PXD047657 is an
original dataset announced via ProteomeXchange.
Dataset Summary
Title | ProtPipe: A Multifunctional Data Analysis Pipeline for Proteomics and Peptidomics |
Description | Mass spectrometry (MS) is a technique widely employed for the identification and characterization of proteins, personalized medicine, systems biology and biomedical applications. By combining MS with different proteomics approaches such as immunopurification MS, immunopeptidomics, and total protein proteomics, researchers can gain insights into protein-protein interactions, immune responses, cellular processes, and disease mechanisms. The application of MS-based proteomics in these areas continues to advance our understanding of protein function, cellular signaling, and complex biological systems. Data analysis for mass spectrometry is a critical process that includes identifying and quantifying proteins and peptides and exploring biological functions for these proteins in downstream analysis. To address the complexities associated with MS data analysis, we developed ProtPipe to streamline and automate the processing and analysis of high-throughput proteomics and peptidomics datasets. The pipeline facilitates data quality control, sample filtering, and normalization, ensuring robust and reliable downstream analysis. ProtPipe provides downstream analysis including identifying differential abundance proteins and peptides, pathway enrichment analysis, protein-protein interaction analysis, and MHC1-peptide binding affinity. ProtPipe generates annotated tables and diagnostic visualizations from statistical postprocessing and computation of fold-changes across pairwise conditions, predefined in an experimental design. ProtPipe is well-documented open-source software and is available at https://github.com/NIH-CARD/ProtPipe, accompanied by a web interface. |
HostingRepository | PRIDE |
AnnounceDate | 2024-09-03 |
AnnouncementXML | Submission_2024-09-03_15:28:59.684.xml |
DigitalObjectIdentifier | |
ReviewLevel | Peer-reviewed dataset |
DatasetOrigin | Original dataset |
RepositorySupport | Unsupported dataset by repository |
PrimarySubmitter | Ziyi Li |
SpeciesList | scientific name: Homo sapiens (Human); NCBI TaxID: 9606; |
ModificationList | monohydroxylated residue; iodoacetamide derivatized residue |
Instrument | LTQ Orbitrap |
Dataset History
Revision | Datetime | Status | ChangeLog Entry |
0 | 2023-12-08 08:26:57 | ID requested | |
⏵ 1 | 2024-09-03 15:29:12 | announced | |
2 | 2024-10-22 06:57:37 | announced | 2024-10-22: Updated project metadata. |
Publication List
Li Z, Weller CA, Shah S, Johnson N, Hao Y, Roberts J, Bereda C, Klaisner S, Machado P, Fratta P, Petrucelli L, Prudencio M, Oskarsson B, Staff NP, Dickson DW, Cookson MR, Ward ME, Singleton AB, Nalls MA, Qi YA, ProtPipe: A Multifunctional Data Analysis Pipeline for Proteomics and Peptidomics. bioRxiv, ():(2023) [pubmed] |
10.1101/2023.12.12.571327; |
Keyword List
submitter keyword: Human, pipline, MS |
Contact List
Andy Qi |
contact affiliation | Center for Alzheimer’s Disease and Related Dementias (CARD) National Institute on Aging (NIA) National Institutes of Health (NIH) |
contact email | andy.qi@nih.gov |
lab head | |
Ziyi Li |
contact affiliation | NIH |
contact email | liz36@nih.gov |
dataset submitter | |
Full Dataset Link List
Dataset FTP location
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PRIDE project URI |
Repository Record List
[ + ]
[ - ]
- PRIDE
- PXD047657
- Label: PRIDE project
- Name: ProtPipe: A Multifunctional Data Analysis Pipeline for Proteomics and Peptidomics