Best TWAS P=9.21e-14 · Best GWAS P=2.87e-15 conditioned to 0.000587
# | 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 | CORO7 | 0.08 | 0.08 | lasso | 2 | 0.06 | 4.3e-08 | 5.7 | -5.8 | 8.8e-09 | -0.05 | 0.01 | 0.99 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | DNASE1 | 0.07 | 0.02 | lasso | 4 | 0.02 | 4.6e-04 | -5.7 | 6.6 | 3.7e-11 | -0.37 | 0.35 | 0.64 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | SLC9A3R2 | 0.15 | 0.09 | enet | 7 | 0.10 | 7.8e-12 | -5.6 | 6.1 | 8.5e-10 | 0.06 | 0.00 | 1.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | NMRAL1 | 0.31 | 0.33 | lasso | 4 | 0.35 | 9.0e-30 | 5.1 | 5.2 | 1.8e-07 | 0.00 | 0.19 | 0.81 | FALSE |
5 | GTEx | Adipose Visceral Omentum | NMRAL1 | 0.36 | 0.27 | enet | 20 | 0.27 | 3.7e-14 | 4.8 | 5.7 | 1.4e-08 | 0.05 | 0.44 | 0.55 | FALSE |
6 | GTEx | Adipose Visceral Omentum | NLRC3 | 0.18 | 0.14 | lasso | 3 | 0.10 | 4.9e-06 | -6.2 | -6.3 | 3.6e-10 | 0.26 | 0.83 | 0.03 | FALSE |
7 | GTEx | Adipose Visceral Omentum | AC006111.1 | 0.18 | 0.12 | enet | 12 | 0.10 | 1.1e-05 | 6.2 | 5.6 | 2.0e-08 | -0.12 | 0.67 | 0.02 | FALSE |
8 | GTEx | Artery Aorta | NMRAL1 | 0.43 | 0.42 | lasso | 8 | 0.42 | 4.7e-25 | 5.1 | 5.2 | 1.5e-07 | 0.00 | 0.17 | 0.83 | FALSE |
9 | GTEx | Artery Coronary | NMRAL1 | 0.40 | 0.34 | lasso | 5 | 0.34 | 3.5e-12 | 5.3 | 5.3 | 1.0e-07 | 0.00 | 0.11 | 0.89 | FALSE |
10 | GTEx | Artery Tibial | CDIP1 | 0.14 | 0.14 | lasso | 3 | 0.16 | 1.0e-12 | 5.1 | -5.1 | 2.8e-07 | -0.01 | 0.20 | 0.80 | FALSE |
11 | GTEx | Brain Cerebellar Hemisphere | CDIP1 | 0.47 | 0.47 | lasso | 6 | 0.52 | 1.2e-15 | 5.1 | 5.7 | 1.2e-08 | 0.04 | 0.04 | 0.96 | FALSE |
12 | GTEx | Brain Cerebellar Hemisphere | NMRAL1 | 0.62 | 0.66 | lasso | 3 | 0.68 | 2.2e-23 | 5.1 | 5.2 | 2.6e-07 | 0.01 | 0.26 | 0.74 | FALSE |
13 | GTEx | Brain Cerebellum | CDIP1 | 0.47 | 0.54 | lasso | 7 | 0.52 | 8.3e-18 | 5.1 | 5.5 | 3.8e-08 | 0.00 | 0.16 | 0.83 | FALSE |
14 | GTEx | Brain Cerebellum | HMOX2 | 0.21 | 0.15 | lasso | 3 | 0.14 | 7.2e-05 | 4.8 | 5.1 | 3.0e-07 | 0.06 | 0.04 | 0.93 | FALSE |
15 | GTEx | Brain Cerebellum | NMRAL1 | 0.81 | 0.55 | lasso | 10 | 0.62 | 4.6e-23 | 4.9 | 5.2 | 2.2e-07 | 0.01 | 0.36 | 0.64 | FALSE |
16 | GTEx | Brain Nucleus accumbens basal ganglia | HMOX2 | 0.28 | -0.01 | lasso | 5 | -0.01 | 7.1e-01 | 4.8 | -5.5 | 4.4e-08 | -0.03 | 0.06 | 0.36 | FALSE |
17 | GTEx | Breast Mammary Tissue | NMRAL1 | 0.17 | 0.18 | lasso | 2 | 0.15 | 5.2e-08 | 5.1 | 5.2 | 2.5e-07 | 0.00 | 0.17 | 0.82 | FALSE |
18 | GTEx | Breast Mammary Tissue (Male) | NMRAL1 | 0.20 | 0.11 | lasso | 4 | 0.10 | 2.4e-03 | 5.1 | 5.2 | 1.5e-07 | 0.00 | 0.05 | 0.47 | FALSE |
19 | GTEx | Breast Mammary Tissue (Female) | NMRAL1 | 0.29 | 0.01 | lasso | 6 | 0.00 | 2.7e-01 | 3.3 | 5.1 | 3.0e-07 | 0.05 | 0.07 | 0.18 | FALSE |
20 | GTEx | Cells EBV-transformed lymphocytes | CDIP1 | 0.16 | 0.10 | lasso | 7 | 0.06 | 6.8e-03 | 5.0 | -5.3 | 1.4e-07 | -0.06 | 0.09 | 0.76 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | CDIP1 | 0.33 | 0.35 | lasso | 3 | 0.36 | 1.3e-28 | 5.1 | -5.2 | 2.5e-07 | -0.01 | 0.17 | 0.83 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | NMRAL1 | 0.15 | 0.12 | lasso | 5 | 0.12 | 1.6e-09 | 5.1 | 5.2 | 2.2e-07 | 0.02 | 0.18 | 0.82 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | AC006111.1 | 0.14 | 0.02 | lasso | 5 | 0.04 | 4.8e-04 | 6.2 | 7.5 | 9.2e-14 | -0.45 | 0.18 | 0.04 | TRUE |
24 | GTEx | Colon Sigmoid | CDIP1 | 0.25 | 0.04 | lasso | 6 | 0.04 | 1.6e-02 | 5.0 | -5.8 | 5.2e-09 | -0.05 | 0.07 | 0.31 | FALSE |
25 | GTEx | Colon Sigmoid | NMRAL1 | 0.43 | 0.35 | lasso | 5 | 0.31 | 1.7e-11 | 5.1 | 5.2 | 2.0e-07 | 0.00 | 0.22 | 0.78 | FALSE |
26 | GTEx | Colon Transverse | CDIP1 | 0.21 | 0.07 | lasso | 4 | 0.09 | 4.5e-05 | 4.6 | -5.2 | 1.7e-07 | 0.00 | 0.19 | 0.78 | FALSE |
27 | GTEx | Esophagus Gastroesophageal Junction | CDIP1 | 0.25 | 0.24 | lasso | 5 | 0.25 | 1.2e-09 | 4.6 | -5.2 | 2.2e-07 | -0.03 | 0.11 | 0.89 | FALSE |
28 | GTEx | Esophagus Gastroesophageal Junction | NMRAL1 | 0.47 | 0.28 | lasso | 4 | 0.26 | 4.3e-10 | 4.8 | 5.1 | 2.9e-07 | 0.04 | 0.31 | 0.68 | FALSE |
29 | GTEx | Esophagus Mucosa | NMRAL1 | 0.23 | 0.13 | lasso | 4 | 0.12 | 2.7e-08 | 5.1 | 5.2 | 2.4e-07 | 0.01 | 0.22 | 0.78 | FALSE |
30 | GTEx | Heart Atrial Appendage | NMRAL1 | 0.27 | 0.25 | lasso | 2 | 0.23 | 1.1e-10 | 5.1 | 5.2 | 2.5e-07 | 0.00 | 0.18 | 0.82 | FALSE |
31 | GTEx | Lung | NMRAL1 | 0.16 | 0.11 | enet | 3 | 0.13 | 3.4e-10 | 5.1 | 5.2 | 2.1e-07 | 0.01 | 0.21 | 0.79 | FALSE |
32 | GTEx | Muscle Skeletal | CDIP1 | 0.07 | 0.07 | lasso | 2 | 0.06 | 6.1e-07 | 5.3 | -5.2 | 1.5e-07 | -0.01 | 0.10 | 0.90 | FALSE |
33 | GTEx | Nerve Tibial | NMRAL1 | 0.32 | 0.37 | lasso | 3 | 0.36 | 5.2e-27 | 5.1 | 5.1 | 3.0e-07 | 0.00 | 0.20 | 0.80 | FALSE |
34 | GTEx | Pancreas | DNASE1 | 0.33 | 0.08 | lasso | 7 | 0.13 | 3.1e-06 | -5.7 | 6.5 | 6.1e-11 | -0.52 | 0.34 | 0.60 | FALSE |
35 | GTEx | Pituitary | CLUAP1 | 0.32 | 0.26 | lasso | 3 | 0.17 | 5.6e-05 | -5.1 | -5.2 | 2.2e-07 | 0.57 | 0.11 | 0.43 | TRUE |
36 | GTEx | Pituitary | NMRAL1 | 0.31 | 0.18 | enet | 12 | 0.23 | 1.9e-06 | 4.9 | 5.3 | 9.6e-08 | 0.01 | 0.08 | 0.88 | FALSE |
37 | GTEx | Skin Not Sun Exposed Suprapubic | CACNA1H | 0.23 | 0.16 | lasso | 5 | 0.16 | 4.2e-09 | 6.1 | -5.8 | 6.7e-09 | -0.05 | 0.93 | 0.04 | FALSE |
38 | GTEx | Skin Sun Exposed Lower leg | CDIP1 | 0.08 | 0.06 | lasso | 3 | 0.05 | 6.8e-05 | 5.1 | -5.3 | 1.1e-07 | -0.01 | 0.13 | 0.80 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | CACNA1H | 0.22 | 0.21 | lasso | 1 | 0.20 | 8.8e-17 | 6.1 | -6.1 | 1.2e-09 | -0.07 | 0.96 | 0.04 | TRUE |
40 | GTEx | Skin Sun Exposed Lower leg | RNPS1 | 0.10 | 0.01 | lasso | 6 | 0.04 | 6.3e-04 | 3.2 | -5.5 | 5.0e-08 | -0.11 | 0.17 | 0.52 | FALSE |
41 | GTEx | Skin Sun Exposed Lower leg | LA16c-358B7.3 | 0.12 | 0.11 | lasso | 2 | 0.11 | 2.8e-09 | 6.8 | -6.7 | 1.8e-11 | 0.03 | 0.13 | 0.87 | TRUE |
42 | GTEx | Spleen | CLUAP1 | 0.31 | 0.23 | lasso | 5 | 0.26 | 3.0e-07 | -5.1 | -6.6 | 5.4e-11 | 0.63 | 0.05 | 0.87 | FALSE |
43 | GTEx | Testis | CLUAP1 | 0.37 | 0.06 | lasso | 5 | 0.13 | 1.9e-06 | -5.1 | -7.2 | 4.5e-13 | 0.48 | 0.27 | 0.16 | FALSE |
44 | GTEx | Testis | NMRAL1 | 0.27 | 0.20 | enet | 6 | 0.22 | 2.4e-10 | 5.1 | 5.6 | 2.3e-08 | 0.01 | 0.18 | 0.82 | FALSE |
45 | GTEx | Thyroid | CDIP1 | 0.15 | 0.14 | lasso | 3 | 0.15 | 1.5e-11 | 4.6 | -5.3 | 9.9e-08 | -0.01 | 0.11 | 0.89 | FALSE |
46 | METSIM | Adipose | PKD1 | 0.06 | 0.02 | bslmm | 370 | 0.03 | 9.5e-06 | -5.9 | 5.9 | 3.0e-09 | 0.08 | 0.03 | 0.97 | FALSE |
47 | ROSMAP | Brain Pre-frontal Cortex | SLC9A3R2 | 0.16 | 0.11 | lasso | 6 | 0.12 | 6.3e-15 | -6.3 | 6.8 | 1.3e-11 | 0.03 | 0.00 | 1.00 | FALSE |
48 | ROSMAP | Brain Pre-frontal Cortex | CDIP1 | 0.13 | 0.18 | lasso | 2 | 0.17 | 3.6e-21 | 5.3 | 5.5 | 2.9e-08 | 0.01 | 0.09 | 0.91 | FALSE |
49 | ROSMAP | Brain Pre-frontal Cortex | DNASE1 | 0.13 | 0.06 | bslmm | 372 | 0.07 | 5.2e-09 | -5.4 | 5.3 | 1.1e-07 | -0.21 | 1.00 | 0.00 | FALSE |
50 | YFS | Blood | TSC2 | 0.03 | 0.02 | lasso | 4 | 0.02 | 7.6e-08 | -5.5 | 5.9 | 4.1e-09 | 0.02 | 0.04 | 0.96 | FALSE |
51 | YFS | Blood | ZNF597 | 0.02 | 0.00 | blup | 332 | 0.00 | 1.0e-02 | 4.4 | -6.1 | 1.1e-09 | 0.43 | 0.13 | 0.19 | FALSE |
52 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C16orf5 | 0.02 | 0.03 | blup | 37 | 0.03 | 9.7e-08 | 4.8 | -5.4 | 5.2e-08 | -0.02 | 0.01 | 0.99 | FALSE |
53 | The Cancer Genome Atlas | Breast Invasive Carcinoma | DNASE1 | 0.05 | 0.00 | enet | 15 | 0.01 | 3.2e-03 | -6.3 | 5.7 | 1.0e-08 | -0.40 | 0.02 | 0.16 | FALSE |
54 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SEPT12 | 0.11 | 0.04 | enet | 15 | 0.09 | 1.7e-17 | 3.5 | -5.3 | 1.2e-07 | 0.05 | 0.00 | 0.26 | TRUE |
55 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TSC2 | 0.02 | 0.03 | lasso | 1 | 0.02 | 1.8e-05 | -5.5 | 5.5 | 3.1e-08 | 0.00 | 0.08 | 0.80 | FALSE |
56 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | TPSB2 | 0.17 | 0.08 | lasso | 3 | 0.06 | 5.3e-04 | 6.1 | -5.6 | 2.2e-08 | -0.07 | 0.00 | 0.98 | FALSE |
57 | The Cancer Genome Atlas | Colon Adenocarcinoma | BTBD12 | 0.05 | 0.01 | blup | 41 | 0.02 | 1.5e-02 | 3.2 | -6.0 | 1.8e-09 | 0.67 | 0.00 | 0.74 | FALSE |
58 | The Cancer Genome Atlas | Glioblastoma Multiforme | CORO7 | 0.12 | 0.06 | lasso | 6 | 0.06 | 8.3e-03 | 6.0 | -6.7 | 2.3e-11 | -0.02 | 0.01 | 0.87 | TRUE |
59 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TRAP1 | 0.11 | 0.01 | blup | 43 | 0.05 | 9.4e-04 | -7.6 | 7.2 | 7.0e-13 | -0.40 | 0.02 | 0.53 | FALSE |
60 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CASKIN1 | 0.02 | 0.00 | blup | 38 | 0.01 | 4.5e-02 | 3.7 | -5.9 | 3.4e-09 | -0.02 | 0.03 | 0.08 | TRUE |
61 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CORO7 | 0.26 | 0.43 | lasso | 3 | 0.44 | 5.0e-54 | 5.0 | -5.5 | 4.1e-08 | -0.08 | 0.30 | 0.70 | FALSE |
62 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | DNASE1 | 0.20 | 0.10 | lasso | 4 | 0.11 | 9.9e-06 | -5.7 | 7.1 | 1.2e-12 | -0.57 | 0.09 | 0.37 | FALSE |
63 | The Cancer Genome Atlas | Lung Adenocarcinoma | C16orf5 | 0.03 | 0.03 | lasso | 2 | 0.02 | 1.3e-03 | 5.3 | -5.3 | 1.3e-07 | 0.00 | 0.00 | 0.98 | FALSE |
64 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LOC342346 | 0.06 | 0.02 | blup | 34 | 0.02 | 1.2e-03 | 5.1 | -5.3 | 1.1e-07 | -0.05 | 0.00 | 0.99 | FALSE |
65 | The Cancer Genome Atlas | Thyroid Carcinoma | CASKIN1 | 0.06 | 0.02 | blup | 38 | 0.04 | 1.5e-04 | -5.7 | -6.5 | 6.2e-11 | 0.00 | 0.01 | 0.94 | FALSE |
66 | The Cancer Genome Atlas | Thyroid Carcinoma | DNASE1 | 0.04 | 0.01 | blup | 32 | 0.02 | 1.2e-02 | -6.2 | 6.0 | 2.7e-09 | -0.64 | 0.02 | 0.19 | FALSE |
67 | The Cancer Genome Atlas | Thyroid Carcinoma | SLC9A3R2 | 0.06 | 0.03 | lasso | 5 | 0.03 | 3.7e-04 | -5.6 | 6.9 | 5.8e-12 | 0.08 | 0.01 | 0.96 | TRUE |