Cargando…

Identification of four immune subtypes in locally advanced rectal cancer treated with neoadjuvant chemotherapy for predicting the efficacy of subsequent immune checkpoint blockade

INTRODUCTION: Neoadjuvant chemoradiotherapy (nCRT) is the foundation treatment for locally advanced rectal cancer (LARC). The nCRT can improve the efficacy of immunotherapy because of its in situ vaccine effect. OBJECTIVE: The aim is to identify stable and reliable transcriptome signatures to predic...

Descripción completa

Detalles Bibliográficos
Autores principales: He, Le, Jin, Min, Jian, Dan, Yang, Bo, Dai, Nan, Feng, Yan, Xiao, He, Wang, Dong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9551659/
https://www.ncbi.nlm.nih.gov/pubmed/36238279
http://dx.doi.org/10.3389/fimmu.2022.955187
_version_ 1784806154468065280
author He, Le
Jin, Min
Jian, Dan
Yang, Bo
Dai, Nan
Feng, Yan
Xiao, He
Wang, Dong
author_facet He, Le
Jin, Min
Jian, Dan
Yang, Bo
Dai, Nan
Feng, Yan
Xiao, He
Wang, Dong
author_sort He, Le
collection PubMed
description INTRODUCTION: Neoadjuvant chemoradiotherapy (nCRT) is the foundation treatment for locally advanced rectal cancer (LARC). The nCRT can improve the efficacy of immunotherapy because of its in situ vaccine effect. OBJECTIVE: The aim is to identify stable and reliable transcriptome signatures to predict the efficacy of immune checkpoint blockade (ICB) in patients with LARC. METHODS: Immunophenotyping was established using xCell immune cell infiltration abundance and consistent clustering in GSE39582 and verified in several data sets. The effects of immunophenotyping, follicular regulatory T cells, tumor-associated fibroblasts (CAFs), and tertiary lymphoid structure (TLS) signatures on the efficacy of ICB were analyzed using IMvigor210, GSE91061, and an independent Daping Hospital (DPH) cohort. RESULTS: There are four stable and repeatable immune subtypes in rectal cancer, among which C1 is a low immune infiltration type, C2 is a high interstitial infiltration type, C3 is a high immune infiltration type, and C4 is an ion channel type. C2 is mainly characterized by high infiltration of CAF. C3 is characterized by high infiltration of cytotoxic T lymphocytes, high expression of PD-L1 and TLS. In rectal cancer patients receiving nCRT, immunophenotyping was not significantly associated with pathological remission rate, but immunophenotyping was an independent prognostic factor of RFS. In IMvigor210 patients treated with atezolizumab, the pathological remission rates of C1, C2, C3, and C4 were 23.86%, 10.94%, 33.33%, and 23.08% respectively (χ2 = 8.981, P = 0.029), which were 11.76%, 50.00%, 42.86%, and 0.0% respectively in the GSE91061 patient treatment with nivolumab (Fisher’s exact probability, P = 0.018). Both follicular regulatory T cells and CAF showed a further impact on the ICB therapeutic efficacy of C2 and C3 subtypes. Additionally, both the GSE91404 and DPH cohorts showed that nCRT treatment induced a significant increase in the expression of TNFRSF9 and the abundance of macrophages in the C3 subtype. CONCLUSION: Our data suggest that there are four immune types of rectal cancer, which are related to the prognosis of patients. Among them, C3 and some C2 subtypes represent the patients who may benefit from ICB after nCRT treatment.
format Online
Article
Text
id pubmed-9551659
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-95516592022-10-12 Identification of four immune subtypes in locally advanced rectal cancer treated with neoadjuvant chemotherapy for predicting the efficacy of subsequent immune checkpoint blockade He, Le Jin, Min Jian, Dan Yang, Bo Dai, Nan Feng, Yan Xiao, He Wang, Dong Front Immunol Immunology INTRODUCTION: Neoadjuvant chemoradiotherapy (nCRT) is the foundation treatment for locally advanced rectal cancer (LARC). The nCRT can improve the efficacy of immunotherapy because of its in situ vaccine effect. OBJECTIVE: The aim is to identify stable and reliable transcriptome signatures to predict the efficacy of immune checkpoint blockade (ICB) in patients with LARC. METHODS: Immunophenotyping was established using xCell immune cell infiltration abundance and consistent clustering in GSE39582 and verified in several data sets. The effects of immunophenotyping, follicular regulatory T cells, tumor-associated fibroblasts (CAFs), and tertiary lymphoid structure (TLS) signatures on the efficacy of ICB were analyzed using IMvigor210, GSE91061, and an independent Daping Hospital (DPH) cohort. RESULTS: There are four stable and repeatable immune subtypes in rectal cancer, among which C1 is a low immune infiltration type, C2 is a high interstitial infiltration type, C3 is a high immune infiltration type, and C4 is an ion channel type. C2 is mainly characterized by high infiltration of CAF. C3 is characterized by high infiltration of cytotoxic T lymphocytes, high expression of PD-L1 and TLS. In rectal cancer patients receiving nCRT, immunophenotyping was not significantly associated with pathological remission rate, but immunophenotyping was an independent prognostic factor of RFS. In IMvigor210 patients treated with atezolizumab, the pathological remission rates of C1, C2, C3, and C4 were 23.86%, 10.94%, 33.33%, and 23.08% respectively (χ2 = 8.981, P = 0.029), which were 11.76%, 50.00%, 42.86%, and 0.0% respectively in the GSE91061 patient treatment with nivolumab (Fisher’s exact probability, P = 0.018). Both follicular regulatory T cells and CAF showed a further impact on the ICB therapeutic efficacy of C2 and C3 subtypes. Additionally, both the GSE91404 and DPH cohorts showed that nCRT treatment induced a significant increase in the expression of TNFRSF9 and the abundance of macrophages in the C3 subtype. CONCLUSION: Our data suggest that there are four immune types of rectal cancer, which are related to the prognosis of patients. Among them, C3 and some C2 subtypes represent the patients who may benefit from ICB after nCRT treatment. Frontiers Media S.A. 2022-09-27 /pmc/articles/PMC9551659/ /pubmed/36238279 http://dx.doi.org/10.3389/fimmu.2022.955187 Text en Copyright © 2022 He, Jin, Jian, Yang, Dai, Feng, Xiao and Wang 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
He, Le
Jin, Min
Jian, Dan
Yang, Bo
Dai, Nan
Feng, Yan
Xiao, He
Wang, Dong
Identification of four immune subtypes in locally advanced rectal cancer treated with neoadjuvant chemotherapy for predicting the efficacy of subsequent immune checkpoint blockade
title Identification of four immune subtypes in locally advanced rectal cancer treated with neoadjuvant chemotherapy for predicting the efficacy of subsequent immune checkpoint blockade
title_full Identification of four immune subtypes in locally advanced rectal cancer treated with neoadjuvant chemotherapy for predicting the efficacy of subsequent immune checkpoint blockade
title_fullStr Identification of four immune subtypes in locally advanced rectal cancer treated with neoadjuvant chemotherapy for predicting the efficacy of subsequent immune checkpoint blockade
title_full_unstemmed Identification of four immune subtypes in locally advanced rectal cancer treated with neoadjuvant chemotherapy for predicting the efficacy of subsequent immune checkpoint blockade
title_short Identification of four immune subtypes in locally advanced rectal cancer treated with neoadjuvant chemotherapy for predicting the efficacy of subsequent immune checkpoint blockade
title_sort identification of four immune subtypes in locally advanced rectal cancer treated with neoadjuvant chemotherapy for predicting the efficacy of subsequent immune checkpoint blockade
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9551659/
https://www.ncbi.nlm.nih.gov/pubmed/36238279
http://dx.doi.org/10.3389/fimmu.2022.955187
work_keys_str_mv AT hele identificationoffourimmunesubtypesinlocallyadvancedrectalcancertreatedwithneoadjuvantchemotherapyforpredictingtheefficacyofsubsequentimmunecheckpointblockade
AT jinmin identificationoffourimmunesubtypesinlocallyadvancedrectalcancertreatedwithneoadjuvantchemotherapyforpredictingtheefficacyofsubsequentimmunecheckpointblockade
AT jiandan identificationoffourimmunesubtypesinlocallyadvancedrectalcancertreatedwithneoadjuvantchemotherapyforpredictingtheefficacyofsubsequentimmunecheckpointblockade
AT yangbo identificationoffourimmunesubtypesinlocallyadvancedrectalcancertreatedwithneoadjuvantchemotherapyforpredictingtheefficacyofsubsequentimmunecheckpointblockade
AT dainan identificationoffourimmunesubtypesinlocallyadvancedrectalcancertreatedwithneoadjuvantchemotherapyforpredictingtheefficacyofsubsequentimmunecheckpointblockade
AT fengyan identificationoffourimmunesubtypesinlocallyadvancedrectalcancertreatedwithneoadjuvantchemotherapyforpredictingtheefficacyofsubsequentimmunecheckpointblockade
AT xiaohe identificationoffourimmunesubtypesinlocallyadvancedrectalcancertreatedwithneoadjuvantchemotherapyforpredictingtheefficacyofsubsequentimmunecheckpointblockade
AT wangdong identificationoffourimmunesubtypesinlocallyadvancedrectalcancertreatedwithneoadjuvantchemotherapyforpredictingtheefficacyofsubsequentimmunecheckpointblockade