Evidence map›Paper›PMID 39576693›Full record

ArticleGenomics, proteomics & bioinformatics2025

ProtPipe: A Multifunctional Data Analysis Pipeline for Proteomics and Peptidomics.

Ziyi Li, Cory A Weller, Syed Shah, Nicholas L Johnson, Ying Hao, Paige B Jarreau, Jessica Roberts, Deyaan Guha, Colleen Bereda, Sydney Klaisner and 14 more

Erratum issuedAbstract read
In one paragraph

Article in Genomics, proteomics & bioinformatics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

13 citing papers in PubMed.

  1. Article
  2. Review
  3. Endothelial Cell Proteins as Biomarkers in Susac Syndrome.Annals of clinical and translational neurology · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. TDP-43 pathology induces CD8bioRxiv : the preprint server for biology · 2025
    Article
  12. Article
  13. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

24 authors.

Ziyi LiCenter for Alzheimer's and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0002-5165-8772
Cory A WellerCenter for Alzheimer's and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0001-6965-5599
Syed ShahCenter for Alzheimer's and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0002-2094-3386
Nicholas L JohnsonCenter for Alzheimer's and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0009-0004-1464-5050
Ying HaoCenter for Alzheimer's and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0001-5053-4850
Paige B JarreauCenter for Alzheimer's and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0002-3963-2641
Jessica RobertsCenter for Alzheimer's and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0009-0001-4103-9222
Deyaan GuhaCenter for Alzheimer's and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0009-0004-1955-7818
Colleen BeredaCenter for Alzheimer's and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0002-9435-6141
Sydney KlaisnerCenter for Alzheimer's and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0009-0001-5033-0388
Pedro MachadoUCL Queen Square Motor Neuron Disease Centre, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, University College London, London, WC1N 3BG, UK.ORCID 0000-0002-8411-7972
Matteo ZanovelloUCL Queen Square Motor Neuron Disease Centre, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, University College London, London, WC1N 3BG, UK.ORCID 0000-0003-3343-1547
Mercedes PrudencioDepartment of Neuroscience, Mayo Clinic, Jacksonville, FL 32224, USA.ORCID 0000-0002-4894-4858
Björn OskarssonDepartment of Neuroscience, Mayo Clinic, Jacksonville, FL 32224, USA.ORCID 0000-0002-1725-9866
Nathan P StaffDepartment of Neurology, Mayo Clinic, Rochester, MN 55905, USA.ORCID 0000-0001-6760-3859
Dennis W DicksonDepartment of Neuroscience, Mayo Clinic, Jacksonville, FL 32224, USA.ORCID 0000-0001-7189-7917
Pietro FrattaUCL Queen Square Motor Neuron Disease Centre, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, University College London, London, WC1N 3BG, UK.ORCID 0000-0002-7554-1632
Leonard PetrucelliDepartment of Neuroscience, Mayo Clinic, Jacksonville, FL 32224, USA.ORCID 0000-0003-2959-129X
Priyanka NarayanGenetics and Biochemistry Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0002-9328-4959
Mark R CooksonCenter for Alzheimer's and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0002-1058-3831
Michael E WardCenter for Alzheimer's and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0002-5296-8051
Andrew B SingletonCenter for Alzheimer's and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0001-5606-700X
Mike A NallsCenter for Alzheimer's and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0003-0319-4325
Yue A QiCenter for Alzheimer's and Related Dementias (CARD), National Institute on Aging and National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD 20892, USA.ORCID 0000-0003-1914-8710

Funding

Harmonized Data-Derived Resources for the Alzheimer's Disease and Related Dementias CommunityZIAAG000534 · NIA · NATIONAL INSTITUTE ON AGING · PI COOKSON, MARK · 2019 to 2025
$85.1M
Human Biomarkers CoreU54NS123743 · NINDS · STANFORD UNIVERSITY · PI GITLER, AARON D. · 2021 to 2025
$8.2M
Stathmin-2 and TDP-43 neurodegeneration in Alzheimer’s and multi-etiology dementiasR01NS120992 · NINDS · MAYO CLINIC ROCHESTER · PI JOSEPHS, KEITH A, PRUDENCIO, MERCEDES · 2024 to 2025
$1.6M
Intramural NIH HHS ZIA AG000534NINDS NIH HHS R01 NS120992NINDS NIH HHS U54 NS123743
6 · The paper itself

Abstract

Mass spectrometry (MS) is a technique widely employed for the identification and characterization of proteins, with personalized medicine, systems biology, and biomedical applications. The application of MS-based proteomics advances our understanding of protein function, cellular signaling, and complex biological systems. MS data analysis is a critical process that includes identifying and quantifying proteins and peptides and then exploring their biological functions in downstream analyses. 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 with DIA-NN preinstalled. The pipeline facilitates data quality control, sample filtering, and normalization, ensuring robust and reliable downstream analyses. ProtPipe provides downstream analyses, including protein and peptide differential abundance identification, pathway enrichment analysis, protein-protein interaction analysis, and major histocompatibility complex (MHC)-peptide binding affinity analysis. ProtPipe generates annotated tables and visualizations by performing statistical post-processing and calculating fold changes between predefined pairwise conditions in an experimental design. It is an open-source, well-documented tool available at https://github.com/NIH-CARD/ProtPipe, with a user-friendly web interface.

Indexed as

PeptidesProteomicsSoftwareData AnalysisDatabases, ProteinHumansMass SpectrometryPeptidesData analysis pipelineImmunopeptidomicsMass spectrometryProteomicsProtPipe

Identifiers

PMID39576693
PMCPMC11842048

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.