Best TWAS P=2.17e-79 · Best GWAS P=6.49e-80 conditioned to 1
# | 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 | A4GALT | 0.20 | 0.04 | enet | 33 | 0.13 | 2.9e-15 | 0.46 | 6.4 | 1.2e-10 | 0.11 | 1.00 | 0.00 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | ARFGAP3 | 0.11 | 0.06 | blup | 550 | 0.05 | 1.1e-06 | -16.20 | -11.3 | 8.5e-30 | -0.58 | 0.98 | 0.02 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | PACSIN2 | 0.07 | 0.05 | lasso | 3 | 0.04 | 7.7e-06 | 16.91 | -18.5 | 3.5e-76 | -0.96 | 0.03 | 0.97 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | TTLL1 | 0.13 | 0.08 | lasso | 3 | 0.12 | 5.3e-14 | -7.49 | -10.5 | 9.1e-26 | -0.53 | 1.00 | 0.00 | FALSE |
5 | CommonMind | Brain Pre-frontal Cortex | TTLL12 | 0.43 | 0.15 | lasso | 12 | 0.27 | 1.9e-33 | 5.31 | 5.7 | 9.5e-09 | 0.01 | 1.00 | 0.00 | FALSE |
6 | GTEx | Adipose Subcutaneous | A4GALT | 0.18 | 0.05 | enet | 35 | 0.15 | 4.1e-12 | -1.18 | 6.6 | 5.2e-11 | -0.11 | 0.58 | 0.02 | TRUE |
7 | GTEx | Adipose Subcutaneous | ARFGAP3 | 0.07 | 0.07 | enet | 7 | 0.05 | 3.5e-05 | -16.67 | -17.7 | 9.3e-70 | -0.83 | 0.37 | 0.62 | TRUE |
8 | GTEx | Adipose Visceral Omentum | PACSIN2 | 0.14 | 0.01 | enet | 36 | 0.02 | 4.9e-02 | 17.82 | -7.0 | 2.8e-12 | -0.55 | 0.06 | 0.72 | FALSE |
9 | GTEx | Adipose Visceral Omentum | RRP7A | 0.46 | 0.07 | enet | 36 | 0.15 | 3.4e-08 | 1.54 | 6.0 | 2.2e-09 | 0.15 | 0.90 | 0.01 | TRUE |
10 | GTEx | Adipose Visceral Omentum | ARFGAP3 | 0.12 | 0.11 | enet | 18 | 0.09 | 1.4e-05 | -16.86 | -14.9 | 5.0e-50 | -0.75 | 0.70 | 0.27 | TRUE |
11 | GTEx | Adrenal Gland | RRP7A | 0.39 | 0.05 | enet | 22 | 0.19 | 3.0e-07 | -1.45 | 5.8 | 6.2e-09 | 0.21 | 0.24 | 0.18 | FALSE |
12 | GTEx | Artery Aorta | PACSIN2 | 0.10 | 0.07 | lasso | 1 | 0.04 | 1.7e-03 | -16.17 | -16.2 | 8.8e-59 | -0.74 | 0.41 | 0.50 | FALSE |
13 | GTEx | Artery Coronary | CYP2D8P1 | 0.13 | 0.01 | lasso | 3 | 0.04 | 1.3e-02 | -4.17 | 5.2 | 1.5e-07 | -0.05 | 0.14 | 0.08 | FALSE |
14 | GTEx | Artery Tibial | FAM109B | 0.16 | 0.08 | enet | 32 | 0.10 | 4.9e-08 | -4.00 | 5.8 | 7.2e-09 | -0.03 | 0.97 | 0.00 | TRUE |
15 | GTEx | Artery Tibial | ARFGAP3 | 0.07 | 0.05 | enet | 11 | 0.04 | 2.2e-04 | -16.86 | -15.1 | 2.6e-51 | -0.77 | 0.38 | 0.48 | FALSE |
16 | GTEx | Brain Caudate basal ganglia | CSDC2 | 0.13 | 0.03 | enet | 9 | 0.08 | 2.0e-03 | -3.99 | -5.7 | 1.2e-08 | 0.01 | 0.07 | 0.66 | TRUE |
17 | GTEx | Brain Cerebellar Hemisphere | SMDT1 | 0.63 | 0.38 | enet | 28 | 0.44 | 8.8e-13 | -4.07 | 5.7 | 1.1e-08 | -0.01 | 0.98 | 0.01 | TRUE |
18 | GTEx | Brain Cerebellum | SLC25A5P1 | 0.24 | 0.11 | enet | 16 | 0.14 | 7.3e-05 | 3.84 | -5.3 | 9.6e-08 | -0.10 | 0.35 | 0.05 | FALSE |
19 | GTEx | Brain Cortex | TTLL1 | 0.23 | 0.28 | lasso | 2 | 0.24 | 2.6e-07 | -10.11 | 10.1 | 6.6e-24 | 0.52 | 0.48 | 0.17 | FALSE |
20 | GTEx | Brain Frontal Cortex BA9 | TTLL12 | 0.34 | 0.06 | enet | 21 | 0.10 | 1.6e-03 | 5.31 | -5.2 | 1.6e-07 | -0.49 | 0.06 | 0.40 | FALSE |
21 | GTEx | Brain Frontal Cortex BA9 | POLR3H | 0.13 | 0.09 | lasso | 7 | 0.04 | 3.4e-02 | -5.17 | -5.2 | 2.7e-07 | -0.09 | 0.04 | 0.79 | FALSE |
22 | GTEx | Brain Nucleus accumbens basal ganglia | TTLL12 | 0.29 | -0.01 | lasso | 7 | 0.02 | 8.3e-02 | -6.29 | -8.7 | 3.0e-18 | -0.63 | 0.05 | 0.39 | FALSE |
23 | GTEx | Brain Putamen basal ganglia | POLR3H | 0.23 | 0.06 | enet | 20 | 0.04 | 4.5e-02 | -5.13 | -5.2 | 2.3e-07 | -0.07 | 0.05 | 0.56 | FALSE |
24 | GTEx | Breast Mammary Tissue | ARFGAP3 | 0.15 | 0.12 | lasso | 2 | 0.08 | 9.7e-05 | -16.20 | -16.2 | 4.9e-59 | -0.74 | 0.82 | 0.13 | FALSE |
25 | GTEx | Breast Mammary Tissue (Female) | ARFGAP3 | 0.18 | 0.11 | lasso | 6 | 0.05 | 1.2e-02 | -15.87 | -16.8 | 4.7e-63 | -0.79 | 0.09 | 0.44 | FALSE |
26 | GTEx | Cells EBV-transformed lymphocytes | PACSIN2 | 0.25 | 0.17 | enet | 15 | 0.11 | 1.7e-04 | 18.78 | -18.9 | 2.2e-79 | -0.89 | 0.03 | 0.95 | TRUE |
27 | GTEx | Colon Sigmoid | ARFGAP3 | 0.16 | -0.01 | lasso | 5 | 0.00 | 3.9e-01 | 18.77 | -14.0 | 2.2e-44 | -0.80 | 0.05 | 0.72 | FALSE |
28 | GTEx | Esophagus Mucosa | A4GALT | 0.25 | 0.10 | enet | 61 | 0.13 | 6.8e-09 | 0.20 | 5.3 | 1.1e-07 | -0.11 | 0.99 | 0.00 | FALSE |
29 | GTEx | Esophagus Mucosa | ARFGAP3 | 0.12 | 0.10 | lasso | 4 | 0.07 | 1.2e-05 | -15.87 | -15.7 | 9.3e-56 | -0.75 | 0.93 | 0.06 | FALSE |
30 | GTEx | Lung | A4GALT | 0.17 | 0.01 | enet | 18 | 0.03 | 1.5e-03 | 3.45 | 5.7 | 1.2e-08 | 0.00 | 0.28 | 0.04 | TRUE |
31 | GTEx | Lung | ARFGAP3 | 0.12 | 0.01 | lasso | 3 | 0.03 | 3.8e-03 | -16.82 | -13.1 | 2.9e-39 | -0.58 | 0.14 | 0.54 | FALSE |
32 | GTEx | Muscle Skeletal | ARFGAP3 | 0.07 | 0.03 | lasso | 4 | 0.04 | 1.1e-04 | -2.11 | -9.3 | 1.6e-20 | -0.49 | 0.52 | 0.10 | FALSE |
33 | GTEx | Ovary | PACSIN2 | 0.25 | 0.16 | lasso | 7 | 0.11 | 1.2e-03 | -16.67 | -16.4 | 4.1e-60 | -0.74 | 0.10 | 0.43 | FALSE |
34 | GTEx | Ovary | RRP7A | 0.62 | 0.04 | lasso | 9 | 0.06 | 1.4e-02 | -1.54 | -5.2 | 2.3e-07 | -0.28 | 0.04 | 0.08 | TRUE |
35 | GTEx | Prostate | SERHL2 | 0.22 | 0.08 | enet | 33 | 0.03 | 7.7e-02 | -3.29 | 6.1 | 1.1e-09 | 0.37 | 0.05 | 0.22 | FALSE |
36 | GTEx | Prostate | RN7SKP80 | 0.19 | 0.22 | lasso | 4 | 0.23 | 2.1e-06 | 18.80 | 18.4 | 1.0e-75 | 0.95 | 0.04 | 0.80 | FALSE |
37 | GTEx | Skin Not Sun Exposed Suprapubic | ARFGAP3 | 0.11 | 0.00 | enet | 8 | 0.01 | 9.4e-02 | -16.14 | -12.7 | 3.8e-37 | -0.71 | 0.09 | 0.50 | FALSE |
38 | GTEx | Skin Sun Exposed Lower leg | RRP7B | 0.18 | 0.04 | enet | 25 | 0.12 | 4.2e-10 | -2.29 | -6.2 | 6.0e-10 | -0.30 | 0.88 | 0.05 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | SERHL2 | 0.11 | 0.04 | enet | 17 | 0.06 | 8.6e-06 | -2.29 | -6.9 | 6.4e-12 | -0.35 | 0.54 | 0.19 | TRUE |
40 | GTEx | Skin Sun Exposed Lower leg | RN7SKP80 | 0.12 | 0.00 | enet | 45 | 0.01 | 2.3e-02 | -2.20 | -9.2 | 2.4e-20 | -0.46 | 0.05 | 0.66 | FALSE |
41 | GTEx | Skin Sun Exposed Lower leg | ARFGAP3 | 0.09 | 0.04 | lasso | 5 | 0.04 | 2.7e-04 | -16.31 | -16.5 | 3.7e-61 | -0.76 | 0.47 | 0.51 | FALSE |
42 | GTEx | Spleen | CYB5R3 | 0.33 | 0.01 | enet | 26 | 0.14 | 2.3e-04 | 3.40 | 6.5 | 7.5e-11 | 0.06 | 0.07 | 0.06 | TRUE |
43 | GTEx | Spleen | PACSIN2 | 0.37 | 0.11 | lasso | 13 | 0.11 | 9.0e-04 | 17.80 | 17.1 | 2.7e-65 | 0.91 | 0.07 | 0.75 | TRUE |
44 | GTEx | Stomach | DESI1 | 0.12 | 0.07 | enet | 14 | 0.06 | 4.9e-04 | -5.17 | -5.2 | 2.3e-07 | -0.07 | 0.07 | 0.92 | FALSE |
45 | GTEx | Testis | A4GALT | 0.31 | 0.16 | lasso | 4 | 0.27 | 3.2e-12 | 7.95 | 6.5 | 7.6e-11 | 0.13 | 1.00 | 0.00 | FALSE |
46 | GTEx | Testis | RRP7B | 0.19 | 0.02 | enet | 35 | 0.04 | 4.6e-03 | 7.03 | -7.0 | 3.0e-12 | -0.23 | 0.12 | 0.04 | FALSE |
47 | GTEx | Thyroid | ARFGAP3 | 0.20 | 0.21 | lasso | 5 | 0.22 | 1.1e-16 | -16.17 | -16.8 | 1.9e-63 | -0.78 | 1.00 | 0.00 | FALSE |
48 | GTEx | Whole Blood | A4GALT | 0.20 | 0.07 | enet | 7 | 0.05 | 3.5e-05 | 6.16 | 6.5 | 6.2e-11 | -0.11 | 0.98 | 0.00 | FALSE |
49 | GTEx | Whole Blood | ARFGAP3 | 0.07 | 0.10 | enet | 6 | 0.09 | 4.7e-09 | -16.88 | 16.9 | 5.0e-64 | 0.80 | 1.00 | 0.00 | FALSE |
50 | NTR | Blood | PACSIN2 | 0.02 | 0.00 | bslmm | 595 | 0.01 | 1.5e-03 | -16.70 | 9.6 | 5.4e-22 | 0.38 | 0.79 | 0.01 | FALSE |
51 | YFS | Blood | A4GALT | 0.30 | 0.21 | bslmm | 477 | 0.22 | 1.5e-68 | 6.16 | 5.9 | 4.4e-09 | -0.12 | 1.00 | 0.00 | TRUE |
52 | YFS | Blood | PACSIN2 | 0.06 | 0.07 | enet | 20 | 0.08 | 8.9e-26 | 18.78 | -17.4 | 4.4e-68 | -0.95 | 0.02 | 0.98 | TRUE |
53 | The Cancer Genome Atlas | Breast Invasive Carcinoma | A4GALT | 0.03 | 0.01 | enet | 12 | 0.03 | 2.8e-06 | 2.99 | 7.2 | 4.5e-13 | 0.33 | 0.02 | 0.68 | FALSE |
54 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ARFGAP3 | 0.05 | 0.05 | lasso | 5 | 0.06 | 6.5e-12 | -16.82 | -17.1 | 1.0e-65 | -0.85 | 0.04 | 0.96 | FALSE |
55 | The Cancer Genome Atlas | Breast Invasive Carcinoma | BIK | 0.01 | 0.00 | blup | 72 | 0.01 | 1.1e-02 | -7.49 | 6.1 | 1.1e-09 | 0.38 | 0.01 | 0.55 | FALSE |
56 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | ARFGAP3 | 0.05 | 0.00 | blup | 74 | 0.01 | 3.7e-02 | 17.82 | -13.6 | 6.6e-42 | -0.64 | 0.01 | 0.74 | FALSE |
57 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TTLL1 | 0.05 | 0.00 | blup | 75 | 0.01 | 1.7e-02 | 18.80 | 7.6 | 2.1e-14 | 0.59 | 0.01 | 0.29 | FALSE |
58 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ACO2 | 0.03 | 0.01 | blup | 41 | 0.04 | 3.9e-03 | 4.17 | -5.3 | 1.2e-07 | -0.08 | 0.02 | 0.52 | TRUE |
59 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | MCAT | 0.15 | 0.09 | lasso | 2 | 0.11 | 6.6e-07 | -6.29 | 5.5 | 4.1e-08 | 0.04 | 0.02 | 0.98 | FALSE |
60 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TTLL12 | 0.16 | 0.00 | blup | 81 | 0.04 | 1.6e-03 | 2.62 | 5.3 | 1.1e-07 | -0.05 | 0.02 | 0.04 | TRUE |
61 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TTLL1 | 0.12 | 0.11 | lasso | 3 | 0.12 | 3.6e-13 | -3.80 | 7.1 | 1.7e-12 | 0.45 | 1.00 | 0.00 | FALSE |
62 | The Cancer Genome Atlas | Lung Adenocarcinoma | A4GALT | 0.04 | 0.01 | blup | 66 | 0.02 | 1.5e-03 | 1.99 | 8.3 | 7.1e-17 | 0.12 | 0.01 | 0.69 | TRUE |
63 | The Cancer Genome Atlas | Lung Adenocarcinoma | ARFGAP3 | 0.11 | 0.06 | enet | 21 | 0.08 | 2.0e-09 | -16.22 | -10.0 | 1.3e-23 | -0.62 | 0.33 | 0.67 | FALSE |
64 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ARFGAP3 | 0.06 | 0.04 | lasso | 4 | 0.04 | 7.1e-06 | -16.14 | -16.5 | 3.1e-61 | -0.75 | 0.84 | 0.16 | FALSE |
65 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PHF5A | 0.03 | 0.00 | blup | 30 | 0.01 | 2.9e-02 | -4.91 | -5.5 | 5.1e-08 | -0.09 | 0.01 | 0.51 | FALSE |
66 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | ARFGAP3 | 0.21 | 0.03 | enet | 26 | 0.05 | 2.2e-04 | -8.97 | -9.7 | 2.7e-22 | -0.52 | 0.11 | 0.48 | FALSE |
67 | The Cancer Genome Atlas | Prostate Adenocarcinoma | A4GALT | 0.07 | 0.03 | blup | 66 | 0.04 | 3.8e-05 | -1.18 | -8.3 | 8.8e-17 | 0.05 | 0.04 | 0.11 | TRUE |
68 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ARFGAP3 | 0.06 | 0.07 | blup | 74 | 0.07 | 5.4e-08 | -16.13 | -12.9 | 4.8e-38 | -0.58 | 0.80 | 0.19 | TRUE |
69 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | ARFGAP3 | 0.12 | 0.09 | lasso | 5 | 0.05 | 8.7e-03 | -16.88 | -16.7 | 9.7e-63 | -0.79 | 0.09 | 0.20 | FALSE |
70 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | POLR3H | 0.10 | 0.02 | blup | 23 | 0.06 | 3.4e-03 | -5.32 | 5.4 | 7.4e-08 | 0.08 | 0.01 | 0.78 | FALSE |
71 | The Cancer Genome Atlas | Thyroid Carcinoma | ARFGAP3 | 0.12 | 0.12 | lasso | 3 | 0.12 | 2.5e-11 | -16.14 | -16.2 | 4.9e-59 | -0.75 | 0.99 | 0.01 | FALSE |
72 | The Cancer Genome Atlas | Thyroid Carcinoma | BIK | 0.11 | 0.07 | lasso | 5 | 0.08 | 2.8e-08 | -6.10 | 6.3 | 3.4e-10 | 0.05 | 0.99 | 0.00 | TRUE |