Genetically proxied PCSK9 inhibition provides indication of lower prostate cancer risk: a Mendelian randomization study
Fang, S.; Yarmolinsky, J.; Gill, D.; Bull, C. J.; Perks, C. M.; Davey Smith, G.; Gaunt, T. R.; Richardson, T. G.
Show abstract
BackgroundProstate cancer (PrCa) is the second most prevalent malignancy in men worldwide. Observational studies have linked the use of low-density lipoprotein cholesterol (LDL-c) lowering therapies with reduced risk of PrCa, which may potentially be attributable to confounding factors. In this study, we performed a drug target Mendelian randomization (MR) analysis to evaluate the association of genetically proxied inhibition of LDL-c lowering drug targets on risk of PrCa. Methods and FindingsSingle-nucleotide polymorphisms (SNPs) in and around HMGCR, NPC1L1 and PCSK9 genes associated with LDL-c (P<5x10-8) from the Global Lipids Genetics Consortium genome-wide association study (GWAS) (N=173,082) were used to proxy the therapeutic inhibition of these targets. Association estimates for the risk of total, advanced and early-onset PrCa were obtained from the PRACTICAL consortium. Replication was performed using genetic instruments from an LDL-c GWAS conducted on male UK Biobank participants of European ancestry (N=201,678), as well as instruments selected based on liver-derived gene expression and circulation plasma levels of targets. We also investigated whether putative mediators may play a role in findings for traits previously implicated in PrCa risk (i.e., lipoprotein a (Lp(a)), body mass index (BMI) and testosterone). Applying MR using the inverse-variance weighted approach accounting for genetic correlations between instruments provided strong evidence supporting an effect of genetically proxied inhibition of PCSK9 (equivalent to a standard deviation (SD) reduction in LDL-c) on lower risk of total PrCa (odds ratio (OR)=0.84, 95% confidence interval (CI)=0.74 to 0.96, P=7.86x10-3) and early-onset PrCa OR=0.70, 95% CI=0.52 to 0.95, P=0.021. Analyses using male-stratified instruments provided consistent results. In contrast, there was little evidence of an association of genetically proxied HMGCR (OR=0.83, 95% CI=0.67 to 1.03, P=0.093) or NPC1L1 (OR=1.27, 95% CI=0.87 to 1.87, P=0.218) inhibition on PrCa risk. Secondary analyses supported a genetically proxied effect of liver-specific PCSK9 expression (OR=0.90, 95% CI=0.86 to 0.95, P=5.50x10-5) and circulating plasma levels of PCSK9 (OR=0.93 per SD reduction in PCSK9, 95% CI=0.87 to 0.997, P=0.04) on PrCa risk. Colocalization using eCAVIAR identified evidence (colocalization posterior probability=0.103) of a shared genetic variant (rs553741) between liver-derived PCSK9 expression and PrCa risk. Moreover, genetically proxied PCSK9 inhibition was strongly associated with Lp(a) levels (Beta= -0.07, 95% CI= -0.10 to -0.03, P=1.44x10-4), but not BMI or testosterone, indicating a putative mediatory role of Lp(a). ConclusionsOur study supports a strong association between genetically proxied inhibition of PCSK9 and a lower risk of total and early-onset PrCa. Further evidence from clinical studies is needed to confirm this finding as well as the putative mediatory role of Lp(a).
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The relationship between Lipoprotein A and other lipids with prostate cancer risk: A multivariable Mendelian randomisation study 96%
- Genetically-proxied therapeutic inhibition of antihypertensive drug targets and risk of common cancers 95%
- Phenotypic clustering reveals distinct subtypes of polycystic ovary syndrome with novel genetic associations 90%
Similar papers in this journal
- Identifying molecular mediators of the relationship between body mass index and endometrial cancer risk: a Mendelian randomization analysis 93%
- Genome-wide analysis of blood lipid metabolites in over 5,000 South Asians reveals biological insights at cardiometabolic disease loci 92%
- Risk of cancer in regular and low meat-eaters, fish-eaters, and vegetarians: a prospective analysis of UK Biobank participants 91%
Similar papers in this journal
- Validation of a Multi-ancestry Polygenic Risk Score and Age-Specific Risks of Prostate Cancer: A Meta-analysis Within Diverse Populations 94%
- Polygenic risk scores for the prediction of common cancers in East Asians: A population-based prospective cohort study 92%
- FOXP2 confers oncogenic effects in prostate cancer through activating MET signalling 91%
Similar papers in this journal
- Evaluating Approaches for Constructing Polygenic Risk Scores for Prostate Cancer in Men of African and European Ancestry 93%
- Cancer PRSweb - an Online Repository with Polygenic Risk Scores (PRS) for Major Cancer Traits and Their Phenome-wide Exploration in Two Independent Biobanks 92%
- Validation and context-dependent effects of a prostate cancer polygenic risk score in the All of Us Research Program 91%
Similar papers in this journal
- Free testosterone and malignant melanoma risk in men: prospective analyses of testosterone and SHBG with 19 cancers in men and postmenopausal women UK Biobank 93%
- Circulating insulin-like growth factor-I, total and free testosterone concentrations and prostate cancer risk in 200,000 men in UK Biobank 93%
- Circulating white blood cell traits and colorectal cancer risk: A Mendelian randomization study 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.