Human-Soybean Allergies: Elucidation of the Seed Proteome and Comprehensive Protein-Protein Interaction Prediction

J Proteome Res. 2021 Nov 5;20(11):4925-4947. doi: 10.1021/acs.jproteome.1c00138. Epub 2021 Sep 28.

Abstract

The soybean crop, Glycine max (L.) Merr., is consumed by humans, Homo sapiens, worldwide. While the respective bodies of literature and -omics data for each of these organisms are extensive, comparatively few studies investigate the molecular biological processes occurring between the two. We are interested in elucidating the network of protein-protein interactions (PPIs) involved in human-soybean allergies. To this end, we leverage state-of-the-art sequence-based PPI predictors amenable to predicting the enormous comprehensive interactome between human and soybean. A network-based analytical approach is proposed, leveraging similar interaction profiles to identify candidate allergens and proteins involved in the allergy response. Interestingly, the predicted interactome can be explored from two complementary perspectives: which soybean proteins are predicted to interact with specific human proteins and which human proteins are predicted to interact with specific soybean proteins. A total of eight proteins (six specific to the human proteome and two to the soy proteome) have been identified and supported by the literature to be involved in human health, specifically related to immunological and neurological pathways. This study, beyond generating the most comprehensive human-soybean interactome to date, elucidated a soybean seed interactome and identified several proteins putatively consequential to human health.

Keywords: PIPE4; computational biology; human allergies; mass spectrometry; protein−protein interactions; seed proteome; soybean.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Glycine max* / genetics
  • Glycine max* / metabolism
  • Humans
  • Hypersensitivity*
  • Proteome / genetics
  • Proteome / metabolism
  • Seeds / metabolism
  • Soybean Proteins / analysis

Substances

  • Proteome
  • Soybean Proteins