Best TWAS P=5.31e-29 · Best GWAS P=1.43e-43 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 | PTX3 | 0.06 | 0.08 | enet | 15 | 0.08 | 2.5e-10 | 4.5 | -6.7 | 2.1e-11 | -0.06 | 0.98 | 0.02 | FALSE |
2 | GTEx | Adipose Subcutaneous | RP11-538P18.2 | 0.15 | 0.15 | lasso | 7 | 0.18 | 9.4e-15 | -4.7 | 7.9 | 3.0e-15 | 0.60 | 0.97 | 0.03 | FALSE |
3 | GTEx | Adipose Subcutaneous | RP11-379F4.7 | 0.25 | 0.00 | enet | 18 | 0.05 | 3.6e-05 | -5.7 | -6.8 | 7.1e-12 | -0.36 | 0.41 | 0.04 | FALSE |
4 | GTEx | Adipose Visceral Omentum | RSRC1 | 0.16 | 0.08 | enet | 12 | 0.09 | 2.5e-05 | -12.6 | 9.3 | 1.3e-20 | 0.66 | 0.62 | 0.34 | FALSE |
5 | GTEx | Adipose Visceral Omentum | RP11-379F4.4 | 0.09 | 0.06 | lasso | 3 | 0.08 | 5.0e-05 | -5.2 | 6.1 | 1.1e-09 | 0.32 | 0.40 | 0.03 | FALSE |
6 | GTEx | Adipose Visceral Omentum | RP11-538P18.2 | 0.23 | 0.10 | enet | 22 | 0.16 | 1.2e-08 | -12.5 | 8.0 | 1.3e-15 | 0.57 | 0.85 | 0.15 | FALSE |
7 | GTEx | Artery Aorta | KCNAB1 | 0.15 | 0.14 | lasso | 6 | 0.14 | 7.4e-08 | -4.3 | 5.7 | 1.2e-08 | 0.01 | 0.91 | 0.00 | FALSE |
8 | GTEx | Artery Aorta | RSRC1 | 0.09 | 0.04 | lasso | 5 | 0.03 | 1.4e-02 | -9.6 | 10.0 | 2.1e-23 | 0.60 | 0.43 | 0.11 | FALSE |
9 | GTEx | Artery Aorta | RP11-538P18.2 | 0.11 | 0.09 | lasso | 3 | 0.08 | 2.9e-05 | -4.9 | 7.1 | 9.8e-13 | 0.57 | 0.86 | 0.08 | TRUE |
10 | GTEx | Artery Coronary | RP11-538P18.2 | 0.11 | 0.16 | lasso | 4 | 0.10 | 3.2e-04 | -9.7 | 9.6 | 5.5e-22 | 0.71 | 0.38 | 0.46 | FALSE |
11 | GTEx | Artery Tibial | TIPARP | 0.13 | 0.02 | enet | 17 | 0.05 | 8.2e-05 | 1.8 | 5.8 | 4.8e-09 | 0.06 | 0.44 | 0.22 | FALSE |
12 | GTEx | Artery Tibial | KCNAB1 | 0.14 | 0.04 | enet | 14 | 0.07 | 7.5e-06 | 4.8 | 5.7 | 1.4e-08 | 0.03 | 0.91 | 0.00 | FALSE |
13 | GTEx | Artery Tibial | RSRC1 | 0.13 | 0.13 | lasso | 6 | 0.11 | 3.5e-09 | -4.7 | 5.9 | 4.4e-09 | 0.48 | 0.99 | 0.01 | FALSE |
14 | GTEx | Artery Tibial | RP11-379F4.4 | 0.12 | 0.06 | lasso | 3 | 0.08 | 5.5e-07 | -5.2 | 6.4 | 1.6e-10 | 0.31 | 0.98 | 0.00 | FALSE |
15 | GTEx | Artery Tibial | RP11-538P18.2 | 0.17 | 0.14 | enet | 24 | 0.21 | 3.7e-16 | -4.7 | 7.7 | 1.3e-14 | 0.64 | 1.00 | 0.00 | FALSE |
16 | GTEx | Brain Cerebellar Hemisphere | RP11-538P18.2 | 0.17 | 0.11 | lasso | 4 | 0.04 | 4.1e-02 | -9.8 | 9.4 | 6.7e-21 | 0.67 | 0.10 | 0.18 | FALSE |
17 | GTEx | Brain Cerebellum | RP11-538P18.2 | 0.19 | 0.06 | enet | 18 | 0.10 | 8.0e-04 | 7.1 | 9.3 | 2.0e-20 | 0.72 | 0.17 | 0.53 | FALSE |
18 | GTEx | Brain Cortex | RSRC1 | 0.43 | 0.02 | lasso | 7 | 0.00 | 2.3e-01 | -8.9 | 8.0 | 1.9e-15 | 0.52 | 0.07 | 0.16 | FALSE |
19 | GTEx | Breast Mammary Tissue | RSRC1 | 0.14 | 0.10 | lasso | 6 | 0.13 | 4.9e-07 | -4.7 | 6.3 | 2.9e-10 | 0.43 | 0.88 | 0.10 | FALSE |
20 | GTEx | Breast Mammary Tissue | RP11-538P18.2 | 0.17 | 0.14 | lasso | 6 | 0.16 | 1.2e-08 | -4.7 | 5.2 | 1.9e-07 | 0.48 | 1.00 | 0.00 | FALSE |
21 | GTEx | Breast Mammary Tissue | RP11-379F4.7 | 0.10 | 0.02 | lasso | 10 | 0.02 | 2.9e-02 | -6.1 | -6.6 | 3.5e-11 | -0.38 | 0.36 | 0.05 | FALSE |
22 | GTEx | Breast Mammary Tissue (Male) | RSRC1 | 0.24 | 0.10 | lasso | 5 | 0.19 | 3.4e-05 | -4.7 | 5.9 | 4.1e-09 | 0.44 | 0.09 | 0.11 | FALSE |
23 | GTEx | Breast Mammary Tissue (Male) | LINC00886 | 0.17 | 0.03 | enet | 4 | 0.04 | 4.4e-02 | -4.9 | -5.4 | 8.0e-08 | 0.01 | 0.07 | 0.05 | FALSE |
24 | GTEx | Breast Mammary Tissue (Female) | RSRC1 | 0.24 | 0.05 | enet | 43 | 0.13 | 1.4e-04 | -4.9 | 8.4 | 5.6e-17 | 0.50 | 0.18 | 0.48 | FALSE |
25 | GTEx | Breast Mammary Tissue (Female) | RP11-538P18.2 | 0.20 | 0.14 | enet | 13 | 0.17 | 9.4e-06 | -5.5 | 5.7 | 9.5e-09 | 0.55 | 0.60 | 0.16 | FALSE |
26 | GTEx | Breast Mammary Tissue (Female) | RP11-379F4.7 | 0.12 | 0.00 | lasso | 3 | 0.01 | 2.1e-01 | -6.6 | -6.6 | 4.5e-11 | -0.34 | 0.08 | 0.25 | TRUE |
27 | GTEx | Cells Transformed fibroblasts | RP11-538P18.2 | 0.10 | 0.08 | enet | 10 | 0.13 | 5.1e-10 | -4.7 | 8.2 | 1.6e-16 | 0.63 | 0.99 | 0.01 | FALSE |
28 | GTEx | Colon Sigmoid | RP11-538P18.2 | 0.11 | 0.05 | lasso | 8 | 0.08 | 7.6e-04 | 4.1 | 5.3 | 1.1e-07 | 0.42 | 0.10 | 0.31 | FALSE |
29 | GTEx | Colon Transverse | SSR3 | 0.11 | 0.00 | enet | 22 | 0.01 | 9.2e-02 | -4.7 | 5.5 | 2.9e-08 | 0.12 | 0.06 | 0.06 | FALSE |
30 | GTEx | Esophagus Gastroesophageal Junction | RP11-538P18.2 | 0.21 | 0.12 | lasso | 4 | 0.12 | 3.5e-05 | -8.2 | 11.0 | 2.2e-28 | 0.74 | 0.20 | 0.67 | FALSE |
31 | GTEx | Esophagus Mucosa | RSRC1 | 0.09 | 0.02 | enet | 20 | 0.04 | 9.3e-04 | -12.6 | 8.0 | 1.9e-15 | 0.42 | 0.17 | 0.57 | FALSE |
32 | GTEx | Esophagus Mucosa | MLF1 | 0.22 | 0.30 | lasso | 5 | 0.28 | 2.6e-19 | 7.1 | 7.0 | 2.3e-12 | 0.56 | 1.00 | 0.00 | FALSE |
33 | GTEx | Esophagus Mucosa | RP11-538P18.2 | 0.12 | 0.10 | lasso | 5 | 0.14 | 1.9e-09 | -4.7 | 6.1 | 1.1e-09 | 0.48 | 0.48 | 0.51 | FALSE |
34 | GTEx | Esophagus Muscularis | RSRC1 | 0.06 | 0.09 | lasso | 3 | 0.10 | 1.7e-06 | -9.7 | -9.7 | 4.4e-22 | -0.70 | 0.41 | 0.44 | FALSE |
35 | GTEx | Esophagus Muscularis | RP11-379F4.4 | 0.17 | 0.09 | enet | 8 | 0.10 | 1.2e-06 | -6.9 | 7.4 | 1.6e-13 | 0.32 | 0.93 | 0.00 | FALSE |
36 | GTEx | Esophagus Muscularis | RP11-538P18.2 | 0.11 | 0.16 | lasso | 5 | 0.15 | 1.2e-09 | -9.7 | -8.7 | 2.8e-18 | -0.67 | 0.91 | 0.08 | FALSE |
37 | GTEx | Heart Atrial Appendage | MLF1 | 0.19 | 0.14 | enet | 17 | 0.12 | 7.5e-06 | 4.7 | -6.5 | 8.2e-11 | -0.41 | 0.98 | 0.00 | FALSE |
38 | GTEx | Heart Atrial Appendage | RP11-379F4.7 | 0.07 | 0.09 | enet | 11 | 0.01 | 1.4e-01 | -9.6 | -9.8 | 1.4e-22 | -0.69 | 0.25 | 0.25 | FALSE |
39 | GTEx | Heart Left Ventricle | MLF1 | 0.26 | 0.24 | lasso | 9 | 0.28 | 2.5e-15 | 4.8 | -5.2 | 1.8e-07 | -0.35 | 1.00 | 0.00 | FALSE |
40 | GTEx | Heart Left Ventricle | LINC00886 | 0.25 | 0.08 | lasso | 10 | 0.07 | 1.5e-04 | -5.1 | -5.4 | 6.1e-08 | 0.02 | 0.47 | 0.06 | FALSE |
41 | GTEx | Lung | RSRC1 | 0.09 | 0.05 | enet | 12 | 0.06 | 3.5e-05 | -5.3 | 5.9 | 3.9e-09 | 0.43 | 0.89 | 0.01 | TRUE |
42 | GTEx | Lung | RP11-379F4.4 | 0.10 | 0.06 | lasso | 3 | 0.06 | 1.7e-05 | -5.3 | 5.6 | 2.0e-08 | 0.27 | 0.79 | 0.01 | FALSE |
43 | GTEx | Lung | RP11-538P18.2 | 0.16 | 0.11 | enet | 17 | 0.17 | 6.6e-13 | -5.4 | 7.0 | 1.8e-12 | 0.62 | 1.00 | 0.00 | FALSE |
44 | GTEx | Lung | RP11-379F4.7 | 0.05 | 0.01 | lasso | 3 | 0.01 | 1.2e-01 | -12.6 | -9.8 | 7.0e-23 | -0.65 | 0.16 | 0.09 | FALSE |
45 | GTEx | Muscle Skeletal | RP11-538P18.2 | 0.09 | 0.08 | lasso | 2 | 0.05 | 1.3e-05 | -4.7 | 5.9 | 3.0e-09 | 0.49 | 0.96 | 0.03 | FALSE |
46 | GTEx | Nerve Tibial | RSRC1 | 0.10 | 0.15 | lasso | 3 | 0.12 | 9.9e-09 | -4.7 | 5.3 | 9.4e-08 | 0.45 | 0.97 | 0.03 | FALSE |
47 | GTEx | Nerve Tibial | RP11-538P18.2 | 0.21 | 0.18 | enet | 16 | 0.20 | 2.1e-14 | -4.7 | 6.9 | 3.9e-12 | 0.60 | 1.00 | 0.00 | FALSE |
48 | GTEx | Ovary | RP11-538P18.2 | 0.23 | 0.08 | lasso | 6 | 0.13 | 4.5e-04 | -4.7 | 10.4 | 2.4e-25 | 0.77 | 0.05 | 0.45 | FALSE |
49 | GTEx | Pancreas | RP11-538P18.2 | 0.14 | 0.02 | lasso | 11 | 0.02 | 5.3e-02 | -9.7 | 9.8 | 1.1e-22 | 0.73 | 0.12 | 0.52 | FALSE |
50 | GTEx | Skin Not Sun Exposed Suprapubic | RARRES1 | 0.15 | 0.09 | lasso | 4 | 0.15 | 1.9e-08 | -6.9 | 6.2 | 6.4e-10 | 0.25 | 0.72 | 0.02 | FALSE |
51 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-538P18.2 | 0.09 | 0.10 | enet | 13 | 0.12 | 6.8e-07 | -5.5 | 9.7 | 2.1e-22 | 0.72 | 0.62 | 0.38 | FALSE |
52 | GTEx | Skin Sun Exposed Lower leg | RSRC1 | 0.09 | 0.09 | lasso | 2 | 0.08 | 4.4e-07 | -4.7 | 5.2 | 2.2e-07 | 0.46 | 0.94 | 0.02 | TRUE |
53 | GTEx | Skin Sun Exposed Lower leg | RP11-379F4.4 | 0.18 | 0.11 | lasso | 9 | 0.14 | 6.7e-12 | -5.3 | 5.3 | 9.7e-08 | 0.22 | 1.00 | 0.00 | FALSE |
54 | GTEx | Skin Sun Exposed Lower leg | RP11-538P18.2 | 0.13 | 0.12 | enet | 11 | 0.14 | 7.8e-12 | -4.7 | 8.3 | 9.2e-17 | 0.64 | 1.00 | 0.00 | FALSE |
55 | GTEx | Stomach | RSRC1 | 0.08 | 0.06 | lasso | 3 | 0.07 | 2.9e-04 | -10.5 | 9.6 | 8.0e-22 | 0.74 | 0.44 | 0.44 | TRUE |
56 | GTEx | Testis | MFSD1 | 0.14 | 0.11 | enet | 9 | 0.12 | 4.5e-06 | -5.3 | 5.8 | 5.5e-09 | 0.30 | 0.77 | 0.02 | FALSE |
57 | GTEx | Thyroid | RSRC1 | 0.07 | 0.04 | lasso | 7 | 0.02 | 8.5e-03 | -12.6 | 11.2 | 5.3e-29 | 0.77 | 0.42 | 0.47 | TRUE |
58 | GTEx | Thyroid | RP11-379F4.4 | 0.15 | 0.07 | lasso | 3 | 0.08 | 1.9e-06 | -6.9 | 6.0 | 1.5e-09 | 0.27 | 0.97 | 0.00 | FALSE |
59 | GTEx | Thyroid | RP11-538P18.2 | 0.14 | 0.13 | lasso | 5 | 0.12 | 1.2e-09 | -4.7 | 8.9 | 6.3e-19 | 0.64 | 0.19 | 0.81 | FALSE |
60 | GTEx | Uterus | LINC00886 | 0.30 | 0.13 | lasso | 5 | 0.14 | 1.1e-03 | -4.9 | -5.2 | 2.3e-07 | -0.02 | 0.09 | 0.06 | FALSE |
61 | GTEx | Vagina | RP11-538P18.2 | 0.25 | 0.19 | lasso | 3 | 0.18 | 6.7e-05 | -9.9 | 9.6 | 8.9e-22 | 0.67 | 0.13 | 0.13 | FALSE |
62 | METSIM | Adipose | CCNL1 | 0.03 | 0.01 | blup | 432 | 0.02 | 9.6e-04 | -8.6 | -8.2 | 1.6e-16 | 0.03 | 0.07 | 0.92 | FALSE |
63 | METSIM | Adipose | MLF1 | 0.09 | 0.00 | blup | 399 | 0.04 | 1.1e-06 | -9.4 | -5.9 | 4.5e-09 | -0.20 | 0.54 | 0.02 | FALSE |
64 | METSIM | Adipose | VEPH1 | 0.05 | 0.02 | blup | 510 | 0.02 | 3.9e-04 | 3.6 | -9.5 | 1.9e-21 | -0.15 | 0.71 | 0.12 | TRUE |
65 | YFS | Blood | CCNL1 | 0.09 | 0.16 | bslmm | 434 | 0.17 | 3.0e-52 | -11.1 | -10.7 | 9.1e-27 | -0.02 | 0.02 | 0.98 | TRUE |
66 | YFS | Blood | MLF1 | 0.03 | 0.01 | enet | 53 | 0.02 | 4.3e-06 | -2.3 | 6.2 | 7.8e-10 | 0.31 | 0.44 | 0.07 | FALSE |
67 | YFS | Blood | RSRC1 | 0.13 | 0.13 | enet | 26 | 0.17 | 8.8e-54 | -5.5 | 5.5 | 4.1e-08 | 0.52 | 1.00 | 0.00 | FALSE |
68 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RSRC1 | 0.04 | 0.03 | enet | 11 | 0.04 | 4.5e-09 | -8.9 | 7.8 | 4.7e-15 | 0.63 | 0.83 | 0.17 | FALSE |
69 | The Cancer Genome Atlas | Colon Adenocarcinoma | MLF1 | 0.06 | 0.04 | blup | 45 | 0.04 | 2.0e-03 | 10.7 | 9.8 | 1.1e-22 | 0.75 | 0.00 | 0.88 | FALSE |
70 | The Cancer Genome Atlas | Colon Adenocarcinoma | RARRES1 | 0.22 | 0.09 | lasso | 2 | 0.07 | 8.5e-05 | -6.9 | -6.9 | 5.6e-12 | -0.28 | 0.00 | 1.00 | FALSE |
71 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SHOX2 | 0.09 | 0.01 | enet | 8 | 0.03 | 3.5e-04 | 12.4 | -9.9 | 2.6e-23 | -0.42 | 0.00 | 0.98 | TRUE |
72 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LOC100287227 | 0.09 | 0.02 | enet | 8 | 0.02 | 1.3e-03 | 3.3 | 7.2 | 5.9e-13 | 0.02 | 0.01 | 0.53 | TRUE |
73 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | RARRES1 | 0.09 | 0.06 | lasso | 2 | 0.05 | 1.1e-06 | -6.9 | -6.9 | 5.6e-12 | -0.28 | 0.00 | 1.00 | FALSE |
74 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RSRC1 | 0.05 | 0.03 | blup | 154 | 0.01 | 7.9e-03 | -8.2 | 9.7 | 4.5e-22 | 0.65 | 0.21 | 0.20 | FALSE |
75 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | KCNAB1 | 0.04 | 0.00 | blup | 215 | 0.01 | 9.6e-03 | -4.7 | -6.3 | 3.2e-10 | -0.03 | 0.06 | 0.12 | TRUE |
76 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RARRES1 | 0.05 | 0.02 | blup | 61 | 0.02 | 2.4e-03 | -6.2 | -6.4 | 1.8e-10 | -0.34 | 0.11 | 0.62 | TRUE |
77 | The Cancer Genome Atlas | Stomach Adenocarcinoma | LOC100287227 | 0.07 | 0.01 | blup | 47 | 0.02 | 9.8e-03 | -6.1 | 6.7 | 2.6e-11 | 0.02 | 0.02 | 0.23 | FALSE |
78 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | GFM1 | 0.28 | 0.16 | lasso | 7 | 0.14 | 1.5e-05 | 7.0 | 6.7 | 1.9e-11 | 0.52 | 0.00 | 0.99 | FALSE |
79 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | LEKR1 | 0.12 | 0.03 | blup | 114 | 0.03 | 2.5e-02 | -4.6 | 5.7 | 1.5e-08 | 0.03 | 0.02 | 0.54 | FALSE |
80 | The Cancer Genome Atlas | Thyroid Carcinoma | CCNL1 | 0.06 | 0.02 | lasso | 3 | 0.04 | 6.9e-05 | -9.4 | 7.2 | 6.5e-13 | 0.07 | 0.07 | 0.85 | FALSE |
81 | The Cancer Genome Atlas | Thyroid Carcinoma | RARRES1 | 0.04 | 0.03 | blup | 61 | 0.02 | 1.8e-03 | -6.1 | -6.8 | 7.6e-12 | -0.38 | 0.06 | 0.23 | FALSE |