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18.7071C9.31658 19.0976 8.68342 19.0976 8.29289 18.7071C7.90237 18.3166 7.90237 17.6834 8.29289 17.2929L13.5858 12L8.29289 6.70711C7.90237 6.31658 7.90237 5.68342 8.29289 5.29289Z" fill="currentcolor" style="transform:rotate(180deg);transform-origin:center"></path></svg></div> Back</a></p></div><div class="page_middleCol__ok0Ho page_col__g_nPu text-block"><h1 class="color-xLight p-s">Doloromics</h1><p class="p-lg regular color-medium">Doloromics Enables 3x More Validated Chronic Pain Targets with LatchBio</p><div><div class="h3 page_quote__Brp8W page_headerQuote__D6bIr"><p class="h3 luminescent-text">The increased accessibility to data has led us to generate new therapeutic targets. It’s increased our ability to quickly query data to quantify gene expression in targeted tissues, to identify new biomarkers for different types of pain, and to validate those targets”</p></div><div class="page_attribution__BOMET"><img alt="Headshot of Jackson" loading="lazy" width="48" height="48" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fjackson.9079988a.jpg&w=48&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fjackson.9079988a.jpg&w=96&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fjackson.9079988a.jpg&w=96&q=75"/><p class="p-s">Jackson Brougher, Chief Scientific Officer, Doloromics</p></div></div></div><div class="page_rightCol__6Frbw page_col__g_nPu"><div class="page_heroImageLayoutContainer__Z4Qgv"><div class="page_heroImageContainer__Dq4pA page_heroImageContainerPlain__3h7Za" style="left:-50%;top:-80%;bottom:0%"><img alt="" loading="lazy" width="2768" height="2768" decoding="async" data-nimg="1" class="page_heroImage__eUSL3" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fneuron.03c37baa.png&w=3840&q=75 1x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fneuron.03c37baa.png&w=3840&q=75"/></div><div class="page_heroImageContainer__Dq4pA" style="left:30%;top:20%;bottom:15%"><img alt="Spacial omics data visualisation analysis that can be used to identify cell types and spatial patterns in tissue sections through the use of spatial transcriptomics and spatial proteomics" loading="lazy" width="1284" height="1094" decoding="async" data-nimg="1" class="page_heroImage__eUSL3" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fteam-working-in-lab.28dff0c5.jpg&w=1920&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fteam-working-in-lab.28dff0c5.jpg&w=3840&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fteam-working-in-lab.28dff0c5.jpg&w=3840&q=75"/></div></div></div></header></div></div><main class="page_main__JEjlp"><div class="container_container__7U8A5"><div class="page_storyGrid__8CL2H page_sectionSpacer__GBpFG"><div class="page_leftCol__qwegc page_col__g_nPu"></div><div class="page_middleCol__ok0Ho page_col__g_nPu text-block"><h2 class="h5">TL;DR</h2><p class="p-s"><span class="text-bold">Doloromics</span> focuses on understanding the signals communicated between tissues and nociceptors and developing ways to block these signals to restore homeostasis and eliminate chronic pain.</p><p class="p-s"><span class="text-bold">Latch</span> provided an accessible, customizable platform that streamlined their data analysis and target validation process, enabling them to triple the number of therapeutic targets in their pipeline.</p><ul class="list"><li class="p-s text-block"><h6 class="luminescent-text">300% increase in validated drug targets</h6><p>Biologists are now able to easily access, ask questions, run custom analyses, and query data, leading to 3x faster target drug target validation.</p></li><li class="p-s text-block"><h6 class="luminescent-text">Reduced informatics onboarding time from days to “instant” </h6><p>Everyone from intro-level scientists to skilled bioinformaticians are able to simply log on and access the team’s data infra, whereas they previously had to learn AWS.</p></li><li class="p-s text-block"><h6 class="luminescent-text">Enabled custom data analysis at scale</h6><p>The Latch platform allowed Doloromics to deploy internal single-cell pipelines, notebooks, and code at scale.</p></li></ul></div><div class="page_rightCol__6Frbw page_col__g_nPu"><div class="page_companyOverviewCard__MotT1"><div><img alt="Doloromics Logo" loading="lazy" width="308" height="100" decoding="async" data-nimg="1" class="page_logo__a1Nat" style="color:transparent" src="/_next/static/media/doloromics.c79c8205.svg"/><p class="p-xs"><a href="https://www.doloromics.com" target="_blank" rel="noreferrer">doloromics.com</a></p></div><div class="page_cardSection__I2kkv"><p class="p-xs bold">Industry/Assays</p><p class="p-xs">Drug Discovery/NGS</p></div><div class="page_cardSection__I2kkv"><p class="p-xs bold">Based</p><p class="p-sx">Menlo Park, CA</p></div></div></div></div><div class="page_storyGrid__8CL2H page_sectionSpacer__GBpFG"><div class="page_leftCol__qwegc page_col__g_nPu"></div><div class="page_middleCol__ok0Ho page_col__g_nPu text-block"><h2 class="h5">Doloromics’ Story</h2><p class="p-s">Doloromics is an end-to-end human-to-human discovery and validation platform for identifying novel targets for the treatment of chronic pain. They focus on understanding the signals communicated between tissues and nociceptors and developing ways to block these signals to restore homeostasis and eliminate chronic pain.</p><p class="p-s">They collaborate with organ donor organizations to access human sensory tissue, as well as tissues from the human periphery that are innervated by specialized sensory neurons called nociceptors.</p><img alt="two images, one of a neuron and the other of a scientist working in the lab" loading="lazy" width="1062" height="816" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Flab-work.50bf8804.jpg&w=1080&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Flab-work.50bf8804.jpg&w=3840&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Flab-work.50bf8804.jpg&w=3840&q=75"/><p class="p-s">Nociceptors allow you to sense the world around you. In an individual with chronic pain, these are what transmits their chronic pain signal.</p><div class="page_quote__Brp8W text-block"><p class="p-md color-dark italic">We know that nociceptors interact with tissues - they innervate - in different ways. What we can actually do is look at the signals communicated between the tissues of innervation. And identify how those signals and mechanisms are changing in different types of chronic pain. Our aim is to develop disease-modifying therapeutics to eliminate chronic pain.”</p></div></div></div><div class="page_storyGrid__8CL2H page_sectionSpacer__GBpFG"><div class="page_leftCol__qwegc page_col__g_nPu"></div><div class="page_middleCol__ok0Ho page_col__g_nPu text-block"><h2 class="h5">An “Atlas of Pain”</h2><p class="p-s">Prior to joining the Illumina Accelerator, the team at Doloromics banked 100s of tissue samples of Dorsal Root Ganglia (DRG). They leveraged Illumina’s unlimited access to sequencing for Bulk and Single-cell RNA, sequencing all their tissue. This created the most comprehensive atlas of the human DRG.</p><div class="page_quote__Brp8W text-block"><p class="p-md color-dark italic">[The sequencing data is] not just from healthy individuals, but individuals with varying different forms of neuropathic pain.</p><p class="p-md color-dark italic">The tissue is difficult to work with due to a number of factors, such as cell morphology. So my responsibility was establishing the scientific workflows and analyzing the sequencing runs from various different sequencing techniques we were piloting.</p><p class="p-md color-dark italic">From there, we started to build out that Atlas itself. Now, we’ve taken that data and we have used it to inform the generation of a stem cell line that we differentiate into sensory neurons that allows us to validate the therapeutic targets that we found.</p><p class="p-md color-dark italic">So we essentially go from human tissue and identifying targets from patients with chronic pain, to recapitulating the disease microenvironment within a cell culture, to be able to then test therapeutics that we’re developing and validate therapeutic targets.</p><img alt="a diagram showing the steps of the workflow described in the previous paragraph visually" loading="lazy" width="1204" height="366" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fdag.4a56c805.png&w=1920&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fdag.4a56c805.png&w=3840&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fdag.4a56c805.png&w=3840&q=75"/><p class="p-md color-dark italic">As you can imagine, this requires a significant bit of single-cell sequencing to plot differentiation of cells at different time points. We need to ensure the environment we are testing in accurately recapitulates the human tissue.”</p></div></div></div><div class="page_storyGrid__8CL2H page_sectionSpacer__GBpFG"><div class="page_leftCol__qwegc page_col__g_nPu"></div><div class="page_middleCol__ok0Ho page_col__g_nPu text-block"><h2 class="h5">The Need for Data Infrastructure</h2><p class="p-s">Leaving the Illumina Accelerator, the team had built the largest and most comprehensive atlas of sequencing data on the human DRG. The challenge was now to analyze the data.</p><div class="page_quote__Brp8W text-block"><p class="p-md color-dark italic">Here we are with tons and tons and tons of data... From the beginning, I wanted data to be accessible to everyone in the organization. I played around with Galaxy, s3 buckets, and many options. We considered on-site servers.</p><img alt="Jackson working at a sequencer" loading="lazy" width="1126" height="784" decoding="async" data-nimg="1" class="page_imageStyle__a4I03" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fjackson-at-sequencer.49e3317f.jpg&w=1200&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fjackson-at-sequencer.49e3317f.jpg&w=3840&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fjackson-at-sequencer.49e3317f.jpg&w=3840&q=75"/><p class="p-md color-dark italic">I knew this was unsustainable. As a co-founder of a startup, we have choices to make as it pertains to hiring - do we hire an incredibly talented bioinformatician or an incredibly talented scientist in pain research? And what if we could combine those?</p><p class="p-md color-dark italic">Whoever we hired, I wanted everyone to access the data. I really wanted to level that playing field. Coming from neuroscience, I didn’t understand why there is such a walled garden around bioinformatics.</p><p class="p-md color-dark italic">Increasing access to that walled garden by making tools just a bit more accessible - this is what drew me to Latch. I wanted us to be able to grow: to hire scientists, bioinformaticians, anybody, without them worrying about a skillset deficit.”</p></div></div></div><div class="page_storyGrid__8CL2H page_sectionSpacer__GBpFG"><div class="page_leftCol__qwegc page_col__g_nPu"></div><div class="page_middleCol__ok0Ho page_col__g_nPu text-block"><h2 class="h5">The Adoption of Latch</h2><p class="p-s">The team went with the pain scientist and started looking for data & analysis tooling. They had played around with existing tools, but were really focused on accessibility to their team.</p><div class="page_quote__Brp8W text-block"><p class="p-md color-dark italic">Onboarding our lead scientist onto Latch and getting her acquainted with our data was painless. It allowed her more time to get familiar with the data we had generated. This was huge. And this really leveled that playing field.</p><p class="p-md color-dark italic">Now, if I hire a bioinformatician tomorrow, Latch enables them to work with their own workflows in a familiar, custom environment. And if I went and hired 5 wet lab scientists tomorrow, they could also work in Latch. It’s accessible for both.”</p><img alt="scientist working at a microscope" loading="lazy" width="1140" height="728" decoding="async" data-nimg="1" class="page_imageStyle__a4I03" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fscientist-at-microscope.ebcdbd49.jpg&w=1200&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fscientist-at-microscope.ebcdbd49.jpg&w=3840&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fscientist-at-microscope.ebcdbd49.jpg&w=3840&q=75"/></div></div></div><div class="page_storyGrid__8CL2H page_sectionSpacer__GBpFG"><div class="page_leftCol__qwegc page_col__g_nPu"></div><div class="page_middleCol__ok0Ho page_col__g_nPu text-block"><h2 class="h5">Accelerating Drug Target Discovery</h2><p class="p-s">With a platform in place to easily access, explore, and interpret data together, doloromics started enabling various scientists to mine their datasets for new targets, without the need for extensive bioinformatics training.</p><div class="page_quote__Brp8W text-block"><p class="p-md color-dark italic">The increased accessibility to data has led us to generate new therapeutic targets. It’s increased our ability to quickly query data to find out if we have expression of different markers, to identify new biomarkers for different types of pain, and to validate those targets.</p><p class="p-md color-dark italic">Last July, we had 4-5 validated targets in our pipeline. In the year since then, we’ve increased that to 12-15 targets. The number of targets in our pipeline has tripled.</p><p class="p-md color-dark italic">We have this entire menu of therapeutic targets we have validated now. And we are able to rapidly generate these in pain, and other areas of science.”</p></div><p class="p-s prettylinks">Doloromics continues to push the edges of pain science. And we feel honored to play a small role in the advancement of their science. To learn more, go to <a href="https://www.doloromics.com" target="_blank" rel="noreferrer">doloromics.com</a>.</p></div></div><div class="page_storyGrid__8CL2H page_sectionSpacer__GBpFG"><div class="page_leftCol__qwegc page_col__g_nPu"></div><div class="page_middleCol__ok0Ho page_col__g_nPu text-block"><div class="h3 page_quote__Brp8W"><p class="h3 luminescent-text">The increased accessibility to data has led us to generate new therapeutic targets. It’s increased our ability to quickly query data to quantify gene expression in targeted tissues, to identify new biomarkers for different types of pain, and to validate those targets”</p></div><div class="page_attribution__BOMET"><img alt="Headshot of Jackson" loading="lazy" width="48" height="48" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fjackson.9079988a.jpg&w=48&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fjackson.9079988a.jpg&w=96&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fjackson.9079988a.jpg&w=96&q=75"/><p class="p-s">Jackson Brougher, Chief Scientific Officer, Doloromics</p></div></div></div></div></main></div></div><footer class="footer_background__HDMS9"><div class="container_container__7U8A5 footer_container__LsEE4"><nav id="footer-nav" class="footer_nav__tK6HE" aria-label="Footer"><div class="footer_topRow__NczJa"><div><a href="/" class="logo_logoHover__oE6YQ logo_logo__Xq_4T" 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It’s increased our ability to quickly query data to find out if we have expression of different markers, to identify new biomarkers for different types of pain, and to validate those targets.\"}],[\"$\",\"p\",null,{\"className\":\"p-md color-dark italic\",\"children\":\"Last July, we had 4-5 validated targets in our pipeline. In the year since then, we’ve increased that to 12-15 targets. The number of targets in our pipeline has tripled.\"}],[\"$\",\"p\",null,{\"className\":\"p-md color-dark italic\",\"children\":\"We have this entire menu of therapeutic targets we have validated now. And we are able to rapidly generate these in pain, and other areas of science.”\"}]]}],[\"$\",\"p\",null,{\"className\":\"p-s prettylinks\",\"children\":[\"Doloromics continues to push the edges of pain science. And we feel honored to play a small role in the advancement of their science. 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