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Evolution of intra-tumoral heterogeneity across different pathological stages in papillary thyroid carcinoma
BACKGROUND: Intra-tumor heterogeneity (ITH) results from the continuous accumulation of mutations during disease progression, thus impacting patients’ clinical outcome. How the ITH evolves across papillary thyroid carcinoma (PTC) different tumor stages is lacking. METHODS: We used the whole-exome se...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9394008/ https://www.ncbi.nlm.nih.gov/pubmed/35996174 http://dx.doi.org/10.1186/s12935-022-02680-1 |
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author | Affinito, Ornella Orlandella, Francesca Maria Luciano, Neila Salvatore, Marco Salvatore, Giuliana Franzese, Monica |
author_facet | Affinito, Ornella Orlandella, Francesca Maria Luciano, Neila Salvatore, Marco Salvatore, Giuliana Franzese, Monica |
author_sort | Affinito, Ornella |
collection | PubMed |
description | BACKGROUND: Intra-tumor heterogeneity (ITH) results from the continuous accumulation of mutations during disease progression, thus impacting patients’ clinical outcome. How the ITH evolves across papillary thyroid carcinoma (PTC) different tumor stages is lacking. METHODS: We used the whole-exome sequencing data from The Cancer Genome Atlas Thyroid Cancer (TCGA-THCA) cohort to track the ITH and assessed its relationship with clinical features through different stages of the PTC progression. We further assayed the expression levels of the specific genes in papillary thyroid cancer cell lines compared to an immortalized normal thyroid epithelial cell line by qRT-PCR. RESULTS: We revealed the timing of mutational processes and the dynamics of the temporal acquisition of somatic events during the lifetime of the PTC. ITH significantly influences the PTC patient’s survival rate and, as genetic heterogeneity increases, the prognosis gets worse in advanced tumor stages. ITH also affects the mutational architecture of each clinical stage which is subject to periodic fluctuations. Different mutational processes may cooperate to shape a stage-specific mutational spectrum during the progression from early to advanced tumor stages. Moreover, different evolutionary paths characterize PTC progression across pathological stages due to both mutations recurrently occurring in all stages in hotspot positions and distinct codon changes dominating in different stages. A different expression level of specific genes also exists in different thyroid cancer cell lines. CONCLUSIONS: Our findings suggest ITH as a potential unfavorable prognostic factor in PTC and highlight the dynamic changes in different clinical stages of PTC, providing some clues for the precision medicine and suggesting different diagnostic decisions depending on the clinical stages of patients. Finally, complete clear guidelines to define risk stratification of PTC patients are lacking; thus, this work could contribute to defining patients who need more aggressive treatments and, in turn, could reduce the social burden of this cancer. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12935-022-02680-1. |
format | Online Article Text |
id | pubmed-9394008 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-93940082022-08-23 Evolution of intra-tumoral heterogeneity across different pathological stages in papillary thyroid carcinoma Affinito, Ornella Orlandella, Francesca Maria Luciano, Neila Salvatore, Marco Salvatore, Giuliana Franzese, Monica Cancer Cell Int Research BACKGROUND: Intra-tumor heterogeneity (ITH) results from the continuous accumulation of mutations during disease progression, thus impacting patients’ clinical outcome. How the ITH evolves across papillary thyroid carcinoma (PTC) different tumor stages is lacking. METHODS: We used the whole-exome sequencing data from The Cancer Genome Atlas Thyroid Cancer (TCGA-THCA) cohort to track the ITH and assessed its relationship with clinical features through different stages of the PTC progression. We further assayed the expression levels of the specific genes in papillary thyroid cancer cell lines compared to an immortalized normal thyroid epithelial cell line by qRT-PCR. RESULTS: We revealed the timing of mutational processes and the dynamics of the temporal acquisition of somatic events during the lifetime of the PTC. ITH significantly influences the PTC patient’s survival rate and, as genetic heterogeneity increases, the prognosis gets worse in advanced tumor stages. ITH also affects the mutational architecture of each clinical stage which is subject to periodic fluctuations. Different mutational processes may cooperate to shape a stage-specific mutational spectrum during the progression from early to advanced tumor stages. Moreover, different evolutionary paths characterize PTC progression across pathological stages due to both mutations recurrently occurring in all stages in hotspot positions and distinct codon changes dominating in different stages. A different expression level of specific genes also exists in different thyroid cancer cell lines. CONCLUSIONS: Our findings suggest ITH as a potential unfavorable prognostic factor in PTC and highlight the dynamic changes in different clinical stages of PTC, providing some clues for the precision medicine and suggesting different diagnostic decisions depending on the clinical stages of patients. Finally, complete clear guidelines to define risk stratification of PTC patients are lacking; thus, this work could contribute to defining patients who need more aggressive treatments and, in turn, could reduce the social burden of this cancer. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12935-022-02680-1. BioMed Central 2022-08-22 /pmc/articles/PMC9394008/ /pubmed/35996174 http://dx.doi.org/10.1186/s12935-022-02680-1 Text en © The Author(s) 2022, corrected publication 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Affinito, Ornella Orlandella, Francesca Maria Luciano, Neila Salvatore, Marco Salvatore, Giuliana Franzese, Monica Evolution of intra-tumoral heterogeneity across different pathological stages in papillary thyroid carcinoma |
title | Evolution of intra-tumoral heterogeneity across different pathological stages in papillary thyroid carcinoma |
title_full | Evolution of intra-tumoral heterogeneity across different pathological stages in papillary thyroid carcinoma |
title_fullStr | Evolution of intra-tumoral heterogeneity across different pathological stages in papillary thyroid carcinoma |
title_full_unstemmed | Evolution of intra-tumoral heterogeneity across different pathological stages in papillary thyroid carcinoma |
title_short | Evolution of intra-tumoral heterogeneity across different pathological stages in papillary thyroid carcinoma |
title_sort | evolution of intra-tumoral heterogeneity across different pathological stages in papillary thyroid carcinoma |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9394008/ https://www.ncbi.nlm.nih.gov/pubmed/35996174 http://dx.doi.org/10.1186/s12935-022-02680-1 |
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