Literature DB >> 33403028

Decoding Immune Heterogeneity of Melanoma and identifying immune-prognostic hub genes.

Yu Zhang1, Siyu Hao1, Yingli Gao1, Weina Sun1, Yuzhen Li1.   

Abstract

Melanoma is an aggressive skin cancer that has gained attention worldwide. Growing evidence has highlighted that the tumor microenvironment (TME) is an important feature of carcinogenesis and contributes to therapeutic efficacy in melanoma. However, additional advances in melanoma immuno-oncology are necessary to achieve a comprehensive knowledge of the immune infiltrate population and to identify accurate and readily measurable biomarkers. In this study, we analyzed gene expression of 468 melanoma cases from the TCGA database, which led to the identification of three melanoma clusters (representedby low, median and high infiltration) that display unique immune features. We found that the microenvironment clusters had substantial prognostic efficacy. The median cluster was characterized by an inability to draw immune cells, highlighting possible immune escape mechanisms, and lower CXCL9 and CXCL10 expression, which was correlated to poor prognosis. Deep molecular characterization of immune cells, cytolytic-activity and tumor-inflammatory status revealed diversity of the local immune infiltration landscape in the melanoma clusters. Differentially expressed genes related to TME were extracted from each infiltration cluster. Functional annotations revealed that these genes were mainly related to immune system activation and the processes of immunoreaction. The top ten hub genes in immune infiltration-related protein-protein interaction (PPI) networks were selected for further prognostic investigation. Further validation showed that five of ten hub genes were good prognostic biomarkers for melanoma in two independent groups from the Gene Expression Omnibus database. In brief, these data highlight that systemic characterization of melanoma could uncover tumor infiltrate characteristics, which can help select the most adequate treatment and identify consistent and important indicators of the local immune tumor microenvironment in melanoma patients. © The author(s).

Entities:  

Keywords:  immune heterogeneity; melanoma; prognostic biomarkers; tumor microenvironment

Year:  2021        PMID: 33403028      PMCID: PMC7778557          DOI: 10.7150/jca.50277

Source DB:  PubMed          Journal:  J Cancer        ISSN: 1837-9664            Impact factor:   4.207


  52 in total

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2.  A Gene Signature Predicting Natural Killer Cell Infiltration and Improved Survival in Melanoma Patients.

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Review 3.  Intratumoral heterogeneity as a therapy resistance mechanism: role of melanoma subpopulations.

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6.  Melanoma: tumor microenvironment and new treatments.

Authors:  Mara Huffenbaecher Giavina-Bianchi; Pedro Francisco Giavina-Bianchi; Cyro Festa
Journal:  An Bras Dermatol       Date:  2017 Mar-Apr       Impact factor: 1.896

Review 7.  miRNAs, Melanoma and Microenvironment: An Intricate Network.

Authors:  Gabriele Romano; Lawrence N Kwong
Journal:  Int J Mol Sci       Date:  2017-11-07       Impact factor: 5.923

8.  Immune Landscape of Colorectal Cancer Tumor Microenvironment from Different Primary Tumor Location.

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Journal:  Front Immunol       Date:  2018-07-10       Impact factor: 7.561

9.  Multiplex immunohistochemistry accurately defines the immune context of metastatic melanoma.

Authors:  H Halse; A J Colebatch; P Petrone; M A Henderson; J K Mills; H Snow; J A Westwood; S Sandhu; J M Raleigh; A Behren; J Cebon; P K Darcy; M H Kershaw; G A McArthur; D E Gyorki; P J Neeson
Journal:  Sci Rep       Date:  2018-07-24       Impact factor: 4.379

10.  Classification of triple-negative breast cancers based on Immunogenomic profiling.

Authors:  Yin He; Zehang Jiang; Cai Chen; Xiaosheng Wang
Journal:  J Exp Clin Cancer Res       Date:  2018-12-29
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