Do GWAS-Identified Risk Variants for Chronic Lymphocytic Leukemia Influence Overall Patient Survival and Disease Progression?
Antonio José Cabrera-SerranoJosé Manuel Sánchez-MaldonadoRob Ter HorstAngelica MacaudaPaloma García-MartínYolanda BenaventeStefano LandiAlyssa Clay-GilmourYasmeen NiaziBlanca EspinetJuan José Rodríguez SevillaEva María PérezRossana MaffeiGonzalo BlancoMatteo GiaccheriniJames R CerhanRoberto MarascaMiguel Angel López-NevotTzu Chen-LiangHauke ThomsenIrene GámezDaniele CampaVictor MorenoSilvia de SanjoséRafael Marcos-GrageraMaría García-ÁlvarezTrinidad Dierssen-SotosAndrés JerezAleksandra ButrymAaron D NormanMario LuppiSusan L SlagerKari HemminkiYang LiSonja I BerndtDelphine CasabonneMiguel AlcocebaAnna PuiggrosMihai G NeteaAsta FörstiFrederico CanzianJuan SainzPublished in: International journal of molecular sciences (2023)
Chronic lymphocytic leukemia (CLL) is the most common leukemia among adults worldwide. Although genome-wide association studies (GWAS) have uncovered the germline genetic component underlying CLL susceptibility, the potential use of GWAS-identified risk variants to predict disease progression and patient survival remains unexplored. Here, we evaluated whether 41 GWAS-identified risk variants for CLL could influence overall survival (OS) and disease progression, defined as time to first treatment (TTFT) in a cohort of 1039 CLL cases ascertained through the CRuCIAL consortium. Although this is the largest study assessing the effect of GWAS-identified susceptibility variants for CLL on OS, we only found a weak association of ten single nucleotide polymorphisms (SNPs) with OS ( p < 0.05) that did not remain significant after correction for multiple testing. In line with these results, polygenic risk scores (PRSs) built with these SNPs in the CRuCIAL cohort showed a modest association with OS and a low capacity to predict patient survival, with an area under the receiver operating characteristic curve (AUROC) of 0.57. Similarly, seven SNPs were associated with TTFT ( p < 0.05); however, these did not reach the multiple testing significance threshold, and the meta-analysis with previous published data did not confirm any of the associations. As expected, PRSs built with these SNPs showed reduced accuracy in prediction of disease progression (AUROC = 0.62). These results suggest that susceptibility variants for CLL do not impact overall survival and disease progression in CLL patients.
Keyphrases
- chronic lymphocytic leukemia
- copy number
- genome wide
- genome wide association
- case report
- free survival
- ejection fraction
- end stage renal disease
- newly diagnosed
- gene expression
- randomized controlled trial
- peritoneal dialysis
- bone marrow
- meta analyses
- prognostic factors
- risk assessment
- acute myeloid leukemia
- big data