Dataset Information

Integrated Transcriptome and Proteome Analyses Reveal the Regulatory Role of miR-146a in Human Limbal Epithelium via Notch Signaling.

ABSTRACT: MiR-146a is upregulated in the stem cell-enriched limbal region vs. central human cornea and can mediate corneal epithelial wound healing. The aim of this study was to identify miR-146a targets in human primary limbal epithelial cells (LECs) using genomic and proteomic analyses. RNA-seq combined with quantitative proteomics based on multiplexed isobaric tandem mass tag labeling was performed in LECs transfected with miR-146a mimic vs. mimic control. Western blot and immunostaining were used to confirm the expression of some targeted genes/proteins. A total of 251 differentially expressed mRNAs and 163 proteins were identified. We found that miR-146a regulates the expression of multiple genes in different pathways, such as the Notch system. In LECs and organ-cultured corneas, miR-146a increased Notch-1 expression possibly by downregulating its inhibitor Numb, but decreased Notch-2. Integrated transcriptome and proteome analyses revealed the regulatory role of miR-146a in several other processes, including anchoring junctions, TNF-?, Hedgehog signaling, adherens junctions, TGF-?, mTORC2, and epidermal growth factor receptor (EGFR) signaling, which mediate wound healing, inflammation, and stem cell maintenance and differentiation. Our results provide insights into the regulatory network of miR-146a and its role in fine-tuning of Notch-1 and Notch-2 expressions in limbal epithelium, which could be a balancing factor in stem cell maintenance and differentiation.

SUBMITTER: Poe AJ

PROVIDER: S-EPMC7650592 | biostudies-literature | 2020 Sep

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

Integrated Transcriptome and Proteome Analyses Reveal the Regulatory Role of miR-146a in Human Limbal Epithelium via Notch Signaling.

Poe Adam J AJ Kulkarni Mangesh M Leszczynska Aleksandra A Tang Jie J Shah Ruchi R Jami-Alahmadi Yasaman Y Wang Jason J Kramerov Andrei A AA Wohlschlegel James J Punj Vasu V Ljubimov Alexander V AV Saghizadeh Mehrnoosh M

Cells 20200926 10

MiR-146a is upregulated in the stem cell-enriched limbal region vs. central human cornea and can mediate corneal epithelial wound healing. The aim of this study was to identify miR-146a targets in human primary limbal epithelial cells (LECs) using genomic and proteomic analyses. RNA-seq combined with quantitative proteomics based on multiplexed isobaric tandem mass tag labeling was performed in LECs transfected with miR-146a mimic vs. mimic control. Western blot and immunostaining were used to c ...[more]

PMID: 32993109

Similar Datasets

Project description:Purpose: Most studies conducted towards understanding the differences among the adult sources of MSCs (BM-MSC and AD-MSC) and UC-MSCs have focused on their phenotypic properties which cannot provide an idea of the functional characteristics changing at the molecular level. Even NGS studies done before, each each study focuses on a different profiling methodology, which makes it difficult to establish a molecular equivalency among the various datasets. We undertake an integrative omics comparison between UC-MSC and two other popular sources of adult MSC (BM-MSC and AD-MSC), with the reasoning that a joint modeling of the changes occurring at the various functional levels will provide greater in-depth insight into the molecular heterogeneity related to different sources of MSCs. Methods: human Mesenchymal Stem Cell (MSC) mRNA cultured under basal conditions in Xeno-free media were subjected to deep sequencing. Three different MSC sourcers : adipose (AD-MSC), bone-marrow (BM-MSC) and Wharton-jelly umbilical cord (UC-MSC) were used and three donors from each tissues source along with three biological replicates for each donor were sequenced using the Illumina PE 150 platform. The sequence reads that passed quality filters Q30≥ 80% were analyzed using DESeq2. Results: Using an optimized data analysis workflow, we identified 24,804 transcripts among the three different sources of MSCs. Among these 2127 transcripts (~10%) were found to be differentially expressed among the three sources of MSC, with a\Log2FC| ≥2 and FDR <0.05. Hierarchical clustering of differentially expressed genes uncovered significant differences among the neonatal source (UC-MSC) and adult-MSCs (AD-MSC and BM-MSC). Altered gene expression profiles among the sources was also confirmed using a proteomics study of the same three sources of MSC with the same donors. Further, secretory immune-regulatory molecules which were confirmed to be differentially expressed among the MSC sources using the integrated transcriptomics-proteomics approach was validated using a Luminex cytokine profiling study. Conclusions: Our study represents the first detailed integrated analysis of differential gene expression profiling among source-specific human Mesenchymal Stem Cells using a multi-omics approach to validate the observed transcriptomic changes at both the translational as well as secretory levels. Our results offer a comhrehensive evaluation of the differences in immune signaling that exists among the different sourcrs of MSC based on their tissue of origina nd which subsequently plays a decisive role in determining the "regenrative siganture" of these MSCs based on the match between "immune-signature" and "disease type".

Project description:Epithelial cells and differentiated fiber cells represent distinct compartments in the ocular lens. While previous studies have revealed proteins that are preferentially expressed in epithelial vs. fiber cells, a comprehensive proteomics library comparing the molecular compositions of epithelial vs. fiber cells is essential for understanding lens formation, function, disease and regenerative potential, and for efficient differentiation of pluripotent stem cells for modeling of lens development and pathology in vitro. To compare protein compositions between the lens epithelium and fibers, we employed tandem mass spectrometry (2D-LC/MS) analysis of microdissected mouse P0.5 lenses. Functional classifications of the top 525 identified proteins into gene ontology categories by molecular processes and subcellular localizations, were adapted for the lens. Expression levels of both epithelial and fiber proteomes were compared with whole lens proteome and mRNA levels using E14.5, E16.5, E18.5, and P0.5 RNA-Seq data sets. During this developmental time window, multiple complex biosynthetic and catabolic processes generate the molecular and structural foundation for lens transparency. As expected, crystallins showed a high correlation between their mRNA and protein levels. Comprehensive data analysis confirmed and/or predicted roles for transcription factors (TFs), RNA-binding proteins (e.g. Carhsp1), translational apparatus including ribosomal heterogeneity and initiation factors, microtubules, cytoskeletal [e.g. non-muscle myosin IIA heavy chain (Myh9) and ?B2-spectrin (Sptbn2)] and membrane proteins in lens formation and maturation. Our data highlighted many proteins with unknown functions in the lens that were preferentially enriched in epithelium or fibers, setting the stage for future studies to further dissect the roles of these proteins in fiber cell differentiation vs. epithelial cell maintenance. In conclusion, the present proteomic datasets represent the first mouse lens epithelium and fiber cell proteomes, establish comparative analyses of protein and RNA-Seq data, and characterize the major proteome remodeling required to form the mature lens fiber cells.

Dataset Information

Integrated Transcriptome and Proteome Analyses Reveal the Regulatory Role of miR-146a in Human Limbal Epithelium via Notch Signaling.

Publications

Integrated Transcriptome and Proteome Analyses Reveal the Regulatory Role of miR-146a in Human Limbal Epithelium via Notch Signaling.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure