Detecting G protein-coupled receptor complexes in postmortem human brain with proximity ligation assay and a Bayesian classifier

Biotechniques. 2020 Mar;68(3):122-129. doi: 10.2144/btn-2019-0083. Epub 2019 Dec 20.

Abstract

Despite the controversy regarding the existence and physiological relevance of class A G protein-coupled receptor dimerization, there is substantial evidence for functional interactions between the dopamine D2 receptor (D2R) and the adenosine A2A receptor (A2AR). A2AR-D2R complexes have been detected in rodent brains by proximity ligation assay; however, their existence in the human brain has not been demonstrated. In this study, we used Brightfield proximity ligation assay, combined with a systematic sampling and a parameter-free naive Bayesian classifier, and demonstrated proximity between the D2R and the A2AR in the adult human ventral striatum, consistent with their colocalization within complexes and the possible existence of D2R-A2AR heteromers. These methods are applicable to the relative quantification of proximity of two proteins, as well as the expression levels of individual proteins.

Keywords: G protein-coupled receptor; adenosine; adenosine A2A receptor; dopamine; dopamine receptor type 2; machine learning; naive Bayesian classifier; proximity ligation assay.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Animals
  • Bayes Theorem
  • Brain Chemistry / physiology*
  • Humans
  • Machine Learning
  • Mice
  • Mice, Knockout
  • Microscopy, Fluorescence
  • Protein Interaction Mapping / methods*
  • Receptor, Adenosine A2A
  • Receptors, Dopamine D2
  • Receptors, G-Protein-Coupled / analysis*
  • Receptors, G-Protein-Coupled / genetics
  • Receptors, G-Protein-Coupled / metabolism*

Substances

  • Receptor, Adenosine A2A
  • Receptors, Dopamine D2
  • Receptors, G-Protein-Coupled