Literature DB >> 31599029

MotifAnalyzer-PDZ: A computational program to investigate the evolution of PDZ-binding target specificity.

Jordan Valgardson1,2, Robin Cosbey1, Paul Houser1, Milo Rupp1, Raiden Van Bronkhorst1, Michael Lee1, Filip Jagodzinski1, Jeanine F Amacher2.   

Abstract

Recognition of short linear motifs (SLiMs) or peptides by proteins is an important component of many cellular processes. However, due to limited and degenerate binding motifs, prediction of cellular targets is challenging. In addition, many of these interactions are transient and of relatively low affinity. Here, we focus on one of the largest families of SLiM-binding domains in the human proteome, the PDZ domain. These domains bind the extreme C-terminus of target proteins, and are involved in many signaling and trafficking pathways. To predict endogenous targets of PDZ domains, we developed MotifAnalyzer-PDZ, a program that filters and compares all motif-satisfying sequences in any publicly available proteome. This approach enables us to determine possible PDZ binding targets in humans and other organisms. Using this program, we predicted and biochemically tested novel human PDZ targets by looking for strong sequence conservation in evolution. We also identified three C-terminal sequences in choanoflagellates that bind a choanoflagellate PDZ domain, the Monsiga brevicollis SHANK1 PDZ domain (mbSHANK1), with endogenously-relevant affinities, despite a lack of conservation with the targets of a homologous human PDZ domain, SHANK1. All three are predicted to be signaling proteins, with strong sequence homology to cytosolic and receptor tyrosine kinases. Finally, we analyzed and compared the positional amino acid enrichments in PDZ motif-satisfying sequences from over a dozen organisms. Overall, MotifAnalyzer-PDZ is a versatile program to investigate potential PDZ interactions. This proof-of-concept work is poised to enable similar types of analyses for other SLiM-binding domains (e.g., MotifAnalyzer-Kinase). MotifAnalyzer-PDZ is available at http://motifAnalyzerPDZ.cs.wwu.edu.
© 2019 The Protein Society.

Entities:  

Keywords:  PDZ domains; bioinformatics; evolution; interaction prediction methods; peptide-binding domains; protein-protein interactions; sequence conservation

Mesh:

Substances:

Year:  2019        PMID: 31599029      PMCID: PMC6863708          DOI: 10.1002/pro.3741

Source DB:  PubMed          Journal:  Protein Sci        ISSN: 0961-8368            Impact factor:   6.725


  112 in total

1.  PDZ domain binding selectivity is optimized across the mouse proteome.

Authors:  Michael A Stiffler; Jiunn R Chen; Viara P Grantcharova; Ying Lei; Daniel Fuchs; John E Allen; Lioudmila A Zaslavskaia; Gavin MacBeath
Journal:  Science       Date:  2007-07-20       Impact factor: 47.728

2.  Interaction of the RhoA exchange factor Net1 with discs large homolog 1 protects it from proteasome-mediated degradation and potentiates Net1 activity.

Authors:  Heather S Carr; Chunlin Cai; Kari Keinänen; Jeffrey A Frost
Journal:  J Biol Chem       Date:  2009-07-08       Impact factor: 5.157

3.  Rapid evolution of functional complexity in a domain family.

Authors:  Andreas Ernst; Stephen L Sazinsky; Shirley Hui; Bridget Currell; Moyez Dharsee; Somasekar Seshagiri; Gary D Bader; Sachdev S Sidhu
Journal:  Sci Signal       Date:  2009-09-08       Impact factor: 8.192

4.  Evolution of domain-peptide interactions to coadapt specificity and affinity to functional diversity.

Authors:  Abdellali Kelil; Emmanuel D Levy; Stephen W Michnick
Journal:  Proc Natl Acad Sci U S A       Date:  2016-06-17       Impact factor: 11.205

5.  Tamalin, a PDZ domain-containing protein, links a protein complex formation of group 1 metabotropic glutamate receptors and the guanine nucleotide exchange factor cytohesins.

Authors:  Jun Kitano; Kouji Kimura; Yoshimitsu Yamazaki; Takeshi Soda; Ryuichi Shigemoto; Yoshiaki Nakajima; Shigetada Nakanishi
Journal:  J Neurosci       Date:  2002-02-15       Impact factor: 6.167

6.  Identification of a small-molecule inhibitor of the PICK1 PDZ domain that inhibits hippocampal LTP and LTD.

Authors:  Thor S Thorsen; Kenneth L Madsen; Nelson Rebola; Mette Rathje; Victor Anggono; Anders Bach; Irina S Moreira; Nicolai Stuhr-Hansen; Tino Dyhring; Dan Peters; Thijs Beuming; Richard Huganir; Harel Weinstein; Christophe Mulle; Kristian Strømgaard; Lars Christian B Rønn; Ulrik Gether
Journal:  Proc Natl Acad Sci U S A       Date:  2009-12-14       Impact factor: 11.205

7.  Proteome scanning to predict PDZ domain interactions using support vector machines.

Authors:  Shirley Hui; Gary D Bader
Journal:  BMC Bioinformatics       Date:  2010-10-12       Impact factor: 3.169

8.  Large-Scale Screening of Preferred Interactions of Human Src Homology-3 (SH3) Domains Using Native Target Proteins as Affinity Ligands.

Authors:  Arunas Kazlauskas; Constanze Schmotz; Tapio Kesti; Jussi Hepojoki; Iivari Kleino; Tomonori Kaneko; Shawn S C Li; Kalle Saksela
Journal:  Mol Cell Proteomics       Date:  2016-07-20       Impact factor: 5.911

9.  The relative binding affinities of PDZ partners for CFTR: a biochemical basis for efficient endocytic recycling.

Authors:  Patrick R Cushing; Abigail Fellows; Daniel Villone; Prisca Boisguérin; Dean R Madden
Journal:  Biochemistry       Date:  2008-08-29       Impact factor: 3.162

Review 10.  Viral Interactions with PDZ Domain-Containing Proteins-An Oncogenic Trait?

Authors:  Claire D James; Sally Roberts
Journal:  Pathogens       Date:  2016-01-18
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  5 in total

1.  MotifAnalyzer-PDZ: A computational program to investigate the evolution of PDZ-binding target specificity.

Authors:  Jordan Valgardson; Robin Cosbey; Paul Houser; Milo Rupp; Raiden Van Bronkhorst; Michael Lee; Filip Jagodzinski; Jeanine F Amacher
Journal:  Protein Sci       Date:  2019-11-01       Impact factor: 6.725

2.  Structural characterization and computational analysis of PDZ domains in Monosiga brevicollis.

Authors:  Melody Gao; Iain G P Mackley; Samaneh Mesbahi-Vasey; Haley A Bamonte; Sarah A Struyvenberg; Louisa Landolt; Nick J Pederson; Lucy I Williams; Christopher D Bahl; Lionel Brooks; Jeanine F Amacher
Journal:  Protein Sci       Date:  2020-09-25       Impact factor: 6.725

Review 3.  Peptide Targeting of PDZ-Dependent Interactions as Pharmacological Intervention in Immune-Related Diseases.

Authors:  Luis H Gutiérrez-González; Selma Rivas-Fuentes; Silvia Guzmán-Beltrán; Angélica Flores-Flores; Jorge Rosas-García; Teresa Santos-Mendoza
Journal:  Molecules       Date:  2021-10-21       Impact factor: 4.411

4.  A systematic study of traditional Chinese medicine treating hepatitis B virus-related hepatocellular carcinoma based on target-driven reverse network pharmacology.

Authors:  Xiaofeng Yin; Jinchuan Li; Zheng Hao; Rui Ding; Yanan Qiao
Journal:  Front Cell Infect Microbiol       Date:  2022-08-15       Impact factor: 6.073

Review 5.  Specificity in PDZ-peptide interaction networks: Computational analysis and review.

Authors:  Jeanine F Amacher; Lionel Brooks; Thomas H Hampton; Dean R Madden
Journal:  J Struct Biol X       Date:  2020-03-07
  5 in total

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