Best TWAS P=2.96e-133 · Best GWAS P=8.22e-142 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 | GCDH | 0.22 | 0.24 | lasso | 5 | 0.25 | 1.0e-29 | 8.44 | -8.0 | 1.4e-15 | 0.62 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | LOC113230 | 0.08 | 0.12 | lasso | 2 | 0.11 | 1.1e-13 | 6.68 | 6.8 | 7.9e-12 | -0.05 | 0.00 | 1.00 | TRUE |
3 | CommonMind | Brain Pre-frontal Cortex | MAN2B1 | 0.05 | 0.03 | lasso | 2 | 0.03 | 5.1e-05 | -9.76 | 8.2 | 1.6e-16 | -0.21 | 0.35 | 0.02 | FALSE |
4 | GTEx | Artery Tibial | GCDH | 0.08 | 0.10 | lasso | 3 | 0.09 | 1.8e-07 | 8.58 | -10.7 | 9.1e-27 | 0.69 | 0.10 | 0.90 | FALSE |
5 | GTEx | Brain Caudate basal ganglia | hsa-mir-1199 | 0.31 | 0.21 | lasso | 1 | 0.12 | 1.9e-04 | 6.68 | 6.7 | 2.4e-11 | -0.04 | 0.00 | 0.99 | FALSE |
6 | GTEx | Brain Caudate basal ganglia | FARSA | 0.22 | 0.08 | lasso | 3 | 0.04 | 3.0e-02 | -24.30 | -24.6 | 3.0e-133 | 0.94 | 0.01 | 0.85 | TRUE |
7 | GTEx | Brain Cerebellar Hemisphere | GCDH | 0.62 | 0.43 | lasso | 5 | 0.49 | 1.7e-14 | 8.58 | -15.2 | 4.8e-52 | 0.79 | 0.05 | 0.95 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | DNASE2 | 0.46 | 0.10 | lasso | 8 | 0.06 | 9.8e-03 | -13.60 | -14.7 | 4.0e-49 | 0.68 | 0.04 | 0.55 | FALSE |
9 | GTEx | Brain Cerebellum | GCDH | 0.48 | 0.48 | lasso | 6 | 0.49 | 1.5e-16 | 8.44 | -15.0 | 5.2e-51 | 0.82 | 0.02 | 0.98 | TRUE |
10 | GTEx | Brain Cerebellum | AD000092.3 | 0.40 | 0.15 | lasso | 3 | 0.19 | 2.2e-06 | 8.58 | -18.1 | 5.4e-73 | 0.88 | 0.03 | 0.96 | FALSE |
11 | GTEx | Brain Cortex | GCDH | 0.33 | 0.23 | lasso | 4 | 0.26 | 7.7e-08 | -24.30 | -20.5 | 5.5e-93 | 0.93 | 0.01 | 0.99 | FALSE |
12 | GTEx | Brain Frontal Cortex BA9 | GCDH | 0.28 | 0.31 | lasso | 1 | 0.25 | 3.0e-07 | 8.58 | -8.6 | 9.2e-18 | 0.62 | 0.56 | 0.36 | FALSE |
13 | GTEx | Breast Mammary Tissue (Female) | MAN2B1 | 0.08 | 0.00 | lasso | 1 | 0.00 | 2.4e-01 | -9.76 | 9.8 | 1.7e-22 | -0.29 | 0.02 | 0.37 | FALSE |
14 | GTEx | Cells EBV-transformed lymphocytes | FARSA | 0.26 | 0.24 | lasso | 5 | 0.18 | 2.3e-06 | -22.50 | -23.1 | 5.2e-118 | 0.91 | 0.01 | 0.99 | FALSE |
15 | GTEx | Cells EBV-transformed lymphocytes | RAD23A | 0.20 | 0.05 | lasso | 3 | 0.04 | 1.7e-02 | -13.60 | -16.9 | 3.2e-64 | 0.73 | 0.03 | 0.74 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | MAN2B1 | 0.15 | 0.10 | enet | 17 | 0.08 | 2.7e-06 | -2.34 | 5.6 | 2.8e-08 | -0.11 | 0.99 | 0.00 | TRUE |
17 | GTEx | Cells Transformed fibroblasts | WDR83 | 0.08 | 0.00 | lasso | 3 | 0.02 | 1.1e-02 | 11.30 | -11.1 | 1.4e-28 | 0.32 | 0.07 | 0.05 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | FARSA | 0.08 | 0.00 | enet | 28 | 0.00 | 4.4e-01 | -23.30 | -12.2 | 2.5e-34 | 0.54 | 0.04 | 0.54 | FALSE |
19 | GTEx | Colon Sigmoid | MAN2B1 | 0.28 | 0.08 | enet | 22 | 0.17 | 1.1e-06 | -2.00 | 8.2 | 1.8e-16 | -0.18 | 0.17 | 0.17 | TRUE |
20 | GTEx | Colon Transverse | WDR83 | 0.18 | 0.00 | enet | 32 | 0.03 | 1.5e-02 | 0.39 | 7.1 | 1.2e-12 | -0.39 | 0.03 | 0.13 | FALSE |
21 | GTEx | Esophagus Gastroesophageal Junction | ZNF443 | 0.18 | 0.01 | enet | 15 | 0.04 | 1.4e-02 | -23.60 | -19.5 | 2.8e-84 | 0.59 | 0.02 | 0.76 | FALSE |
22 | GTEx | Esophagus Mucosa | GCDH | 0.26 | 0.28 | lasso | 2 | 0.27 | 5.2e-18 | 8.44 | -8.8 | 1.1e-18 | 0.65 | 1.00 | 0.00 | FALSE |
23 | GTEx | Esophagus Muscularis | HOOK2 | 0.13 | 0.04 | lasso | 3 | 0.00 | 3.3e-01 | -23.70 | 23.8 | 3.8e-125 | -0.94 | 0.01 | 0.96 | FALSE |
24 | GTEx | Esophagus Muscularis | MAN2B1 | 0.16 | 0.05 | enet | 30 | 0.09 | 4.4e-06 | -3.01 | 7.5 | 8.6e-14 | -0.17 | 0.82 | 0.02 | TRUE |
25 | GTEx | Lung | GCDH | 0.25 | 0.14 | enet | 16 | 0.15 | 1.7e-11 | -25.40 | -20.2 | 1.1e-90 | 0.89 | 0.00 | 1.00 | FALSE |
26 | GTEx | Muscle Skeletal | GCDH | 0.13 | 0.00 | enet | 11 | 0.00 | 4.6e-01 | 2.26 | -11.5 | 1.3e-30 | 0.55 | 0.08 | 0.48 | FALSE |
27 | GTEx | Muscle Skeletal | DNASE2 | 0.19 | 0.16 | enet | 15 | 0.16 | 3.5e-15 | 17.00 | -16.5 | 3.9e-61 | 0.43 | 1.00 | 0.00 | FALSE |
28 | GTEx | Muscle Skeletal | IER2 | 0.08 | 0.00 | enet | 12 | 0.00 | 4.6e-01 | -5.33 | -10.1 | 5.6e-24 | 0.44 | 0.20 | 0.61 | TRUE |
29 | GTEx | Muscle Skeletal | FARSA | 0.05 | 0.05 | lasso | 3 | 0.05 | 1.3e-05 | -22.60 | -21.8 | 2.1e-105 | 0.91 | 0.06 | 0.94 | FALSE |
30 | GTEx | Muscle Skeletal | CTC-250I14.6 | 0.10 | 0.00 | enet | 12 | 0.00 | 1.6e-01 | -5.33 | -10.1 | 6.5e-24 | 0.44 | 0.49 | 0.39 | FALSE |
31 | GTEx | Muscle Skeletal | CTD-2265O21.7 | 0.16 | 0.12 | enet | 25 | 0.13 | 1.1e-12 | 12.80 | -15.5 | 3.9e-54 | 0.44 | 1.00 | 0.00 | FALSE |
32 | GTEx | Nerve Tibial | MAN2B1 | 0.14 | 0.01 | enet | 57 | 0.03 | 4.0e-03 | -2.40 | 10.6 | 2.8e-26 | -0.20 | 0.59 | 0.05 | TRUE |
33 | GTEx | Ovary | GCDH | 0.35 | 0.02 | enet | 1 | 0.02 | 1.3e-01 | -18.20 | -18.2 | 1.1e-73 | 0.84 | 0.01 | 0.89 | FALSE |
34 | GTEx | Ovary | AD000092.3 | 0.29 | -0.01 | lasso | 6 | 0.00 | 2.9e-01 | 8.44 | -7.5 | 4.7e-14 | 0.58 | 0.02 | 0.70 | FALSE |
35 | GTEx | Pancreas | GCDH | 0.19 | 0.10 | lasso | 6 | 0.09 | 1.1e-04 | -18.20 | -17.4 | 4.0e-68 | 0.82 | 0.02 | 0.97 | FALSE |
36 | GTEx | Pancreas | FARSA | 0.18 | 0.01 | enet | 12 | 0.07 | 9.3e-04 | -16.90 | -16.8 | 4.2e-63 | 0.75 | 0.02 | 0.89 | FALSE |
37 | GTEx | Pituitary | GCDH | 0.42 | 0.30 | lasso | 5 | 0.29 | 4.2e-08 | -23.70 | -23.9 | 2.2e-126 | 0.96 | 0.01 | 0.98 | FALSE |
38 | GTEx | Pituitary | NACC1 | 0.46 | -0.01 | enet | 47 | 0.11 | 1.2e-03 | 18.10 | -8.9 | 6.4e-19 | 0.19 | 0.05 | 0.16 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | GCDH | 0.16 | 0.21 | lasso | 3 | 0.20 | 1.4e-16 | 8.58 | -9.5 | 2.8e-21 | 0.64 | 1.00 | 0.00 | FALSE |
40 | GTEx | Small Intestine Terminal Ileum | CTC-425F1.4 | 0.26 | 0.13 | enet | 22 | 0.08 | 6.1e-03 | -2.11 | 12.9 | 6.1e-38 | -0.35 | 0.04 | 0.42 | FALSE |
41 | GTEx | Spleen | HOOK2 | 0.50 | 0.07 | lasso | 5 | 0.23 | 1.6e-06 | 2.08 | 12.6 | 1.9e-36 | -0.51 | 0.02 | 0.67 | FALSE |
42 | GTEx | Spleen | MAN2B1 | 0.33 | -0.01 | enet | 25 | 0.06 | 1.6e-02 | -7.78 | 15.3 | 4.8e-53 | -0.35 | 0.03 | 0.26 | FALSE |
43 | GTEx | Spleen | SYCE2 | 0.38 | 0.05 | lasso | 7 | 0.01 | 1.7e-01 | 8.58 | 10.5 | 9.9e-26 | -0.58 | 0.03 | 0.30 | FALSE |
44 | GTEx | Testis | CTC-425F1.4 | 0.14 | 0.03 | enet | 9 | 0.05 | 2.0e-03 | -22.60 | 17.9 | 8.3e-72 | -0.73 | 0.04 | 0.79 | FALSE |
45 | GTEx | Thyroid | MAN2B1 | 0.09 | 0.01 | lasso | 6 | 0.01 | 6.0e-02 | 6.55 | 5.2 | 1.9e-07 | -0.14 | 0.09 | 0.19 | TRUE |
46 | GTEx | Thyroid | SYCE2 | 0.09 | 0.10 | lasso | 1 | 0.09 | 2.2e-07 | 8.58 | 8.6 | 9.2e-18 | -0.62 | 0.86 | 0.12 | FALSE |
47 | GTEx | Vagina | GCDH | 0.36 | 0.01 | lasso | 5 | 0.00 | 3.3e-01 | -25.40 | -22.0 | 5.0e-107 | 0.82 | 0.02 | 0.62 | FALSE |
48 | GTEx | Whole Blood | HOOK2 | 0.07 | 0.01 | enet | 19 | 0.02 | 8.1e-03 | -2.98 | 13.9 | 8.3e-44 | -0.61 | 0.02 | 0.88 | FALSE |
49 | GTEx | Whole Blood | GCDH | 0.10 | 0.03 | lasso | 4 | 0.03 | 1.4e-03 | 8.58 | -15.7 | 2.3e-55 | 0.82 | 0.05 | 0.87 | FALSE |
50 | GTEx | Whole Blood | DNASE2 | 0.09 | 0.03 | enet | 9 | 0.03 | 1.3e-03 | 17.30 | -15.4 | 1.4e-53 | 0.39 | 0.41 | 0.07 | FALSE |
51 | GTEx | Whole Blood | CTD-2265O21.7 | 0.08 | 0.02 | enet | 9 | 0.04 | 1.5e-04 | 17.30 | -16.6 | 9.0e-62 | 0.40 | 0.45 | 0.04 | FALSE |
52 | NTR | Blood | CALR | 0.04 | 0.03 | lasso | 8 | 0.02 | 4.2e-08 | -17.10 | 15.3 | 9.8e-53 | -0.75 | 0.84 | 0.16 | FALSE |
53 | NTR | Blood | DNASE2 | 0.05 | 0.05 | bslmm | 321 | 0.05 | 1.7e-16 | 11.70 | -6.2 | 5.6e-10 | 0.30 | 1.00 | 0.00 | TRUE |
54 | ROSMAP | Brain Pre-frontal Cortex | GCDH | 0.26 | 0.26 | lasso | 11 | 0.25 | 6.1e-32 | 8.44 | -8.2 | 1.9e-16 | 0.63 | 1.00 | 0.00 | FALSE |
55 | ROSMAP | Brain Pre-frontal Cortex | hsa-mir-1199 | 0.13 | 0.08 | enet | 16 | 0.08 | 5.7e-10 | 6.69 | 5.5 | 3.1e-08 | -0.03 | 0.00 | 1.00 | FALSE |
56 | YFS | Blood | DNASE2 | 0.22 | 0.27 | enet | 27 | 0.29 | 4.5e-97 | 17.20 | -14.5 | 8.1e-48 | 0.42 | 1.00 | 0.00 | TRUE |
57 | YFS | Blood | FARSA | 0.02 | 0.03 | lasso | 1 | 0.02 | 1.3e-07 | 8.44 | -8.4 | 3.2e-17 | 0.64 | 0.82 | 0.18 | FALSE |
58 | YFS | Blood | MAN2B1 | 0.13 | 0.07 | enet | 32 | 0.12 | 3.1e-38 | -9.76 | 8.6 | 1.2e-17 | -0.24 | 1.00 | 0.00 | TRUE |
59 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C19orf56 | 0.02 | 0.01 | blup | 23 | 0.01 | 1.0e-03 | -2.40 | 5.5 | 3.0e-08 | -0.13 | 0.01 | 0.89 | FALSE |
60 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CALR | 0.01 | 0.01 | enet | 4 | 0.01 | 8.3e-04 | -23.60 | 14.6 | 3.8e-48 | -0.77 | 0.01 | 0.69 | FALSE |
61 | The Cancer Genome Atlas | Breast Invasive Carcinoma | DNASE2 | 0.03 | 0.01 | enet | 9 | 0.01 | 5.5e-04 | 13.60 | 7.9 | 3.2e-15 | -0.11 | 0.05 | 0.03 | FALSE |
62 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MAN2B1 | 0.02 | 0.01 | blup | 27 | 0.01 | 1.7e-03 | -2.34 | 5.4 | 8.0e-08 | -0.09 | 0.12 | 0.46 | FALSE |
63 | The Cancer Genome Atlas | Colon Adenocarcinoma | ZNF443 | 0.09 | 0.11 | enet | 8 | 0.08 | 1.7e-05 | 5.60 | 5.4 | 5.7e-08 | -0.12 | 0.01 | 0.99 | FALSE |
64 | The Cancer Genome Atlas | Glioblastoma Multiforme | GCDH | 0.19 | 0.13 | enet | 5 | 0.09 | 9.4e-04 | 8.44 | -6.0 | 1.5e-09 | 0.57 | 0.02 | 0.32 | FALSE |
65 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MAN2B1 | 0.02 | 0.01 | blup | 26 | 0.02 | 3.1e-03 | -3.00 | 6.0 | 2.3e-09 | -0.12 | 0.03 | 0.38 | FALSE |
66 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DAND5 | 0.03 | 0.02 | blup | 31 | 0.03 | 3.0e-04 | -13.60 | 21.2 | 4.4e-100 | -0.83 | 0.00 | 0.96 | FALSE |
67 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DNASE2 | 0.04 | 0.01 | enet | 6 | 0.02 | 1.1e-03 | 17.00 | 16.8 | 1.3e-63 | -0.43 | 0.02 | 0.09 | FALSE |
68 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MAN2B1 | 0.03 | 0.01 | blup | 22 | 0.03 | 5.8e-04 | -3.00 | 5.4 | 6.1e-08 | -0.09 | 0.08 | 0.42 | TRUE |
69 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MAST1 | 0.03 | 0.00 | blup | 47 | 0.01 | 2.5e-02 | 17.00 | 20.2 | 7.3e-91 | -0.57 | 0.03 | 0.09 | TRUE |
70 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ZNF709 | 0.02 | 0.02 | blup | 56 | 0.01 | 9.8e-03 | 5.14 | 5.2 | 2.4e-07 | -0.12 | 0.12 | 0.03 | TRUE |
71 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CALR | 0.03 | 0.01 | blup | 32 | 0.01 | 1.2e-02 | -13.60 | 17.9 | 9.0e-72 | -0.82 | 0.02 | 0.62 | FALSE |
72 | The Cancer Genome Atlas | Brain Lower Grade Glioma | FARSA | 0.05 | 0.04 | blup | 33 | 0.05 | 1.8e-06 | 8.44 | -14.3 | 2.2e-46 | 0.76 | 0.19 | 0.77 | FALSE |
73 | The Cancer Genome Atlas | Brain Lower Grade Glioma | GCDH | 0.41 | 0.17 | lasso | 2 | 0.16 | 3.3e-18 | 8.44 | -8.3 | 1.4e-16 | 0.64 | 1.00 | 0.00 | FALSE |
74 | The Cancer Genome Atlas | Brain Lower Grade Glioma | MAN2B1 | 0.13 | 0.09 | enet | 14 | 0.12 | 4.4e-13 | -1.58 | 8.0 | 1.7e-15 | -0.20 | 0.93 | 0.07 | TRUE |
75 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RTBDN | 0.03 | 0.03 | lasso | 2 | 0.02 | 2.3e-03 | 17.20 | -17.5 | 1.5e-68 | 0.42 | 0.03 | 0.86 | FALSE |
76 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ZNF709 | 0.05 | 0.05 | enet | 8 | 0.06 | 3.1e-07 | 5.11 | 5.6 | 1.7e-08 | -0.12 | 1.00 | 0.00 | FALSE |
77 | The Cancer Genome Atlas | Lung Adenocarcinoma | PALM3 | 0.04 | 0.03 | enet | 3 | 0.03 | 3.6e-04 | 5.18 | -6.3 | 3.2e-10 | 0.07 | 0.02 | 0.92 | FALSE |
78 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | C19orf56 | 0.42 | 0.00 | lasso | 5 | 0.00 | 1.1e-01 | 6.55 | 6.6 | 4.9e-11 | -0.20 | 0.00 | 0.03 | TRUE |
79 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | MAST1 | 0.08 | 0.04 | lasso | 5 | 0.05 | 4.1e-04 | 17.20 | 20.7 | 1.5e-95 | -0.65 | 0.03 | 0.35 | FALSE |
80 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MAN2B1 | 0.06 | 0.03 | lasso | 2 | 0.01 | 4.3e-02 | 6.71 | 7.8 | 5.5e-15 | -0.24 | 0.06 | 0.35 | FALSE |
81 | The Cancer Genome Atlas | Soft Tissue Sarcoma | MAN2B1 | 0.40 | 0.08 | blup | 38 | 0.12 | 1.2e-07 | -1.94 | 6.4 | 1.9e-10 | -0.20 | 0.71 | 0.13 | FALSE |
82 | The Cancer Genome Atlas | Stomach Adenocarcinoma | GCDH | 0.13 | 0.08 | lasso | 3 | 0.07 | 7.7e-06 | 8.44 | -6.3 | 2.2e-10 | 0.59 | 0.55 | 0.05 | FALSE |
83 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | MAN2B1 | 0.15 | 0.06 | lasso | 2 | 0.03 | 2.5e-02 | 6.71 | 7.9 | 2.5e-15 | -0.24 | 0.01 | 0.22 | FALSE |
84 | The Cancer Genome Atlas | Thyroid Carcinoma | MAST1 | 0.03 | 0.04 | enet | 9 | 0.03 | 3.4e-04 | 11.30 | 14.4 | 7.2e-47 | -0.37 | 0.30 | 0.06 | FALSE |
85 | The Cancer Genome Atlas | Thyroid Carcinoma | PALM3 | 0.09 | 0.04 | lasso | 2 | 0.05 | 1.2e-05 | 5.18 | -5.8 | 5.0e-09 | 0.07 | 0.12 | 0.88 | FALSE |
86 | The Cancer Genome Atlas | Thyroid Carcinoma | ZNF709 | 0.03 | 0.03 | enet | 8 | 0.03 | 2.7e-04 | 5.60 | 5.1 | 2.7e-07 | -0.14 | 0.34 | 0.03 | FALSE |