Single‐Cell Transcriptome Analysis Uncovers Intratumoral Heterogeneity and Underlying Mechanisms for Drug Resistance in Hepatobiliary Tumor Organoids
Molecular heterogeneity of hepatobiliary tumor including intertumoral and intratumoral disparity always leads to drug resistance. Here, seven hepatobiliary tumor organoids are generated to explore heterogeneity and evolution via single‐cell RNA sequencing. HCC272 with high status of epithelia‐mesenc...
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creator | Zhao, Yan Li, Zhi‐Xuan Zhu, Yan‐Jing Fu, Jing Zhao, Xiao‐Fang Zhang, Ya‐Ni Wang, Shan Wu, Jian‐Min Wang, Kai‐Ting Wu, Rui Sui, Cheng‐Jun Shen, Si‐Yun Wu, Xuan Wang, Hong‐Yang Gao, Dong Chen, Lei |
description | Molecular heterogeneity of hepatobiliary tumor including intertumoral and intratumoral disparity always leads to drug resistance. Here, seven hepatobiliary tumor organoids are generated to explore heterogeneity and evolution via single‐cell RNA sequencing. HCC272 with high status of epithelia‐mesenchymal transition proves broad‐spectrum drug resistance. By examining the expression pattern of cancer stem cells markers (e.g., PROM1, CD44, and EPCAM), it is found that CD44 positive population may render drug resistance in HCC272. UMAP and pseudo‐time analysis identify the intratumoral heterogeneity and distinct evolutionary trajectories, of which catenin beta‐1 (CTNNB1), glyceraldehyde‐3‐phosphate dehydrogenase (GAPDH), and nuclear paraspeckle assembly transcript 1 (NEAT1) advantage expression clusters are commonly shared across hepatobiliary organoids. CellphoneDB analysis further implies that metabolism advantage organoids with enrichment of hypoxia signal upregulate NEAT1 expression in CD44 subgroup and mediate drug resistance that relies on Jak‐STAT pathway. Moreover, metabolism advantage clusters shared in several organoids have similar characteristic genes (GAPDH, NDRG1 (N‐Myc downstream regulated 1), ALDOA, and CA9). The combination of GAPDH and NDRG1 is an independent risk factor and predictor for patient survival. This study delineates heterogeneity of hepatobiliary tumor organoids and proposes that the collaboration of intratumoral heterogenic subpopulations renders malignant phenotypes and drug resistance.
The existence of inter‐ and intratumoral heterogeneity is the main cause for tumor drug resistance. Thus, extensive understanding of the underlying mechanism is necessary for developing potential strategy. This study here, for the first time, provides the new understanding for the role of tumor ecosystem involving cell expansion and drug response by applying scRNA‐seq method with tumor organoids. |
doi_str_mv | 10.1002/advs.202003897 |
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The existence of inter‐ and intratumoral heterogeneity is the main cause for tumor drug resistance. Thus, extensive understanding of the underlying mechanism is necessary for developing potential strategy. This study here, for the first time, provides the new understanding for the role of tumor ecosystem involving cell expansion and drug response by applying scRNA‐seq method with tumor organoids.</description><identifier>ISSN: 2198-3844</identifier><identifier>EISSN: 2198-3844</identifier><identifier>DOI: 10.1002/advs.202003897</identifier><identifier>PMID: 34105295</identifier><language>eng</language><publisher>HOBOKEN: Wiley</publisher><subject>Antigens ; Antigens, Neoplasm - genetics ; beta Catenin - genetics ; Brain cancer ; Carbonic Anhydrase IX - genetics ; Cell cycle ; Cell Cycle Proteins - genetics ; Chemistry ; Chemistry, Multidisciplinary ; Cysts ; Digestive System Diseases - drug therapy ; Digestive System Diseases - genetics ; Digestive System Diseases - pathology ; Drug resistance ; Drug Resistance, Neoplasm - genetics ; Epithelial-Mesenchymal Transition - genetics ; Fructose-Bisphosphate Aldolase - genetics ; Gastrointestinal Neoplasms - drug therapy ; Gastrointestinal Neoplasms - genetics ; Gastrointestinal Neoplasms - pathology ; Gene expression ; Gene Expression Regulation, Neoplastic - genetics ; Glyceraldehyde-3-Phosphate Dehydrogenase (Phosphorylating) - genetics ; Growth factors ; hepatobiliary tumor organoid ; Humans ; Hyaluronan Receptors - genetics ; Intracellular Signaling Peptides and Proteins - genetics ; Janus Kinases - genetics ; Materials Science ; Materials Science, Multidisciplinary ; Metastasis ; Mutation ; Nanoscience & Nanotechnology ; Neoplastic Stem Cells - metabolism ; Neoplastic Stem Cells - pathology ; Organoids - drug effects ; Organoids - metabolism ; Organoids - pathology ; Patients ; Physical Sciences ; Physiology ; Principal components analysis ; RNA, Long Noncoding - genetics ; RNA-Seq ; Science & Technology ; Science & Technology - Other Topics ; Single-Cell Analysis ; STAT Transcription Factors - genetics ; Stem cells ; Technology ; Transcriptome - genetics ; tumor ecosystem ; tumor heterogeneity ; Tumors</subject><ispartof>Advanced science, 2021-06, Vol.8 (11), p.e2003897-n/a, Article 2003897</ispartof><rights>2021 The Authors. Advanced Science published by Wiley‐VCH GmbH</rights><rights>2021 The Authors. Advanced Science published by Wiley-VCH GmbH.</rights><rights>2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>true</woscitedreferencessubscribed><woscitedreferencescount>64</woscitedreferencescount><woscitedreferencesoriginalsourcerecordid>wos000631715200001</woscitedreferencesoriginalsourcerecordid><citedby>FETCH-LOGICAL-c6234-292006001f42e2454dae95f004e47ca86581427438a20fac133ec9ec667b769d3</citedby><cites>FETCH-LOGICAL-c6234-292006001f42e2454dae95f004e47ca86581427438a20fac133ec9ec667b769d3</cites><orcidid>0000-0003-1821-2741</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8188185/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8188185/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,315,729,782,786,866,887,1419,2104,2116,11569,27931,27932,39265,45581,45582,46059,46483,53798,53800</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34105295$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zhao, Yan</creatorcontrib><creatorcontrib>Li, Zhi‐Xuan</creatorcontrib><creatorcontrib>Zhu, Yan‐Jing</creatorcontrib><creatorcontrib>Fu, Jing</creatorcontrib><creatorcontrib>Zhao, Xiao‐Fang</creatorcontrib><creatorcontrib>Zhang, Ya‐Ni</creatorcontrib><creatorcontrib>Wang, Shan</creatorcontrib><creatorcontrib>Wu, Jian‐Min</creatorcontrib><creatorcontrib>Wang, Kai‐Ting</creatorcontrib><creatorcontrib>Wu, Rui</creatorcontrib><creatorcontrib>Sui, Cheng‐Jun</creatorcontrib><creatorcontrib>Shen, Si‐Yun</creatorcontrib><creatorcontrib>Wu, Xuan</creatorcontrib><creatorcontrib>Wang, Hong‐Yang</creatorcontrib><creatorcontrib>Gao, Dong</creatorcontrib><creatorcontrib>Chen, Lei</creatorcontrib><title>Single‐Cell Transcriptome Analysis Uncovers Intratumoral Heterogeneity and Underlying Mechanisms for Drug Resistance in Hepatobiliary Tumor Organoids</title><title>Advanced science</title><addtitle>ADV SCI</addtitle><addtitle>Adv Sci (Weinh)</addtitle><description>Molecular heterogeneity of hepatobiliary tumor including intertumoral and intratumoral disparity always leads to drug resistance. Here, seven hepatobiliary tumor organoids are generated to explore heterogeneity and evolution via single‐cell RNA sequencing. HCC272 with high status of epithelia‐mesenchymal transition proves broad‐spectrum drug resistance. By examining the expression pattern of cancer stem cells markers (e.g., PROM1, CD44, and EPCAM), it is found that CD44 positive population may render drug resistance in HCC272. UMAP and pseudo‐time analysis identify the intratumoral heterogeneity and distinct evolutionary trajectories, of which catenin beta‐1 (CTNNB1), glyceraldehyde‐3‐phosphate dehydrogenase (GAPDH), and nuclear paraspeckle assembly transcript 1 (NEAT1) advantage expression clusters are commonly shared across hepatobiliary organoids. CellphoneDB analysis further implies that metabolism advantage organoids with enrichment of hypoxia signal upregulate NEAT1 expression in CD44 subgroup and mediate drug resistance that relies on Jak‐STAT pathway. Moreover, metabolism advantage clusters shared in several organoids have similar characteristic genes (GAPDH, NDRG1 (N‐Myc downstream regulated 1), ALDOA, and CA9). The combination of GAPDH and NDRG1 is an independent risk factor and predictor for patient survival. This study delineates heterogeneity of hepatobiliary tumor organoids and proposes that the collaboration of intratumoral heterogenic subpopulations renders malignant phenotypes and drug resistance.
The existence of inter‐ and intratumoral heterogeneity is the main cause for tumor drug resistance. Thus, extensive understanding of the underlying mechanism is necessary for developing potential strategy. This study here, for the first time, provides the new understanding for the role of tumor ecosystem involving cell expansion and drug response by applying scRNA‐seq method with tumor organoids.</description><subject>Antigens</subject><subject>Antigens, Neoplasm - genetics</subject><subject>beta Catenin - genetics</subject><subject>Brain cancer</subject><subject>Carbonic Anhydrase IX - genetics</subject><subject>Cell cycle</subject><subject>Cell Cycle Proteins - genetics</subject><subject>Chemistry</subject><subject>Chemistry, Multidisciplinary</subject><subject>Cysts</subject><subject>Digestive System Diseases - drug therapy</subject><subject>Digestive System Diseases - genetics</subject><subject>Digestive System Diseases - pathology</subject><subject>Drug resistance</subject><subject>Drug Resistance, Neoplasm - genetics</subject><subject>Epithelial-Mesenchymal Transition - genetics</subject><subject>Fructose-Bisphosphate Aldolase - genetics</subject><subject>Gastrointestinal Neoplasms - drug therapy</subject><subject>Gastrointestinal Neoplasms - genetics</subject><subject>Gastrointestinal Neoplasms - pathology</subject><subject>Gene expression</subject><subject>Gene Expression Regulation, Neoplastic - genetics</subject><subject>Glyceraldehyde-3-Phosphate Dehydrogenase (Phosphorylating) - genetics</subject><subject>Growth factors</subject><subject>hepatobiliary tumor organoid</subject><subject>Humans</subject><subject>Hyaluronan Receptors - genetics</subject><subject>Intracellular Signaling Peptides and Proteins - genetics</subject><subject>Janus Kinases - genetics</subject><subject>Materials Science</subject><subject>Materials Science, Multidisciplinary</subject><subject>Metastasis</subject><subject>Mutation</subject><subject>Nanoscience & Nanotechnology</subject><subject>Neoplastic Stem Cells - metabolism</subject><subject>Neoplastic Stem Cells - pathology</subject><subject>Organoids - drug effects</subject><subject>Organoids - metabolism</subject><subject>Organoids - pathology</subject><subject>Patients</subject><subject>Physical Sciences</subject><subject>Physiology</subject><subject>Principal components analysis</subject><subject>RNA, Long Noncoding - genetics</subject><subject>RNA-Seq</subject><subject>Science & Technology</subject><subject>Science & Technology - Other Topics</subject><subject>Single-Cell Analysis</subject><subject>STAT Transcription Factors - genetics</subject><subject>Stem cells</subject><subject>Technology</subject><subject>Transcriptome - genetics</subject><subject>tumor ecosystem</subject><subject>tumor heterogeneity</subject><subject>Tumors</subject><issn>2198-3844</issn><issn>2198-3844</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>WIN</sourceid><sourceid>HGBXW</sourceid><sourceid>EIF</sourceid><sourceid>8G5</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><sourceid>DOA</sourceid><recordid>eNqNks9r1EAUx4MottRePcqAF6HsOj-TyUUoW7ULlYLdeh0mk5d0lmRmnUlW9uaf4M3_z7_EWXddWg8qBCZkPu_De3nfLHtO8JRgTF_reh2nFFOMmSyLR9kxJaWcMMn543vvR9lpjEuMMRGs4EQ-zY4YJ1jQUhxn32-sazv48fXbDLoOLYJ20QS7GnwP6NzpbhNtRLfO-DWEiOZuCHoYex90hy5hgOBbcGCHDdKuTlwNodskJfoA5k47G_uIGh_QRRhb9BGSbNDOALIula_04CvbWR02aLGVouvQaudtHZ9lTxrdRTjdnyfZ7bu3i9nl5Or6_Xx2fjUxOWV8Qss0fJ5GazgFygWvNZSiwZgDL4yWuZCE04IzqSlutCGMgSnB5HlRFXlZs5NsvvPWXi_VKtg-NaO8turXBx9apcNgTQdKN7KkVSUYoZgLYyRphC5ZkwNnwhQmud7sXKux6qE2sP1Z3QPpwxtn71Tr10oSmR6RBK_2guA_jxAH1dto0l60Az9GRQUrBSU5JQl9-Qe69GNI-0pUXpCiZJjnf6WSC3PCKE7UdEeZ4GMM0BxaJlhtg6a2QVOHoKWCF_cHPeC_Y5WAsx3wBSrfRGMh7fyApSjmjBREJF9aXaLl_9MzO-jBejfzoxtSKd-X2g42_-hbnV98uqGcc_YTL8gB5Q</recordid><startdate>20210601</startdate><enddate>20210601</enddate><creator>Zhao, Yan</creator><creator>Li, Zhi‐Xuan</creator><creator>Zhu, Yan‐Jing</creator><creator>Fu, Jing</creator><creator>Zhao, Xiao‐Fang</creator><creator>Zhang, Ya‐Ni</creator><creator>Wang, Shan</creator><creator>Wu, Jian‐Min</creator><creator>Wang, Kai‐Ting</creator><creator>Wu, Rui</creator><creator>Sui, Cheng‐Jun</creator><creator>Shen, Si‐Yun</creator><creator>Wu, Xuan</creator><creator>Wang, Hong‐Yang</creator><creator>Gao, Dong</creator><creator>Chen, Lei</creator><general>Wiley</general><general>John Wiley & Sons, Inc</general><general>John Wiley and Sons Inc</general><scope>24P</scope><scope>WIN</scope><scope>BLEPL</scope><scope>DTL</scope><scope>HGBXW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7XB</scope><scope>88I</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>HCIFZ</scope><scope>M2O</scope><scope>M2P</scope><scope>MBDVC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-1821-2741</orcidid></search><sort><creationdate>20210601</creationdate><title>Single‐Cell Transcriptome Analysis Uncovers Intratumoral Heterogeneity and Underlying Mechanisms for Drug Resistance in Hepatobiliary Tumor Organoids</title><author>Zhao, Yan ; Li, Zhi‐Xuan ; Zhu, Yan‐Jing ; Fu, Jing ; Zhao, Xiao‐Fang ; Zhang, Ya‐Ni ; Wang, Shan ; Wu, Jian‐Min ; Wang, Kai‐Ting ; Wu, Rui ; Sui, Cheng‐Jun ; Shen, Si‐Yun ; Wu, Xuan ; Wang, Hong‐Yang ; Gao, Dong ; Chen, Lei</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c6234-292006001f42e2454dae95f004e47ca86581427438a20fac133ec9ec667b769d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Antigens</topic><topic>Antigens, Neoplasm - genetics</topic><topic>beta Catenin - genetics</topic><topic>Brain cancer</topic><topic>Carbonic Anhydrase IX - genetics</topic><topic>Cell cycle</topic><topic>Cell Cycle Proteins - genetics</topic><topic>Chemistry</topic><topic>Chemistry, Multidisciplinary</topic><topic>Cysts</topic><topic>Digestive System Diseases - drug therapy</topic><topic>Digestive System Diseases - genetics</topic><topic>Digestive System Diseases - pathology</topic><topic>Drug resistance</topic><topic>Drug Resistance, Neoplasm - genetics</topic><topic>Epithelial-Mesenchymal Transition - genetics</topic><topic>Fructose-Bisphosphate Aldolase - genetics</topic><topic>Gastrointestinal Neoplasms - drug therapy</topic><topic>Gastrointestinal Neoplasms - genetics</topic><topic>Gastrointestinal Neoplasms - pathology</topic><topic>Gene expression</topic><topic>Gene Expression Regulation, Neoplastic - genetics</topic><topic>Glyceraldehyde-3-Phosphate Dehydrogenase (Phosphorylating) - genetics</topic><topic>Growth factors</topic><topic>hepatobiliary tumor organoid</topic><topic>Humans</topic><topic>Hyaluronan Receptors - genetics</topic><topic>Intracellular Signaling Peptides and Proteins - genetics</topic><topic>Janus Kinases - genetics</topic><topic>Materials Science</topic><topic>Materials Science, Multidisciplinary</topic><topic>Metastasis</topic><topic>Mutation</topic><topic>Nanoscience & Nanotechnology</topic><topic>Neoplastic Stem Cells - metabolism</topic><topic>Neoplastic Stem Cells - pathology</topic><topic>Organoids - drug effects</topic><topic>Organoids - metabolism</topic><topic>Organoids - pathology</topic><topic>Patients</topic><topic>Physical Sciences</topic><topic>Physiology</topic><topic>Principal components analysis</topic><topic>RNA, Long Noncoding - genetics</topic><topic>RNA-Seq</topic><topic>Science & Technology</topic><topic>Science & Technology - Other Topics</topic><topic>Single-Cell Analysis</topic><topic>STAT Transcription Factors - genetics</topic><topic>Stem cells</topic><topic>Technology</topic><topic>Transcriptome - genetics</topic><topic>tumor ecosystem</topic><topic>tumor heterogeneity</topic><topic>Tumors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhao, Yan</creatorcontrib><creatorcontrib>Li, Zhi‐Xuan</creatorcontrib><creatorcontrib>Zhu, Yan‐Jing</creatorcontrib><creatorcontrib>Fu, Jing</creatorcontrib><creatorcontrib>Zhao, Xiao‐Fang</creatorcontrib><creatorcontrib>Zhang, Ya‐Ni</creatorcontrib><creatorcontrib>Wang, Shan</creatorcontrib><creatorcontrib>Wu, Jian‐Min</creatorcontrib><creatorcontrib>Wang, Kai‐Ting</creatorcontrib><creatorcontrib>Wu, Rui</creatorcontrib><creatorcontrib>Sui, Cheng‐Jun</creatorcontrib><creatorcontrib>Shen, Si‐Yun</creatorcontrib><creatorcontrib>Wu, Xuan</creatorcontrib><creatorcontrib>Wang, Hong‐Yang</creatorcontrib><creatorcontrib>Gao, Dong</creatorcontrib><creatorcontrib>Chen, Lei</creatorcontrib><collection>Wiley Online Library (Open Access Collection)</collection><collection>Wiley Online Library (Open Access Collection)</collection><collection>Web of Science Core Collection</collection><collection>Science Citation Index Expanded</collection><collection>Web of Science - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Advanced science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhao, Yan</au><au>Li, Zhi‐Xuan</au><au>Zhu, Yan‐Jing</au><au>Fu, Jing</au><au>Zhao, Xiao‐Fang</au><au>Zhang, Ya‐Ni</au><au>Wang, Shan</au><au>Wu, Jian‐Min</au><au>Wang, Kai‐Ting</au><au>Wu, Rui</au><au>Sui, Cheng‐Jun</au><au>Shen, Si‐Yun</au><au>Wu, Xuan</au><au>Wang, Hong‐Yang</au><au>Gao, Dong</au><au>Chen, Lei</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Single‐Cell Transcriptome Analysis Uncovers Intratumoral Heterogeneity and Underlying Mechanisms for Drug Resistance in Hepatobiliary Tumor Organoids</atitle><jtitle>Advanced science</jtitle><stitle>ADV SCI</stitle><addtitle>Adv Sci (Weinh)</addtitle><date>2021-06-01</date><risdate>2021</risdate><volume>8</volume><issue>11</issue><spage>e2003897</spage><epage>n/a</epage><pages>e2003897-n/a</pages><artnum>2003897</artnum><issn>2198-3844</issn><eissn>2198-3844</eissn><abstract>Molecular heterogeneity of hepatobiliary tumor including intertumoral and intratumoral disparity always leads to drug resistance. Here, seven hepatobiliary tumor organoids are generated to explore heterogeneity and evolution via single‐cell RNA sequencing. HCC272 with high status of epithelia‐mesenchymal transition proves broad‐spectrum drug resistance. By examining the expression pattern of cancer stem cells markers (e.g., PROM1, CD44, and EPCAM), it is found that CD44 positive population may render drug resistance in HCC272. UMAP and pseudo‐time analysis identify the intratumoral heterogeneity and distinct evolutionary trajectories, of which catenin beta‐1 (CTNNB1), glyceraldehyde‐3‐phosphate dehydrogenase (GAPDH), and nuclear paraspeckle assembly transcript 1 (NEAT1) advantage expression clusters are commonly shared across hepatobiliary organoids. CellphoneDB analysis further implies that metabolism advantage organoids with enrichment of hypoxia signal upregulate NEAT1 expression in CD44 subgroup and mediate drug resistance that relies on Jak‐STAT pathway. Moreover, metabolism advantage clusters shared in several organoids have similar characteristic genes (GAPDH, NDRG1 (N‐Myc downstream regulated 1), ALDOA, and CA9). The combination of GAPDH and NDRG1 is an independent risk factor and predictor for patient survival. This study delineates heterogeneity of hepatobiliary tumor organoids and proposes that the collaboration of intratumoral heterogenic subpopulations renders malignant phenotypes and drug resistance.
The existence of inter‐ and intratumoral heterogeneity is the main cause for tumor drug resistance. Thus, extensive understanding of the underlying mechanism is necessary for developing potential strategy. This study here, for the first time, provides the new understanding for the role of tumor ecosystem involving cell expansion and drug response by applying scRNA‐seq method with tumor organoids.</abstract><cop>HOBOKEN</cop><pub>Wiley</pub><pmid>34105295</pmid><doi>10.1002/advs.202003897</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0003-1821-2741</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2198-3844 |
ispartof | Advanced science, 2021-06, Vol.8 (11), p.e2003897-n/a, Article 2003897 |
issn | 2198-3844 2198-3844 |
language | eng |
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source | MEDLINE; DOAJ Directory of Open Access Journals; Access via Wiley Online Library; Web of Science - Science Citation Index Expanded - 2021<img src="https://exlibris-pub.s3.amazonaws.com/fromwos-v2.jpg" />; EZB-FREE-00999 freely available EZB journals; Wiley Online Library (Open Access Collection); PubMed Central |
subjects | Antigens Antigens, Neoplasm - genetics beta Catenin - genetics Brain cancer Carbonic Anhydrase IX - genetics Cell cycle Cell Cycle Proteins - genetics Chemistry Chemistry, Multidisciplinary Cysts Digestive System Diseases - drug therapy Digestive System Diseases - genetics Digestive System Diseases - pathology Drug resistance Drug Resistance, Neoplasm - genetics Epithelial-Mesenchymal Transition - genetics Fructose-Bisphosphate Aldolase - genetics Gastrointestinal Neoplasms - drug therapy Gastrointestinal Neoplasms - genetics Gastrointestinal Neoplasms - pathology Gene expression Gene Expression Regulation, Neoplastic - genetics Glyceraldehyde-3-Phosphate Dehydrogenase (Phosphorylating) - genetics Growth factors hepatobiliary tumor organoid Humans Hyaluronan Receptors - genetics Intracellular Signaling Peptides and Proteins - genetics Janus Kinases - genetics Materials Science Materials Science, Multidisciplinary Metastasis Mutation Nanoscience & Nanotechnology Neoplastic Stem Cells - metabolism Neoplastic Stem Cells - pathology Organoids - drug effects Organoids - metabolism Organoids - pathology Patients Physical Sciences Physiology Principal components analysis RNA, Long Noncoding - genetics RNA-Seq Science & Technology Science & Technology - Other Topics Single-Cell Analysis STAT Transcription Factors - genetics Stem cells Technology Transcriptome - genetics tumor ecosystem tumor heterogeneity Tumors |
title | Single‐Cell Transcriptome Analysis Uncovers Intratumoral Heterogeneity and Underlying Mechanisms for Drug Resistance in Hepatobiliary Tumor Organoids |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-03T23%3A57%3A10IST&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=Single%E2%80%90Cell%20Transcriptome%20Analysis%20Uncovers%20Intratumoral%20Heterogeneity%20and%20Underlying%20Mechanisms%20for%20Drug%20Resistance%20in%20Hepatobiliary%20Tumor%20Organoids&rft.jtitle=Advanced%20science&rft.au=Zhao,%20Yan&rft.date=2021-06-01&rft.volume=8&rft.issue=11&rft.spage=e2003897&rft.epage=n/a&rft.pages=e2003897-n/a&rft.artnum=2003897&rft.issn=2198-3844&rft.eissn=2198-3844&rft_id=info:doi/10.1002/advs.202003897&rft_dat=%3Cproquest_pubme%3E2671793046%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=2539041320&rft_id=info:pmid/34105295&rft_doaj_id=oai_doaj_org_article_af892bb5312045cc81f5a93f6e435c7c&rfr_iscdi=true |