Best TWAS P=1.28e-17 · Best GWAS P=2.36e-32 conditioned to NaN
# | 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 | CCDC157 | 0.04 | 0.05 | lasso | 3 | 0.04 | 6.3e-06 | 6.7 | 6.2 | 7.1e-10 | 0.03 | 0.38 | 0.60 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | LIMK2 | 0.06 | 0.08 | enet | 7 | 0.07 | 1.2e-08 | -5.6 | 5.6 | 1.9e-08 | 0.02 | 0.08 | 0.92 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | RNF215 | 0.03 | 0.00 | blup | 442 | 0.00 | 1.9e-01 | -2.4 | -6.8 | 1.4e-11 | -0.07 | 0.12 | 0.05 | FALSE |
4 | GTEx | Adipose Subcutaneous | KREMEN1 | 0.19 | 0.13 | enet | 22 | 0.13 | 9.2e-11 | -3.9 | -5.6 | 2.6e-08 | 0.16 | 1.00 | 0.00 | FALSE |
5 | GTEx | Adipose Visceral Omentum | RP1-130H16.16 | 0.23 | 0.22 | lasso | 7 | 0.19 | 3.1e-10 | 6.7 | -6.1 | 9.1e-10 | -0.01 | 0.48 | 0.52 | FALSE |
6 | GTEx | Adrenal Gland | RP1-130H16.16 | 0.21 | 0.03 | enet | 11 | 0.10 | 2.1e-04 | 6.7 | -6.8 | 1.2e-11 | -0.04 | 0.16 | 0.21 | FALSE |
7 | GTEx | Artery Aorta | RP1-130H16.16 | 0.23 | 0.24 | lasso | 7 | 0.23 | 4.6e-13 | 6.3 | -6.4 | 1.7e-10 | -0.01 | 0.93 | 0.07 | TRUE |
8 | GTEx | Artery Coronary | RP1-130H16.16 | 0.28 | 0.00 | lasso | 13 | 0.04 | 1.5e-02 | 6.7 | -6.3 | 3.8e-10 | -0.01 | 0.08 | 0.34 | FALSE |
9 | GTEx | Artery Tibial | THOC5 | 0.61 | 0.61 | enet | 53 | 0.69 | 1.0e-74 | 5.0 | -6.3 | 3.5e-10 | 0.10 | 1.00 | 0.00 | TRUE |
10 | GTEx | Artery Tibial | RP1-130H16.16 | 0.12 | 0.11 | enet | 19 | 0.12 | 2.0e-09 | 6.7 | -5.3 | 1.4e-07 | -0.05 | 0.89 | 0.11 | FALSE |
11 | GTEx | Brain Frontal Cortex BA9 | RP1-130H16.16 | 0.20 | 0.12 | lasso | 10 | 0.15 | 8.4e-05 | 6.3 | -5.8 | 7.1e-09 | -0.03 | 0.03 | 0.92 | FALSE |
12 | GTEx | Breast Mammary Tissue | RP1-130H16.16 | 0.14 | 0.05 | lasso | 6 | 0.07 | 1.5e-04 | 6.8 | -6.1 | 1.3e-09 | 0.00 | 0.27 | 0.71 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | RP1-130H16.16 | 0.25 | 0.22 | enet | 31 | 0.21 | 1.0e-15 | 6.7 | -6.1 | 8.8e-10 | 0.00 | 0.91 | 0.09 | FALSE |
14 | GTEx | Colon Sigmoid | RP1-130H16.16 | 0.27 | 0.25 | lasso | 17 | 0.24 | 5.1e-09 | 6.7 | -6.2 | 5.2e-10 | -0.02 | 0.86 | 0.13 | FALSE |
15 | GTEx | Colon Transverse | RP1-130H16.16 | 0.28 | 0.20 | lasso | 6 | 0.20 | 1.1e-09 | 6.7 | -6.2 | 6.9e-10 | -0.02 | 0.92 | 0.08 | FALSE |
16 | GTEx | Esophagus Gastroesophageal Junction | THOC5 | 0.60 | 0.58 | enet | 28 | 0.57 | 1.6e-24 | 5.0 | -5.2 | 1.9e-07 | 0.03 | 1.00 | 0.00 | FALSE |
17 | GTEx | Esophagus Mucosa | SFI1 | 0.13 | 0.11 | lasso | 6 | 0.10 | 3.9e-07 | -5.6 | 6.0 | 2.4e-09 | 0.03 | 0.04 | 0.96 | FALSE |
18 | GTEx | Esophagus Mucosa | RP1-130H16.16 | 0.11 | 0.13 | enet | 26 | 0.13 | 9.3e-09 | 6.7 | -6.5 | 7.7e-11 | -0.02 | 0.28 | 0.71 | FALSE |
19 | GTEx | Esophagus Mucosa | MTFP1 | 0.10 | 0.00 | lasso | 6 | 0.01 | 1.3e-01 | 6.3 | 5.9 | 3.1e-09 | 0.03 | 0.17 | 0.17 | TRUE |
20 | GTEx | Esophagus Muscularis | SFI1 | 0.22 | 0.13 | enet | 20 | 0.15 | 3.7e-09 | -6.0 | 5.7 | 9.2e-09 | 0.00 | 0.01 | 0.99 | FALSE |
21 | GTEx | Esophagus Muscularis | RP1-130H16.16 | 0.20 | 0.14 | lasso | 4 | 0.14 | 1.5e-08 | 6.3 | -5.8 | 5.9e-09 | 0.00 | 0.91 | 0.09 | FALSE |
22 | GTEx | Heart Atrial Appendage | RNF215 | 0.46 | 0.46 | lasso | 6 | 0.43 | 4.2e-21 | 6.3 | 6.3 | 2.9e-10 | 0.02 | 0.93 | 0.07 | FALSE |
23 | GTEx | Heart Atrial Appendage | CCDC157 | 0.38 | 0.29 | lasso | 7 | 0.31 | 1.2e-14 | 6.7 | 6.6 | 3.3e-11 | 0.02 | 0.92 | 0.08 | FALSE |
24 | GTEx | Heart Left Ventricle | RNF215 | 0.21 | 0.26 | enet | 11 | 0.24 | 4.3e-13 | 6.3 | 6.4 | 1.6e-10 | 0.02 | 0.93 | 0.07 | FALSE |
25 | GTEx | Heart Left Ventricle | CCDC157 | 0.10 | 0.02 | lasso | 3 | 0.03 | 7.9e-03 | 5.8 | 6.2 | 5.5e-10 | -0.01 | 0.06 | 0.89 | FALSE |
26 | GTEx | Lung | RP1-130H16.16 | 0.08 | 0.08 | enet | 13 | 0.08 | 1.9e-06 | 6.3 | -6.6 | 3.2e-11 | -0.01 | 0.64 | 0.30 | FALSE |
27 | GTEx | Muscle Skeletal | SFI1 | 0.13 | 0.09 | enet | 22 | 0.10 | 1.7e-10 | 4.2 | 6.0 | 1.9e-09 | -0.01 | 0.35 | 0.65 | FALSE |
28 | GTEx | Muscle Skeletal | RP1-130H16.16 | 0.07 | 0.04 | lasso | 3 | 0.03 | 4.7e-04 | 5.8 | -6.5 | 8.1e-11 | -0.05 | 0.23 | 0.53 | FALSE |
29 | GTEx | Nerve Tibial | RNF215 | 0.08 | 0.07 | lasso | 2 | 0.06 | 9.3e-05 | 6.8 | -6.8 | 1.4e-11 | -0.02 | 0.33 | 0.62 | FALSE |
30 | GTEx | Nerve Tibial | GATSL3 | 0.10 | 0.04 | lasso | 9 | 0.03 | 1.8e-03 | 6.7 | -6.6 | 5.4e-11 | -0.01 | 0.29 | 0.68 | FALSE |
31 | GTEx | Nerve Tibial | RP1-130H16.16 | 0.19 | 0.16 | enet | 24 | 0.17 | 2.4e-12 | 6.7 | -5.2 | 2.2e-07 | 0.00 | 0.92 | 0.08 | FALSE |
32 | GTEx | Ovary | THOC5 | 0.59 | 0.40 | lasso | 11 | 0.48 | 1.6e-13 | 5.0 | -5.1 | 2.8e-07 | 0.01 | 0.97 | 0.00 | FALSE |
33 | GTEx | Pancreas | CCDC157 | 0.14 | 0.06 | lasso | 3 | 0.07 | 8.7e-04 | 6.7 | -5.5 | 3.4e-08 | -0.03 | 0.28 | 0.13 | TRUE |
34 | GTEx | Pancreas | RP1-130H16.16 | 0.16 | 0.13 | lasso | 7 | 0.11 | 2.3e-05 | 6.7 | -6.8 | 1.3e-11 | -0.02 | 0.58 | 0.27 | FALSE |
35 | GTEx | Prostate | RP1-130H16.16 | 0.24 | 0.01 | lasso | 7 | 0.02 | 8.2e-02 | 7.7 | -7.4 | 1.6e-13 | 0.05 | 0.02 | 0.80 | TRUE |
36 | GTEx | Skin Not Sun Exposed Suprapubic | SFI1 | 0.12 | 0.00 | enet | 12 | 0.05 | 1.4e-03 | -6.1 | 5.4 | 5.4e-08 | 0.00 | 0.05 | 0.86 | FALSE |
37 | GTEx | Skin Not Sun Exposed Suprapubic | RP1-130H16.16 | 0.16 | 0.13 | enet | 24 | 0.14 | 3.0e-08 | 6.3 | -5.6 | 2.5e-08 | 0.01 | 0.91 | 0.09 | FALSE |
38 | GTEx | Skin Sun Exposed Lower leg | CCDC117 | 0.07 | 0.03 | enet | 11 | 0.03 | 2.8e-03 | -3.8 | 5.8 | 5.1e-09 | -0.37 | 0.13 | 0.44 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | CCDC157 | 0.15 | 0.06 | lasso | 3 | 0.04 | 5.0e-04 | 6.3 | -6.3 | 3.7e-10 | -0.02 | 0.53 | 0.19 | FALSE |
40 | GTEx | Skin Sun Exposed Lower leg | RP1-130H16.16 | 0.13 | 0.10 | lasso | 2 | 0.08 | 1.8e-07 | 6.3 | -6.4 | 2.1e-10 | -0.01 | 0.82 | 0.18 | FALSE |
41 | GTEx | Small Intestine Terminal Ileum | THOC5 | 0.34 | 0.09 | enet | 35 | 0.17 | 1.2e-04 | 5.0 | -5.9 | 3.5e-09 | 0.05 | 0.20 | 0.07 | FALSE |
42 | GTEx | Spleen | CCDC157 | 0.25 | 0.01 | lasso | 14 | 0.02 | 8.6e-02 | 6.8 | -5.6 | 1.9e-08 | 0.01 | 0.08 | 0.40 | FALSE |
43 | GTEx | Spleen | RP1-130H16.16 | 0.35 | 0.27 | lasso | 3 | 0.25 | 4.9e-07 | 6.7 | -6.8 | 1.3e-11 | -0.01 | 0.41 | 0.47 | FALSE |
44 | GTEx | Stomach | CCDC157 | 0.21 | 0.02 | lasso | 5 | 0.03 | 9.2e-03 | 6.3 | -5.7 | 1.1e-08 | -0.07 | 0.12 | 0.62 | TRUE |
45 | GTEx | Stomach | RP1-130H16.16 | 0.16 | 0.12 | lasso | 7 | 0.07 | 2.9e-04 | 6.8 | -7.0 | 3.4e-12 | -0.02 | 0.08 | 0.91 | FALSE |
46 | GTEx | Testis | CCDC157 | 0.47 | 0.22 | lasso | 11 | 0.29 | 1.8e-13 | 7.7 | 6.6 | 3.6e-11 | 0.03 | 0.01 | 0.99 | FALSE |
47 | GTEx | Testis | GATSL3 | 0.13 | 0.09 | lasso | 3 | 0.16 | 1.8e-07 | 6.5 | -6.0 | 2.2e-09 | 0.01 | 0.03 | 0.86 | TRUE |
48 | GTEx | Testis | RP1-130H16.16 | 0.25 | 0.17 | lasso | 4 | 0.20 | 3.3e-09 | 7.7 | 7.5 | 7.1e-14 | 0.02 | 0.00 | 1.00 | TRUE |
49 | GTEx | Thyroid | LIMK2 | 0.06 | 0.05 | lasso | 2 | 0.04 | 4.7e-04 | -5.1 | 5.2 | 2.2e-07 | 0.04 | 0.18 | 0.70 | FALSE |
50 | GTEx | Thyroid | SFI1 | 0.12 | 0.10 | lasso | 12 | 0.11 | 1.4e-08 | -6.1 | 5.6 | 1.8e-08 | 0.02 | 0.02 | 0.98 | FALSE |
51 | GTEx | Thyroid | RP1-130H16.16 | 0.19 | 0.18 | lasso | 7 | 0.19 | 8.8e-15 | 6.3 | -6.8 | 1.5e-11 | -0.01 | 0.89 | 0.11 | FALSE |
52 | GTEx | Whole Blood | PISD | 0.06 | 0.04 | enet | 16 | 0.05 | 2.9e-05 | -4.3 | 5.3 | 9.7e-08 | -0.02 | 0.30 | 0.51 | FALSE |
53 | METSIM | Adipose | CHEK2 | 0.05 | 0.04 | bslmm | 319 | 0.04 | 1.0e-06 | 4.9 | -7.5 | 8.0e-14 | 0.27 | 0.97 | 0.01 | TRUE |
54 | METSIM | Adipose | RNF185 | 0.10 | 0.07 | lasso | 12 | 0.07 | 3.3e-10 | -5.6 | -6.0 | 1.9e-09 | -0.01 | 0.10 | 0.90 | FALSE |
55 | YFS | Blood | CHEK2 | 0.02 | 0.02 | lasso | 1 | 0.02 | 1.3e-06 | 5.1 | 5.1 | 2.8e-07 | -0.18 | 1.00 | 0.00 | FALSE |
56 | YFS | Blood | LIMK2 | 0.04 | 0.04 | enet | 9 | 0.06 | 3.6e-18 | -4.2 | -5.4 | 6.1e-08 | -0.02 | 0.12 | 0.88 | FALSE |
57 | YFS | Blood | PIK3IP1 | 0.14 | 0.21 | enet | 25 | 0.21 | 5.6e-67 | -5.6 | 5.4 | 7.3e-08 | 0.02 | 0.09 | 0.91 | FALSE |
58 | YFS | Blood | RNF185 | 0.04 | 0.03 | lasso | 4 | 0.03 | 2.8e-09 | -6.0 | -6.3 | 3.6e-10 | 0.00 | 0.01 | 0.99 | TRUE |
59 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | SELM | 0.06 | 0.01 | blup | 54 | 0.02 | 5.2e-03 | 4.1 | -5.2 | 1.6e-07 | -0.02 | 0.04 | 0.60 | FALSE |
60 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C22orf31 | 0.04 | 0.02 | blup | 67 | 0.01 | 2.6e-03 | -9.4 | 8.5 | 1.3e-17 | -0.70 | 0.00 | 0.97 | TRUE |
61 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CCDC157 | 0.03 | 0.01 | blup | 64 | 0.02 | 9.1e-06 | -2.6 | 5.6 | 2.2e-08 | 0.04 | 0.68 | 0.28 | FALSE |
62 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RFPL1 | 0.07 | 0.00 | blup | 43 | 0.01 | 6.7e-03 | -4.3 | -5.4 | 5.7e-08 | 0.05 | 0.00 | 0.04 | FALSE |
63 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CCDC157 | 0.11 | 0.09 | lasso | 13 | 0.10 | 1.5e-11 | 5.8 | 6.6 | 3.5e-11 | 0.00 | 0.72 | 0.28 | TRUE |
64 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LIMK2 | 0.06 | 0.06 | blup | 47 | 0.06 | 9.3e-08 | -5.6 | 5.5 | 4.1e-08 | 0.02 | 0.03 | 0.97 | FALSE |
65 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ZNRF3 | 0.08 | 0.02 | enet | 18 | 0.02 | 1.5e-03 | -6.6 | -5.7 | 1.3e-08 | 0.02 | 0.25 | 0.02 | FALSE |
66 | The Cancer Genome Atlas | Lung Adenocarcinoma | CCDC157 | 0.03 | 0.02 | blup | 64 | 0.03 | 1.6e-04 | 3.3 | 5.5 | 3.7e-08 | 0.05 | 0.32 | 0.16 | FALSE |
67 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | CCDC157 | 0.09 | 0.01 | blup | 64 | 0.06 | 2.1e-03 | 6.3 | 6.4 | 1.7e-10 | -0.02 | 0.03 | 0.15 | TRUE |
68 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GATSL3 | 0.10 | 0.07 | blup | 57 | 0.09 | 6.1e-10 | 6.7 | -5.7 | 1.0e-08 | 0.05 | 0.25 | 0.75 | FALSE |
69 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SEC14L2 | 0.12 | 0.08 | blup | 74 | 0.12 | 1.1e-12 | 5.8 | -6.4 | 1.3e-10 | 0.01 | 0.63 | 0.37 | FALSE |
70 | The Cancer Genome Atlas | Soft Tissue Sarcoma | THOC5 | 0.05 | 0.05 | blup | 58 | 0.03 | 8.0e-03 | 5.0 | -5.3 | 1.1e-07 | 0.00 | 0.01 | 0.86 | TRUE |
71 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | ZNRF3 | 0.44 | -0.01 | blup | 126 | 0.05 | 2.0e-02 | 2.1 | -6.5 | 7.0e-11 | 0.10 | 0.02 | 0.09 | TRUE |
72 | The Cancer Genome Atlas | Thyroid Carcinoma | CCDC157 | 0.04 | 0.03 | blup | 64 | 0.04 | 5.8e-05 | 6.3 | 6.0 | 2.2e-09 | 0.03 | 0.41 | 0.49 | FALSE |