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Pan-Cancer Analysis Shows Enrichment of Macrophages, Overexpression of Checkpoint Molecules, Inhibitory Cytokines, and Immune Exhaustion Signatures in EMT-High Tumors

dc.contributor.authorTiwari, Jayesh Kumar
dc.contributor.authorNegi, Shloka
dc.contributor.authorKashyap, Manju
dc.contributor.authorNizamuddin, Sheikh
dc.contributor.authorSingh, Amar
dc.contributor.authorKhattri, Arun
dc.date.accessioned2023-04-24T11:13:40Z
dc.date.available2023-04-24T11:13:40Z
dc.date.issued2022-01-12
dc.descriptionThis paper is submitted by the author of IIT (BHU), Varanasien_US
dc.description.abstractEpithelial–mesenchymal transition (EMT) is a highly dynamic process that occurs under normal circumstances; however, EMT is also known to play a central role in tumor progression and metastasis. Furthermore, role of tumor immune microenvironment (TIME) in shaping anticancer immunity and inducing the EMT is also well recognized. Understanding the key features of EMT is critical for the development of effective therapeutic interventions. Given the central role of EMT in immune escape and cancer progression and treatment, we have carried out a pan-cancer TIME analysis of The Cancer Genome Atlas (TCGA) dataset in context to EMT. We have analyzed infiltration of various immune cells, expression of multiple checkpoint molecules and cytokines, and inflammatory and immune exhaustion gene signatures in 22 cancer types from TCGA dataset. A total of 16 cancer types showed a significantly increased (p < 0.001) infiltration of macrophages in EMT-high tumors (mesenchymal samples). Furthermore, out of the 17 checkpoint molecules we analyzed, 11 showed a significant overexpression (p < 0.001) in EMT-high samples of at least 10 cancer types. Analysis of cytokines showed significant enrichment of immunosuppressive cytokines—TGFB1 and IL10—in the EMT-high group of almost all cancer types. Analysis of various gene signatures showed enrichment of inflammation, exhausted CD8+ T cells, and activated stroma signatures in EMT-high tumors. In summary, our pan-cancer EMT analysis of TCGA dataset shows that the TIME of EMT-high tumors is highly immunosuppressive compared to the EMT-low (epithelial) tumors. The distinctive features of EMT-high tumors are as follows: (i) the enrichment of tumor-associated macrophages, (ii) overexpression of immune checkpoint molecules, (iii) upregulation of immune inhibitory cytokines TGFB1 and IL10, and (iv) enrichment of inflammatory and exhausted CD8+ T-cell signatures. Our study shows that TIMEs of different EMT groups differ significantly, and this would pave the way for future studies analyzing and targeting the TIME regulators for anticancer immunotherapy.en_US
dc.description.sponsorshipAK acknowledges the financial support from Department of Biotechnology, Government of India, in the form of Ramalingaswami Fellowship.en_US
dc.identifier.issn2234943X
dc.identifier.urihttps://idr-sdlib.iitbhu.ac.in/handle/123456789/2233
dc.language.isoenen_US
dc.publisherFrontiers Media S.A.en_US
dc.relation.ispartofseriesFrontiers in Oncology;Article number 793881
dc.subjectcytokinesen_US
dc.subjectepithelial–mesenchymal transition (EMT)en_US
dc.subjectimmune checkpointsen_US
dc.subjectThe Cancer Genome Atlas (TCGA)en_US
dc.subjecttumor immune microenvironment (TIME)en_US
dc.subjectalpha1 interferon; CD134 antigen; CD328 antigen; cytokine; gamma interferon; hepatitis A virus cellular receptor 2; interleukin 10; interleukin 3; interleukin 4; interleukin 5; lymphocyte activation gene 3; programmed death 1 ligand 1; STAT6 protein; transcription factor Sox2; transforming growth factor beta1; unclassified drugen_US
dc.subjectArticle; CD8+ T lymphocyte; cell infiltration; cell maturation; cohort analysis; diagnostic procedure; epithelial mesenchymal transition; gene overexpression; human; inflammation; k means clustering; malignant neoplasm; metastasis; monocyte; overall survival; pan cancer analysis; principal component analysis; progression free survival; prostate adenocarcinoma; regulatory T lymphocyte; tumor associated leukocyte; tumor growth; tumor microenvironment; tumor-associated macrophage; upregulationen_US
dc.titlePan-Cancer Analysis Shows Enrichment of Macrophages, Overexpression of Checkpoint Molecules, Inhibitory Cytokines, and Immune Exhaustion Signatures in EMT-High Tumorsen_US
dc.typeArticleen_US

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