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. 2022 Aug 10;51(D1):D1160–D1167. doi: 10.1093/nar/gkac677

Table 2.

Summary of the significant associations of risk factors and circulating biomarkers with cancer survival via Mendelian randomization analysis

Significant associations with overall survival Significant associations with cancer-specific survival
Cancer type No. of SNPs Lambda SNPsa Locia Phenotypesb Genesc CpG sitesc Lambda SNPsa Locia Phenotypesb Genesc CpG sitesc
Bladder cancer 8 326 282 1.03 34 23 12 710 4692 1.03 134 38 13 737 5017
Brain cancer 8 390 743 1.12 108 39 4 847 5514 1.12 98 38 4 877 5574
Breast cancer 8 338 638 1.01 99 15 11 705 4681 1.01 29 12 14 677 4731
Colorectal cancer 8 334 629 1.01 7 5 5 692 4425 1.01 10 7 15 689 4301
Corpus Uteri 8 360 934 1.01 161 35 7 629 4774 0.98 138 31 8 708 4700
Esophagus cancer 8 296 714 1.07 47 36 9 717 5034 1.07 36 31 7 729 5198
Gastric cancer 8 283 963 1.06 177 50 11 743 4953 1.07 270 54 12 716 5117
Lung cancer 8 355 227 1.01 24 4 12 677 4518 1.01 13 9 13 666 4678
Lymphoid Leukaemia 8 425 952 0.97 98 57 12 757 5208 0.84 271 36 15 792 5142
Multiple Myeloma 8 258 091 1.07 73 39 12 680 4861 1.05 104 41 13 710 5041
Oral and pharynx cancer 8 272 464 1.05 99 30 9 762 4802 0.99 80 39 13 760 4819
Ovarian cancer 8 351 777 1.07 138 48 11 713 4978 1.06 90 46 6 671 4856
Pancreatic cancer 8 299 001 1.07 29 22 9 700 4746 1.06 86 26 10 678 4512
Prostate cancer 8 333 069 1.01 15 11 13 703 4559 1.00 29 9 18 719 4415
Renal cancer 8 376 852 1.03 32 17 11 754 5007 1.03 91 24 6 728 4712
Skin Melanoma 8 339 443 0.99 55 22 14 668 4350 0.96 60 25 16 679 4635
Thyroid cancer 8 308 306 0.77 13 7 23 721 4977 0.37 0 0 12 451 2491

a P-value for Cox regression model ≤ 1 × 10–6.

b P-value for IVW analysis ≤0.05, P-value for egger intercept >0.05, and P-value for heterogeneity >0.05.

c P-value for SMR analysis ≤0.05 and P-value for HEIDI >0.05.

Note: SNP, single nucleotide polymorphism; IVW, inverse‐variance weighted; SMR, summary-data-based Mendelian randomization.