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Integrated analysis of the clinical consequence and associated gene expression of ALK in ALK-positive human cancers

Anaplastic lymphoma kinase (ALK) is a tyrosine kinase receptor that is genetically altered in several cancers, including NSCLC, melanoma, lymphoma, and other tumors. Although ALK is associated with various cancers, the relationship between ALK expression and patient prognosis in different cancers is...

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Autores principales: Saifullah, Tsukahara, Toshifumi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9293659/
https://www.ncbi.nlm.nih.gov/pubmed/35865984
http://dx.doi.org/10.1016/j.heliyon.2022.e09878
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author Saifullah
Tsukahara, Toshifumi
author_facet Saifullah
Tsukahara, Toshifumi
author_sort Saifullah
collection PubMed
description Anaplastic lymphoma kinase (ALK) is a tyrosine kinase receptor that is genetically altered in several cancers, including NSCLC, melanoma, lymphoma, and other tumors. Although ALK is associated with various cancers, the relationship between ALK expression and patient prognosis in different cancers is poorly understood. Here, using multidimensional approaches, we revealed the correlation between ALK expression and the clinical outcomes of patients with LUAD, melanoma, OV, DLBC, AML, and BC. We analyzed ALK transcriptional expression, patient survival rate, genetic alteration, protein network, and gene and microRNA (miRNA) co-expression. Compared to that in normal tissues, higher ALK expression was found in LUAD, melanoma, and OV, which are associated with poor patient survival rates. In contrast, lower transcriptional expression was found to decrease the survival rate of patients with DLBC, AML, and BC. A total of 202 missense mutations, 17 truncating mutations, 7 fusions, and 3 in-frame mutations were identified. Further, 17 genes and 19 miRNAs were found to be exclusively co-expressed and echinoderm microtubule-associated protein-like 4 (EML4) was identified as the most positively correlated gene (log odds ratio >3). The gene ontology and signaling pathways of the genes co-expressed with ALK in these six cancers were also identified. Our findings offer a basis for ALK as a prognostic biomarker and therapeutic target in cancers, which will potentially contribute to precision oncology and assist clinicians in identifying suitable treatment options.
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spelling pubmed-92936592022-07-20 Integrated analysis of the clinical consequence and associated gene expression of ALK in ALK-positive human cancers Saifullah Tsukahara, Toshifumi Heliyon Research Article Anaplastic lymphoma kinase (ALK) is a tyrosine kinase receptor that is genetically altered in several cancers, including NSCLC, melanoma, lymphoma, and other tumors. Although ALK is associated with various cancers, the relationship between ALK expression and patient prognosis in different cancers is poorly understood. Here, using multidimensional approaches, we revealed the correlation between ALK expression and the clinical outcomes of patients with LUAD, melanoma, OV, DLBC, AML, and BC. We analyzed ALK transcriptional expression, patient survival rate, genetic alteration, protein network, and gene and microRNA (miRNA) co-expression. Compared to that in normal tissues, higher ALK expression was found in LUAD, melanoma, and OV, which are associated with poor patient survival rates. In contrast, lower transcriptional expression was found to decrease the survival rate of patients with DLBC, AML, and BC. A total of 202 missense mutations, 17 truncating mutations, 7 fusions, and 3 in-frame mutations were identified. Further, 17 genes and 19 miRNAs were found to be exclusively co-expressed and echinoderm microtubule-associated protein-like 4 (EML4) was identified as the most positively correlated gene (log odds ratio >3). The gene ontology and signaling pathways of the genes co-expressed with ALK in these six cancers were also identified. Our findings offer a basis for ALK as a prognostic biomarker and therapeutic target in cancers, which will potentially contribute to precision oncology and assist clinicians in identifying suitable treatment options. Elsevier 2022-07-09 /pmc/articles/PMC9293659/ /pubmed/35865984 http://dx.doi.org/10.1016/j.heliyon.2022.e09878 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Saifullah
Tsukahara, Toshifumi
Integrated analysis of the clinical consequence and associated gene expression of ALK in ALK-positive human cancers
title Integrated analysis of the clinical consequence and associated gene expression of ALK in ALK-positive human cancers
title_full Integrated analysis of the clinical consequence and associated gene expression of ALK in ALK-positive human cancers
title_fullStr Integrated analysis of the clinical consequence and associated gene expression of ALK in ALK-positive human cancers
title_full_unstemmed Integrated analysis of the clinical consequence and associated gene expression of ALK in ALK-positive human cancers
title_short Integrated analysis of the clinical consequence and associated gene expression of ALK in ALK-positive human cancers
title_sort integrated analysis of the clinical consequence and associated gene expression of alk in alk-positive human cancers
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9293659/
https://www.ncbi.nlm.nih.gov/pubmed/35865984
http://dx.doi.org/10.1016/j.heliyon.2022.e09878
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