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Proteomic and phosphoproteomic comparison of human ES and iPS cells

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TLDR
Deep proteomic coverage of four human embryonic stem cell and four induced pluripotent stem cell lines in biological triplicate is reported and the Stem Cell–Omics Repository is introduced, a resource to collate and display quantitative information across multiple planes of measurement, including mRNA, protein and post-translational modifications.
Abstract
Combining high-mass-accuracy mass spectrometry, isobaric tagging and software for multiplexed, large-scale protein quantification, we report deep proteomic coverage of four human embryonic stem cell and four induced pluripotent stem cell lines in biological triplicate. This 24-sample comparison resulted in a very large set of identified proteins and phosphorylation sites in pluripotent cells. The statistical analysis afforded by our approach revealed subtle but reproducible differences in protein expression and protein phosphorylation between embryonic stem cells and induced pluripotent cells. Merging these results with RNA-seq analysis data, we found functionally related differences across each tier of regulation. We also introduce the Stem Cell-Omics Repository (SCOR), a resource to collate and display quantitative information across multiple planes of measurement, including mRNA, protein and post-translational modifications.

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Journal ArticleDOI

Proteome adaptation in cell reprogramming proceeds via distinct transcriptional networks

TL;DR: A quantitative mass spectrometry-based analysis is performed to probe in-depth dynamic proteome changes during somatic cell reprogramming and identifies post-transcriptionally regulated proteins involved in key steps during reprograming.
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NANOG Is Multiply Phosphorylated and Directly Modified by ERK2 and CDK1 In Vitro

TL;DR: Using MAKS, site-specific phosphorylation by ERK2 and CDK1/CyclinA2 is discovered, providing a putative link between key signaling pathways and NANOG.
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A combined approach for single-cell mRNA and intracellular protein expression analysis.

TL;DR: SPARC as discussed by the authors is an approach that combines single-cell RNA-sequencing with proximity extension essays to simultaneously measure global mRNA and 89 intracellular proteins in individual cells and demonstrate that mRNA and protein measurements in single cells provide different and complementary information regarding cell states.
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MOGSA: Integrative Single Sample Gene-set Analysis of Multiple Omics Data.

TL;DR: A new computation method termed multi-omics gene-set analysis (MOGSA), a multivariate single sample gene- set analysis method that integrates multiple experimental and molecular data types measured over the same set of samples is introduced.
Journal ArticleDOI

The human proteome - A scientific opportunity for transforming diagnostics, therapeutics, and healthcare

TL;DR: The main purpose of this workshop was to articulate ways in which the biomedical research community can capitalize on recent technology advances and synergize with ongoing efforts to advance the field of human proteomics.
References
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Journal ArticleDOI

Controlling the false discovery rate: a practical and powerful approach to multiple testing

TL;DR: In this paper, a different approach to problems of multiple significance testing is presented, which calls for controlling the expected proportion of falsely rejected hypotheses -the false discovery rate, which is equivalent to the FWER when all hypotheses are true but is smaller otherwise.
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Gene Ontology: tool for the unification of biology

TL;DR: The goal of the Gene Ontology Consortium is to produce a dynamic, controlled vocabulary that can be applied to all eukaryotes even as knowledge of gene and protein roles in cells is accumulating and changing.
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KEGG: Kyoto Encyclopedia of Genes and Genomes

TL;DR: The Kyoto Encyclopedia of Genes and Genomes (KEGG) as discussed by the authors is a knowledge base for systematic analysis of gene functions in terms of the networks of genes and molecules.
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Ultrafast and memory-efficient alignment of short DNA sequences to the human genome

TL;DR: Bowtie extends previous Burrows-Wheeler techniques with a novel quality-aware backtracking algorithm that permits mismatches and can be used simultaneously to achieve even greater alignment speeds.
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Induction of Pluripotent Stem Cells from Adult Human Fibroblasts by Defined Factors

TL;DR: It is demonstrated that iPS cells can be generated from adult human fibroblasts with the same four factors: Oct3/4, Sox2, Klf4, and c-Myc.
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