Best TWAS P=5.43e-15 · Best GWAS P=5.69e-13 conditioned to 0.0347
# | 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 | FAM109B | 0.06 | 0.02 | blup | 337 | 0.03 | 7.4e-05 | -3.7 | 5.3 | 1.4e-07 | 0.04 | 0.03 | 0.96 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | PACSIN2 | 0.07 | 0.05 | lasso | 3 | 0.04 | 7.7e-06 | -4.7 | 5.2 | 2.2e-07 | 0.08 | 1.00 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | TTLL12 | 0.43 | 0.15 | lasso | 12 | 0.27 | 1.9e-33 | 7.0 | 5.4 | 5.8e-08 | 0.74 | 0.00 | 1.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | TSPO | 0.32 | 0.17 | lasso | 3 | 0.17 | 1.7e-13 | -6.1 | -5.8 | 6.5e-09 | -0.52 | 0.63 | 0.37 | FALSE |
5 | GTEx | Adipose Subcutaneous | FAM109B | 0.06 | 0.04 | lasso | 3 | 0.03 | 1.1e-03 | -5.1 | 5.2 | 1.9e-07 | 0.07 | 0.02 | 0.97 | FALSE |
6 | GTEx | Adipose Visceral Omentum | TSPO | 0.29 | 0.28 | lasso | 3 | 0.26 | 6.1e-14 | -6.1 | -6.1 | 1.1e-09 | -0.54 | 0.63 | 0.37 | FALSE |
7 | GTEx | Adrenal Gland | TSPO | 0.38 | 0.11 | lasso | 7 | 0.17 | 1.3e-06 | 6.2 | -7.1 | 1.1e-12 | -0.83 | 0.01 | 0.99 | FALSE |
8 | GTEx | Adrenal Gland | SMDT1 | 0.28 | 0.22 | lasso | 2 | 0.20 | 1.3e-07 | -5.2 | 5.2 | 1.6e-07 | 0.06 | 0.02 | 0.98 | FALSE |
9 | GTEx | Artery Aorta | SMDT1 | 0.37 | 0.49 | lasso | 7 | 0.48 | 1.9e-29 | -5.1 | 5.2 | 2.6e-07 | 0.07 | 0.02 | 0.97 | FALSE |
10 | GTEx | Artery Coronary | SMDT1 | 0.39 | 0.37 | lasso | 6 | 0.34 | 5.0e-12 | -5.2 | 5.4 | 7.1e-08 | 0.06 | 0.02 | 0.98 | FALSE |
11 | GTEx | Artery Tibial | SMDT1 | 0.37 | 0.45 | lasso | 6 | 0.45 | 2.7e-38 | -5.1 | 5.1 | 2.7e-07 | 0.06 | 0.02 | 0.98 | FALSE |
12 | GTEx | Artery Tibial | ARFGAP3 | 0.07 | 0.05 | enet | 11 | 0.04 | 2.2e-04 | 4.7 | 5.1 | 2.7e-07 | 0.13 | 0.73 | 0.01 | FALSE |
13 | GTEx | Brain Frontal Cortex BA9 | TTLL12 | 0.34 | 0.06 | enet | 21 | 0.10 | 1.6e-03 | 7.0 | 7.8 | 5.4e-15 | 0.68 | 0.02 | 0.75 | TRUE |
14 | GTEx | Breast Mammary Tissue | TSPO | 0.23 | 0.10 | lasso | 6 | 0.08 | 6.0e-05 | -6.1 | -5.7 | 1.4e-08 | -0.56 | 0.18 | 0.61 | FALSE |
15 | GTEx | Breast Mammary Tissue (Male) | SMDT1 | 0.40 | 0.38 | lasso | 1 | 0.38 | 1.2e-09 | -5.2 | 5.2 | 1.6e-07 | 0.06 | 0.02 | 0.98 | FALSE |
16 | GTEx | Breast Mammary Tissue (Female) | TSPO | 0.24 | 0.06 | lasso | 5 | 0.02 | 6.6e-02 | -6.1 | -5.8 | 7.2e-09 | -0.56 | 0.07 | 0.17 | FALSE |
17 | GTEx | Breast Mammary Tissue (Female) | SMDT1 | 0.50 | 0.38 | lasso | 5 | 0.36 | 1.1e-11 | -5.1 | 5.2 | 2.6e-07 | 0.06 | 0.02 | 0.98 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | TSPO | 0.31 | 0.16 | lasso | 3 | 0.26 | 3.2e-19 | -5.2 | -5.9 | 2.9e-09 | -0.50 | 0.98 | 0.02 | FALSE |
19 | GTEx | Colon Sigmoid | SMDT1 | 0.60 | 0.53 | enet | 24 | 0.52 | 3.1e-21 | -5.1 | 5.6 | 1.7e-08 | 0.05 | 0.02 | 0.98 | FALSE |
20 | GTEx | Colon Sigmoid | RP4-669P10.16 | 0.13 | 0.06 | lasso | 5 | 0.02 | 8.0e-02 | -5.3 | 5.4 | 6.9e-08 | 0.06 | 0.02 | 0.90 | FALSE |
21 | GTEx | Colon Sigmoid | ARFGAP3 | 0.16 | -0.01 | lasso | 5 | 0.00 | 3.9e-01 | -5.1 | 5.8 | 8.2e-09 | 0.01 | 0.16 | 0.04 | FALSE |
22 | GTEx | Colon Transverse | CYP2D7P1 | 0.13 | 0.11 | lasso | 10 | 0.09 | 4.1e-05 | -5.3 | 5.3 | 1.1e-07 | 0.06 | 0.02 | 0.97 | FALSE |
23 | GTEx | Colon Transverse | NDUFA6-AS1 | 0.13 | 0.08 | lasso | 3 | 0.08 | 1.9e-04 | -5.1 | 5.3 | 1.1e-07 | 0.09 | 0.02 | 0.97 | FALSE |
24 | GTEx | Esophagus Gastroesophageal Junction | SMDT1 | 0.40 | 0.57 | lasso | 7 | 0.58 | 3.4e-25 | -5.2 | 5.2 | 1.6e-07 | 0.06 | 0.02 | 0.98 | FALSE |
25 | GTEx | Esophagus Mucosa | CYP2D7P1 | 0.23 | 0.09 | lasso | 10 | 0.09 | 9.5e-07 | -5.3 | 5.6 | 1.8e-08 | 0.07 | 0.02 | 0.98 | FALSE |
26 | GTEx | Heart Atrial Appendage | SMDT1 | 0.13 | 0.14 | lasso | 6 | 0.10 | 2.9e-05 | -5.2 | 5.2 | 2.1e-07 | 0.06 | 0.02 | 0.98 | FALSE |
27 | GTEx | Heart Atrial Appendage | RP4-669P10.16 | 0.08 | 0.11 | lasso | 8 | 0.11 | 1.3e-05 | -5.1 | 5.2 | 1.6e-07 | 0.06 | 0.02 | 0.98 | FALSE |
28 | GTEx | Lung | SMDT1 | 0.47 | 0.45 | enet | 17 | 0.48 | 8.7e-41 | -5.1 | 5.6 | 2.0e-08 | 0.07 | 0.02 | 0.98 | FALSE |
29 | GTEx | Muscle Skeletal | RP4-669P10.16 | 0.07 | 0.06 | lasso | 4 | 0.06 | 5.7e-07 | -5.1 | 5.2 | 1.8e-07 | 0.06 | 0.02 | 0.98 | FALSE |
30 | GTEx | Nerve Tibial | TSPO | 0.33 | 0.26 | lasso | 6 | 0.28 | 8.4e-20 | -5.7 | -6.5 | 1.1e-10 | -0.59 | 0.95 | 0.05 | FALSE |
31 | GTEx | Nerve Tibial | RP4-669P10.16 | 0.06 | 0.08 | lasso | 2 | 0.05 | 1.2e-04 | -5.1 | 5.1 | 2.9e-07 | 0.06 | 0.02 | 0.97 | FALSE |
32 | GTEx | Ovary | SMDT1 | 0.55 | 0.70 | enet | 16 | 0.70 | 2.5e-23 | -5.2 | 5.2 | 2.1e-07 | 0.07 | 0.02 | 0.98 | FALSE |
33 | GTEx | Ovary | RP4-669P10.16 | 0.24 | 0.34 | lasso | 6 | 0.30 | 4.0e-08 | -5.1 | 5.3 | 1.3e-07 | 0.06 | 0.02 | 0.98 | FALSE |
34 | GTEx | Pancreas | SMDT1 | 0.46 | 0.37 | lasso | 7 | 0.39 | 1.0e-17 | -5.1 | 5.1 | 2.7e-07 | 0.07 | 0.02 | 0.98 | FALSE |
35 | GTEx | Prostate | SMDT1 | 0.44 | 0.34 | enet | 10 | 0.34 | 2.7e-09 | -5.2 | 5.2 | 2.5e-07 | 0.07 | 0.02 | 0.98 | FALSE |
36 | GTEx | Prostate | NDUFA6-AS1 | 0.26 | 0.05 | enet | 18 | 0.15 | 1.5e-04 | -5.1 | 5.2 | 1.7e-07 | 0.04 | 0.02 | 0.90 | FALSE |
37 | GTEx | Skin Not Sun Exposed Suprapubic | SMDT1 | 0.46 | 0.54 | lasso | 8 | 0.53 | 7.4e-34 | -5.1 | 5.2 | 2.2e-07 | 0.06 | 0.02 | 0.98 | FALSE |
38 | GTEx | Skin Sun Exposed Lower leg | SMDT1 | 0.49 | 0.63 | lasso | 5 | 0.64 | 4.0e-69 | -5.1 | 5.3 | 1.4e-07 | 0.06 | 0.02 | 0.98 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | CYP2D7P1 | 0.08 | 0.04 | enet | 10 | 0.07 | 2.0e-06 | -5.1 | 5.3 | 9.1e-08 | 0.08 | 0.02 | 0.96 | FALSE |
40 | GTEx | Stomach | SMDT1 | 0.47 | 0.52 | enet | 12 | 0.51 | 3.3e-28 | -5.1 | 5.1 | 2.9e-07 | 0.07 | 0.02 | 0.97 | FALSE |
41 | GTEx | Stomach | CYP2D7P1 | 0.22 | 0.10 | lasso | 14 | 0.07 | 2.7e-04 | -5.3 | 5.3 | 8.6e-08 | 0.08 | 0.02 | 0.95 | FALSE |
42 | GTEx | Testis | CYP2D6 | 0.17 | 0.12 | lasso | 5 | 0.09 | 6.0e-05 | -5.0 | 5.2 | 2.2e-07 | 0.06 | 0.03 | 0.96 | FALSE |
43 | GTEx | Testis | TTLL12 | 0.38 | 0.20 | enet | 31 | 0.28 | 6.3e-13 | -4.2 | 5.3 | 1.2e-07 | 0.24 | 1.00 | 0.00 | FALSE |
44 | GTEx | Testis | RP4-669P10.16 | 0.35 | 0.33 | enet | 28 | 0.36 | 8.9e-17 | -5.1 | 5.4 | 5.5e-08 | 0.06 | 0.02 | 0.98 | FALSE |
45 | GTEx | Thyroid | NDUFA6-AS1 | 0.21 | 0.16 | enet | 22 | 0.19 | 3.3e-14 | -5.1 | 5.8 | 7.0e-09 | 0.06 | 0.02 | 0.98 | TRUE |
46 | GTEx | Uterus | SMDT1 | 0.53 | 0.52 | lasso | 10 | 0.44 | 2.3e-10 | -5.1 | 5.2 | 1.6e-07 | 0.07 | 0.02 | 0.98 | FALSE |
47 | GTEx | Uterus | RRP7A | 0.44 | 0.07 | enet | 16 | 0.19 | 1.0e-04 | -3.7 | -5.2 | 1.7e-07 | -0.05 | 0.05 | 0.09 | FALSE |
48 | GTEx | Vagina | SMDT1 | 0.45 | 0.51 | lasso | 4 | 0.50 | 3.7e-13 | -5.1 | 5.2 | 1.5e-07 | 0.06 | 0.02 | 0.98 | FALSE |
49 | GTEx | Whole Blood | SMDT1 | 0.37 | 0.36 | lasso | 3 | 0.37 | 1.4e-35 | -5.1 | 5.2 | 2.1e-07 | 0.06 | 0.02 | 0.98 | FALSE |
50 | NTR | Blood | C22orf32 | 0.09 | 0.18 | lasso | 3 | 0.18 | 2.7e-54 | -5.2 | 5.2 | 2.6e-07 | 0.06 | 0.01 | 0.98 | FALSE |
51 | YFS | Blood | TSPO | 0.22 | 0.08 | bslmm | 550 | 0.11 | 2.5e-34 | 7.2 | 5.2 | 1.6e-07 | 0.76 | 0.00 | 1.00 | FALSE |
52 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | NAGA | 0.04 | 0.07 | enet | 3 | 0.07 | 1.1e-06 | -5.2 | 5.2 | 2.5e-07 | 0.04 | 0.01 | 0.99 | FALSE |
53 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ARFGAP3 | 0.05 | 0.05 | lasso | 5 | 0.06 | 6.5e-12 | 4.8 | 5.2 | 2.3e-07 | 0.14 | 0.03 | 0.96 | FALSE |
54 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C22orf32 | 0.11 | 0.16 | lasso | 3 | 0.16 | 3.0e-31 | -5.2 | 5.2 | 1.5e-07 | 0.06 | 0.00 | 0.99 | FALSE |
55 | The Cancer Genome Atlas | Colon Adenocarcinoma | C22orf32 | 0.11 | 0.13 | enet | 5 | 0.14 | 2.4e-08 | -5.2 | 5.4 | 8.4e-08 | 0.05 | 0.00 | 1.00 | FALSE |
56 | The Cancer Genome Atlas | Colon Adenocarcinoma | NAGA | 0.09 | 0.09 | enet | 7 | 0.11 | 7.0e-07 | 3.9 | 5.5 | 3.3e-08 | 0.00 | 0.06 | 0.88 | FALSE |
57 | The Cancer Genome Atlas | Glioblastoma Multiforme | C22orf32 | 0.14 | 0.07 | lasso | 4 | 0.07 | 3.1e-03 | -5.1 | 5.1 | 2.8e-07 | 0.06 | 0.00 | 0.70 | FALSE |
58 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C22orf32 | 0.20 | 0.24 | lasso | 2 | 0.24 | 1.1e-26 | -5.2 | 5.2 | 1.7e-07 | 0.06 | 0.00 | 0.99 | FALSE |
59 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C22orf32 | 0.10 | 0.10 | lasso | 4 | 0.11 | 8.4e-07 | -5.3 | 5.2 | 2.4e-07 | 0.06 | 0.00 | 0.99 | FALSE |
60 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TTLL12 | 0.16 | 0.00 | blup | 81 | 0.04 | 1.6e-03 | 1.1 | 5.2 | 1.8e-07 | 0.46 | 0.01 | 0.28 | FALSE |
61 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C22orf32 | 0.19 | 0.20 | blup | 13 | 0.20 | 1.9e-22 | -5.2 | 5.6 | 2.3e-08 | 0.06 | 0.00 | 0.99 | FALSE |
62 | The Cancer Genome Atlas | Lung Adenocarcinoma | C22orf32 | 0.16 | 0.18 | enet | 4 | 0.19 | 2.3e-21 | -5.2 | 5.2 | 1.6e-07 | 0.06 | 0.00 | 0.99 | FALSE |
63 | The Cancer Genome Atlas | Lung Adenocarcinoma | NAGA | 0.02 | 0.00 | blup | 18 | 0.01 | 1.5e-02 | -5.1 | 5.3 | 1.0e-07 | 0.02 | 0.01 | 0.77 | FALSE |
64 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C22orf32 | 0.08 | 0.04 | lasso | 2 | 0.04 | 2.1e-05 | -5.3 | 5.1 | 3.0e-07 | 0.06 | 0.00 | 0.99 | FALSE |
65 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | C22orf32 | 0.08 | 0.09 | lasso | 2 | 0.08 | 3.4e-06 | -5.3 | 5.3 | 1.0e-07 | 0.06 | 0.00 | 0.99 | FALSE |
66 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | C22orf32 | 0.15 | 0.15 | lasso | 2 | 0.15 | 9.6e-07 | -5.3 | 5.2 | 1.5e-07 | 0.06 | 0.00 | 0.99 | FALSE |
67 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | C22orf32 | 0.11 | 0.13 | lasso | 4 | 0.12 | 1.5e-05 | -5.1 | 5.1 | 2.8e-07 | 0.06 | 0.00 | 0.98 | FALSE |
68 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C22orf32 | 0.22 | 0.30 | lasso | 3 | 0.29 | 8.8e-31 | -5.2 | 5.2 | 2.4e-07 | 0.06 | 0.00 | 0.99 | FALSE |
69 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TTLL12 | 0.07 | 0.02 | blup | 83 | 0.05 | 9.9e-06 | -4.2 | 5.2 | 1.9e-07 | 0.24 | 0.24 | 0.06 | FALSE |
70 | The Cancer Genome Atlas | Rectum Adenocarcinoma | C22orf32 | 0.22 | 0.16 | lasso | 1 | 0.15 | 2.3e-04 | -5.3 | 5.3 | 1.1e-07 | 0.06 | 0.00 | 0.81 | FALSE |
71 | The Cancer Genome Atlas | Soft Tissue Sarcoma | C22orf32 | 0.12 | 0.11 | lasso | 3 | 0.11 | 4.0e-07 | -5.3 | 5.3 | 1.1e-07 | 0.06 | 0.00 | 1.00 | FALSE |
72 | The Cancer Genome Atlas | Stomach Adenocarcinoma | NAGA | 0.05 | 0.03 | lasso | 2 | 0.02 | 8.9e-03 | 3.9 | 5.2 | 1.6e-07 | -0.03 | 0.01 | 0.17 | FALSE |
73 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | C22orf32 | 0.34 | 0.25 | lasso | 4 | 0.25 | 2.0e-09 | -5.1 | 5.1 | 2.8e-07 | 0.06 | 0.00 | 0.99 | FALSE |