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Functional enrichment analysis of mutated genes in children with hyperthyroidism

OBJECTIVE: Hyperthyroidism in Chinese children is relatively high and has been increasing in recent years, which has a significant impact on their healthy development. Hyperthyroidism is a polygenic disorder that presents greater challenges in terms of prediction and treatment than monogenic disease...

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Autores principales: Mao, Xiaojian, Tang, Liangliang, Li, Hongyi, Zhang, Wen, Liu, Li, Wang, Heyong, Headar, Abdalbari
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10591315/
https://www.ncbi.nlm.nih.gov/pubmed/37876543
http://dx.doi.org/10.3389/fendo.2023.1213465
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author Mao, Xiaojian
Tang, Liangliang
Li, Hongyi
Zhang, Wen
Liu, Li
Wang, Heyong
Headar, Abdalbari
author_facet Mao, Xiaojian
Tang, Liangliang
Li, Hongyi
Zhang, Wen
Liu, Li
Wang, Heyong
Headar, Abdalbari
author_sort Mao, Xiaojian
collection PubMed
description OBJECTIVE: Hyperthyroidism in Chinese children is relatively high and has been increasing in recent years, which has a significant impact on their healthy development. Hyperthyroidism is a polygenic disorder that presents greater challenges in terms of prediction and treatment than monogenic diseases. This study aims to elucidate the associated functions and gene sets of mutated genes in children with hyperthyroidism in terms of the gene ontology through GO enrichment analysis and in terms of biological signaling pathways through KEGG enrichment analysis, thereby enhancing our understanding of the expected effects of multiple mutated genes on hyperthyroidism in children. METHODS: Whole-exome sequencing was performed on the DNA samples of children with hyperthyroidism. Screening for pathogenic genes related to hyperthyroidism in affected children was performed using the publicly available disease databases Malacards, MutationView, and Clinvar, and the functions and influences of the identified pathogenic genes were analyzed using statistical analysis and the gene enrichment approach. RESULTS: Through GO enrichment analysis, it was found that the most significant gene ontology enrichment was the function “hormone activity” in terms of gene ontology molecular function. The corresponding mutated genes set that has common effects on hyperthyroidism in children included TG, CALCA, POMC, CGA, PTH, GHRL, FBN1, TRH, PRL, LEP, ADIPOQ, INS, GH1. The second most significant gene ontology enrichment was the function “response to peptide hormone” in terms of biological process. The corresponding mutated genes set that has common effects on hyperthyroidism in children included LRP6, TSC2, KANK1, COL1A1, CDKN1B, POMC, STAT1, MEN1, APC, GHRL, TSHR, GJB2, FBN1, GPT, LEP, ADIPOQ, INS, GH1. Through KEGG enrichment analysis, it was found that the most significant biological signaling pathway enrichment was the pathway “Thyroid hormone signaling pathway” function. The corresponding mutated genes set that has common effects on hyperthyroidism in children included NOTCH3, MYH7, TSC2, STAT1, MED13L, MAP2K2, SLCO1C1, SLC16A2, and THRB. The second most significant biological signaling pathway enrichment was the pathway “Hypertrophic cardiomyopathy” in terms of biological process. The corresponding mutated genes set that has common effects on hyperthyroidism in children included IGF1, CACNA1S, MYH7, IL6, TTN, CACNB2, LAMA2, and DMD. CONCLUSION: The mutated genes in children with hyperthyroidism were closely linked to function involved in “hormone activity” and “response to peptide hormone” in terms of the biological signaling pathway, and to the functional pathways involved in “Thyroid hormone signaling pathway” and “Hypertrophic cardiomyopathy” in terms of the biological signaling pathway.
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spelling pubmed-105913152023-10-24 Functional enrichment analysis of mutated genes in children with hyperthyroidism Mao, Xiaojian Tang, Liangliang Li, Hongyi Zhang, Wen Liu, Li Wang, Heyong Headar, Abdalbari Front Endocrinol (Lausanne) Endocrinology OBJECTIVE: Hyperthyroidism in Chinese children is relatively high and has been increasing in recent years, which has a significant impact on their healthy development. Hyperthyroidism is a polygenic disorder that presents greater challenges in terms of prediction and treatment than monogenic diseases. This study aims to elucidate the associated functions and gene sets of mutated genes in children with hyperthyroidism in terms of the gene ontology through GO enrichment analysis and in terms of biological signaling pathways through KEGG enrichment analysis, thereby enhancing our understanding of the expected effects of multiple mutated genes on hyperthyroidism in children. METHODS: Whole-exome sequencing was performed on the DNA samples of children with hyperthyroidism. Screening for pathogenic genes related to hyperthyroidism in affected children was performed using the publicly available disease databases Malacards, MutationView, and Clinvar, and the functions and influences of the identified pathogenic genes were analyzed using statistical analysis and the gene enrichment approach. RESULTS: Through GO enrichment analysis, it was found that the most significant gene ontology enrichment was the function “hormone activity” in terms of gene ontology molecular function. The corresponding mutated genes set that has common effects on hyperthyroidism in children included TG, CALCA, POMC, CGA, PTH, GHRL, FBN1, TRH, PRL, LEP, ADIPOQ, INS, GH1. The second most significant gene ontology enrichment was the function “response to peptide hormone” in terms of biological process. The corresponding mutated genes set that has common effects on hyperthyroidism in children included LRP6, TSC2, KANK1, COL1A1, CDKN1B, POMC, STAT1, MEN1, APC, GHRL, TSHR, GJB2, FBN1, GPT, LEP, ADIPOQ, INS, GH1. Through KEGG enrichment analysis, it was found that the most significant biological signaling pathway enrichment was the pathway “Thyroid hormone signaling pathway” function. The corresponding mutated genes set that has common effects on hyperthyroidism in children included NOTCH3, MYH7, TSC2, STAT1, MED13L, MAP2K2, SLCO1C1, SLC16A2, and THRB. The second most significant biological signaling pathway enrichment was the pathway “Hypertrophic cardiomyopathy” in terms of biological process. The corresponding mutated genes set that has common effects on hyperthyroidism in children included IGF1, CACNA1S, MYH7, IL6, TTN, CACNB2, LAMA2, and DMD. CONCLUSION: The mutated genes in children with hyperthyroidism were closely linked to function involved in “hormone activity” and “response to peptide hormone” in terms of the biological signaling pathway, and to the functional pathways involved in “Thyroid hormone signaling pathway” and “Hypertrophic cardiomyopathy” in terms of the biological signaling pathway. Frontiers Media S.A. 2023-10-09 /pmc/articles/PMC10591315/ /pubmed/37876543 http://dx.doi.org/10.3389/fendo.2023.1213465 Text en Copyright © 2023 Mao, Tang, Li, Zhang, Liu, Wang and Headar https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Endocrinology
Mao, Xiaojian
Tang, Liangliang
Li, Hongyi
Zhang, Wen
Liu, Li
Wang, Heyong
Headar, Abdalbari
Functional enrichment analysis of mutated genes in children with hyperthyroidism
title Functional enrichment analysis of mutated genes in children with hyperthyroidism
title_full Functional enrichment analysis of mutated genes in children with hyperthyroidism
title_fullStr Functional enrichment analysis of mutated genes in children with hyperthyroidism
title_full_unstemmed Functional enrichment analysis of mutated genes in children with hyperthyroidism
title_short Functional enrichment analysis of mutated genes in children with hyperthyroidism
title_sort functional enrichment analysis of mutated genes in children with hyperthyroidism
topic Endocrinology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10591315/
https://www.ncbi.nlm.nih.gov/pubmed/37876543
http://dx.doi.org/10.3389/fendo.2023.1213465
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