mimicDetector: a pipeline for protein motif mimicry detection in host-pathogen systems
Abstract
MotivationMolecular mimicry is a widespread strategy used by pathogens to evade the host immune system and manipulate other host cellular processes. Detecting these events--where pathogen proteins resemble host molecules--is challenging due to limitations in the sensitivity, specificity, and scalability of current bioinformatics tools. The challenges are pronounced when identifying subtle similarities in short protein fragments. ResultsWe present mimicDetector, an optimized bioinformatic pipeline for systematically identifying protein-level molecular mimicry between pathogens and their hosts. mimicDetector builds on existing k-mer-based approaches with three key improvements: (i) improved sensitivity for short-sequence alignments using the PAM30 substitution matrix and tuned BLASTP parameters; (ii) a revised k-mer filtering strategy based on bitscore differences rather than percent identity; (iii) the removal of overly conservative homologue exclusion steps. Applied to 17 globally important pathogens, mimicDetector identified a broad and biologically plausible set of mimicry candidates, including helminth proteins mimicking components of the human complement system and a Leishmania infantum mimic of Reticulon-4, a regulator of immune cell recruitment. Availability and implementationmimicDetector is freely available at https://github.com/Kayleerich/mimicDetector/, implemented in Python, and compatible with Unix-based systems.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- mimicINT: a workflow for microbe-host protein interaction inference
Sébastien A. Choteau, Kevin Maldonado, … Andreas Zanzoni·F1000ResearchPeer-reviewed·Jan 27, 2025
- Identification of potential molecular mimicry in pathogen-host interactions
K. D. Rich, S. Srivastava, … J. D. Wasmuth·bioRxiv·Jun 14, 2023
- Epitopedia: identifying molecular mimicry between pathogens and known immune epitopes
Christian A. Balbin, Janelle Nunez-Castilla, … Jessica Siltberg-Liberles·ImmunoInformaticsPeer-reviewed·Jan 27, 2023
- A Structural Proteome Screen Identifies Protein Mimicry in Host-Microbe Systems
Gabriel Penunuri, Pingting Wang, … Shelbi L. Russell·bioRxiv·Apr 10, 2024
- Investigating the eukaryotic host-like SLiMs in microbial mimitopes and their potential as novel drug targets for treating autoimmune diseases
Anjali Garg, Neelja Singhal, Manish Kumar·Frontiers in MicrobiologyPeer-reviewed·Nov 4, 2022
- AlphaFold models of host-pathogen interactions elucidate the prevalence and structural modes of molecular mimicry
Delora Baptista, Lidia Gomez-Lucas, … Pedro Beltrão·bioRxiv·Jun 4, 2025