Best TWAS P=1.14e-15 · Best GWAS P=4.86e-17 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 | GNL3 | 0.15 | 0.07 | bslmm | 390 | 0.08 | 1.3e-09 | -4.24 | 5.1 | 3.1e-07 | 0.02 | 0.97 | 0.02 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | TKT | 0.06 | 0.05 | enet | 12 | 0.03 | 2.7e-04 | 4.16 | 5.2 | 1.8e-07 | -0.32 | 0.98 | 0.01 | FALSE |
3 | GTEx | Adipose Subcutaneous | TMEM110 | 0.12 | 0.05 | lasso | 6 | 0.03 | 7.3e-04 | -6.42 | 5.5 | 3.6e-08 | 0.06 | 0.27 | 0.06 | FALSE |
4 | GTEx | Brain Frontal Cortex BA9 | GNL3 | 0.14 | 0.15 | enet | 10 | 0.13 | 2.3e-04 | 4.13 | 5.1 | 2.8e-07 | -0.16 | 0.20 | 0.06 | FALSE |
5 | GTEx | Breast Mammary Tissue | NT5DC2 | 0.13 | 0.12 | enet | 11 | 0.08 | 9.9e-05 | 5.23 | 5.3 | 1.4e-07 | -0.19 | 0.70 | 0.07 | FALSE |
6 | GTEx | Breast Mammary Tissue (Female) | NT5DC2 | 0.09 | 0.08 | lasso | 1 | 0.06 | 5.9e-03 | 5.23 | 5.2 | 1.7e-07 | -0.13 | 0.07 | 0.14 | FALSE |
7 | GTEx | Esophagus Gastroesophageal Junction | SPCS1 | 0.13 | 0.00 | lasso | 5 | 0.00 | 3.1e-01 | 4.18 | 5.8 | 5.9e-09 | -0.16 | 0.08 | 0.39 | FALSE |
8 | GTEx | Esophagus Mucosa | TKT | 0.07 | 0.02 | enet | 12 | 0.02 | 2.1e-02 | 0.92 | 6.4 | 2.0e-10 | -0.60 | 0.10 | 0.68 | FALSE |
9 | GTEx | Nerve Tibial | RP11-155D18.12 | 0.25 | 0.00 | enet | 26 | 0.08 | 4.8e-06 | -2.20 | 5.1 | 2.8e-07 | -0.03 | 0.02 | 0.09 | TRUE |
10 | GTEx | Pancreas | RFT1 | 0.32 | 0.13 | lasso | 4 | 0.17 | 1.3e-07 | -7.12 | -7.3 | 3.9e-13 | 0.08 | 0.88 | 0.03 | TRUE |
11 | GTEx | Skin Not Sun Exposed Suprapubic | GNL3 | 0.07 | 0.06 | lasso | 4 | 0.06 | 4.5e-04 | -4.24 | -6.2 | 5.1e-10 | 0.00 | 0.07 | 0.75 | TRUE |
12 | GTEx | Skin Sun Exposed Lower leg | TMEM110 | 0.11 | 0.06 | lasso | 3 | 0.06 | 1.7e-05 | -6.42 | 6.2 | 7.7e-10 | 0.01 | 0.67 | 0.02 | FALSE |
13 | GTEx | Stomach | RFT1 | 0.23 | 0.03 | enet | 19 | 0.06 | 6.3e-04 | -1.96 | -5.3 | 1.4e-07 | -0.02 | 0.49 | 0.03 | FALSE |
14 | GTEx | Testis | TMEM110 | 0.34 | 0.24 | enet | 20 | 0.25 | 2.8e-11 | -7.16 | 5.6 | 2.1e-08 | 0.06 | 0.77 | 0.23 | FALSE |
15 | GTEx | Testis | ITIH4-AS1 | 0.23 | 0.13 | enet | 12 | 0.21 | 8.2e-10 | -7.14 | 6.0 | 1.5e-09 | 0.09 | 0.61 | 0.39 | FALSE |
16 | GTEx | Thyroid | DCP1A | 0.09 | 0.05 | enet | 13 | 0.05 | 9.0e-05 | -6.90 | 8.0 | 1.1e-15 | -0.78 | 0.04 | 0.91 | TRUE |
17 | GTEx | Thyroid | TMEM110 | 0.15 | 0.09 | lasso | 3 | 0.13 | 3.5e-10 | -6.42 | 5.8 | 5.4e-09 | 0.11 | 0.98 | 0.01 | FALSE |
18 | METSIM | Adipose | TMEM110 | 0.19 | 0.04 | blup | 391 | 0.08 | 8.8e-12 | -2.83 | 5.6 | 2.3e-08 | 0.12 | 0.97 | 0.02 | FALSE |
19 | NTR | Blood | TKT | 0.06 | 0.04 | enet | 16 | 0.04 | 7.8e-13 | 5.45 | -6.1 | 1.2e-09 | 0.33 | 1.00 | 0.00 | TRUE |
20 | NTR | Blood | TMEM110 | 0.02 | 0.01 | blup | 391 | 0.01 | 1.1e-04 | -4.45 | -7.1 | 1.5e-12 | 0.13 | 0.90 | 0.00 | FALSE |
21 | ROSMAP | Brain Pre-frontal Cortex | ITIH4 | 0.30 | 0.19 | enet | 22 | 0.27 | 9.0e-35 | -6.42 | 5.4 | 6.8e-08 | 0.13 | 0.96 | 0.04 | FALSE |
22 | ROSMAP | Brain Pre-frontal Cortex | NEK4 | 0.04 | 0.05 | blup | 359 | 0.05 | 1.1e-06 | 5.01 | 5.7 | 1.4e-08 | -0.22 | 0.99 | 0.00 | TRUE |
23 | YFS | Blood | TKT | 0.28 | 0.25 | enet | 25 | 0.29 | 1.5e-97 | 4.75 | -5.8 | 9.0e-09 | 0.28 | 1.00 | 0.00 | FALSE |
24 | YFS | Blood | TMEM110 | 0.11 | 0.08 | lasso | 9 | 0.09 | 3.8e-29 | -6.24 | -6.7 | 2.8e-11 | 0.04 | 0.99 | 0.01 | FALSE |
25 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | RFT1 | 0.18 | 0.10 | lasso | 7 | 0.10 | 1.8e-08 | -7.14 | -7.4 | 1.1e-13 | 0.11 | 0.01 | 0.99 | TRUE |
26 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TMEM110 | 0.19 | 0.13 | blup | 59 | 0.13 | 4.2e-11 | -6.65 | -7.2 | 6.9e-13 | 0.04 | 0.02 | 0.98 | FALSE |
27 | The Cancer Genome Atlas | Breast Invasive Carcinoma | GLT8D1 | 0.10 | 0.01 | enet | 7 | 0.03 | 4.4e-06 | -5.08 | -6.6 | 4.9e-11 | 0.06 | 0.00 | 0.90 | TRUE |
28 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RFT1 | 0.10 | 0.08 | enet | 11 | 0.15 | 2.3e-29 | -7.30 | -5.7 | 1.5e-08 | 0.07 | 0.01 | 0.99 | FALSE |
29 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SPCS1 | 0.08 | 0.04 | lasso | 2 | 0.04 | 4.7e-08 | 5.00 | -5.5 | 3.3e-08 | 0.14 | 0.00 | 1.00 | FALSE |
30 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMEM110 | 0.13 | 0.09 | lasso | 3 | 0.10 | 5.9e-20 | -6.45 | -6.8 | 1.1e-11 | 0.03 | 0.06 | 0.94 | FALSE |
31 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | RFT1 | 0.14 | 0.08 | enet | 12 | 0.15 | 5.5e-08 | -7.15 | -5.3 | 9.8e-08 | 0.08 | 0.02 | 0.98 | TRUE |
32 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | TMEM110 | 0.24 | 0.09 | blup | 59 | 0.14 | 1.4e-07 | -6.65 | -6.3 | 3.2e-10 | 0.17 | 0.01 | 0.98 | FALSE |
33 | The Cancer Genome Atlas | Colon Adenocarcinoma | RFT1 | 0.10 | 0.05 | enet | 12 | 0.05 | 1.0e-03 | -7.18 | -6.0 | 1.5e-09 | 0.06 | 0.01 | 0.91 | FALSE |
34 | The Cancer Genome Atlas | Colon Adenocarcinoma | TMEM110 | 0.21 | 0.14 | lasso | 3 | 0.13 | 5.1e-08 | -5.97 | -6.1 | 1.1e-09 | 0.01 | 0.09 | 0.90 | TRUE |
35 | The Cancer Genome Atlas | Esophageal Carcinoma | TMEM110 | 0.35 | 0.07 | enet | 18 | 0.21 | 3.2e-07 | -6.45 | -5.7 | 1.2e-08 | 0.11 | 0.03 | 0.93 | FALSE |
36 | The Cancer Genome Atlas | Glioblastoma Multiforme | NISCH | 0.12 | 0.00 | blup | 57 | 0.05 | 1.3e-02 | -3.80 | -5.4 | 6.8e-08 | 0.06 | 0.01 | 0.26 | FALSE |
37 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GLT8D1 | 0.21 | 0.02 | enet | 15 | 0.04 | 5.8e-05 | -5.08 | -5.9 | 4.2e-09 | 0.07 | 0.00 | 0.68 | FALSE |
38 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TMEM110 | 0.27 | 0.10 | blup | 59 | 0.14 | 3.0e-15 | -6.24 | -7.3 | 2.3e-13 | 0.04 | 0.00 | 1.00 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TMEM110 | 0.29 | 0.16 | lasso | 6 | 0.17 | 1.8e-18 | -6.57 | -6.8 | 7.9e-12 | 0.05 | 0.03 | 0.97 | FALSE |
40 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | RFT1 | 0.24 | 0.12 | lasso | 5 | 0.20 | 1.3e-11 | -7.30 | -5.8 | 7.5e-09 | 0.06 | 0.01 | 0.99 | FALSE |
41 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TMEM110 | 0.21 | 0.10 | lasso | 4 | 0.08 | 2.3e-05 | -6.65 | -7.1 | 1.4e-12 | 0.05 | 0.03 | 0.97 | FALSE |
42 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LOC440957 | 0.03 | 0.00 | blup | 45 | 0.01 | 9.8e-03 | -3.14 | -5.7 | 9.2e-09 | 0.08 | 0.01 | 0.57 | FALSE |
43 | The Cancer Genome Atlas | Brain Lower Grade Glioma | NISCH | 0.06 | 0.05 | lasso | 4 | 0.04 | 7.5e-06 | -5.25 | -5.2 | 1.9e-07 | -0.03 | 0.00 | 0.99 | FALSE |
44 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SFMBT1 | 0.13 | 0.03 | blup | 66 | 0.07 | 3.0e-08 | -6.45 | -6.8 | 1.5e-11 | 0.09 | 0.02 | 0.98 | FALSE |
45 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SPCS1 | 0.15 | 0.03 | lasso | 3 | 0.04 | 4.3e-05 | -5.08 | -5.8 | 5.8e-09 | -0.01 | 0.00 | 0.88 | FALSE |
46 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TKT | 0.06 | 0.05 | blup | 14 | 0.05 | 3.4e-06 | -7.80 | 6.7 | 1.9e-11 | -0.77 | 0.00 | 1.00 | FALSE |
47 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TMEM110 | 0.13 | 0.06 | blup | 59 | 0.08 | 3.3e-09 | -4.53 | -6.9 | 5.2e-12 | 0.17 | 0.68 | 0.32 | FALSE |
48 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | RFT1 | 0.31 | 0.07 | blup | 45 | 0.19 | 1.8e-09 | -2.32 | -6.1 | 8.6e-10 | 0.09 | 0.01 | 0.99 | FALSE |
49 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | SFMBT1 | 0.17 | 0.08 | lasso | 2 | 0.06 | 5.5e-04 | -7.18 | -7.1 | 9.3e-13 | 0.08 | 0.01 | 0.94 | FALSE |
50 | The Cancer Genome Atlas | Lung Adenocarcinoma | RFT1 | 0.14 | 0.11 | blup | 45 | 0.11 | 1.9e-12 | -7.30 | -7.1 | 1.1e-12 | 0.06 | 0.00 | 1.00 | FALSE |
51 | The Cancer Genome Atlas | Lung Adenocarcinoma | TMEM110 | 0.16 | 0.13 | lasso | 3 | 0.12 | 2.1e-14 | -6.45 | -6.5 | 8.8e-11 | 0.04 | 0.03 | 0.97 | FALSE |
52 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | RFT1 | 0.07 | 0.03 | enet | 7 | 0.06 | 1.2e-07 | -5.94 | -5.8 | 7.3e-09 | 0.05 | 0.01 | 0.99 | FALSE |
53 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TMEM110 | 0.19 | 0.10 | lasso | 5 | 0.11 | 2.1e-12 | -6.45 | -6.7 | 2.1e-11 | 0.12 | 0.04 | 0.96 | FALSE |
54 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | RFT1 | 0.21 | 0.10 | lasso | 6 | 0.23 | 1.9e-15 | -7.11 | -5.5 | 3.6e-08 | 0.06 | 0.02 | 0.98 | FALSE |
55 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TMEM110 | 0.20 | 0.13 | blup | 59 | 0.15 | 3.0e-10 | -7.02 | -7.0 | 3.3e-12 | 0.13 | 0.00 | 1.00 | FALSE |
56 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TMEM110 | 0.36 | 0.05 | blup | 59 | 0.08 | 3.4e-04 | -6.45 | -6.5 | 8.0e-11 | 0.14 | 0.01 | 0.77 | FALSE |
57 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | TMEM110 | 0.26 | 0.09 | lasso | 4 | 0.09 | 1.6e-04 | -6.33 | -6.5 | 6.2e-11 | 0.07 | 0.05 | 0.89 | TRUE |
58 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RFT1 | 0.18 | 0.09 | blup | 45 | 0.09 | 4.8e-10 | -7.15 | -6.8 | 8.8e-12 | 0.02 | 0.01 | 0.99 | FALSE |
59 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SFMBT1 | 0.27 | 0.07 | lasso | 7 | 0.06 | 2.9e-07 | -7.11 | -7.1 | 1.6e-12 | 0.04 | 0.02 | 0.98 | FALSE |
60 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TMEM110 | 0.20 | 0.06 | blup | 59 | 0.10 | 1.2e-10 | -7.02 | -7.3 | 2.3e-13 | 0.10 | 0.00 | 1.00 | FALSE |
61 | The Cancer Genome Atlas | Soft Tissue Sarcoma | RFT1 | 0.16 | 0.12 | enet | 16 | 0.14 | 1.7e-08 | -7.15 | -6.4 | 1.7e-10 | 0.06 | 0.01 | 0.99 | FALSE |
62 | The Cancer Genome Atlas | Soft Tissue Sarcoma | TMEM110 | 0.12 | 0.07 | blup | 59 | 0.12 | 7.5e-08 | -6.45 | -7.0 | 3.6e-12 | 0.15 | 0.01 | 0.99 | FALSE |
63 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | RFT1 | 0.29 | 0.04 | blup | 45 | 0.11 | 8.2e-04 | -7.30 | -5.9 | 3.2e-09 | 0.13 | 0.01 | 0.86 | FALSE |
64 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | TMEM110 | 0.33 | 0.15 | enet | 10 | 0.16 | 4.6e-05 | -6.57 | -5.9 | 4.4e-09 | 0.08 | 0.02 | 0.75 | FALSE |
65 | The Cancer Genome Atlas | Stomach Adenocarcinoma | RFT1 | 0.13 | 0.05 | blup | 45 | 0.10 | 6.9e-08 | -7.18 | -6.6 | 4.7e-11 | 0.09 | 0.01 | 0.99 | FALSE |
66 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TMEM110 | 0.19 | 0.12 | blup | 59 | 0.13 | 1.6e-09 | -6.33 | -6.9 | 4.4e-12 | 0.04 | 0.02 | 0.98 | FALSE |
67 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | RFT1 | 0.39 | 0.22 | lasso | 4 | 0.25 | 3.1e-09 | -7.28 | -7.1 | 1.1e-12 | 0.07 | 0.00 | 1.00 | FALSE |
68 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | TMEM110 | 0.20 | 0.01 | lasso | 2 | 0.09 | 3.2e-04 | -7.02 | -7.3 | 2.7e-13 | 0.07 | 0.00 | 0.93 | FALSE |
69 | The Cancer Genome Atlas | Thyroid Carcinoma | DCP1A | 0.04 | 0.01 | blup | 18 | 0.02 | 5.1e-03 | -6.45 | 5.9 | 4.1e-09 | -0.69 | 0.00 | 0.74 | FALSE |
70 | The Cancer Genome Atlas | Thyroid Carcinoma | TMEM110 | 0.09 | 0.00 | blup | 59 | 0.02 | 1.0e-02 | -5.97 | -6.5 | 1.0e-10 | 0.14 | 0.02 | 0.33 | FALSE |
71 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | RFT1 | 0.29 | 0.15 | blup | 45 | 0.15 | 6.5e-05 | -5.94 | -6.8 | 1.2e-11 | 0.12 | 0.01 | 0.90 | FALSE |