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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...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for Cancer Research
2023
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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. |
format | Online Article Text |
id | pubmed-9978887 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Association for Cancer Research |
record_format | MEDLINE/PubMed |
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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