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Gene coexpression network analysis reveals perirenal adipose tissue as an important target of prenatal malnutrition in sheep

We have previously demonstrated that pre- and early postnatal malnutrition in sheep induced depot- and sex-specific changes in adipose morphological features, metabolic outcomes, and transcriptome in adulthood, with perirenal (PER) as the major target followed by subcutaneous (SUB) adipose tissue. W...

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Autores principales: Ahmad, Sharmila, Drag, Markus Hodal, Mohamad Salleh, Suraya, Cai, Zexi, Nielsen, Mette Olaf
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Physiological Society 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10642927/
https://www.ncbi.nlm.nih.gov/pubmed/37458462
http://dx.doi.org/10.1152/physiolgenomics.00128.2022
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author Ahmad, Sharmila
Drag, Markus Hodal
Mohamad Salleh, Suraya
Cai, Zexi
Nielsen, Mette Olaf
author_facet Ahmad, Sharmila
Drag, Markus Hodal
Mohamad Salleh, Suraya
Cai, Zexi
Nielsen, Mette Olaf
author_sort Ahmad, Sharmila
collection PubMed
description We have previously demonstrated that pre- and early postnatal malnutrition in sheep induced depot- and sex-specific changes in adipose morphological features, metabolic outcomes, and transcriptome in adulthood, with perirenal (PER) as the major target followed by subcutaneous (SUB) adipose tissue. We aimed to identify coexpressed and hub genes in SUB and PER to identify the underlying molecular mechanisms contributing to the early nutritional programming of adipose-related phenotypic outcomes. Transcriptomes of SUB and PER of male and female adult sheep with different pre- and early postnatal nutrition histories were used to construct networks of coexpressed genes likely to be functionally associated with pre- and early postnatal nutrition histories and phenotypic traits using weighted gene coexpression network analysis. The modules from PER showed enrichment of cell cycle regulation, gene expression, transmembrane transport, and metabolic processes associated with both sexes’ prenatal nutrition. In SUB (only males), a module of enriched adenosine diphosphate metabolism and development correlated with prenatal nutrition. Sex-specific module enrichments were found in PER, such as chromatin modification in the male network but histone modification and mitochondria- and oxidative phosphorylation-related functions in the female network. These sex-specific modules correlated with prenatal nutrition and adipocyte size distribution patterns. Our results point to PER as a primary target of prenatal malnutrition compared to SUB, which played only a minor role. The prenatal programming of gene expression and cell cycle, potentially through epigenetic modifications, might be underlying mechanisms responsible for observed changes in PER expandability and adipocyte-size distribution patterns in adulthood in both sexes.
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spelling pubmed-106429272023-11-15 Gene coexpression network analysis reveals perirenal adipose tissue as an important target of prenatal malnutrition in sheep Ahmad, Sharmila Drag, Markus Hodal Mohamad Salleh, Suraya Cai, Zexi Nielsen, Mette Olaf Physiol Genomics Research Article We have previously demonstrated that pre- and early postnatal malnutrition in sheep induced depot- and sex-specific changes in adipose morphological features, metabolic outcomes, and transcriptome in adulthood, with perirenal (PER) as the major target followed by subcutaneous (SUB) adipose tissue. We aimed to identify coexpressed and hub genes in SUB and PER to identify the underlying molecular mechanisms contributing to the early nutritional programming of adipose-related phenotypic outcomes. Transcriptomes of SUB and PER of male and female adult sheep with different pre- and early postnatal nutrition histories were used to construct networks of coexpressed genes likely to be functionally associated with pre- and early postnatal nutrition histories and phenotypic traits using weighted gene coexpression network analysis. The modules from PER showed enrichment of cell cycle regulation, gene expression, transmembrane transport, and metabolic processes associated with both sexes’ prenatal nutrition. In SUB (only males), a module of enriched adenosine diphosphate metabolism and development correlated with prenatal nutrition. Sex-specific module enrichments were found in PER, such as chromatin modification in the male network but histone modification and mitochondria- and oxidative phosphorylation-related functions in the female network. These sex-specific modules correlated with prenatal nutrition and adipocyte size distribution patterns. Our results point to PER as a primary target of prenatal malnutrition compared to SUB, which played only a minor role. The prenatal programming of gene expression and cell cycle, potentially through epigenetic modifications, might be underlying mechanisms responsible for observed changes in PER expandability and adipocyte-size distribution patterns in adulthood in both sexes. American Physiological Society 2023-09-01 2023-07-17 /pmc/articles/PMC10642927/ /pubmed/37458462 http://dx.doi.org/10.1152/physiolgenomics.00128.2022 Text en Copyright © 2023 The Authors. https://creativecommons.org/licenses/by/4.0/Licensed under Creative Commons Attribution CC-BY 4.0 (https://creativecommons.org/licenses/by/4.0/) . Published by the American Physiological Society.
spellingShingle Research Article
Ahmad, Sharmila
Drag, Markus Hodal
Mohamad Salleh, Suraya
Cai, Zexi
Nielsen, Mette Olaf
Gene coexpression network analysis reveals perirenal adipose tissue as an important target of prenatal malnutrition in sheep
title Gene coexpression network analysis reveals perirenal adipose tissue as an important target of prenatal malnutrition in sheep
title_full Gene coexpression network analysis reveals perirenal adipose tissue as an important target of prenatal malnutrition in sheep
title_fullStr Gene coexpression network analysis reveals perirenal adipose tissue as an important target of prenatal malnutrition in sheep
title_full_unstemmed Gene coexpression network analysis reveals perirenal adipose tissue as an important target of prenatal malnutrition in sheep
title_short Gene coexpression network analysis reveals perirenal adipose tissue as an important target of prenatal malnutrition in sheep
title_sort gene coexpression network analysis reveals perirenal adipose tissue as an important target of prenatal malnutrition in sheep
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10642927/
https://www.ncbi.nlm.nih.gov/pubmed/37458462
http://dx.doi.org/10.1152/physiolgenomics.00128.2022
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