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...
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/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 |