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Pan-Cancer Analysis of Clinical Relevance via Telomere Maintenance Mechanism

Understanding the telomere maintenance mechanism (TMM) in immortal cancer cells is vital for TMM-targeted therapies in clinical settings. In this study, we classified four telomere maintenance mechanisms into telomerase, ALT, telomerase + ALT, and non-defined telomere maintenance mechanism (NDTMM) a...

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Autores principales: Sung, Ji-Yong, Cheong, Jae-Ho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8538844/
https://www.ncbi.nlm.nih.gov/pubmed/34681758
http://dx.doi.org/10.3390/ijms222011101
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author Sung, Ji-Yong
Cheong, Jae-Ho
author_facet Sung, Ji-Yong
Cheong, Jae-Ho
author_sort Sung, Ji-Yong
collection PubMed
description Understanding the telomere maintenance mechanism (TMM) in immortal cancer cells is vital for TMM-targeted therapies in clinical settings. In this study, we classified four telomere maintenance mechanisms into telomerase, ALT, telomerase + ALT, and non-defined telomere maintenance mechanism (NDTMM) across 31 cancer types using 10,704 transcriptomic datasets from The Cancer Genome Atlas. Our results demonstrated that approximately 50% of the total cohort displayed ALT activity with high telomerase activity in most cancer types. We confirmed significant patient prognoses according to distinct TMMs in six cancer types: adrenocortical carcinoma (ACC), PAAD, HNSC, SARC, GBM, and metastatic cancer. Patients with metastasis had a poor prognosis in the ALT group (p < 0.006) subjected to RAS protein signal transduction. Glioblastoma patients had poor prognosis in NDTMM (p < 0.0043) and showed high levels of myeloid leukocyte activation. Pancreatic adenocarcinoma (p < 0.04) and head and neck squamous cell carcinoma (p < 0.046) patients had a good prognosis in the ALT group with high immune cell activation. Furthermore, we showed that master transcriptional regulators might affect the selection of the TMM pathway and explained why different telomere maintenance mechanisms exist. Furthermore, they can be used to segregate patients and predict responders to different TMM-targeted therapeutics.
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spelling pubmed-85388442021-10-24 Pan-Cancer Analysis of Clinical Relevance via Telomere Maintenance Mechanism Sung, Ji-Yong Cheong, Jae-Ho Int J Mol Sci Article Understanding the telomere maintenance mechanism (TMM) in immortal cancer cells is vital for TMM-targeted therapies in clinical settings. In this study, we classified four telomere maintenance mechanisms into telomerase, ALT, telomerase + ALT, and non-defined telomere maintenance mechanism (NDTMM) across 31 cancer types using 10,704 transcriptomic datasets from The Cancer Genome Atlas. Our results demonstrated that approximately 50% of the total cohort displayed ALT activity with high telomerase activity in most cancer types. We confirmed significant patient prognoses according to distinct TMMs in six cancer types: adrenocortical carcinoma (ACC), PAAD, HNSC, SARC, GBM, and metastatic cancer. Patients with metastasis had a poor prognosis in the ALT group (p < 0.006) subjected to RAS protein signal transduction. Glioblastoma patients had poor prognosis in NDTMM (p < 0.0043) and showed high levels of myeloid leukocyte activation. Pancreatic adenocarcinoma (p < 0.04) and head and neck squamous cell carcinoma (p < 0.046) patients had a good prognosis in the ALT group with high immune cell activation. Furthermore, we showed that master transcriptional regulators might affect the selection of the TMM pathway and explained why different telomere maintenance mechanisms exist. Furthermore, they can be used to segregate patients and predict responders to different TMM-targeted therapeutics. MDPI 2021-10-14 /pmc/articles/PMC8538844/ /pubmed/34681758 http://dx.doi.org/10.3390/ijms222011101 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Sung, Ji-Yong
Cheong, Jae-Ho
Pan-Cancer Analysis of Clinical Relevance via Telomere Maintenance Mechanism
title Pan-Cancer Analysis of Clinical Relevance via Telomere Maintenance Mechanism
title_full Pan-Cancer Analysis of Clinical Relevance via Telomere Maintenance Mechanism
title_fullStr Pan-Cancer Analysis of Clinical Relevance via Telomere Maintenance Mechanism
title_full_unstemmed Pan-Cancer Analysis of Clinical Relevance via Telomere Maintenance Mechanism
title_short Pan-Cancer Analysis of Clinical Relevance via Telomere Maintenance Mechanism
title_sort pan-cancer analysis of clinical relevance via telomere maintenance mechanism
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8538844/
https://www.ncbi.nlm.nih.gov/pubmed/34681758
http://dx.doi.org/10.3390/ijms222011101
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