BioinformaticsBioinformaticsPeer-reviewed journal article
Proteome-level assessment of origin, prevalence and function of Leucine-Aspartic Acid (LD) motifs
Tanvir AlamiD, Meshari AlazmiiD, Rayan NaseriD, Franceline Huser, Afaque A. MominiD, Veronica AstroiD, Seungbeom Hong, Katarzyna W. Walkiewicz, Christian G. CanlasiD, Raphaël HuseriD, Amal J. AliiD, Jasmeen S. MerzabaniD, Antonio AdamoiD, Mariusz JaremkoiD, Łukasz JaremkoiD, Vladimir B. BajićiD, Xin GaoiD, Stefan T. AroldiD
Abstract
Short Linear Motifs (SLiMs) contribute to almost every cellular function by connecting appropriate protein partners. Accurate prediction of SLiMs is difficult due to their shortness and sequence degeneracy. Leucine-aspartic acid (LD) motifs are SLiMs that link paxillin family proteins to factors controlling (cancer) cell adhesion, motility and survival. The existence and importance of LD motifs beyond the paxillin family is poorly understood. To enable a proteome-wide assessment of these motifs, we developed an active-learning based framework that iteratively integrates computational predictions with experimental validation. Our analysis of the human proteome identified a dozen proteins that contain LD motifs, all being involved in cell adhesion and migration, and revealed a new type of inverse LD motif consensus. Our evolutionary analysis suggested that LD motif signalling originated in the common unicellular ancestor of opisthokonts and amoebozoa by co-opting nuclear export sequences. Inter-species comparison revealed a conserved LD signalling core, and reveals the emergence of species-specific adaptive connections, while maintaining a strong functional focus of the LD motif interactome. Collectively, our data elucidate the mechanisms underlying the origin and adaptation of an ancestral SLiM.
- organism: human
- assay: proteomics
- research focus: cell type annotation
- approach: machine learning (classical)
- Citations
- 12
- FWCI
- 0.66
- Field percentile
- top 34%
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
- Compositional restrictions in the flanking regions give potential specificity and strength boost to binding in short linear motifs
Veronika Ács, András Hatos, … Lajos Kalmár·bioRxiv·May 13, 2024
- The evo-MOTiF pipeline and database for studying protein motif evolution in a structural context
Paul de Boissier, Nathanaël Zweig, Bianca Hermine Habermann·bioRxiv·Aug 29, 2022
- Adiposome Targeting and Enzymatic Activity of Lipid Droplet-Specific Proteins
- A quantitative intracellular peptide binding assay reveals recognition determinants and context dependence of short linear motifs
Mythili S. Subbanna, Matthew J. Winters, … Peter M. Pryciak·Journal of Biological ChemistryPeer-reviewed·Jan 24, 2025
- Reliable prediction of short linear motifs in the human proteome
Rita Pancsa, Erzsébet Fichó, … László Dobson·bioRxiv·Mar 31, 2026
- Lamellipodin tunes cell migration by stabilizing protrusions and promoting adhesion formation
G. Dimchev, B. Amiri, … K. Rottner·Journal of Cell SciencePeer-reviewed·Apr 9, 2020