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Integrative metabolic analysis of orbital adipose/connective tissue in patients with thyroid-associated ophthalmopathy
OBJECTIVE: Thyroid-associated ophthalmopathy (TAO) is a disfiguring autoimmune disease, which destroys the structure of orbital tissues and even threatens vision. Metabolic reprograming is critical in autoimmune diseases; however, the metabolic basis of TAO remains to be clarified. Our study aimed t...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9718489/ https://www.ncbi.nlm.nih.gov/pubmed/36465658 http://dx.doi.org/10.3389/fendo.2022.1001349 |
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author | Huang, Jiancheng Chen, Meng Liang, Yu Hu, Yuxiang Xia, Weiyi Zhang, Yihan Zhao, Chen Wu, Lianqun |
author_facet | Huang, Jiancheng Chen, Meng Liang, Yu Hu, Yuxiang Xia, Weiyi Zhang, Yihan Zhao, Chen Wu, Lianqun |
author_sort | Huang, Jiancheng |
collection | PubMed |
description | OBJECTIVE: Thyroid-associated ophthalmopathy (TAO) is a disfiguring autoimmune disease, which destroys the structure of orbital tissues and even threatens vision. Metabolic reprograming is critical in autoimmune diseases; however, the metabolic basis of TAO remains to be clarified. Our study aimed to reveal the metabolic profile of TAO. METHODS: Orbital adipose/connective tissues from eleven TAO patients and twelve control subjects were collected during surgeries and analyzed with liquid chromatograph-mass spectrometer. Orthogonal partial least-squares discrimination analysis (OPLS-DA), variable importance in projection (VIP), heat map, and volcano plot were used to reveal metabolic profile in TAO. Pathway analysis and metabolites-gene analysis were utilized to explore potential metabolic metabolism in TAO. RESULTS: 3038 metabolites were detected in samples from the TAO patients and the controls. OPLS-DA analysis of the metabolomics results showed two distinguished groups, demonstrating that TAO has a unique metabolome. Univariate tests identified 593 dysregulated metabolites (P < 0.05), including 367 increased metabolites and 226 decreased metabolites. Pathway analysis showed that changed metabolites were enriched in cholesterol metabolism, choline metabolism in cancer, fat digestion and absorption, regulation of lipolysis in adipocytes, and insulin resistance. In addition, metabolites-gene analysis illustrated that cholesterol metabolism was involved in the pathogenesis of TAO. Endoplasmic reticulum stress-related genes (ATF6, PERK, and IRE1α) expressions were higher in TAO orbital tissues than in control orbital tissues verified by western blot. Additionally, the expression level of diacylglycerol acyltransferase 1 (DGAT1), a key metabolic protein for triacylglycerol synthesis, was increased in orbital tissues of TAO detected by qRT-PCR, indicating disrupted cholesterol metabolism in TAO. CONCLUSION: The present study demonstrated different metabolite profiles and potential metabolic mechanisms in TAO. |
format | Online Article Text |
id | pubmed-9718489 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97184892022-12-03 Integrative metabolic analysis of orbital adipose/connective tissue in patients with thyroid-associated ophthalmopathy Huang, Jiancheng Chen, Meng Liang, Yu Hu, Yuxiang Xia, Weiyi Zhang, Yihan Zhao, Chen Wu, Lianqun Front Endocrinol (Lausanne) Endocrinology OBJECTIVE: Thyroid-associated ophthalmopathy (TAO) is a disfiguring autoimmune disease, which destroys the structure of orbital tissues and even threatens vision. Metabolic reprograming is critical in autoimmune diseases; however, the metabolic basis of TAO remains to be clarified. Our study aimed to reveal the metabolic profile of TAO. METHODS: Orbital adipose/connective tissues from eleven TAO patients and twelve control subjects were collected during surgeries and analyzed with liquid chromatograph-mass spectrometer. Orthogonal partial least-squares discrimination analysis (OPLS-DA), variable importance in projection (VIP), heat map, and volcano plot were used to reveal metabolic profile in TAO. Pathway analysis and metabolites-gene analysis were utilized to explore potential metabolic metabolism in TAO. RESULTS: 3038 metabolites were detected in samples from the TAO patients and the controls. OPLS-DA analysis of the metabolomics results showed two distinguished groups, demonstrating that TAO has a unique metabolome. Univariate tests identified 593 dysregulated metabolites (P < 0.05), including 367 increased metabolites and 226 decreased metabolites. Pathway analysis showed that changed metabolites were enriched in cholesterol metabolism, choline metabolism in cancer, fat digestion and absorption, regulation of lipolysis in adipocytes, and insulin resistance. In addition, metabolites-gene analysis illustrated that cholesterol metabolism was involved in the pathogenesis of TAO. Endoplasmic reticulum stress-related genes (ATF6, PERK, and IRE1α) expressions were higher in TAO orbital tissues than in control orbital tissues verified by western blot. Additionally, the expression level of diacylglycerol acyltransferase 1 (DGAT1), a key metabolic protein for triacylglycerol synthesis, was increased in orbital tissues of TAO detected by qRT-PCR, indicating disrupted cholesterol metabolism in TAO. CONCLUSION: The present study demonstrated different metabolite profiles and potential metabolic mechanisms in TAO. Frontiers Media S.A. 2022-11-18 /pmc/articles/PMC9718489/ /pubmed/36465658 http://dx.doi.org/10.3389/fendo.2022.1001349 Text en Copyright © 2022 Huang, Chen, Liang, Hu, Xia, Zhang, Zhao and Wu 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 Huang, Jiancheng Chen, Meng Liang, Yu Hu, Yuxiang Xia, Weiyi Zhang, Yihan Zhao, Chen Wu, Lianqun Integrative metabolic analysis of orbital adipose/connective tissue in patients with thyroid-associated ophthalmopathy |
title | Integrative metabolic analysis of orbital adipose/connective tissue in patients with thyroid-associated ophthalmopathy |
title_full | Integrative metabolic analysis of orbital adipose/connective tissue in patients with thyroid-associated ophthalmopathy |
title_fullStr | Integrative metabolic analysis of orbital adipose/connective tissue in patients with thyroid-associated ophthalmopathy |
title_full_unstemmed | Integrative metabolic analysis of orbital adipose/connective tissue in patients with thyroid-associated ophthalmopathy |
title_short | Integrative metabolic analysis of orbital adipose/connective tissue in patients with thyroid-associated ophthalmopathy |
title_sort | integrative metabolic analysis of orbital adipose/connective tissue in patients with thyroid-associated ophthalmopathy |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9718489/ https://www.ncbi.nlm.nih.gov/pubmed/36465658 http://dx.doi.org/10.3389/fendo.2022.1001349 |
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