Best TWAS P=3.08e-42 · Best GWAS P=1.17e-38 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 | ABHD15 | 0.07 | 0.03 | bslmm | 319 | 0.04 | 3.4e-05 | -0.15 | 6.3 | 2.8e-10 | 0.14 | 0.46 | 0.02 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | EFCAB5 | 0.11 | 0.18 | blup | 392 | 0.17 | 1.7e-20 | 10.94 | 11.6 | 5.7e-31 | -0.75 | 1.00 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | POLDIP2 | 0.07 | 0.07 | lasso | 2 | 0.07 | 1.2e-08 | 8.15 | -8.2 | 3.1e-16 | 0.07 | 0.58 | 0.41 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | SLC46A1 | 0.09 | 0.13 | lasso | 3 | 0.13 | 2.0e-15 | 8.03 | 8.0 | 1.0e-15 | -0.07 | 1.00 | 0.00 | FALSE |
5 | CommonMind | Brain Pre-frontal Cortex | SSH2 | 0.05 | 0.00 | enet | 37 | 0.02 | 3.7e-03 | 10.92 | 9.6 | 6.6e-22 | -0.43 | 0.14 | 0.42 | FALSE |
6 | CommonMind | Brain Pre-frontal Cortex | TMEM199 | 0.05 | 0.03 | enet | 19 | 0.02 | 5.6e-04 | -9.49 | -7.7 | 1.6e-14 | 0.13 | 0.00 | 1.00 | FALSE |
7 | GTEx | Adipose Subcutaneous | POLDIP2 | 0.07 | 0.04 | lasso | 4 | 0.03 | 2.9e-03 | 7.80 | -7.7 | 9.9e-15 | 0.06 | 0.18 | 0.22 | FALSE |
8 | GTEx | Adipose Subcutaneous | TMEM199 | 0.07 | 0.05 | lasso | 2 | 0.02 | 5.5e-03 | 8.15 | -8.4 | 2.9e-17 | 0.10 | 0.03 | 0.94 | FALSE |
9 | GTEx | Artery Tibial | SARM1 | 0.09 | 0.05 | enet | 17 | 0.02 | 4.8e-03 | 8.67 | 8.4 | 5.1e-17 | -0.11 | 0.05 | 0.87 | FALSE |
10 | GTEx | Artery Tibial | BLMH | 0.12 | 0.04 | enet | 16 | 0.08 | 6.7e-07 | -5.21 | 8.1 | 5.1e-16 | -0.69 | 0.10 | 0.90 | FALSE |
11 | GTEx | Brain Cortex | POLDIP2 | 0.22 | 0.11 | lasso | 4 | 0.14 | 1.2e-04 | 8.24 | -7.9 | 2.9e-15 | 0.05 | 0.04 | 0.87 | FALSE |
12 | GTEx | Brain Cortex | GOSR1 | 0.20 | 0.20 | enet | 7 | 0.18 | 1.4e-05 | -4.64 | -6.0 | 2.7e-09 | 0.35 | 0.81 | 0.05 | FALSE |
13 | GTEx | Brain Nucleus accumbens basal ganglia | CORO6 | 0.11 | 0.10 | lasso | 2 | 0.05 | 2.2e-02 | 11.53 | -12.6 | 3.1e-36 | 0.95 | 0.03 | 0.89 | FALSE |
14 | GTEx | Breast Mammary Tissue | TMEM199 | 0.13 | 0.07 | lasso | 3 | 0.05 | 1.0e-03 | 8.65 | -8.4 | 3.4e-17 | 0.09 | 0.01 | 0.91 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | BLMH | 0.07 | 0.04 | lasso | 2 | 0.04 | 2.8e-04 | -5.20 | 5.1 | 2.9e-07 | -0.42 | 0.72 | 0.03 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | CPD | 0.04 | 0.00 | lasso | 3 | 0.03 | 4.4e-03 | 4.71 | 6.3 | 2.3e-10 | -0.45 | 0.07 | 0.62 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | TMEM97 | 0.09 | 0.05 | lasso | 11 | 0.04 | 6.3e-04 | 8.15 | -8.1 | 5.5e-16 | 0.08 | 0.21 | 0.08 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | TMEM199 | 0.08 | 0.02 | lasso | 3 | 0.00 | 2.1e-01 | 8.03 | -8.2 | 3.1e-16 | 0.07 | 0.02 | 0.88 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | CTB-96E2.7 | 0.09 | 0.02 | lasso | 5 | 0.00 | 2.3e-01 | 8.15 | -8.0 | 1.9e-15 | 0.06 | 0.04 | 0.46 | FALSE |
20 | GTEx | Esophagus Mucosa | FAM222B | 0.10 | 0.00 | enet | 33 | 0.02 | 2.7e-02 | -5.65 | -6.6 | 4.9e-11 | -0.06 | 0.08 | 0.16 | TRUE |
21 | GTEx | Esophagus Mucosa | CTB-96E2.3 | 0.05 | 0.01 | enet | 7 | 0.01 | 8.1e-02 | 8.63 | -7.0 | 1.9e-12 | 0.11 | 0.07 | 0.45 | TRUE |
22 | GTEx | Esophagus Muscularis | SSH2 | 0.04 | 0.01 | enet | 10 | 0.00 | 3.3e-01 | 9.11 | 7.2 | 8.0e-13 | -0.70 | 0.41 | 0.28 | FALSE |
23 | GTEx | Esophagus Muscularis | TMEM199 | 0.12 | 0.01 | enet | 10 | 0.05 | 6.8e-04 | -8.75 | -7.9 | 3.0e-15 | 0.13 | 0.02 | 0.94 | FALSE |
24 | GTEx | Heart Atrial Appendage | MYO18A | 0.13 | 0.06 | enet | 14 | 0.02 | 5.7e-02 | 3.86 | 5.8 | 7.5e-09 | -0.05 | 0.31 | 0.03 | TRUE |
25 | GTEx | Lung | SSH2 | 0.08 | 0.05 | lasso | 6 | 0.06 | 2.7e-05 | 9.40 | 12.0 | 3.6e-33 | -0.89 | 0.39 | 0.61 | FALSE |
26 | GTEx | Lung | ANKRD13B | 0.13 | 0.09 | lasso | 6 | 0.08 | 6.8e-07 | -4.10 | -6.0 | 1.6e-09 | 0.65 | 0.26 | 0.73 | FALSE |
27 | GTEx | Lung | TMEM199 | 0.12 | 0.04 | lasso | 7 | 0.03 | 3.2e-03 | 8.15 | -8.1 | 8.0e-16 | 0.09 | 0.04 | 0.91 | FALSE |
28 | GTEx | Lung | CTB-96E2.3 | 0.10 | 0.03 | enet | 14 | 0.06 | 4.6e-05 | -8.61 | -7.1 | 1.4e-12 | 0.12 | 0.02 | 0.94 | FALSE |
29 | GTEx | Muscle Skeletal | BLMH | 0.11 | 0.00 | enet | 31 | 0.03 | 7.7e-04 | -0.90 | 5.3 | 1.0e-07 | -0.34 | 0.05 | 0.46 | FALSE |
30 | GTEx | Nerve Tibial | POLDIP2 | 0.13 | 0.07 | lasso | 1 | 0.04 | 5.7e-04 | 8.22 | -8.2 | 2.0e-16 | 0.07 | 0.58 | 0.29 | FALSE |
31 | GTEx | Nerve Tibial | SSH2 | 0.05 | 0.06 | lasso | 10 | 0.06 | 7.8e-05 | 9.20 | 9.5 | 1.9e-21 | -0.78 | 0.67 | 0.31 | FALSE |
32 | GTEx | Nerve Tibial | TMEM199 | 0.19 | 0.15 | lasso | 5 | 0.14 | 8.9e-10 | -8.61 | -8.6 | 6.4e-18 | 0.10 | 0.58 | 0.42 | FALSE |
33 | GTEx | Nerve Tibial | CTD-2350C19.1 | 0.10 | 0.08 | lasso | 1 | 0.06 | 5.2e-05 | 6.35 | -6.3 | 2.1e-10 | 0.05 | 0.52 | 0.17 | FALSE |
34 | GTEx | Skin Not Sun Exposed Suprapubic | TMEM199 | 0.10 | 0.00 | enet | 7 | 0.01 | 7.6e-02 | -8.75 | -6.8 | 1.0e-11 | 0.14 | 0.01 | 0.93 | FALSE |
35 | GTEx | Skin Not Sun Exposed Suprapubic | CTB-96E2.3 | 0.11 | 0.04 | enet | 7 | 0.08 | 3.3e-05 | -8.75 | -6.7 | 1.7e-11 | 0.13 | 0.00 | 0.97 | TRUE |
36 | GTEx | Skin Sun Exposed Lower leg | ANKRD13B | 0.08 | 0.04 | lasso | 5 | 0.06 | 1.4e-05 | -9.23 | -5.9 | 3.9e-09 | 0.66 | 0.13 | 0.83 | FALSE |
37 | GTEx | Skin Sun Exposed Lower leg | TMEM199 | 0.06 | 0.05 | lasso | 1 | 0.02 | 6.2e-03 | -8.75 | -8.8 | 2.2e-18 | 0.10 | 0.03 | 0.90 | TRUE |
38 | GTEx | Skin Sun Exposed Lower leg | CTB-96E2.3 | 0.07 | 0.05 | lasso | 4 | 0.03 | 1.8e-03 | -8.75 | -8.6 | 9.0e-18 | 0.10 | 0.13 | 0.78 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | RP11-68I3.4 | 0.03 | 0.00 | lasso | 3 | 0.00 | 4.5e-01 | -11.15 | 7.5 | 8.2e-14 | -0.79 | 0.05 | 0.50 | TRUE |
40 | GTEx | Spleen | GIT1 | 0.15 | 0.06 | lasso | 5 | 0.06 | 1.4e-02 | -11.15 | -6.6 | 5.0e-11 | 0.80 | 0.08 | 0.64 | FALSE |
41 | GTEx | Testis | POLDIP2 | 0.12 | 0.07 | enet | 14 | 0.07 | 7.2e-04 | 8.24 | -8.1 | 5.4e-16 | 0.05 | 0.04 | 0.86 | FALSE |
42 | GTEx | Testis | SSH2 | 0.06 | -0.01 | enet | 12 | -0.01 | 8.6e-01 | 10.94 | 5.9 | 2.8e-09 | -0.61 | 0.16 | 0.09 | FALSE |
43 | GTEx | Thyroid | GIT1 | 0.06 | 0.08 | lasso | 5 | 0.09 | 3.7e-07 | -11.01 | 11.0 | 2.9e-28 | -0.93 | 0.49 | 0.51 | FALSE |
44 | GTEx | Thyroid | SSH2 | 0.12 | 0.17 | enet | 10 | 0.18 | 2.0e-13 | -11.30 | 11.4 | 2.8e-30 | -0.95 | 0.11 | 0.89 | FALSE |
45 | GTEx | Thyroid | CORO6 | 0.23 | 0.36 | lasso | 5 | 0.37 | 1.2e-29 | -11.30 | 11.6 | 3.9e-31 | -0.95 | 0.70 | 0.30 | FALSE |
46 | GTEx | Thyroid | ANKRD13B | 0.23 | 0.12 | lasso | 6 | 0.18 | 2.3e-13 | 10.35 | 11.4 | 4.2e-30 | -0.83 | 0.32 | 0.68 | FALSE |
47 | METSIM | Adipose | ANKRD13B | 0.04 | 0.03 | lasso | 3 | 0.05 | 1.4e-07 | 9.15 | -7.7 | 1.3e-14 | 0.72 | 0.95 | 0.05 | FALSE |
48 | METSIM | Adipose | BLMH | 0.03 | 0.03 | blup | 304 | 0.03 | 6.0e-05 | -3.95 | 7.4 | 1.3e-13 | -0.64 | 0.63 | 0.29 | FALSE |
49 | METSIM | Adipose | CORO6 | 0.02 | 0.02 | bslmm | 314 | 0.01 | 1.7e-02 | 10.35 | -13.6 | 3.1e-42 | 0.85 | 0.02 | 0.95 | TRUE |
50 | METSIM | Adipose | SSH2 | 0.03 | 0.03 | blup | 422 | 0.02 | 1.5e-04 | -10.51 | 10.6 | 1.9e-26 | -0.80 | 0.19 | 0.81 | FALSE |
51 | METSIM | Adipose | TMEM199 | 0.06 | 0.06 | lasso | 3 | 0.06 | 2.7e-09 | 8.63 | -8.6 | 5.7e-18 | 0.10 | 0.03 | 0.97 | FALSE |
52 | NTR | Blood | CPD | 0.04 | 0.02 | enet | 23 | 0.02 | 4.4e-07 | -4.76 | 5.2 | 1.9e-07 | -0.19 | 0.94 | 0.01 | FALSE |
53 | NTR | Blood | SDF2 | 0.01 | 0.00 | blup | 305 | 0.00 | 2.0e-02 | 2.69 | 5.3 | 9.1e-08 | 0.00 | 0.04 | 0.18 | FALSE |
54 | NTR | Blood | SSH2 | 0.04 | 0.04 | enet | 22 | 0.05 | 1.7e-14 | -10.51 | 7.8 | 5.0e-15 | -0.65 | 1.00 | 0.00 | FALSE |
55 | YFS | Blood | ALDOC | 0.05 | 0.05 | blup | 275 | 0.05 | 1.0e-15 | -5.47 | 6.0 | 2.5e-09 | 0.07 | 1.00 | 0.00 | FALSE |
56 | YFS | Blood | CPD | 0.18 | 0.13 | enet | 38 | 0.14 | 8.5e-42 | -4.76 | 5.4 | 7.1e-08 | -0.32 | 1.00 | 0.00 | FALSE |
57 | YFS | Blood | RAB11FIP4 | 0.16 | 0.06 | enet | 18 | 0.09 | 5.9e-27 | 5.09 | -5.7 | 9.4e-09 | 0.13 | 1.00 | 0.00 | TRUE |
58 | YFS | Blood | SARM1 | 0.11 | 0.09 | lasso | 2 | 0.14 | 2.8e-43 | 0.64 | -5.4 | 5.7e-08 | 0.09 | 1.00 | 0.00 | FALSE |
59 | YFS | Blood | SSH2 | 0.09 | 0.07 | lasso | 7 | 0.10 | 1.6e-30 | -2.48 | 6.0 | 2.0e-09 | -0.50 | 1.00 | 0.00 | FALSE |
60 | YFS | Blood | TMEM199 | 0.04 | 0.04 | bslmm | 268 | 0.04 | 2.4e-14 | 8.02 | 7.5 | 8.4e-14 | -0.09 | 0.74 | 0.26 | FALSE |
61 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | EFCAB5 | 0.06 | 0.08 | lasso | 2 | 0.07 | 1.4e-06 | 8.71 | 9.4 | 6.6e-21 | -0.79 | 0.05 | 0.95 | TRUE |
62 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CORO6 | 0.03 | 0.01 | enet | 10 | 0.01 | 1.7e-03 | 3.67 | -6.9 | 5.3e-12 | 0.71 | 0.01 | 0.95 | FALSE |
63 | The Cancer Genome Atlas | Breast Invasive Carcinoma | EFCAB5 | 0.02 | 0.04 | lasso | 4 | 0.04 | 1.9e-08 | 10.94 | 10.6 | 2.2e-26 | -0.83 | 0.02 | 0.98 | TRUE |
64 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SSH2 | 0.01 | 0.01 | blup | 111 | 0.01 | 1.0e-03 | -10.61 | 10.1 | 5.3e-24 | -0.81 | 0.47 | 0.39 | FALSE |
65 | The Cancer Genome Atlas | Colon Adenocarcinoma | CCDC55 | 0.15 | 0.01 | blup | 64 | 0.04 | 1.9e-03 | 10.35 | -10.8 | 4.8e-27 | 0.82 | 0.02 | 0.60 | FALSE |
66 | The Cancer Genome Atlas | Colon Adenocarcinoma | EFCAB5 | 0.06 | 0.05 | blup | 79 | 0.03 | 5.7e-03 | 10.94 | 10.6 | 2.9e-26 | -0.80 | 0.04 | 0.93 | FALSE |
67 | The Cancer Genome Atlas | Esophageal Carcinoma | CCDC55 | 0.27 | 0.00 | blup | 64 | 0.00 | 3.5e-01 | 1.61 | -9.0 | 3.3e-19 | 0.69 | 0.01 | 0.26 | FALSE |
68 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | EFCAB5 | 0.09 | 0.12 | lasso | 5 | 0.12 | 3.1e-13 | 9.38 | 9.6 | 9.7e-22 | -0.76 | 0.19 | 0.81 | FALSE |
69 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SSH2 | 0.03 | 0.02 | blup | 112 | 0.03 | 2.4e-04 | 9.83 | 9.7 | 2.3e-22 | -0.82 | 0.38 | 0.57 | FALSE |
70 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TMEM97 | 0.12 | 0.01 | enet | 12 | 0.06 | 2.6e-07 | 8.15 | -5.8 | 7.4e-09 | 0.08 | 0.00 | 0.99 | TRUE |
71 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | EFCAB5 | 0.05 | 0.02 | enet | 22 | 0.02 | 1.7e-02 | 10.82 | 8.5 | 1.8e-17 | -0.60 | 0.03 | 0.80 | FALSE |
72 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TMEM97 | 0.13 | 0.08 | lasso | 2 | 0.06 | 1.8e-04 | 7.92 | -7.5 | 7.7e-14 | 0.10 | 0.00 | 0.99 | FALSE |
73 | The Cancer Genome Atlas | Brain Lower Grade Glioma | EFCAB5 | 0.07 | 0.09 | enet | 16 | 0.08 | 4.0e-09 | 10.74 | 10.1 | 5.8e-24 | -0.77 | 0.02 | 0.98 | FALSE |
74 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TMEM97 | 0.05 | 0.01 | enet | 11 | 0.03 | 4.5e-04 | 1.31 | 6.2 | 5.7e-10 | -0.09 | 0.00 | 0.48 | FALSE |
75 | The Cancer Genome Atlas | Lung Adenocarcinoma | EFCAB5 | 0.06 | 0.09 | lasso | 1 | 0.09 | 2.9e-10 | 9.07 | 9.1 | 1.2e-19 | -0.77 | 0.71 | 0.29 | FALSE |
76 | The Cancer Genome Atlas | Lung Adenocarcinoma | SSH2 | 0.06 | 0.03 | blup | 112 | 0.05 | 2.5e-06 | -11.30 | 8.1 | 5.5e-16 | -0.80 | 0.13 | 0.86 | TRUE |
77 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | EFCAB5 | 0.04 | 0.04 | lasso | 4 | 0.05 | 5.9e-06 | 9.11 | 9.8 | 9.3e-23 | -0.76 | 0.07 | 0.92 | TRUE |
78 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | EFCAB5 | 0.08 | 0.01 | blup | 79 | 0.03 | 1.7e-02 | 9.27 | 9.4 | 7.1e-21 | -0.76 | 0.04 | 0.63 | FALSE |
79 | The Cancer Genome Atlas | Prostate Adenocarcinoma | BLMH | 0.05 | 0.03 | blup | 55 | 0.05 | 1.1e-05 | -3.73 | 6.6 | 3.0e-11 | -0.57 | 0.94 | 0.04 | FALSE |
80 | The Cancer Genome Atlas | Prostate Adenocarcinoma | EFCAB5 | 0.04 | 0.03 | enet | 10 | 0.02 | 6.0e-03 | 10.79 | 10.9 | 1.2e-27 | -0.77 | 0.03 | 0.94 | FALSE |
81 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TMEM97 | 0.10 | 0.03 | enet | 7 | 0.03 | 1.4e-04 | 8.15 | -6.3 | 2.9e-10 | 0.06 | 0.00 | 0.97 | FALSE |
82 | The Cancer Genome Atlas | Soft Tissue Sarcoma | EFCAB5 | 0.06 | 0.07 | lasso | 2 | 0.05 | 8.2e-04 | 10.94 | 10.4 | 2.2e-25 | -0.83 | 0.03 | 0.96 | FALSE |
83 | The Cancer Genome Atlas | Stomach Adenocarcinoma | EFCAB5 | 0.06 | 0.02 | blup | 80 | 0.02 | 1.1e-02 | 9.48 | 7.1 | 1.2e-12 | -0.60 | 0.04 | 0.25 | FALSE |
84 | The Cancer Genome Atlas | Thyroid Carcinoma | ABHD15 | 0.06 | 0.03 | blup | 44 | 0.03 | 1.1e-03 | -6.13 | 9.2 | 5.5e-20 | -0.45 | 0.02 | 0.26 | FALSE |
85 | The Cancer Genome Atlas | Thyroid Carcinoma | ANKRD13B | 0.14 | 0.20 | lasso | 4 | 0.19 | 2.2e-18 | -11.30 | 11.3 | 1.0e-29 | -0.94 | 0.10 | 0.90 | FALSE |
86 | The Cancer Genome Atlas | Thyroid Carcinoma | CORO6 | 0.28 | 0.40 | lasso | 3 | 0.39 | 6.2e-40 | -11.30 | 11.5 | 2.1e-30 | -0.95 | 0.44 | 0.56 | FALSE |
87 | The Cancer Genome Atlas | Thyroid Carcinoma | EFCAB5 | 0.11 | 0.18 | enet | 13 | 0.20 | 5.8e-19 | 10.94 | 10.7 | 8.5e-27 | -0.81 | 0.04 | 0.96 | FALSE |
88 | The Cancer Genome Atlas | Thyroid Carcinoma | GIT1 | 0.06 | 0.05 | blup | 47 | 0.05 | 5.2e-06 | -11.01 | 13.2 | 4.6e-40 | -0.90 | 0.02 | 0.98 | FALSE |
89 | The Cancer Genome Atlas | Thyroid Carcinoma | SLC46A1 | 0.05 | 0.01 | blup | 6 | 0.02 | 5.0e-03 | 5.42 | 5.8 | 5.8e-09 | -0.01 | 0.00 | 0.48 | FALSE |
90 | The Cancer Genome Atlas | Thyroid Carcinoma | SLC6A4 | 0.02 | 0.03 | lasso | 3 | 0.03 | 2.8e-04 | 7.86 | -6.9 | 5.7e-12 | 0.60 | 0.04 | 0.54 | FALSE |
91 | The Cancer Genome Atlas | Thyroid Carcinoma | SSH2 | 0.25 | 0.18 | lasso | 5 | 0.17 | 4.8e-16 | -11.30 | 11.5 | 2.1e-30 | -0.95 | 0.08 | 0.92 | FALSE |
92 | The Cancer Genome Atlas | Thyroid Carcinoma | TMEM97 | 0.17 | 0.11 | lasso | 3 | 0.11 | 1.8e-10 | 7.92 | -8.1 | 6.3e-16 | 0.08 | 0.00 | 1.00 | FALSE |