Literature DB >> 34499502

Multiomics Method Enabled by Sequential Metabolomics and Proteomics for Human Pluripotent Stem-Cell-Derived Cardiomyocytes.

Elizabeth F Bayne1, Aaron D Simmons2, David S Roberts1, Yanlong Zhu3,4, Timothy J Aballo3,5, Benjamin Wancewicz3, Sean P Palecek2, Ying Ge1,3,4.   

Abstract

Human pluripotent stem-cell-derived cardiomyocytes (hPSC-CMs) show immense promise for patient-specific disease modeling, cardiotoxicity screening, and regenerative therapy development. However, thus far, hPSC-CMs in culture have not recapitulated the structural or functional properties of adult CMs in vivo. To gain global insight into hPSC-CM biology, we established a multiomics method for analyzing the hPSC-CM metabolome and proteome from the same cell culture, creating multidimensional profiles of hPSC-CMs. Specifically, we developed a sequential extraction to capture metabolites and proteins from the same hPSC-CM monolayer cultures and analyzed these extracts using high-resolution mass spectrometry. Using this method, we annotated 205 metabolites/lipids and 4319 proteins from 106 cells with high reproducibility. We further integrated the proteome and metabolome measurements to create network profiles of molecular phenotypes for hPSC-CMs. Out of 310 pathways identified using metabolomics and proteomics, 40 pathways were considered significantly overrepresented (false-discovery-rate-corrected p ≤ 0.05). Highly populated pathways included those involved in protein synthesis (ribosome, spliceosome), ATP generation (oxidative phosphorylation), and cardiac muscle contraction. This multiomics method achieves a deep coverage of metabolites and proteins, creating a multidimensional view of the hPSC-CM phenotype, which provides a strong technological foundation to advance the understanding of hPSC-CM biology. Raw data are available in the MassIVE repository with identifier MSV000088010.

Entities:  

Keywords:  FTICR MS; Multiomics; bottom-up proteomics; cell culture extraction; stem-cell-derived cardiomyocytes; timsTOF Pro; untargeted metabolomics

Mesh:

Year:  2021        PMID: 34499502      PMCID: PMC8714023          DOI: 10.1021/acs.jproteome.1c00611

Source DB:  PubMed          Journal:  J Proteome Res        ISSN: 1535-3893            Impact factor:   5.370


  47 in total

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Authors:  Da Wei Huang; Brad T Sherman; Richard A Lempicki
Journal:  Nat Protoc       Date:  2009       Impact factor: 13.491

2.  Extraction parameters for metabolomics from cultured cells.

Authors:  Zheng Ser; Xiaojing Liu; Ngoc Nu Tang; Jason W Locasale
Journal:  Anal Biochem       Date:  2015-01-19       Impact factor: 3.365

3.  Directed cardiomyocyte differentiation from human pluripotent stem cells by modulating Wnt/β-catenin signaling under fully defined conditions.

Authors:  Xiaojun Lian; Jianhua Zhang; Samira M Azarin; Kexian Zhu; Laurie B Hazeltine; Xiaoping Bao; Cheston Hsiao; Timothy J Kamp; Sean P Palecek
Journal:  Nat Protoc       Date:  2012-12-20       Impact factor: 13.491

4.  High-Throughput Proteomics Enabled by a Photocleavable Surfactant.

Authors:  Kyle A Brown; Trisha Tucholski; Christian Eken; Samantha Knott; Yanlong Zhu; Song Jin; Ying Ge
Journal:  Angew Chem Int Ed Engl       Date:  2020-03-24       Impact factor: 15.336

5.  METLIN: A Technology Platform for Identifying Knowns and Unknowns.

Authors:  Carlos Guijas; J Rafael Montenegro-Burke; Xavier Domingo-Almenara; Amelia Palermo; Benedikt Warth; Gerrit Hermann; Gunda Koellensperger; Tao Huan; Winnie Uritboonthai; Aries E Aisporna; Dennis W Wolan; Mary E Spilker; H Paul Benton; Gary Siuzdak
Journal:  Anal Chem       Date:  2018-02-09       Impact factor: 6.986

Review 6.  The extracellular matrix: Tools and insights for the "omics" era.

Authors:  Alexandra Naba; Karl R Clauser; Huiming Ding; Charles A Whittaker; Steven A Carr; Richard O Hynes
Journal:  Matrix Biol       Date:  2015-07-08       Impact factor: 11.583

Review 7.  Systems biology in cardiovascular disease: a multiomics approach.

Authors:  Abhishek Joshi; Marieke Rienks; Konstantinos Theofilatos; Manuel Mayr
Journal:  Nat Rev Cardiol       Date:  2020-12-18       Impact factor: 32.419

8.  BioVenn - a web application for the comparison and visualization of biological lists using area-proportional Venn diagrams.

Authors:  Tim Hulsen; Jacob de Vlieg; Wynand Alkema
Journal:  BMC Genomics       Date:  2008-10-16       Impact factor: 3.969

Review 9.  Concise Review: Measuring Physiological Responses of Human Pluripotent Stem Cell Derived Cardiomyocytes to Drugs and Disease.

Authors:  Berend J van Meer; Leon G J Tertoolen; Christine L Mummery
Journal:  Stem Cells       Date:  2016-06-30       Impact factor: 6.277

10.  MetaboAnalyst 4.0: towards more transparent and integrative metabolomics analysis.

Authors:  Jasmine Chong; Othman Soufan; Carin Li; Iurie Caraus; Shuzhao Li; Guillaume Bourque; David S Wishart; Jianguo Xia
Journal:  Nucleic Acids Res       Date:  2018-07-02       Impact factor: 16.971

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