Cited by 39Cell death mechanisms and regulationComputational Drug Discovery Methodsvaccines and immunoinformatics approaches

Genome-wide prediction and validation of peptides that bind human prosurvival Bcl-2 proteins

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DeBartolo, Joe, Taipale, Mikko, Keating, Amy E.·2014·PLoS Computational Biology

Abstract

Programmed cell death is regulated by interactions between pro-apoptotic and prosurvival members of the Bcl-2 family. Pro-apoptotic family members contain a weakly conserved BH3 motif that can adopt an alpha-helical structure and bind to a groove on prosurvival partners Bcl-xL, Bcl-w, Bcl-2, Mcl-1 and Bfl-1. Peptides corresponding to roughly 13 reported BH3 motifs have been verified to bind in this manner. Due to their short lengths and low sequence conservation, BH3 motifs are not detected using standard sequence-based bioinformatics approaches. Thus, it is possible that many additional proteins harbor BH3-like sequences that can mediate interactions with the Bcl-2 family. In this work, we used structure-based and data-based Bcl-2 interaction models to find new BH3-like peptides in the human proteome. We used peptide SPOT arrays to test candidate peptides for interaction with one or more of the prosurvival proteins Bcl-xL, Bcl-w, Bcl-2, Mcl-1 and Bfl-1. For the 36 most promising array candidates, we quantified binding to all five human receptors using direct and competition binding assays in solution. All 36 peptides showed evidence of interaction with at least one prosurvival protein, and 22 peptides bound at least one prosurvival protein with a dissociation constant between 1 and 500 nM; many peptides had specificity profiles not previously observed. We also screened the full-length parent proteins of a subset of array-tested peptides for binding to Bcl-xL and Mcl-1. Finally, we used the peptide binding data, in conjunction with previously reported interactions, to assess the affinity and specificity prediction performance of different models.

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References 51 · Cited by 39

Research works printed but not linked: 1

  1. [44]Denisov AY, Chen G, Sprules T, Moldoveanu T, Beauparlant P, et al (2006) Structural model of the BCL-w-BID peptide complex and its interactions with phospholipid micelles. Biochemistry 45: 2250– 2256. 16475813

Authors
DeBartolo, J., Taipale, M., & Keating, A. E.
Affiliations
Massachusetts Institute of Technology (US)
Corresponding author
Keating, Amy E.
Venue
PLoS Computational Biology
Published
2014-06-26
Volume
10
Issue
6
Pages
e1003693
ISSN
  • 1553-734X (ISSN-L)
  • 1553-7358
OpenAlex
W1994891218
Cited by
39
References
51
Citations by year
2026: 1 · 2025: 2 · 2024: 2 · 2023: 7 · 2022: 4 · 2021: 1 · 2020: 1 · 2019: 4 · 2018: 2 · 2017: 3 · 2016: 4 · 2015: 7 · 2014: 1
FWCI
2.05
Type
journal article
Language
en
Open access
Locations
  • PLoS Computational Biology (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • DSpace@MIT (Massachusetts Institute of Technology) (submittedVersion, cc-by-nc)
  • Figshare (submittedVersion, cc-by)
Funders
  • National Science Foundation (0821391)
  • American Cancer Society
  • Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology
  • National Institutes of Health (5r01gm084181-04, GM084181)
  • National Institute of General Medical Sciences (R01-GM084181, GM084181)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Cell death mechanisms and regulation
  • Physical Sciences › Computer Science › Computational Theory and Mathematics › Computational Drug Discovery Methods
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › vaccines and immunoinformatics approaches
Keywords
Bcl-2 family proteins, Bcl-xL, Mcl-1, Bcl-w, Bfl-1, Bcl-2, programmed cell death, apoptosis, protein-peptide interactions, binding affinity prediction, structure-based models, data-driven modeling
MeSH terms
Amino Acid Sequence, Humans, Models, Molecular, Molecular Sequence Data, Peptides, Reproducibility of Results, Sequence Alignment, Proto-Oncogene Proteins c-bcl-2, Genomics

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