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Integrative Single-Cell Analysis Reveals Transcriptional and Epigenetic Regulatory Features of Clear Cell Renal Cell Carcinoma

Clear cell renal cell carcinoma (ccRCC) frequently features a high level of tumor heterogeneity. Elucidating the chromatin landscape of ccRCC at the single-cell level could provide a deeper understanding of the functional states and regulatory dynamics underlying the disease. Here, we performed sing...

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Autores principales: Yu, Zhenyuan, Lv, Yufang, Su, Cheng, Lu, Wenhao, Zhang, RuiRui, Li, Jiaping, Guo, Bingqian, Yan, Haibiao, Liu, Deyun, Yang, Zhanbin, Mi, Hua, Mo, Linjian, Guo, Yi, Feng, Wenyu, Xu, Haotian, Peng, Wenyi, Cheng, Jiwen, Nan, Aruo, Mo, Zengnan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for Cancer Research 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9978887/
https://www.ncbi.nlm.nih.gov/pubmed/36607615
http://dx.doi.org/10.1158/0008-5472.CAN-22-2224
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author Yu, Zhenyuan
Lv, Yufang
Su, Cheng
Lu, Wenhao
Zhang, RuiRui
Li, Jiaping
Guo, Bingqian
Yan, Haibiao
Liu, Deyun
Yang, Zhanbin
Mi, Hua
Mo, Linjian
Guo, Yi
Feng, Wenyu
Xu, Haotian
Peng, Wenyi
Cheng, Jiwen
Nan, Aruo
Mo, Zengnan
author_facet Yu, Zhenyuan
Lv, Yufang
Su, Cheng
Lu, Wenhao
Zhang, RuiRui
Li, Jiaping
Guo, Bingqian
Yan, Haibiao
Liu, Deyun
Yang, Zhanbin
Mi, Hua
Mo, Linjian
Guo, Yi
Feng, Wenyu
Xu, Haotian
Peng, Wenyi
Cheng, Jiwen
Nan, Aruo
Mo, Zengnan
author_sort Yu, Zhenyuan
collection PubMed
description Clear cell renal cell carcinoma (ccRCC) frequently features a high level of tumor heterogeneity. Elucidating the chromatin landscape of ccRCC at the single-cell level could provide a deeper understanding of the functional states and regulatory dynamics underlying the disease. Here, we performed single-cell RNA sequencing (scRNA-seq) and single-cell assay for transposase-accessible chromatin using sequencing (scATAC-seq) on 19 ccRCC samples, and whole-exome sequencing was used to understand the heterogeneity between individuals. Single-cell transcriptome and chromatin accessibility maps of ccRCC were constructed to reveal the regulatory characteristics of different tumor cell subtypes in ccRCC. Two long noncoding RNAs (RP11-661C8.2 and CTB-164N12.1) were identified that promoted the invasion and migration of ccRCC, which was validated with in vitro experiments. Taken together, this study comprehensively characterized the gene expression and DNA regulation landscape of ccRCC, which could provide new insights into the biology and treatment of ccRCC. SIGNIFICANCE: A comprehensive analysis of gene expression and DNA regulation in ccRCC using scATAC-seq and scRNA-seq reveals the DNA regulatory programs of ccRCC at the single-cell level.
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spelling pubmed-99788872023-03-03 Integrative Single-Cell Analysis Reveals Transcriptional and Epigenetic Regulatory Features of Clear Cell Renal Cell Carcinoma Yu, Zhenyuan Lv, Yufang Su, Cheng Lu, Wenhao Zhang, RuiRui Li, Jiaping Guo, Bingqian Yan, Haibiao Liu, Deyun Yang, Zhanbin Mi, Hua Mo, Linjian Guo, Yi Feng, Wenyu Xu, Haotian Peng, Wenyi Cheng, Jiwen Nan, Aruo Mo, Zengnan Cancer Res Genome and Epigenome Clear cell renal cell carcinoma (ccRCC) frequently features a high level of tumor heterogeneity. Elucidating the chromatin landscape of ccRCC at the single-cell level could provide a deeper understanding of the functional states and regulatory dynamics underlying the disease. Here, we performed single-cell RNA sequencing (scRNA-seq) and single-cell assay for transposase-accessible chromatin using sequencing (scATAC-seq) on 19 ccRCC samples, and whole-exome sequencing was used to understand the heterogeneity between individuals. Single-cell transcriptome and chromatin accessibility maps of ccRCC were constructed to reveal the regulatory characteristics of different tumor cell subtypes in ccRCC. Two long noncoding RNAs (RP11-661C8.2 and CTB-164N12.1) were identified that promoted the invasion and migration of ccRCC, which was validated with in vitro experiments. Taken together, this study comprehensively characterized the gene expression and DNA regulation landscape of ccRCC, which could provide new insights into the biology and treatment of ccRCC. SIGNIFICANCE: A comprehensive analysis of gene expression and DNA regulation in ccRCC using scATAC-seq and scRNA-seq reveals the DNA regulatory programs of ccRCC at the single-cell level. American Association for Cancer Research 2023-03-02 2023-01-06 /pmc/articles/PMC9978887/ /pubmed/36607615 http://dx.doi.org/10.1158/0008-5472.CAN-22-2224 Text en ©2023 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license.
spellingShingle Genome and Epigenome
Yu, Zhenyuan
Lv, Yufang
Su, Cheng
Lu, Wenhao
Zhang, RuiRui
Li, Jiaping
Guo, Bingqian
Yan, Haibiao
Liu, Deyun
Yang, Zhanbin
Mi, Hua
Mo, Linjian
Guo, Yi
Feng, Wenyu
Xu, Haotian
Peng, Wenyi
Cheng, Jiwen
Nan, Aruo
Mo, Zengnan
Integrative Single-Cell Analysis Reveals Transcriptional and Epigenetic Regulatory Features of Clear Cell Renal Cell Carcinoma
title Integrative Single-Cell Analysis Reveals Transcriptional and Epigenetic Regulatory Features of Clear Cell Renal Cell Carcinoma
title_full Integrative Single-Cell Analysis Reveals Transcriptional and Epigenetic Regulatory Features of Clear Cell Renal Cell Carcinoma
title_fullStr Integrative Single-Cell Analysis Reveals Transcriptional and Epigenetic Regulatory Features of Clear Cell Renal Cell Carcinoma
title_full_unstemmed Integrative Single-Cell Analysis Reveals Transcriptional and Epigenetic Regulatory Features of Clear Cell Renal Cell Carcinoma
title_short Integrative Single-Cell Analysis Reveals Transcriptional and Epigenetic Regulatory Features of Clear Cell Renal Cell Carcinoma
title_sort integrative single-cell analysis reveals transcriptional and epigenetic regulatory features of clear cell renal cell carcinoma
topic Genome and Epigenome
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9978887/
https://www.ncbi.nlm.nih.gov/pubmed/36607615
http://dx.doi.org/10.1158/0008-5472.CAN-22-2224
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