Cargando…
Dissecting Intra-Tumoral Changes Following Immune Checkpoint Blockades in Intrahepatic Cholangiocarcinoma via Single-Cell Analysis
PURPOSE: To dissect the tumor ecosystem following immune checkpoint blockades (ICBs) in intrahepatic cholangiocarcinoma (ICC) at a single-cell level. METHODS: Single-cell RNA sequencing (scRNA-seq) data of 10 ICC patients for the ICB clinical trial were extracted from GSE125449 and systematically re...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9088915/ https://www.ncbi.nlm.nih.gov/pubmed/35558087 http://dx.doi.org/10.3389/fimmu.2022.871769 |
_version_ | 1784704411656781824 |
---|---|
author | Sun, Bao-Ye Zhou, Cheng Guan, Ruo-Yu Liu, Gao Yang, Zhang-Fu Wang, Zhu-Tao Gan, Wei Zhou, Jian Fan, Jia Yi, Yong Qiu, Shuang-Jian |
author_facet | Sun, Bao-Ye Zhou, Cheng Guan, Ruo-Yu Liu, Gao Yang, Zhang-Fu Wang, Zhu-Tao Gan, Wei Zhou, Jian Fan, Jia Yi, Yong Qiu, Shuang-Jian |
author_sort | Sun, Bao-Ye |
collection | PubMed |
description | PURPOSE: To dissect the tumor ecosystem following immune checkpoint blockades (ICBs) in intrahepatic cholangiocarcinoma (ICC) at a single-cell level. METHODS: Single-cell RNA sequencing (scRNA-seq) data of 10 ICC patients for the ICB clinical trial were extracted from GSE125449 and systematically reanalyzed. Bulk RNA-seq data of 255 ICC patients were analyzed. Infiltration levels of SPP1(+)CD68(+) tumor-associated macrophages (TAMs) were examined by dual immunofluorescence (IF) staining in 264 resected ICC samples. The correlation between SPP1(+) TAMs and clinicopathological features as well as their prognostic significance was evaluated. RESULTS: Among the 10 patients, five received biopsy at baseline, and others were biopsied at different timings following ICBs. Single-cell transcriptomes for 5,931 cells were obtained. A tighter cellular communication network was observed in ICB-treated ICC. We found a newly emerging VEGF signaling mediated by PGF-VEGFR1 between cancer-associated fibroblasts (CAFs) and endothelial cells in ICC following ICBs. SPP1 expression was dramatically upregulated, and SPP1(+) TAM gene signatures were enriched in TAMs receiving ICB therapy. We also identified SPP1(+) TAMs as an independent adverse prognostic indicator for survival in ICC. CONCLUSION: Our analyses provide an overview of the altered tumor ecosystem in ICC treated with ICBs and highlight the potential role of targeting CAFs and SPP1(+)TAMs in developing a more rational checkpoint blockade-based therapy for ICC. |
format | Online Article Text |
id | pubmed-9088915 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-90889152022-05-11 Dissecting Intra-Tumoral Changes Following Immune Checkpoint Blockades in Intrahepatic Cholangiocarcinoma via Single-Cell Analysis Sun, Bao-Ye Zhou, Cheng Guan, Ruo-Yu Liu, Gao Yang, Zhang-Fu Wang, Zhu-Tao Gan, Wei Zhou, Jian Fan, Jia Yi, Yong Qiu, Shuang-Jian Front Immunol Immunology PURPOSE: To dissect the tumor ecosystem following immune checkpoint blockades (ICBs) in intrahepatic cholangiocarcinoma (ICC) at a single-cell level. METHODS: Single-cell RNA sequencing (scRNA-seq) data of 10 ICC patients for the ICB clinical trial were extracted from GSE125449 and systematically reanalyzed. Bulk RNA-seq data of 255 ICC patients were analyzed. Infiltration levels of SPP1(+)CD68(+) tumor-associated macrophages (TAMs) were examined by dual immunofluorescence (IF) staining in 264 resected ICC samples. The correlation between SPP1(+) TAMs and clinicopathological features as well as their prognostic significance was evaluated. RESULTS: Among the 10 patients, five received biopsy at baseline, and others were biopsied at different timings following ICBs. Single-cell transcriptomes for 5,931 cells were obtained. A tighter cellular communication network was observed in ICB-treated ICC. We found a newly emerging VEGF signaling mediated by PGF-VEGFR1 between cancer-associated fibroblasts (CAFs) and endothelial cells in ICC following ICBs. SPP1 expression was dramatically upregulated, and SPP1(+) TAM gene signatures were enriched in TAMs receiving ICB therapy. We also identified SPP1(+) TAMs as an independent adverse prognostic indicator for survival in ICC. CONCLUSION: Our analyses provide an overview of the altered tumor ecosystem in ICC treated with ICBs and highlight the potential role of targeting CAFs and SPP1(+)TAMs in developing a more rational checkpoint blockade-based therapy for ICC. Frontiers Media S.A. 2022-04-26 /pmc/articles/PMC9088915/ /pubmed/35558087 http://dx.doi.org/10.3389/fimmu.2022.871769 Text en Copyright © 2022 Sun, Zhou, Guan, Liu, Yang, Wang, Gan, Zhou, Fan, Yi and Qiu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Sun, Bao-Ye Zhou, Cheng Guan, Ruo-Yu Liu, Gao Yang, Zhang-Fu Wang, Zhu-Tao Gan, Wei Zhou, Jian Fan, Jia Yi, Yong Qiu, Shuang-Jian Dissecting Intra-Tumoral Changes Following Immune Checkpoint Blockades in Intrahepatic Cholangiocarcinoma via Single-Cell Analysis |
title | Dissecting Intra-Tumoral Changes Following Immune Checkpoint Blockades in Intrahepatic Cholangiocarcinoma via Single-Cell Analysis |
title_full | Dissecting Intra-Tumoral Changes Following Immune Checkpoint Blockades in Intrahepatic Cholangiocarcinoma via Single-Cell Analysis |
title_fullStr | Dissecting Intra-Tumoral Changes Following Immune Checkpoint Blockades in Intrahepatic Cholangiocarcinoma via Single-Cell Analysis |
title_full_unstemmed | Dissecting Intra-Tumoral Changes Following Immune Checkpoint Blockades in Intrahepatic Cholangiocarcinoma via Single-Cell Analysis |
title_short | Dissecting Intra-Tumoral Changes Following Immune Checkpoint Blockades in Intrahepatic Cholangiocarcinoma via Single-Cell Analysis |
title_sort | dissecting intra-tumoral changes following immune checkpoint blockades in intrahepatic cholangiocarcinoma via single-cell analysis |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9088915/ https://www.ncbi.nlm.nih.gov/pubmed/35558087 http://dx.doi.org/10.3389/fimmu.2022.871769 |
work_keys_str_mv | AT sunbaoye dissectingintratumoralchangesfollowingimmunecheckpointblockadesinintrahepaticcholangiocarcinomaviasinglecellanalysis AT zhoucheng dissectingintratumoralchangesfollowingimmunecheckpointblockadesinintrahepaticcholangiocarcinomaviasinglecellanalysis AT guanruoyu dissectingintratumoralchangesfollowingimmunecheckpointblockadesinintrahepaticcholangiocarcinomaviasinglecellanalysis AT liugao dissectingintratumoralchangesfollowingimmunecheckpointblockadesinintrahepaticcholangiocarcinomaviasinglecellanalysis AT yangzhangfu dissectingintratumoralchangesfollowingimmunecheckpointblockadesinintrahepaticcholangiocarcinomaviasinglecellanalysis AT wangzhutao dissectingintratumoralchangesfollowingimmunecheckpointblockadesinintrahepaticcholangiocarcinomaviasinglecellanalysis AT ganwei dissectingintratumoralchangesfollowingimmunecheckpointblockadesinintrahepaticcholangiocarcinomaviasinglecellanalysis AT zhoujian dissectingintratumoralchangesfollowingimmunecheckpointblockadesinintrahepaticcholangiocarcinomaviasinglecellanalysis AT fanjia dissectingintratumoralchangesfollowingimmunecheckpointblockadesinintrahepaticcholangiocarcinomaviasinglecellanalysis AT yiyong dissectingintratumoralchangesfollowingimmunecheckpointblockadesinintrahepaticcholangiocarcinomaviasinglecellanalysis AT qiushuangjian dissectingintratumoralchangesfollowingimmunecheckpointblockadesinintrahepaticcholangiocarcinomaviasinglecellanalysis |