" /> <meta name="DC.Language" content="en" /> <meta name="DC.Title" content="The Association of Solar Ultraviolet B (UVB) with Reducing Risk of Cancer: Multifactorial Ecologic Analysis of Geographic Variation in Age-adjusted Cancer Mortality Rates" /> <meta name="DC.Date" content="2006-07-01" /> <meta name="DC.Publisher" content="International Institute of Anticancer Research" /> <meta name="DC.Rights" content="Copyright漏 2006 International Institute of Anticancer Research (Dr. John G. Delinassios), All rights reserved" /> <meta name="DC.AccessRights" content="restricted" /> <meta name="DC.Description" content="Background: Solar ultraviolet B (UVB) irradiance and vitamin D are associated with reduced cancer mortality rates. However, the previous ecologic study of UVB and cancer mortality rates in the U.S. (Grant, 2002) did not include other risk factors in the analysis. Materials and Methods: An ecologic study was performed using age-adjusted annual mortality rates for Caucasian Americans for 1950-69 and 1970-94, along with state-averaged values for selected years for alcohol consumption, Hispanic heritage, lung cancer (as a proxy for smoking), poverty, degree of urbanization and UVB in multiple regression analyses. Results: Models were developed that explained much of the variance in cancer mortality rates, with stronger correlations for the earlier period. Fifteen types of cancer were inversely-associated with UVB. In the earlier period, most of the associations of cancer death rates with alcohol consumption (nine), Hispanic heritage (six), the proxy for smoking (ten), urban residence (seven) and poverty (inverse for eight) agreed well with the literature. Conclusion: These results provide additional support for the hypothesis that solar UVB, through photosynthesis of vitamin D, is inversely-associated with cancer mortality rates, and that various other cancer risk-modifying factors do not detract from this link. It is thought that sun avoidance practices after 1980, along with improved cancer treatment, led to reduced associations in the latter period. The results regarding solar UVB should be studied further with additional observational and intervention studies of vitamin D indices and cancer incidence, mortality and survival rates." /> <meta name="DC.Contributor" content="WILLIAM B. GRANT" /> <meta name="DC.Contributor" content="CEDRIC F. GARLAND" /> <meta name="article:published_time" content="2006-07-01" /> <meta name="citation_title" content="The Association of Solar Ultraviolet B (UVB) with Reducing Risk of Cancer: Multifactorial Ecologic Analysis of Geographic Variation in Age-adjusted Cancer Mortality Rates" /> <meta name="citation_abstract" lang="en" content="&lt;p&gt;Background: Solar ultraviolet B (UVB) irradiance and vitamin D are associated with reduced cancer mortality rates. However, the previous ecologic study of UVB and cancer mortality rates in the U.S. (Grant, 2002) did not include other risk factors in the analysis. Materials and Methods: An ecologic study was performed using age-adjusted annual mortality rates for Caucasian Americans for 1950-69 and 1970-94, along with state-averaged values for selected years for alcohol consumption, Hispanic heritage, lung cancer (as a proxy for smoking), poverty, degree of urbanization and UVB in multiple regression analyses. Results: Models were developed that explained much of the variance in cancer mortality rates, with stronger correlations for the earlier period. Fifteen types of cancer were inversely-associated with UVB. In the earlier period, most of the associations of cancer death rates with alcohol consumption (nine), Hispanic heritage (six), the proxy for smoking (ten), urban residence (seven) and poverty (inverse for eight) agreed well with the literature. Conclusion: These results provide additional support for the hypothesis that solar UVB, through photosynthesis of vitamin D, is inversely-associated with cancer mortality rates, and that various other cancer risk-modifying factors do not detract from this link. It is thought that sun avoidance practices after 1980, along with improved cancer treatment, led to reduced associations in the latter period. The results regarding solar UVB should be studied further with additional observational and intervention studies of vitamin D indices and cancer incidence, mortality and survival rates.&lt;/p&gt;" /> <meta name="citation_journal_title" content="Anticancer Research" /> <meta name="citation_publisher" content="International Institute of Anticancer Research" /> <meta name="citation_publication_date" content="2006/07/01" /> <meta name="citation_mjid" content="anticanres;26/4A/2687" /> <meta name="citation_id" content="26/4A/2687" /> <meta name="citation_public_url" content="https://ar.iiarjournals.org/content/26/4A/2687" /> <meta name="citation_abstract_html_url" content="https://ar.iiarjournals.org/content/26/4A/2687.abstract" /> <meta name="citation_full_html_url" content="https://ar.iiarjournals.org/content/26/4A/2687.full" /> <meta name="citation_pdf_url" content="https://ar.iiarjournals.org/content/anticanres/26/4A/2687.full.pdf" /> <meta name="citation_issn" content="0250-7005" /> <meta name="citation_issn" content="1791-7530" /> <meta name="citation_pmid" content="16886679" /> <meta name="citation_volume" content="26" /> <meta name="citation_issue" content="4A" /> <meta name="citation_article_type" content="Research Article" /> <meta name="citation_firstpage" content="2687" /> <meta name="citation_lastpage" content="2699" /> <meta name="citation_author" content="WILLIAM B. GRANT" /> <meta name="citation_author_email" content="wgrant@sunarc.org" /> <meta name="citation_author" content="CEDRIC F. GARLAND" /> <meta name="twitter:title" content="The Association of Solar Ultraviolet B (UVB) with Reducing Risk of Cancer: Multifactorial Ecologic Analysis of Geographic Variation in Age-adjusted Cancer Mortality Rates" /> <meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:image" content="https://ar.iiarjournals.org/sites/default/files/highwire/default/covers/acr_default_cover_0.gif" /> <meta name="twitter:description" content="Background: Solar ultraviolet B (UVB) irradiance and vitamin D are associated with reduced cancer mortality rates. However, the previous ecologic study of UVB and cancer mortality rates in the U.S. (Grant, 2002) did not include other risk factors in the analysis. Materials and Methods: An ecologic study was performed using age-adjusted annual mortality rates for Caucasian Americans for 1950-69 and 1970-94, along with state-averaged values for selected years for alcohol consumption, Hispanic heritage, lung cancer (as a proxy for smoking), poverty, degree of urbanization and UVB in multiple regression analyses. Results: Models were developed that explained much of the variance in cancer mortality rates, with stronger correlations for the earlier period. Fifteen types of cancer were inversely-associated with UVB. In the earlier period, most of the associations of cancer death rates with alcohol consumption (nine), Hispanic heritage (six), the proxy for smoking (ten), urban residence (seven) and poverty (inverse for eight) agreed well with the literature. Conclusion: These results provide additional support for the hypothesis that solar UVB, through photosynthesis of vitamin D, is inversely-associated with cancer mortality rates, and that various other cancer risk-modifying factors do not detract from this link. It is thought that sun avoidance practices after 1980, along with improved cancer treatment, led to reduced associations in the latter period. The results regarding solar UVB should be studied further with additional observational and intervention studies of vitamin D indices and cancer incidence, mortality and survival rates." /> <meta name="og-title" property="og:title" content="The Association of Solar Ultraviolet B (UVB) with Reducing Risk of Cancer: Multifactorial Ecologic Analysis of Geographic Variation in Age-adjusted Cancer Mortality Rates" /> <meta name="og-url" property="og:url" content="https://ar.iiarjournals.org/content/26/4A/2687" /> <meta name="og-site-name" property="og:site_name" content="Anticancer Research" /> <meta name="og-description" property="og:description" content="Background: Solar ultraviolet B (UVB) irradiance and vitamin D are associated with reduced cancer mortality rates. However, the previous ecologic study of UVB and cancer mortality rates in the U.S. (Grant, 2002) did not include other risk factors in the analysis. Materials and Methods: An ecologic study was performed using age-adjusted annual mortality rates for Caucasian Americans for 1950-69 and 1970-94, along with state-averaged values for selected years for alcohol consumption, Hispanic heritage, lung cancer (as a proxy for smoking), poverty, degree of urbanization and UVB in multiple regression analyses. Results: Models were developed that explained much of the variance in cancer mortality rates, with stronger correlations for the earlier period. Fifteen types of cancer were inversely-associated with UVB. In the earlier period, most of the associations of cancer death rates with alcohol consumption (nine), Hispanic heritage (six), the proxy for smoking (ten), urban residence (seven) and poverty (inverse for eight) agreed well with the literature. Conclusion: These results provide additional support for the hypothesis that solar UVB, through photosynthesis of vitamin D, is inversely-associated with cancer mortality rates, and that various other cancer risk-modifying factors do not detract from this link. It is thought that sun avoidance practices after 1980, along with improved cancer treatment, led to reduced associations in the latter period. The results regarding solar UVB should be studied further with additional observational and intervention studies of vitamin D indices and cancer incidence, mortality and survival rates." /> <meta name="og-type" property="og:type" content="article" /> <meta name="og-image" property="og:image" content="https://ar.iiarjournals.org/sites/default/files/highwire/default/covers/acr_default_cover_0.gif" /> <link rel="shortlink" href="/node/7576" /> <link rel="shortcut icon" href="https://ar.iiarjournals.org/sites/default/files/images/favicon.ico" type="image/vnd.microsoft.icon" /> <meta name="viewport" content="width=device-width, initial-scale=1" /> <title>The Association of Solar Ultraviolet B (UVB) with Reducing Risk of Cancer: Multifactorial Ecologic Analysis of Geographic Variation in Age-adjusted Cancer Mortality Rates | Anticancer Research</title> <link type="text/css" rel="stylesheet" href="/sites/default/files/advagg_css/css__QEy_BpbtMcsqv3xURK855GSs2fFjOibU10yA758Mn4c__NucWi_bEk5E3BNVDtTt2nhiPtE1A5I24YwRDQ2fojJ0__M8F9fri-b1QX8RwJbNRiWvN_bqCXCQEG9-9ZZDMJpyg.css" media="all" /> <link type="text/css" rel="stylesheet" href="//cdn.jsdelivr.net/qtip2/2.2.1/jquery.qtip.min.css" media="all" /> <link type="text/css" rel="stylesheet" href="/sites/default/files/advagg_css/css__LyOiLFK4fd8DhWJtavED_51v93g0C5uoBLnEvIxgQ-o__gtM5qunHvjDk9WKf5PN_Jvx9OzZNSINDUSxztvCxw_E__M8F9fri-b1QX8RwJbNRiWvN_bqCXCQEG9-9ZZDMJpyg.css" media="all" /> <style type="text/css" media="all"> /* <![CDATA[ */ #sliding-popup.sliding-popup-bottom,#sliding-popup.sliding-popup-bottom .eu-cookie-withdraw-banner,.eu-cookie-withdraw-tab{background:#0779bf}#sliding-popup.sliding-popup-bottom.eu-cookie-withdraw-wrapper{background:transparent}#sliding-popup .popup-content #popup-text h1,#sliding-popup .popup-content #popup-text h2,#sliding-popup .popup-content #popup-text h3,#sliding-popup .popup-content #popup-text p,.eu-cookie-compliance-secondary-button,.eu-cookie-withdraw-tab{color:#fff !important}.eu-cookie-withdraw-tab{border-color:#fff}.eu-cookie-compliance-more-button{color:#fff !important} /* ]]> */ </style> <!--[if lte IE 7]> <link type="text/css" rel="stylesheet" href="/sites/default/files/advagg_css/css__ElJr3PIJEvw3qLXc1cnYiLj2G4KgDPSXFOfm6Phf8hw__JdWGm15cDWjsK6KrFlQVXQix9YgNeYysf22XZHj-Y-c__M8F9fri-b1QX8RwJbNRiWvN_bqCXCQEG9-9ZZDMJpyg.css" media="all" /> <![endif]--> <link type="text/css" rel="stylesheet" href="/sites/default/files/advagg_css/css__BuoDuzoWcz2CL9-rYVqiOwZYB0s9mtqPm1bLrGHX4Z4__WNptNuPkTJ2rxI9jvljwIQXeYY9GgnsTxhjOkFT4fEY__M8F9fri-b1QX8RwJbNRiWvN_bqCXCQEG9-9ZZDMJpyg.css" media="all" /> <link type="text/css" rel="stylesheet" href="/sites/default/files/advagg_css/css__NezMK8HuuBogcJhi_j7wA9ZpP2HKG3mU78EOOP-1plU__3w2axNic22mHLXKlqSmMAf1YBlV8oU_dFJFUcKN-kvI__M8F9fri-b1QX8RwJbNRiWvN_bqCXCQEG9-9ZZDMJpyg.css" media="all" /> <!--[if (lt IE 9)&(!IEMobile)]> <link type="text/css" rel="stylesheet" href="/sites/default/files/advagg_css/css__XH6bpcI0f2dImc-p674DLCZtWBGb-QwxJK1YexVGtno__vUceGprdo5nIhV6DH93X7fI3r8RcTJbChbas9TQXeW4__M8F9fri-b1QX8RwJbNRiWvN_bqCXCQEG9-9ZZDMJpyg.css" media="all" /> <![endif]--> <!--[if gte IE 9]><!--> <link type="text/css" rel="stylesheet" href="/sites/default/files/advagg_css/css__oWyrHF_mmv3c4PPGrsNSmh5Ub_1TfiuNA2i1_MOafWg__1kTjT7uqr7v6BlTbuE-4U2S8EzyEcBTxZhvp1VjA-qo__M8F9fri-b1QX8RwJbNRiWvN_bqCXCQEG9-9ZZDMJpyg.css" media="all" /> <!--<![endif]--> <!--[if gte IE 9]><!--> <link type="text/css" rel="stylesheet" href="/sites/default/files/advagg_css/css__-Kek3KTto4Kje1mJ9bp_-a_lv0D9QS29NgfFBV-inOY__90wksBfd5YlmG0UjedmGQFn8Ano49PMQRwGgVOM50YE__M8F9fri-b1QX8RwJbNRiWvN_bqCXCQEG9-9ZZDMJpyg.css" media="all" /> <!--<![endif]--> <link type="text/css" rel="stylesheet" href="/sites/default/files/advagg_css/css__uRQCZFXDkpQU7LumpKZsyU3HxtquN7pGN6yH5u0FEh0__iBfm7f9Zjr1nQCVzxlloL1f_WY5-IVR9o7sZ7ib2wp0__M8F9fri-b1QX8RwJbNRiWvN_bqCXCQEG9-9ZZDMJpyg.css" media="all" /> <script type="text/javascript" src="/sites/default/files/advagg_js/js__BShWI0Bj1yPNunY96mdu5LhhXKGhe6T0j5bLG4Re33A__toIaeQSexL2pU3v-qq0II5m42ENHiNNbOt1OxsM-3gs__M8F9fri-b1QX8RwJbNRiWvN_bqCXCQEG9-9ZZDMJpyg.js"></script> <script type="text/javascript" src="//cdn.jsdelivr.net/qtip2/2.2.1/jquery.qtip.min.js"></script> <script type="text/javascript" src="/sites/default/files/advagg_js/js__tYyyy-ZDT34crTMTDjttk58W5PQ5bu0pCZhDKfkrMnI__I1c0MqTE3Bk41WOjzd700omtoDACPuU5yGsU1QJK6wo__M8F9fri-b1QX8RwJbNRiWvN_bqCXCQEG9-9ZZDMJpyg.js"></script> <script type="text/javascript"> <!--//--><![CDATA[//><!-- /*! * yepnope1.5.4 * (c) WTFPL, GPLv2 */ (function(a,b,c){function d(a){return"[object Function]"==o.call(a)}function e(a){return"string"==typeof a}function f(){}function g(a){return!a||"loaded"==a||"complete"==a||"uninitialized"==a}function h(){var a=p.shift();q=1,a?a.t?m(function(){("c"==a.t?B.injectCss:B.injectJs)(a.s,0,a.a,a.x,a.e,1)},0):(a(),h()):q=0}function i(a,c,d,e,f,i,j){function k(b){if(!o&&g(l.readyState)&&(u.r=o=1,!q&&h(),l.onload=l.onreadystatechange=null,b)){"img"!=a&&m(function(){t.removeChild(l)},50);for(var d in y[c])y[c].hasOwnProperty(d)&&y[c][d].onload()}}var j=j||B.errorTimeout,l=b.createElement(a),o=0,r=0,u={t:d,s:c,e:f,a:i,x:j};1===y[c]&&(r=1,y[c]=[]),"object"==a?l.data=c:(l.src=c,l.type=a),l.width=l.height="0",l.onerror=l.onload=l.onreadystatechange=function(){k.call(this,r)},p.splice(e,0,u),"img"!=a&&(r||2===y[c]?(t.insertBefore(l,s?null:n),m(k,j)):y[c].push(l))}function j(a,b,c,d,f){return q=0,b=b||"j",e(a)?i("c"==b?v:u,a,b,this.i++,c,d,f):(p.splice(this.i++,0,a),1==p.length&&h()),this}function k(){var a=B;return a.loader={load:j,i:0},a}var l=b.documentElement,m=a.setTimeout,n=b.getElementsByTagName("script")[0],o={}.toString,p=[],q=0,r="MozAppearance"in l.style,s=r&&!!b.createRange().compareNode,t=s?l:n.parentNode,l=a.opera&&"[object Opera]"==o.call(a.opera),l=!!b.attachEvent&&!l,u=r?"object":l?"script":"img",v=l?"script":u,w=Array.isArray||function(a){return"[object Array]"==o.call(a)},x=[],y={},z={timeout:function(a,b){return b.length&&(a.timeout=b[0]),a}},A,B;B=function(a){function b(a){var a=a.split("!"),b=x.length,c=a.pop(),d=a.length,c={url:c,origUrl:c,prefixes:a},e,f,g;for(f=0;f<d;f++)g=a[f].split("="),(e=z[g.shift()])&&(c=e(c,g));for(f=0;f<b;f++)c=x[f](c);return c}function g(a,e,f,g,h){var i=b(a),j=i.autoCallback;i.url.split(".").pop().split("?").shift(),i.bypass||(e&&(e=d(e)?e:e[a]||e[g]||e[a.split("/").pop().split("?")[0]]),i.instead?i.instead(a,e,f,g,h):(y[i.url]?i.noexec=!0:y[i.url]=1,f.load(i.url,i.forceCSS||!i.forceJS&&"css"==i.url.split(".").pop().split("?").shift()?"c":c,i.noexec,i.attrs,i.timeout),(d(e)||d(j))&&f.load(function(){k(),e&&e(i.origUrl,h,g),j&&j(i.origUrl,h,g),y[i.url]=2})))}function h(a,b){function c(a,c){if(a){if(e(a))c||(j=function(){var a=[].slice.call(arguments);k.apply(this,a),l()}),g(a,j,b,0,h);else if(Object(a)===a)for(n in m=function(){var b=0,c;for(c in a)a.hasOwnProperty(c)&&b++;return b}(),a)a.hasOwnProperty(n)&&(!c&&!--m&&(d(j)?j=function(){var a=[].slice.call(arguments);k.apply(this,a),l()}:j[n]=function(a){return function(){var b=[].slice.call(arguments);a&&a.apply(this,b),l()}}(k[n])),g(a[n],j,b,n,h))}else!c&&l()}var h=!!a.test,i=a.load||a.both,j=a.callback||f,k=j,l=a.complete||f,m,n;c(h?a.yep:a.nope,!!i),i&&c(i)}var i,j,l=this.yepnope.loader;if(e(a))g(a,0,l,0);else if(w(a))for(i=0;i<a.length;i++)j=a[i],e(j)?g(j,0,l,0):w(j)?B(j):Object(j)===j&&h(j,l);else Object(a)===a&&h(a,l)},B.addPrefix=function(a,b){z[a]=b},B.addFilter=function(a){x.push(a)},B.errorTimeout=1e4,null==b.readyState&&b.addEventListener&&(b.readyState="loading",b.addEventListener("DOMContentLoaded",A=function(){b.removeEventListener("DOMContentLoaded",A,0),b.readyState="complete"},0)),a.yepnope=k(),a.yepnope.executeStack=h,a.yepnope.injectJs=function(a,c,d,e,i,j){var k=b.createElement("script"),l,o,e=e||B.errorTimeout;k.src=a;for(o in d)k.setAttribute(o,d[o]);c=j?h:c||f,k.onreadystatechange=k.onload=function(){!l&&g(k.readyState)&&(l=1,c(),k.onload=k.onreadystatechange=null)},m(function(){l||(l=1,c(1))},e),i?k.onload():n.parentNode.insertBefore(k,n)},a.yepnope.injectCss=function(a,c,d,e,g,i){var e=b.createElement("link"),j,c=i?h:c||f;e.href=a,e.rel="stylesheet",e.type="text/css";for(j in d)e.setAttribute(j,d[j]);g||(n.parentNode.insertBefore(e,n),m(c,0))}})(this,document); //--><!]]> </script> <script type="text/javascript"> <!--//--><![CDATA[//><!-- yepnope({ test: Modernizr.matchmedia, nope: '/sites/all/libraries/media-match/media.match.min.js' }); //--><!]]> </script> <script type="text/javascript"> <!--//--><![CDATA[//><!-- document.createElement( "picture" ); //--><!]]> </script> <script type="text/javascript"> <!--//--><![CDATA[//><!-- if(typeof window.MathJax === "undefined") window.MathJax = { menuSettings: { zoom: "Click" } }; //--><!]]> </script> <script type="text/javascript" src="/sites/default/files/advagg_js/js__GM3GJPR36rRIz0TRkjC5OQwrioSyN9aoYRivDhCO_AM__qAl84FcCv2jyN22yFGS5Oc85cjd9zKX6p_cFNLGhe-M__M8F9fri-b1QX8RwJbNRiWvN_bqCXCQEG9-9ZZDMJpyg.js" async="async"></script> <script type="text/javascript" defer="defer" async="async" src="//cdn.foxycart.com/iiar.ecommerce.highwire.org/loader.js"></script> <script type="text/javascript" async="async" src="https://scholar.google.com/scholar_js/casa.js"></script> <script type="text/javascript"> <!--//--><![CDATA[//><!-- jQuery.extend(Drupal.settings,{"basePath":"\/","pathPrefix":"","ajaxPageState":{"theme":"jcore_1","theme_token":"H0GWYAzODhg-MlydqOsZVUbMn_xgl8UcdB_PRnPbYPo","jquery_version":"1.8","css":{"modules\/system\/system.base.css":1,"modules\/system\/system.menus.css":1,"modules\/system\/system.messages.css":1,"modules\/system\/system.theme.css":1,"misc\/ui\/jquery.ui.core.css":1,"misc\/ui\/jquery.ui.theme.css":1,"misc\/ui\/jquery.ui.button.css":1,"misc\/ui\/jquery.ui.resizable.css":1,"misc\/ui\/jquery.ui.dialog.css":1,"misc\/ui\/jquery.ui.tooltip.css":1,"sites\/all\/modules\/contrib\/jquery_update\/replace\/ui\/themes\/base\/minified\/jquery.ui.accordion.min.css":1,"sites\/all\/modules\/contrib\/date\/date_api\/date.css":1,"sites\/all\/modules\/contrib\/date\/date_popup\/themes\/datepicker.1.7.css":1,"modules\/field\/theme\/field.css":1,"sites\/all\/modules\/highwire\/highwire\/highwire_draw\/css\/highwire-draw.css":1,"sites\/all\/modules\/highwire\/highwire\/highwire_folders\/highwire_folders.css":1,"sites\/all\/modules\/highwire\/highwire\/highwire_foxycart\/highwire_foxycart.css":1,"sites\/all\/modules\/highwire\/highwire\/highwire_responsive\/css\/highwire-responsive.css":1,"sites\/all\/modules\/highwire\/highwire\/highwire_saved_searches\/highwire_saved_searches.css":1,"sites\/all\/modules\/highwire\/highwire\/highwire_user\/highwire_user.css":1,"modules\/node\/node.css":1,"sites\/all\/modules\/contrib\/picture\/picture_wysiwyg.css":1,"modules\/search\/search.css":1,"modules\/user\/user.css":1,"sites\/all\/modules\/contrib\/views\/css\/views.css":1,"sites\/all\/modules\/contrib\/ckeditor\/css\/ckeditor.css":1,"sites\/all\/modules\/contrib\/colorbox\/styles\/default\/colorbox_style.css":1,"sites\/all\/modules\/contrib\/ctools\/css\/ctools.css":1,"sites\/all\/modules\/contrib\/foxycart\/foxycart.css":1,"sites\/all\/modules\/highwire\/highwire\/highwire.style.highwire.css":1,"sites\/all\/modules\/highwire\/highwire\/css\/nlm-elements.css":1,"sites\/all\/modules\/contrib\/panels\/css\/panels.css":1,"public:\/\/ctools\/css\/263bfdb18936424f0ade19d6bd885f37.css":1,"sites\/all\/modules\/contrib\/panels_ajax_tab\/css\/panels_ajax_tab.css":1,"sites\/all\/modules\/highwire\/highwire\/highwire.style.markup.css":1,"\/\/cdn.jsdelivr.net\/qtip2\/2.2.1\/jquery.qtip.min.css":1,"sites\/all\/modules\/highwire\/highwire\/plugins\/layouts\/highwire_2col_stacked\/highwire-2col-stacked.css":1,"sites\/all\/modules\/contrib\/forward\/forward.css":1,"sites\/all\/modules\/highwire\/highwire\/plugins\/content_types\/css\/highwire_share_link.css":1,"sites\/all\/modules\/highwire\/highwire\/plugins\/content_types\/css\/highwire_copy_permalink.css":1,"sites\/all\/modules\/highwire\/highwire\/highwire_responsive\/plugins\/styles\/highwire_responsive_toggle\/highwire_responsive_toggle.css.less":1,"sites\/all\/modules\/highwire\/highwire\/plugins\/content_types\/css\/highwire_corrections.css":1,"sites\/all\/modules\/contrib\/nice_menus\/css\/nice_menus.css":1,"sites\/all\/modules\/contrib\/nice_menus\/css\/nice_menus_default.css":1,"sites\/all\/modules\/contrib\/panels\/plugins\/layouts\/onecol\/onecol.css":1,"sites\/all\/modules\/contrib\/eu_cookie_compliance\/css\/eu_cookie_compliance.css":1,"sites\/all\/modules\/highwire\/highwire\/css\/highwire.gtranslate.css":1,"sites\/all\/themes\/highwire\/jcore_1\/css\/userbar-dropdown-menu.css":1,"sites\/all\/modules\/highwire\/highwire\/highwire_theme_tools\/css\/font-hwicons.css":1,"sites\/all\/modules\/highwire\/highwire\/highwire_theme_tools\/css\/font-hwicons-glyphs.css":1,"sites\/all\/modules\/highwire\/highwire\/plugins\/content_types\/css\/highwire_reports_feed.css":1,"sites\/all\/modules\/highwire\/highwire\/css\/highwire-article-citation-list.css":1,"sites\/all\/modules\/highwire\/highwire\/plugins\/content_types\/css\/highwire_citing_links.css":1,"sites\/all\/themes\/highwire\/jcore_1\/eu_cookie_compliance.css":1,"sites\/all\/themes\/highwire\/jcore_1\/css\/font-awesome-ie7.css":1,"sites\/all\/themes\/contrib\/omega\/alpha\/css\/alpha-reset.css":1,"sites\/all\/themes\/contrib\/omega\/alpha\/css\/alpha-mobile.css":1,"sites\/all\/themes\/contrib\/omega\/alpha\/css\/alpha-alpha.css":1,"sites\/all\/themes\/contrib\/omega\/omega\/css\/formalize.css":1,"sites\/all\/themes\/contrib\/omega\/omega\/css\/omega-text.css":1,"sites\/all\/themes\/contrib\/omega\/omega\/css\/omega-branding.css":1,"sites\/all\/themes\/contrib\/omega\/omega\/css\/omega-menu.css":1,"sites\/all\/themes\/contrib\/omega\/omega\/css\/omega-forms.css":1,"sites\/all\/modules\/highwire\/highwire\/css\/highwire-forms.css":1,"sites\/all\/themes\/highwire\/jcore_1\/css\/mobile-reset.css":1,"sites\/all\/themes\/highwire\/jcore_1\/css\/font-awesome.css":1,"sites\/all\/themes\/highwire\/jcore_1\/css\/forms.css":1,"sites\/all\/themes\/highwire\/jcore_1\/css\/global.css":1,"sites\/all\/themes\/highwire\/jcore_1\/css\/jquery-ui-elements.css":1,"sites\/all\/themes\/highwire\/jcore_1\/css\/text.css":1,"sites\/all\/themes\/highwire\/jcore_1\/css\/eletters.css":1,"sites\/all\/themes\/highwire\/jcore_1\/css\/colors.css.less":1,"ie::normal::sites\/all\/themes\/highwire\/jcore_1\/css\/jcore-1-jcore-default.css":1,"ie::normal::sites\/all\/themes\/highwire\/jcore_1\/css\/jcore-1-jcore-default-normal.css":1,"ie::normal::sites\/all\/themes\/highwire\/jcore_1\/css\/grid\/jcore_default\/normal\/jcore-default-normal-30.css":1,"narrow::sites\/all\/themes\/highwire\/jcore_1\/css\/jcore-1-jcore-default.css":1,"narrow::sites\/all\/themes\/highwire\/jcore_1\/css\/jcore-1-jcore-default-narrow.css":1,"sites\/all\/themes\/highwire\/jcore_1\/css\/grid\/jcore_default\/narrow\/jcore-default-narrow-30.css":1,"normal::sites\/all\/themes\/highwire\/jcore_1\/css\/jcore-1-jcore-default.css":1,"normal::sites\/all\/themes\/highwire\/jcore_1\/css\/jcore-1-jcore-default-normal.css":1,"sites\/all\/themes\/highwire\/jcore_1\/css\/grid\/jcore_default\/normal\/jcore-default-normal-30.css":1,"wide::sites\/all\/themes\/highwire\/jcore_1\/css\/jcore-1-jcore-default.css":1,"wide::sites\/all\/themes\/highwire\/jcore_1\/css\/jcore-1-jcore-default-wide.css":1,"sites\/all\/themes\/highwire\/jcore_1\/css\/grid\/jcore_default\/wide\/jcore-default-wide-30.css":1,"sites\/all\/modules\/shared\/jnl_iiar_styles\/css\/jnl_iiar_styles.css.less":1},"js":{"sites\/all\/libraries\/enquire.js\/enquire.min.js":1,"sites\/all\/modules\/highwire\/highwire\/plugins\/content_types\/js\/highwire_panels_ajax_tab.js":1,"sites\/all\/modules\/highwire\/highwire\/plugins\/highwire_markup_process\/js\/highwire_google_scholar_sprinkle.js":1,"sites\/all\/modules\/highwire\/highwire\/plugins\/highwire_markup_process\/js\/highwire_openurl.js":1,"sites\/all\/modules\/highwire\/highwire\/highwire_user\/plugins\/content_types\/js\/highwire_user_salutation.js":1,"sites\/all\/modules\/highwire\/highwire\/highwire_foxycart\/highwire_foxycart.js":1,"sites\/all\/modules\/contrib\/eu_cookie_compliance\/js\/eu_cookie_compliance.js":1,"sites\/all\/libraries\/modernizr\/modernizr.min.js":1,"sites\/all\/modules\/contrib\/jquery_update\/replace\/jquery\/1.8\/jquery.min.js":1,"misc\/jquery-extend-3.4.0.js":1,"misc\/jquery.once.js":1,"misc\/drupal.js":1,"sites\/all\/modules\/contrib\/jquery_update\/replace\/ui\/ui\/minified\/jquery.ui.core.min.js":1,"sites\/all\/modules\/contrib\/jquery_update\/replace\/ui\/ui\/minified\/jquery.ui.widget.min.js":1,"sites\/all\/modules\/contrib\/jquery_update\/replace\/ui\/external\/jquery.cookie.js":1,"sites\/all\/modules\/contrib\/jquery_update\/replace\/misc\/jquery.form.min.js":1,"sites\/all\/modules\/contrib\/jquery_update\/replace\/ui\/ui\/minified\/jquery.ui.button.min.js":1,"sites\/all\/modules\/contrib\/jquery_update\/replace\/ui\/ui\/minified\/jquery.ui.mouse.min.js":1,"sites\/all\/modules\/contrib\/jquery_update\/replace\/ui\/ui\/minified\/jquery.ui.draggable.min.js":1,"sites\/all\/modules\/contrib\/jquery_update\/replace\/ui\/ui\/minified\/jquery.ui.position.min.js":1,"sites\/all\/modules\/contrib\/jquery_update\/replace\/ui\/ui\/minified\/jquery.ui.resizable.min.js":1,"sites\/all\/modules\/contrib\/jquery_update\/replace\/ui\/ui\/minified\/jquery.ui.dialog.min.js":1,"sites\/all\/modules\/contrib\/jquery_update\/replace\/ui\/ui\/minified\/jquery.ui.tooltip.min.js":1,"sites\/all\/libraries\/jquery.bgiframe\/jquery.bgiframe.js":1,"sites\/all\/libraries\/jquery.hoverIntent\/jquery.hoverIntent.js":1,"sites\/all\/libraries\/superfish\/superfish.js":1,"sites\/all\/modules\/contrib\/nice_menus\/js\/nice_menus.js":1,"sites\/all\/modules\/contrib\/jquery_update\/replace\/ui\/ui\/minified\/jquery.ui.accordion.min.js":1,"misc\/ajax.js":1,"sites\/all\/modules\/contrib\/jquery_update\/js\/jquery_update.js":1,"sites\/all\/modules\/highwire\/highwire\/js\/highwire.equal-heights.js":1,"sites\/all\/modules\/highwire\/highwire\/js\/highwire.panels-ajax-tab.js":1,"sites\/all\/libraries\/colorbox\/jquery.colorbox-min.js":1,"sites\/all\/modules\/contrib\/colorbox\/js\/colorbox.js":1,"sites\/all\/modules\/contrib\/colorbox\/styles\/default\/colorbox_style.js":1,"sites\/all\/modules\/contrib\/foxycart\/foxycart.js":1,"sites\/all\/modules\/highwire\/highwire\/highwire_log\/highwire_log.js":1,"sites\/all\/modules\/highwire\/highwire\/highwire_user\/js\/highwire_user_meta.js":1,"sites\/all\/modules\/contrib\/panels_ajax_tab\/js\/panels_ajax_tab.js":1,"sites\/all\/modules\/highwire\/highwire\/plugins\/highwire_markup_process\/js\/highwire_at_symbol.js":1,"\/\/cdn.jsdelivr.net\/qtip2\/2.2.1\/jquery.qtip.min.js":1,"sites\/all\/modules\/highwire\/highwire\/plugins\/highwire_markup_process\/js\/highwire_article_reference_popup.js":1,"misc\/progress.js":1,"sites\/all\/modules\/contrib\/captcha\/captcha.js":1,"misc\/textarea.js":1,"sites\/all\/modules\/highwire\/highwire\/highwire_citation\/plugins\/content_types\/js\/highwire_citation_export.js":1,"sites\/all\/modules\/highwire\/highwire\/plugins\/content_types\/js\/minipanel_dialog_link.js":1,"sites\/all\/modules\/highwire\/highwire\/plugins\/content_types\/js\/highwire_share_dialog.js":1,"sites\/all\/modules\/highwire\/highwire\/plugins\/content_types\/js\/clipboard.min.js":1,"sites\/all\/modules\/highwire\/highwire\/plugins\/content_types\/js\/highwire_clipboard.js":1,"sites\/all\/modules\/contrib\/service_links\/js\/twitter_button.js":1,"sites\/all\/modules\/contrib\/service_links\/js\/facebook_like.js":1,"sites\/all\/modules\/contrib\/service_links\/js\/google_plus_one.js":1,"sites\/all\/modules\/highwire\/highwire\/highwire_responsive\/plugins\/styles\/highwire_responsive_toggle\/highwire_responsive_toggle.js":1,"sites\/all\/modules\/highwire\/highwire\/js\/highwire.gtranslate.js":1,"sites\/all\/modules\/highwire\/highwire\/plugins\/content_types\/js\/highwire_article_nav.js":1,"sites\/all\/modules\/highwire\/highwire\/plugins\/content_types\/js\/highwire_nav_float.js":1,"sites\/all\/modules\/highwire\/highwire\/highwire_search\/plugins\/content_types\/js\/highwire_search_similar_articles.js":1,"sites\/all\/modules\/contrib\/panels_accordion\/js\/panels_accordion.js":1,"sites\/all\/modules\/highwire\/highwire\/js\/highwire.article-citation-access.js":1,"sites\/all\/modules\/highwire\/highwire\/js\/highwire.article-citation-author-tooltip.js":1,"sites\/all\/themes\/highwire\/jcore_1\/js\/theme-scripts.js":1,"sites\/all\/themes\/contrib\/omega\/omega\/js\/jquery.formalize.js":1,"sites\/all\/themes\/contrib\/omega\/omega\/js\/omega-mediaqueries.js":1,"sites\/all\/themes\/contrib\/omega\/omega\/js\/omega-equalheights.js":1,"sites\/all\/modules\/highwire\/highwire\/highwire_responsive\/js\/highwire-mediaqueries.js":1,"sites\/all\/modules\/contrib\/picture\/picturefill2\/picturefill.min.js":1,"sites\/all\/modules\/contrib\/picture\/picture.min.js":1,"\/\/cdn.foxycart.com\/iiar.ecommerce.highwire.org\/loader.js":1,"https:\/\/scholar.google.com\/scholar_js\/casa.js":1}},"colorbox":{"opacity":"0.85","current":"{current} of {total}","previous":"\u00ab Prev","next":"Next \u00bb","close":"Close","maxWidth":"98%","maxHeight":"98%","fixed":true,"mobiledetect":true,"mobiledevicewidth":"480px"},"highwire":{"nid":"7576","apath":"\/anticanres\/26\/4A\/2687.atom","pisa":"anticanres;26\/4A\/2687","ac":{"\/anticanres\/26\/4A\/2687.atom":{"access":{"reprint":true,"abstract":true},"pisa_id":"","apath":"\/anticanres\/26\/4A\/2687.atom","jcode":"anticanres"}},"processed":["highwire_math"],"markup":[{"requested":"long","variant":"abstract","view":"abstract","pisa":"anticanres;26\/4A\/2687"}],"modal_window_width":"560","share_modal_width":"560","share_modal_title":"Share this Article"},"user_uid":0,"customer_email":"","cartstack_siteid":"","foxycart_subdomain":"iiar.ecommerce.highwire.org","foxycart_always_show_cart_link":1,"hw_fc_cookie_domain":".iiarjournals.org","highwire_panel_tabs":[{"panel_name":"jnl_iiar_tab_pdf","panel_ajax_tab":"jnl_iiar_tab_pdf"}],"panel_ajax_tab":{"path":"sites\/all\/modules\/contrib\/panels_ajax_tab"},"instances":"{\u0022highwire_abstract_tooltip\u0022:{\u0022content\u0022:{\u0022text\u0022:\u0022\u0022},\u0022style\u0022:{\u0022tip\u0022:{\u0022width\u0022:20,\u0022height\u0022:20,\u0022border\u0022:1,\u0022offset\u0022:0,\u0022corner\u0022:true},\u0022classes\u0022:\u0022qtip-custom hw-tooltip hw-abstract-tooltip qtip-shadow qtip-rounded\u0022,\u0022classes_custom\u0022:\u0022hw-tooltip hw-abstract-tooltip\u0022},\u0022position\u0022:{\u0022at\u0022:\u0022right center\u0022,\u0022my\u0022:\u0022left center\u0022,\u0022viewport\u0022:true,\u0022adjust\u0022:{\u0022method\u0022:\u0022shift\u0022}},\u0022show\u0022:{\u0022event\u0022:\u0022mouseenter click \u0022,\u0022solo\u0022:true},\u0022hide\u0022:{\u0022event\u0022:\u0022mouseleave \u0022,\u0022fixed\u0022:1,\u0022delay\u0022:\u0022100\u0022}},\u0022highwire_author_tooltip\u0022:{\u0022content\u0022:{\u0022text\u0022:\u0022\u0022},\u0022style\u0022:{\u0022tip\u0022:{\u0022width\u0022:15,\u0022height\u0022:15,\u0022border\u0022:1,\u0022offset\u0022:0,\u0022corner\u0022:true},\u0022classes\u0022:\u0022qtip-custom hw-tooltip hw-author-tooltip qtip-shadow qtip-rounded\u0022,\u0022classes_custom\u0022:\u0022hw-tooltip hw-author-tooltip\u0022},\u0022position\u0022:{\u0022at\u0022:\u0022top center\u0022,\u0022my\u0022:\u0022bottom center\u0022,\u0022viewport\u0022:true,\u0022adjust\u0022:{\u0022method\u0022:\u0022\u0022}},\u0022show\u0022:{\u0022event\u0022:\u0022mouseenter \u0022,\u0022solo\u0022:true},\u0022hide\u0022:{\u0022event\u0022:\u0022mouseleave \u0022,\u0022fixed\u0022:1,\u0022delay\u0022:\u0022100\u0022}},\u0022highwire_reflinks_tooltip\u0022:{\u0022content\u0022:{\u0022text\u0022:\u0022\u0022},\u0022style\u0022:{\u0022tip\u0022:{\u0022width\u0022:15,\u0022height\u0022:15,\u0022border\u0022:1,\u0022mimic\u0022:\u0022top center\u0022,\u0022offset\u0022:0,\u0022corner\u0022:true},\u0022classes\u0022:\u0022qtip-custom hw-tooltip hw-ref-link-tooltip qtip-shadow qtip-rounded\u0022,\u0022classes_custom\u0022:\u0022hw-tooltip hw-ref-link-tooltip\u0022},\u0022position\u0022:{\u0022at\u0022:\u0022bottom left\u0022,\u0022my\u0022:\u0022top left\u0022,\u0022viewport\u0022:true,\u0022adjust\u0022:{\u0022method\u0022:\u0022flip\u0022}},\u0022show\u0022:{\u0022event\u0022:\u0022mouseenter \u0022,\u0022solo\u0022:true},\u0022hide\u0022:{\u0022event\u0022:\u0022mouseleave \u0022,\u0022fixed\u0022:1,\u0022delay\u0022:\u0022100\u0022}}}","qtipDebug":"{\u0022leaveElement\u0022:0}","ajax":{"edit-submit--3":{"callback":"highwire_alerts_login_form_submit","wrapper":"alerts-form-wrapper","event":"click","url":"\/system\/ajax","submit":{"_triggering_element_name":"op","_triggering_element_value":"Submit"}}},"urlIsAjaxTrusted":{"\/system\/ajax":true,"\/content\/26\/4A\/2687":true},"ws_fl":{"width":100,"height":21},"ws_gpo":{"size":"","annotation":"","lang":"","callback":"","width":300},"highwire_search_similar_articles":{"highwire-search-similar-articles-list-1":{"conf":{"context":"requiredcontext_entity:node_1","override_title":1,"override_title_text":"\u003Ci class=\u0022icon-caret-right\u0022\u003E\u003C\/i\u003E Similar Articles","number_per_page":"5","show_pager":0,"more_link_path":"similar\/articles","more_link":1,"empty_message":"No similar articles are available.","citation_style":"jcore_standard","title_type":"prefer_short","title_as_link":0,"display_subtitle":0,"choose_pubdate":"ppubdate","display_markup_snippet":"","display_original_link":0,"display_access_indicator":0,"display_cme_link":0,"display_access_indicator_text":0,"display_highlight_image":"0","display_variants":0,"display_supplements":0,"display_abstract_tooltip":0,"display_author_tooltip":0,"override_title_heading":"h2","citation_settings_source":"citation_manager","citation_manager_wrapper":{"citation_manager_citation":"jcore_list_title_only"},"corpus_config_wrapper":{"corpus_config_citation_context":[]},"cache_enabled":1,"cache_time":"600","short_title_options":{"char_count":"50","add_ellipsis":0},"access_indicator_settings":{"open_access":{"icon":"icon-unlock","title":"Open Access"},"user_access":{"icon":"icon-ok-sign","title":"You have access"},"no_access":{"icon":"icon-lock","title":"Restricted access"}},"pdf_download":{"display_pdf_download":0,"pdf_download_icon":"icon-cloud-download","pdf_download_text":"PDF"},"include_on_behalf":1,"show_mark_citation":0,"display_infotrieve_link":0,"infotrieve_link_settings":{"icon":"icon-usd","link_caption":"Order full text via Infotrieve"},"highlight_image_style":"","featured_image_variant":"large","featured_image_click_image":"colorbox","display_google_scholar_tooltip":1,"display_pubmed_tooltip":1,"display_advanced_search_tooltip":1,"display_author_landing_page_tooltip":1,"display_orcid_tooltip":0,"display_ads_search_tooltip":0,"display_agricola_tooltip":0,"author_site_search_path":"","display_translations":0,"display_translations_text":"","display_translations_text_icon":"","bundle_overrides_checkboxes":{"highwire_book_fragment":{"selector":0},"highwire_news_story":{"selector":0},"highwire_book_edition":{"selector":0},"highwire_article":{"selector":0},"highwire_issue":{"selector":0},"highwire_comment":{"selector":0},"highwire_fragment":{"selector":0},"highwire_book_section":{"selector":0},"highwire_journal":{"selector":0}},"bundle_overrides":{"highwire_book_fragment":{"selector":0,"citation_style":"jcore_title_and_author","cache_enabled":1,"cache_time":"600","title_type":"full","short_title_options":{"char_count":"50","add_ellipsis":0},"title_as_link":0,"display_subtitle":0,"choose_pubdate":"ppubdate","display_markup_snippet":"","highlight_image_toggle":0,"display_original_link":0,"display_access_indicator":"0","access_indicator_settings":{"open_access":{"icon":"icon-unlock","title":"Open Access"},"user_access":{"icon":"icon-ok-sign","title":"You have access"},"no_access":{"icon":"icon-lock","title":"Restricted access"}},"display_variants":0,"display_supplements":0,"pdf_download":{"display_pdf_download":0,"pdf_download_icon":"icon-cloud-download","pdf_download_text":"PDF"},"include_on_behalf":1,"cpath_prefix":"\/content","show_mark_citation":0,"display_infotrieve_link":0,"infotrieve_link_settings":{"icon":"icon-usd","link_caption":"Order full text via Infotrieve"},"display_highlight_image":0,"highlight_image_style":"thumbnail","display_fragment_caption":1,"display_parent_citation":1,"parent_citation_type":"highwire_book_section","parent_citation_settings":{"citation_style":"folio_book_sections_standard","cache_enabled":1,"cache_time":"600","title_type":"full","short_title_options":{"char_count":"50","add_ellipsis":0},"title_as_link":0,"display_subtitle":0,"choose_pubdate":"ppubdate","display_markup_snippet":"","highlight_image_toggle":0,"display_original_link":0,"display_access_indicator":0,"access_indicator_settings":{"open_access":{"icon":"icon-unlock","title":"Open Access"},"user_access":{"icon":"icon-ok-sign","title":"You have access"},"no_access":{"icon":"icon-lock","title":"Restricted access"}},"display_variants":0,"display_supplements":0,"pdf_download":{"display_pdf_download":0,"pdf_download_icon":"icon-cloud-download","pdf_download_text":"PDF"},"include_on_behalf":1,"cpath_prefix":"\/content","show_mark_citation":0,"display_infotrieve_link":0,"infotrieve_link_settings":{"icon":"icon-usd","link_caption":"Order full text via Infotrieve"},"display_highlight_image":0,"highlight_image_style":"","display_abstract_tooltip":0,"display_author_tooltip":0,"display_google_scholar_tooltip":1,"display_pubmed_tooltip":1,"display_advanced_search_tooltip":1,"display_author_landing_page_tooltip":0,"author_site_search_path":"search\/"}},"highwire_news_story":{"selector":0,"citation_style":"mla","cache_enabled":1,"cache_time":"600","title_type":"full","short_title_options":{"char_count":"50","add_ellipsis":0},"title_as_link":0,"display_subtitle":0,"choose_pubdate":"ppubdate","display_markup_snippet":"","highlight_image_toggle":0,"display_original_link":0,"display_access_indicator":0,"access_indicator_settings":{"open_access":{"icon":"icon-unlock","title":"Open Access"},"user_access":{"icon":"icon-ok-sign","title":"You have access"},"no_access":{"icon":"icon-lock","title":"Restricted access"}},"display_variants":0,"display_supplements":0,"pdf_download":{"display_pdf_download":0,"pdf_download_icon":"icon-cloud-download","pdf_download_text":"PDF"},"include_on_behalf":1,"cpath_prefix":"\/content","show_mark_citation":0,"display_infotrieve_link":0,"infotrieve_link_settings":{"icon":"icon-usd","link_caption":"Order full text via Infotrieve"},"display_highlight_image":"0","highlight_image_style":"","featured_image_click_image":"nothing","display_author_tooltip":0,"display_google_scholar_tooltip":0,"display_pubmed_tooltip":0,"display_advanced_search_tooltip":0},"highwire_book_edition":{"selector":0,"citation_style":"folio_books_standard","cache_enabled":1,"cache_time":"600","title_type":"full","short_title_options":{"char_count":"50","add_ellipsis":0},"title_as_link":0,"display_subtitle":0,"choose_pubdate":"ppubdate","display_markup_snippet":"","highlight_image_toggle":0,"display_original_link":0,"display_access_indicator":0,"access_indicator_settings":{"open_access":{"icon":"icon-unlock","title":"Open Access"},"user_access":{"icon":"icon-ok-sign","title":"You have access"},"no_access":{"icon":"icon-lock","title":"Restricted access"}},"display_variants":0,"display_supplements":0,"pdf_download":{"display_pdf_download":0,"pdf_download_icon":"icon-cloud-download","pdf_download_text":"PDF"},"include_on_behalf":1,"cpath_prefix":"\/content","show_mark_citation":0,"display_infotrieve_link":0,"infotrieve_link_settings":{"icon":"icon-usd","link_caption":"Order full text via Infotrieve"},"display_highlight_image":0,"highlight_image_style":"","display_author_tooltip":0,"display_google_scholar_tooltip":1,"display_pubmed_tooltip":1,"display_advanced_search_tooltip":1,"display_author_landing_page_tooltip":1,"display_orcid_tooltip":1,"author_site_search_path":"search\/"},"highwire_article":{"selector":0,"citation_style":"mla","cache_enabled":1,"cache_time":"600","title_type":"full","short_title_options":{"char_count":"50","add_ellipsis":0},"title_as_link":0,"display_subtitle":0,"choose_pubdate":"ppubdate","display_markup_snippet":"","highlight_image_toggle":0,"display_original_link":0,"display_access_indicator":0,"access_indicator_settings":{"open_access":{"icon":"icon-unlock","title":"Open Access"},"user_access":{"icon":"icon-ok-sign","title":"You have access"},"no_access":{"icon":"icon-lock","title":"Restricted access"}},"display_variants":0,"display_supplements":0,"pdf_download":{"display_pdf_download":0,"pdf_download_icon":"icon-cloud-download","pdf_download_text":"PDF"},"include_on_behalf":0,"cpath_prefix":"\/content","show_mark_citation":0,"display_infotrieve_link":0,"infotrieve_link_settings":{"icon":"icon-usd","link_caption":"Order full text via Infotrieve"},"display_highlight_image":"0","highlight_image_style":"","featured_image_variant":"large","featured_image_click_image":"nothing","display_cme_link":0,"display_abstract_tooltip":0,"display_author_tooltip":0,"display_google_scholar_tooltip":1,"display_pubmed_tooltip":1,"display_advanced_search_tooltip":1,"display_author_landing_page_tooltip":1,"display_orcid_tooltip":1,"display_ads_search_tooltip":0,"display_agricola_tooltip":0,"author_site_search_path":"search\/","display_translations":0,"display_translations_text":"Translations Available","display_translations_text_icon":"icon-globe"},"highwire_issue":{"selector":0,"citation_style":"mla","cache_enabled":1,"cache_time":"600","title_type":"full","short_title_options":{"char_count":"50","add_ellipsis":0},"title_as_link":0,"display_subtitle":0,"choose_pubdate":"ppubdate","display_markup_snippet":"","highlight_image_toggle":0,"display_original_link":0,"display_access_indicator":0,"access_indicator_settings":{"open_access":{"icon":"icon-unlock","title":"Open Access"},"user_access":{"icon":"icon-ok-sign","title":"You have access"},"no_access":{"icon":"icon-lock","title":"Restricted access"}},"display_variants":0,"display_supplements":0,"pdf_download":{"display_pdf_download":0,"pdf_download_icon":"icon-cloud-download","pdf_download_text":"PDF"},"include_on_behalf":1,"cpath_prefix":"\/content","show_mark_citation":0,"display_infotrieve_link":0,"infotrieve_link_settings":{"icon":"icon-usd","link_caption":"Order full text via Infotrieve"},"display_highlight_image":0,"highlight_image_style":"","featured_image_click_image":"nothing","display_author_tooltip":0,"display_google_scholar_tooltip":1,"display_pubmed_tooltip":1,"display_advanced_search_tooltip":1,"display_author_landing_page_tooltip":0,"display_orcid_tooltip":1,"author_site_search_path":"search\/"},"highwire_comment":{"selector":0,"citation_style":"highwire_comment","show_title":0,"title_as_link":0,"title_as_link_type":"tab_view","author_format_type":"fullname","author_format_custom":"","author_list_separator":", ","date_format":"(j F Y)","display_comment_body":1,"display_attachment":1,"display_conflict_of_interest":1},"highwire_fragment":{"selector":0,"citation_style":"jcore_title_and_author","cache_enabled":1,"cache_time":"600","title_type":"full","short_title_options":{"char_count":"50","add_ellipsis":0},"title_as_link":0,"display_subtitle":0,"choose_pubdate":"ppubdate","display_markup_snippet":"","highlight_image_toggle":0,"display_original_link":0,"display_access_indicator":"0","access_indicator_settings":{"open_access":{"icon":"icon-unlock","title":"Open Access"},"user_access":{"icon":"icon-ok-sign","title":"You have access"},"no_access":{"icon":"icon-lock","title":"Restricted access"}},"display_variants":0,"display_supplements":0,"pdf_download":{"display_pdf_download":0,"pdf_download_icon":"icon-cloud-download","pdf_download_text":"PDF"},"include_on_behalf":1,"cpath_prefix":"\/content","show_mark_citation":0,"display_infotrieve_link":0,"infotrieve_link_settings":{"icon":"icon-usd","link_caption":"Order full text via Infotrieve"},"display_highlight_image":0,"highlight_image_style":"","display_fragment_caption":1,"fragment_image_settings":{"fragment_image_variant":"medium","fragment_click_image":"colorbox","show_download_links":1},"display_parent_citation":1,"parent_citation_type":"highwire_article","parent_citation_settings":{"citation_style":"mla","cache_enabled":1,"cache_time":"600","title_type":"full","short_title_options":{"char_count":"50","add_ellipsis":0},"title_as_link":0,"display_subtitle":0,"choose_pubdate":"ppubdate","display_markup_snippet":"","highlight_image_toggle":0,"display_original_link":0,"display_access_indicator":0,"access_indicator_settings":{"open_access":{"icon":"icon-unlock","title":"Open Access"},"user_access":{"icon":"icon-ok-sign","title":"You have access"},"no_access":{"icon":"icon-lock","title":"Restricted access"}},"display_variants":0,"display_supplements":0,"pdf_download":{"display_pdf_download":0,"pdf_download_icon":"icon-cloud-download","pdf_download_text":"PDF"},"include_on_behalf":0,"cpath_prefix":"\/content","show_mark_citation":0,"display_infotrieve_link":0,"infotrieve_link_settings":{"icon":"icon-usd","link_caption":"Order full text via Infotrieve"},"display_highlight_image":"0","highlight_image_style":"","featured_image_variant":"large","featured_image_click_image":"nothing","display_cme_link":0,"display_abstract_tooltip":0,"display_author_tooltip":0,"display_google_scholar_tooltip":1,"display_pubmed_tooltip":1,"display_advanced_search_tooltip":1,"display_author_landing_page_tooltip":1,"display_orcid_tooltip":1,"display_ads_search_tooltip":0,"display_agricola_tooltip":0,"author_site_search_path":"search\/","display_translations":0,"display_translations_text":"Translations Available","display_translations_text_icon":"icon-globe"}},"highwire_book_section":{"selector":0,"citation_style":"folio_book_sections_standard","cache_enabled":1,"cache_time":"600","title_type":"full","short_title_options":{"char_count":"50","add_ellipsis":0},"title_as_link":0,"display_subtitle":0,"choose_pubdate":"ppubdate","display_markup_snippet":"","highlight_image_toggle":0,"display_original_link":0,"display_access_indicator":0,"access_indicator_settings":{"open_access":{"icon":"icon-unlock","title":"Open Access"},"user_access":{"icon":"icon-ok-sign","title":"You have access"},"no_access":{"icon":"icon-lock","title":"Restricted access"}},"display_variants":0,"display_supplements":0,"pdf_download":{"display_pdf_download":0,"pdf_download_icon":"icon-cloud-download","pdf_download_text":"PDF"},"include_on_behalf":1,"cpath_prefix":"\/content","show_mark_citation":0,"display_infotrieve_link":0,"infotrieve_link_settings":{"icon":"icon-usd","link_caption":"Order full text via Infotrieve"},"display_highlight_image":0,"highlight_image_style":"","display_abstract_tooltip":0,"display_author_tooltip":0,"display_google_scholar_tooltip":1,"display_pubmed_tooltip":1,"display_advanced_search_tooltip":1,"display_author_landing_page_tooltip":0,"author_site_search_path":"search\/"},"highwire_journal":{"selector":0,"citation_style":"mla","cache_enabled":1,"cache_time":"600","title_type":"full","short_title_options":{"char_count":"50","add_ellipsis":0},"title_as_link":0,"display_subtitle":0,"choose_pubdate":"ppubdate","display_markup_snippet":"","highlight_image_toggle":0,"display_original_link":0,"display_access_indicator":0,"access_indicator_settings":{"open_access":{"icon":"icon-unlock","title":"Open Access"},"user_access":{"icon":"icon-ok-sign","title":"You have access"},"no_access":{"icon":"icon-lock","title":"Restricted access"}},"display_variants":0,"display_supplements":0,"pdf_download":{"display_pdf_download":0,"pdf_download_icon":"icon-cloud-download","pdf_download_text":"PDF"},"include_on_behalf":1,"cpath_prefix":"\/content","show_mark_citation":0,"display_infotrieve_link":0,"infotrieve_link_settings":{"icon":"icon-usd","link_caption":"Order full text via Infotrieve"},"display_highlight_image":0,"highlight_image_style":"","display_author_tooltip":0,"display_google_scholar_tooltip":1,"display_pubmed_tooltip":1,"display_advanced_search_tooltip":1,"display_author_landing_page_tooltip":0,"display_orcid_tooltip":1,"author_site_search_path":"search\/"}},"cpath_prefix":"\/content","ajax_loading_icon_classes":"icon-spinner icon-spin icon-2x","ajax_loading_text":"","highlight_image_toggle":0,"more_link_label":"See more","url_parameters":{"rss":"1","ssource":"mfc","q":"node\/7576"}},"nid":"7576"}},"panels_accordion":{"highwire_article_accordion_container":{"heightStyle":"content","autoHeight":false,"collapsible":0,"region_accordion_id":"highwire_article_accordion_container","active":0,"animated":"slide"}},"color":{"logo":"https:\/\/ar.iiarjournals.org\/sites\/default\/files\/ar-700_wide_0.png"},"HighWireFoxycart":{"link_text":"Add to Cart (%short-price)","link_icon":""},"nice_menus_options":{"delay":800,"speed":"fast"},"eu_cookie_compliance":{"popup_enabled":true,"popup_agreed_enabled":false,"popup_hide_agreed":false,"popup_clicking_confirmation":true,"popup_scrolling_confirmation":false,"popup_html_info":"\u003Cdiv\u003E\n \u003Cdiv class=\u0022popup-content info\u0022\u003E\n \u003Cdiv id=\u0022popup-text\u0022\u003E\n \u003Ch2\u003EWe use cookies on this site to enhance your user experience\u003C\/h2\u003E\u003Cp\u003EBy clicking any link on this page you are giving your consent for us to set cookies.\u003C\/p\u003E \u003C\/div\u003E\n \u003Cdiv id=\u0022popup-buttons\u0022\u003E\n \u003Cbutton type=\u0022button\u0022 role=\u0022dialog\u0022 aria-labelledby=\u0022OK, I agree\u0022\n class=\u0022agree-button eu-cookie-compliance-default-button\u0022\u003EOK, I agree\u003C\/button\u003E\n \u003Cbutton type=\u0022button\u0022 role=\u0022dialog\u0022 aria-labelledby=\u0022More info\u0022\n class=\u0022find-more-button eu-cookie-compliance-more-button\u0022\u003EMore info\u003C\/button\u003E\n \u003C\/div\u003E\n \u003C\/div\u003E\n\u003C\/div\u003E","use_mobile_message":false,"mobile_popup_html_info":"\u003Cdiv\u003E\n \u003Cdiv class=\u0022popup-content info\u0022\u003E\n \u003Cdiv id=\u0022popup-text\u0022\u003E\n \u003C\/div\u003E\n \u003Cdiv id=\u0022popup-buttons\u0022\u003E\n \u003Cbutton type=\u0022button\u0022 role=\u0022dialog\u0022 aria-labelledby=\u0022OK, I agree\u0022\n class=\u0022agree-button eu-cookie-compliance-default-button\u0022\u003EOK, I agree\u003C\/button\u003E\n \u003Cbutton type=\u0022button\u0022 role=\u0022dialog\u0022 aria-labelledby=\u0022More info\u0022\n class=\u0022find-more-button eu-cookie-compliance-more-button\u0022\u003EMore info\u003C\/button\u003E\n \u003C\/div\u003E\n \u003C\/div\u003E\n\u003C\/div\u003E","mobile_breakpoint":"768","popup_html_agreed":"\u003Cdiv\u003E\n \u003Cdiv class=\u0022popup-content agreed\u0022\u003E\n \u003Cdiv id=\u0022popup-text\u0022\u003E\n \u003Ch2\u003EThank you for accepting cookies\u003C\/h2\u003E\u003Cp\u003EYou can now hide this message or find out more about cookies.\u003C\/p\u003E \u003C\/div\u003E\n \u003Cdiv id=\u0022popup-buttons\u0022\u003E\n \u003Cbutton type=\u0022button\u0022 class=\u0022hide-popup-button eu-cookie-compliance-hide-button\u0022\u003EHide\u003C\/button\u003E\n \u003Cbutton type=\u0022button\u0022 class=\u0022find-more-button eu-cookie-compliance-more-button-thank-you\u0022 \u003EMore info\u003C\/button\u003E\n \u003C\/div\u003E\n \u003C\/div\u003E\n\u003C\/div\u003E","popup_use_bare_css":false,"popup_height":"auto","popup_width":"100%","popup_delay":1000,"popup_link":"\/help\/cookie-policy","popup_link_new_window":1,"popup_position":null,"popup_language":"en","store_consent":false,"better_support_for_screen_readers":0,"reload_page":0,"domain":"","popup_eu_only_js":0,"cookie_lifetime":365,"cookie_session":false,"disagree_do_not_show_popup":0,"method":"default","whitelisted_cookies":"","withdraw_markup":"\u003Cbutton type=\u0022button\u0022 class=\u0022eu-cookie-withdraw-tab\u0022\u003EPrivacy settings\u003C\/button\u003E\n\u003Cdiv class=\u0022eu-cookie-withdraw-banner\u0022\u003E\n \u003Cdiv class=\u0022popup-content info\u0022\u003E\n \u003Cdiv id=\u0022popup-text\u0022\u003E\n \u003Ch2\u003EWe use cookies on this site to enhance your user experience\u003C\/h2\u003E\u003Cp\u003EYou have given your consent for us to set cookies.\u003C\/p\u003E \u003C\/div\u003E\n \u003Cdiv id=\u0022popup-buttons\u0022\u003E\n \u003Cbutton type=\u0022button\u0022 class=\u0022eu-cookie-withdraw-button\u0022\u003EWithdraw consent\u003C\/button\u003E\n \u003C\/div\u003E\n \u003C\/div\u003E\n\u003C\/div\u003E\n","withdraw_enabled":false},"highwireResponsive":{"enquire_enabled":1,"breakpoints_configured":1,"breakpoints":{"zero":"all and (min-width: 0px)","xsmall":"all and (min-width: 380px)","narrow":"all and (min-width: 768px) and (min-device-width: 768px), (max-device-width: 800px) and (min-width: 768px) and (orientation:landscape)","normal":"all and (min-width: 980px) and (min-device-width: 980px), all and (max-device-width: 1024px) and (min-width: 1024px) and (orientation:landscape)","wide":"all and (min-width: 1220px)"}},"omega":{"layouts":{"primary":"normal","order":["narrow","normal","wide"],"queries":{"narrow":"all and (min-width: 768px) and (min-device-width: 768px), (max-device-width: 800px) and (min-width: 768px) and (orientation:landscape)","normal":"all and (min-width: 980px) and (min-device-width: 980px), all and (max-device-width: 1024px) and (min-width: 1024px) and (orientation:landscape)","wide":"all and (min-width: 1220px)"}}}}); //--><!]]> </script> <!--[if lt IE 9]><script src="http://html5shiv.googlecode.com/svn/trunk/html5.js"></script><![endif]--> </head> <body class="html not-front not-logged-in page-node page-node- page-node-7576 node-type-highwire-article context-content hw-default-jcode-anticanres hw-article-type-research-article"> <div id="skip-link"> <a href="#main-content" class="element-invisible element-focusable">Skip to main content</a> </div> <div class="page clearfix page-box-shadows footer-borders panels-page panels-layout-jcore_2col" id="page"> <header id="section-header" class="section section-header"> <div id="zone-superheader-wrapper" class="zone-wrapper zone-superheader-wrapper clearfix mobile-only print-hidden"> <div id="zone-superheader" class="zone zone-superheader clearfix mobile-only print-hidden container-30"> <div class="grid-30 region region-superheader" id="region-superheader"> <div class="region-inner region-superheader-inner"> <div class="block block-panels-mini block-responsive-menu block-panels-mini-responsive-menu odd block-without-title" id="block-panels-mini-responsive-menu"> <div class="block-inner clearfix"> <div class="content clearfix"> <div class="panel-display panel-1col clearfix" id="mini-panel-responsive_menu"> <div class="panel-panel panel-col"> <div><div id="unique-id3" class="highwire-responsive-toggle-group"><div class="panel-pane pane-panels-mini pane-responsive-menu-main-menu" > <h2 class="pane-title"><span class="icon-reorder"></span><span class="element-invisible">Main menu</span></h2> <div class="pane-content"> <div class="panel-display panel-1col clearfix" id="mini-panel-responsive_menu_main_menu"> <div class="panel-panel panel-col"> <div><div class="panel-pane pane-menu-tree pane-main-menu" > <div class="pane-content"> <div class="menu-block-wrapper menu-block-ctools-main-menu-1 menu-name-main-menu parent-mlid-main-menu:0 menu-level-1"> <nav class="menubar-nav"><ul class="menu" role="menu"><li class="first leaf menu-mlid-734" role="menuitem"><a href="/" class="" data-icon-position="" data-hide-link-title="0">Home</a></li> <li class="expanded menu-mlid-736" role="menuitem"><a href="/content/current" data-hide-link-title="0" class="" data-icon-position="">Current Issue</a></li> <li class="leaf menu-mlid-738" role="menuitem"><a href="/content/by/year" class="" data-icon-position="" data-hide-link-title="0">Archive</a></li> <li class="expanded menu-mlid-739" role="menuitem"><a href="/content/instructions-authors-2024" data-hide-link-title="0" class="" data-icon-position="">Info for</a><nav class="menubar-nav"><ul class="menu" role="menu"><li class="first leaf menu-mlid-740" role="menuitem"><a href="/content/instructions-authors-2024" class="" data-icon-position="" data-hide-link-title="0">Authors</a></li> <li class="leaf menu-mlid-1535" role="menuitem"><a href="/page/https%3A//ar.iiarjournals.org/content/editorial-policies-2024" data-hide-link-title="0" class="" data-icon-position="">Editorial Policies</a></li> <li class="leaf menu-mlid-742" role="menuitem"><a href="/content/subscriptions" data-hide-link-title="0" class="" data-icon-position="">Subscribers</a></li> <li class="leaf menu-mlid-744" role="menuitem"><a href="/content/information-advertisers" data-hide-link-title="0" class="" data-icon-position="">Advertisers</a></li> <li class="leaf menu-mlid-749" role="menuitem"><a href="/node/61603/" data-hide-link-title="0" class="" data-icon-position="">Editorial Board</a></li> <li class="last leaf menu-mlid-1699" role="menuitem"><a href="/content/special-issues-2025" data-hide-link-title="0" class="" data-icon-position="">Special Issues 2025</a></li> </ul></nav></li> <li class="leaf menu-mlid-1698" role="menuitem"><a href="/content/journal-metrics" data-hide-link-title="0" class="" data-icon-position="">Journal Metrics</a></li> <li class="expanded menu-mlid-1328" role="menuitem"><a href="/feedback" data-hide-link-title="0" title="Other Publications" class="" data-icon-position="">Other Publications</a><nav class="menubar-nav"><ul class="menu" role="menu"><li class="first leaf menu-mlid-1329" role="menuitem"><a href="//iv.iiarjournals.org/" data-hide-link-title="0" title="In Vivo" class="" data-icon-position="">In Vivo</a></li> <li class="leaf menu-mlid-1330" role="menuitem"><a href="//cgp.iiarjournals.org/" data-hide-link-title="0" title="Cancer Genomics &amp; Proteomics" class="" data-icon-position="">Cancer Genomics &amp; Proteomics</a></li> <li class="last leaf menu-mlid-1446" role="menuitem"><a href="http://www.cancerdiagnosisprognosis.org/" data-hide-link-title="0" target="_blank" class="" data-icon-position="">Cancer Diagnosis &amp; Prognosis</a></li> </ul></nav></li> <li class="expanded menu-mlid-750" role="menuitem"><a href="/content/advertising" class="" data-icon-position="" data-hide-link-title="0">More</a><nav class="menubar-nav"><ul class="menu" role="menu"><li class="first leaf menu-mlid-1331" role="menuitem"><a href="https://iiar-anticancer.org/" data-hide-link-title="0" title="IIAR" class="" data-icon-position="">IIAR</a></li> <li class="leaf menu-mlid-1327" role="menuitem"><a href="http://www.iiar-anticancer.org/conference/" data-hide-link-title="0" title="Conferences" class="" data-icon-position="">Conferences</a></li> <li class="last leaf menu-mlid-1326" role="menuitem"><a href="/help/email-alert-change-email" data-hide-link-title="0" title="2008 Nobel Laureates" class="" data-icon-position="">2008 Nobel Laureates</a></li> </ul></nav></li> <li class="last expanded menu-mlid-746" role="menuitem"><a href="/content/general-policy" data-hide-link-title="0" class="" data-icon-position="">About Us</a><nav class="menubar-nav"><ul class="menu" role="menu"><li class="first leaf menu-mlid-747" role="menuitem"><a href="/content/general-policy" data-hide-link-title="0" class="" data-icon-position="">General Policy</a></li> <li class="last leaf menu-mlid-753" role="menuitem"><a href="/feedback" data-hide-link-title="0" title="Contact us" class="" data-icon-position="">Contact</a></li> </ul></nav></li> </ul></nav></div> </div> </div> <div class="panel-separator"></div><div class="panel-pane pane-menu-tree pane-umbrella-menu" > <div class="pane-content"> <div class="menu-block-wrapper menu-block-ctools-umbrella-menu-1 menu-name-umbrella-menu parent-mlid-umbrella-menu:0 menu-level-1"> <nav class="menubar-nav"><ul class="menu" role="menu"><li class="first last expanded menu-mlid-728" role="menuitem"><a href="/" class="" data-icon-position="" data-hide-link-title="0">Other Publications</a><nav class="menubar-nav"><ul class="menu" role="menu"><li class="first leaf menu-mlid-729" role="menuitem"><a href="/" data-hide-link-title="0" class="" data-icon-position="">Anticancer Research</a></li> <li class="leaf menu-mlid-1384" role="menuitem"><a href="//iv.iiarjournals.org/" data-hide-link-title="0" class="" data-icon-position="">In Vivo</a></li> <li class="last leaf menu-mlid-1385" role="menuitem"><a href="//cgp.iiarjournals.org/" data-hide-link-title="0" class="" data-icon-position="">Cancer Genomics &amp; Proteomics</a></li> </ul></nav></li> </ul></nav></div> </div> </div> </div> </div> </div> </div> </div> <div class="panel-pane pane-panels-mini pane-responsive-menu-user-menu" > <h2 class="pane-title"><span class="icon-gear"></span><span class="element-invisible">User menu</span></h2> <div class="pane-content"> <div class="panel-display panel-1col clearfix" id="mini-panel-responsive_menu_user_menu"> <div class="panel-panel panel-col"> <div><div class="panel-pane pane-menu-tree pane-user-menu" > <div class="pane-content"> <div class="menu-block-wrapper menu-block-ctools-user-menu-1 menu-name-user-menu parent-mlid-user-menu:0 menu-level-1"> <nav class="menubar-nav"><ul class="menu" role="menu"><li class="first leaf menu-mlid-762" role="menuitem"><a href="/user/register" class="" data-icon-position="" data-hide-link-title="0">Register</a></li> <li class="leaf menu-mlid-763" role="menuitem"><a href="/" class="" data-icon-position="" data-hide-link-title="0">Subscribe</a></li> <li class="leaf menu-mlid-764" role="menuitem"><a href="/alerts" class="" data-icon-position="" data-hide-link-title="0">My alerts</a></li> <li class="leaf menu-mlid-765" role="menuitem"><a href="/user/login?destination=/content/26/4A/2687" class="" data-icon-position="" data-hide-link-title="0">Log in</a></li> <li class="last leaf menu-mlid-1250" role="menuitem"><a href="/cart" class="link-icon-only link-icon"><span class="icon-shopping-cart"></span> <span class="title element-invisible">My Cart</span></a></li> </ul></nav></div> </div> </div> <div class="panel-separator"></div><div class="panel-pane pane-highwire-user-identities" > <div class="pane-content"> <div class="highwire-user-message" data-separator="|"><span class="highwire-user-institution" data-id-type="institution" data-identity="a%3A2%3A%7Bs%3A4%3A%22show%22%3Bi%3A1%3Bs%3A7%3A%22message%22%3Bs%3A50%3A%22Institution%3A%20%5Bidentity%3Ainstitutional_display_name%5D%22%3B%7D"></span></div> </div> </div> </div> </div> </div> </div> </div> <div class="panel-pane pane-panels-mini pane-responsive-menu-search" > <h2 class="pane-title"><span class="icon-search"></span><span class="element-invisible">Search</span></h2> <div class="pane-content"> <div class="panel-display panel-1col clearfix" id="mini-panel-responsive_menu_search"> <div class="panel-panel panel-col"> <div><div class="panel-pane pane-highwire-seach-qsearch-nocontext" > <div class="pane-content"> <form class="highwire-quicksearch button-style-mini button-style-mini" action="/content/26/4A/2687" method="post" id="highwire-search-qsearch-nocontext-form" accept-charset="UTF-8"><div><div class="form-item form-item-label-invisible form-type-textfield form-item-keywords"> <label class="element-invisible" for="quick_search_header_keywords_1807511513">Search for this keyword </label> <input placeholder="Search..." type="text" id="quick_search_header_keywords_1807511513" name="keywords" value="" size="60" maxlength="128" class="form-text" /> </div> <div class="button-wrapper button-mini"><span class="icon-search"></span><input data-icon-only="1" data-font-icon="icon-search" data-icon-position="after" type="submit" id="quick_search_header_submit_93175808" name="op" value="Search" class="form-submit" /></div><input type="hidden" name="form_build_id" value="form-kEC6sH0YXDR_V5ykQEKCRbj1ixDhs3fWRZtiwKGTwQI" /> <input type="hidden" name="form_id" value="highwire_search_qsearch_nocontext_form" /> </div></form> </div> </div> <div class="panel-separator"></div><div class="panel-pane pane-custom pane-1 highwire-responsive-advanced-search-link pane-menu-tree" > <div class="pane-content"> <ul class="menu"> <li><a href="/search" title="Advanced search">Advanced search</a></li> </ul> </div> </div> </div> </div> </div> </div> </div> </div></div> </div> </div> </div> </div> </div><div class="block block-panels-mini block-hw-small-logo block-panels-mini-hw-small-logo even block-without-title" id="block-panels-mini-hw-small-logo"> <div class="block-inner clearfix"> <div class="content clearfix"> <div class="panel-display panel-1col clearfix" id="mini-panel-hw_small_logo"> <div class="panel-panel panel-col"> <div><div class="panel-pane pane-small-logo" > <div class="pane-content"> <a href="/" class="" data-icon-position="" data-hide-link-title="0"><img src="https://ar.iiarjournals.org/sites/default/files/ar-350_wide.png" alt="Anticancer Research" title="Anticancer Research" /></a> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div><div id="zone-user-wrapper" class="zone-wrapper zone-user-wrapper clearfix zone-wrapper-twotone-bg mobile-hidden print-hidden"> <div id="zone-user" class="zone zone-user clearfix equal-height-container zone-twotone-bg mobile-hidden print-hidden container-30"> <div class="twotone-bg-region twotone-bg-region-first"></div> <div class="twotone-bg-region twotone-bg-region-second"></div> <div class="grid-10 region region-user-first equal-height-element" id="region-user-first"> <div class="region-inner region-user-first-inner"> <div class="block block-nice-menus block-2 block-nice-menus-2 odd block-without-title" id="block-nice-menus-2"> <div class="block-inner clearfix"> <div class="content clearfix user-menu-dropdown"> <nav class="menubar-nav"><ul class="nice-menu nice-menu-down nice-menu-umbrella-menu" id="nice-menu-2" role="menu"><li class="menu-728 menuparent menu-path-front first odd last" role="menuitem"><a href="/" class="" data-icon-position="" data-hide-link-title="0">Other Publications</a><ul role="menu"><li class="menu-729 menu-path-front first odd " role="menuitem"><a href="/" data-hide-link-title="0" class="" data-icon-position="">Anticancer Research</a></li> <li class="menu-1384 menu-path---iviiarjournalsorg- even " role="menuitem"><a href="//iv.iiarjournals.org/" data-hide-link-title="0" class="" data-icon-position="">In Vivo</a></li> <li class="menu-1385 menu-path---cgpiiarjournalsorg- odd last" role="menuitem"><a href="//cgp.iiarjournals.org/" data-hide-link-title="0" class="" data-icon-position="">Cancer Genomics &amp; Proteomics</a></li> </ul></li> </ul></nav> </div> </div> </div> </div> </div><div class="grid-20 region region-user-second equal-height-element" id="region-user-second"> <div class="region-inner region-user-second-inner"> <div class="block block-panels-mini highwire-uid-string block-jnl-iiar-uid-strng block-panels-mini-jnl-iiar-uid-strng odd block-without-title" id="block-panels-mini-jnl-iiar-uid-strng"> <div class="block-inner clearfix"> <div class="content clearfix"> <div class="panel-display panel-1col clearfix" id="mini-panel-jnl_iiar_uid_strng"> <div class="panel-panel panel-col"> <div><div class="panel-pane pane-highwire-user-identities" > <div class="pane-content"> <div class="highwire-user-message" data-separator=" | "><span class="highwire-user-institution" data-id-type="institution" data-identity="a%3A2%3A%7Bs%3A4%3A%22show%22%3Bi%3A1%3Bs%3A7%3A%22message%22%3Bs%3A85%3A%22%3Cspan%20class%3D%22narrow-hidden%22%3EInstitution%3A%20%3C%2Fspan%3E%5Bidentity%3Ainstitutional_display_name%5D%22%3B%7D"></span></div> </div> </div> <div class="panel-pane pane-block pane-system-user-menu links inline pane-system" > <div class="pane-content"> <nav class="menubar-nav"><ul class="menu" role="menu"><li class="first leaf" role="menuitem"><a href="/user/register" class="" data-icon-position="" data-hide-link-title="0">Register</a></li> <li class="leaf" role="menuitem"><a href="/" class="" data-icon-position="" data-hide-link-title="0">Subscribe</a></li> <li class="leaf" role="menuitem"><a href="/alerts" class="" data-icon-position="" data-hide-link-title="0">My alerts</a></li> <li class="leaf" role="menuitem"><a href="/user/login?destination=/content/26/4A/2687" class="" data-icon-position="" data-hide-link-title="0">Log in</a></li> <li class="last leaf" role="menuitem"><a href="/cart" class="link-icon-only link-icon"><span class="icon-shopping-cart"></span> <span class="title element-invisible">My Cart</span></a></li> </ul></nav> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div id="zone-branding" class="zone zone-branding clearfix mobile-hidden print-display-block container-30"> <div class="grid-19 prefix-1 region region-branding print-display-block" id="region-branding"> <div class="region-inner region-branding-inner"> <div class="branding-data clearfix"> <div class="logo-img"> <a href="/" rel="home" class="" data-icon-position="" data-hide-link-title="0"><img alt="Anticancer Research" src="https://ar.iiarjournals.org/sites/default/files/ar-700_wide_0.png" /></a> </div> </div> </div> </div><div class="grid-9 suffix-1 region region-branding-second print-hidden" id="region-branding-second"> <div class="region-inner region-branding-second-inner"> <div class="block block-panels-mini block-jnl-iiar-search-box block-panels-mini-jnl-iiar-search-box odd block-without-title" id="block-panels-mini-jnl-iiar-search-box"> <div class="block-inner clearfix"> <div class="content clearfix"> <div class="panel-display panel-1col clearfix" id="mini-panel-jnl_iiar_search_box"> <div class="panel-panel panel-col"> <div><div class="panel-pane pane-highwire-seach-quicksearch no-margin-bottom" > <div class="pane-content"> <form class="highwire-quicksearch button-style-mini button-style-mini" action="/content/26/4A/2687" method="post" id="highwire-search-quicksearch-form-0" accept-charset="UTF-8"><div><div class="form-item form-item-label-invisible form-type-textfield form-item-keywords"> <label class="element-invisible" for="search_rightsidebar_keywords_457146233">Search for this keyword </label> <input placeholder="search" type="text" id="search_rightsidebar_keywords_457146233" name="keywords" value="" size="60" maxlength="128" class="form-text" /> </div> <div class="button-wrapper button-mini"><span class="icon-search"></span><input data-icon-only="1" data-font-icon="icon-search" data-icon-position="after" type="submit" id="search_rightsidebar_submit_2009112424" name="op" value="Search" class="form-submit" /></div><input type="hidden" name="form_build_id" value="form-pm8awb3c1pcixSeMPu45sWOO7lY1XCMopIIvqjp8FEI" /> <input type="hidden" name="form_id" value="highwire_search_quicksearch_form_0" /> </div></form> </div> </div> <div class="panel-separator"></div><div class="panel-pane pane-custom pane-2" > <div class="pane-content"> <p><a href="/search">Advanced Search</a></p> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div id="zone-menu" class="zone zone-menu clearfix mobile-hidden container-30"> <div class="grid-28 suffix-1 prefix-1 region region-menu main-menu-active-caret" id="region-menu"> <div class="region-inner region-menu-inner region-menu-bg-opaque"> <div class="block block-nice-menus block-1 block-nice-menus-1 odd block-without-title" id="block-nice-menus-1"> <div class="block-inner clearfix"> <div class="content clearfix"> <nav class="menubar-nav"><ul class="nice-menu nice-menu-down nice-menu-main-menu" id="nice-menu-1" role="menu"><li class="menu-734 menu-path-front first odd " role="menuitem"><a href="/" class="" data-icon-position="" data-hide-link-title="0">Home</a></li> <li class="menu-736 menu-path-content-current even " role="menuitem"><a href="/content/current" data-hide-link-title="0" class="" data-icon-position="">Current Issue</a></li> <li class="menu-738 menu-path-content-by-year odd " role="menuitem"><a href="/content/by/year" class="" data-icon-position="" data-hide-link-title="0">Archive</a></li> <li class="menu-739 menuparent menu-path-node-1 even " role="menuitem"><a href="/content/instructions-authors-2024" data-hide-link-title="0" class="" data-icon-position="">Info for</a><ul role="menu"><li class="menu-740 menu-path-node-1 first odd " role="menuitem"><a href="/content/instructions-authors-2024" class="" data-icon-position="" data-hide-link-title="0">Authors</a></li> <li class="menu-1535 menu-path-node-75276 even " role="menuitem"><a href="/page/https%3A//ar.iiarjournals.org/content/editorial-policies-2024" data-hide-link-title="0" class="" data-icon-position="">Editorial Policies</a></li> <li class="menu-742 menu-path-node-3 odd " role="menuitem"><a href="/content/subscriptions" data-hide-link-title="0" class="" data-icon-position="">Subscribers</a></li> <li class="menu-744 menu-path-node-5 even " role="menuitem"><a href="/content/information-advertisers" data-hide-link-title="0" class="" data-icon-position="">Advertisers</a></li> <li class="menu-749 menu-path-node-61603- odd " role="menuitem"><a href="/node/61603/" data-hide-link-title="0" class="" data-icon-position="">Editorial Board</a></li> <li class="menu-1699 menu-path-node-81984 even last" role="menuitem"><a href="/content/special-issues-2025" data-hide-link-title="0" class="" data-icon-position="">Special Issues 2025</a></li> </ul></li> <li class="menu-1698 menu-path-node-81243 odd " role="menuitem"><a href="/content/journal-metrics" data-hide-link-title="0" class="" data-icon-position="">Journal Metrics</a></li> <li class="menu-1328 menuparent menu-path-node-10 even " role="menuitem"><a href="/feedback" data-hide-link-title="0" title="Other Publications" class="" data-icon-position="">Other Publications</a><ul role="menu"><li class="menu-1329 menu-path---iviiarjournalsorg- first odd " role="menuitem"><a href="//iv.iiarjournals.org/" data-hide-link-title="0" title="In Vivo" class="" data-icon-position="">In Vivo</a></li> <li class="menu-1330 menu-path---cgpiiarjournalsorg- even " role="menuitem"><a href="//cgp.iiarjournals.org/" data-hide-link-title="0" title="Cancer Genomics &amp; Proteomics" class="" data-icon-position="">Cancer Genomics &amp; Proteomics</a></li> <li class="menu-1446 menu-path-cancerdiagnosisprognosisorg- odd last" role="menuitem"><a href="http://www.cancerdiagnosisprognosis.org/" data-hide-link-title="0" target="_blank" class="" data-icon-position="">Cancer Diagnosis &amp; Prognosis</a></li> </ul></li> <li class="menu-750 menuparent menu-path-node-9 odd " role="menuitem"><a href="/content/advertising" class="" data-icon-position="" data-hide-link-title="0">More</a><ul role="menu"><li class="menu-1331 menu-path-siiar-anticancerorg- first odd " role="menuitem"><a href="https://iiar-anticancer.org/" data-hide-link-title="0" title="IIAR" class="" data-icon-position="">IIAR</a></li> <li class="menu-1327 menu-path-iiar-anticancerorg-conference- even " role="menuitem"><a href="http://www.iiar-anticancer.org/conference/" data-hide-link-title="0" title="Conferences" class="" data-icon-position="">Conferences</a></li> <li class="menu-1326 menu-path-node-12 odd last" role="menuitem"><a href="/help/email-alert-change-email" data-hide-link-title="0" title="2008 Nobel Laureates" class="" data-icon-position="">2008 Nobel Laureates</a></li> </ul></li> <li class="menu-746 menuparent menu-path-node-7 even last" role="menuitem"><a href="/content/general-policy" data-hide-link-title="0" class="" data-icon-position="">About Us</a><ul role="menu"><li class="menu-747 menu-path-node-7 first odd " role="menuitem"><a href="/content/general-policy" data-hide-link-title="0" class="" data-icon-position="">General Policy</a></li> <li class="menu-753 menu-path-node-10 even last" role="menuitem"><a href="/feedback" data-hide-link-title="0" title="Contact us" class="" data-icon-position="">Contact</a></li> </ul></li> </ul></nav> </div> </div> </div><div class="block block-menu text-right block-menu-social-media block-menu-menu-social-media even block-without-title" id="block-menu-menu-social-media"> <div class="block-inner clearfix"> <div class="content clearfix"> <nav class="menubar-nav"><ul class="menu" role="menu"><li class="first leaf" role="menuitem"><a href="https://www.facebook.com/Anticancer-Research-115717456498174" target="_blank" class="link-icon-only link-icon"><span class="icon-facebook-sign icon-2x"></span> <span class="title element-invisible">Visit us on Facebook</span></a></li> <li class="last leaf" role="menuitem"><a href="https://www.linkedin.com/company/28898783/admin/" target="_blank" class="link-icon-only link-icon"><span class="icon-linkedin-sign icon-2x"></span> <span class="title element-invisible">Follow us on Linkedin</span></a></li> </ul></nav> </div> </div> </div> </div> </div> </div> <div id="zone-header" class="zone zone-header clearfix container-30"> </div> </header> <section id="section-content" class="section section-content"> <div id="zone-content" class="zone zone-content clearfix container-30"> <div class="grid-28 suffix-1 prefix-1 region region-content" id="region-content"> <div class="region-inner region-content-inner"> <a id="main-content"></a> <div class="block block-system block-main block-system-main odd block-without-title" id="block-system-main"> <div class="block-inner clearfix"> <div class="content clearfix"> <div class="panel-display panels-960-layout jcore-2col-layout" > <div class="panel-row-wrapper panel-row-first clearfix"> <div class="top-wrapper"> <div class="panel-panel panel-region-top"> <div class="inside"><div class="panel-pane pane-highwire-article-citation" > <div class="pane-content"> <div class="highwire-article-citation highwire-citation-type-highwire-article node7576--5" data-node-nid="7576" id="top-node-7576--61227838559" data-pisa="anticanres;26/4A/2687" data-pisa-master="anticanres;26/4A/2687" data-apath="/anticanres/26/4A/2687.atom" data-hw-author-tooltip-instance="highwire_author_tooltip"><div class="highwire-cite highwire-cite-highwire-article highwire-citation-jcore-article-title-complete clearfix has-author-tooltip highwire-citation-highwire-article-top-a"> <div class="highwire-cite-overline"><span class="highwire-cite-metadata-article-type highwire-cite-metadata">Research Article</span></div> <div class="highwire-cite-access"><span class="highwire-citation-access highwire-citation-access-check" data-pisa-id="anticanres;26/4A/2687" data-atom-uri="/anticanres/26/4A/2687.atom" data-request-view="full"></span></div> <h1 class="highwire-cite-title" id="page-title">The Association of Solar Ultraviolet B (UVB) with Reducing Risk of Cancer: Multifactorial Ecologic Analysis of Geographic Variation in Age-adjusted Cancer Mortality Rates</h1> <div class="highwire-cite-authors"><span class="highwire-citation-authors"><span class="highwire-citation-author first" data-delta="0">WILLIAM B. GRANT</span> and <span class="highwire-citation-author" data-delta="1">CEDRIC F. GARLAND</span></span></div> <div class="highwire-cite-metadata"><span class="highwire-cite-metadata-journal highwire-cite-metadata">Anticancer Research </span><span class="highwire-cite-metadata-date highwire-cite-metadata">July 2006, </span><span class="highwire-cite-metadata-volume highwire-cite-metadata">26 </span><span class="highwire-cite-metadata-issue highwire-cite-metadata">(4A) </span><span class="highwire-cite-metadata-pages highwire-cite-metadata">2687-2699; </span></div> <div class="highwire-cite-extras"><span class="highwire-foxycart-add-to-cart-ahah highwire-foxycart-add-to-cart-ahah" data-text="Add to Cart (%short-price)" data-apath="/anticanres/26/4A/2687.atom" data-type="link" data-font-icon="" data-parent-id="5426"></span></div> </div> <div id="hw-article-author-popups-top-node-7576--61227838559" style="display: none;"><div class="author-tooltip-0"><div class="author-tooltip-name">WILLIAM B. GRANT </div><ul class="author-tooltip-find-more"><li class="author-tooltip-gs-link first"><a href="/lookup/google-scholar?link_type=googlescholar&amp;gs_type=author&amp;author%5B0%5D=WILLIAM%2BB.%2BGRANT%2B" target="_blank" class="" data-icon-position="" data-hide-link-title="0">Find this author on Google Scholar</a></li><li class="author-tooltip-pubmed-link"><a href="/lookup/external-ref?access_num=GRANT%20WB&amp;link_type=AUTHORSEARCH" target="_blank" class="" data-icon-position="" data-hide-link-title="0">Find this author on PubMed</a></li><li class="author-site-search-link"><a href="/search/author1%3AWILLIAM%2BB.%2BGRANT%2B" rel="nofollow" class="" data-icon-position="" data-hide-link-title="0">Search for this author on this site</a></li><li class="author-corresp-email-link last"><span>For correspondence: <a href="mailto:wgrant@sunarc.org" class="" data-icon-position="" data-hide-link-title="0">wgrant@sunarc.org</a></span></li></ul></div><div class="author-tooltip-1"><div class="author-tooltip-name">CEDRIC F. GARLAND </div><ul class="author-tooltip-find-more"><li class="author-tooltip-gs-link first"><a href="/lookup/google-scholar?link_type=googlescholar&amp;gs_type=author&amp;author%5B0%5D=CEDRIC%2BF.%2BGARLAND%2B" target="_blank" class="" data-icon-position="" data-hide-link-title="0">Find this author on Google Scholar</a></li><li class="author-tooltip-pubmed-link"><a href="/lookup/external-ref?access_num=GARLAND%20CF&amp;link_type=AUTHORSEARCH" target="_blank" class="" data-icon-position="" data-hide-link-title="0">Find this author on PubMed</a></li><li class="author-site-search-link last"><a href="/search/author1%3ACEDRIC%2BF.%2BGARLAND%2B" rel="nofollow" class="" data-icon-position="" data-hide-link-title="0">Search for this author on this site</a></li></ul></div></div></div> </div> </div> </div> </div> </div> </div> <!-- /.panel-row-wrapper --> <div class="panel-row-wrapper clearfix"> <div class="main-content-wrapper grid-17 suffix-1 alpha"> <div class="panel-panel panel-region-content"> <div class="inside"><div class="panel-pane pane-highwire-panel-tabs pane-panels-ajax-tab-tabs" > <div class="pane-content"> <div class="item-list"><ul class="tabs inline panels-ajax-tab"><li class="first"><a href="/content/26/4A/2687" class="panels-ajax-tab-tab" data-panel-name="jnl_iiar_tab_art" data-target-id="highwire_article_tabs" data-entity-context="node:7576" data-trigger="" data-url-enabled="1">Article</a><a href="/panels_ajax_tab/jnl_iiar_tab_art/node:7576/1" rel="nofollow" style="display:none" class="js-crawler-link"></a></li><li><a href="/content/26/4A/2687/tab-article-info" class="panels-ajax-tab-tab" data-panel-name="jnl_iiar_tab_info" data-target-id="highwire_article_tabs" data-entity-context="node:7576" data-trigger="tab-article-info" data-url-enabled="1">Info &amp; Metrics</a><a href="/panels_ajax_tab/jnl_iiar_tab_info/node:7576/1" rel="nofollow" style="display:none" class="js-crawler-link"></a></li><li class="last"><a href="/content/anticanres/26/4A/2687.full.pdf" class="panels-ajax-tab-tab" data-panel-name="jnl_iiar_tab_pdf" data-target-id="highwire_article_tabs" data-entity-context="node:7576" data-trigger="tab-pdf" data-url-enabled="1"><i class="icon-file-alt"></i> PDF</a><a href="/panels_ajax_tab/jnl_iiar_tab_pdf/node:7576/1" rel="nofollow" style="display:none" class="js-crawler-link"></a></li></ul></div> </div> </div> <div class="panel-separator"></div><div class="panel-pane pane-highwire-panel-tabs-container" > <div class="pane-content"> <div data-panels-ajax-tab-preloaded="jnl_iiar_tab_art" id="panels-ajax-tab-container-highwire_article_tabs" class="panels-ajax-tab-container"><div class="panels-ajax-tab-loading" style ="display:none"><img class="loading" src="https://ar.iiarjournals.org/sites/all/modules/contrib/panels_ajax_tab/images/loading.gif" alt="Loading" title="Loading" /></div><div class="panels-ajax-tab-wrap-jnl_iiar_tab_art"><div class="panel-display panel-1col clearfix" > <div class="panel-panel panel-col"> <div><div class="panel-pane pane-highwire-markup" > <div class="pane-content"> <div class="highwire-markup"><div xmlns="http://www.w3.org/1999/xhtml" data-highwire-cite-ref-tooltip-instance="highwire_reflinks_tooltip" class="content-block-markup" xmlns:xhtml="http://www.w3.org/1999/xhtml"><div class="article abstract-view"><span class="highwire-journal-article-marker-start"></span><div class="section abstract" id="abstract-1"><h2>Abstract</h2> <p id="p-1">Background: Solar ultraviolet B (UVB) irradiance and vitamin D are associated with reduced cancer mortality rates. However, the previous ecologic study of UVB and cancer mortality rates in the U.S. (Grant, 2002) did not include other risk factors in the analysis. Materials and Methods: An ecologic study was performed using age-adjusted annual mortality rates for Caucasian Americans for 1950-69 and 1970-94, along with state-averaged values for selected years for alcohol consumption, Hispanic heritage, lung cancer (as a proxy for smoking), poverty, degree of urbanization and UVB in multiple regression analyses. Results: Models were developed that explained much of the variance in cancer mortality rates, with stronger correlations for the earlier period. Fifteen types of cancer were inversely-associated with UVB. In the earlier period, most of the associations of cancer death rates with alcohol consumption (nine), Hispanic heritage (six), the proxy for smoking (ten), urban residence (seven) and poverty (inverse for eight) agreed well with the literature. Conclusion: These results provide additional support for the hypothesis that solar UVB, through photosynthesis of vitamin D, is inversely-associated with cancer mortality rates, and that various other cancer risk-modifying factors do not detract from this link. It is thought that sun avoidance practices after 1980, along with improved cancer treatment, led to reduced associations in the latter period. The results regarding solar UVB should be studied further with additional observational and intervention studies of vitamin D indices and cancer incidence, mortality and survival rates.</p> </div><ul class="kwd-group"><li class="kwd"><a href="/keyword/vitamin-d" class="hw-term hw-article-keyword hw-article-keyword-vitamin-d" rel="nofollow">Vitamin D</a></li><li class="kwd"><a href="/keyword/alcohol" class="hw-term hw-article-keyword hw-article-keyword-alcohol" rel="nofollow">alcohol</a></li><li class="kwd"><a href="/keyword/hispanic" class="hw-term hw-article-keyword hw-article-keyword-hispanic" rel="nofollow">Hispanic</a></li><li class="kwd"><a href="/search/%20text_abstract_title%3Apoverty%20text_abstract_title_flags%3Amatch-phrase%20sort%3Apublication-date" class="hw-term hw-article-keyword hw-article-keyword-poverty" rel="nofollow">poverty</a></li><li class="kwd"><a href="/search/%20text_abstract_title%3Aurbanization%20text_abstract_title_flags%3Amatch-phrase%20sort%3Apublication-date" class="hw-term hw-article-keyword hw-article-keyword-urbanization" rel="nofollow">urbanization</a></li><li class="kwd"><a href="/keyword/smoking" class="hw-term hw-article-keyword hw-article-keyword-smoking" rel="nofollow">smoking</a></li></ul><div class="section fn-group" id="fn-group-1"><h2>Footnotes</h2><ul class="history-list"><li xmlns:hwp="http://schema.highwire.org/Journal" class="received" hwp:start="2005-12-29"><span class="received-label">Received </span>December 29, 2005.</li><li xmlns:hwp="http://schema.highwire.org/Journal" class="accepted" hwp:start="2006-01-10"><span class="accepted-label">Accepted </span>January 10, 2006.</li></ul></div><ul><li class="fn" id="copyright-statement-1">Copyright漏 2006 International Institute of Anticancer Research (Dr. John G. Delinassios), All rights reserved</li></ul><span class="highwire-journal-article-marker-end"></span></div><span class="related-urls"></span></div></div> </div> </div> </div> </div> </div> </div></div> </div> </div> <div class="panel-separator"></div><div class="panel-pane pane-highwire-node-pager" > <div class="pane-content"> <div class="pager highwire-pager pager-mini clearfix highwire-node-pager highwire-article-pager"><span class="pager-prev"><a href="/content/26/4A/2683" title="Expression Analysis of CYP27B1 in Tumor Biopsies and Cell Cultures" rel="prev" class="pager-link-prev link-icon"><span class="icon-circle-arrow-left"></span> <span class="title">Previous</span></a></span><span class="pager-next"><a href="/content/26/4A/2701" title="Antiproliferative Activity of Vitamin D Compounds in Combination with Cytostatics" rel="next" class="pager-link-next link-icon-right link-icon"><span class="title">Next</span> <span class="icon-circle-arrow-right"></span></a></span></div> </div> </div> <div class="panel-separator"></div><div class="panel-pane pane-highwire-back-to-top" > <div class="pane-content"> <a href="#page" class="back-to-top" data-icon-position="" data-hide-link-title="0"><span class="icon-chevron-up"></span> Back to top</a> </div> </div> </div> </div> </div> <div class="sidebar-right-wrapper grid-10 omega"> <div class="panel-panel panel-region-sidebar-right"> <div class="inside"><div class="panel-pane pane-panels-mini pane-jnl-iiar-art-issue pane-style-alt-content" > <h2 class="pane-title">In this issue</h2> <div class="pane-content"> <div class="panel-display panel-1col clearfix" id="mini-panel-jnl_iiar_art_issue"> <div class="panel-panel panel-col"> <div><div class="panel-pane pane-highwire-article-citation" > <div class="pane-content"> <div class="highwire-article-citation highwire-citation-type-highwire-issue node5426" data-node-nid="5426" id="node-5426--21131020641" data-pisa="anticanres;26/4A" data-pisa-master="anticanres;26/4A" data-apath="/anticanres/26/4A.atom"><div class="highwire-cite highwire-cite-highwire-issue highwire-citation-jcore-issue-widget clearfix"> <div class="highwire-cite-highlight"><a href="/content/26/4A" class="highlight-image-linked"><img class="highlight-image" src="https://ar.iiarjournals.org/sites/default/files/styles/medium/public/highwire/default/covers/acr_default_cover_0.gif?itok=tOivawbp" alt="Anticancer Research: 26 (4A)" /></a></div> <div class="highwire-cite-col"> <a href="/content/26/4A" class="highwire-cite-linked-title" data-icon-position="" data-hide-link-title="0"><span class="highwire-cite-title">Anticancer Research</span></a> <div class="highwire-cite-metadata"><span class="highwire-cite-metadata-volume highwire-cite-metadata">Vol. 26</span>, <span class="highwire-cite-metadata-issue highwire-cite-metadata">Issue 4A </span><div class="highwire-cite-metadata-pubdate highwire-cite-metadata">July-August 2006 </div></div> <div class="highwire-cite-extras"><div class='highwire-article-citation-variant-list'><ul class="links variants-list"><li class="toc first"><a href="/content/26/4A.toc" class="highwire-variant-link variant-toc " title="Table of Contents" rel="alternate" type="text/html" data-icon-position="" data-hide-link-title="0">Table of Contents</a></li><li class="tocpdf"><a href="/content/26/4A.toc.pdf" class="highwire-variant-link variant-tocpdf " title="Table of Contents (PDF)" rel="alternate" type="application/pdf" data-icon-position="" data-hide-link-title="0">Table of Contents (PDF)</a></li><li class="index-by-author"><a href="/content/26/4A.index-by-author" class="highwire-variant-link variant-index-by-author " title="Index by author" rel="alternate" data-icon-position="" data-hide-link-title="0">Index by author</a></li><li class="enclosure-front-matter last"><a href="/content/anticanres/26/4A/local/front-matter.pdf" class="highwire-variant-link variant-enclosure" title="Front Matter (PDF)" rel="alternative" data-icon-position="" data-hide-link-title="0">Front Matter (PDF)</a></li></ul></div></div> </div> </div></div> </div> </div> </div> </div> </div> </div> </div> <div class="panel-separator"></div><div class="panel-pane pane-panels-mini pane-jnl-iiar-art-tools" > <div class="pane-content"> <div id="mini-panel-jnl_iiar_art_tools" class="highwire-2col-stacked panel-display"> <div class="panel-row-wrapper clearfix"> <div class="content-left-wrapper content-column"> <div class="panel-panel panel-region-content-left"> <div class="inside"><div class="panel-pane pane-highwire-variant-link text-no-wrap" > <div class="pane-content"> <a href="/content/anticanres/26/4A/2687.full-text.pdf" target="_blank" class="link-icon"><span class="icon-download-alt"></span> <span class="title">Download PDF</span></a> </div> </div> <div class="panel-pane pane-minipanel-dialog-link pane-jnl-iiar-art-alert" > <div class="pane-content"> <div class='minipanel-dialog-wrapper'><div class='minipanel-dialog-link-link'><a href="/" oncontextmenu="javascript: return false;" class="minipanel-dialog-link-trigger link-icon" title="Alerts for this Article"><span class="icon-exclamation-sign"></span> <span class="title">Article Alerts</span></a></div><div class='minipanel-dialog-link-mini' style='display:none'><div class="panel-display panel-1col clearfix" id="mini-panel-jnl_iiar_art_alert"> <div class="panel-panel panel-col"> <div><div class="panel-pane pane-article-add-form" > <div class="pane-content"> <div id = "alerts-form-wrapper"><form action="/content/26/4A/2687" method="post" id="highwire-user-opportunity-login" accept-charset="UTF-8"><div><div class="form-item form-item-label-before form-type-textfield form-item-name"> <label for="edit-name">User Name <span class="form-required" title="This field is required.">*</span></label> <input type="text" id="edit-name" name="name" value="" size="60" maxlength="128" class="form-text required" /> </div> <div class="form-item form-item-label-before form-type-password form-item-pass"> <label for="edit-pass">Password <span class="form-required" title="This field is required.">*</span></label> <input type="password" id="edit-pass" name="pass" size="60" maxlength="128" class="form-text required" /> </div> <div id="alerts_email">Sign In to Email Alerts with your Email Address</div><div class="form-item form-item-label-before form-type-textfield form-item-highwire-alerts-email"> <label for="edit-highwire-alerts-email">Email <span class="form-required" title="This field is required.">*</span></label> <input type="text" id="edit-highwire-alerts-email" name="highwire_alerts_email" value="" size="60" maxlength="128" class="form-text required" /> </div> <input type="submit" id="edit-submit--3" name="op" value="Submit" class="form-submit" /><input type="hidden" name="form_build_id" value="form-QsXLxLCtLr_Cr-ZwGNWGSiSCiCIuSWNSleRrKP_efbQ" /> <input type="hidden" name="form_id" value="highwire_alerts_article_sign_up_form" /> <input type="hidden" name="current_path" value="content/26/4A/2687" /> </div></form></div> </div> </div> </div> </div> </div> </div></div> </div> </div> <div class="panel-pane pane-minipanel-dialog-link pane-jnl-iiar-art-email" > <div class="pane-content"> <div class='minipanel-dialog-wrapper'><div class='minipanel-dialog-link-link'><a href="/" oncontextmenu="javascript: return false;" class="minipanel-dialog-link-trigger link-icon" title="Email this Article"><span class="icon-envelope"></span> <span class="title">Email Article</span></a></div><div class='minipanel-dialog-link-mini' style='display:none'><div class="panel-display panel-1col clearfix" id="mini-panel-jnl_iiar_art_email"> <div class="panel-panel panel-col"> <div><div class="panel-pane pane-block pane-forward-form pane-forward" > <div class="pane-content"> <form action="/content/26/4A/2687" method="post" id="forward-form" accept-charset="UTF-8"><div><div id="edit-instructions" class="form-item form-item-label-before form-type-item"> <p>Thank you for your interest in spreading the word on Anticancer Research.</p><p>NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.</p> </div> <div class="form-item form-item-label-before form-type-textfield form-item-email"> <label for="edit-email">Your Email <span class="form-required" title="This field is required.">*</span></label> <input type="text" id="edit-email" name="email" value="" size="58" maxlength="256" class="form-text required" /> </div> <div class="form-item form-item-label-before form-type-textfield form-item-name"> <label for="edit-name--2">Your Name <span class="form-required" title="This field is required.">*</span></label> <input type="text" id="edit-name--2" name="name" value="" size="58" maxlength="256" class="form-text required" /> </div> <div class="form-item form-item-label-before form-type-textarea form-item-recipients"> <label for="edit-recipients">Send To <span class="form-required" title="This field is required.">*</span></label> <div class="form-textarea-wrapper resizable"><textarea id="edit-recipients" name="recipients" cols="50" rows="5" class="form-textarea required"></textarea></div> <div class="description">Enter multiple addresses on separate lines or separate them with commas.</div> </div> <div id="edit-page" class="form-item form-item-label-before form-type-item"> <label for="edit-page">You are going to email the following </label> <a href="/content/26/4A/2687" class="active" data-icon-position="" data-hide-link-title="0">The Association of Solar Ultraviolet B (UVB) with Reducing Risk of Cancer: Multifactorial Ecologic Analysis of Geographic Variation in Age-adjusted Cancer Mortality Rates</a> </div> <div id="edit-subject" class="form-item form-item-label-before form-type-item"> <label for="edit-subject">Message Subject </label> (Your Name) has sent you a message from Anticancer Research </div> <div id="edit-body" class="form-item form-item-label-before form-type-item"> <label for="edit-body">Message Body </label> (Your Name) thought you would like to see the Anticancer Research web site. </div> <div class="form-item form-item-label-before form-type-textarea form-item-message"> <label for="edit-message--2">Your Personal Message </label> <div class="form-textarea-wrapper resizable"><textarea id="edit-message--2" name="message" cols="50" rows="10" class="form-textarea"></textarea></div> </div> <input type="hidden" name="path" value="node/7576" /> <input type="hidden" name="path_cid" value="" /> <input type="hidden" name="forward_footer" value="" /> <input type="hidden" name="form_build_id" value="form-BKT3UG_X4MQKevVLRjVYwliL1JviXXTfnsoortGpJIc" /> <input type="hidden" name="form_id" value="forward_form" /> <fieldset class="captcha form-wrapper"><legend><span class="fieldset-legend">CAPTCHA</span></legend><div class="fieldset-wrapper"><div class="fieldset-description">This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.</div><input type="hidden" name="captcha_sid" value="303497903" /> <input type="hidden" name="captcha_token" value="0a159ca336e648050d22372d91389d96" /> <div class="form-item form-item-label-before form-type-textfield form-item-captcha-response"> <label for="edit-captcha-response">Math question <span class="form-required" title="This field is required.">*</span></label> <span class="field-prefix">7 + 3 = </span> <input type="text" id="edit-captcha-response" name="captcha_response" value="" size="4" maxlength="2" class="form-text required" /> <div class="description">Solve this simple math problem and enter the result. E.g. for 1+3, enter 4.</div> </div> </div></fieldset> <div class="form-actions form-wrapper" id="edit-actions"><input type="submit" id="edit-submit--4" name="op" value="Send Message" class="form-submit" /></div></div></form> </div> </div> </div> </div> </div> </div></div> </div> </div> <div class="panel-pane pane-minipanel-dialog-link pane-jnl-iiar-cite-tool" > <div class="pane-content"> <div class='minipanel-dialog-wrapper'><div class='minipanel-dialog-link-link'><a href="/highwire/citation/7576/download" oncontextmenu="javascript: return false;" class="minipanel-dialog-link-trigger link-icon" title="Citation Tools"><span class="icon-globe"></span> <span class="title">Citation Tools</span></a></div><div class='minipanel-dialog-link-mini' style='display:none'><div class="panel-display panel-1col clearfix" id="mini-panel-jnl_iiar_cite_tool"> <div class="panel-panel panel-col"> <div><div class="panel-pane pane-highwire-citation-export" > <div class="pane-content"> <div class="highwire-citation-export"> <div class="highwire-citation-info"> <div class="highwire-article-citation highwire-citation-type-highwire-article cite-tool-node7576" data-node-nid="7576" id="citation-node-7576--22129903833" data-pisa="anticanres;26/4A/2687" data-pisa-master="anticanres;26/4A/2687" data-apath="/anticanres/26/4A/2687.atom"><div class="highwire-cite highwire-cite-highwire-article highwire-citation-jcore-standard clearfix"> <div class="highwire-cite-title">The Association of Solar Ultraviolet B (UVB) with Reducing Risk of Cancer: Multifactorial Ecologic Analysis of Geographic Variation in Age-adjusted Cancer Mortality Rates</div> <div class="highwire-cite-authors"><span class="highwire-citation-authors"><span class="highwire-citation-author first" data-delta="0"><span class="nlm-given-names">WILLIAM B.</span> <span class="nlm-surname">GRANT</span></span>, <span class="highwire-citation-author" data-delta="1"><span class="nlm-given-names">CEDRIC F.</span> <span class="nlm-surname">GARLAND</span></span></span></div> <div class="highwire-cite-metadata"><span class="highwire-cite-metadata-journal highwire-cite-metadata">Anticancer Research </span><span class="highwire-cite-metadata-date highwire-cite-metadata">Jul 2006, </span><span class="highwire-cite-metadata-volume highwire-cite-metadata">26 </span><span class="highwire-cite-metadata-issue highwire-cite-metadata">(4A) </span><span class="highwire-cite-metadata-pages highwire-cite-metadata">2687-2699; </span></div> </div> </div> </div> <div class="highwire-citation-formats"> <h2>Citation Manager Formats</h2> <div class="highwire-citation-formats-links"> <span class="Z3988" title="ctx_ver=Z39.88-2004&amp;rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&amp;rft.spage=2687&amp;rft.epage=2699&amp;rft.atitle=The%20Association%20of%20Solar%20Ultraviolet%20B%20%28UVB%29%20with%20Reducing%20Risk%20of%20Cancer%3A%20Multifactorial%20Ecologic%20Analysis%20of%20Geographic%20Variation%20in%20Age-adjusted%20Cancer%20Mortality%20Rates&amp;rft.volume=26&amp;rft.issue=4A&amp;rft.date=2006-07-01%2000%3A00%3A00&amp;rft.stitle&amp;rft.jtitle=Anticancer%20Research&amp;rft.au=GRANT%2C+WILLIAM+B.&amp;rft.au=GARLAND%2C+CEDRIC+F."></span><ul class="hw-citation-links inline button button-alt button-grid clearfix"><li class="bibtext first"><a href="/highwire/citation/7576/bibtext" class="hw-download-citation-link" data-icon-position="" data-hide-link-title="0">BibTeX</a></li><li class="bookends"><a href="/highwire/citation/7576/bookends" class="hw-download-citation-link" data-icon-position="" data-hide-link-title="0">Bookends</a></li><li class="easybib"><a href="/highwire/citation/7576/easybib" class="hw-download-citation-link" data-icon-position="" data-hide-link-title="0">EasyBib</a></li><li class="endnote-tagged"><a href="/highwire/citation/7576/endnote-tagged" class="hw-download-citation-link" data-icon-position="" data-hide-link-title="0">EndNote (tagged)</a></li><li class="endnote-8-xml"><a href="/highwire/citation/7576/endnote-8-xml" class="hw-download-citation-link" data-icon-position="" data-hide-link-title="0">EndNote 8 (xml)</a></li><li class="medlars"><a href="/highwire/citation/7576/medlars" class="hw-download-citation-link" data-icon-position="" data-hide-link-title="0">Medlars</a></li><li class="mendeley"><a href="/highwire/citation/7576/mendeley" class="hw-download-citation-link" data-icon-position="" data-hide-link-title="0">Mendeley</a></li><li class="papers"><a href="/highwire/citation/7576/papers" class="hw-download-citation-link" data-icon-position="" data-hide-link-title="0">Papers</a></li><li class="refworks-tagged"><a href="/highwire/citation/7576/refworks-tagged" class="hw-download-citation-link" data-icon-position="" data-hide-link-title="0">RefWorks Tagged</a></li><li class="reference-manager"><a href="/highwire/citation/7576/reference-manager" class="hw-download-citation-link" data-icon-position="" data-hide-link-title="0">Ref Manager</a></li><li class="ris"><a href="/highwire/citation/7576/ris" class="hw-download-citation-link" data-icon-position="" data-hide-link-title="0">RIS</a></li><li class="zotero last"><a href="/highwire/citation/7576/zotero" class="hw-download-citation-link" data-icon-position="" data-hide-link-title="0">Zotero</a></li></ul> </div> </div> </div> </div> </div> </div> </div> </div> </div></div> </div> </div> <div class="panel-pane pane-highwire-permission-link" > <div class="pane-content"> <a href="https://www.copyright.com/openurl.do?contentIdType=doi&amp;issn=17917530&amp;contentId" target="_blank" class="highwire-permission-link link-icon"><span class="icon-copyright"></span> <span class="title">Reprints and Permissions</span></a> </div> </div> </div> </div> </div> <div class="content-right-wrapper content-column"> <div class="panel-panel panel-region-content-right"> <div class="inside"><div class="panel-pane pane-highwire-share-link highwire_clipboard_link_ajax" id="shareit"> <div class="pane-content"> <a href="/" class="link-icon"><span class="icon-share-alt"></span> <span class="title">Share</span></a> </div> </div> <div class="panel-pane pane-panels-mini pane-jnl-iiar-share highwire_clipboard_form_ajax_shareit" > <div class="pane-content"> <div class="panel-display panel-1col clearfix" id="mini-panel-jnl_iiar_share"> <div class="panel-panel panel-col"> <div><div class="panel-pane pane-highwire-article-citation large-margin-bottom" > <div class="pane-content"> <div class="highwire-article-citation highwire-citation-type-highwire-article node7576--3" data-node-nid="7576" id="share-node-7576--41696422947" data-pisa="anticanres;26/4A/2687" data-pisa-master="anticanres;26/4A/2687" data-apath="/anticanres/26/4A/2687.atom"><div class="highwire-cite highwire-cite-highwire-article highwire-citation-jcore-standard clearfix"> <div class="highwire-cite-title">The Association of Solar Ultraviolet B (UVB) with Reducing Risk of Cancer: Multifactorial Ecologic Analysis of Geographic Variation in Age-adjusted Cancer Mortality Rates</div> <div class="highwire-cite-authors"><span class="highwire-citation-authors"><span class="highwire-citation-author first" data-delta="0"><span class="nlm-given-names">WILLIAM B.</span> <span class="nlm-surname">GRANT</span></span>, <span class="highwire-citation-author" data-delta="1"><span class="nlm-given-names">CEDRIC F.</span> <span class="nlm-surname">GARLAND</span></span></span></div> <div class="highwire-cite-metadata"><span class="highwire-cite-metadata-journal highwire-cite-metadata">Anticancer Research </span><span class="highwire-cite-metadata-date highwire-cite-metadata">Jul 2006, </span><span class="highwire-cite-metadata-volume highwire-cite-metadata">26 </span><span class="highwire-cite-metadata-issue highwire-cite-metadata">(4A) </span><span class="highwire-cite-metadata-pages highwire-cite-metadata">2687-2699; </span></div> </div> </div> </div> </div> <div class="panel-separator"></div><div class="panel-pane pane-highwire-article-clipboard-copy large-margin-bottom" > <div class="pane-content"> <div class = "clipboard-copy"> <span class="label-url"> <label for="dynamic">Share This Article:</label> </span> <span class="input-text-url"> <input type="text" id="dynamic" value="https://ar.iiarjournals.org/content/26/4A/2687" size="50"/> </span> <span class="copy-button button"> <button id="copy-dynamic" class="clipboardjs-button" data-clipboard-target="#dynamic" data-clipboard-alert-style="tooltip" data-clipboard-alert-text="Copied!">Copy</button> </span> </div> </div> </div> <div class="panel-separator"></div><div class="panel-pane pane-service-links" > <div class="pane-content"> <div class="service-links"><a href="https://twitter.com/share?url=https%3A//ar.iiarjournals.org/content/26/4A/2687&amp;text=The%20Association%20of%20Solar%20Ultraviolet%20B%20%28UVB%29%20with%20Reducing%20Risk%20of%20Cancer%3A%20Multifactorial%20Ecologic%20Analysis%20of%20Geographic%20Variation%20in%20Age-adjusted%20Cancer%20Mortality%20Rates" id="twitter" title="Share this on Twitter" class="service-links-twitter" rel="nofollow" target="_blank" data-icon-position="" data-hide-link-title="0"><img src="https://ar.iiarjournals.org/sites/all/modules/highwire/highwire/images/twitter.png" alt="Twitter logo" /></a> <a href="https://www.facebook.com/sharer.php?u=https%3A//ar.iiarjournals.org/content/26/4A/2687&amp;t=The%20Association%20of%20Solar%20Ultraviolet%20B%20%28UVB%29%20with%20Reducing%20Risk%20of%20Cancer%3A%20Multifactorial%20Ecologic%20Analysis%20of%20Geographic%20Variation%20in%20Age-adjusted%20Cancer%20Mortality%20Rates" id="facebook" title="Share on Facebook" class="service-links-facebook" rel="nofollow" target="_blank" data-icon-position="" data-hide-link-title="0"><img src="https://ar.iiarjournals.org/sites/all/modules/highwire/highwire/images/fb-blue.png" alt="Facebook logo" /></a> <a href="http://www.mendeley.com/import/?url=https%3A//ar.iiarjournals.org/content/26/4A/2687&amp;title=The%20Association%20of%20Solar%20Ultraviolet%20B%20%28UVB%29%20with%20Reducing%20Risk%20of%20Cancer%3A%20Multifactorial%20Ecologic%20Analysis%20of%20Geographic%20Variation%20in%20Age-adjusted%20Cancer%20Mortality%20Rates" id="mendeley" title="Share on Mendeley" class="service-links-mendeley" rel="nofollow" target="_blank" data-icon-position="" data-hide-link-title="0"><img src="https://ar.iiarjournals.org/sites/all/modules/highwire/highwire/images/mendeley.png" alt="Mendeley logo" /></a></div> </div> </div> </div> </div> </div> </div> </div> <div class="panel-pane pane-service-links" > <div class="pane-content"> <div class="service-links"><div class="item-list"><ul><li class="first"><a href="https://twitter.com/share?url=https%3A//ar.iiarjournals.org/content/26/4A/2687&amp;count=horizontal&amp;via=&amp;text=The%20Association%20of%20Solar%20Ultraviolet%20B%20%28UVB%29%20with%20Reducing%20Risk%20of%20Cancer%3A%20Multifactorial%20Ecologic%20Analysis%20of%20Geographic%20Variation%20in%20Age-adjusted%20Cancer%20Mortality%20Rates&amp;counturl=https%3A//ar.iiarjournals.org/content/26/4A/2687" class="twitter-share-button service-links-twitter-widget" id="twitter_widget" title="Tweet This" rel="nofollow" target="_blank" data-icon-position="" data-hide-link-title="0"><span class="element-invisible">Tweet Widget</span></a></li><li><a href="https://www.facebook.com/plugins/like.php?href=https%3A//ar.iiarjournals.org/content/26/4A/2687&amp;layout=button_count&amp;show_faces=false&amp;action=like&amp;colorscheme=light&amp;width=100&amp;height=21&amp;font=&amp;locale=" id="facebook_like" title="I Like it" class="service-links-facebook-like" rel="nofollow" target="_blank" data-icon-position="" data-hide-link-title="0"><span class="element-invisible">Facebook Like</span></a></li><li class="last"><a href="https://ar.iiarjournals.org/content/26/4A/2687" id="google_plus_one" title="Plus it" class="service-links-google-plus-one" rel="nofollow" target="_blank" data-icon-position="" data-hide-link-title="0"><span class="element-invisible">Google Plus One</span></a></li></ul></div></div> </div> </div> </div> </div> </div> </div> <!-- /.panel-row-wrapper --> </div> </div> </div> <div class="panel-separator"></div><div class="panel-pane pane-highwire-article-nav mobile-hidden pane-style-alt-content" > <h2 class="pane-title">Jump to section</h2> <div class="pane-content"> <div class="highwire-list-wrapper highwire-article-nav highwire-nav-float"><div class="highwire-list"><ul data-highwire-float="1" data-highwire-float-class="grid-10 alpha omega"><li class="first odd"><a href="/content/26/4A/2687" class="highwire-article-nav-jumplink" data-panel-ajax-tab="jnl_iiar_tab_art" data-is-tab-link="true" data-icon-position="" data-hide-link-title="0">Article</a></li><li class="even"><a href="/content/26/4A/2687/tab-article-info" class="highwire-article-nav-jumplink" data-panel-ajax-tab="jnl_iiar_tab_info" data-is-tab-link="true" data-icon-position="" data-hide-link-title="0">Info &amp; Metrics</a></li><li class="last odd"><a href="/content/26/4A/2687.full.pdf" class="highwire-article-nav-jumplink" data-icon-position="" data-hide-link-title="0"><i class="icon-file-alt"></i> PDF</a></li></ul></div></div> </div> </div> <div class="panel-separator"></div><div class="panel-pane pane-panels-mini pane-jnl-iiar-accordion" > <div class="pane-content"> <div class="panel-display panel-1col clearfix" id="mini-panel-jnl_iiar_accordion"> <div class="panel-panel panel-col"> <div><div id="highwire_article_accordion_container"><h3 ><i class="icon-caret-right"></i> Related Articles</h3><div><div class="highwire-list highwire-related-articles highwire-article-citation-list"><ul class="highwire-related-articles-list"><li class="first last odd"><div class="no-results">No related articles found.</div></li></ul></div><div class='highwire-list-footer'><div class="highwire-related-articles-footer"><ul class="links inline"><li class="related-pubmed first"><a href="/lookup/external-ref?link_type=MED_NBRS&amp;access_num=16886679" target="_blank" class="" data-icon-position="" data-hide-link-title="0">PubMed</a></li><li class="related-google-scholar last"><a href="/lookup/google-scholar?link_type=googlescholar&amp;gs_type=related&amp;author%5B0%5D=WILLIAM%2BB.%2BGRANT&amp;author%5B1%5D=CEDRIC%2BF.%2BGARLAND&amp;title=The%2BAssociation%2Bof%2BSolar%2BUltraviolet%2BB%2B%28UVB%29%2Bwith%2BReducing%2BRisk%2Bof%2BCancer%3A%2BMultifactorial%2BEcologic%2BAnalysis%2Bof%2BGeographic%2BVariation%2Bin%2BAge-adjusted%2BCancer%2BMortality%2BRates&amp;publication_year=2006&amp;path=content/26/4A/2687" target="_blank" class="" data-icon-position="" data-hide-link-title="0">Google Scholar</a></li></ul></div></div></div><h3 ><i class="icon-caret-right"></i> Cited By...</h3><div><div class="highwire-list highwire-cited-by"><ul><li class="first odd"><a href="https://ar.iiarjournals.org/cgi/content/full/40/1/491" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Review of Recent Advances in Understanding the Role of Vitamin D in Reducing Cancer Risk: Breast, Colorectal, Prostate, and Overall Cancer</div></a><div class="variant-links"></div></li><li class="even"><a href="https://ar.iiarjournals.org/cgi/content/full/39/7/3353" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Potential Molecular Mechanisms of the Anti-cancer Activity of Vitamin D</div></a><div class="variant-links"></div></li><li class="odd"><a href="http://cebp.aacrjournals.org/cgi/content/full/27/9/1110" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Longitude Position in a Time Zone and Cancer Risk--Letter</div></a><div class="variant-links"></div></li><li class="even"><a href="http://genesdev.cshlp.org/cgi/content/full/32/3-4/230" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Mutant p53 controls tumor metabolism and metastasis by regulating PGC-1{alpha}</div></a><div class="variant-links"></div></li><li class="odd"><a href="https://ar.iiarjournals.org/cgi/content/full/38/2/1121" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">A Review of the Evidence Supporting the Vitamin D-Cancer Prevention Hypothesis in 2017</div></a><div class="variant-links"></div></li><li class="even"><a href="https://ar.iiarjournals.org/cgi/content/full/36/3/1357" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Roles of Solar UVB and Vitamin D in Reducing Cancer Risk and Increasing Survival</div></a><div class="variant-links"></div></li><li class="odd"><a href="https://ar.iiarjournals.org/cgi/content/full/35/2/1153" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">25-Hydroxyvitamin D and Breast Cancer, Colorectal Cancer, and Colorectal Adenomas: Case-Control versus Nested Case-Control Studies</div></a><div class="variant-links"></div></li><li class="even"><a href="http://care.diabetesjournals.org/cgi/content/full/36/7/e102" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Comment on: Bardenheier et al. Variation in Prevalence of Gestational Diabetes Mellitus Among Hospital Discharges for Obstetric Delivery Across 23 States in the United States. Diabetes Care 2013;36:1209-1214</div></a><div class="variant-links"></div></li><li class="odd"><a href="http://cebp.aacrjournals.org/cgi/content/full/22/6/1118" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Solar UV Radiation and Cancer in Young Children</div></a><div class="variant-links"></div></li><li class="even"><a href="https://ar.iiarjournals.org/cgi/content/full/33/2/433" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Combined Colonic Cancer Treatment with Vitamin D Analogs and Irinotecan or Oxaliplatin</div></a><div class="variant-links"></div></li><li class="odd"><a href="https://ar.iiarjournals.org/cgi/content/full/32/1/223" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Ecological Studies of the UVB-Vitamin D-Cancer Hypothesis</div></a><div class="variant-links"></div></li><li class="even"><a href="http://spectrum.diabetesjournals.org/cgi/content/full/24/2/113" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Vitamin D and Diabetes</div></a><div class="variant-links"></div></li><li class="odd"><a href="http://cebp.aacrjournals.org/cgi/content/full/20/4/683" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Ultraviolet Exposure and Mortality among Women in Sweden</div></a><div class="variant-links"></div></li><li class="even"><a href="http://cebp.aacrjournals.org/cgi/content/full/20/1/187" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Joint Effects of Dietary Vitamin D and Sun Exposure on Breast Cancer Risk: Results from the French E3N Cohort</div></a><div class="variant-links"></div></li><li class="odd"><a href="https://ar.iiarjournals.org/cgi/content/full/30/11/4429" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Vitamin D, Calcidiol and Calcitriol Regulate Vitamin D Metabolizing Enzymes in Cervical and Ovarian Cancer Cells</div></a><div class="variant-links"></div></li><li class="even"><a href="http://cebp.aacrjournals.org/cgi/content/full/19/6/1569" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Pigmentary Characteristics, UV Radiation Exposure, and Risk of Non-Hodgkin Lymphoma: a Prospective Study among Scandinavian Women</div></a><div class="variant-links"></div></li><li class="odd"><a href="http://www.eje-online.org/cgi/content/full/162/5/935" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Low serum 25-hydroxyvitamin D levels are associated with increased all-cause mortality risk in a general population: the Tromso study</div></a><div class="variant-links"></div></li><li class="even"><a href="http://cebp.aacrjournals.org/cgi/content/full/19/3/888" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Vitamin D and Racial Disparities for Pancreatic Cancer - Letter</div></a><div class="variant-links"></div></li><li class="odd"><a href="https://ar.iiarjournals.org/cgi/content/full/30/1/189" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">A Multicountry Ecological Study of Risk-modifying Factors for Prostate Cancer: Apolipoprotein E {varepsilon}4 as a Risk Factor and Cereals as a Risk Reduction Factor</div></a><div class="variant-links"></div></li><li class="even"><a href="http://cebp.aacrjournals.org/cgi/content/full/18/11/2887" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Associations between Silicone Skin Cast Score, Cumulative Sun Exposure, and Other Factors in the Ausimmune Study: A Multicenter Australian Study</div></a><div class="variant-links"></div></li><li class="odd"><a href="https://ar.iiarjournals.org/cgi/content/full/29/9/3537" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Air Pollution in Relation to U.S. Cancer Mortality Rates: An Ecological Study; Likely Role of Carbonaceous Aerosols and Polycyclic Aromatic Hydrocarbons</div></a><div class="variant-links"></div></li><li class="even"><a href="https://ar.iiarjournals.org/cgi/content/full/29/9/3699" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Epidemiology of Vitamin D Insufficiency and Cancer Mortality</div></a><div class="variant-links"></div></li><li class="odd"><a href="https://ar.iiarjournals.org/cgi/content/full/29/9/3687" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Calcium, Vitamin D and Cancer</div></a><div class="variant-links"></div></li><li class="even"><a href="http://cebp.aacrjournals.org/cgi/content/full/18/2/495" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Incident Invasive Breast Cancer, Geographic Location of Residence, and Reported Average Time Spent Outside</div></a><div class="variant-links"></div></li><li class="odd"><a href="http://cebp.aacrjournals.org/cgi/content/full/17/11/3274" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Vitamin D Status and the Risk of Lung Cancer: A Cohort Study in Finland</div></a><div class="variant-links"></div></li><li class="even"><a href="http://www.bmj.com/cgi/content/full/336/7657/1318" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Deficiency of sunlight and vitamin D</div></a><div class="variant-links"></div></li><li class="odd"><a href="http://ajcn.nutrition.org/cgi/content/full/87/4/1080S" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Vitamin D deficiency: a worldwide problem with health consequences</div></a><div class="variant-links"></div></li><li class="even"><a href="http://jech.bmjjournals.com/cgi/content/full/62/1/69" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Could ultraviolet B irradiance and vitamin D be associated with lower incidence rates of lung cancer?</div></a><div class="variant-links"></div></li><li class="odd"><a href="http://cebp.aacrjournals.org/cgi/content/full/16/1/183" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Vitamin D and Cancer Risk among American Indians</div></a><div class="variant-links"></div></li><li class="last even"><a href="http://www.pnas.org/cgi/content/full/103/47/17589" class="" data-icon-position="" data-hide-link-title="0"><div class="highwire-cite-title">Low micronutrient intake may accelerate the degenerative diseases of aging through allocation of scarce micronutrients by triage</div></a><div class="variant-links"></div></li></ul></div><div class='highwire-list-footer'><ul class="links inline"><li class="citing-google-scholar first last"><a href="/lookup/google-scholar?link_type=googlescholar&amp;gs_type=citedby&amp;path=content/26/4A/2687" target="_blank" class="" data-icon-position="" data-hide-link-title="0">Google Scholar</a></li></ul></div></div><h3 ><i class="icon-caret-right"></i> Similar Articles</h3><div><div class="highwire-search-similar-ajax-wrapper" id="highwire-search-similar-articles-list-1"><div class="highwire-ajax-loading"><span class="icon-spinner icon-spin icon-2x"></span></div></div></div></div></div> </div> </div> </div> </div> </div> </div> </div> </div> <!-- /.panel-row-wrapper --> </div> </div> </div> </div> </div> </div> </div> </section> <footer id="section-footer" class="section section-footer"> <div id="zone-footer" class="zone zone-footer clearfix container-30"> <div class="grid-28 suffix-1 prefix-1 region region-footer-first" id="region-footer-first"> <div class="region-inner region-footer-first-inner"> <div class="block block-panels-mini block-jnl-iiar-foot-info block-panels-mini-jnl-iiar-foot-info odd block-without-title" id="block-panels-mini-jnl-iiar-foot-info"> <div class="block-inner clearfix"> <div class="content clearfix"> <div class="panel-display panel-1col clearfix" id="mini-panel-jnl_iiar_foot_info"> <div class="panel-panel panel-col"> <div><div class="panel-pane pane-page-logo-footer" > <div class="pane-content"> <a href="/" class="linked-footer-logo" data-icon-position="" data-hide-link-title="0"><img class="footer-logo" src="https://ar.iiarjournals.org/sites/default/files/ar-footer.png" width="460" height="59" alt="Anticancer Research" /></a> </div> </div> <div class="panel-separator"></div><div class="panel-pane pane-snippet pane-footer-copyright-text" > <div class="pane-content"> <div class="snippet footer-copyright-text" id="footer-copyright-text"> <div class="snippet-content"> <p>&copy; 2024 Anticancer Research</p> </div> </div> </div> </div> <div class="panel-separator"></div><div class="panel-pane pane-highwire-branding" > <div class="pane-content"> <a href="http://home.highwire.org" target="_blank" class="highwire-branding-link" data-icon-position="" data-hide-link-title="0"><img class="logo-highwire" src="https://ar.iiarjournals.org/sites/all/modules/highwire/highwire/plugins/content_types/images/logo_small_hw_white.png" width="190" height="31" alt="Powered by HighWire" /></a> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </footer> </div> <div class="region region-page-bottom" id="region-page-bottom"> <div class="region-inner region-page-bottom-inner"> </div> </div><script type="text/javascript" src="/sites/default/files/advagg_js/js__S0CG_4wAO0UIDzyYUECWC8ezq6OmV7vQ53Yc6WOh9Pw__ikZMPKLazRtSKtbsEs6imsfZW9MqsDEcrvtZB2FZ2X4__M8F9fri-b1QX8RwJbNRiWvN_bqCXCQEG9-9ZZDMJpyg.js"></script> <script type="text/javascript" src="/sites/default/files/advagg_js/js__Jd5dsvNznZMdglFu8sSni1wCsUfzvQbApHPAZwt5TY4__65Mqa1DMRwcSvPxjJEn6BXgMm-ckF3oOvkUTG9HRADI__M8F9fri-b1QX8RwJbNRiWvN_bqCXCQEG9-9ZZDMJpyg.js" defer="defer"></script> <script type="text/javascript" src="/sites/default/files/advagg_js/js__WcTpt-w0y1FyXrxZNriX8Ts1KjsFTDpdvZaw9yhRn24__aFJpdvsZPb1v9rWrq-WXbz_WQ9IThQN-mFTCdm1cfXc__M8F9fri-b1QX8RwJbNRiWvN_bqCXCQEG9-9ZZDMJpyg.js"></script> <script type="text/javascript"> <!--//--><![CDATA[//><!-- function euCookieComplianceLoadScripts() {} //--><!]]> </script> <script type="text/javascript"> <!--//--><![CDATA[//><!-- var eu_cookie_compliance_cookie_name = ""; //--><!]]> </script> </body> </html>

Pages: 1 2 3 4 5 6 7 8 9 10