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

被引:0
作者
Ahmad, Sharmila [1 ,2 ]
Drag, Markus Hodal [3 ,4 ]
Salleh, Suraya Mohamad [1 ,5 ]
Cai, Zexi [6 ]
Nielsen, Mette Olaf [2 ]
机构
[1] Univ Putra Malaysia, Fac Agr, Dept Anim Sci, Serdang, Selangor, Malaysia
[2] Aarhus Univ, Dept Anim & Vet Sci, Res Unit Nutr, Tjele, Denmark
[3] Univ Copenhagen, Novo Nord Fdn Ctr Basic Metab Res, Fac Hlth & Med Sci, Copenhagen, Denmark
[4] Copenhagen Zoo, Frederiksberg, Denmark
[5] Swedish Univ Agr Sci, Dept Anim Nutr & Management, Uppsala, Sweden
[6] Aarhus Univ, Ctr Quantitat Genet & Genom, Tjele, Denmark
关键词
early postnatal malnutrition; perirenal adipose tissue; prenatal malnutrition; subcutaneous adipose tissue; WGCNA; POSTNATAL OBESOGENIC DIET; INSULIN-RESISTANCE; CATHEPSIN-S; DIFFERENTIAL IMPACTS; LATE-GESTATION; PRIMARY CILIA; CELL SIZE; UNDERNUTRITION; OVERNUTRITION; EXPRESSION;
D O I
10.1152/physiolgenomics.00128.2022
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
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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页码:392 / 413
页数:22
相关论文
共 103 条
  • [1] Transcriptomics analysis of differentially expressed genes in subcutaneous and perirenal adipose tissue of sheep as affected by their pre- and early postnatal malnutrition histories
    Ahmad, Sharmila
    Drag, Markus Hodal
    Salleh, Suraya Mohamad
    Cai, Zexi
    Nielsen, Mette Olaf
    [J]. BMC GENOMICS, 2021, 22 (01)
  • [2] Depot and sex-specific implications for adipose tissue expandability and functional traits in adulthood of late prenatal and early postnatal malnutrition in a precocial sheep model
    Ahmad, Sharmila
    Lyngman, Lise Kirstine
    Mansouryar, Morteza
    Dhakal, Rajan
    Agerholm, Jorgen Steen
    Khanal, Prabhat
    Nielsen, Mette Olaf
    [J]. PHYSIOLOGICAL REPORTS, 2020, 8 (19):
  • [3] Sex Differences in Nutrition, Growth, and Metabolism in Preterm Infants
    Alur, Pradeep
    [J]. FRONTIERS IN PEDIATRICS, 2019, 7
  • [4] Gene expression and protein secretion during human mesenchymal cell differentiation into adipogenic cells
    Amable, Paola Romina
    Telles Teixeira, Marcus Vinicius
    Vieira Carias, Rosana Bizon
    Granjeiro, Jose Mauro
    Borojevic, Radovan
    [J]. BMC CELL BIOLOGY, 2014, 15
  • [5] The role of T and B cells in human atherosclerosis and atherothrombosis
    Ammirati, E.
    Moroni, F.
    Magnoni, M.
    Camici, P. G.
    [J]. CLINICAL AND EXPERIMENTAL IMMUNOLOGY, 2015, 179 (02) : 173 - 187
  • [6] HTSeq-a Python']Python framework to work with high-throughput sequencing data
    Anders, Simon
    Pyl, Paul Theodor
    Huber, Wolfgang
    [J]. BIOINFORMATICS, 2015, 31 (02) : 166 - 169
  • [7] Andrews S, 2010, FASTQC QUALITY CONTR
  • [8] Enlarged adipocytes from subcutaneous vs. visceral adipose tissue differentially contribute to metabolic dysfunction and atherogenic risk of patients with obesity
    Antonio Suarez-Cuenca, Juan
    De la Pena-Sosa, Gustavo
    De la Vega-Moreno, Karen
    Zaineff Banderas-Lares, Diana
    Salamanca-Garcia, Moises
    Enrique Martinez-Hernandez, Jose
    Vera-Gomez, Eduardo
    Hernandez-Patricio, Alejandro
    Ramiro Zamora-Aleman, Carlos
    Alexandra Dominguez-Perez, Gabriela
    Sua Ruiz-Hernandez, Atzin
    Ariel Gutierrez-Buendia, Juan
    Melchor-Lopez, Alberto
    Ortiz-Fernandez, Moises
    Montoya-Ramirez, Jesus
    Felipe Gaytan-Fuentes, Omar
    Toriz-Ortiz, Angelica
    Osorio-Valero, Mario
    Orozco-Vazquez, Julita
    Lizeth Alcaraz-Estrada, Sofia
    Eunice Rodriguez-Arellano, Martha
    Maldonado-Arriaga, Brenda
    Perez-Cabeza de Vaca, Rebeca
    Escamilla-Tilch, Monica
    Antonio Pineda-Juarez, Juan
    Antonio Tellez-Gonzalez, Mario
    Garcia, Silvia
    Mondragon-Teran, Paul
    [J]. SCIENTIFIC REPORTS, 2021, 11 (01)
  • [9] Perinatal undernutrition programmes thyroid function in the adult rat offspring
    Ayala-Moreno, Rosario
    Racotta, Radu
    Anguiano, Brenda
    Aceves, Carmen
    Quevedo, Lucia
    [J]. BRITISH JOURNAL OF NUTRITION, 2013, 110 (12) : 2207 - 2215
  • [10] Characterization of subcutaneous and omental adipose tissue in patients with obesity and with different degrees of glucose impairment
    Belligoli, Anna
    Compagnin, Chiara
    Sanna, Marta
    Favaretto, Francesca
    Fabris, Roberto
    Busetto, Luca
    Foletto, Mirto
    Dal Pra, Chiara
    Serra, Roberto
    Prevedello, Luca
    Da Re, Chiara
    Bardini, Romeo
    Mescoli, Claudia
    Rugge, Massimo
    Fioretto, Paola
    Conci, Scilla
    Bettini, Silvia
    Milan, Gabriella
    Vettor, Roberto
    [J]. SCIENTIFIC REPORTS, 2019, 9 (1) : 11333