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A single-cell analysis reveals tumor heterogeneity and immune environment of acral melanoma
Acral melanoma is a dismal subtype of melanoma occurring in glabrous acral skin, and has a higher incidence in East Asians. We perform single-cell RNA sequencing for 63,394 cells obtained from 5 acral and 3 cutaneous melanoma samples to investigate tumor heterogeneity and immune environment. We defi...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9700682/ https://www.ncbi.nlm.nih.gov/pubmed/36433984 http://dx.doi.org/10.1038/s41467-022-34877-3 |
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author | Zhang, Chao Shen, Hongru Yang, Tielong Li, Ting Liu, Xinyue Wang, Jin Liao, Zhichao Wei, Junqiang Lu, Jia Liu, Haotian Xiang, Lijie Yang, Yichen Yang, Meng Wang, Duan Li, Yang Xing, Ruwei Teng, Sheng Zhao, Jun Yang, Yun Zhao, Gang Chen, Kexin Li, Xiangchun Yang, Jilong |
author_facet | Zhang, Chao Shen, Hongru Yang, Tielong Li, Ting Liu, Xinyue Wang, Jin Liao, Zhichao Wei, Junqiang Lu, Jia Liu, Haotian Xiang, Lijie Yang, Yichen Yang, Meng Wang, Duan Li, Yang Xing, Ruwei Teng, Sheng Zhao, Jun Yang, Yun Zhao, Gang Chen, Kexin Li, Xiangchun Yang, Jilong |
author_sort | Zhang, Chao |
collection | PubMed |
description | Acral melanoma is a dismal subtype of melanoma occurring in glabrous acral skin, and has a higher incidence in East Asians. We perform single-cell RNA sequencing for 63,394 cells obtained from 5 acral and 3 cutaneous melanoma samples to investigate tumor heterogeneity and immune environment. We define 5 orthogonal functional cell clusters that are involved in TGF-beta signaling, Type I interferon, Wnt signaling, Cell cycle, and Cholesterol efflux signaling. Signatures of enriched TGF-beta, Type I interferon, and cholesterol efflux signaling are significantly associated with good prognosis of melanoma. Compared with cutaneous melanoma, acral melanoma samples have significantly severe immunosuppressive state including depletion of cytotoxic CD8+ T cells, enrichment of Treg cells, and exhausted CD8+ T cells. PD1 and TIM-3 have higher expression in the exhaustive CD8+ T cells of acral melanoma. Key findings are verified in two independent validation sets. This study contributes to our better understanding of acral melanoma. |
format | Online Article Text |
id | pubmed-9700682 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-97006822022-11-27 A single-cell analysis reveals tumor heterogeneity and immune environment of acral melanoma Zhang, Chao Shen, Hongru Yang, Tielong Li, Ting Liu, Xinyue Wang, Jin Liao, Zhichao Wei, Junqiang Lu, Jia Liu, Haotian Xiang, Lijie Yang, Yichen Yang, Meng Wang, Duan Li, Yang Xing, Ruwei Teng, Sheng Zhao, Jun Yang, Yun Zhao, Gang Chen, Kexin Li, Xiangchun Yang, Jilong Nat Commun Article Acral melanoma is a dismal subtype of melanoma occurring in glabrous acral skin, and has a higher incidence in East Asians. We perform single-cell RNA sequencing for 63,394 cells obtained from 5 acral and 3 cutaneous melanoma samples to investigate tumor heterogeneity and immune environment. We define 5 orthogonal functional cell clusters that are involved in TGF-beta signaling, Type I interferon, Wnt signaling, Cell cycle, and Cholesterol efflux signaling. Signatures of enriched TGF-beta, Type I interferon, and cholesterol efflux signaling are significantly associated with good prognosis of melanoma. Compared with cutaneous melanoma, acral melanoma samples have significantly severe immunosuppressive state including depletion of cytotoxic CD8+ T cells, enrichment of Treg cells, and exhausted CD8+ T cells. PD1 and TIM-3 have higher expression in the exhaustive CD8+ T cells of acral melanoma. Key findings are verified in two independent validation sets. This study contributes to our better understanding of acral melanoma. Nature Publishing Group UK 2022-11-25 /pmc/articles/PMC9700682/ /pubmed/36433984 http://dx.doi.org/10.1038/s41467-022-34877-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Zhang, Chao Shen, Hongru Yang, Tielong Li, Ting Liu, Xinyue Wang, Jin Liao, Zhichao Wei, Junqiang Lu, Jia Liu, Haotian Xiang, Lijie Yang, Yichen Yang, Meng Wang, Duan Li, Yang Xing, Ruwei Teng, Sheng Zhao, Jun Yang, Yun Zhao, Gang Chen, Kexin Li, Xiangchun Yang, Jilong A single-cell analysis reveals tumor heterogeneity and immune environment of acral melanoma |
title | A single-cell analysis reveals tumor heterogeneity and immune environment of acral melanoma |
title_full | A single-cell analysis reveals tumor heterogeneity and immune environment of acral melanoma |
title_fullStr | A single-cell analysis reveals tumor heterogeneity and immune environment of acral melanoma |
title_full_unstemmed | A single-cell analysis reveals tumor heterogeneity and immune environment of acral melanoma |
title_short | A single-cell analysis reveals tumor heterogeneity and immune environment of acral melanoma |
title_sort | single-cell analysis reveals tumor heterogeneity and immune environment of acral melanoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9700682/ https://www.ncbi.nlm.nih.gov/pubmed/36433984 http://dx.doi.org/10.1038/s41467-022-34877-3 |
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