The genetic regulation of protein expression in cerebrospinal fluid

EMBO Mol Med. 2023 Jan 11;15(1):e16359. doi: 10.15252/emmm.202216359. Epub 2022 Dec 12.

Abstract

Studies of the genetic regulation of cerebrospinal fluid (CSF) proteins may reveal pathways for treatment of neurological diseases. 398 proteins in CSF were measured in 1,591 participants from the BioFINDER study. Protein quantitative trait loci (pQTL) were identified as associations between genetic variants and proteins, with 176 pQTLs for 145 CSF proteins (P < 1.25 × 10-10 , 117 cis-pQTLs and 59 trans-pQTLs). Ventricular volume (measured with brain magnetic resonance imaging) was a confounder for several pQTLs. pQTLs for CSF and plasma proteins were overall correlated, but CSF-specific pQTLs were also observed. Mendelian randomization analyses suggested causal roles for several proteins, for example, ApoE, CD33, and GRN in Alzheimer's disease, MMP-10 in preclinical Alzheimer's disease, SIGLEC9 in amyotrophic lateral sclerosis, and CD38, GPNMB, and ADAM15 in Parkinson's disease. CSF levels of GRN, MMP-10, and GPNMB were altered in Alzheimer's disease, preclinical Alzheimer's disease, and Parkinson's disease, respectively. These findings point to pathways to be explored for novel therapies. The novel finding that ventricular volume confounded pQTLs has implications for design of future studies of the genetic regulation of the CSF proteome.

Keywords: Mendelian randomization; biomarkers; cerebrospinal fluid; genetic regulation; pQTL.

Publication types

  • Research Support, Non-U.S. Gov't
  • Research Support, N.I.H., Extramural

MeSH terms

  • ADAM Proteins / genetics
  • Alzheimer Disease* / cerebrospinal fluid
  • Alzheimer Disease* / genetics
  • Antigens, CD
  • Biomarkers / cerebrospinal fluid
  • Humans
  • Matrix Metalloproteinase 10 / genetics
  • Membrane Glycoproteins / genetics
  • Membrane Proteins / genetics
  • Parkinson Disease* / genetics
  • Proteomics
  • Quantitative Trait Loci
  • Sialic Acid Binding Immunoglobulin-like Lectins / genetics

Substances

  • Matrix Metalloproteinase 10
  • Biomarkers
  • SIGLEC9 protein, human
  • Antigens, CD
  • Sialic Acid Binding Immunoglobulin-like Lectins
  • ADAM15 protein, human
  • Membrane Proteins
  • ADAM Proteins
  • GPNMB protein, human
  • Membrane Glycoproteins