A single-cell landscape of high-grade serous ovarian cancer

Malignant abdominal fluid (ascites) frequently develops in women with advanced high-grade serous ovarian cancer (HGSOC) and is associated with drug resistance and a poor prognosis 1 . To comprehensively characterize the HGSOC ascites ecosystem, we used single-cell RNA sequencing to profile ~11,000 c...

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Veröffentlicht in:Nature medicine 2020-08, Vol.26 (8), p.1271-1279
Hauptverfasser: Izar, Benjamin, Tirosh, Itay, Stover, Elizabeth H., Wakiro, Isaac, Cuoco, Michael S., Alter, Idan, Rodman, Christopher, Leeson, Rachel, Su, Mei-Ju, Shah, Parin, Iwanicki, Marcin, Walker, Sarah R., Kanodia, Abhay, Melms, Johannes C., Mei, Shaolin, Lin, Jia-Ren, Porter, Caroline B. M., Slyper, Michal, Waldman, Julia, Jerby-Arnon, Livnat, Ashenberg, Orr, Brinker, Titus J., Mills, Caitlin, Rogava, Meri, Vigneau, Sébastien, Sorger, Peter K., Garraway, Levi A., Konstantinopoulos, Panagiotis A., Liu, Joyce F., Matulonis, Ursula, Johnson, Bruce E., Rozenblatt-Rosen, Orit, Rotem, Asaf, Regev, Aviv
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container_end_page 1279
container_issue 8
container_start_page 1271
container_title Nature medicine
container_volume 26
creator Izar, Benjamin
Tirosh, Itay
Stover, Elizabeth H.
Wakiro, Isaac
Cuoco, Michael S.
Alter, Idan
Rodman, Christopher
Leeson, Rachel
Su, Mei-Ju
Shah, Parin
Iwanicki, Marcin
Walker, Sarah R.
Kanodia, Abhay
Melms, Johannes C.
Mei, Shaolin
Lin, Jia-Ren
Porter, Caroline B. M.
Slyper, Michal
Waldman, Julia
Jerby-Arnon, Livnat
Ashenberg, Orr
Brinker, Titus J.
Mills, Caitlin
Rogava, Meri
Vigneau, Sébastien
Sorger, Peter K.
Garraway, Levi A.
Konstantinopoulos, Panagiotis A.
Liu, Joyce F.
Matulonis, Ursula
Johnson, Bruce E.
Rozenblatt-Rosen, Orit
Rotem, Asaf
Regev, Aviv
description Malignant abdominal fluid (ascites) frequently develops in women with advanced high-grade serous ovarian cancer (HGSOC) and is associated with drug resistance and a poor prognosis 1 . To comprehensively characterize the HGSOC ascites ecosystem, we used single-cell RNA sequencing to profile ~11,000 cells from 22 ascites specimens from 11 patients with HGSOC. We found significant inter-patient variability in the composition and functional programs of ascites cells, including immunomodulatory fibroblast sub-populations and dichotomous macrophage populations. We found that the previously described immunoreactive and mesenchymal subtypes of HGSOC, which have prognostic implications, reflect the abundance of immune infiltrates and fibroblasts rather than distinct subsets of malignant cells 2 . Malignant cell variability was partly explained by heterogeneous copy number alteration patterns or expression of a stemness program. Malignant cells shared expression of inflammatory programs that were largely recapitulated in single-cell RNA sequencing of ~35,000 cells from additionally collected samples, including three ascites, two primary HGSOC tumors and three patient ascites-derived xenograft models. Inhibition of the JAK/STAT pathway, which was expressed in both malignant cells and cancer-associated fibroblasts, had potent anti-tumor activity in primary short-term cultures and patient-derived xenograft models. Our work contributes to resolving the HSGOC landscape 3 – 5 and provides a resource for the development of novel therapeutic approaches. Single-cell transcriptomics analysis of malignant ascites samples from patients with high-grade serous ovarian cancer reveals inter- and intra-patient heterogeneity in malignant cells, cancer-associated fibroblasts and macrophages.
doi_str_mv 10.1038/s41591-020-0926-0
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We found that the previously described immunoreactive and mesenchymal subtypes of HGSOC, which have prognostic implications, reflect the abundance of immune infiltrates and fibroblasts rather than distinct subsets of malignant cells 2 . Malignant cell variability was partly explained by heterogeneous copy number alteration patterns or expression of a stemness program. Malignant cells shared expression of inflammatory programs that were largely recapitulated in single-cell RNA sequencing of ~35,000 cells from additionally collected samples, including three ascites, two primary HGSOC tumors and three patient ascites-derived xenograft models. Inhibition of the JAK/STAT pathway, which was expressed in both malignant cells and cancer-associated fibroblasts, had potent anti-tumor activity in primary short-term cultures and patient-derived xenograft models. Our work contributes to resolving the HSGOC landscape 3 – 5 and provides a resource for the development of novel therapeutic approaches. 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To comprehensively characterize the HGSOC ascites ecosystem, we used single-cell RNA sequencing to profile ~11,000 cells from 22 ascites specimens from 11 patients with HGSOC. We found significant inter-patient variability in the composition and functional programs of ascites cells, including immunomodulatory fibroblast sub-populations and dichotomous macrophage populations. We found that the previously described immunoreactive and mesenchymal subtypes of HGSOC, which have prognostic implications, reflect the abundance of immune infiltrates and fibroblasts rather than distinct subsets of malignant cells 2 . Malignant cell variability was partly explained by heterogeneous copy number alteration patterns or expression of a stemness program. Malignant cells shared expression of inflammatory programs that were largely recapitulated in single-cell RNA sequencing of ~35,000 cells from additionally collected samples, including three ascites, two primary HGSOC tumors and three patient ascites-derived xenograft models. Inhibition of the JAK/STAT pathway, which was expressed in both malignant cells and cancer-associated fibroblasts, had potent anti-tumor activity in primary short-term cultures and patient-derived xenograft models. Our work contributes to resolving the HSGOC landscape 3 – 5 and provides a resource for the development of novel therapeutic approaches. 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M. ; Slyper, Michal ; Waldman, Julia ; Jerby-Arnon, Livnat ; Ashenberg, Orr ; Brinker, Titus J. ; Mills, Caitlin ; Rogava, Meri ; Vigneau, Sébastien ; Sorger, Peter K. ; Garraway, Levi A. ; Konstantinopoulos, Panagiotis A. ; Liu, Joyce F. ; Matulonis, Ursula ; Johnson, Bruce E. ; Rozenblatt-Rosen, Orit ; Rotem, Asaf ; Regev, Aviv</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c740t-137ea4c5f3095291903d21a2272d283c75871b57cf3e0e2b0e0d0ed0a84436be3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>631/208/514/1949</topic><topic>631/67/327</topic><topic>631/67/69</topic><topic>692/699/67/1517/1709</topic><topic>692/699/67/580</topic><topic>Analysis</topic><topic>Anticancer properties</topic><topic>Antitumor agents</topic><topic>Ascites</topic><topic>Ascites - genetics</topic><topic>Ascites - pathology</topic><topic>Ascites cells</topic><topic>Biomedical and Life Sciences</topic><topic>Biomedicine</topic><topic>Cancer</topic><topic>Cancer Research</topic><topic>Cell Line, Tumor</topic><topic>Copy number</topic><topic>Cystadenoma, Serous - genetics</topic><topic>Cystadenoma, Serous - pathology</topic><topic>Development and progression</topic><topic>DNA Copy Number Variations - genetics</topic><topic>Drug resistance</topic><topic>Drug Resistance, Neoplasm - genetics</topic><topic>Female</topic><topic>Fibroblasts</topic><topic>Fibroblasts - metabolism</topic><topic>Gene Expression Regulation, Neoplastic</topic><topic>Gene sequencing</topic><topic>Genetic aspects</topic><topic>Heterogeneity</topic><topic>Heterografts</topic><topic>Humans</topic><topic>Immunomodulation</topic><topic>Infectious Diseases</topic><topic>Inflammation</topic><topic>Janus Kinase 1 - genetics</topic><topic>Letter</topic><topic>Macrophages</topic><topic>Mesenchyme</topic><topic>Metabolic Diseases</topic><topic>Molecular Medicine</topic><topic>Neoplasm Grading</topic><topic>Neoplasm Proteins - genetics</topic><topic>Neurosciences</topic><topic>Ovarian cancer</topic><topic>Ovarian Neoplasms - genetics</topic><topic>Ovarian Neoplasms - pathology</topic><topic>Populations</topic><topic>Prognosis</topic><topic>Ribonucleic acid</topic><topic>RNA</topic><topic>RNA sequencing</topic><topic>Sequence Analysis, RNA</topic><topic>Signal Transduction - genetics</topic><topic>Single-Cell Analysis</topic><topic>STAT Transcription Factors - genetics</topic><topic>Transcriptomics</topic><topic>Tumors</topic><topic>Xenografts</topic><topic>Xenotransplantation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Izar, Benjamin</creatorcontrib><creatorcontrib>Tirosh, Itay</creatorcontrib><creatorcontrib>Stover, Elizabeth H.</creatorcontrib><creatorcontrib>Wakiro, Isaac</creatorcontrib><creatorcontrib>Cuoco, Michael S.</creatorcontrib><creatorcontrib>Alter, Idan</creatorcontrib><creatorcontrib>Rodman, Christopher</creatorcontrib><creatorcontrib>Leeson, Rachel</creatorcontrib><creatorcontrib>Su, Mei-Ju</creatorcontrib><creatorcontrib>Shah, Parin</creatorcontrib><creatorcontrib>Iwanicki, Marcin</creatorcontrib><creatorcontrib>Walker, Sarah R.</creatorcontrib><creatorcontrib>Kanodia, Abhay</creatorcontrib><creatorcontrib>Melms, Johannes C.</creatorcontrib><creatorcontrib>Mei, Shaolin</creatorcontrib><creatorcontrib>Lin, Jia-Ren</creatorcontrib><creatorcontrib>Porter, Caroline B. M.</creatorcontrib><creatorcontrib>Slyper, Michal</creatorcontrib><creatorcontrib>Waldman, Julia</creatorcontrib><creatorcontrib>Jerby-Arnon, Livnat</creatorcontrib><creatorcontrib>Ashenberg, Orr</creatorcontrib><creatorcontrib>Brinker, Titus J.</creatorcontrib><creatorcontrib>Mills, Caitlin</creatorcontrib><creatorcontrib>Rogava, Meri</creatorcontrib><creatorcontrib>Vigneau, Sébastien</creatorcontrib><creatorcontrib>Sorger, Peter K.</creatorcontrib><creatorcontrib>Garraway, Levi A.</creatorcontrib><creatorcontrib>Konstantinopoulos, Panagiotis A.</creatorcontrib><creatorcontrib>Liu, Joyce F.</creatorcontrib><creatorcontrib>Matulonis, Ursula</creatorcontrib><creatorcontrib>Johnson, Bruce E.</creatorcontrib><creatorcontrib>Rozenblatt-Rosen, Orit</creatorcontrib><creatorcontrib>Rotem, Asaf</creatorcontrib><creatorcontrib>Regev, Aviv</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Opposing Viewpoints</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Calcium &amp; Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Immunology Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Health &amp; Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Research Library</collection><collection>Science Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Research Library (Corporate)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Nature medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Izar, Benjamin</au><au>Tirosh, Itay</au><au>Stover, Elizabeth H.</au><au>Wakiro, Isaac</au><au>Cuoco, Michael S.</au><au>Alter, Idan</au><au>Rodman, Christopher</au><au>Leeson, Rachel</au><au>Su, Mei-Ju</au><au>Shah, Parin</au><au>Iwanicki, Marcin</au><au>Walker, Sarah R.</au><au>Kanodia, Abhay</au><au>Melms, Johannes C.</au><au>Mei, Shaolin</au><au>Lin, Jia-Ren</au><au>Porter, Caroline B. M.</au><au>Slyper, Michal</au><au>Waldman, Julia</au><au>Jerby-Arnon, Livnat</au><au>Ashenberg, Orr</au><au>Brinker, Titus J.</au><au>Mills, Caitlin</au><au>Rogava, Meri</au><au>Vigneau, Sébastien</au><au>Sorger, Peter K.</au><au>Garraway, Levi A.</au><au>Konstantinopoulos, Panagiotis A.</au><au>Liu, Joyce F.</au><au>Matulonis, Ursula</au><au>Johnson, Bruce E.</au><au>Rozenblatt-Rosen, Orit</au><au>Rotem, Asaf</au><au>Regev, Aviv</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A single-cell landscape of high-grade serous ovarian cancer</atitle><jtitle>Nature medicine</jtitle><stitle>Nat Med</stitle><addtitle>Nat Med</addtitle><date>2020-08-01</date><risdate>2020</risdate><volume>26</volume><issue>8</issue><spage>1271</spage><epage>1279</epage><pages>1271-1279</pages><issn>1078-8956</issn><eissn>1546-170X</eissn><abstract>Malignant abdominal fluid (ascites) frequently develops in women with advanced high-grade serous ovarian cancer (HGSOC) and is associated with drug resistance and a poor prognosis 1 . To comprehensively characterize the HGSOC ascites ecosystem, we used single-cell RNA sequencing to profile ~11,000 cells from 22 ascites specimens from 11 patients with HGSOC. We found significant inter-patient variability in the composition and functional programs of ascites cells, including immunomodulatory fibroblast sub-populations and dichotomous macrophage populations. We found that the previously described immunoreactive and mesenchymal subtypes of HGSOC, which have prognostic implications, reflect the abundance of immune infiltrates and fibroblasts rather than distinct subsets of malignant cells 2 . Malignant cell variability was partly explained by heterogeneous copy number alteration patterns or expression of a stemness program. Malignant cells shared expression of inflammatory programs that were largely recapitulated in single-cell RNA sequencing of ~35,000 cells from additionally collected samples, including three ascites, two primary HGSOC tumors and three patient ascites-derived xenograft models. Inhibition of the JAK/STAT pathway, which was expressed in both malignant cells and cancer-associated fibroblasts, had potent anti-tumor activity in primary short-term cultures and patient-derived xenograft models. Our work contributes to resolving the HSGOC landscape 3 – 5 and provides a resource for the development of novel therapeutic approaches. Single-cell transcriptomics analysis of malignant ascites samples from patients with high-grade serous ovarian cancer reveals inter- and intra-patient heterogeneity in malignant cells, cancer-associated fibroblasts and macrophages.</abstract><cop>New York</cop><pub>Nature Publishing Group US</pub><pmid>32572264</pmid><doi>10.1038/s41591-020-0926-0</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0002-6578-3216</orcidid><orcidid>https://orcid.org/0000-0003-3293-3158</orcidid><orcidid>https://orcid.org/0000-0001-8375-8447</orcidid><orcidid>https://orcid.org/0000-0002-1032-1479</orcidid><orcidid>https://orcid.org/0000-0001-6313-3570</orcidid><orcidid>https://orcid.org/0000-0002-3364-1838</orcidid><orcidid>https://orcid.org/0000-0001-5477-2987</orcidid><orcidid>https://orcid.org/0000-0002-5248-4823</orcidid><orcidid>https://orcid.org/0000-0003-2163-5120</orcidid><orcidid>https://orcid.org/0000-0002-2608-4084</orcidid><orcidid>https://orcid.org/0000-0003-4702-7705</orcidid><oa>free_for_read</oa></addata></record>
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identifier ISSN: 1078-8956
ispartof Nature medicine, 2020-08, Vol.26 (8), p.1271-1279
issn 1078-8956
1546-170X
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7723336
source MEDLINE; Springer Nature - Complete Springer Journals; Nature Journals Online
subjects 631/208/514/1949
631/67/327
631/67/69
692/699/67/1517/1709
692/699/67/580
Analysis
Anticancer properties
Antitumor agents
Ascites
Ascites - genetics
Ascites - pathology
Ascites cells
Biomedical and Life Sciences
Biomedicine
Cancer
Cancer Research
Cell Line, Tumor
Copy number
Cystadenoma, Serous - genetics
Cystadenoma, Serous - pathology
Development and progression
DNA Copy Number Variations - genetics
Drug resistance
Drug Resistance, Neoplasm - genetics
Female
Fibroblasts
Fibroblasts - metabolism
Gene Expression Regulation, Neoplastic
Gene sequencing
Genetic aspects
Heterogeneity
Heterografts
Humans
Immunomodulation
Infectious Diseases
Inflammation
Janus Kinase 1 - genetics
Letter
Macrophages
Mesenchyme
Metabolic Diseases
Molecular Medicine
Neoplasm Grading
Neoplasm Proteins - genetics
Neurosciences
Ovarian cancer
Ovarian Neoplasms - genetics
Ovarian Neoplasms - pathology
Populations
Prognosis
Ribonucleic acid
RNA
RNA sequencing
Sequence Analysis, RNA
Signal Transduction - genetics
Single-Cell Analysis
STAT Transcription Factors - genetics
Transcriptomics
Tumors
Xenografts
Xenotransplantation
title A single-cell landscape of high-grade serous ovarian cancer
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