Single-cell RNA Sequencing Analysis Reveals Cancer-associated Fibroblast Signature for Prediction of Clinical Outcomes and Immunotherapy in Gastric Cancer

被引:2
作者
Li, Xiaoxiao [1 ,2 ]
Tang, Bo [3 ,4 ]
Yujie, Ouyang [5 ]
Xu, Chuan [3 ,4 ]
Yuan, Shuanghu [1 ,6 ]
机构
[1] Shandong Univ, Canc Ctr, Jinan, Peoples R China
[2] Qingdao Univ, Affiliated Hosp, Ctr GI Canc Diag & Treatment, Qingdao, Peoples R China
[3] Univ Elect Sci & Technol China, Sichuan Acad Med Sci, Dept Oncol, Chengdu 610042, Peoples R China
[4] Univ Elect Sci & Technol China, Sichuan Prov Peoples Hosp, Chengdu, Peoples R China
[5] Chengdu Univ Tradit Chinese Med, Acupuncture & Massage Coll, Chengdu, Peoples R China
[6] Shandong First Med Univ & Shandong Acad Med Sci, Shandong Canc Hosp & Inst, Dept Radiol, Jinan, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
gastric cancer; cancer-associated fibroblasts; immunotherapy; biomarkers;
D O I
10.1097/CJI.0000000000000539
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Gastric cancer (GC) is a significant worldwide health concern and is a leading cause of cancer-related mortality. Immunotherapy has arisen as a promising strategy to stimulate the patient's immune system in combating cancer cells. Nevertheless, the effectiveness of immunotherapy in individuals with gastric cancer (GC) is not yet optimal. Thus, it is crucial to discover biomarkers capable appof predicting the advantages of immunotherapy for tailored treatment. The tumor microenvironment (TME) and its constituents, including cancer-associated fibroblasts (CAFs), exert a substantial influence on immune responses and treatment outcomes. In this investigation, we utilized single-cell RNA sequencing to profile CAFs in GC and established a scoring method, referred to as the CAF score (CAFS), for the prediction of patient prognosis and response to immunotherapy. Through our analysis, we successfully identified distinct subgroups within CAFs based on CAF score (CAFS), namely CAFS-high and CAFS-low subgroups. Notably, we noted that individuals within the CAFS-high subgroup experienced a lessF favorable prognosis and displayed diminished responsiveness to immunotherapy in contrast to the CAFS low subgroup. Furthermore, we analyzed the mutation and immune characteristics of these subgroups, identifying differentially mutated genes and immune cell compositions. We established that CAFS could forecast treatment advantages in patients with gastric cancer, both for chemotherapy and immunotherapy. Its efficacy was additionally confirmed in contrast to other biomarkers, including Tumor Immune Dysfunction and Exclusion (TIDE) and Immunophenotypic Score (IPS). These findings emphasize the clinical relevance and potential utility of CAFS in guiding personalized treatment strategies for gastric cancer.
引用
收藏
页码:63 / 77
页数:15
相关论文
共 51 条
[1]   The status of tumor mutational burden and immunotherapy [J].
Anagnostou, Valsamo ;
Bardelli, Alberto ;
Chan, Timothy A. ;
Turajlic, Samra .
NATURE CANCER, 2022, 3 (06) :652-656
[2]   Cholangiocarcinoma: current knowledge and future perspectives consensus statement from the European Network for the Study of Cholangiocarcinoma (ENS-CCA) [J].
Banales, Jesus M. ;
Cardinale, Vincenzo ;
Carpino, Guido ;
Marzioni, Marco ;
Andersen, JesperB. ;
Invernizzi, Pietro ;
Lind, Guro E. ;
Folseraas, Trine ;
Forbes, Stuart J. ;
Fouassier, Laura ;
Geier, Andreas ;
Calvisi, Diego F. ;
Mertens, Joachim C. ;
Trauner, Michael ;
Benedetti, Antonio ;
Maroni, Luca ;
Vaquero, Javier ;
Macias, Rocio I. R. ;
Raggi, Chiara ;
Perugorria, Maria J. ;
Gaudio, Eugenio ;
Boberg, Kirsten M. ;
Marin, Jose J. G. ;
Alvaro, Domenico .
NATURE REVIEWS GASTROENTEROLOGY & HEPATOLOGY, 2016, 13 (05) :261-280
[3]   Resistance to immune checkpoint inhibitors in advanced gastro-oesophageal cancers [J].
Baxter, Mark A. ;
Middleton, Fearghas ;
Cagney, Hannah P. ;
Petty, Russell D. .
BRITISH JOURNAL OF CANCER, 2021, 125 (08) :1068-1079
[4]   Immunostimulatory effects of vitamin B5 improve anticancer immunotherapy [J].
Bourgin, Melanie ;
Kepp, Oliver ;
Kroemer, Guido .
ONCOIMMUNOLOGY, 2022, 11 (01)
[5]   MBNL1 drives dynamic transitions between fibroblasts and myofibroblasts in cardiac wound healing [J].
Bugg, Darrian ;
Bailey, Logan R. J. ;
Bretherton, Ross C. ;
Beach, Kylie E. ;
Reichardt, Isabella M. ;
Robeson, Kalen Z. ;
Reese, Anna C. ;
Gunaje, Jagadambika ;
Flint, Galina ;
DeForest, Cole A. ;
Stempien-Otero, April ;
Davis, Jennifer .
CELL STEM CELL, 2022, 29 (03) :419-+
[6]   Meta-Analysis of Human Cancer Single-Cell RNA-Seq Datasets Using the IMMUcan Database [J].
Camps, Jordi ;
Noel, Floriane ;
Liechti, Robin ;
Massenet-Regad, Lucile ;
Rigade, Sidwell ;
Gotz, Lou ;
Hoffmann, Caroline ;
Amblard, Elise ;
Saichi, Melissa ;
Ibrahim, Mahmoud M. ;
Pollard, Jack ;
Medvedovic, Jasna ;
Roider, Helge G. ;
Soumelis, Vassili .
CANCER RESEARCH, 2023, 83 (03) :363-373
[7]   Pan-cancer Immunogenomic Analyses Reveal Genotype-Immunophenotype Relationships and Predictors of Response to Checkpoint Blockade [J].
Charoentong, Pornpimol ;
Finotello, Francesca ;
Angelova, Mihaela ;
Mayer, Clemens ;
Efremova, Mirjana ;
Rieder, Dietmar ;
Hackl, Hubert ;
Trajanoski, Zlatko .
CELL REPORTS, 2017, 18 (01) :248-262
[8]   Turning foes to friends: targeting cancer-associated fibroblasts [J].
Chen, Xueman ;
Song, Erwei .
NATURE REVIEWS DRUG DISCOVERY, 2019, 18 (02) :99-115
[9]   Predicting response to immunotherapy in gastric cancer via multi-dimensional analyses of the tumour immune microenvironment [J].
Chen, Yang ;
Jia, Keren ;
Sun, Yu ;
Zhang, Cheng ;
Li, Yilin ;
Zhang, Li ;
Chen, Zifan ;
Zhang, Jiangdong ;
Hu, Yajie ;
Yuan, Jiajia ;
Zhao, Xingwang ;
Li, Yanyan ;
Gong, Jifang ;
Dong, Bin ;
Zhang, Xiaotian ;
Li, Jian ;
Shen, Lin .
NATURE COMMUNICATIONS, 2022, 13 (01)
[10]   Clinical and therapeutic relevance of cancer-associated fibroblasts [J].
Chen, Yang ;
McAndrews, Kathleen M. ;
Kalluri, Raghu .
NATURE REVIEWS CLINICAL ONCOLOGY, 2021, 18 (12) :792-804