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Localization microscopy at doubled precision with patterned illumination | Nature Methods

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<ul class="c-article-author-list c-article-author-list--short" data-test="authors-list" data-component-authors-activator="authors-list"><li class="c-article-author-list__item"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Jelmer-Cnossen-Aff1-Aff2" data-author-popup="auth-Jelmer-Cnossen-Aff1-Aff2" data-author-search="Cnossen, Jelmer">Jelmer Cnossen</a><sup class="u-js-hide"><a href="#Aff1">1</a>,<a href="#Aff2">2</a></sup><sup class="u-js-hide"> <a href="#na1">na1</a></sup>, </li><li class="c-article-author-list__item"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Taylor-Hinsdale-Aff1" data-author-popup="auth-Taylor-Hinsdale-Aff1" data-author-search="Hinsdale, Taylor">Taylor Hinsdale</a><sup class="u-js-hide"><a href="#Aff1">1</a></sup><sup class="u-js-hide"> <a href="#na1">na1</a></sup>, </li><li class="c-article-author-list__item c-article-author-list__item--hide-small-screen"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Rasmus___-Thorsen-Aff1" data-author-popup="auth-Rasmus___-Thorsen-Aff1" data-author-search="Thorsen, Rasmus Ø.">Rasmus Ø. Thorsen</a><sup class="u-js-hide"><a href="#Aff1">1</a></sup>, </li><li class="c-article-author-list__item c-article-author-list__item--hide-small-screen"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Marijn-Siemons-Aff3" data-author-popup="auth-Marijn-Siemons-Aff3" data-author-search="Siemons, Marijn">Marijn Siemons</a><sup class="u-js-hide"><a href="#Aff3">3</a></sup>, </li><li class="c-article-author-list__item c-article-author-list__item--hide-small-screen"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Florian-Schueder-Aff4-Aff5" data-author-popup="auth-Florian-Schueder-Aff4-Aff5" data-author-search="Schueder, Florian">Florian Schueder</a><span class="u-js-hide">  <a class="js-orcid" href="http://orcid.org/0000-0003-3412-5066"><span class="u-visually-hidden">ORCID: </span>orcid.org/0000-0003-3412-5066</a></span><sup class="u-js-hide"><a href="#Aff4">4</a>,<a href="#Aff5">5</a></sup>, </li><li class="c-article-author-list__item c-article-author-list__item--hide-small-screen"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Ralf-Jungmann-Aff4-Aff5" data-author-popup="auth-Ralf-Jungmann-Aff4-Aff5" data-author-search="Jungmann, Ralf">Ralf Jungmann</a><span class="u-js-hide">  <a class="js-orcid" href="http://orcid.org/0000-0003-4607-3312"><span class="u-visually-hidden">ORCID: </span>orcid.org/0000-0003-4607-3312</a></span><sup class="u-js-hide"><a href="#Aff4">4</a>,<a href="#Aff5">5</a></sup>, </li><li class="c-article-author-list__item c-article-author-list__item--hide-small-screen"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Carlas_S_-Smith-Aff1-Aff2-Aff6" data-author-popup="auth-Carlas_S_-Smith-Aff1-Aff2-Aff6" data-author-search="Smith, Carlas S." data-corresp-id="c1">Carlas S. Smith<svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-mail-medium"></use></svg></a><span class="u-js-hide">  <a class="js-orcid" href="http://orcid.org/0000-0003-0591-5093"><span class="u-visually-hidden">ORCID: </span>orcid.org/0000-0003-0591-5093</a></span><sup class="u-js-hide"><a href="#Aff1">1</a>,<a href="#Aff2">2</a>,<a href="#Aff6">6</a></sup><sup class="u-js-hide"> <a href="#na2">na2</a></sup>, </li><li class="c-article-author-list__item c-article-author-list__item--hide-small-screen"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Bernd-Rieger-Aff1" data-author-popup="auth-Bernd-Rieger-Aff1" data-author-search="Rieger, Bernd" data-corresp-id="c2">Bernd Rieger<svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-mail-medium"></use></svg></a><span class="u-js-hide">  <a class="js-orcid" href="http://orcid.org/0000-0001-9215-9307"><span class="u-visually-hidden">ORCID: </span>orcid.org/0000-0001-9215-9307</a></span><sup class="u-js-hide"><a href="#Aff1">1</a></sup><sup class="u-js-hide"> <a href="#na2">na2</a></sup> &amp; </li><li class="c-article-author-list__show-more" aria-label="Show all 9 authors for this article" title="Show all 9 authors for this article">…</li><li class="c-article-author-list__item"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Sjoerd-Stallinga-Aff1" data-author-popup="auth-Sjoerd-Stallinga-Aff1" data-author-search="Stallinga, Sjoerd" data-corresp-id="c3">Sjoerd Stallinga<svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-mail-medium"></use></svg></a><span class="u-js-hide">  <a class="js-orcid" href="http://orcid.org/0000-0003-4978-3272"><span class="u-visually-hidden">ORCID: </span>orcid.org/0000-0003-4978-3272</a></span><sup class="u-js-hide"><a href="#Aff1">1</a></sup><sup class="u-js-hide"> <a href="#na2">na2</a></sup> </li></ul><button aria-expanded="false" class="c-article-author-list__button"><svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-chevron-down-medium"></use></svg><span>Show authors</span></button> <p class="c-article-info-details" data-container-section="info"> <a data-test="journal-link" href="/nmeth" data-track="click" data-track-action="journal homepage" data-track-category="article body" data-track-label="link"><i data-test="journal-title">Nature Methods</i></a> <b data-test="journal-volume"><span class="u-visually-hidden">volume</span> 17</b>, <span class="u-visually-hidden">pages </span>59–63 (<span data-test="article-publication-year">2020</span>)<a href="#citeas" class="c-article-info-details__cite-as u-hide-print" data-track="click" data-track-action="cite this article" data-track-label="link">Cite this article</a> </p> <div class="c-article-metrics-bar__wrapper u-clear-both"> <ul class="c-article-metrics-bar u-list-reset"> <li class=" c-article-metrics-bar__item" data-test="access-count"> <p class="c-article-metrics-bar__count">10k <span class="c-article-metrics-bar__label">Accesses</span></p> </li> <li class="c-article-metrics-bar__item" data-test="citation-count"> <p class="c-article-metrics-bar__count">126 <span class="c-article-metrics-bar__label">Citations</span></p> </li> <li class="c-article-metrics-bar__item" data-test="altmetric-score"> <p class="c-article-metrics-bar__count">70 <span class="c-article-metrics-bar__label">Altmetric</span></p> </li> <li class="c-article-metrics-bar__item"> <p class="c-article-metrics-bar__details"><a href="/articles/s41592-019-0657-7/metrics" data-track="click" data-track-action="view metrics" data-track-label="link" rel="nofollow">Metrics <span class="u-visually-hidden">details</span></a></p> </li> </ul> </div> </header> <div class="u-js-hide" data-component="article-subject-links"> <h3 class="c-article__sub-heading">Subjects</h3> <ul class="c-article-subject-list"> <li class="c-article-subject-list__subject"><a href="/subjects/single-molecule-biophysics" data-track="click" data-track-action="view subject" data-track-label="link">Single-molecule biophysics</a></li><li class="c-article-subject-list__subject"><a href="/subjects/super-resolution-microscopy" data-track="click" data-track-action="view subject" data-track-label="link">Super-resolution microscopy</a></li> </ul> </div> </div> <div class="c-article-body"> <section aria-labelledby="Abs1" data-title="Abstract" lang="en"><div class="c-article-section" id="Abs1-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="Abs1">Abstract</h2><div class="c-article-section__content" id="Abs1-content"><p>MINFLUX offers a breakthrough in single molecule localization precision, but is limited in field of view. Here we combine centroid estimation and illumination pattern induced photon count variations in a conventional widefield imaging setup to extract position information over a typical micrometer-sized field of view. 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class="c-article-section__figure js-c-reading-companion-figures-item" data-test="figure" data-container-section="figure" id="figure-1"><figure><figcaption><b id="Fig1" class="c-article-section__figure-caption" data-test="figure-caption-text">Fig. 1: Principle of SIMFLUX.</b></figcaption><div class="c-article-section__figure-content"><div class="c-article-section__figure-item"><picture><source type="image/webp" srcset="//media.springernature.com/m312/springer-static/image/art%3A10.1038%2Fs41592-019-0657-7/MediaObjects/41592_2019_657_Fig1_HTML.png?as=webp"><img src="//media.springernature.com/m312/springer-static/image/art%3A10.1038%2Fs41592-019-0657-7/MediaObjects/41592_2019_657_Fig1_HTML.png" alt="" loading="lazy" width="312" height="143"></picture></div></div></figure></div><div class="c-article-section__figure js-c-reading-companion-figures-item" data-test="figure" data-container-section="figure" id="figure-2"><figure><figcaption><b id="Fig2" class="c-article-section__figure-caption" data-test="figure-caption-text">Fig. 2: Demonstration of SIMFLUX on DNA-origami nanostructures.</b></figcaption><div class="c-article-section__figure-content"><div class="c-article-section__figure-item"><picture><source type="image/webp" srcset="//media.springernature.com/m312/springer-static/image/art%3A10.1038%2Fs41592-019-0657-7/MediaObjects/41592_2019_657_Fig2_HTML.png?as=webp"><img src="//media.springernature.com/m312/springer-static/image/art%3A10.1038%2Fs41592-019-0657-7/MediaObjects/41592_2019_657_Fig2_HTML.png" alt="" loading="lazy" width="286" height="312"></picture></div></div></figure></div><div class="c-article-section__figure js-c-reading-companion-figures-item" data-test="figure" data-container-section="figure" id="figure-3"><figure><figcaption><b id="Fig3" class="c-article-section__figure-caption" data-test="figure-caption-text">Fig. 3: Demonstration of SIMFLUX on cellular tubulin with DNA-PAINT and (d)STORM.</b></figcaption><div 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class="c-article-section" id="data-availability-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="data-availability">Data availability</h2><div class="c-article-section__content" id="data-availability-content"> <p>Raw image data and processed conventional SMLM and SIMFLUX localization data is available at <a href="https://doi.org/10.4121/uuid:b1078e64-48d5-4f42-a1a8-3386ed14d4c7">https://doi.org/10.4121/uuid:b1078e64-48d5-4f42-a1a8-3386ed14d4c7</a></p> </div></div></section><section data-title="Code availability"><div class="c-article-section" id="code-availability-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="code-availability">Code availability</h2><div class="c-article-section__content" id="code-availability-content"> <p>Software for processing SIMFLUX datasets is available as <a data-track="click" data-track-label="link" data-track-action="supplementary material anchor" href="/articles/s41592-019-0657-7#MOESM3">Supplementary Software</a>. Updates will be made available at <a href="https://www.github.com/qnano/simflux">https://www.github.com/qnano/simflux</a></p> </div></div></section><div id="MagazineFulltextArticleBodySuffix"><section aria-labelledby="Bib1" data-title="References"><div class="c-article-section" id="Bib1-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="Bib1">References</h2><div class="c-article-section__content" id="Bib1-content"><div data-container-section="references"><ol class="c-article-references" data-track-component="outbound reference" data-track-context="references section"><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="1."><p class="c-article-references__text" id="ref-CR1">Hell, S. W. Microscopy and its focal switch. <i>Nat. 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T.H., R.Ø.T. and B.R. acknowledge National Institutes of Health (grant no. U01EB021238). F.S. and R.J. acknowledge support by an ERC Starting Grant (MolMap, grant agreement no. 680241). C.S.S. acknowledges a research fellowship through Merton College, Oxford, UK. B.R. acknowledges an ERC Consolidator Grant (Nano@cryo, grant agreement no. 648580). We thank F. Balzarotti for advice on theoretical analysis of localization precision, and D. Jurriens and L. Kapitein for help with imaging cellular samples.</p></div></div></section><section aria-labelledby="author-information" data-title="Author information"><div class="c-article-section" id="author-information-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="author-information">Author information</h2><div class="c-article-section__content" id="author-information-content"><span class="c-article-author-information__subtitle u-visually-hidden" id="author-notes">Author notes</span><ol class="c-article-author-information__list"><li class="c-article-author-information__item" id="na1"><p>These authors contributed equally: Jelmer Cnossen, Taylor Hinsdale.</p></li><li class="c-article-author-information__item" id="na2"><p>These authors jointly supervised this work: Carlas S. Smith, Bernd Rieger, Sjoerd Stallinga.</p></li></ol><h3 class="c-article__sub-heading" id="affiliations">Authors and Affiliations</h3><ol class="c-article-author-affiliation__list"><li id="Aff1"><p class="c-article-author-affiliation__address">Department of Imaging Physics, Delft University of Technology, Delft, the Netherlands</p><p class="c-article-author-affiliation__authors-list">Jelmer Cnossen, Taylor Hinsdale, Rasmus Ø. Thorsen, Carlas S. Smith, Bernd Rieger &amp; Sjoerd Stallinga</p></li><li id="Aff2"><p class="c-article-author-affiliation__address">Delft Center for Systems and Control, Delft University of Technology, Delft, the Netherlands</p><p class="c-article-author-affiliation__authors-list">Jelmer Cnossen &amp; Carlas S. Smith</p></li><li id="Aff3"><p class="c-article-author-affiliation__address">Department of Biology, University of Utrecht, Utrecht, the Netherlands</p><p class="c-article-author-affiliation__authors-list">Marijn Siemons</p></li><li id="Aff4"><p class="c-article-author-affiliation__address">Department of Physics and Center for Nanoscience, Ludwig Maximilian University, Munich, Germany</p><p class="c-article-author-affiliation__authors-list">Florian Schueder &amp; Ralf Jungmann</p></li><li id="Aff5"><p class="c-article-author-affiliation__address">Max Planck Institute of Biochemistry, Martinsried, Germany</p><p class="c-article-author-affiliation__authors-list">Florian Schueder &amp; Ralf Jungmann</p></li><li id="Aff6"><p class="c-article-author-affiliation__address">Department of Engineering Science, University of Oxford, Oxford, UK</p><p class="c-article-author-affiliation__authors-list">Carlas S. Smith</p></li></ol><div class="u-js-hide u-hide-print" data-test="author-info"><span class="c-article__sub-heading">Authors</span><ol class="c-article-authors-search u-list-reset"><li id="auth-Jelmer-Cnossen-Aff1-Aff2"><span class="c-article-authors-search__title u-h3 js-search-name">Jelmer Cnossen</span><div class="c-article-authors-search__list"><div class="c-article-authors-search__item c-article-authors-search__list-item--left"><a href="/search?author=Jelmer%20Cnossen" class="c-article-button" data-track="click" data-track-action="author link - publication" data-track-label="link" rel="nofollow">View author publications</a></div><div class="c-article-authors-search__item c-article-authors-search__list-item--right"><p class="search-in-title-js c-article-authors-search__text">You can also search for this author in <span class="c-article-identifiers"><a class="c-article-identifiers__item" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=search&amp;term=Jelmer%20Cnossen" data-track="click" data-track-action="author link - pubmed" data-track-label="link" rel="nofollow">PubMed</a><span class="u-hide"> </span><a class="c-article-identifiers__item" href="http://scholar.google.co.uk/scholar?as_q=&amp;num=10&amp;btnG=Search+Scholar&amp;as_epq=&amp;as_oq=&amp;as_eq=&amp;as_occt=any&amp;as_sauthors=%22Jelmer%20Cnossen%22&amp;as_publication=&amp;as_ylo=&amp;as_yhi=&amp;as_allsubj=all&amp;hl=en" data-track="click" data-track-action="author link - scholar" data-track-label="link" rel="nofollow">Google Scholar</a></span></p></div></div></li><li id="auth-Taylor-Hinsdale-Aff1"><span class="c-article-authors-search__title u-h3 js-search-name">Taylor Hinsdale</span><div class="c-article-authors-search__list"><div class="c-article-authors-search__item c-article-authors-search__list-item--left"><a href="/search?author=Taylor%20Hinsdale" class="c-article-button" data-track="click" data-track-action="author link - publication" data-track-label="link" rel="nofollow">View author publications</a></div><div class="c-article-authors-search__item c-article-authors-search__list-item--right"><p class="search-in-title-js c-article-authors-search__text">You can also search for this author in <span class="c-article-identifiers"><a class="c-article-identifiers__item" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=search&amp;term=Taylor%20Hinsdale" data-track="click" data-track-action="author link - pubmed" data-track-label="link" rel="nofollow">PubMed</a><span class="u-hide"> </span><a class="c-article-identifiers__item" href="http://scholar.google.co.uk/scholar?as_q=&amp;num=10&amp;btnG=Search+Scholar&amp;as_epq=&amp;as_oq=&amp;as_eq=&amp;as_occt=any&amp;as_sauthors=%22Taylor%20Hinsdale%22&amp;as_publication=&amp;as_ylo=&amp;as_yhi=&amp;as_allsubj=all&amp;hl=en" data-track="click" data-track-action="author link - scholar" data-track-label="link" rel="nofollow">Google Scholar</a></span></p></div></div></li><li id="auth-Rasmus___-Thorsen-Aff1"><span class="c-article-authors-search__title u-h3 js-search-name">Rasmus Ø. 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Data analyses were done by J.C. and T.H. Simulations were done by R.Ø.T. and J.C. M.S., F.S. and R.J. provided samples. C.S.S., B.R. and S.S. devised key concepts and supervised the study. T.H., C.S.S., B.R. and S.S. wrote the paper. All authors read and approved the manuscript.</p><h3 class="c-article__sub-heading" id="corresponding-author">Corresponding authors</h3><p id="corresponding-author-list">Correspondence to <a id="corresp-c1" href="mailto:c.s.smith@tudelft.nl">Carlas S. Smith</a>, <a id="corresp-c2" href="mailto:b.rieger@tudelft.nl">Bernd Rieger</a> or <a id="corresp-c3" href="mailto:s.stallinga@tudelft.nl">Sjoerd Stallinga</a>.</p></div></div></section><section data-title="Ethics declarations"><div class="c-article-section" id="ethics-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="ethics">Ethics declarations</h2><div class="c-article-section__content" id="ethics-content"> <h3 class="c-article__sub-heading" id="FPar1">Competing interests</h3> <p>The authors declare no competing interests.</p> </div></div></section><section data-title="Additional information"><div class="c-article-section" id="additional-information-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="additional-information">Additional information</h2><div class="c-article-section__content" id="additional-information-content"><p><b>Peer review information</b> Rita Strack was the primary editor on this article and managed its editorial process and peer review in collaboration with the rest of the editorial team.</p><p><b>Publisher’s note</b> Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.</p></div></div></section><section data-title="Supplementary information"><div class="c-article-section" id="Sec11-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="Sec11">Supplementary information</h2><div class="c-article-section__content" id="Sec11-content"><div data-test="supplementary-info"><div id="figshareContainer" class="c-article-figshare-container" data-test="figshare-container"></div><div class="c-article-supplementary__item" data-test="supp-item" id="MOESM1"><h3 class="c-article-supplementary__title u-h3"><a class="print-link" data-track="click" data-track-action="view supplementary info" data-test="supp-info-link" 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id="citeas">Cite this article</h3><p class="c-bibliographic-information__citation">Cnossen, J., Hinsdale, T., Thorsen, R.Ø. <i>et al.</i> Localization microscopy at doubled precision with patterned illumination. <i>Nat Methods</i> <b>17</b>, 59–63 (2020). https://doi.org/10.1038/s41592-019-0657-7</p><p class="c-bibliographic-information__download-citation u-hide-print"><a data-test="citation-link" data-track="click" data-track-action="download article citation" data-track-label="link" data-track-external="" rel="nofollow" href="https://citation-needed.springer.com/v2/references/10.1038/s41592-019-0657-7?format=refman&amp;flavour=citation">Download citation<svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-download-medium"></use></svg></a></p><ul class="c-bibliographic-information__list" data-test="publication-history"><li 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