Evidence map›Paper›PMID 25754993›Full record

ArticleCurrent protocols in bioinformatics2015

Scoring Large-Scale Affinity Purification Mass Spectrometry Datasets with MiST.

Erik Verschueren, John Von Dollen, Peter Cimermancic, Natali Gulbahce, Andrej Sali, Nevan J Krogan

Abstract read
In one paragraph

Article in Current protocols in bioinformatics, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
47citing papers in PubMed, 1 pooled it
–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

47 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. A pooled image-based CRISPR screen identifies EAF1 as abioRxiv : the preprint server for biology · 2026
    Article
  3. Article
  4. Article
  5. Rapid Proteome-Wide Discovery of Protein-Protein Interactions With ppIRIS.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  6. The lactate sensor NDRG3 decelerates ER-to-Golgi transport through interaction with the long isoform of syntaxin-5.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Erik VerschuerenDepartment of Cellular & Molecular Pharmacology, University of California, San Francisco, San Francisco, California.
John Von DollenDepartment of Cellular & Molecular Pharmacology, University of California, San Francisco, San Francisco, California.
Peter CimermancicDepartment of Cellular & Molecular Pharmacology, University of California, San Francisco, San Francisco, California.
Natali GulbahceDepartment of Cellular & Molecular Pharmacology, University of California, San Francisco, San Francisco, California.
Andrej SaliDepartment of Bioengineering and Therapeutic Science, University of California, San Francisco, San Francisco, California.
Nevan J KroganDepartment of Cellular & Molecular Pharmacology, University of California, San Francisco, San Francisco, California.

Funding

Virology CoreP30AI027763 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI STEVEN Grant DEEKS · 1988 to 2026
$93.6M
X-ray Screening and Rapid Structure DeterminationP50GM082250 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI FRANKEL, ALAN D · 2007 to 2018
$48.8M
Virus CoreU19AI106754 · NIAID · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI ALBRECHT, RANDY A. · 2013 to 2017
$26.0M
Molecular Virology and Systems Biology Screening CoreP01AI090935 · NIAID · SANFORD BURNHAM PREBYS MEDICAL DISCOVERY INSTITUTE · PI YOUNG, JOHN A T · 2010 to 2014
$20.4M
Rewiring Therapeutic Cells: User-Controlled T Cells and Stem CellsP50GM081879 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI LIM, WENDELL A · 2010 to 2017
$19.0M
TR&D Project 4. The Imaging Stage: Multiscale Spatiotemporal Modeling of Macromolecular Systems in Cellular NeighborhoodsP41GM109824 · NIGMS · ROCKEFELLER UNIVERSITY · PI ROUT, MICHAEL P · 2014 to 2023
$18.8M
Unbiased Functional Characterization of Enterovirus-Host InteractionsP01AI091575 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI ANDINO, RAUL · 2011 to 2015
$10.5M
BMI Bioinformatics Training GrantsT32GM067547 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI HERNANDEZ, RYAN D. · 2003 to 2022
$6.6M
IMP: Software for Hybrid Determination of Macromolecular Assembly StructuresR01GM083960 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI SALI, ANDREJ · 2008 to 2024
$5.2M
Comparative Analysis of Genetic Interaction NetworksR01GM084279 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI IDEKER, TREY, KROGAN, NEVAN J · 2008 to 2017
$3.9M
Howard Hughes Medical InstituteNIAID NIH HHS P01 AI090935NIAID NIH HHS P01 AI091575NIAID NIH HHS P01 AI106754NIAID NIH HHS P30 AI027763NIAID NIH HHS U19 AI106754NIGMS NIH HHS P41 GM109824NIGMS NIH HHS P50 GM081879NIGMS NIH HHS P50 GM082250NIGMS NIH HHS R01 GM083960NIGMS NIH HHS R01 GM084279NIGMS NIH HHS T32 GM067547
6 · The paper itself

Abstract

High-throughput Affinity Purification Mass Spectrometry (AP-MS) experiments can identify a large number of protein interactions, but only a fraction of these interactions are biologically relevant. Here, we describe a comprehensive computational strategy to process raw AP-MS data, perform quality controls, and prioritize biologically relevant bait-prey pairs in a set of replicated AP-MS experiments with Mass spectrometry interaction STatistics (MiST). The MiST score is a linear combination of prey quantity (abundance), abundance invariability across repeated experiments (reproducibility), and prey uniqueness relative to other baits (specificity). We describe how to run the full MiST analysis pipeline in an R environment and discuss a number of configurable options that allow the lay user to convert any large-scale AP-MS data into an interpretable, biologically relevant protein-protein interaction network.

Indexed as

AlgorithmsDatabases, ProteinStatistics as TopicChromatography, AffinityGuidelines as TopicMass SpectrometryQuality Controlaffinity purification mass spectrometryinteraction networksprotein interactionsproteomicsscoring algorithms

Identifiers

PMID25754993
PMCPMC4378866

What OpenQuestion holds

Textmetadata
LicenceTDM
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.