A combined proteomics and Mendelian randomization approach to investigate the effects of aspirin-targeted proteins on colorectal cancer

Author:

Nounu Aayah,Greenhough Alexander,Heesom Kate J,Richmond Rebecca C,Zheng Jie,Weinstein Stephanie J,Albanes Demetrius,Baron John A,Hopper John L,Figueiredo Jane C,Newcomb Polly A,Lindor Noralane M,Casey Graham,Platz Elizabeth A,Le Marchand Loïc,Ulrich Cornelia M,Li Christopher I,van Duijnhoven Fränzel JB,Gsur Andrea,Campbell Peter T,Moreno VíctorORCID,Vodicka Pavel,Vodickova Ludmila,Brenner Hermann,Chang-Claude Jenny,Hoffmeister Michael,Sakoda Lori C,Slattery Martha L,Schoen Robert E,Gunter Marc J,Castellví-Bel Sergi,Kim Hyeong Rok,Kweon Sun-Seog,Chan Andrew T,Li Li,Zheng WeiORCID,Bishop D Timothy,Buchanan Daniel DORCID,Giles Graham G,Gruber Stephen B,Rennert Gad,Stadler Zsofia K,Harrison Tabitha A,Lin Yi,Keku Temitope O,Woods Michael O,Schafmayer Clemens,Van Guelpen Bethany,Gallinger Steven J,Hampel Heather,Berndt Sonja I,Pharoah Paul D PORCID,Lindblom Annika,Wolk Alicja,Wu Anna H,White Emily,Peters Ulrike,Drew David A,Scherer Dominique,Bermejo Justo Lorenzo,Williams Ann C,Relton Caroline L

Abstract

AbstractBackgroundEvidence for aspirin’s chemopreventative properties on colorectal cancer (CRC) is substantial, but its mechanism of action is not well-understood. We combined a proteomic approach with Mendelian randomization (MR) to identify possible new aspirin targets that decrease CRC risk.MethodsHuman colorectal adenoma cells (RG/C2) were treated with aspirin (24 hours) and a stable isotope labelling with amino acids in cell culture (SILAC) based proteomics approach identified altered protein expression. Protein quantitative trait loci (pQTLs) from INTERVAL (N=3,301) and expression QTLs (eQTLs) from the eQTLGen Consortium (N=31,684) were used as genetic proxies for protein and mRNA expression levels. Two-sample MR of mRNA/protein expression on CRC risk was performed using eQTL/pQTL data combined with CRC genetic summary data from the Colon Cancer Family Registry (CCFR), Colorectal Transdisciplinary (CORECT), Genetics and Epidemiology of Colorectal Cancer (GECCO) consortia and UK Biobank (55,168 cases and 65,160 controls).ResultsAltered expression was detected for 125/5886 proteins. Of these, aspirin decreased MCM6, RRM2 and ARFIP2 expression and MR analysis showed that a standard deviation increase in mRNA/protein expression was associated with increased CRC risk (OR:1.08, 95% CI:1.03-1.13, OR:3.33, 95% CI:2.46-4.50 and OR:1.15, 95% CI:1.02-1.29, respectively).ConclusionMCM6 and RRM2 are involved in DNA repair whereby reduced expression may lead to increased DNA aberrations and ultimately cancer cell death, whereas ARFIP2 is involved in actin cytoskeletal regulation indicating a possible role in aspirin’s reduction of metastasis.ImpactOur approach has shown how laboratory experiments and population-based approaches can combine to identify aspirin-targeted proteins possibly affecting CRC risk.

Publisher

Cold Spring Harbor Laboratory

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