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

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 adipocyte hypertrophy and hyperplasia play an important role in health and disease, especially in obesity. Human adi...

Full description

Saved in:
Bibliographic Details
Main Authors: Bernardo Bonilauri, Amanda C. Camillo-Andrade, Marlon D. M. Santos, Juliana de S. da G. Fischer, Paulo C. Carvalho, Bruno Dallagiovanna
Format: Article
Language:English
Published: Wiley 2021-01-01
Series:Stem Cells International
Online Access:http://dx.doi.org/10.1155/2021/3168428
Tags: Add Tag
No Tags, Be the first to tag this record!
_version_ 1832559224633163776
author Bernardo Bonilauri
Amanda C. Camillo-Andrade
Marlon D. M. Santos
Juliana de S. da G. Fischer
Paulo C. Carvalho
Bruno Dallagiovanna
author_facet Bernardo Bonilauri
Amanda C. Camillo-Andrade
Marlon D. M. Santos
Juliana de S. da G. Fischer
Paulo C. Carvalho
Bruno Dallagiovanna
author_sort Bernardo Bonilauri
collection DOAJ
description 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 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 during the initiation of the adipogenic differentiation process. Methods. hASC were isolated from adipose tissue of three donors and were then characterized and expanded. Cells were cultured for 24 hours in adipogenic differentiation medium followed by protein extraction. We used shotgun proteomics to compare the proteomic profile of 24 h-adipogenic, differentiated, and undifferentiated hASC. We also used our previous next-generation sequencing data (RNA-seq) of the total and polysomal mRNA fractions of hASC to study posttranscriptional regulation during the initial steps of adipogenesis. Results. We identified 3420 proteins out of 48,336 peptides, of which 92 proteins were exclusively identified in undifferentiated hASC and 53 proteins were exclusively found in 24 h-differentiated cells. Using a stringent criterion, we identified 33 differentially abundant proteins when comparing 24 h-differentiated and undifferentiated hASC (14 upregulated and 19 downregulated, respectively). Among the upregulated proteins, we shortlisted several adipogenesis-related proteins. A 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 beginning (24 hours) of the differentiation process in hASC, which advances the understanding of human adipogenesis and obesity. Adipogenic differentiation is finely regulated at the transcriptional, posttranscriptional, and posttranslational levels.
format Article
id doaj-art-8ac09ffb996a4627b658c96605fc0d26
institution Kabale University
issn 1687-9678
language English
publishDate 2021-01-01
publisher Wiley
record_format Article
series Stem Cells International
spelling doaj-art-8ac09ffb996a4627b658c96605fc0d262025-02-03T01:30:33ZengWileyStem Cells International1687-96782021-01-01202110.1155/2021/3168428Proteogenomic Analysis Reveals Proteins Involved in the First Step of Adipogenesis in Human Adipose-Derived Stem CellsBernardo Bonilauri0Amanda C. Camillo-Andrade1Marlon D. M. Santos2Juliana de S. da G. Fischer3Paulo C. Carvalho4Bruno Dallagiovanna5Laboratory of Basic Biology of Stem Cells (LABCET)Laboratory for Structural and Computational ProteomicsLaboratory for Structural and Computational ProteomicsLaboratory for Structural and Computational ProteomicsLaboratory for Structural and Computational ProteomicsLaboratory of Basic Biology of Stem Cells (LABCET)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 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 during the initiation of the adipogenic differentiation process. Methods. hASC were isolated from adipose tissue of three donors and were then characterized and expanded. Cells were cultured for 24 hours in adipogenic differentiation medium followed by protein extraction. We used shotgun proteomics to compare the proteomic profile of 24 h-adipogenic, differentiated, and undifferentiated hASC. We also used our previous next-generation sequencing data (RNA-seq) of the total and polysomal mRNA fractions of hASC to study posttranscriptional regulation during the initial steps of adipogenesis. Results. We identified 3420 proteins out of 48,336 peptides, of which 92 proteins were exclusively identified in undifferentiated hASC and 53 proteins were exclusively found in 24 h-differentiated cells. Using a stringent criterion, we identified 33 differentially abundant proteins when comparing 24 h-differentiated and undifferentiated hASC (14 upregulated and 19 downregulated, respectively). Among the upregulated proteins, we shortlisted several adipogenesis-related proteins. A 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 beginning (24 hours) of the differentiation process in hASC, which advances the understanding of human adipogenesis and obesity. Adipogenic differentiation is finely regulated at the transcriptional, posttranscriptional, and posttranslational levels.http://dx.doi.org/10.1155/2021/3168428
spellingShingle Bernardo Bonilauri
Amanda C. Camillo-Andrade
Marlon D. M. Santos
Juliana de S. da G. Fischer
Paulo C. Carvalho
Bruno Dallagiovanna
Proteogenomic Analysis Reveals Proteins Involved in the First Step of Adipogenesis in Human Adipose-Derived Stem Cells
Stem Cells International
title Proteogenomic Analysis Reveals Proteins Involved in the First Step of Adipogenesis in Human Adipose-Derived Stem Cells
title_full Proteogenomic Analysis Reveals Proteins Involved in the First Step of Adipogenesis in Human Adipose-Derived Stem Cells
title_fullStr Proteogenomic Analysis Reveals Proteins Involved in the First Step of Adipogenesis in Human Adipose-Derived Stem Cells
title_full_unstemmed Proteogenomic Analysis Reveals Proteins Involved in the First Step of Adipogenesis in Human Adipose-Derived Stem Cells
title_short Proteogenomic Analysis Reveals Proteins Involved in the First Step of Adipogenesis in Human Adipose-Derived Stem Cells
title_sort proteogenomic analysis reveals proteins involved in the first step of adipogenesis in human adipose derived stem cells
url http://dx.doi.org/10.1155/2021/3168428
work_keys_str_mv AT bernardobonilauri proteogenomicanalysisrevealsproteinsinvolvedinthefirststepofadipogenesisinhumanadiposederivedstemcells
AT amandaccamilloandrade proteogenomicanalysisrevealsproteinsinvolvedinthefirststepofadipogenesisinhumanadiposederivedstemcells
AT marlondmsantos proteogenomicanalysisrevealsproteinsinvolvedinthefirststepofadipogenesisinhumanadiposederivedstemcells
AT julianadesdagfischer proteogenomicanalysisrevealsproteinsinvolvedinthefirststepofadipogenesisinhumanadiposederivedstemcells
AT pauloccarvalho proteogenomicanalysisrevealsproteinsinvolvedinthefirststepofadipogenesisinhumanadiposederivedstemcells
AT brunodallagiovanna proteogenomicanalysisrevealsproteinsinvolvedinthefirststepofadipogenesisinhumanadiposederivedstemcells