Best TWAS P=4.4e-21 · Best GWAS P=9.81e-22 conditioned to 1
# | Study | Tissue | Gene | h2 | eQTL R2 | model | # weights | model R2 | model R2 P | eQTL GWAS Z | TWAS Z | TWAS P | Top SNP corr | PP3 | PP4 | joint |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | CommonMind | Brain Pre-frontal Cortex | KLC3 | 0.21 | 0.12 | enet | 9 | 0.22 | 1.1e-26 | 5.61 | 5.3 | 1.0e-07 | 0.01 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | NAPA | 0.06 | 0.00 | bslmm | 381 | 0.01 | 7.2e-03 | -1.01 | 5.1 | 2.9e-07 | -0.01 | 0.06 | 0.04 | FALSE |
3 | GTEx | Artery Aorta | RP11-15A1.7 | 0.14 | 0.01 | enet | 27 | 0.01 | 6.8e-02 | 3.98 | -6.2 | 4.6e-10 | -0.47 | 0.07 | 0.45 | FALSE |
4 | GTEx | Artery Tibial | SNRPD2 | 0.11 | 0.01 | enet | 31 | 0.02 | 8.3e-03 | 4.86 | 6.9 | 5.6e-12 | 0.00 | 0.06 | 0.05 | TRUE |
5 | GTEx | Breast Mammary Tissue (Female) | PHLDB3 | 0.05 | -0.01 | lasso | 2 | -0.01 | 5.6e-01 | -2.36 | 6.9 | 5.8e-12 | 0.65 | 0.02 | 0.37 | FALSE |
6 | GTEx | Cells EBV-transformed lymphocytes | SAE1 | 0.21 | 0.09 | lasso | 3 | 0.07 | 2.0e-03 | 6.81 | 8.0 | 1.6e-15 | 0.06 | 0.14 | 0.19 | TRUE |
7 | GTEx | Cells Transformed fibroblasts | SMG9 | 0.33 | 0.26 | lasso | 6 | 0.29 | 1.2e-21 | 9.28 | 9.4 | 5.8e-21 | 0.96 | 0.03 | 0.97 | FALSE |
8 | GTEx | Esophagus Gastroesophageal Junction | AC084219.4 | 0.28 | 0.00 | enet | 16 | 0.04 | 1.4e-02 | -2.68 | -5.6 | 1.7e-08 | -0.45 | 0.05 | 0.36 | FALSE |
9 | GTEx | Esophagus Gastroesophageal Junction | ZNF224 | 0.28 | 0.00 | enet | 13 | 0.02 | 7.8e-02 | -2.68 | -6.0 | 2.5e-09 | -0.45 | 0.04 | 0.33 | FALSE |
10 | GTEx | Esophagus Mucosa | ERCC2 | 0.10 | 0.07 | lasso | 1 | 0.07 | 2.8e-05 | 5.64 | -5.6 | 1.7e-08 | -0.03 | 0.61 | 0.02 | FALSE |
11 | GTEx | Esophagus Muscularis | SMG9 | 0.15 | 0.00 | enet | 19 | 0.05 | 4.6e-04 | 9.38 | 5.5 | 3.1e-08 | 0.63 | 0.04 | 0.90 | FALSE |
12 | GTEx | Lung | SMG9 | 0.18 | 0.07 | lasso | 9 | 0.05 | 1.6e-04 | 9.34 | 8.2 | 1.9e-16 | 0.88 | 0.02 | 0.98 | FALSE |
13 | GTEx | Muscle Skeletal | SMG9 | 0.13 | 0.10 | enet | 8 | 0.10 | 1.1e-09 | 9.32 | 9.4 | 4.4e-21 | 0.97 | 0.02 | 0.98 | TRUE |
14 | GTEx | Nerve Tibial | SMG9 | 0.14 | 0.03 | lasso | 3 | 0.08 | 2.0e-06 | 9.32 | 7.8 | 7.1e-15 | 0.74 | 0.02 | 0.96 | FALSE |
15 | GTEx | Nerve Tibial | SYMPK | 0.15 | 0.05 | enet | 21 | 0.08 | 1.8e-06 | 4.96 | -5.3 | 1.4e-07 | -0.01 | 0.51 | 0.41 | FALSE |
16 | GTEx | Skin Sun Exposed Lower leg | DMPK | 0.13 | 0.08 | lasso | 3 | 0.07 | 2.5e-06 | -5.42 | -5.4 | 7.2e-08 | 0.06 | 0.93 | 0.06 | FALSE |
17 | GTEx | Skin Sun Exposed Lower leg | DMWD | 0.10 | 0.07 | lasso | 4 | 0.07 | 4.1e-06 | -5.42 | -6.1 | 8.1e-10 | 0.07 | 0.81 | 0.06 | FALSE |
18 | GTEx | Spleen | PPP5C | 0.33 | 0.44 | lasso | 1 | 0.43 | 1.8e-12 | -5.54 | 5.5 | 2.9e-08 | -0.10 | 0.00 | 1.00 | TRUE |
19 | GTEx | Testis | SMG9 | 0.34 | 0.26 | enet | 8 | 0.26 | 4.0e-12 | 9.36 | -9.4 | 4.5e-21 | -0.96 | 0.02 | 0.98 | FALSE |
20 | GTEx | Testis | SYMPK | 0.22 | 0.21 | lasso | 1 | 0.20 | 2.9e-09 | 5.82 | 5.8 | 5.7e-09 | -0.02 | 0.17 | 0.82 | FALSE |
21 | GTEx | Testis | DMWD | 0.19 | 0.15 | lasso | 3 | 0.13 | 2.7e-06 | -5.37 | -5.4 | 5.8e-08 | 0.06 | 0.72 | 0.08 | FALSE |
22 | GTEx | Thyroid | CCDC9 | 0.22 | 0.09 | lasso | 4 | 0.16 | 3.6e-12 | 3.92 | -5.8 | 8.0e-09 | -0.04 | 0.98 | 0.00 | TRUE |
23 | GTEx | Whole Blood | DMPK | 0.07 | 0.04 | lasso | 5 | 0.02 | 2.2e-03 | -5.37 | -5.7 | 1.6e-08 | 0.07 | 0.52 | 0.07 | FALSE |
24 | GTEx | Whole Blood | PPM1N | 0.06 | 0.00 | enet | 24 | 0.03 | 5.2e-04 | 2.23 | 6.5 | 8.3e-11 | 0.00 | 0.11 | 0.22 | FALSE |
25 | GTEx | Whole Blood | AC074212.6 | 0.07 | 0.04 | lasso | 3 | 0.02 | 4.2e-03 | -5.37 | -5.5 | 4.9e-08 | 0.06 | 0.47 | 0.12 | FALSE |
26 | METSIM | Adipose | PPP5C | 0.23 | 0.18 | lasso | 8 | 0.18 | 3.8e-26 | -5.54 | 5.3 | 1.3e-07 | -0.10 | 0.00 | 1.00 | FALSE |
27 | METSIM | Adipose | SAE1 | 0.12 | 0.04 | lasso | 5 | 0.07 | 1.7e-10 | 7.40 | 6.8 | 1.0e-11 | 0.07 | 0.89 | 0.11 | FALSE |
28 | METSIM | Adipose | SYMPK | 0.05 | 0.03 | lasso | 3 | 0.01 | 2.9e-03 | 5.58 | -5.7 | 1.3e-08 | 0.01 | 0.42 | 0.56 | FALSE |
29 | YFS | Blood | DMWD | 0.06 | 0.04 | enet | 19 | 0.05 | 3.8e-15 | -5.22 | -5.9 | 3.4e-09 | 0.03 | 0.95 | 0.05 | FALSE |
30 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | C19orf61 | 0.10 | 0.01 | blup | 62 | 0.05 | 3.5e-05 | 6.74 | 6.8 | 9.8e-12 | 0.53 | 0.01 | 0.81 | FALSE |
31 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C19orf61 | 0.02 | 0.02 | enet | 5 | 0.02 | 1.3e-04 | 9.34 | 9.2 | 2.3e-20 | 0.94 | 0.01 | 0.97 | FALSE |
32 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CALM3 | 0.08 | 0.04 | blup | 49 | 0.05 | 4.8e-10 | 5.43 | -5.3 | 1.2e-07 | 0.04 | 0.00 | 1.00 | TRUE |
33 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CKM | 0.03 | 0.03 | lasso | 2 | 0.03 | 2.1e-06 | 6.53 | -6.7 | 2.3e-11 | 0.02 | 0.02 | 0.98 | FALSE |
34 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MARK4 | 0.03 | 0.01 | lasso | 2 | 0.03 | 2.0e-06 | 5.61 | -5.9 | 2.9e-09 | -0.01 | 0.51 | 0.04 | FALSE |
35 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SYMPK | 0.03 | 0.02 | lasso | 2 | 0.02 | 3.5e-05 | -4.20 | -5.5 | 4.8e-08 | -0.03 | 0.03 | 0.73 | FALSE |
36 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMEM160 | 0.04 | 0.00 | blup | 26 | 0.01 | 2.3e-03 | 0.28 | 6.9 | 4.0e-12 | 0.01 | 0.00 | 0.24 | TRUE |
37 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CKM | 0.13 | 0.00 | blup | 38 | 0.05 | 2.2e-03 | -3.85 | -5.6 | 1.8e-08 | -0.02 | 0.01 | 0.37 | FALSE |
38 | The Cancer Genome Atlas | Colon Adenocarcinoma | CKM | 0.11 | 0.08 | blup | 38 | 0.07 | 1.1e-04 | 6.37 | -7.0 | 2.0e-12 | -0.01 | 0.02 | 0.95 | FALSE |
39 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C19orf61 | 0.04 | 0.04 | blup | 62 | 0.04 | 7.9e-06 | 9.38 | 9.4 | 7.8e-21 | 0.88 | 0.01 | 0.99 | FALSE |
40 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SYMPK | 0.07 | 0.04 | lasso | 2 | 0.03 | 9.4e-05 | 5.55 | -5.4 | 7.6e-08 | 0.04 | 0.00 | 0.99 | FALSE |
41 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C19orf61 | 0.06 | 0.06 | lasso | 4 | 0.05 | 9.3e-07 | 9.32 | 9.3 | 1.6e-20 | 0.96 | 0.02 | 0.98 | FALSE |
42 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CKM | 0.06 | 0.03 | blup | 39 | 0.06 | 5.2e-07 | 4.39 | -7.5 | 8.2e-14 | -0.02 | 0.04 | 0.96 | TRUE |
43 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DMPK | 0.06 | 0.00 | blup | 39 | 0.03 | 6.7e-04 | 5.82 | -5.9 | 3.7e-09 | 0.06 | 0.01 | 0.67 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | BLOC1S3 | 0.10 | 0.06 | lasso | 4 | 0.03 | 1.1e-02 | -4.24 | -5.6 | 1.7e-08 | -0.02 | 0.01 | 0.48 | TRUE |
45 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | CKM | 0.07 | 0.04 | blup | 38 | 0.04 | 3.9e-03 | 5.64 | -5.5 | 4.4e-08 | -0.03 | 0.03 | 0.45 | FALSE |
46 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C19orf61 | 0.04 | 0.01 | blup | 62 | 0.02 | 3.8e-03 | 9.32 | 7.0 | 1.8e-12 | 0.78 | 0.02 | 0.88 | FALSE |
47 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CKM | 0.05 | 0.04 | blup | 38 | 0.06 | 2.1e-07 | 6.64 | -6.7 | 1.7e-11 | 0.00 | 0.01 | 0.98 | FALSE |
48 | The Cancer Genome Atlas | Lung Adenocarcinoma | CKM | 0.06 | 0.02 | blup | 38 | 0.04 | 9.1e-06 | 6.53 | -7.0 | 3.2e-12 | -0.01 | 0.02 | 0.97 | FALSE |
49 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C19orf61 | 0.08 | 0.01 | blup | 62 | 0.05 | 1.3e-06 | 9.38 | 6.9 | 5.9e-12 | 0.70 | 0.01 | 0.92 | FALSE |
50 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | CKM | 0.10 | 0.02 | blup | 39 | 0.07 | 3.1e-05 | 5.64 | -5.8 | 5.9e-09 | -0.04 | 0.03 | 0.57 | FALSE |
51 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C19orf61 | 0.06 | 0.06 | lasso | 3 | 0.05 | 9.0e-06 | 9.34 | 9.2 | 5.4e-20 | 0.96 | 0.01 | 0.99 | FALSE |
52 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CKM | 0.03 | 0.01 | blup | 38 | 0.02 | 3.3e-03 | 6.64 | -6.4 | 1.2e-10 | 0.00 | 0.02 | 0.74 | FALSE |
53 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SYMPK | 0.09 | 0.06 | lasso | 3 | 0.05 | 8.7e-06 | 5.82 | -5.7 | 1.0e-08 | 0.01 | 0.00 | 1.00 | FALSE |
54 | The Cancer Genome Atlas | Thyroid Carcinoma | C19orf61 | 0.07 | 0.10 | lasso | 3 | 0.09 | 6.1e-09 | 9.23 | 9.2 | 2.2e-20 | 0.96 | 0.02 | 0.98 | FALSE |
55 | The Cancer Genome Atlas | Thyroid Carcinoma | CKM | 0.08 | 0.07 | blup | 38 | 0.09 | 1.2e-08 | 6.37 | -5.5 | 3.5e-08 | -0.02 | 0.08 | 0.92 | FALSE |
56 | The Cancer Genome Atlas | Thyroid Carcinoma | KLC3 | 0.06 | 0.05 | enet | 7 | 0.03 | 2.8e-04 | -3.27 | 5.4 | 7.1e-08 | 0.00 | 0.23 | 0.35 | FALSE |