Best TWAS P=1.19e-24 · Best GWAS P=1.04e-23 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 | ATAD3A | 0.07 | 0.02 | bslmm | 285 | 0.02 | 7.4e-04 | -2.38 | 5.1 | 3.0e-07 | -0.26 | 0.21 | 0.12 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | MXRA8 | 0.05 | 0.02 | lasso | 7 | 0.04 | 2.9e-05 | -4.93 | 5.3 | 9.4e-08 | 0.10 | 0.97 | 0.00 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | SLC35E2 | 0.35 | 0.15 | enet | 24 | 0.17 | 1.0e-20 | 7.32 | -5.6 | 1.8e-08 | 0.71 | 1.00 | 0.00 | TRUE |
4 | GTEx | Adipose Subcutaneous | NADK | 0.06 | 0.04 | lasso | 3 | 0.04 | 2.7e-04 | 6.04 | 6.4 | 1.2e-10 | -0.55 | 0.49 | 0.39 | FALSE |
5 | GTEx | Adipose Subcutaneous | CPSF3L | 0.13 | 0.03 | lasso | 3 | 0.06 | 2.7e-05 | -6.61 | -6.5 | 6.7e-11 | -0.03 | 0.63 | 0.01 | FALSE |
6 | GTEx | Adipose Subcutaneous | ANKRD65 | 0.27 | 0.10 | lasso | 9 | 0.15 | 5.7e-12 | -6.56 | 5.8 | 6.6e-09 | 0.02 | 1.00 | 0.00 | FALSE |
7 | GTEx | Adipose Visceral Omentum | ANKRD65 | 0.33 | 0.21 | enet | 16 | 0.25 | 4.1e-13 | -6.02 | 5.7 | 1.6e-08 | 0.01 | 1.00 | 0.00 | FALSE |
8 | GTEx | Artery Coronary | SAMD11 | 0.19 | -0.01 | lasso | 2 | 0.00 | 2.6e-01 | -5.20 | -6.0 | 1.6e-09 | -0.01 | 0.05 | 0.35 | FALSE |
9 | GTEx | Artery Coronary | AL645728.2 | 0.18 | 0.03 | lasso | 3 | 0.00 | 4.2e-01 | 5.31 | 5.5 | 4.9e-08 | -0.44 | 0.04 | 0.15 | FALSE |
10 | GTEx | Artery Tibial | CPSF3L | 0.08 | 0.00 | lasso | 4 | 0.00 | 8.9e-01 | -4.73 | -5.8 | 6.3e-09 | -0.04 | 0.08 | 0.05 | FALSE |
11 | GTEx | Brain Caudate basal ganglia | RP4-758J18.10 | 0.20 | -0.01 | lasso | 5 | 0.03 | 5.6e-02 | 9.61 | -8.1 | 4.2e-16 | 0.49 | 0.03 | 0.44 | FALSE |
12 | GTEx | Brain Caudate basal ganglia | ANKRD65 | 0.23 | 0.06 | enet | 18 | 0.10 | 1.0e-03 | -6.56 | 6.3 | 3.1e-10 | 0.00 | 0.09 | 0.05 | FALSE |
13 | GTEx | Brain Cerebellar Hemisphere | NADK | 0.18 | 0.11 | lasso | 7 | 0.09 | 3.1e-03 | 9.71 | 9.8 | 7.0e-23 | -0.84 | 0.02 | 0.71 | FALSE |
14 | GTEx | Brain Cerebellar Hemisphere | CPSF3L | 0.25 | 0.09 | lasso | 2 | 0.06 | 1.1e-02 | -6.45 | -6.5 | 5.8e-11 | -0.02 | 0.14 | 0.06 | FALSE |
15 | GTEx | Brain Cerebellar Hemisphere | ANKRD65 | 0.56 | 0.16 | lasso | 10 | 0.20 | 9.4e-06 | -5.64 | 7.2 | 5.9e-13 | -0.02 | 0.42 | 0.04 | FALSE |
16 | GTEx | Brain Cerebellar Hemisphere | RP5-890O3.9 | 0.24 | 0.02 | lasso | 9 | 0.02 | 1.3e-01 | 9.51 | -9.7 | 4.1e-22 | 0.86 | 0.02 | 0.53 | FALSE |
17 | GTEx | Brain Frontal Cortex BA9 | ANKRD65 | 0.19 | 0.17 | lasso | 5 | 0.12 | 5.7e-04 | -5.64 | 6.2 | 5.5e-10 | 0.00 | 0.22 | 0.04 | FALSE |
18 | GTEx | Cells EBV-transformed lymphocytes | GLTPD1 | 0.26 | 0.10 | lasso | 3 | 0.04 | 1.4e-02 | -5.20 | -5.7 | 1.4e-08 | -0.05 | 0.08 | 0.05 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | ANKRD65 | 0.17 | 0.14 | lasso | 4 | 0.13 | 1.1e-09 | -6.02 | 6.4 | 1.6e-10 | 0.00 | 1.00 | 0.00 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | CDK11B | 0.10 | 0.06 | lasso | 4 | 0.05 | 2.1e-04 | -1.41 | 7.2 | 6.6e-13 | -0.86 | 0.01 | 0.98 | FALSE |
21 | GTEx | Colon Sigmoid | ANKRD65 | 0.23 | 0.17 | enet | 27 | 0.18 | 7.3e-07 | -6.02 | 5.2 | 1.6e-07 | 0.00 | 0.78 | 0.02 | FALSE |
22 | GTEx | Colon Transverse | ANKRD65 | 0.17 | -0.01 | enet | 3 | 0.00 | 6.0e-01 | -6.56 | 6.5 | 7.4e-11 | 0.02 | 0.09 | 0.04 | TRUE |
23 | GTEx | Colon Transverse | RP4-758J18.13 | 0.13 | 0.05 | enet | 16 | 0.04 | 6.1e-03 | -5.20 | 6.2 | 5.7e-10 | -0.25 | 0.06 | 0.10 | FALSE |
24 | GTEx | Esophagus Gastroesophageal Junction | ANKRD65 | 0.23 | 0.22 | enet | 22 | 0.18 | 3.4e-07 | -6.56 | 5.3 | 9.0e-08 | -0.06 | 0.90 | 0.00 | FALSE |
25 | GTEx | Esophagus Mucosa | SDF4 | 0.05 | 0.00 | enet | 12 | 0.00 | 1.5e-01 | -3.98 | 5.2 | 2.3e-07 | 0.08 | 0.10 | 0.06 | FALSE |
26 | GTEx | Esophagus Mucosa | TMEM52 | 0.17 | 0.18 | lasso | 2 | 0.20 | 2.9e-13 | 9.30 | -9.3 | 1.5e-20 | 0.78 | 0.69 | 0.31 | FALSE |
27 | GTEx | Heart Atrial Appendage | NADK | 0.19 | 0.00 | lasso | 5 | 0.00 | 3.1e-01 | 7.32 | 6.7 | 1.6e-11 | -0.62 | 0.03 | 0.32 | FALSE |
28 | GTEx | Heart Atrial Appendage | ANKRD65 | 0.11 | 0.08 | enet | 7 | 0.09 | 1.0e-04 | -6.60 | 5.9 | 3.4e-09 | 0.01 | 0.50 | 0.02 | FALSE |
29 | GTEx | Lung | NADK | 0.07 | 0.03 | lasso | 3 | 0.02 | 8.5e-03 | -9.19 | 10.2 | 1.2e-24 | -0.91 | 0.01 | 0.98 | TRUE |
30 | GTEx | Muscle Skeletal | NADK | 0.06 | 0.00 | enet | 9 | 0.00 | 1.3e-01 | 9.71 | 9.3 | 1.1e-20 | -0.77 | 0.05 | 0.84 | FALSE |
31 | GTEx | Muscle Skeletal | TMEM52 | 0.11 | 0.08 | lasso | 6 | 0.10 | 7.2e-10 | 9.44 | -8.9 | 3.7e-19 | 0.78 | 0.30 | 0.70 | FALSE |
32 | GTEx | Muscle Skeletal | RP4-758J18.13 | 0.12 | 0.09 | lasso | 5 | 0.09 | 1.8e-09 | -6.02 | 6.2 | 4.8e-10 | 0.01 | 1.00 | 0.00 | FALSE |
33 | GTEx | Nerve Tibial | CALML6 | 0.13 | 0.12 | lasso | 2 | 0.11 | 4.4e-08 | 5.24 | 5.3 | 9.3e-08 | -0.46 | 1.00 | 0.00 | FALSE |
34 | GTEx | Nerve Tibial | ANKRD65 | 0.32 | 0.13 | enet | 18 | 0.20 | 7.2e-14 | -6.02 | 5.3 | 1.3e-07 | 0.00 | 1.00 | 0.00 | TRUE |
35 | GTEx | Ovary | NADK | 0.27 | 0.17 | lasso | 5 | 0.16 | 9.6e-05 | 6.04 | 6.5 | 8.9e-11 | -0.57 | 0.09 | 0.37 | FALSE |
36 | GTEx | Ovary | PRKCZ | 0.36 | -0.01 | lasso | 5 | 0.00 | 2.5e-01 | -0.22 | 5.3 | 1.0e-07 | -0.48 | 0.04 | 0.55 | FALSE |
37 | GTEx | Pancreas | CALML6 | 0.21 | 0.08 | lasso | 4 | 0.06 | 2.2e-03 | 5.27 | 5.7 | 1.5e-08 | -0.45 | 0.39 | 0.21 | FALSE |
38 | GTEx | Pancreas | TMEM52 | 0.19 | 0.00 | enet | 30 | 0.00 | 2.6e-01 | 1.07 | 7.0 | 1.9e-12 | -0.57 | 0.03 | 0.65 | FALSE |
39 | GTEx | Pituitary | NADK | 0.21 | 0.09 | enet | 15 | 0.07 | 9.5e-03 | 9.44 | 9.4 | 4.8e-21 | -0.64 | 0.02 | 0.58 | FALSE |
40 | GTEx | Skin Not Sun Exposed Suprapubic | CALML6 | 0.17 | 0.10 | lasso | 2 | 0.10 | 3.4e-06 | 5.88 | -5.8 | 7.7e-09 | 0.54 | 0.67 | 0.03 | FALSE |
41 | GTEx | Skin Not Sun Exposed Suprapubic | TMEM52 | 0.19 | 0.18 | lasso | 4 | 0.14 | 2.6e-08 | -9.19 | -9.8 | 1.8e-22 | 0.87 | 0.04 | 0.96 | FALSE |
42 | GTEx | Skin Not Sun Exposed Suprapubic | ANKRD65 | 0.35 | 0.23 | lasso | 5 | 0.25 | 8.5e-14 | -6.02 | 6.7 | 1.7e-11 | -0.02 | 1.00 | 0.00 | FALSE |
43 | GTEx | Skin Sun Exposed Lower leg | CALML6 | 0.13 | 0.09 | lasso | 2 | 0.08 | 4.7e-07 | 6.23 | -6.3 | 3.3e-10 | 0.55 | 1.00 | 0.00 | FALSE |
44 | GTEx | Skin Sun Exposed Lower leg | TMEM52 | 0.17 | 0.14 | lasso | 7 | 0.15 | 2.0e-12 | -9.26 | -9.7 | 4.5e-22 | 0.86 | 0.25 | 0.75 | FALSE |
45 | GTEx | Spleen | TMEM52 | 0.47 | 0.21 | lasso | 5 | 0.22 | 2.3e-06 | 5.31 | 6.1 | 1.3e-09 | -0.53 | 0.22 | 0.42 | FALSE |
46 | GTEx | Stomach | ATAD3B | 0.38 | 0.05 | lasso | 7 | 0.08 | 1.6e-04 | -4.06 | 5.3 | 1.3e-07 | -0.06 | 0.17 | 0.04 | FALSE |
47 | GTEx | Stomach | ANKRD65 | 0.20 | 0.05 | enet | 33 | 0.10 | 1.7e-05 | -6.60 | 8.0 | 1.3e-15 | -0.16 | 0.26 | 0.10 | TRUE |
48 | GTEx | Testis | PUSL1 | 0.19 | 0.02 | lasso | 6 | 0.05 | 3.8e-03 | -4.89 | 8.7 | 2.8e-18 | -0.41 | 0.05 | 0.39 | TRUE |
49 | GTEx | Testis | GLTPD1 | 0.24 | 0.00 | lasso | 5 | 0.01 | 1.7e-01 | -2.47 | -5.4 | 8.5e-08 | -0.04 | 0.05 | 0.06 | FALSE |
50 | GTEx | Thyroid | CPSF3L | 0.09 | 0.03 | lasso | 3 | 0.03 | 4.2e-03 | -6.45 | -6.0 | 2.0e-09 | -0.06 | 0.29 | 0.06 | FALSE |
51 | GTEx | Vagina | CPSF3L | 0.29 | 0.00 | lasso | 6 | 0.00 | 4.3e-01 | -6.02 | -6.6 | 5.3e-11 | -0.04 | 0.04 | 0.09 | FALSE |
52 | METSIM | Adipose | ANKRD65 | 0.15 | 0.12 | lasso | 9 | 0.13 | 1.7e-18 | -6.20 | 6.3 | 3.9e-10 | 0.04 | 1.00 | 0.00 | FALSE |
53 | METSIM | Adipose | NADK | 0.07 | 0.02 | bslmm | 297 | 0.04 | 4.5e-07 | 5.61 | 5.7 | 1.2e-08 | -0.62 | 0.18 | 0.80 | FALSE |
54 | ROSMAP | Brain Pre-frontal Cortex | CDK11A | 0.11 | 0.04 | bslmm | 293 | 0.05 | 5.5e-07 | 9.78 | 7.4 | 1.2e-13 | -0.45 | 0.03 | 0.94 | FALSE |
55 | ROSMAP | Brain Pre-frontal Cortex | CPSF3L | 0.13 | 0.12 | bslmm | 247 | 0.12 | 2.2e-15 | -6.56 | -6.0 | 2.4e-09 | -0.06 | 1.00 | 0.00 | FALSE |
56 | ROSMAP | Brain Pre-frontal Cortex | C1orf222 | 0.11 | 0.14 | enet | 18 | 0.14 | 1.8e-17 | 5.39 | -8.1 | 5.1e-16 | 0.67 | 0.99 | 0.01 | FALSE |
57 | ROSMAP | Brain Pre-frontal Cortex | SCNN1D | 0.04 | 0.01 | blup | 240 | 0.02 | 4.0e-04 | -5.00 | -7.3 | 3.4e-13 | 0.17 | 0.86 | 0.01 | FALSE |
58 | ROSMAP | Brain Pre-frontal Cortex | MMP23B | 0.05 | 0.04 | lasso | 2 | 0.03 | 1.9e-04 | 9.09 | 9.1 | 1.1e-19 | -0.75 | 0.05 | 0.94 | FALSE |
59 | ROSMAP | Brain Pre-frontal Cortex | RP4-758J18.2 | 0.05 | 0.05 | lasso | 3 | 0.05 | 8.3e-07 | -6.30 | 6.3 | 2.3e-10 | 0.02 | 0.98 | 0.00 | FALSE |
60 | ROSMAP | Brain Pre-frontal Cortex | RP1-140A9.1 | 0.15 | 0.16 | lasso | 2 | 0.16 | 4.2e-20 | 6.32 | -6.3 | 2.8e-10 | 0.54 | 1.00 | 0.00 | FALSE |
61 | ROSMAP | Brain Pre-frontal Cortex | ANKRD65 | 0.23 | 0.32 | lasso | 7 | 0.40 | 2.8e-55 | -6.02 | 6.3 | 2.6e-10 | 0.02 | 1.00 | 0.00 | FALSE |
62 | YFS | Blood | MRPL20 | 0.02 | 0.02 | enet | 12 | 0.02 | 5.7e-07 | -6.60 | -6.8 | 1.4e-11 | 0.10 | 0.85 | 0.01 | FALSE |
63 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LOC441869 | 0.03 | 0.04 | lasso | 2 | 0.03 | 1.4e-07 | -5.64 | 5.6 | 1.9e-08 | -0.01 | 0.08 | 0.92 | FALSE |
64 | The Cancer Genome Atlas | Glioblastoma Multiforme | LOC441869 | 0.10 | 0.10 | lasso | 2 | 0.06 | 5.1e-03 | -5.64 | 5.5 | 3.8e-08 | -0.01 | 0.00 | 0.86 | FALSE |
65 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SLC35E2 | 0.03 | 0.03 | blup | 35 | 0.01 | 7.0e-02 | 9.66 | 9.1 | 1.4e-19 | -0.93 | 0.02 | 0.96 | FALSE |
66 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TMEM52 | 0.02 | 0.01 | blup | 37 | 0.02 | 6.6e-03 | 9.22 | -9.4 | 5.4e-21 | 0.86 | 0.01 | 0.81 | FALSE |
67 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | LOC441869 | 0.03 | 0.02 | blup | 16 | 0.02 | 8.5e-04 | -6.60 | 5.4 | 7.2e-08 | 0.03 | 0.00 | 0.99 | FALSE |
68 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SLC35E2 | 0.03 | 0.00 | blup | 34 | 0.01 | 5.3e-02 | 9.61 | -9.0 | 2.0e-19 | 0.81 | 0.01 | 0.70 | TRUE |
69 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | LOC148413 | 0.11 | 0.09 | lasso | 2 | 0.06 | 3.5e-04 | -5.64 | 5.7 | 1.1e-08 | 0.00 | 0.04 | 0.87 | FALSE |
70 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LOC148413 | 0.03 | 0.03 | lasso | 3 | 0.03 | 2.7e-04 | -6.37 | 6.4 | 1.9e-10 | 0.02 | 0.01 | 0.99 | FALSE |
71 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LOC441869 | 0.08 | 0.10 | blup | 16 | 0.11 | 1.7e-12 | -6.02 | 5.8 | 5.1e-09 | 0.02 | 0.00 | 1.00 | FALSE |
72 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SLC35E2 | 0.04 | 0.03 | lasso | 5 | 0.05 | 1.4e-06 | 9.61 | -7.2 | 8.9e-13 | 0.77 | 0.02 | 0.98 | TRUE |
73 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | LOC441869 | 0.06 | 0.05 | blup | 16 | 0.05 | 1.3e-06 | -4.73 | 5.7 | 1.6e-08 | 0.02 | 0.25 | 0.48 | FALSE |
74 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | LOC441869 | 0.11 | 0.09 | lasso | 3 | 0.10 | 5.6e-05 | -6.02 | 5.7 | 1.2e-08 | 0.04 | 0.01 | 0.96 | FALSE |
75 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LOC441869 | 0.06 | 0.11 | lasso | 4 | 0.11 | 2.5e-11 | -6.60 | 6.6 | 3.4e-11 | 0.00 | 0.00 | 1.00 | FALSE |
76 | The Cancer Genome Atlas | Rectum Adenocarcinoma | LOC441869 | 0.37 | 0.23 | lasso | 4 | 0.19 | 2.6e-05 | -6.45 | 6.1 | 8.2e-10 | 0.03 | 0.00 | 0.98 | FALSE |
77 | The Cancer Genome Atlas | Stomach Adenocarcinoma | LOC441869 | 0.04 | 0.07 | lasso | 5 | 0.06 | 4.3e-05 | -6.45 | 6.4 | 1.9e-10 | 0.03 | 0.00 | 0.99 | TRUE |
78 | The Cancer Genome Atlas | Thyroid Carcinoma | LOC441869 | 0.05 | 0.07 | lasso | 3 | 0.06 | 6.6e-07 | -6.45 | 6.5 | 9.0e-11 | 0.02 | 0.00 | 1.00 | FALSE |