Best TWAS P=2.99e-24 · Best GWAS P=5.49e-25 conditioned to 1
# | 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 | CSDC2 | 0.20 | 0.30 | lasso | 5 | 0.32 | 2.1e-40 | 6.7 | 6.7 | 2.5e-11 | 0.11 | 0.20 | 0.80 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | EP300 | 0.05 | 0.00 | bslmm | 289 | 0.02 | 3.2e-03 | -5.2 | 5.8 | 7.0e-09 | 0.16 | 0.46 | 0.02 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | NHP2L1 | 0.08 | 0.09 | bslmm | 299 | 0.10 | 9.9e-12 | 6.5 | -7.0 | 3.4e-12 | -0.14 | 0.19 | 0.81 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | POLR3H | 0.24 | 0.31 | enet | 24 | 0.35 | 1.3e-44 | 6.1 | 6.5 | 8.5e-11 | 0.10 | 0.63 | 0.37 | FALSE |
5 | CommonMind | Brain Pre-frontal Cortex | TOB2 | 0.02 | 0.01 | bslmm | 278 | 0.01 | 3.5e-02 | 5.3 | 6.7 | 2.0e-11 | 0.11 | 0.19 | 0.67 | FALSE |
6 | GTEx | Adipose Visceral Omentum | TNRC6B | 0.11 | 0.00 | lasso | 4 | 0.01 | 1.5e-01 | -0.3 | 5.1 | 2.8e-07 | 0.26 | 0.03 | 0.49 | FALSE |
7 | GTEx | Artery Aorta | ACO2 | 0.08 | 0.08 | lasso | 5 | 0.06 | 2.8e-04 | 6.1 | 6.2 | 5.7e-10 | 0.10 | 0.06 | 0.86 | FALSE |
8 | GTEx | Brain Caudate basal ganglia | CSDC2 | 0.13 | 0.03 | enet | 9 | 0.08 | 2.0e-03 | 2.7 | 5.7 | 1.0e-08 | 0.08 | 0.10 | 0.53 | FALSE |
9 | GTEx | Brain Cerebellar Hemisphere | POLR3H | 0.10 | 0.08 | lasso | 7 | 0.08 | 4.9e-03 | 6.5 | 6.5 | 8.2e-11 | 0.12 | 0.09 | 0.59 | FALSE |
10 | GTEx | Brain Cortex | POLR3H | 0.27 | 0.21 | lasso | 8 | 0.18 | 8.5e-06 | 6.5 | 6.1 | 1.3e-09 | 0.11 | 0.11 | 0.87 | FALSE |
11 | GTEx | Brain Cortex | CSDC2 | 0.31 | 0.32 | lasso | 5 | 0.28 | 1.8e-08 | 6.4 | 6.7 | 2.1e-11 | 0.13 | 0.19 | 0.80 | FALSE |
12 | GTEx | Brain Frontal Cortex BA9 | SLC25A17 | 0.11 | -0.01 | lasso | 5 | 0.00 | 3.5e-01 | 5.5 | 6.4 | 2.0e-10 | 0.35 | 0.08 | 0.14 | FALSE |
13 | GTEx | Brain Frontal Cortex BA9 | POLR3H | 0.13 | 0.09 | lasso | 7 | 0.04 | 3.4e-02 | 6.4 | 6.5 | 1.0e-10 | 0.12 | 0.07 | 0.66 | FALSE |
14 | GTEx | Brain Frontal Cortex BA9 | CSDC2 | 0.25 | 0.23 | lasso | 8 | 0.24 | 3.8e-07 | 6.1 | 6.1 | 8.8e-10 | 0.10 | 0.09 | 0.91 | FALSE |
15 | GTEx | Brain Hippocampus | POLR3H | 0.16 | 0.11 | lasso | 14 | 0.05 | 2.4e-02 | 6.4 | 6.5 | 9.9e-11 | 0.12 | 0.08 | 0.64 | FALSE |
16 | GTEx | Brain Nucleus accumbens basal ganglia | CSDC2 | 0.25 | 0.28 | lasso | 2 | 0.29 | 1.8e-08 | 6.5 | 6.6 | 4.8e-11 | 0.13 | 0.17 | 0.83 | FALSE |
17 | GTEx | Brain Putamen basal ganglia | POLR3H | 0.23 | 0.06 | enet | 20 | 0.04 | 4.5e-02 | 6.5 | 5.2 | 1.9e-07 | 0.12 | 0.06 | 0.46 | FALSE |
18 | GTEx | Brain Putamen basal ganglia | CSDC2 | 0.19 | 0.06 | lasso | 4 | 0.13 | 5.3e-04 | 6.5 | 6.1 | 9.2e-10 | 0.10 | 0.10 | 0.55 | FALSE |
19 | GTEx | Cells EBV-transformed lymphocytes | L3MBTL2 | 0.12 | 0.08 | lasso | 6 | 0.05 | 1.0e-02 | -5.2 | -5.8 | 6.2e-09 | -0.14 | 0.15 | 0.12 | FALSE |
20 | GTEx | Cells EBV-transformed lymphocytes | PMM1 | 0.20 | 0.16 | lasso | 7 | 0.14 | 1.9e-05 | 6.1 | -6.5 | 9.0e-11 | -0.12 | 0.28 | 0.67 | FALSE |
21 | GTEx | Cells EBV-transformed lymphocytes | TEF | 0.23 | 0.13 | lasso | 7 | 0.16 | 6.9e-06 | 6.1 | 6.3 | 2.2e-10 | 0.11 | 0.12 | 0.87 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | CSDC2 | 0.09 | 0.02 | enet | 18 | 0.06 | 3.6e-05 | 6.1 | 5.9 | 2.9e-09 | 0.03 | 0.19 | 0.71 | FALSE |
23 | GTEx | Esophagus Gastroesophageal Junction | TOB2 | 0.16 | 0.01 | enet | 14 | 0.03 | 3.5e-02 | -5.5 | -7.1 | 1.0e-12 | -0.16 | 0.06 | 0.17 | TRUE |
24 | GTEx | Esophagus Muscularis | PMM1 | 0.07 | 0.05 | lasso | 5 | 0.05 | 6.8e-04 | 6.9 | -6.3 | 3.8e-10 | -0.11 | 0.10 | 0.88 | FALSE |
25 | GTEx | Muscle Skeletal | PMM1 | 0.04 | 0.03 | lasso | 3 | 0.02 | 1.8e-03 | 6.5 | -6.0 | 1.9e-09 | -0.12 | 0.17 | 0.79 | FALSE |
26 | GTEx | Muscle Skeletal | MKL1 | 0.05 | 0.02 | enet | 26 | 0.03 | 4.2e-04 | 7.0 | -6.4 | 1.5e-10 | -0.28 | 0.68 | 0.04 | FALSE |
27 | GTEx | Ovary | ACO2 | 0.14 | 0.12 | lasso | 3 | 0.13 | 4.5e-04 | 6.5 | 5.9 | 3.9e-09 | 0.06 | 0.07 | 0.78 | FALSE |
28 | GTEx | Stomach | DESI1 | 0.12 | 0.07 | enet | 14 | 0.06 | 4.9e-04 | 6.4 | 5.7 | 1.5e-08 | 0.12 | 0.14 | 0.83 | FALSE |
29 | GTEx | Testis | CCDC134 | 0.20 | 0.29 | lasso | 20 | 0.26 | 4.9e-12 | 6.5 | -6.2 | 7.1e-10 | -0.12 | 0.20 | 0.80 | FALSE |
30 | GTEx | Testis | POLR3H | 0.32 | 0.51 | enet | 9 | 0.51 | 5.6e-26 | 6.5 | 6.1 | 1.0e-09 | 0.11 | 0.27 | 0.73 | FALSE |
31 | GTEx | Testis | TEF | 0.06 | 0.05 | lasso | 5 | 0.04 | 5.5e-03 | 7.0 | 6.7 | 1.7e-11 | 0.08 | 0.04 | 0.91 | FALSE |
32 | GTEx | Testis | RP5-821D11.7 | 0.15 | 0.16 | lasso | 8 | 0.12 | 9.0e-06 | 5.6 | -5.3 | 1.4e-07 | -0.11 | 0.22 | 0.78 | FALSE |
33 | GTEx | Thyroid | ZC3H7B | 0.11 | 0.07 | enet | 7 | 0.07 | 3.9e-06 | -5.5 | -5.7 | 1.1e-08 | -0.14 | 0.44 | 0.02 | FALSE |
34 | GTEx | Thyroid | ACO2 | 0.08 | 0.09 | lasso | 6 | 0.10 | 9.6e-08 | 5.3 | 5.8 | 7.5e-09 | 0.11 | 0.23 | 0.77 | FALSE |
35 | GTEx | Uterus | ACO2 | 0.13 | 0.06 | enet | 31 | 0.08 | 9.5e-03 | 6.1 | 5.8 | 5.8e-09 | 0.12 | 0.09 | 0.63 | FALSE |
36 | GTEx | Vagina | PMM1 | 0.25 | 0.13 | lasso | 4 | 0.14 | 5.3e-04 | 6.7 | -6.1 | 1.3e-09 | -0.05 | 0.09 | 0.50 | FALSE |
37 | NTR | Blood | EP300 | 0.04 | 0.00 | bslmm | 275 | 0.02 | 2.9e-06 | -5.2 | 5.8 | 8.6e-09 | 0.08 | 0.47 | 0.05 | FALSE |
38 | NTR | Blood | TEF | 0.01 | 0.02 | lasso | 2 | 0.02 | 3.8e-06 | 6.9 | 7.0 | 2.6e-12 | 0.09 | 0.02 | 0.98 | FALSE |
39 | YFS | Blood | EP300 | 0.05 | 0.04 | blup | 284 | 0.05 | 5.2e-15 | -5.2 | 6.7 | 1.7e-11 | 0.17 | 1.00 | 0.00 | FALSE |
40 | YFS | Blood | MEI1 | 0.09 | 0.18 | lasso | 21 | 0.19 | 2.7e-59 | 6.6 | 6.5 | 7.9e-11 | 0.13 | 0.21 | 0.79 | FALSE |
41 | YFS | Blood | NHP2L1 | 0.02 | 0.00 | bslmm | 300 | 0.01 | 1.6e-05 | 5.9 | 6.5 | 8.9e-11 | 0.12 | 0.06 | 0.92 | FALSE |
42 | YFS | Blood | TEF | 0.09 | 0.17 | lasso | 2 | 0.17 | 9.0e-53 | 7.0 | 7.0 | 2.5e-12 | 0.11 | 0.01 | 0.99 | FALSE |
43 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PMM1 | 0.04 | 0.03 | lasso | 6 | 0.02 | 6.1e-03 | 6.5 | -6.5 | 8.2e-11 | -0.12 | 0.01 | 0.74 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MEI1 | 0.01 | 0.01 | blup | 62 | 0.01 | 1.1e-02 | 5.6 | 5.3 | 9.6e-08 | 0.13 | 0.02 | 0.93 | FALSE |
45 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TNRC6B | 0.02 | 0.01 | blup | 92 | 0.01 | 2.7e-03 | 8.4 | 8.8 | 1.5e-18 | 0.85 | 0.01 | 0.85 | FALSE |
46 | The Cancer Genome Atlas | Colon Adenocarcinoma | MKL1 | 0.05 | 0.03 | blup | 105 | 0.04 | 3.9e-03 | 6.9 | 7.8 | 4.8e-15 | 0.38 | 0.03 | 0.46 | TRUE |
47 | The Cancer Genome Atlas | Colon Adenocarcinoma | PMM1 | 0.20 | 0.06 | lasso | 1 | 0.05 | 6.6e-04 | 6.5 | -6.5 | 6.7e-11 | -0.13 | 0.01 | 0.73 | FALSE |
48 | The Cancer Genome Atlas | Colon Adenocarcinoma | TEF | 0.04 | 0.03 | blup | 36 | 0.03 | 9.5e-03 | 6.2 | 6.5 | 1.1e-10 | 0.09 | 0.02 | 0.78 | FALSE |
49 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MEI1 | 0.03 | 0.01 | blup | 64 | 0.02 | 3.8e-03 | 6.6 | 5.8 | 5.0e-09 | 0.13 | 0.02 | 0.86 | FALSE |
50 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PMM1 | 0.02 | 0.02 | blup | 18 | 0.02 | 3.9e-03 | 6.4 | -6.5 | 7.0e-11 | -0.12 | 0.01 | 0.76 | FALSE |
51 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | POLR3H | 0.04 | 0.04 | blup | 22 | 0.04 | 6.8e-05 | 5.6 | -5.5 | 4.5e-08 | -0.08 | 0.01 | 0.98 | TRUE |
52 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ADSL | 0.04 | 0.03 | enet | 6 | 0.03 | 1.6e-04 | 10.3 | 8.7 | 2.8e-18 | 0.90 | 0.00 | 0.96 | TRUE |
53 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MEI1 | 0.04 | 0.05 | blup | 61 | 0.05 | 5.5e-06 | 5.6 | 6.1 | 1.1e-09 | 0.11 | 0.03 | 0.97 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | WBP2NL | 0.10 | 0.04 | blup | 140 | 0.05 | 1.8e-06 | 3.1 | -5.4 | 5.2e-08 | -0.03 | 0.98 | 0.00 | FALSE |
55 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ACO2 | 0.03 | 0.01 | blup | 41 | 0.04 | 3.9e-03 | -2.1 | 5.4 | 6.4e-08 | 0.11 | 0.02 | 0.53 | FALSE |
56 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | ADSL | 0.07 | 0.02 | blup | 33 | 0.05 | 5.2e-04 | 3.7 | 7.2 | 7.1e-13 | 0.68 | 0.07 | 0.51 | FALSE |
57 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | MEI1 | 0.06 | 0.04 | blup | 64 | 0.04 | 3.5e-03 | 5.6 | 6.0 | 2.5e-09 | 0.10 | 0.03 | 0.91 | FALSE |
58 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TNRC6B | 0.05 | 0.03 | lasso | 8 | 0.04 | 6.9e-06 | 4.0 | 5.5 | 4.8e-08 | 0.54 | 0.80 | 0.06 | FALSE |
59 | The Cancer Genome Atlas | Lung Adenocarcinoma | ADSL | 0.03 | 0.00 | blup | 33 | 0.01 | 8.9e-03 | 10.0 | 8.6 | 5.6e-18 | 0.84 | 0.01 | 0.54 | FALSE |
60 | The Cancer Genome Atlas | Lung Adenocarcinoma | MEI1 | 0.03 | 0.04 | enet | 8 | 0.03 | 1.0e-04 | 5.6 | 6.0 | 2.3e-09 | 0.09 | 0.04 | 0.95 | FALSE |
61 | The Cancer Genome Atlas | Lung Adenocarcinoma | PMM1 | 0.02 | 0.03 | lasso | 5 | 0.02 | 1.1e-03 | 6.5 | -6.5 | 7.6e-11 | -0.12 | 0.01 | 0.88 | FALSE |
62 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PHF5A | 0.03 | 0.00 | blup | 30 | 0.01 | 2.9e-02 | 6.1 | 5.4 | 8.5e-08 | 0.11 | 0.02 | 0.51 | FALSE |
63 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PMM1 | 0.02 | 0.01 | blup | 19 | 0.02 | 4.0e-03 | 5.5 | -5.9 | 3.9e-09 | -0.12 | 0.01 | 0.76 | FALSE |
64 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TOB2 | 0.03 | 0.00 | blup | 28 | 0.02 | 3.4e-03 | 5.8 | 5.2 | 1.6e-07 | 0.11 | 0.01 | 0.58 | FALSE |
65 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | ADSL | 0.06 | 0.02 | lasso | 2 | 0.03 | 6.6e-03 | 10.2 | 10.2 | 3.0e-24 | 0.97 | 0.00 | 0.81 | TRUE |
66 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | PMM1 | 0.05 | 0.06 | blup | 18 | 0.06 | 4.1e-05 | 5.7 | -6.5 | 9.4e-11 | -0.12 | 0.02 | 0.98 | FALSE |
67 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | ADSL | 0.09 | 0.03 | lasso | 3 | 0.01 | 7.7e-02 | 10.1 | 9.9 | 5.1e-23 | 0.92 | 0.00 | 0.75 | FALSE |
68 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PMM1 | 0.08 | 0.08 | blup | 23 | 0.09 | 1.1e-04 | 6.5 | -6.5 | 6.7e-11 | -0.12 | 0.02 | 0.96 | FALSE |
69 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TNRC6B | 0.12 | 0.05 | lasso | 4 | 0.05 | 4.2e-03 | 5.8 | 6.4 | 1.9e-10 | 0.51 | 0.03 | 0.64 | FALSE |
70 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MEI1 | 0.02 | 0.02 | blup | 69 | 0.01 | 1.5e-02 | 5.6 | 6.3 | 2.8e-10 | 0.12 | 0.03 | 0.81 | FALSE |
71 | The Cancer Genome Atlas | Prostate Adenocarcinoma | POLR3H | 0.04 | 0.05 | blup | 27 | 0.05 | 3.4e-06 | 5.6 | -5.7 | 1.1e-08 | -0.08 | 0.02 | 0.98 | FALSE |
72 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | TEF | 0.30 | 0.06 | blup | 36 | 0.09 | 1.8e-03 | 7.0 | 7.1 | 1.2e-12 | 0.14 | 0.01 | 0.80 | FALSE |
73 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ADSL | 0.04 | 0.00 | blup | 33 | 0.03 | 2.6e-03 | 3.9 | 6.7 | 1.7e-11 | 0.68 | 0.02 | 0.72 | FALSE |
74 | The Cancer Genome Atlas | Stomach Adenocarcinoma | C22orf46 | 0.02 | 0.03 | blup | 25 | 0.03 | 5.5e-03 | 6.5 | -6.1 | 8.8e-10 | -0.12 | 0.01 | 0.81 | FALSE |
75 | The Cancer Genome Atlas | Stomach Adenocarcinoma | MEI1 | 0.04 | 0.04 | enet | 4 | 0.03 | 2.5e-03 | 5.6 | 6.0 | 1.7e-09 | 0.11 | 0.03 | 0.90 | FALSE |
76 | The Cancer Genome Atlas | Stomach Adenocarcinoma | MKL1 | 0.05 | 0.01 | blup | 95 | 0.02 | 2.2e-02 | -6.8 | 7.5 | 5.1e-14 | 0.47 | 0.07 | 0.53 | TRUE |
77 | The Cancer Genome Atlas | Stomach Adenocarcinoma | POLR3H | 0.04 | 0.06 | lasso | 1 | 0.04 | 4.8e-04 | 5.7 | -5.7 | 1.6e-08 | -0.09 | 0.04 | 0.75 | FALSE |
78 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | POLR3H | 0.10 | 0.02 | blup | 23 | 0.06 | 3.4e-03 | 5.7 | -5.6 | 2.5e-08 | -0.12 | 0.01 | 0.80 | FALSE |
79 | The Cancer Genome Atlas | Thyroid Carcinoma | MEI1 | 0.02 | 0.03 | enet | 2 | 0.02 | 2.3e-03 | 6.6 | 6.7 | 2.5e-11 | 0.13 | 0.02 | 0.88 | FALSE |
80 | The Cancer Genome Atlas | Thyroid Carcinoma | PMM1 | 0.09 | 0.11 | blup | 22 | 0.10 | 4.6e-10 | 5.5 | -5.8 | 5.9e-09 | -0.11 | 0.03 | 0.97 | FALSE |
81 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | PMM1 | 0.08 | 0.07 | blup | 24 | 0.05 | 1.8e-02 | 6.4 | -5.9 | 4.1e-09 | -0.11 | 0.01 | 0.61 | FALSE |