Department of Dermatology, University of North Carolina, Chapel Hill, NC 27599, USA.
Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.
Curr Oncol. 2021 Nov 16;28(6):4756-4771. doi: 10.3390/curroncol28060401.
Genome-wide association studies (GWAS) and candidate pathway studies have identified low-penetrant genetic variants associated with cutaneous melanoma. We investigated the association of melanoma-risk variants with primary melanoma tumor prognostic characteristics and melanoma-specific survival. The Genes, Environment, and Melanoma Study enrolled 3285 European origin participants with incident invasive primary melanoma. For each of 47 melanoma-risk single nucleotide polymorphisms (SNPs), we used linear and logistic regression modeling to estimate, respectively, the per allele mean changes in log of Breslow thickness and odds ratios for presence of ulceration, mitoses, and tumor-infiltrating lymphocytes (TILs). We also used Cox proportional hazards regression modeling to estimate the per allele hazard ratios for melanoma-specific survival. Passing the false discovery threshold ( = 0.0026) were associations of rs12203592 and rs1485993 with log of Breslow thickness, and association of rs2242652 with presence of mitoses. rs12203592 also had nominal associations ( < 0.05) with presence of mitoses and melanoma-specific survival, as well as a borderline association ( = 0.07) with ulceration. rs1485993 also had a borderline association with presence of mitoses ( = 0.06). rs45430 had nominal associations with log of Breslow thickness, presence of mitoses, and melanoma-specific survival. Our study indicates that further research investigating the associations of these genetic variants with underlying biologic pathways related to tumor progression is warranted.
全基因组关联研究 (GWAS) 和候选途径研究已经确定了与皮肤黑色素瘤相关的低外显率遗传变异。我们研究了黑色素瘤风险变异与原发性黑色素瘤肿瘤预后特征和黑色素瘤特异性生存的关联。基因、环境和黑色素瘤研究纳入了 3285 名欧洲血统的新发侵袭性原发性黑色素瘤患者。对于 47 个黑色素瘤风险单核苷酸多态性 (SNP) 中的每一个,我们分别使用线性和逻辑回归模型来估计等位基因每增加一个时 Breslow 厚度的对数变化和溃疡、有丝分裂和肿瘤浸润淋巴细胞 (TIL) 存在的比值比。我们还使用 Cox 比例风险回归模型来估计黑色素瘤特异性生存的等位基因每增加一个时的风险比。通过假发现率阈值 ( = 0.0026) 的关联有 rs12203592 和 rs1485993 与 Breslow 厚度的对数,以及 rs2242652 与有丝分裂的存在。rs12203592 与有丝分裂的存在以及黑色素瘤特异性生存也有名义上的关联 ( < 0.05),与溃疡也有边缘关联 ( = 0.07)。rs1485993 与有丝分裂的存在也有边缘关联 ( = 0.06)。rs45430 与 Breslow 厚度的对数、有丝分裂的存在和黑色素瘤特异性生存有名义上的关联。我们的研究表明,需要进一步研究这些遗传变异与肿瘤进展相关的潜在生物学途径的关联。