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Increased number of subclones in lung squamous cell carcinoma elicits overexpression of immune related genes
BACKGROUND: Intratumoral heterogeneity is a cause of drug resistance that leads to treatment failure. We investigated the clinical implication of intratumoral heterogeneity inferred from the number of subclones that constituted a tumor and reasoned the etiology of subclonal expansion using RNA seque...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7354124/ https://www.ncbi.nlm.nih.gov/pubmed/32676328 http://dx.doi.org/10.21037/tlcr-19-589 |
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author | Song, Myung Jin Lee, Sang Hoon Kim, Eun Young Chang, Yoon Soo |
author_facet | Song, Myung Jin Lee, Sang Hoon Kim, Eun Young Chang, Yoon Soo |
author_sort | Song, Myung Jin |
collection | PubMed |
description | BACKGROUND: Intratumoral heterogeneity is a cause of drug resistance that leads to treatment failure. We investigated the clinical implication of intratumoral heterogeneity inferred from the number of subclones that constituted a tumor and reasoned the etiology of subclonal expansion using RNA sequencing data. METHODS: Simple nucleotide variation, clinical data, copy number variation, and RNA-sequencing data from 481 The Cancer Genome Atlas-Lung Squamous Cell Carcinoma (TCGA-LUSC) cases were obtained from the Genomic Data Commons data portal. Clonal status was estimated from the allele frequency of the mutated genes using the SciClone package. RESULTS: The number of subclones that comprised a tumor had a positive correlation with the total mutations in a tumor (σ=0.477, P-value <0.001) and tumor stage (σ=0.111, P-value <0.015). Male LUSC tumors had a higher probability of having more subclones than female tumors (2.28 vs. 1.89, P-value =0.002, Welch Two Sample t-test). On comparing the gene expression in the tumors that were comprised of five subclones with those of a single clone, 291 genes were found to be upregulated and 102 genes were found to be downregulated in the five subclone tumors. The upregulated genes included UGT1A10, SRY, FDCSP, MRLM, and EREG, in order of magnitude of upregulation, and the biologic function of the upregulated genes was strongly enriched for the positive regulation of immune processes and inflammatory responses. CONCLUSIONS: Male LUSC tumors were composed of a greater number of subclones than female tumors. The tumors with large numbers of subclones had overexpressed genes that positively regulated the immune processes and inflammatory responses more than tumors that consisted of a single clone. |
format | Online Article Text |
id | pubmed-7354124 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-73541242020-07-15 Increased number of subclones in lung squamous cell carcinoma elicits overexpression of immune related genes Song, Myung Jin Lee, Sang Hoon Kim, Eun Young Chang, Yoon Soo Transl Lung Cancer Res Original Article BACKGROUND: Intratumoral heterogeneity is a cause of drug resistance that leads to treatment failure. We investigated the clinical implication of intratumoral heterogeneity inferred from the number of subclones that constituted a tumor and reasoned the etiology of subclonal expansion using RNA sequencing data. METHODS: Simple nucleotide variation, clinical data, copy number variation, and RNA-sequencing data from 481 The Cancer Genome Atlas-Lung Squamous Cell Carcinoma (TCGA-LUSC) cases were obtained from the Genomic Data Commons data portal. Clonal status was estimated from the allele frequency of the mutated genes using the SciClone package. RESULTS: The number of subclones that comprised a tumor had a positive correlation with the total mutations in a tumor (σ=0.477, P-value <0.001) and tumor stage (σ=0.111, P-value <0.015). Male LUSC tumors had a higher probability of having more subclones than female tumors (2.28 vs. 1.89, P-value =0.002, Welch Two Sample t-test). On comparing the gene expression in the tumors that were comprised of five subclones with those of a single clone, 291 genes were found to be upregulated and 102 genes were found to be downregulated in the five subclone tumors. The upregulated genes included UGT1A10, SRY, FDCSP, MRLM, and EREG, in order of magnitude of upregulation, and the biologic function of the upregulated genes was strongly enriched for the positive regulation of immune processes and inflammatory responses. CONCLUSIONS: Male LUSC tumors were composed of a greater number of subclones than female tumors. The tumors with large numbers of subclones had overexpressed genes that positively regulated the immune processes and inflammatory responses more than tumors that consisted of a single clone. AME Publishing Company 2020-06 /pmc/articles/PMC7354124/ /pubmed/32676328 http://dx.doi.org/10.21037/tlcr-19-589 Text en 2020 Translational Lung Cancer Research. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Song, Myung Jin Lee, Sang Hoon Kim, Eun Young Chang, Yoon Soo Increased number of subclones in lung squamous cell carcinoma elicits overexpression of immune related genes |
title | Increased number of subclones in lung squamous cell carcinoma elicits overexpression of immune related genes |
title_full | Increased number of subclones in lung squamous cell carcinoma elicits overexpression of immune related genes |
title_fullStr | Increased number of subclones in lung squamous cell carcinoma elicits overexpression of immune related genes |
title_full_unstemmed | Increased number of subclones in lung squamous cell carcinoma elicits overexpression of immune related genes |
title_short | Increased number of subclones in lung squamous cell carcinoma elicits overexpression of immune related genes |
title_sort | increased number of subclones in lung squamous cell carcinoma elicits overexpression of immune related genes |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7354124/ https://www.ncbi.nlm.nih.gov/pubmed/32676328 http://dx.doi.org/10.21037/tlcr-19-589 |
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