MassIVE Reanalysis - RMSV000000259.4

MassIVE.Quant-Reanalysis-Skyline-feature selection

Description

Dataset was processed and quantified with Skyline (3.5.0.9319). Details for data processing are described in Choi, et al., 2017 and Panorama Web (https://panoramaweb.org/iPRG-2015.url) for iProphet cut-off 0.15, excluding proteins with a single peptide hit. The MSstats report was exported for further analysis. The quantification result is the same as in RMSV000000249.1. The differential abundance analysis was performed by MSstats (v3.16.2) R package: Uninformative features and outliers were flagged by feature selection algorithm and removed for this reanalysis. Details for data processing and statistical analysis are available in description.pdf ('Methods' folder). **Publication : Tsai TH, Choi M, Banfai B, Liu Y, MacLean BX, Dunkley T, Vitek O. (2020). Selection of features with consistent proles improves relative protein quantification in mass spectrometry experiments. Molecular & Cellular Proteomics. 2020 March 31, 19(6) 944-959, doi:10.1074/mcp.RA119.001792. PMID: 32234965. [doi:10.25345/C5R42G]

[See results attachment job for details]

Keywords: MassIVE.quant reviewed - Platinum

Reanalyzed Datasets

Number of Files:
Total Size:
 
Experimental Design
    Conditions:
    Biological Replicates:
    Technical Replicates:
 
Identification Results
    Proteins (Human, Remapped):
    Proteins (Reported):
    Peptides:
    Variant Peptides:
    PSMs:
 
Quantification Results
    Differential Proteins:
    Quantified Proteins:
 
Browse Reanalysis Files
Browse Quantification Results Browse Metadata
 
FTP Download Link (click to copy):

Species

Instrument

Modifications
Number of distinct conditions analyzed in this reanalysis.

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

"N/A" means no results of this type were submitted.
Number of distinct biological replicates in this reanalysis.

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

"N/A" means no results of this type were submitted.
Number of distinct technical replicates in this reanalysis.

The technical replicate count is defined as the maximum number of times any one distinct combination of condition and biological replicate was analyzed in 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.

"N/A" means no results of this type were submitted.
Number of distinct protein accessions reported in this reanalysis.

"N/A" means no results of this type were submitted.
Number of distinct unmodified peptide sequences reported in this reanalysis.

"N/A" means no results of this type were submitted.
Number of distinct peptide sequences (including modified variants or peptidoforms) reported in this reanalysis.

"N/A" means no results of this type were submitted.
Total number of peptide-spectrum matches (i.e. spectrum identifications) reported in this reanalysis.

"N/A" means no results of this type were submitted.
Number of distinct proteins quantified in this reanalysis.

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

"N/A" means no results of this type were submitted.
Number of distinct proteins found to be differentially abundant in at least one comparison in this reanalysis.

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 reanalysis.

"N/A" means no results of this type were submitted.