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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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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8188185/
https://www.ncbi.nlm.nih.gov/pubmed/34105295
http://dx.doi.org/10.1002/advs.202003897
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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_facet 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 Zhao, Yan
collection PubMed
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.
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spelling pubmed-81881852021-06-16 Single‐Cell Transcriptome Analysis Uncovers Intratumoral Heterogeneity and Underlying Mechanisms for Drug Resistance in Hepatobiliary Tumor Organoids 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 Adv Sci (Weinh) Full Papers 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. John Wiley and Sons Inc. 2021-03-23 /pmc/articles/PMC8188185/ /pubmed/34105295 http://dx.doi.org/10.1002/advs.202003897 Text en © 2021 The Authors. Advanced Science published by Wiley‐VCH GmbH https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Full Papers
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
Single‐Cell Transcriptome Analysis Uncovers Intratumoral Heterogeneity and Underlying Mechanisms for Drug Resistance in Hepatobiliary Tumor Organoids
title Single‐Cell Transcriptome Analysis Uncovers Intratumoral Heterogeneity and Underlying Mechanisms for Drug Resistance in Hepatobiliary Tumor Organoids
title_full Single‐Cell Transcriptome Analysis Uncovers Intratumoral Heterogeneity and Underlying Mechanisms for Drug Resistance in Hepatobiliary Tumor Organoids
title_fullStr Single‐Cell Transcriptome Analysis Uncovers Intratumoral Heterogeneity and Underlying Mechanisms for Drug Resistance in Hepatobiliary Tumor Organoids
title_full_unstemmed Single‐Cell Transcriptome Analysis Uncovers Intratumoral Heterogeneity and Underlying Mechanisms for Drug Resistance in Hepatobiliary Tumor Organoids
title_short Single‐Cell Transcriptome Analysis Uncovers Intratumoral Heterogeneity and Underlying Mechanisms for Drug Resistance in Hepatobiliary Tumor Organoids
title_sort single‐cell transcriptome analysis uncovers intratumoral heterogeneity and underlying mechanisms for drug resistance in hepatobiliary tumor organoids
topic Full Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8188185/
https://www.ncbi.nlm.nih.gov/pubmed/34105295
http://dx.doi.org/10.1002/advs.202003897
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