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 |
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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 |
format | Article |
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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.</description><identifier>ISSN: 1078-8956</identifier><identifier>EISSN: 1546-170X</identifier><identifier>DOI: 10.1038/s41591-020-0926-0</identifier><identifier>PMID: 32572264</identifier><language>eng</language><publisher>New York: Nature Publishing Group US</publisher><subject>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</subject><ispartof>Nature medicine, 2020-08, Vol.26 (8), p.1271-1279</ispartof><rights>The Author(s), under exclusive licence to Springer Nature America, Inc. 2020</rights><rights>COPYRIGHT 2020 Nature Publishing Group</rights><rights>The Author(s), under exclusive licence to Springer Nature America, Inc. 2020.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c740t-137ea4c5f3095291903d21a2272d283c75871b57cf3e0e2b0e0d0ed0a84436be3</citedby><cites>FETCH-LOGICAL-c740t-137ea4c5f3095291903d21a2272d283c75871b57cf3e0e2b0e0d0ed0a84436be3</cites><orcidid>0000-0002-6578-3216 ; 0000-0003-3293-3158 ; 0000-0001-8375-8447 ; 0000-0002-1032-1479 ; 0000-0001-6313-3570 ; 0000-0002-3364-1838 ; 0000-0001-5477-2987 ; 0000-0002-5248-4823 ; 0000-0003-2163-5120 ; 0000-0002-2608-4084 ; 0000-0003-4702-7705</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1038/s41591-020-0926-0$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1038/s41591-020-0926-0$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>230,314,776,780,881,27901,27902,41464,42533,51294</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32572264$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><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><title>A single-cell landscape of high-grade serous ovarian cancer</title><title>Nature medicine</title><addtitle>Nat Med</addtitle><addtitle>Nat Med</addtitle><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.</description><subject>631/208/514/1949</subject><subject>631/67/327</subject><subject>631/67/69</subject><subject>692/699/67/1517/1709</subject><subject>692/699/67/580</subject><subject>Analysis</subject><subject>Anticancer properties</subject><subject>Antitumor agents</subject><subject>Ascites</subject><subject>Ascites - genetics</subject><subject>Ascites - pathology</subject><subject>Ascites cells</subject><subject>Biomedical and Life Sciences</subject><subject>Biomedicine</subject><subject>Cancer</subject><subject>Cancer Research</subject><subject>Cell Line, Tumor</subject><subject>Copy number</subject><subject>Cystadenoma, Serous - genetics</subject><subject>Cystadenoma, Serous - pathology</subject><subject>Development and progression</subject><subject>DNA Copy Number Variations - genetics</subject><subject>Drug resistance</subject><subject>Drug Resistance, Neoplasm - genetics</subject><subject>Female</subject><subject>Fibroblasts</subject><subject>Fibroblasts - metabolism</subject><subject>Gene Expression Regulation, Neoplastic</subject><subject>Gene sequencing</subject><subject>Genetic aspects</subject><subject>Heterogeneity</subject><subject>Heterografts</subject><subject>Humans</subject><subject>Immunomodulation</subject><subject>Infectious Diseases</subject><subject>Inflammation</subject><subject>Janus Kinase 1 - genetics</subject><subject>Letter</subject><subject>Macrophages</subject><subject>Mesenchyme</subject><subject>Metabolic Diseases</subject><subject>Molecular Medicine</subject><subject>Neoplasm Grading</subject><subject>Neoplasm Proteins - genetics</subject><subject>Neurosciences</subject><subject>Ovarian cancer</subject><subject>Ovarian Neoplasms - genetics</subject><subject>Ovarian Neoplasms - pathology</subject><subject>Populations</subject><subject>Prognosis</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>RNA sequencing</subject><subject>Sequence Analysis, RNA</subject><subject>Signal Transduction - genetics</subject><subject>Single-Cell Analysis</subject><subject>STAT Transcription Factors - genetics</subject><subject>Transcriptomics</subject><subject>Tumors</subject><subject>Xenografts</subject><subject>Xenotransplantation</subject><issn>1078-8956</issn><issn>1546-170X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>8G5</sourceid><sourceid>BENPR</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNqNkl2L1TAQhoso7of-AG-kIIheZJ0kbdIiCIfFj4WFBb_wLuSk0zZLT3JM2sX996acdXcrR5BcJGSeeSeTebPsGYUTCrx6Ewta1pQAAwI1EwQeZIe0LAShEn48TGeQFanqUhxkRzFeAgCHsn6cHXBWSsZEcZi9XeXRum5AYnAY8kG7Jhq9xdy3eW-7nnRBN5hHDH6Kub_SwWqXG-0MhifZo1YPEZ_e7MfZtw_vv55-IucXH89OV-fEyAJGQrlEXZiy5VCXrKY18IZRzZhkDau4kWUl6bqUpuUIyNaA0AA2oKui4GKN_Dh7t9PdTusNNgbdGPSgtsFudLhWXlu1jDjbq85fKSkZ51wkgVc3AsH_nDCOamPj3K92mNpSrKCCSS4ES-iLv9BLPwWX2ksUn_8s_fkd1ekBlXWtT3XNLKpWgjMqJZdzWbKH6tBheqR32Np0veBP9vBpNbixZm_C60VCYkb8NXZ6ilGdffn8_-zF9yX78h7box7GPvphGq13cQnSHWiCjzFgezsUCmq2qNpZVCWLqtmiClLO8_vTvM3448kEsB0QU8h1GO5G8G_V35zZ6xI</recordid><startdate>20200801</startdate><enddate>20200801</enddate><creator>Izar, Benjamin</creator><creator>Tirosh, Itay</creator><creator>Stover, Elizabeth H.</creator><creator>Wakiro, Isaac</creator><creator>Cuoco, Michael S.</creator><creator>Alter, Idan</creator><creator>Rodman, Christopher</creator><creator>Leeson, Rachel</creator><creator>Su, Mei-Ju</creator><creator>Shah, Parin</creator><creator>Iwanicki, Marcin</creator><creator>Walker, Sarah R.</creator><creator>Kanodia, Abhay</creator><creator>Melms, Johannes C.</creator><creator>Mei, Shaolin</creator><creator>Lin, Jia-Ren</creator><creator>Porter, Caroline B. 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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. 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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> |
fulltext | fulltext |
identifier | ISSN: 1078-8956 |
ispartof | Nature medicine, 2020-08, Vol.26 (8), p.1271-1279 |
issn | 1078-8956 1546-170X |
language | eng |
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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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