Nanoparticle enrichment mass-spectrometry proteomics identifies protein-altering variants for precise pQTL mapping.
Karsten SuhreGuhan Ram VenkataramanHarendra GuturuAnna HalamaNisha StephanGaurav TharejaHina SarwathKhatereh MotamedchabokiMargaret K R DonovanAsim SiddiquiSerafim BatzoglouFrank SchmidtPublished in: Nature communications (2024)
Proteogenomics studies generate hypotheses on protein function and provide genetic evidence for drug target prioritization. Most previous work has been conducted using affinity-based proteomics approaches. These technologies face challenges, such as uncertainty regarding target identity, non-specific binding, and handling of variants that affect epitope affinity binding. Mass spectrometry-based proteomics can overcome some of these challenges. Here we report a pQTL study using the Proteographâ„¢ Product Suite workflow (Seer, Inc.) where we quantify over 18,000 unique peptides from nearly 3000 proteins in more than 320 blood samples from a multi-ethnic cohort in a bottom-up, peptide-centric, mass spectrometry-based proteomics approach. We identify 184 protein-altering variants in 137 genes that are significantly associated with their corresponding variant peptides, confirming target specificity of co-associated affinity binders, identifying putatively causal cis-encoded proteins and providing experimental evidence for their presence in blood, including proteins that may be inaccessible to affinity-based proteomics.
Keyphrases
- mass spectrometry
- capillary electrophoresis
- liquid chromatography
- high resolution
- copy number
- gas chromatography
- high performance liquid chromatography
- genome wide
- amino acid
- binding protein
- protein protein
- label free
- gene expression
- emergency department
- small molecule
- electronic health record
- case control
- solid phase extraction