Best TWAS P=5.97e-13 · Best GWAS P=3.7e-16 conditioned to 0.000529
# | 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 | DNAJC18 | 0.09 | 0.10 | bslmm | 260 | 0.10 | 2.5e-12 | 4.1 | 5.8 | 7.5e-09 | 0.40 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | FAM53C | 0.05 | 0.02 | bslmm | 291 | 0.03 | 4.1e-04 | 6.5 | 5.2 | 2.5e-07 | 0.02 | 0.02 | 0.94 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | IK | 0.03 | 0.02 | lasso | 6 | 0.03 | 6.0e-05 | -4.7 | -6.0 | 1.6e-09 | -0.04 | 0.05 | 0.94 | FALSE |
4 | CommonMind | Brain Pre-frontal Cortex | PCDHA7 | 0.13 | 0.14 | lasso | 8 | 0.14 | 5.1e-17 | -5.0 | -5.5 | 4.2e-08 | 0.02 | 0.24 | 0.76 | FALSE |
5 | CommonMind | Brain Pre-frontal Cortex | PCDHA8 | 0.14 | 0.12 | blup | 460 | 0.15 | 6.6e-18 | -5.0 | -5.5 | 4.7e-08 | -0.01 | 0.14 | 0.86 | FALSE |
6 | CommonMind | Brain Pre-frontal Cortex | SPATA24 | 0.05 | 0.03 | lasso | 3 | 0.04 | 1.4e-05 | 4.7 | 5.4 | 5.2e-08 | 0.24 | 0.54 | 0.03 | FALSE |
7 | CommonMind | Brain Pre-frontal Cortex | WDR55 | 0.12 | 0.05 | bslmm | 349 | 0.10 | 2.4e-12 | -5.9 | -5.8 | 4.8e-09 | 0.00 | 0.02 | 0.98 | FALSE |
8 | GTEx | Adipose Subcutaneous | IK | 0.16 | 0.07 | lasso | 5 | 0.07 | 2.7e-06 | -5.7 | -5.9 | 4.6e-09 | -0.07 | 0.10 | 0.90 | FALSE |
9 | GTEx | Artery Aorta | TMEM173 | 0.35 | 0.16 | enet | 5 | 0.15 | 9.8e-09 | 5.4 | -5.2 | 2.3e-07 | -0.41 | 0.99 | 0.00 | FALSE |
10 | GTEx | Artery Tibial | IK | 0.06 | 0.04 | enet | 13 | 0.05 | 1.3e-04 | -5.7 | -6.2 | 6.9e-10 | 0.01 | 0.06 | 0.94 | FALSE |
11 | GTEx | Artery Tibial | TMEM173 | 0.24 | 0.14 | lasso | 3 | 0.13 | 1.2e-10 | 5.4 | -5.7 | 1.0e-08 | -0.39 | 1.00 | 0.00 | FALSE |
12 | GTEx | Artery Tibial | PROB1 | 0.06 | 0.09 | enet | 10 | 0.08 | 5.9e-07 | 4.7 | -5.5 | 3.7e-08 | -0.24 | 0.92 | 0.02 | FALSE |
13 | GTEx | Brain Cerebellum | HARS | 0.11 | 0.17 | enet | 19 | 0.12 | 1.6e-04 | -5.9 | 6.0 | 2.4e-09 | 0.03 | 0.03 | 0.95 | FALSE |
14 | GTEx | Breast Mammary Tissue | IK | 0.07 | 0.06 | lasso | 8 | 0.06 | 3.5e-04 | -5.9 | -5.9 | 3.9e-09 | -0.04 | 0.03 | 0.97 | FALSE |
15 | GTEx | Breast Mammary Tissue (Male) | SRA1 | 0.05 | 0.01 | lasso | 2 | 0.01 | 2.0e-01 | 5.2 | -5.2 | 2.2e-07 | -0.07 | 0.04 | 0.32 | FALSE |
16 | GTEx | Cells EBV-transformed lymphocytes | DNAJC18 | 0.26 | 0.09 | lasso | 2 | 0.12 | 9.7e-05 | 4.7 | 6.2 | 6.9e-10 | 0.33 | 0.18 | 0.31 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | IK | 0.07 | 0.04 | lasso | 4 | 0.02 | 1.0e-02 | -5.3 | -5.7 | 1.5e-08 | 0.02 | 0.05 | 0.94 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | WDR55 | 0.05 | 0.08 | lasso | 13 | 0.07 | 4.0e-06 | -5.9 | -6.0 | 2.0e-09 | -0.01 | 0.02 | 0.98 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | ZMAT2 | 0.04 | 0.02 | lasso | 4 | 0.02 | 2.4e-02 | -5.3 | -5.2 | 1.9e-07 | 0.02 | 0.11 | 0.76 | FALSE |
20 | GTEx | Cells Transformed fibroblasts | CD14 | 0.09 | 0.05 | lasso | 4 | 0.06 | 2.7e-05 | -5.3 | -6.1 | 1.1e-09 | -0.05 | 0.18 | 0.78 | FALSE |
21 | GTEx | Cells Transformed fibroblasts | TMEM173 | 0.19 | 0.17 | lasso | 1 | 0.17 | 1.7e-12 | 5.4 | -5.4 | 5.4e-08 | -0.42 | 1.00 | 0.00 | FALSE |
22 | GTEx | Colon Transverse | DNAJC18 | 0.37 | -0.01 | lasso | 5 | 0.01 | 1.1e-01 | 4.7 | 7.2 | 6.0e-13 | 0.55 | 0.02 | 0.66 | TRUE |
23 | GTEx | Esophagus Gastroesophageal Junction | DNAJC18 | 0.17 | 0.01 | lasso | 10 | 0.04 | 2.0e-02 | 5.0 | 5.6 | 2.5e-08 | 0.12 | 0.17 | 0.12 | FALSE |
24 | GTEx | Esophagus Mucosa | TMEM173 | 0.10 | 0.03 | enet | 20 | 0.10 | 1.8e-07 | 6.8 | -6.4 | 1.9e-10 | -0.35 | 0.17 | 0.18 | TRUE |
25 | GTEx | Esophagus Muscularis | WDR55 | 0.05 | 0.01 | lasso | 4 | 0.03 | 6.6e-03 | -5.1 | -5.7 | 1.2e-08 | 0.03 | 0.06 | 0.81 | FALSE |
26 | GTEx | Esophagus Muscularis | DNAJC18 | 0.22 | 0.10 | lasso | 6 | 0.13 | 3.2e-08 | 4.7 | 7.0 | 2.1e-12 | 0.59 | 0.12 | 0.81 | FALSE |
27 | GTEx | Esophagus Muscularis | TMEM173 | 0.24 | 0.00 | lasso | 6 | 0.06 | 1.5e-04 | 4.7 | -6.2 | 4.3e-10 | -0.27 | 0.80 | 0.02 | FALSE |
28 | GTEx | Nerve Tibial | IK | 0.08 | 0.08 | lasso | 8 | 0.06 | 8.3e-05 | -5.9 | -5.9 | 3.6e-09 | -0.02 | 0.02 | 0.98 | FALSE |
29 | GTEx | Nerve Tibial | HARS | 0.07 | 0.01 | enet | 16 | 0.04 | 1.1e-03 | -5.3 | 5.9 | 3.9e-09 | -0.03 | 0.04 | 0.93 | FALSE |
30 | GTEx | Skin Not Sun Exposed Suprapubic | IK | 0.08 | 0.05 | lasso | 14 | 0.04 | 3.0e-03 | -5.7 | -6.2 | 7.8e-10 | -0.05 | 0.04 | 0.93 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | WDR55 | 0.04 | 0.01 | enet | 10 | 0.01 | 2.8e-02 | -5.7 | -5.6 | 1.9e-08 | -0.01 | 0.04 | 0.92 | FALSE |
32 | GTEx | Skin Sun Exposed Lower leg | ZMAT2 | 0.12 | 0.12 | enet | 22 | 0.15 | 1.7e-12 | -5.3 | -5.5 | 4.0e-08 | 0.01 | 0.04 | 0.96 | FALSE |
33 | GTEx | Testis | ZMAT2 | 0.09 | 0.12 | lasso | 1 | 0.10 | 2.1e-05 | -5.7 | -5.7 | 9.3e-09 | -0.05 | 0.03 | 0.97 | FALSE |
34 | GTEx | Testis | CD14 | 0.13 | 0.10 | lasso | 7 | 0.13 | 3.2e-06 | -5.3 | -5.8 | 4.9e-09 | -0.06 | 0.34 | 0.56 | FALSE |
35 | GTEx | Thyroid | TMEM173 | 0.09 | 0.10 | lasso | 1 | 0.09 | 1.8e-07 | 5.4 | -5.4 | 5.4e-08 | -0.42 | 0.92 | 0.01 | FALSE |
36 | GTEx | Vagina | IK | 0.27 | 0.09 | enet | 29 | 0.15 | 2.4e-04 | -3.8 | -5.1 | 3.0e-07 | 0.01 | 0.07 | 0.90 | FALSE |
37 | METSIM | Adipose | DND1 | 0.08 | 0.11 | lasso | 5 | 0.10 | 7.3e-15 | -5.3 | 5.7 | 1.0e-08 | 0.00 | 0.05 | 0.95 | FALSE |
38 | METSIM | Adipose | PROB1 | 0.04 | 0.02 | enet | 23 | 0.02 | 2.9e-04 | 4.4 | -5.3 | 1.2e-07 | -0.26 | 0.93 | 0.00 | FALSE |
39 | METSIM | Adipose | SRA1 | 0.08 | 0.06 | lasso | 3 | 0.09 | 8.7e-13 | -5.0 | 5.3 | 1.4e-07 | 0.03 | 0.83 | 0.17 | FALSE |
40 | ROSMAP | Brain Pre-frontal Cortex | WNT8A | 0.05 | 0.01 | blup | 300 | 0.03 | 1.0e-04 | -3.5 | -5.4 | 8.3e-08 | -0.09 | 0.07 | 0.88 | TRUE |
41 | ROSMAP | Brain Pre-frontal Cortex | NDUFA2 | 0.09 | 0.12 | enet | 22 | 0.12 | 1.3e-15 | -5.7 | 5.2 | 2.3e-07 | 0.05 | 0.04 | 0.96 | FALSE |
42 | ROSMAP | Brain Pre-frontal Cortex | CD14 | 0.03 | 0.02 | blup | 206 | 0.01 | 2.0e-02 | -5.0 | -5.7 | 1.0e-08 | -0.04 | 0.35 | 0.27 | FALSE |
43 | ROSMAP | Brain Pre-frontal Cortex | PCDHB13 | 0.03 | 0.02 | lasso | 3 | 0.02 | 7.1e-04 | -5.4 | 5.5 | 4.6e-08 | 0.00 | 0.01 | 0.85 | FALSE |
44 | ROSMAP | Brain Pre-frontal Cortex | PCDHA8 | 0.04 | 0.03 | enet | 4 | 0.03 | 3.4e-05 | -5.4 | -5.4 | 5.2e-08 | -0.03 | 0.04 | 0.96 | FALSE |
45 | YFS | Blood | IK | 0.07 | 0.05 | blup | 334 | 0.06 | 7.1e-18 | -5.7 | -5.4 | 8.1e-08 | -0.01 | 0.07 | 0.93 | FALSE |
46 | YFS | Blood | NDUFA2 | 0.08 | 0.11 | lasso | 6 | 0.11 | 2.0e-33 | -5.7 | 5.8 | 5.2e-09 | 0.05 | 0.06 | 0.94 | FALSE |
47 | YFS | Blood | TMCO6 | 0.01 | 0.00 | blup | 329 | 0.01 | 4.1e-03 | -5.4 | -5.5 | 4.2e-08 | 0.01 | 0.04 | 0.95 | FALSE |
48 | YFS | Blood | WDR55 | 0.15 | 0.21 | bslmm | 337 | 0.21 | 8.6e-67 | -5.9 | -5.8 | 5.5e-09 | -0.01 | 0.02 | 0.98 | FALSE |
49 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CD14 | 0.01 | 0.01 | blup | 38 | 0.00 | 3.5e-02 | 4.7 | -6.5 | 1.1e-10 | -0.04 | 0.01 | 0.45 | FALSE |
50 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PCDHA4 | 0.01 | 0.02 | lasso | 1 | 0.01 | 4.9e-04 | -5.3 | -5.3 | 9.6e-08 | 0.04 | 0.00 | 0.97 | FALSE |
51 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMEM173 | 0.02 | 0.03 | blup | 7 | 0.03 | 4.6e-07 | 5.1 | -5.8 | 4.9e-09 | -0.41 | 0.02 | 0.98 | FALSE |
52 | The Cancer Genome Atlas | Breast Invasive Carcinoma | WDR55 | 0.10 | 0.03 | enet | 8 | 0.04 | 3.3e-09 | -5.9 | -5.4 | 5.3e-08 | 0.06 | 0.02 | 0.98 | FALSE |
53 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | WDR55 | 0.04 | 0.04 | blup | 44 | 0.03 | 8.2e-03 | -5.9 | -6.1 | 1.1e-09 | -0.03 | 0.02 | 0.80 | FALSE |
54 | The Cancer Genome Atlas | Colon Adenocarcinoma | CD14 | 0.11 | 0.06 | enet | 5 | 0.07 | 8.6e-05 | -5.3 | -5.6 | 2.1e-08 | -0.03 | 0.14 | 0.24 | FALSE |
55 | The Cancer Genome Atlas | Colon Adenocarcinoma | DND1 | 0.04 | 0.02 | blup | 47 | 0.04 | 3.4e-03 | -4.7 | -6.5 | 9.3e-11 | -0.04 | 0.02 | 0.60 | FALSE |
56 | The Cancer Genome Atlas | Colon Adenocarcinoma | TMCO6 | 0.08 | 0.06 | enet | 8 | 0.07 | 1.2e-04 | -4.8 | -5.3 | 8.9e-08 | -0.05 | 0.24 | 0.40 | FALSE |
57 | The Cancer Genome Atlas | Colon Adenocarcinoma | WDR55 | 0.09 | 0.08 | enet | 12 | 0.12 | 1.5e-07 | -5.9 | -6.6 | 4.2e-11 | -0.02 | 0.02 | 0.98 | TRUE |
58 | The Cancer Genome Atlas | Glioblastoma Multiforme | TMEM173 | 0.13 | 0.12 | lasso | 2 | 0.12 | 2.0e-04 | 5.4 | -5.4 | 7.4e-08 | -0.42 | 0.01 | 0.53 | FALSE |
59 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TMEM173 | 0.02 | 0.02 | lasso | 2 | 0.02 | 1.5e-03 | 5.4 | -5.4 | 7.4e-08 | -0.42 | 0.01 | 0.40 | FALSE |
60 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NDUFA2 | 0.04 | 0.07 | lasso | 1 | 0.06 | 1.5e-07 | -5.9 | 5.9 | 3.4e-09 | 0.02 | 0.01 | 0.99 | FALSE |
61 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SLC35A4 | 0.02 | 0.02 | lasso | 3 | 0.01 | 3.5e-02 | -5.3 | 5.5 | 3.0e-08 | 0.05 | 0.00 | 0.82 | FALSE |
62 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SRA1 | 0.08 | 0.06 | lasso | 2 | 0.05 | 1.3e-06 | -5.3 | 5.3 | 1.2e-07 | 0.04 | 0.00 | 1.00 | FALSE |
63 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | UBE2D2 | 0.05 | 0.02 | enet | 6 | 0.03 | 4.4e-04 | 3.6 | 5.8 | 6.3e-09 | 0.13 | 0.09 | 0.67 | FALSE |
64 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | WDR55 | 0.08 | 0.03 | lasso | 2 | 0.06 | 2.7e-07 | -4.7 | -5.1 | 2.9e-07 | -0.05 | 0.10 | 0.89 | FALSE |
65 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | BRD8 | 0.12 | 0.07 | lasso | 4 | 0.05 | 1.2e-03 | 5.3 | -5.3 | 1.2e-07 | -0.04 | 0.00 | 0.96 | FALSE |
66 | The Cancer Genome Atlas | Brain Lower Grade Glioma | WDR55 | 0.09 | 0.03 | lasso | 4 | 0.05 | 1.5e-06 | -5.9 | -6.1 | 9.3e-10 | -0.04 | 0.02 | 0.97 | FALSE |
67 | The Cancer Genome Atlas | Lung Adenocarcinoma | CD14 | 0.03 | 0.01 | blup | 38 | 0.02 | 1.6e-03 | -5.0 | -6.5 | 1.1e-10 | -0.05 | 0.04 | 0.41 | FALSE |
68 | The Cancer Genome Atlas | Lung Adenocarcinoma | WDR55 | 0.03 | 0.02 | blup | 44 | 0.03 | 5.2e-04 | -4.8 | -6.3 | 2.4e-10 | -0.04 | 0.04 | 0.69 | FALSE |
69 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | WDR55 | 0.02 | 0.02 | lasso | 2 | 0.02 | 2.3e-03 | -5.9 | -5.9 | 3.5e-09 | -0.02 | 0.02 | 0.94 | FALSE |
70 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | NDUFA2 | 0.03 | 0.02 | blup | 42 | 0.04 | 1.1e-03 | 3.7 | 6.2 | 5.2e-10 | 0.05 | 0.02 | 0.76 | FALSE |
71 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | WDR55 | 0.11 | 0.09 | lasso | 6 | 0.07 | 1.4e-05 | -5.9 | -5.8 | 7.5e-09 | -0.02 | 0.02 | 0.98 | FALSE |
72 | The Cancer Genome Atlas | Prostate Adenocarcinoma | WDR55 | 0.07 | 0.06 | blup | 44 | 0.06 | 1.7e-06 | -5.9 | -6.4 | 1.5e-10 | -0.03 | 0.02 | 0.98 | FALSE |
73 | The Cancer Genome Atlas | Soft Tissue Sarcoma | WDR55 | 0.07 | 0.08 | lasso | 5 | 0.08 | 1.8e-05 | -5.9 | -6.2 | 4.5e-10 | -0.03 | 0.02 | 0.97 | FALSE |
74 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TMEM173 | 0.04 | 0.04 | lasso | 2 | 0.04 | 6.7e-04 | 5.4 | -5.4 | 7.4e-08 | -0.42 | 0.02 | 0.68 | FALSE |
75 | The Cancer Genome Atlas | Stomach Adenocarcinoma | WDR55 | 0.04 | 0.01 | blup | 45 | 0.03 | 3.7e-03 | 4.7 | -6.2 | 4.6e-10 | -0.05 | 0.02 | 0.69 | FALSE |
76 | The Cancer Genome Atlas | Thyroid Carcinoma | DNAJC18 | 0.08 | 0.10 | blup | 23 | 0.10 | 3.7e-10 | 4.7 | 5.2 | 2.3e-07 | 0.25 | 0.02 | 0.97 | FALSE |
77 | The Cancer Genome Atlas | Thyroid Carcinoma | EIF4EBP3 | 0.04 | 0.00 | enet | 4 | 0.01 | 1.6e-02 | -5.3 | -5.4 | 8.4e-08 | -0.01 | 0.00 | 0.89 | FALSE |
78 | The Cancer Genome Atlas | Thyroid Carcinoma | TMEM173 | 0.04 | 0.04 | lasso | 3 | 0.04 | 2.1e-04 | 5.4 | -5.4 | 6.0e-08 | -0.44 | 0.02 | 0.91 | FALSE |
79 | The Cancer Genome Atlas | Thyroid Carcinoma | WDR55 | 0.25 | 0.12 | lasso | 5 | 0.12 | 7.0e-12 | -5.9 | -6.2 | 6.4e-10 | -0.02 | 0.02 | 0.98 | FALSE |
80 | The Cancer Genome Atlas | Thyroid Carcinoma | ZMAT2 | 0.03 | 0.02 | blup | 38 | 0.03 | 9.6e-04 | -5.9 | -5.3 | 1.4e-07 | -0.01 | 0.02 | 0.94 | FALSE |