Cargando…

Immune Subtypes in LUAD Identify Novel Tumor Microenvironment Profiles With Prognostic and Therapeutic Implications

The six transcriptomic immune subtypes (ISs) (C1 - C6) were reported to have complex and different interplay between TME and cancer cells in TCGA (The Cancer Genome Atlas) pan-cancer cohort. Our study specifically explored how the consequence of interplay determines the prognosis and the response to...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Feng, Gao, Xuan, Wang, Peiyuan, He, Hao, Chen, Peng, Liu, Zhentian, Chen, Yujie, Zhou, Hang, Chen, Weijie, Yi, Xin, Xia, Xuefeng, Liu, Shuoyan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9203850/
https://www.ncbi.nlm.nih.gov/pubmed/35720373
http://dx.doi.org/10.3389/fimmu.2022.877896
_version_ 1784728792652054528
author Wang, Feng
Gao, Xuan
Wang, Peiyuan
He, Hao
Chen, Peng
Liu, Zhentian
Chen, Yujie
Zhou, Hang
Chen, Weijie
Yi, Xin
Xia, Xuefeng
Liu, Shuoyan
author_facet Wang, Feng
Gao, Xuan
Wang, Peiyuan
He, Hao
Chen, Peng
Liu, Zhentian
Chen, Yujie
Zhou, Hang
Chen, Weijie
Yi, Xin
Xia, Xuefeng
Liu, Shuoyan
author_sort Wang, Feng
collection PubMed
description The six transcriptomic immune subtypes (ISs) (C1 - C6) were reported to have complex and different interplay between TME and cancer cells in TCGA (The Cancer Genome Atlas) pan-cancer cohort. Our study specifically explored how the consequence of interplay determines the prognosis and the response to therapy in LUAD cohorts. Clinical and molecular information of LUAD patients were from TCGA and Gene Expression Omnibus (GEO). The immune cell populations and gene/pathway enrichment analysis were performed to explore the molecular differences among the C3 IS and other ISs in the LUAD population. The proportion of C3 inflammatory IS was identified as the most common IS in both TCGA (N = 457) and GEO (N = 901) cohorts. The C3 IS was also found to be the most accurate prognostic subtype, which was associated with significantly longer OS (p <0.001) and DFS (p <0.001). The C3 IS presented higher levels of CD8 T, M1 macrophage, and myeloid dendritic cells, while lower levels of M2 macrophages and cancer-associated fibroblast cells. Moreover, the C3 subtype was enriched in the antigen process and presenting, interferon-gamma response, T cell receptor signaling, and natural killer cell-mediated cytotoxicity pathways than C1/C2. In contrast, the C1/C2 presented greater activation of pathways related to the cell cycles, DNA repair, and p53 signaling pathways. The immune-related C3 IS had a great ability to stratify the prognosis of LUAD, providing clues for further pathogenic research. This classification might help direct precision medicine screenings of LUAD patients, thus possibly improving their prognoses.
format Online
Article
Text
id pubmed-9203850
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-92038502022-06-18 Immune Subtypes in LUAD Identify Novel Tumor Microenvironment Profiles With Prognostic and Therapeutic Implications Wang, Feng Gao, Xuan Wang, Peiyuan He, Hao Chen, Peng Liu, Zhentian Chen, Yujie Zhou, Hang Chen, Weijie Yi, Xin Xia, Xuefeng Liu, Shuoyan Front Immunol Immunology The six transcriptomic immune subtypes (ISs) (C1 - C6) were reported to have complex and different interplay between TME and cancer cells in TCGA (The Cancer Genome Atlas) pan-cancer cohort. Our study specifically explored how the consequence of interplay determines the prognosis and the response to therapy in LUAD cohorts. Clinical and molecular information of LUAD patients were from TCGA and Gene Expression Omnibus (GEO). The immune cell populations and gene/pathway enrichment analysis were performed to explore the molecular differences among the C3 IS and other ISs in the LUAD population. The proportion of C3 inflammatory IS was identified as the most common IS in both TCGA (N = 457) and GEO (N = 901) cohorts. The C3 IS was also found to be the most accurate prognostic subtype, which was associated with significantly longer OS (p <0.001) and DFS (p <0.001). The C3 IS presented higher levels of CD8 T, M1 macrophage, and myeloid dendritic cells, while lower levels of M2 macrophages and cancer-associated fibroblast cells. Moreover, the C3 subtype was enriched in the antigen process and presenting, interferon-gamma response, T cell receptor signaling, and natural killer cell-mediated cytotoxicity pathways than C1/C2. In contrast, the C1/C2 presented greater activation of pathways related to the cell cycles, DNA repair, and p53 signaling pathways. The immune-related C3 IS had a great ability to stratify the prognosis of LUAD, providing clues for further pathogenic research. This classification might help direct precision medicine screenings of LUAD patients, thus possibly improving their prognoses. Frontiers Media S.A. 2022-06-03 /pmc/articles/PMC9203850/ /pubmed/35720373 http://dx.doi.org/10.3389/fimmu.2022.877896 Text en Copyright © 2022 Wang, Gao, Wang, He, Chen, Liu, Chen, Zhou, Chen, Yi, Xia and Liu 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
Wang, Feng
Gao, Xuan
Wang, Peiyuan
He, Hao
Chen, Peng
Liu, Zhentian
Chen, Yujie
Zhou, Hang
Chen, Weijie
Yi, Xin
Xia, Xuefeng
Liu, Shuoyan
Immune Subtypes in LUAD Identify Novel Tumor Microenvironment Profiles With Prognostic and Therapeutic Implications
title Immune Subtypes in LUAD Identify Novel Tumor Microenvironment Profiles With Prognostic and Therapeutic Implications
title_full Immune Subtypes in LUAD Identify Novel Tumor Microenvironment Profiles With Prognostic and Therapeutic Implications
title_fullStr Immune Subtypes in LUAD Identify Novel Tumor Microenvironment Profiles With Prognostic and Therapeutic Implications
title_full_unstemmed Immune Subtypes in LUAD Identify Novel Tumor Microenvironment Profiles With Prognostic and Therapeutic Implications
title_short Immune Subtypes in LUAD Identify Novel Tumor Microenvironment Profiles With Prognostic and Therapeutic Implications
title_sort immune subtypes in luad identify novel tumor microenvironment profiles with prognostic and therapeutic implications
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9203850/
https://www.ncbi.nlm.nih.gov/pubmed/35720373
http://dx.doi.org/10.3389/fimmu.2022.877896
work_keys_str_mv AT wangfeng immunesubtypesinluadidentifynoveltumormicroenvironmentprofileswithprognosticandtherapeuticimplications
AT gaoxuan immunesubtypesinluadidentifynoveltumormicroenvironmentprofileswithprognosticandtherapeuticimplications
AT wangpeiyuan immunesubtypesinluadidentifynoveltumormicroenvironmentprofileswithprognosticandtherapeuticimplications
AT hehao immunesubtypesinluadidentifynoveltumormicroenvironmentprofileswithprognosticandtherapeuticimplications
AT chenpeng immunesubtypesinluadidentifynoveltumormicroenvironmentprofileswithprognosticandtherapeuticimplications
AT liuzhentian immunesubtypesinluadidentifynoveltumormicroenvironmentprofileswithprognosticandtherapeuticimplications
AT chenyujie immunesubtypesinluadidentifynoveltumormicroenvironmentprofileswithprognosticandtherapeuticimplications
AT zhouhang immunesubtypesinluadidentifynoveltumormicroenvironmentprofileswithprognosticandtherapeuticimplications
AT chenweijie immunesubtypesinluadidentifynoveltumormicroenvironmentprofileswithprognosticandtherapeuticimplications
AT yixin immunesubtypesinluadidentifynoveltumormicroenvironmentprofileswithprognosticandtherapeuticimplications
AT xiaxuefeng immunesubtypesinluadidentifynoveltumormicroenvironmentprofileswithprognosticandtherapeuticimplications
AT liushuoyan immunesubtypesinluadidentifynoveltumormicroenvironmentprofileswithprognosticandtherapeuticimplications