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Noninvasive imaging of the tumor immune microenvironment correlates with response to immunotherapy in gastric cancer.

Authors :
Huang W
Jiang Y
Xiong W
Sun Z
Chen C
Yuan Q
Zhou K
Han Z
Feng H
Chen H
Liang X
Yu S
Hu Y
Yu J
Chen Y
Zhao L
Liu H
Zhou Z
Wang W
Wang W
Xu Y
Li G
Source :
Nature communications [Nat Commun] 2022 Aug 30; Vol. 13 (1), pp. 5095. Date of Electronic Publication: 2022 Aug 30.
Publication Year :
2022

Abstract

The tumor immune microenvironment (TIME) is associated with tumor prognosis and immunotherapy response. Here we develop and validate a CT-based radiomics score (RS) using 2272 gastric cancer (GC) patients to investigate the relationship between the radiomics imaging biomarker and the neutrophil-to-lymphocyte ratio (NLR) in the TIME, including its correlation with prognosis and immunotherapy response in advanced GC. The RS achieves an AUC of 0.795-0.861 in predicting the NLR in the TIME. Notably, the radiomics imaging biomarker is indistinguishable from the IHC-derived NLR status in predicting DFS and OS in each cohort (HR range: 1.694-3.394, Pā€‰<ā€‰0.001). We find the objective responses of a cohort of anti-PD-1 immunotherapy patients is significantly higher in the low-RS group (60.9% and 42.9%) than in the high-RS group (8.1% and 14.3%). The radiomics imaging biomarker is a noninvasive method to evaluate TIME, and may correlate with prognosis and anti PD-1 immunotherapy response in GC patients.<br /> (© 2022. The Author(s).)

Details

Language :
English
ISSN :
2041-1723
Volume :
13
Issue :
1
Database :
MEDLINE
Journal :
Nature communications
Publication Type :
Academic Journal
Accession number :
36042205
Full Text :
https://doi.org/10.1038/s41467-022-32816-w