Exploring a diverse world of effector domains and amyloid signaling motifs in fungal NLR proteins

PLoS Comput Biol. 2022 Dec 21;18(12):e1010787. doi: 10.1371/journal.pcbi.1010787. eCollection 2022 Dec.

Abstract

NLR proteins are intracellular receptors constituting a conserved component of the innate immune system of cellular organisms. In fungi, NLRs are characterized by high diversity of architectures and presence of amyloid signaling. Here, we explore the diverse world of effector and signaling domains of fungal NLRs using state-of-the-art bioinformatic methods including MMseqs2 for fast clustering, probabilistic context-free grammars for sequence analysis, and AlphaFold2 deep neural networks for structure prediction. In addition to substantially improving the overall annotation, especially in basidiomycetes, the study identifies novel domains and reveals the structural similarity of MLKL-related HeLo- and Goodbye-like domains forming the most abundant superfamily of fungal NLR effectors. Moreover, compared to previous studies, we found several times more amyloid motif instances, including novel families, and validated aggregating and prion-forming properties of the most abundant of them in vitro and in vivo. Also, through an extensive in silico search, the NLR-associated amyloid signaling was identified in basidiomycetes. The emerging picture highlights similarities and differences in the NLR architectures and amyloid signaling in ascomycetes, basidiomycetes and other branches of life.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Amyloid* / chemistry
  • Amyloidogenic Proteins
  • Fungal Proteins* / metabolism
  • NLR Proteins / metabolism

Substances

  • Fungal Proteins
  • Amyloid
  • Amyloidogenic Proteins
  • NLR Proteins

Grants and funding

WD, MG-G were supported by the Narodowe Centrum Nauki (ncn.gov.pl) grant no. 2019/35/B/NZ2/03997. WD was also supported by the Wrocławskie Centrum Sieciowo-Komputerowe, Politechnika Wrocławska (wcss.pl), grant no. 98. NS was supported by the Narodowe Centrum Badań i Rozwoju (ncbr.gov.pl) project no. POWR.03.02.00-00-I003/16. VC, SJS were supported by the Agence Nationale de la Recherche (anr.fr) grant no. SFAS R-17-CE11-0035. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.