Dataset Information

Proteogenomic Analysis Reveals Proteins Involved in the First Step of Adipogenesis in Human Adipose-derived Stem Cells

ABSTRACT: Background: Obesity is characterized as a disease that directly affects the whole-body metabolism and is associated with excess fat mass and several related comorbidities. Dynamics of the adipocyte hypertrophy and hyperplasia play an important role in health and disease, especially in obesity. Human adipose-derived stem cells (hASC) represent an important source for understanding the entire adipogenic differentiation process. However, little is known about the triggering step of adipogenesis in hASC. Here, we performed a proteogenomic approach for understanding the protein abundance alterations expression changes during the initiation of the adipogenic differentiation process. Methods: hASC were isolated from adipose tissue from three donors, characterized and expanded. Cells were cultured for 24 hours in adipogenic differentiation medium followed to protein extraction. We used shotgun proteomics to compare the proteomic profile of 24h-adipogenic differentiated and undifferentiated hASC. Besides, we used our previously next-generation sequencing data (RNA-seq) from the total and polysomal mRNA fractions of hASC to study post-transcriptional regulation during the initial steps of adipogenesis. Results: We identified a total of 3,.420 proteins out of and 48,.336 peptides, being 92 exclusively identified proteins in the undifferentiated hASC and 53 exclusive proteins in 24h-differentiated cells. Using a stringent criterion, we identified 33 differentially abundant proteins when compare 24h-differentiated versus undifferentiated hASC (14 upregulated and 19 downregulated, respectively). Among the upregulated proteins, we shortlist identified several adipogenic-related proteins. Combined analysis of the proteome and the transcriptome allowed the identification of positive correlation coefficients between proteins and mRNAs. Conclusions: These results demonstrate a specific proteome profile related to adipogenesis at the very beginning (24h) of the differentiation process in hASC, which represents an important piece for a better understanding of human adipogenesis and obesity. In addition, the adipogenic differentiation is fine-tuning regulated at transcriptional, post-transcriptional and post-translational levels.

INSTRUMENT(S): Orbitrap Fusion Lumos

ORGANISM(S): Homo Sapiens (human)

TISSUE(S): Cell Culture

SUBMITTER: Marlon D M Santos

LAB HEAD: Paulo Costa Carvalho

PROVIDER: PXD026299 | Pride | 2022-02-17

REPOSITORIES: Pride

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Publications

Proteogenomic Analysis Reveals Proteins Involved in the First Step of Adipogenesis in Human Adipose-Derived Stem Cells.

Bonilauri Bernardo B Camillo-Andrade Amanda C AC Santos Marlon D M MDM Fischer Juliana de S da G JSDG Carvalho Paulo C PC Dallagiovanna Bruno B

Stem cells international 20211216

<h4>Background</h4>Obesity is characterized as a disease that directly affects the whole-body metabolism and is associated with excess fat mass and several related comorbidities. Dynamics of adipocyte hypertrophy and hyperplasia play an important role in health and disease, especially in obesity. Human adipose-derived stem cells (hASC) represent an important source for understanding the entire adipogenic differentiation process. However, little is known about the triggering step of adipogenesis ...[more]

PMID: 34956370

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Project description:Adipogenesis occurs through a specific gene program in undifferentiated fat progenitors. We hypothesized that the properties of the fat progenitors are regulated by hox genes, the developmental genes essential in different tissue stem cells. Their biased expression in white and brown fat implies roles in distinguishing the two fat types. Among 39 Hox genes, Hoxc8 is highly enriched in undifferentiated adipose tissue stem cells (ADSCs) and down-regulated in differentiated adipocytes. Forced expression of Hoxc8 suppressed adipocyte differentiation of ADSCs. Using microarrays, we investigated the effect of Hoxc8 overexpression on global transcripts in ADSCs. We compared among four groups: untreated ADSCs, adipogenic induction media (MDI)-treated ADSCs, MDI-treated ADSC-vector and MDI-treated ADSC-Hoxc8. A number of, but not all, adipogenesis-related genes are suppressed by Hoxc8. This dataset illustrates the global effect of Hoxc8, a developmental transcription factor, on the expression of adipogenesis-related genes. Gene expression was compared among untreated ADSCs (control), adipogenic induction media-treated ADSCs, adipogenic induction media-treated ADSC-vector (ADSCs transduced with control vector), and adipogenic induction media-treated ADSC-Hoxc8 (ADSCs transduced with human Hoxc8). Total RNA was isolated from ADSCs using the Qiagen RNeasy kit (Qiagen). At NimbleGen, quality and yield were verified before cDNA synthesis and Cy3-end labeling. The labeled cDNA samples were hybridized to Homo sapiens 4-Plex arrays (Roche NimbleGen, A4487001-00-01) that represent 24,000 human genes. Raw data files for each sample were normalized and background-corrected using a Robust Multi-Array Analysis as implemented by NimbleScan software. Students’ two-tail t-tests were conducted among the samples for each transcript and fold-change was determined. Transcripts whose abundance was significantly altered (P < 0.05) and an absolute fold change greater than 2 were defined as differentially regulated.

Project description:To better understand the scale of gene expression changes that occur during the formation of mature adipocytes from preadipocytes, we compared and characterised the transcriptome profile of mesenchymal stromal cells derived from human adipose tissue, otherwise known as adipose-derived stromal cells (ASCs), undergoing adipocyte differentiation on day 1, 7, 14 and 21 (representing the early to late stage process of adipogenesis). Microarray technique was systematically employed to study gene expression in adipose-derived stromal cells during adipogenic differentiation over a 21 day period to identify genes that are important in driving adipogenesis in humans. We have undertaken an in-depth transcriptome analysis of adipogenesis in human adipose-derived stromal cells (ASCs) induced to differentiate into adipocytes in vitro. Genes were differentially expressed on days 1, 7, 14 and 21 post-induction and numbered 128, 218, 253 and 240 respectively. Up-regulated genes were associated with neural and blood vessel development, leukocyte migration, and tumor growth, invasion and metastasis. They also shared common pathways with certain obesity-related pathophysiological conditions. Down-regulated genes were associated with osteogenesis and the immune response. KLF15, LMO3, FOXO1 and ZBTB16 transcription factors were up-regulated throughout the differentiation process. CEBPA, PPARG, ZNF117, MLXIPL, MMP3 and RORB were up-regulated only on days 14 - 21, which coincides with the maturation of adipocytes and could possibly serve as candidates for controlling fat accumulation and the size of mature adipocytes. We identified genes that were up-regulated only on day 1 - 7 and day 14 - 21 that could serve as potential early and late-stage differentiation markers. This study reveals potential markers for the different stages in ASC adipogenic differentiation which could serve as good candidates to combat obesity and further link the biology of fat cell formation to the co-morbidities of obesity.

Dataset Information

Proteogenomic Analysis Reveals Proteins Involved in the First Step of Adipogenesis in Human Adipose-derived Stem Cells

Publications

Proteogenomic Analysis Reveals Proteins Involved in the First Step of Adipogenesis in Human Adipose-Derived Stem Cells.

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