Best TWAS P=5.56e-24 · Best GWAS P=2.39e-22 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 | ANXA11 | 0.15 | 0.11 | lasso | 10 | 0.16 | 3.6e-19 | -4.8 | 6.0 | 1.8e-09 | -0.47 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | DYDC2 | 0.13 | 0.13 | lasso | 2 | 0.12 | 7.9e-15 | -5.5 | 5.5 | 3.2e-08 | -0.24 | 1.00 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | MBL1P | 0.09 | 0.08 | lasso | 4 | 0.08 | 2.9e-10 | -5.6 | -5.3 | 1.1e-07 | 0.14 | 1.00 | 0.00 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | PLAC9 | 0.17 | 0.10 | lasso | 6 | 0.15 | 1.0e-17 | -5.6 | 6.2 | 5.4e-10 | -0.29 | 1.00 | 0.00 | FALSE |
5 | CommonMind | Brain Pre-frontal Cortex | SFTPD | 0.27 | 0.26 | enet | 17 | 0.31 | 7.0e-38 | 5.8 | -6.0 | 2.2e-09 | 0.09 | 1.00 | 0.00 | FALSE |
6 | CommonMind | Brain Pre-frontal Cortex | TSPAN14 | 0.15 | 0.13 | enet | 17 | 0.15 | 3.2e-18 | -7.8 | 9.7 | 2.6e-22 | -0.68 | 1.00 | 0.00 | TRUE |
7 | GTEx | Adipose Subcutaneous | BEND3P3 | 0.10 | 0.04 | enet | 14 | 0.06 | 5.2e-06 | -3.0 | 5.9 | 3.8e-09 | 0.00 | 0.31 | 0.23 | TRUE |
8 | GTEx | Adipose Subcutaneous | RP11-119F19.2 | 0.25 | 0.10 | enet | 38 | 0.22 | 1.8e-17 | -3.9 | 7.2 | 5.7e-13 | -0.12 | 0.98 | 0.02 | TRUE |
9 | GTEx | Adipose Subcutaneous | MBL1P | 0.24 | 0.18 | lasso | 9 | 0.19 | 2.6e-15 | -5.9 | -6.5 | 8.9e-11 | 0.18 | 1.00 | 0.00 | FALSE |
10 | GTEx | Artery Tibial | BEND3P3 | 0.22 | 0.07 | enet | 14 | 0.10 | 5.8e-08 | -2.0 | 5.2 | 2.1e-07 | -0.05 | 0.97 | 0.00 | FALSE |
11 | GTEx | Artery Tibial | RP11-119F19.2 | 0.20 | 0.06 | enet | 26 | 0.18 | 7.2e-14 | -2.2 | 7.0 | 3.3e-12 | -0.10 | 0.95 | 0.04 | FALSE |
12 | GTEx | Artery Tibial | MBL1P | 0.43 | 0.22 | lasso | 16 | 0.36 | 5.5e-29 | -5.6 | -5.7 | 1.5e-08 | 0.16 | 1.00 | 0.00 | FALSE |
13 | GTEx | Brain Caudate basal ganglia | SFTPD | 0.29 | 0.32 | lasso | 5 | 0.31 | 1.2e-09 | 5.8 | -6.6 | 3.4e-11 | 0.14 | 0.93 | 0.00 | FALSE |
14 | GTEx | Brain Cerebellar Hemisphere | RP11-773D16.1 | 0.34 | 0.09 | enet | 23 | 0.16 | 8.0e-05 | -5.3 | -5.2 | 1.9e-07 | 0.31 | 0.10 | 0.07 | FALSE |
15 | GTEx | Brain Cerebellum | TSPAN14 | 0.40 | 0.08 | enet | 37 | 0.16 | 2.3e-05 | 9.3 | -8.2 | 1.7e-16 | 0.61 | 0.12 | 0.72 | FALSE |
16 | GTEx | Brain Cerebellum | PLAC9 | 0.13 | 0.02 | enet | 14 | 0.01 | 1.4e-01 | -6.9 | 8.6 | 1.2e-17 | -0.63 | 0.14 | 0.19 | FALSE |
17 | GTEx | Brain Cortex | PLAC9 | 0.29 | 0.03 | enet | 28 | 0.12 | 4.6e-04 | 5.6 | 5.6 | 2.3e-08 | -0.40 | 0.14 | 0.12 | FALSE |
18 | GTEx | Brain Frontal Cortex BA9 | FAM213A | 0.29 | 0.13 | lasso | 4 | 0.10 | 1.0e-03 | -9.1 | -10.1 | 5.6e-24 | 0.77 | 0.03 | 0.86 | TRUE |
19 | GTEx | Brain Frontal Cortex BA9 | SFTPD | 0.35 | 0.13 | lasso | 9 | 0.19 | 1.2e-05 | 5.2 | -7.2 | 6.6e-13 | 0.15 | 0.50 | 0.04 | FALSE |
20 | GTEx | Brain Frontal Cortex BA9 | RP11-137H2.6 | 0.20 | 0.11 | lasso | 5 | 0.08 | 4.8e-03 | -9.5 | -8.9 | 3.7e-19 | 0.83 | 0.05 | 0.89 | FALSE |
21 | GTEx | Brain Nucleus accumbens basal ganglia | SFTPD | 0.30 | 0.30 | enet | 10 | 0.28 | 4.6e-08 | 5.4 | -7.2 | 8.6e-13 | 0.12 | 0.68 | 0.02 | FALSE |
22 | GTEx | Breast Mammary Tissue (Male) | MBL1P | 0.21 | 0.08 | enet | 8 | 0.11 | 1.7e-03 | -5.7 | -5.2 | 1.5e-07 | 0.14 | 0.14 | 0.06 | FALSE |
23 | GTEx | Cells EBV-transformed lymphocytes | RP11-119F19.2 | 0.32 | 0.11 | enet | 50 | 0.14 | 2.8e-05 | -3.2 | 5.7 | 1.3e-08 | -0.05 | 0.15 | 0.16 | FALSE |
24 | GTEx | Cells Transformed fibroblasts | FAM213A | 0.59 | 0.00 | enet | 3 | 0.00 | 4.6e-01 | 8.5 | 7.8 | 4.0e-15 | -0.59 | 0.15 | 0.14 | TRUE |
25 | GTEx | Esophagus Gastroesophageal Junction | BEND3P3 | 0.31 | 0.04 | enet | 15 | 0.03 | 3.6e-02 | -3.0 | 5.3 | 1.4e-07 | -0.07 | 0.20 | 0.05 | FALSE |
26 | GTEx | Esophagus Gastroesophageal Junction | RP11-119F19.2 | 0.21 | 0.12 | enet | 22 | 0.09 | 3.7e-04 | -2.8 | 5.8 | 8.7e-09 | -0.07 | 0.30 | 0.27 | FALSE |
27 | GTEx | Esophagus Mucosa | FAM213A | 0.23 | 0.25 | lasso | 3 | 0.25 | 1.4e-16 | -5.7 | -7.0 | 2.9e-12 | 0.66 | 0.94 | 0.06 | FALSE |
28 | GTEx | Esophagus Mucosa | TMEM254 | 0.14 | 0.05 | lasso | 3 | 0.06 | 5.0e-05 | -2.2 | -5.1 | 3.1e-07 | -0.02 | 0.30 | 0.03 | FALSE |
29 | GTEx | Esophagus Mucosa | MBL1P | 0.10 | 0.00 | enet | 16 | 0.02 | 1.5e-02 | 5.2 | -7.2 | 4.4e-13 | 0.45 | 0.10 | 0.65 | FALSE |
30 | GTEx | Esophagus Mucosa | RP11-137H2.6 | 0.22 | 0.17 | enet | 27 | 0.19 | 1.1e-12 | -5.2 | -7.3 | 3.5e-13 | 0.59 | 1.00 | 0.00 | FALSE |
31 | GTEx | Lung | TSPAN14 | 0.07 | 0.02 | lasso | 5 | 0.03 | 1.2e-03 | -6.4 | -9.0 | 1.6e-19 | 0.65 | 0.25 | 0.62 | FALSE |
32 | GTEx | Lung | SFTPD | 0.09 | 0.04 | enet | 27 | 0.03 | 2.1e-03 | -6.6 | 6.5 | 1.1e-10 | -0.22 | 0.42 | 0.06 | TRUE |
33 | GTEx | Lung | RP11-119F19.2 | 0.24 | 0.09 | lasso | 12 | 0.18 | 1.5e-13 | -4.6 | 6.0 | 1.7e-09 | -0.14 | 0.99 | 0.01 | FALSE |
34 | GTEx | Lung | RP11-506M13.3 | 0.08 | 0.01 | lasso | 3 | 0.02 | 1.3e-02 | 5.4 | 5.1 | 2.9e-07 | -0.11 | 0.25 | 0.34 | FALSE |
35 | GTEx | Muscle Skeletal | RP11-119F19.2 | 0.12 | 0.03 | lasso | 7 | 0.06 | 2.3e-06 | 4.1 | 6.6 | 4.1e-11 | -0.17 | 0.89 | 0.05 | FALSE |
36 | GTEx | Muscle Skeletal | MBL1P | 0.07 | 0.00 | enet | 20 | 0.01 | 2.0e-02 | -1.4 | -5.6 | 1.7e-08 | 0.31 | 0.31 | 0.19 | FALSE |
37 | GTEx | Nerve Tibial | RP11-119F19.2 | 0.18 | 0.11 | enet | 25 | 0.12 | 7.0e-09 | -3.9 | 6.4 | 1.8e-10 | -0.09 | 0.92 | 0.01 | FALSE |
38 | GTEx | Ovary | MBL1P | 0.31 | 0.16 | lasso | 3 | 0.22 | 4.4e-06 | -5.6 | -5.6 | 2.4e-08 | 0.15 | 0.26 | 0.05 | FALSE |
39 | GTEx | Pancreas | SFTPD | 0.18 | 0.15 | lasso | 8 | 0.10 | 4.5e-05 | -7.7 | -7.3 | 2.4e-13 | 0.08 | 0.42 | 0.03 | FALSE |
40 | GTEx | Pituitary | SFTPD | 0.32 | 0.25 | lasso | 7 | 0.32 | 8.4e-09 | -8.9 | -9.2 | 3.5e-20 | 0.13 | 0.56 | 0.03 | FALSE |
41 | GTEx | Pituitary | MBL1P | 0.49 | 0.05 | enet | 36 | 0.12 | 8.4e-04 | -4.3 | -6.2 | 5.3e-10 | 0.26 | 0.19 | 0.20 | FALSE |
42 | GTEx | Prostate | MBL1P | 0.24 | 0.02 | lasso | 5 | 0.01 | 2.1e-01 | -1.4 | -6.2 | 6.3e-10 | 0.47 | 0.05 | 0.10 | FALSE |
43 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-119F19.2 | 0.24 | 0.13 | enet | 11 | 0.20 | 5.1e-11 | -3.0 | 5.9 | 3.7e-09 | -0.09 | 0.99 | 0.00 | FALSE |
44 | GTEx | Skin Sun Exposed Lower leg | TSPAN14 | 0.13 | 0.04 | lasso | 4 | 0.06 | 1.9e-05 | -8.1 | -7.5 | 8.4e-14 | 0.42 | 0.60 | 0.07 | FALSE |
45 | GTEx | Skin Sun Exposed Lower leg | BEND3P3 | 0.19 | 0.02 | enet | 33 | 0.07 | 1.7e-06 | -3.0 | 6.2 | 7.5e-10 | -0.02 | 0.66 | 0.08 | FALSE |
46 | GTEx | Skin Sun Exposed Lower leg | RP11-119F19.2 | 0.25 | 0.15 | enet | 30 | 0.18 | 5.5e-15 | -3.0 | 6.9 | 6.4e-12 | -0.12 | 1.00 | 0.00 | FALSE |
47 | GTEx | Spleen | RP11-119F19.2 | 0.33 | 0.02 | lasso | 7 | 0.06 | 1.5e-02 | 4.1 | 5.8 | 7.5e-09 | -0.12 | 0.03 | 0.67 | FALSE |
48 | GTEx | Stomach | RP11-119F19.2 | 0.20 | 0.14 | enet | 32 | 0.10 | 2.1e-05 | -3.9 | 5.6 | 2.3e-08 | 0.02 | 0.54 | 0.05 | FALSE |
49 | GTEx | Testis | FAM213A | 0.14 | 0.08 | lasso | 4 | 0.02 | 2.7e-02 | 9.3 | -9.5 | 1.7e-21 | 0.75 | 0.09 | 0.78 | FALSE |
50 | GTEx | Thyroid | TSPAN14 | 0.11 | 0.05 | lasso | 5 | 0.07 | 8.4e-06 | -7.4 | -7.6 | 2.5e-14 | 0.56 | 0.59 | 0.40 | FALSE |
51 | GTEx | Thyroid | FAM213A | 0.11 | 0.05 | lasso | 8 | 0.06 | 1.4e-05 | -8.5 | -9.3 | 1.3e-20 | 0.74 | 0.34 | 0.59 | FALSE |
52 | GTEx | Thyroid | RP11-137H2.6 | 0.10 | 0.03 | enet | 26 | 0.05 | 1.8e-04 | -5.2 | -5.7 | 1.0e-08 | 0.60 | 0.67 | 0.25 | FALSE |
53 | GTEx | Whole Blood | TSPAN14 | 0.08 | 0.08 | enet | 12 | 0.07 | 7.6e-07 | 8.2 | -8.8 | 2.0e-18 | 0.79 | 0.03 | 0.97 | FALSE |
54 | METSIM | Adipose | FAM213A | 0.04 | 0.01 | enet | 22 | 0.01 | 2.9e-02 | -4.2 | 5.6 | 2.0e-08 | -0.47 | 0.12 | 0.59 | FALSE |
55 | METSIM | Adipose | NUTM2B | 0.12 | 0.16 | lasso | 4 | 0.15 | 3.6e-22 | -5.5 | 5.5 | 4.5e-08 | -0.08 | 1.00 | 0.00 | FALSE |
56 | METSIM | Adipose | RP11-137H2.6 | 0.11 | 0.11 | lasso | 9 | 0.11 | 1.1e-16 | 9.1 | 8.7 | 2.5e-18 | -0.63 | 0.33 | 0.67 | FALSE |
57 | METSIM | Adipose | TSPAN14 | 0.06 | 0.01 | blup | 570 | 0.02 | 2.5e-04 | -9.6 | -7.8 | 4.0e-15 | 0.58 | 0.03 | 0.97 | FALSE |
58 | NTR | Blood | C10orf58 | 0.02 | 0.01 | blup | 565 | 0.01 | 2.7e-03 | -9.5 | 7.8 | 4.1e-15 | -0.69 | 0.04 | 0.94 | FALSE |
59 | ROSMAP | Brain Pre-frontal Cortex | ANXA11 | 0.18 | 0.19 | lasso | 4 | 0.20 | 1.9e-24 | -4.5 | 5.5 | 4.1e-08 | -0.47 | 1.00 | 0.00 | FALSE |
60 | ROSMAP | Brain Pre-frontal Cortex | FAM213A | 0.03 | 0.01 | blup | 556 | 0.02 | 2.2e-03 | -5.3 | -8.2 | 2.3e-16 | 0.63 | 0.45 | 0.32 | FALSE |
61 | ROSMAP | Brain Pre-frontal Cortex | PLAC9 | 0.21 | 0.17 | lasso | 14 | 0.21 | 5.5e-27 | 5.6 | 7.9 | 2.1e-15 | -0.46 | 1.00 | 0.00 | TRUE |
62 | YFS | Blood | TSPAN14 | 0.31 | 0.34 | lasso | 7 | 0.38 | 8.3e-132 | -8.1 | -8.1 | 4.0e-16 | 0.51 | 1.00 | 0.00 | FALSE |
63 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | MBL1P | 0.07 | 0.02 | blup | 61 | 0.04 | 1.1e-04 | -3.2 | 6.9 | 3.8e-12 | -0.04 | 0.04 | 0.13 | TRUE |
64 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C10orf58 | 0.02 | 0.03 | enet | 2 | 0.02 | 1.1e-05 | 9.3 | -9.7 | 3.9e-22 | 0.75 | 0.28 | 0.70 | FALSE |
65 | The Cancer Genome Atlas | Breast Invasive Carcinoma | DYDC1 | 0.02 | 0.02 | blup | 41 | 0.02 | 2.8e-05 | -5.3 | 5.2 | 1.6e-07 | -0.50 | 0.93 | 0.04 | FALSE |
66 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C10orf58 | 0.03 | 0.01 | blup | 65 | 0.01 | 2.9e-02 | -5.5 | -8.6 | 6.4e-18 | 0.72 | 0.05 | 0.27 | FALSE |
67 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | C10orf58 | 0.04 | 0.01 | blup | 65 | 0.02 | 6.9e-03 | -4.3 | -8.3 | 9.4e-17 | 0.60 | 0.08 | 0.22 | FALSE |
68 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MBL1P | 0.04 | 0.01 | blup | 61 | 0.04 | 6.7e-05 | -6.6 | -5.6 | 1.8e-08 | 0.13 | 0.16 | 0.10 | FALSE |
69 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SFTPD | 0.07 | 0.04 | blup | 58 | 0.03 | 1.7e-04 | -8.9 | -7.7 | 1.4e-14 | 0.12 | 0.00 | 1.00 | FALSE |
70 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | MBL1P | 0.11 | 0.09 | lasso | 7 | 0.09 | 1.1e-05 | 5.3 | -5.2 | 2.1e-07 | 0.13 | 0.67 | 0.15 | FALSE |
71 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PLAC9 | 0.12 | 0.07 | blup | 61 | 0.11 | 1.6e-12 | -5.2 | 6.4 | 1.8e-10 | -0.30 | 0.26 | 0.74 | FALSE |
72 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | DYDC2 | 0.11 | 0.02 | enet | 4 | 0.06 | 1.3e-03 | -5.5 | 8.8 | 1.6e-18 | -0.56 | 0.01 | 0.84 | FALSE |
73 | The Cancer Genome Atlas | Lung Adenocarcinoma | DYDC1 | 0.02 | 0.01 | blup | 41 | 0.01 | 9.4e-03 | -5.7 | 6.7 | 2.7e-11 | -0.59 | 0.04 | 0.56 | FALSE |
74 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C10orf57 | 0.06 | 0.00 | blup | 43 | 0.01 | 9.9e-03 | -4.3 | -5.5 | 4.9e-08 | 0.22 | 0.01 | 0.09 | FALSE |
75 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SFTPD | 0.07 | 0.02 | enet | 10 | 0.04 | 1.3e-04 | -6.6 | -6.8 | 7.7e-12 | 0.12 | 0.06 | 0.52 | FALSE |
76 | The Cancer Genome Atlas | Soft Tissue Sarcoma | TSPAN14 | 0.17 | 0.02 | blup | 84 | 0.04 | 1.9e-03 | 9.3 | 7.2 | 6.7e-13 | -0.62 | 0.03 | 0.48 | FALSE |
77 | The Cancer Genome Atlas | Thyroid Carcinoma | C10orf58 | 0.07 | 0.00 | blup | 65 | 0.03 | 3.8e-04 | -9.3 | -8.2 | 1.6e-16 | 0.61 | 0.09 | 0.36 | FALSE |
78 | The Cancer Genome Atlas | Thyroid Carcinoma | TSPAN14 | 0.12 | 0.12 | enet | 9 | 0.12 | 7.4e-12 | -4.5 | -6.5 | 7.8e-11 | 0.59 | 0.98 | 0.02 | FALSE |