Expansion sequencing: Spatially precise in situ transcriptomics in intact biological systems
Methods for highly multiplexed RNA imaging are limited in spatial resolution and thus in their ability to localize transcripts to nanoscale and subcellular compartments. We adapt expansion microscopy, which physically expands biological specimens, for long-read untargeted and targeted in situ RNA se...
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creator | Alon, Shahar Goodwin, Daniel R Sinha, Anubhav Wassie, Asmamaw T Chen, Fei Daugharthy, Evan R Bando, Yosuke Kajita, Atsushi Xue, Andrew G Marrett, Karl Prior, Robert Cui, Yi Payne, Andrew C Yao, Chun-Chen Suk, Ho-Jun Wang, Ru Yu, Chih-Chieh Jay Tillberg, Paul Reginato, Paul Pak, Nikita Liu, Songlei Punthambaker, Sukanya Iyer, Eswar P R Kohman, Richie E Miller, Jeremy A Lein, Ed S Lako, Ana Cullen, Nicole Rodig, Scott Helvie, Karla Abravanel, Daniel L Wagle, Nikhil Johnson, Bruce E Klughammer, Johanna Slyper, Michal Waldman, Julia Jané-Valbuena, Judit Rozenblatt-Rosen, Orit Regev, Aviv Church, George M Marblestone, Adam H Boyden, Edward S |
description | Methods for highly multiplexed RNA imaging are limited in spatial resolution and thus in their ability to localize transcripts to nanoscale and subcellular compartments. We adapt expansion microscopy, which physically expands biological specimens, for long-read untargeted and targeted in situ RNA sequencing. We applied untargeted expansion sequencing (ExSeq) to the mouse brain, which yielded the readout of thousands of genes, including splice variants. Targeted ExSeq yielded nanoscale-resolution maps of RNAs throughout dendrites and spines in the neurons of the mouse hippocampus, revealing patterns across multiple cell types, layer-specific cell types across the mouse visual cortex, and the organization and position-dependent states of tumor and immune cells in a human metastatic breast cancer biopsy. Thus, ExSeq enables highly multiplexed mapping of RNAs from nanoscale to system scale. |
doi_str_mv | 10.1126/science.aax2656 |
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We adapt expansion microscopy, which physically expands biological specimens, for long-read untargeted and targeted in situ RNA sequencing. We applied untargeted expansion sequencing (ExSeq) to the mouse brain, which yielded the readout of thousands of genes, including splice variants. Targeted ExSeq yielded nanoscale-resolution maps of RNAs throughout dendrites and spines in the neurons of the mouse hippocampus, revealing patterns across multiple cell types, layer-specific cell types across the mouse visual cortex, and the organization and position-dependent states of tumor and immune cells in a human metastatic breast cancer biopsy. Thus, ExSeq enables highly multiplexed mapping of RNAs from nanoscale to system scale.</description><identifier>ISSN: 0036-8075</identifier><identifier>ISSN: 1095-9203</identifier><identifier>EISSN: 1095-9203</identifier><identifier>DOI: 10.1126/science.aax2656</identifier><identifier>PMID: 33509999</identifier><language>eng</language><publisher>United States: The American Association for the Advancement of Science</publisher><subject>Alternative splicing ; Animals ; Biopsy ; Breast cancer ; Breast Neoplasms - immunology ; Breast Neoplasms - pathology ; Cancer ; Chemical reactions ; Compartments ; Context ; Dendrites ; Dendritic Spines ; Dendritic transport ; Expansion ; Female ; Fluorescence ; Gene expression ; Gene Expression Profiling - methods ; Gene mapping ; Gene sequencing ; Genes ; Hippocampus ; Humans ; Hydrogels ; Immune system ; Interrogation ; Introns ; Localization ; Mapping ; Medical imaging ; Metastases ; Metastasis ; Mice ; Microscopes ; Microscopy ; Molecular Imaging - methods ; Multiplexing ; Neuroimaging ; Neurons ; Polymers ; Pyramidal cells ; Ribonucleic acid ; RNA ; Sequence Analysis, RNA - methods ; Single-Cell Analysis - methods ; Spatial discrimination ; Spatial resolution ; Technology ; Tissues ; Transcription factors ; Transcripts (Written Records) ; Tumor cells ; Tumors ; Visual Cortex ; Visual observation ; Visualization</subject><ispartof>Science (American Association for the Advancement of Science), 2021-01, Vol.371 (6528)</ispartof><rights>Copyright © 2021 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works.</rights><rights>Copyright © 2021 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c421t-dca65b56cdcd9337209e614f52f4b0f6ffab4ef2ceb956aac34c9f6843a7bb7f3</citedby><cites>FETCH-LOGICAL-c421t-dca65b56cdcd9337209e614f52f4b0f6ffab4ef2ceb956aac34c9f6843a7bb7f3</cites><orcidid>0000-0002-7458-3478 ; 0000-0002-3002-0366 ; 0000-0002-7412-671X ; 0000-0002-0584-5833 ; 0000-0002-3628-9278 ; 0000-0001-8607-8260 ; 0000-0002-5651-1745 ; 0000-0002-5782-0056 ; 0000-0002-8575-8376 ; 0000-0002-7288-0479 ; 0000-0002-9150-6503 ; 0000-0003-3293-3158 ; 0000-0002-0419-3351 ; 0000-0001-9395-5890 ; 0000-0002-4428-3212 ; 0000-0002-0129-1618 ; 0000-0003-3332-9438 ; 0000-0002-1311-5232 ; 0000-0002-7212-6994 ; 0000-0002-8597-0174 ; 0000-0001-8713-0446 ; 0000-0002-2568-2365 ; 0000-0002-0775-2913 ; 0000-0001-9012-6552 ; 0000-0002-7525-9047 ; 0000-0003-4549-588X ; 0000-0001-6878-9990 ; 0000-0001-6313-3570 ; 0000-0002-1545-3163 ; 0000-0003-2931-6212</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,777,781,882,2871,2872,27905,27906</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33509999$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Alon, Shahar</creatorcontrib><creatorcontrib>Goodwin, Daniel R</creatorcontrib><creatorcontrib>Sinha, Anubhav</creatorcontrib><creatorcontrib>Wassie, Asmamaw T</creatorcontrib><creatorcontrib>Chen, Fei</creatorcontrib><creatorcontrib>Daugharthy, Evan R</creatorcontrib><creatorcontrib>Bando, Yosuke</creatorcontrib><creatorcontrib>Kajita, Atsushi</creatorcontrib><creatorcontrib>Xue, Andrew G</creatorcontrib><creatorcontrib>Marrett, Karl</creatorcontrib><creatorcontrib>Prior, Robert</creatorcontrib><creatorcontrib>Cui, Yi</creatorcontrib><creatorcontrib>Payne, Andrew C</creatorcontrib><creatorcontrib>Yao, Chun-Chen</creatorcontrib><creatorcontrib>Suk, Ho-Jun</creatorcontrib><creatorcontrib>Wang, Ru</creatorcontrib><creatorcontrib>Yu, Chih-Chieh Jay</creatorcontrib><creatorcontrib>Tillberg, Paul</creatorcontrib><creatorcontrib>Reginato, Paul</creatorcontrib><creatorcontrib>Pak, Nikita</creatorcontrib><creatorcontrib>Liu, Songlei</creatorcontrib><creatorcontrib>Punthambaker, Sukanya</creatorcontrib><creatorcontrib>Iyer, Eswar P R</creatorcontrib><creatorcontrib>Kohman, Richie E</creatorcontrib><creatorcontrib>Miller, Jeremy A</creatorcontrib><creatorcontrib>Lein, Ed S</creatorcontrib><creatorcontrib>Lako, Ana</creatorcontrib><creatorcontrib>Cullen, Nicole</creatorcontrib><creatorcontrib>Rodig, Scott</creatorcontrib><creatorcontrib>Helvie, Karla</creatorcontrib><creatorcontrib>Abravanel, Daniel L</creatorcontrib><creatorcontrib>Wagle, Nikhil</creatorcontrib><creatorcontrib>Johnson, Bruce E</creatorcontrib><creatorcontrib>Klughammer, Johanna</creatorcontrib><creatorcontrib>Slyper, Michal</creatorcontrib><creatorcontrib>Waldman, Julia</creatorcontrib><creatorcontrib>Jané-Valbuena, Judit</creatorcontrib><creatorcontrib>Rozenblatt-Rosen, Orit</creatorcontrib><creatorcontrib>Regev, Aviv</creatorcontrib><creatorcontrib>Church, George M</creatorcontrib><creatorcontrib>Marblestone, Adam H</creatorcontrib><creatorcontrib>Boyden, Edward S</creatorcontrib><creatorcontrib>IMAXT Consortium</creatorcontrib><title>Expansion sequencing: Spatially precise in situ transcriptomics in intact biological systems</title><title>Science (American Association for the Advancement of Science)</title><addtitle>Science</addtitle><description>Methods for highly multiplexed RNA imaging are limited in spatial resolution and thus in their ability to localize transcripts to nanoscale and subcellular compartments. We adapt expansion microscopy, which physically expands biological specimens, for long-read untargeted and targeted in situ RNA sequencing. We applied untargeted expansion sequencing (ExSeq) to the mouse brain, which yielded the readout of thousands of genes, including splice variants. Targeted ExSeq yielded nanoscale-resolution maps of RNAs throughout dendrites and spines in the neurons of the mouse hippocampus, revealing patterns across multiple cell types, layer-specific cell types across the mouse visual cortex, and the organization and position-dependent states of tumor and immune cells in a human metastatic breast cancer biopsy. Thus, ExSeq enables highly multiplexed mapping of RNAs from nanoscale to system scale.</description><subject>Alternative splicing</subject><subject>Animals</subject><subject>Biopsy</subject><subject>Breast cancer</subject><subject>Breast Neoplasms - immunology</subject><subject>Breast Neoplasms - pathology</subject><subject>Cancer</subject><subject>Chemical reactions</subject><subject>Compartments</subject><subject>Context</subject><subject>Dendrites</subject><subject>Dendritic Spines</subject><subject>Dendritic transport</subject><subject>Expansion</subject><subject>Female</subject><subject>Fluorescence</subject><subject>Gene expression</subject><subject>Gene Expression Profiling - methods</subject><subject>Gene mapping</subject><subject>Gene sequencing</subject><subject>Genes</subject><subject>Hippocampus</subject><subject>Humans</subject><subject>Hydrogels</subject><subject>Immune system</subject><subject>Interrogation</subject><subject>Introns</subject><subject>Localization</subject><subject>Mapping</subject><subject>Medical imaging</subject><subject>Metastases</subject><subject>Metastasis</subject><subject>Mice</subject><subject>Microscopes</subject><subject>Microscopy</subject><subject>Molecular Imaging - methods</subject><subject>Multiplexing</subject><subject>Neuroimaging</subject><subject>Neurons</subject><subject>Polymers</subject><subject>Pyramidal cells</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>Sequence Analysis, RNA - methods</subject><subject>Single-Cell Analysis - methods</subject><subject>Spatial discrimination</subject><subject>Spatial resolution</subject><subject>Technology</subject><subject>Tissues</subject><subject>Transcription factors</subject><subject>Transcripts (Written Records)</subject><subject>Tumor cells</subject><subject>Tumors</subject><subject>Visual Cortex</subject><subject>Visual 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sequencing: Spatially precise in situ transcriptomics in intact biological systems</title><author>Alon, Shahar ; Goodwin, Daniel R ; Sinha, Anubhav ; Wassie, Asmamaw T ; Chen, Fei ; Daugharthy, Evan R ; Bando, Yosuke ; Kajita, Atsushi ; Xue, Andrew G ; Marrett, Karl ; Prior, Robert ; Cui, Yi ; Payne, Andrew C ; Yao, Chun-Chen ; Suk, Ho-Jun ; Wang, Ru ; Yu, Chih-Chieh Jay ; Tillberg, Paul ; Reginato, Paul ; Pak, Nikita ; Liu, Songlei ; Punthambaker, Sukanya ; Iyer, Eswar P R ; Kohman, Richie E ; Miller, Jeremy A ; Lein, Ed S ; Lako, Ana ; Cullen, Nicole ; Rodig, Scott ; Helvie, Karla ; Abravanel, Daniel L ; Wagle, Nikhil ; Johnson, Bruce E ; Klughammer, Johanna ; Slyper, Michal ; Waldman, Julia ; Jané-Valbuena, Judit ; Rozenblatt-Rosen, Orit ; Regev, Aviv ; Church, George M ; Marblestone, Adam H ; Boyden, Edward 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(Alumni)</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Science (American Association for the Advancement of Science)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Alon, Shahar</au><au>Goodwin, Daniel R</au><au>Sinha, Anubhav</au><au>Wassie, Asmamaw T</au><au>Chen, Fei</au><au>Daugharthy, Evan R</au><au>Bando, Yosuke</au><au>Kajita, Atsushi</au><au>Xue, Andrew G</au><au>Marrett, Karl</au><au>Prior, Robert</au><au>Cui, Yi</au><au>Payne, Andrew C</au><au>Yao, Chun-Chen</au><au>Suk, Ho-Jun</au><au>Wang, Ru</au><au>Yu, Chih-Chieh Jay</au><au>Tillberg, Paul</au><au>Reginato, Paul</au><au>Pak, Nikita</au><au>Liu, Songlei</au><au>Punthambaker, Sukanya</au><au>Iyer, Eswar P R</au><au>Kohman, Richie E</au><au>Miller, Jeremy A</au><au>Lein, Ed S</au><au>Lako, Ana</au><au>Cullen, Nicole</au><au>Rodig, Scott</au><au>Helvie, Karla</au><au>Abravanel, Daniel L</au><au>Wagle, Nikhil</au><au>Johnson, Bruce E</au><au>Klughammer, Johanna</au><au>Slyper, Michal</au><au>Waldman, Julia</au><au>Jané-Valbuena, Judit</au><au>Rozenblatt-Rosen, Orit</au><au>Regev, Aviv</au><au>Church, George M</au><au>Marblestone, Adam H</au><au>Boyden, Edward S</au><aucorp>IMAXT Consortium</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Expansion sequencing: Spatially precise in situ transcriptomics in intact biological systems</atitle><jtitle>Science (American Association for the Advancement of Science)</jtitle><addtitle>Science</addtitle><date>2021-01-29</date><risdate>2021</risdate><volume>371</volume><issue>6528</issue><issn>0036-8075</issn><issn>1095-9203</issn><eissn>1095-9203</eissn><abstract>Methods for highly multiplexed RNA imaging are limited in spatial resolution and thus in their ability to localize transcripts to nanoscale and subcellular compartments. We adapt expansion microscopy, which physically expands biological specimens, for long-read untargeted and targeted in situ RNA sequencing. We applied untargeted expansion sequencing (ExSeq) to the mouse brain, which yielded the readout of thousands of genes, including splice variants. Targeted ExSeq yielded nanoscale-resolution maps of RNAs throughout dendrites and spines in the neurons of the mouse hippocampus, revealing patterns across multiple cell types, layer-specific cell types across the mouse visual cortex, and the organization and position-dependent states of tumor and immune cells in a human metastatic breast cancer biopsy. Thus, ExSeq enables highly multiplexed mapping of RNAs from nanoscale to system scale.</abstract><cop>United States</cop><pub>The American Association for the Advancement of Science</pub><pmid>33509999</pmid><doi>10.1126/science.aax2656</doi><orcidid>https://orcid.org/0000-0002-7458-3478</orcidid><orcidid>https://orcid.org/0000-0002-3002-0366</orcidid><orcidid>https://orcid.org/0000-0002-7412-671X</orcidid><orcidid>https://orcid.org/0000-0002-0584-5833</orcidid><orcidid>https://orcid.org/0000-0002-3628-9278</orcidid><orcidid>https://orcid.org/0000-0001-8607-8260</orcidid><orcidid>https://orcid.org/0000-0002-5651-1745</orcidid><orcidid>https://orcid.org/0000-0002-5782-0056</orcidid><orcidid>https://orcid.org/0000-0002-8575-8376</orcidid><orcidid>https://orcid.org/0000-0002-7288-0479</orcidid><orcidid>https://orcid.org/0000-0002-9150-6503</orcidid><orcidid>https://orcid.org/0000-0003-3293-3158</orcidid><orcidid>https://orcid.org/0000-0002-0419-3351</orcidid><orcidid>https://orcid.org/0000-0001-9395-5890</orcidid><orcidid>https://orcid.org/0000-0002-4428-3212</orcidid><orcidid>https://orcid.org/0000-0002-0129-1618</orcidid><orcidid>https://orcid.org/0000-0003-3332-9438</orcidid><orcidid>https://orcid.org/0000-0002-1311-5232</orcidid><orcidid>https://orcid.org/0000-0002-7212-6994</orcidid><orcidid>https://orcid.org/0000-0002-8597-0174</orcidid><orcidid>https://orcid.org/0000-0001-8713-0446</orcidid><orcidid>https://orcid.org/0000-0002-2568-2365</orcidid><orcidid>https://orcid.org/0000-0002-0775-2913</orcidid><orcidid>https://orcid.org/0000-0001-9012-6552</orcidid><orcidid>https://orcid.org/0000-0002-7525-9047</orcidid><orcidid>https://orcid.org/0000-0003-4549-588X</orcidid><orcidid>https://orcid.org/0000-0001-6878-9990</orcidid><orcidid>https://orcid.org/0000-0001-6313-3570</orcidid><orcidid>https://orcid.org/0000-0002-1545-3163</orcidid><orcidid>https://orcid.org/0000-0003-2931-6212</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0036-8075 |
ispartof | Science (American Association for the Advancement of Science), 2021-01, Vol.371 (6528) |
issn | 0036-8075 1095-9203 1095-9203 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7900882 |
source | MEDLINE; American Association for the Advancement of Science |
subjects | Alternative splicing Animals Biopsy Breast cancer Breast Neoplasms - immunology Breast Neoplasms - pathology Cancer Chemical reactions Compartments Context Dendrites Dendritic Spines Dendritic transport Expansion Female Fluorescence Gene expression Gene Expression Profiling - methods Gene mapping Gene sequencing Genes Hippocampus Humans Hydrogels Immune system Interrogation Introns Localization Mapping Medical imaging Metastases Metastasis Mice Microscopes Microscopy Molecular Imaging - methods Multiplexing Neuroimaging Neurons Polymers Pyramidal cells Ribonucleic acid RNA Sequence Analysis, RNA - methods Single-Cell Analysis - methods Spatial discrimination Spatial resolution Technology Tissues Transcription factors Transcripts (Written Records) Tumor cells Tumors Visual Cortex Visual observation Visualization |
title | Expansion sequencing: Spatially precise in situ transcriptomics in intact biological systems |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-19T20%3A33%3A51IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Expansion%20sequencing:%20Spatially%20precise%20in%20situ%20transcriptomics%20in%20intact%20biological%20systems&rft.jtitle=Science%20(American%20Association%20for%20the%20Advancement%20of%20Science)&rft.au=Alon,%20Shahar&rft.aucorp=IMAXT%20Consortium&rft.date=2021-01-29&rft.volume=371&rft.issue=6528&rft.issn=0036-8075&rft.eissn=1095-9203&rft_id=info:doi/10.1126/science.aax2656&rft_dat=%3Cproquest_pubme%3E2483045706%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2483045706&rft_id=info:pmid/33509999&rfr_iscdi=true |