Best TWAS P=2.17e-26 · Best GWAS P=7.75e-28 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 | BTBD6 | 0.07 | 0.02 | lasso | 4 | 0.04 | 2.6e-05 | -3.95 | 7.4 | 1.8e-13 | -0.01 | 0.01 | 0.92 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | C14orf80 | 0.05 | 0.01 | blup | 146 | 0.02 | 2.2e-03 | 6.65 | -6.3 | 3.3e-10 | 0.03 | 0.01 | 0.94 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | CINP | 0.09 | 0.00 | bslmm | 345 | 0.03 | 9.7e-05 | -0.74 | -5.1 | 2.8e-07 | 0.01 | 0.11 | 0.21 | FALSE |
4 | GTEx | Adipose Subcutaneous | CINP | 0.21 | 0.18 | lasso | 3 | 0.16 | 2.3e-13 | -6.57 | -6.7 | 2.1e-11 | -0.06 | 0.99 | 0.01 | FALSE |
5 | GTEx | Adipose Subcutaneous | KLC1 | 0.05 | 0.03 | lasso | 3 | 0.03 | 1.8e-03 | -5.56 | -6.7 | 1.8e-11 | 0.73 | 0.15 | 0.49 | FALSE |
6 | GTEx | Adipose Subcutaneous | XRCC3 | 0.09 | 0.08 | lasso | 5 | 0.07 | 3.8e-06 | -5.68 | -5.1 | 2.6e-07 | 0.61 | 0.93 | 0.07 | FALSE |
7 | GTEx | Adipose Subcutaneous | APOPT1 | 0.06 | 0.02 | lasso | 5 | 0.02 | 8.2e-03 | -3.60 | 5.1 | 2.9e-07 | -0.60 | 0.20 | 0.55 | FALSE |
8 | GTEx | Adipose Visceral Omentum | CINP | 0.21 | 0.17 | lasso | 3 | 0.14 | 1.0e-07 | -6.57 | -6.6 | 4.9e-11 | -0.06 | 0.27 | 0.73 | FALSE |
9 | GTEx | Adrenal Gland | CKB | 0.18 | 0.00 | enet | 16 | 0.02 | 6.9e-02 | -3.39 | -5.4 | 7.7e-08 | 0.38 | 0.07 | 0.18 | FALSE |
10 | GTEx | Artery Aorta | CINP | 0.17 | 0.18 | lasso | 1 | 0.16 | 4.5e-09 | -6.57 | -6.6 | 5.0e-11 | -0.06 | 1.00 | 0.00 | FALSE |
11 | GTEx | Artery Aorta | TRMT61A | 0.14 | 0.07 | lasso | 5 | 0.12 | 6.4e-07 | 5.09 | 6.7 | 2.3e-11 | -0.31 | 0.82 | 0.01 | FALSE |
12 | GTEx | Artery Coronary | CINP | 0.22 | 0.24 | lasso | 2 | 0.24 | 1.2e-08 | -6.53 | -6.5 | 6.7e-11 | -0.05 | 0.42 | 0.52 | FALSE |
13 | GTEx | Artery Tibial | CINP | 0.16 | 0.15 | lasso | 2 | 0.15 | 1.2e-11 | -6.57 | -7.2 | 8.1e-13 | -0.05 | 0.72 | 0.28 | FALSE |
14 | GTEx | Artery Tibial | TECPR2 | 0.11 | 0.09 | lasso | 3 | 0.09 | 2.3e-07 | 4.73 | 5.2 | 1.6e-07 | 0.10 | 0.70 | 0.28 | FALSE |
15 | GTEx | Brain Cortex | XRCC3 | 0.12 | 0.02 | lasso | 4 | 0.01 | 1.7e-01 | -2.36 | -6.6 | 4.3e-11 | 0.72 | 0.04 | 0.78 | TRUE |
16 | GTEx | Brain Cortex | RP11-73M18.8 | 0.35 | 0.13 | enet | 34 | 0.25 | 1.2e-07 | -5.67 | -5.5 | 3.3e-08 | 0.39 | 0.62 | 0.29 | FALSE |
17 | GTEx | Brain Frontal Cortex BA9 | APOPT1 | 0.17 | 0.07 | lasso | 3 | 0.08 | 4.6e-03 | -10.91 | 9.9 | 3.9e-23 | -0.93 | 0.03 | 0.86 | FALSE |
18 | GTEx | Brain Nucleus accumbens basal ganglia | RP11-73M18.8 | 0.12 | 0.03 | lasso | 4 | 0.01 | 1.4e-01 | 1.70 | -5.8 | 5.4e-09 | 0.52 | 0.06 | 0.25 | FALSE |
19 | GTEx | Breast Mammary Tissue | CINP | 0.19 | 0.14 | lasso | 2 | 0.12 | 7.0e-07 | -6.57 | -6.9 | 4.2e-12 | -0.06 | 0.04 | 0.96 | FALSE |
20 | GTEx | Breast Mammary Tissue | KLC1 | 0.12 | 0.02 | enet | 26 | 0.07 | 2.9e-04 | -2.35 | -5.7 | 1.1e-08 | 0.67 | 0.29 | 0.67 | FALSE |
21 | GTEx | Breast Mammary Tissue (Female) | CINP | 0.28 | 0.15 | lasso | 3 | 0.11 | 3.4e-04 | -6.57 | -7.2 | 5.3e-13 | -0.06 | 0.02 | 0.92 | FALSE |
22 | GTEx | Cells EBV-transformed lymphocytes | CINP | 0.24 | 0.13 | lasso | 5 | 0.15 | 1.0e-05 | -6.57 | -6.7 | 2.5e-11 | -0.05 | 0.23 | 0.60 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | CINP | 0.18 | 0.13 | lasso | 4 | 0.13 | 7.5e-10 | -6.54 | -6.7 | 1.5e-11 | -0.06 | 0.76 | 0.24 | FALSE |
24 | GTEx | Cells Transformed fibroblasts | ANKRD9 | 0.25 | 0.17 | enet | 10 | 0.20 | 3.2e-15 | -8.60 | -8.2 | 2.3e-16 | -0.05 | 0.00 | 1.00 | TRUE |
25 | GTEx | Colon Sigmoid | CINP | 0.33 | 0.17 | lasso | 3 | 0.14 | 1.8e-05 | -6.57 | -6.6 | 3.0e-11 | -0.06 | 0.04 | 0.95 | FALSE |
26 | GTEx | Colon Transverse | CINP | 0.22 | 0.16 | lasso | 3 | 0.16 | 3.2e-08 | -6.55 | -6.8 | 7.8e-12 | -0.05 | 0.43 | 0.52 | FALSE |
27 | GTEx | Colon Transverse | KLC1 | 0.16 | 0.01 | lasso | 7 | 0.00 | 1.9e-01 | -5.61 | -6.3 | 3.7e-10 | 0.70 | 0.08 | 0.52 | TRUE |
28 | GTEx | Colon Transverse | BAG5 | 0.14 | 0.05 | lasso | 10 | 0.02 | 4.8e-02 | -6.49 | -5.8 | 8.0e-09 | 0.57 | 0.19 | 0.40 | FALSE |
29 | GTEx | Esophagus Gastroesophageal Junction | CINP | 0.17 | 0.15 | enet | 9 | 0.14 | 1.1e-05 | -6.57 | -6.9 | 7.4e-12 | -0.05 | 0.18 | 0.73 | FALSE |
30 | GTEx | Esophagus Mucosa | MARK3 | 0.11 | 0.03 | lasso | 4 | 0.04 | 1.5e-03 | 6.35 | 9.6 | 9.9e-22 | -0.77 | 0.02 | 0.93 | FALSE |
31 | GTEx | Esophagus Mucosa | CINP | 0.36 | 0.22 | lasso | 5 | 0.21 | 2.8e-14 | -6.53 | -6.7 | 2.2e-11 | -0.06 | 1.00 | 0.00 | FALSE |
32 | GTEx | Esophagus Muscularis | CINP | 0.22 | 0.22 | enet | 5 | 0.22 | 1.5e-13 | -6.57 | -6.7 | 1.7e-11 | -0.06 | 0.73 | 0.27 | FALSE |
33 | GTEx | Esophagus Muscularis | APOPT1 | 0.16 | 0.02 | enet | 11 | 0.04 | 2.2e-03 | 6.23 | 5.7 | 1.1e-08 | -0.53 | 0.06 | 0.76 | FALSE |
34 | GTEx | Heart Atrial Appendage | CINP | 0.16 | 0.11 | lasso | 1 | 0.10 | 3.2e-05 | -6.57 | -6.6 | 5.0e-11 | -0.06 | 0.50 | 0.44 | FALSE |
35 | GTEx | Heart Left Ventricle | CINP | 0.12 | 0.01 | lasso | 2 | 0.01 | 6.0e-02 | -6.57 | -5.4 | 6.5e-08 | -0.05 | 0.12 | 0.58 | FALSE |
36 | GTEx | Lung | CINP | 0.19 | 0.14 | lasso | 2 | 0.12 | 2.3e-09 | -6.57 | -6.5 | 6.6e-11 | -0.05 | 0.62 | 0.38 | FALSE |
37 | GTEx | Muscle Skeletal | CINP | 0.24 | 0.12 | enet | 28 | 0.12 | 1.6e-11 | -6.53 | -6.9 | 5.7e-12 | -0.03 | 0.95 | 0.05 | FALSE |
38 | GTEx | Muscle Skeletal | APOPT1 | 0.14 | 0.21 | enet | 10 | 0.22 | 6.7e-21 | 3.87 | -5.1 | 2.9e-07 | 0.58 | 1.00 | 0.00 | FALSE |
39 | GTEx | Nerve Tibial | CINP | 0.17 | 0.18 | lasso | 2 | 0.18 | 1.6e-12 | -6.57 | -6.6 | 5.0e-11 | -0.06 | 0.99 | 0.01 | FALSE |
40 | GTEx | Nerve Tibial | KLC1 | 0.07 | 0.00 | enet | 22 | 0.01 | 8.5e-02 | -7.67 | -5.5 | 3.6e-08 | 0.64 | 0.08 | 0.74 | FALSE |
41 | GTEx | Nerve Tibial | TMEM121 | 0.11 | 0.10 | lasso | 5 | 0.08 | 4.9e-06 | 6.28 | 6.3 | 2.2e-10 | -0.01 | 0.02 | 0.98 | FALSE |
42 | GTEx | Ovary | ZNF839 | 0.28 | 0.05 | enet | 20 | 0.19 | 2.5e-05 | -5.04 | -6.2 | 4.9e-10 | 0.00 | 0.04 | 0.72 | FALSE |
43 | GTEx | Prostate | MARK3 | 0.18 | 0.22 | enet | 11 | 0.20 | 8.0e-06 | 5.02 | 5.2 | 2.4e-07 | -0.56 | 0.30 | 0.41 | FALSE |
44 | GTEx | Skin Not Sun Exposed Suprapubic | CINP | 0.20 | 0.19 | enet | 13 | 0.19 | 1.5e-10 | -6.55 | -6.3 | 2.2e-10 | -0.02 | 0.28 | 0.72 | FALSE |
45 | GTEx | Skin Sun Exposed Lower leg | MARK3 | 0.10 | 0.09 | enet | 13 | 0.08 | 7.5e-07 | 4.92 | 5.4 | 7.5e-08 | -0.65 | 0.91 | 0.09 | FALSE |
46 | GTEx | Skin Sun Exposed Lower leg | CINP | 0.19 | 0.17 | lasso | 4 | 0.18 | 4.6e-15 | -6.53 | -6.7 | 1.7e-11 | -0.05 | 1.00 | 0.00 | FALSE |
47 | GTEx | Spleen | CINP | 0.25 | 0.07 | lasso | 3 | 0.10 | 1.3e-03 | -6.57 | -6.6 | 5.1e-11 | -0.06 | 0.13 | 0.37 | FALSE |
48 | GTEx | Spleen | KLC1 | 0.15 | 0.05 | lasso | 3 | 0.03 | 6.4e-02 | -10.91 | -9.2 | 2.9e-20 | 0.92 | 0.03 | 0.68 | TRUE |
49 | GTEx | Stomach | MARK3 | 0.10 | 0.09 | lasso | 2 | 0.04 | 4.5e-03 | 5.04 | 5.3 | 1.3e-07 | -0.56 | 0.14 | 0.58 | FALSE |
50 | GTEx | Testis | CINP | 0.23 | 0.15 | lasso | 3 | 0.12 | 4.8e-06 | -6.57 | -6.5 | 6.4e-11 | -0.05 | 0.28 | 0.57 | FALSE |
51 | GTEx | Thyroid | CINP | 0.16 | 0.16 | lasso | 5 | 0.14 | 6.5e-11 | -6.57 | -7.0 | 2.3e-12 | -0.06 | 0.24 | 0.76 | FALSE |
52 | GTEx | Thyroid | TRMT61A | 0.11 | 0.03 | lasso | 4 | 0.02 | 1.2e-02 | 6.43 | -6.6 | 4.1e-11 | 0.49 | 0.58 | 0.04 | FALSE |
53 | GTEx | Thyroid | APOPT1 | 0.11 | 0.12 | lasso | 1 | 0.10 | 1.9e-08 | -5.68 | 5.7 | 1.3e-08 | -0.65 | 1.00 | 0.00 | FALSE |
54 | GTEx | Whole Blood | CINP | 0.08 | 0.05 | lasso | 3 | 0.04 | 2.3e-04 | -6.54 | -6.7 | 2.2e-11 | -0.07 | 0.14 | 0.31 | FALSE |
55 | GTEx | Whole Blood | TMEM121 | 0.08 | 0.10 | lasso | 3 | 0.09 | 1.8e-08 | 6.77 | -6.9 | 4.6e-12 | -0.02 | 0.01 | 0.99 | FALSE |
56 | METSIM | Adipose | MARK3 | 0.03 | 0.02 | lasso | 6 | 0.03 | 6.3e-05 | -5.67 | 5.5 | 3.8e-08 | -0.80 | 0.02 | 0.98 | FALSE |
57 | METSIM | Adipose | TDRD9 | 0.08 | 0.04 | lasso | 10 | 0.06 | 1.9e-09 | -5.63 | 7.0 | 1.9e-12 | -0.56 | 0.44 | 0.55 | FALSE |
58 | METSIM | Adipose | TECPR2 | 0.05 | 0.02 | lasso | 4 | 0.03 | 5.4e-05 | 4.07 | 6.3 | 2.5e-10 | 0.11 | 0.14 | 0.82 | FALSE |
59 | METSIM | Adipose | TMEM121 | 0.04 | 0.02 | bslmm | 122 | 0.01 | 2.6e-03 | 6.77 | -6.2 | 6.9e-10 | -0.02 | 0.01 | 0.98 | FALSE |
60 | NTR | Blood | KLC1 | 0.04 | 0.02 | blup | 393 | 0.04 | 8.2e-12 | -3.39 | -5.4 | 6.7e-08 | 0.55 | 0.99 | 0.01 | FALSE |
61 | YFS | Blood | ANKRD9 | 0.18 | 0.14 | enet | 24 | 0.15 | 1.0e-46 | -6.88 | 6.9 | 4.9e-12 | 0.05 | 1.00 | 0.00 | FALSE |
62 | YFS | Blood | CINP | 0.07 | 0.03 | lasso | 2 | 0.03 | 3.9e-10 | -6.16 | -6.4 | 1.4e-10 | -0.13 | 1.00 | 0.00 | FALSE |
63 | YFS | Blood | CKB | 0.03 | 0.02 | lasso | 4 | 0.02 | 6.6e-07 | 6.23 | -7.0 | 3.5e-12 | 0.40 | 0.94 | 0.05 | TRUE |
64 | YFS | Blood | MARK3 | 0.04 | 0.04 | lasso | 3 | 0.04 | 1.6e-12 | 5.51 | 5.3 | 1.5e-07 | -0.36 | 1.00 | 0.00 | FALSE |
65 | YFS | Blood | TRMT61A | 0.08 | 0.11 | lasso | 4 | 0.12 | 1.6e-37 | -7.67 | -6.9 | 5.3e-12 | 0.71 | 1.00 | 0.00 | FALSE |
66 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CINP | 0.03 | 0.04 | lasso | 3 | 0.03 | 2.4e-07 | -6.89 | -6.7 | 1.7e-11 | -0.06 | 0.00 | 1.00 | FALSE |
67 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CINP | 0.06 | -0.01 | blup | 32 | 0.02 | 4.6e-02 | -6.51 | -6.1 | 1.2e-09 | 0.02 | 0.00 | 0.65 | FALSE |
68 | The Cancer Genome Atlas | Colon Adenocarcinoma | CINP | 0.16 | 0.08 | blup | 31 | 0.12 | 3.3e-07 | -6.53 | -5.7 | 1.0e-08 | -0.05 | 0.01 | 0.99 | FALSE |
69 | The Cancer Genome Atlas | Glioblastoma Multiforme | C14orf153 | 0.14 | 0.01 | blup | 40 | 0.03 | 3.5e-02 | 3.87 | 5.5 | 3.9e-08 | -0.61 | 0.01 | 0.46 | FALSE |
70 | The Cancer Genome Atlas | Glioblastoma Multiforme | CINP | 0.20 | 0.16 | lasso | 4 | 0.15 | 2.5e-05 | -6.53 | -6.9 | 7.3e-12 | -0.06 | 0.01 | 0.96 | FALSE |
71 | The Cancer Genome Atlas | Glioblastoma Multiforme | MARK3 | 0.12 | 0.05 | blup | 64 | 0.07 | 3.3e-03 | 4.86 | 7.0 | 2.8e-12 | -0.64 | 0.02 | 0.23 | FALSE |
72 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | CINP | 0.06 | 0.06 | enet | 4 | 0.06 | 1.4e-07 | -6.53 | -5.7 | 9.4e-09 | -0.02 | 0.01 | 0.99 | FALSE |
73 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CINP | 0.03 | 0.04 | enet | 3 | 0.03 | 1.0e-04 | -6.53 | -6.5 | 5.9e-11 | -0.05 | 0.01 | 0.97 | FALSE |
74 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TECPR2 | 0.05 | 0.01 | blup | 79 | 0.03 | 1.6e-04 | -6.68 | 5.6 | 2.1e-08 | 0.04 | 0.01 | 0.75 | FALSE |
75 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | CINP | 0.08 | 0.07 | lasso | 3 | 0.06 | 3.3e-04 | -6.51 | -6.5 | 6.1e-11 | -0.05 | 0.01 | 0.97 | FALSE |
76 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C14orf153 | 0.04 | 0.01 | blup | 38 | 0.03 | 6.2e-04 | -5.56 | 7.6 | 2.3e-14 | -0.72 | 0.07 | 0.37 | FALSE |
77 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CINP | 0.04 | 0.02 | lasso | 3 | 0.03 | 2.1e-04 | -5.28 | -6.1 | 9.0e-10 | -0.03 | 0.01 | 0.99 | FALSE |
78 | The Cancer Genome Atlas | Lung Adenocarcinoma | C14orf153 | 0.06 | 0.02 | blup | 38 | 0.04 | 2.4e-05 | 3.87 | 6.8 | 1.1e-11 | -0.69 | 0.16 | 0.42 | FALSE |
79 | The Cancer Genome Atlas | Lung Adenocarcinoma | CINP | 0.05 | 0.04 | blup | 32 | 0.03 | 6.7e-05 | -6.51 | -5.6 | 2.2e-08 | 0.00 | 0.00 | 0.99 | FALSE |
80 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | CKB | 0.03 | 0.00 | blup | 34 | 0.02 | 1.4e-03 | -5.67 | 6.4 | 1.5e-10 | -0.79 | 0.02 | 0.55 | FALSE |
81 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | CINP | 0.06 | 0.06 | blup | 32 | 0.05 | 2.0e-04 | -6.89 | -7.0 | 2.0e-12 | 0.00 | 0.00 | 0.98 | FALSE |
82 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | C14orf153 | 0.11 | 0.11 | lasso | 3 | 0.10 | 1.1e-04 | 4.31 | 5.1 | 2.8e-07 | -0.54 | 0.18 | 0.20 | TRUE |
83 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | CINP | 0.15 | 0.04 | blup | 31 | 0.12 | 1.3e-05 | -2.20 | -6.2 | 5.6e-10 | 0.01 | 0.02 | 0.84 | FALSE |
84 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C14orf153 | 0.09 | 0.08 | blup | 38 | 0.09 | 6.2e-10 | 4.31 | 6.2 | 6.4e-10 | -0.64 | 0.98 | 0.02 | FALSE |
85 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CINP | 0.10 | 0.12 | lasso | 5 | 0.12 | 1.5e-12 | -6.53 | -6.6 | 5.2e-11 | -0.05 | 0.01 | 0.99 | FALSE |
86 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CKB | 0.07 | 0.09 | blup | 32 | 0.10 | 1.1e-10 | -10.91 | 9.7 | 2.1e-22 | -0.93 | 0.01 | 0.99 | FALSE |
87 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TECPR2 | 0.04 | 0.00 | blup | 78 | 0.00 | 9.0e-02 | -8.23 | 5.7 | 1.0e-08 | 0.07 | 0.01 | 0.48 | FALSE |
88 | The Cancer Genome Atlas | Soft Tissue Sarcoma | CINP | 0.08 | 0.02 | blup | 32 | 0.04 | 2.3e-03 | -6.89 | -5.5 | 3.0e-08 | -0.08 | 0.00 | 0.92 | FALSE |
89 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C14orf153 | 0.20 | 0.05 | lasso | 2 | 0.04 | 8.8e-04 | -10.91 | 10.6 | 2.2e-26 | -0.95 | 0.00 | 0.98 | TRUE |
90 | The Cancer Genome Atlas | Stomach Adenocarcinoma | CINP | 0.08 | 0.05 | lasso | 5 | 0.04 | 7.7e-04 | -6.53 | -6.6 | 3.9e-11 | -0.05 | 0.00 | 0.98 | FALSE |
91 | The Cancer Genome Atlas | Thyroid Carcinoma | CINP | 0.17 | 0.19 | lasso | 2 | 0.19 | 6.8e-18 | -6.53 | -6.5 | 6.2e-11 | -0.05 | 0.01 | 0.99 | FALSE |
92 | The Cancer Genome Atlas | Thyroid Carcinoma | KLC1 | 0.04 | 0.01 | blup | 82 | 0.03 | 5.4e-04 | -5.63 | -6.1 | 8.7e-10 | 0.66 | 0.04 | 0.74 | FALSE |