MassIVE MSV000079937

Imported Reanalysis Dataset Public PXD001064

Quantitative variability of 342 plasma proteins in a human twin population

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Description

The human plasma proteome is clinically highly significant and has been studied extensively because it is thought that its molecular makeup provides a window into the health state of an individual. However, neither the quantitative variability of the plasma proteome nor the origins of the variation are known. To determine the relative contributions of heritability, environmental and longitudinal factors to plasma proteome variability we systematically decomposed the biological variance of 1904 peptides defining 342 unique plasma protein profiles from 232 plasma samples that were collected with 2-7 year intervals from monozygotic (MZ) and dizygotic (DZ) twins. The data were collected via SWATH mass spectrometry (SWATH-MS), an emerging technology characterized by high degree of reproducibility and quantitative accuracy. The data indicate abundance variability is an important feature for different proteins among population, that the abundances of about 20% of plasma protein are considerably heritable, and that the degrees of genetic control and aging effects vary across specific biological processes. Moreover, we identified 13 cis- SNPs significantly influencing the abundance level of specific plasma proteins. These results substantially extend the understanding of the impact of heritability on the human proteomic dynamics and therefore have implications for the effective design of plasma-based biomarker studies. [dataset license: CC0 1.0 Universal (CC0 1.0)]

Keywords: Human ; Plasma ; SWATH MS

Contact

Principal Investigators:
(in alphabetical order) 		Dr Ruedi Aebersold
Submitting User: ccms

Publications

Liu Y, Buil A, Collins BC, Gillet LC, Blum LC, Cheng LY, Vitek O, Mouritsen J, Lachance G, Spector TD, Dermitzakis ET, Aebersold R.
Quantitative variability of 342 plasma proteins in a human twin population.
Mol. Syst. Biol. 2015 Jan;11(1):786. Epub 2015 Feb 4.

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Number of distinct conditions across all analyses (original submission and reanalyses) associated with this dataset.

Distinct condition labels are counted across all files submitted in the "Metadata" category having a "Condition" column in this dataset.

"N/A" means no results of this type were submitted.
Number of distinct biological replicates across all analyses (original submission and reanalyses) associated with this dataset.

Distinct replicate labels are counted across all files submitted in the "Metadata" category having a "BioReplicate" or "Replicate" column in this dataset.

"N/A" means no results of this type were submitted.
Number of distinct technical replicates across all analyses (original submission and reanalyses) associated with this dataset.

The technical replicate count is defined as the maximum number of times any one distinct combination of condition and biological replicate was analyzed across all files submitted in the "Metadata" category. In the case of fractionated experiments, only the first fraction is considered.

"N/A" means no results of this type were submitted.
Originally identified proteins that were automatically remapped by MassIVE to proteins in the SwissProt human reference database.

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Number of distinct protein accessions reported across all analyses (original submission and reanalyses) associated with this dataset.

"N/A" means no results of this type were submitted.
Number of distinct unmodified peptide sequences reported across all analyses (original submission and reanalyses) associated with this dataset.

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Number of distinct peptide sequences (including modified variants or peptidoforms) reported across all analyses (original submission and reanalyses) associated with this dataset.

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Total number of peptide-spectrum matches (i.e. spectrum identifications) reported across all analyses (original submission and reanalyses) associated with this dataset.

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Number of distinct proteins quantified across all analyses (original submission and reanalyses) associated with this dataset.

Distinct protein accessions are counted across all files submitted in the "Statistical Analysis of Quantified Analytes" category having a "Protein" column in this dataset.

"N/A" means no results of this type were submitted.
Number of distinct proteins found to be differentially abundant in at least one comparison across all analyses (original submission and reanalyses) associated with this dataset.

A protein is differentially abundant if its change in abundance across conditions is found to be statistically significant with an adjusted p-value <= 0.05 and lists no issues associated with statistical tests for differential abundance.

Distinct protein accessions are counted across all files submitted in the "Statistical Analysis of Quantified Analytes" category having a "Protein" column in this dataset.

"N/A" means no results of this type were submitted.
This dataset may not contain all raw spectra data as originally deposited in PRIDE. It has been imported to MassIVE for reanalysis purposes, so its spectra data here may consist solely of processed peak lists suitable for reanalysis with most software.