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An Integrative Multi-Omics Analysis of The Molecular Links between Aging and Aggressiveness in Thyroid Cancers

Aging modifies risk in all cancers, but age is used as a clinical staging criterion uniquely in thyroid cancer (TC). The molecular drivers of age-dependent TC onset and aggressiveness remain poorly understood. We applied an integrative, multi-omics data analysis approach to characterize these signat...

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Autores principales: Ruiz, Emmanuelle, Kandil, Emad, Alhassan, Solomon, Toraih, Eman, Errami, Youssef, Elmageed, Zakaria Y. Abd, Zerfaoui, Mourad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JKL International LLC 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10187705/
https://www.ncbi.nlm.nih.gov/pubmed/37191407
http://dx.doi.org/10.14336/AD.2022.1021
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author Ruiz, Emmanuelle
Kandil, Emad
Alhassan, Solomon
Toraih, Eman
Errami, Youssef
Elmageed, Zakaria Y. Abd
Zerfaoui, Mourad
author_facet Ruiz, Emmanuelle
Kandil, Emad
Alhassan, Solomon
Toraih, Eman
Errami, Youssef
Elmageed, Zakaria Y. Abd
Zerfaoui, Mourad
author_sort Ruiz, Emmanuelle
collection PubMed
description Aging modifies risk in all cancers, but age is used as a clinical staging criterion uniquely in thyroid cancer (TC). The molecular drivers of age-dependent TC onset and aggressiveness remain poorly understood. We applied an integrative, multi-omics data analysis approach to characterize these signatures. Our analysis reveals that aging, independent of BRAF(V600E) mutational status, drives a significant accumulation of aggressiveness-related markers and poorer survival outcomes, most noticeably at age 55 and over. We identified that chromosomal alterations in loci 1p/1q as aging-associated drivers of aggressiveness, and that depleted infiltration with tumor surveillant CD8+T and follicular helper T cells, dysregulation of proteostasis- and senescence-related processes, and ERK1/2 signaling cascade are key features of the aging thyroid and TC onset/progression and aggressiveness in aging patients but not in young individuals. A panel of 23 genes, including those related to cell division such as CENPF, ERCC6L, and the kinases MELK and NEK2, were identified and rigorously characterized as aging-dependent and aggressiveness-specific markers. These genes effectively stratified patients into aggressive clusters with distinct phenotypic enrichment and genomic/transcriptomic profiles. This panel also showed excellent performance in predicting metastasis stage, BRAF(V600E), TERT promoter mutation, and survival outcomes and was superior to the American Thyroid Association (ATA) methodology in predicting aggressiveness risk. Our analysis established clinically relevant biomarkers for TC aggressiveness factoring in aging as an important component.
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spelling pubmed-101877052023-06-01 An Integrative Multi-Omics Analysis of The Molecular Links between Aging and Aggressiveness in Thyroid Cancers Ruiz, Emmanuelle Kandil, Emad Alhassan, Solomon Toraih, Eman Errami, Youssef Elmageed, Zakaria Y. Abd Zerfaoui, Mourad Aging Dis Original Article Aging modifies risk in all cancers, but age is used as a clinical staging criterion uniquely in thyroid cancer (TC). The molecular drivers of age-dependent TC onset and aggressiveness remain poorly understood. We applied an integrative, multi-omics data analysis approach to characterize these signatures. Our analysis reveals that aging, independent of BRAF(V600E) mutational status, drives a significant accumulation of aggressiveness-related markers and poorer survival outcomes, most noticeably at age 55 and over. We identified that chromosomal alterations in loci 1p/1q as aging-associated drivers of aggressiveness, and that depleted infiltration with tumor surveillant CD8+T and follicular helper T cells, dysregulation of proteostasis- and senescence-related processes, and ERK1/2 signaling cascade are key features of the aging thyroid and TC onset/progression and aggressiveness in aging patients but not in young individuals. A panel of 23 genes, including those related to cell division such as CENPF, ERCC6L, and the kinases MELK and NEK2, were identified and rigorously characterized as aging-dependent and aggressiveness-specific markers. These genes effectively stratified patients into aggressive clusters with distinct phenotypic enrichment and genomic/transcriptomic profiles. This panel also showed excellent performance in predicting metastasis stage, BRAF(V600E), TERT promoter mutation, and survival outcomes and was superior to the American Thyroid Association (ATA) methodology in predicting aggressiveness risk. Our analysis established clinically relevant biomarkers for TC aggressiveness factoring in aging as an important component. JKL International LLC 2023-06-01 /pmc/articles/PMC10187705/ /pubmed/37191407 http://dx.doi.org/10.14336/AD.2022.1021 Text en Copyright: © 2023 Ruiz et al. https://creativecommons.org/licenses/by/2.0/this is an open access article distributed under the terms of the creative commons attribution license, which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.
spellingShingle Original Article
Ruiz, Emmanuelle
Kandil, Emad
Alhassan, Solomon
Toraih, Eman
Errami, Youssef
Elmageed, Zakaria Y. Abd
Zerfaoui, Mourad
An Integrative Multi-Omics Analysis of The Molecular Links between Aging and Aggressiveness in Thyroid Cancers
title An Integrative Multi-Omics Analysis of The Molecular Links between Aging and Aggressiveness in Thyroid Cancers
title_full An Integrative Multi-Omics Analysis of The Molecular Links between Aging and Aggressiveness in Thyroid Cancers
title_fullStr An Integrative Multi-Omics Analysis of The Molecular Links between Aging and Aggressiveness in Thyroid Cancers
title_full_unstemmed An Integrative Multi-Omics Analysis of The Molecular Links between Aging and Aggressiveness in Thyroid Cancers
title_short An Integrative Multi-Omics Analysis of The Molecular Links between Aging and Aggressiveness in Thyroid Cancers
title_sort integrative multi-omics analysis of the molecular links between aging and aggressiveness in thyroid cancers
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10187705/
https://www.ncbi.nlm.nih.gov/pubmed/37191407
http://dx.doi.org/10.14336/AD.2022.1021
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