Best TWAS P=3.09e-32 · Best GWAS P=3.12e-29 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 | SYMPK | 0.08 | 0.04 | enet | 8 | 0.04 | 5.7e-06 | -9.911 | 10.6 | 2.5e-26 | 0.32 | 0.46 | 0.54 | FALSE |
2 | GTEx | Adipose Subcutaneous | CCDC9 | 0.18 | 0.16 | lasso | 5 | 0.16 | 5.0e-13 | 6.303 | -6.3 | 3.5e-10 | 0.00 | 0.01 | 0.99 | FALSE |
3 | GTEx | Adipose Visceral Omentum | CCDC9 | 0.19 | 0.10 | enet | 11 | 0.11 | 3.1e-06 | 6.308 | -5.2 | 2.2e-07 | -0.02 | 0.01 | 0.99 | FALSE |
4 | GTEx | Adipose Visceral Omentum | DMWD | 0.11 | 0.13 | lasso | 2 | 0.16 | 7.3e-09 | -2.549 | -7.0 | 1.9e-12 | -0.85 | 0.04 | 0.96 | FALSE |
5 | GTEx | Artery Aorta | DMWD | 0.28 | 0.19 | lasso | 3 | 0.15 | 1.2e-08 | 10.594 | -11.0 | 4.4e-28 | -0.94 | 0.02 | 0.98 | FALSE |
6 | GTEx | Artery Tibial | DMPK | 0.12 | 0.03 | lasso | 4 | 0.03 | 3.1e-03 | -4.369 | -8.1 | 6.6e-16 | -0.70 | 0.03 | 0.94 | FALSE |
7 | GTEx | Artery Tibial | CCDC9 | 0.09 | 0.03 | lasso | 5 | 0.03 | 3.7e-03 | 6.266 | -6.1 | 1.3e-09 | -0.01 | 0.01 | 0.97 | FALSE |
8 | GTEx | Artery Tibial | DMWD | 0.22 | 0.17 | lasso | 8 | 0.16 | 6.8e-13 | 10.594 | -10.5 | 1.1e-25 | -0.97 | 0.01 | 0.99 | FALSE |
9 | GTEx | Artery Tibial | AC074212.6 | 0.14 | 0.04 | lasso | 5 | 0.06 | 2.4e-05 | 11.124 | -10.6 | 4.3e-26 | -0.87 | 0.01 | 0.99 | TRUE |
10 | GTEx | Brain Frontal Cortex BA9 | QPCTL | 0.42 | 0.08 | enet | 43 | 0.13 | 2.5e-04 | -9.911 | -10.1 | 4.8e-24 | -0.47 | 0.06 | 0.56 | FALSE |
11 | GTEx | Brain Frontal Cortex BA9 | KPTN | 0.26 | 0.01 | lasso | 4 | 0.00 | 4.1e-01 | 6.173 | -6.0 | 2.4e-09 | -0.02 | 0.01 | 0.80 | FALSE |
12 | GTEx | Breast Mammary Tissue | DMWD | 0.16 | 0.01 | enet | 21 | 0.02 | 2.0e-02 | 0.061 | -5.3 | 1.4e-07 | -0.36 | 0.03 | 0.50 | FALSE |
13 | GTEx | Cells EBV-transformed lymphocytes | CCDC9 | 0.32 | 0.22 | enet | 15 | 0.15 | 1.2e-05 | 6.257 | -5.3 | 1.1e-07 | 0.00 | 0.01 | 0.99 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | DMPK | 0.10 | 0.07 | lasso | 6 | 0.07 | 1.0e-05 | -10.776 | -8.7 | 3.7e-18 | -0.43 | 0.37 | 0.59 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | CCDC9 | 0.16 | 0.13 | lasso | 3 | 0.14 | 2.0e-10 | 6.266 | -6.1 | 1.1e-09 | -0.02 | 0.01 | 0.99 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | SYMPK | 0.18 | 0.14 | lasso | 6 | 0.13 | 7.5e-10 | -10.774 | 11.8 | 3.1e-32 | 0.38 | 0.31 | 0.69 | TRUE |
17 | GTEx | Cells Transformed fibroblasts | AC074212.6 | 0.07 | 0.05 | enet | 7 | 0.05 | 1.5e-04 | -10.623 | -8.9 | 5.9e-19 | -0.44 | 0.30 | 0.45 | FALSE |
18 | GTEx | Esophagus Mucosa | CCDC9 | 0.18 | 0.13 | lasso | 3 | 0.12 | 2.7e-08 | 6.257 | -6.1 | 9.9e-10 | 0.01 | 0.01 | 0.99 | FALSE |
19 | GTEx | Esophagus Mucosa | PVRL2 | 0.15 | 0.01 | enet | 10 | 0.02 | 1.7e-02 | -7.349 | 5.6 | 2.0e-08 | 0.07 | 0.14 | 0.05 | FALSE |
20 | GTEx | Esophagus Muscularis | CALM3 | 0.26 | 0.09 | lasso | 10 | 0.13 | 1.7e-08 | -5.302 | -5.7 | 1.1e-08 | 0.03 | 0.12 | 0.83 | TRUE |
21 | GTEx | Esophagus Muscularis | AC074212.6 | 0.10 | 0.02 | lasso | 3 | 0.02 | 1.1e-02 | -2.131 | -8.4 | 4.5e-17 | -0.37 | 0.05 | 0.38 | FALSE |
22 | GTEx | Lung | DMPK | 0.10 | 0.05 | lasso | 3 | 0.05 | 5.4e-05 | -2.557 | -5.3 | 1.1e-07 | -0.77 | 0.03 | 0.96 | FALSE |
23 | GTEx | Muscle Skeletal | DMWD | 0.06 | 0.01 | lasso | 6 | 0.01 | 1.9e-02 | 10.594 | -9.9 | 4.9e-23 | -0.91 | 0.01 | 0.96 | TRUE |
24 | GTEx | Nerve Tibial | CCDC9 | 0.28 | 0.17 | enet | 23 | 0.16 | 1.6e-11 | 6.257 | -5.7 | 1.4e-08 | 0.01 | 0.01 | 0.99 | FALSE |
25 | GTEx | Nerve Tibial | SYMPK | 0.15 | 0.05 | enet | 21 | 0.08 | 1.8e-06 | -9.911 | 8.5 | 1.7e-17 | 0.21 | 0.34 | 0.61 | FALSE |
26 | GTEx | Nerve Tibial | DMWD | 0.24 | 0.07 | lasso | 6 | 0.06 | 5.8e-05 | 10.594 | -7.7 | 1.8e-14 | -0.86 | 0.04 | 0.96 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | QPCTL | 0.08 | 0.00 | lasso | 4 | 0.00 | 2.1e-01 | 8.503 | -7.0 | 2.1e-12 | -0.64 | 0.05 | 0.42 | TRUE |
28 | GTEx | Spleen | PPP5C | 0.33 | 0.44 | lasso | 1 | 0.43 | 1.8e-12 | -6.024 | 6.0 | 1.7e-09 | -0.06 | 0.96 | 0.00 | FALSE |
29 | GTEx | Spleen | AC007193.9 | 0.49 | 0.07 | lasso | 5 | 0.20 | 7.8e-06 | -6.024 | 5.9 | 4.3e-09 | -0.06 | 0.00 | 0.98 | FALSE |
30 | GTEx | Testis | SYMPK | 0.22 | 0.21 | lasso | 1 | 0.20 | 2.9e-09 | -10.492 | -10.5 | 9.4e-26 | -0.24 | 0.80 | 0.18 | FALSE |
31 | GTEx | Thyroid | DMPK | 0.13 | 0.11 | lasso | 2 | 0.12 | 1.3e-09 | -2.582 | -5.6 | 2.2e-08 | -0.78 | 0.24 | 0.76 | FALSE |
32 | GTEx | Thyroid | OPA3 | 0.13 | 0.00 | enet | 14 | 0.00 | 8.6e-01 | 2.139 | 7.3 | 2.0e-13 | 0.20 | 0.06 | 0.04 | FALSE |
33 | GTEx | Thyroid | DMWD | 0.11 | 0.12 | lasso | 3 | 0.11 | 6.7e-09 | -2.603 | -6.5 | 9.4e-11 | -0.83 | 0.03 | 0.97 | FALSE |
34 | GTEx | Thyroid | AC074212.6 | 0.08 | 0.10 | lasso | 2 | 0.09 | 1.8e-07 | 10.594 | -10.6 | 3.1e-26 | -0.95 | 0.02 | 0.97 | FALSE |
35 | GTEx | Whole Blood | PVRL2 | 0.60 | 0.58 | lasso | 6 | 0.61 | 3.6e-71 | 6.555 | 7.0 | 3.4e-12 | -0.02 | 1.00 | 0.00 | FALSE |
36 | GTEx | Whole Blood | CTB-129P6.4 | 0.53 | 0.49 | enet | 26 | 0.50 | 2.3e-53 | 6.555 | 6.8 | 7.8e-12 | -0.01 | 1.00 | 0.00 | FALSE |
37 | METSIM | Adipose | PPP5C | 0.23 | 0.18 | lasso | 8 | 0.18 | 3.8e-26 | -6.024 | 6.5 | 9.9e-11 | -0.05 | 1.00 | 0.00 | TRUE |
38 | METSIM | Adipose | SYMPK | 0.05 | 0.03 | lasso | 3 | 0.01 | 2.9e-03 | -10.734 | 11.5 | 1.3e-30 | 0.32 | 0.42 | 0.56 | FALSE |
39 | NTR | Blood | PVRL2 | 0.24 | 0.25 | lasso | 2 | 0.28 | 8.4e-92 | 5.846 | 7.0 | 2.5e-12 | 0.01 | 1.00 | 0.00 | FALSE |
40 | YFS | Blood | PVRL2 | 0.40 | 0.33 | lasso | 2 | 0.36 | 9.5e-127 | 6.555 | 7.3 | 3.5e-13 | -0.02 | 1.00 | 0.00 | FALSE |
41 | YFS | Blood | SYMPK | 0.07 | 0.01 | bslmm | 404 | 0.03 | 1.2e-10 | -1.648 | -5.3 | 1.3e-07 | -0.02 | 0.64 | 0.36 | FALSE |
42 | YFS | Blood | TOMM40 | 0.04 | 0.00 | bslmm | 371 | 0.01 | 2.6e-04 | -6.430 | 6.3 | 2.7e-10 | 0.03 | 0.05 | 0.02 | TRUE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CKM | 0.03 | 0.03 | lasso | 2 | 0.03 | 2.1e-06 | -5.870 | 5.7 | 1.5e-08 | -0.02 | 0.30 | 0.69 | FALSE |
44 | The Cancer Genome Atlas | Breast Invasive Carcinoma | DMWD | 0.01 | 0.00 | blup | 42 | 0.01 | 7.3e-03 | -2.518 | 8.3 | 6.6e-17 | 0.83 | 0.01 | 0.81 | TRUE |
45 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FOXA3 | 0.03 | 0.02 | blup | 53 | 0.02 | 1.9e-04 | 11.224 | -11.3 | 9.8e-30 | -0.77 | 0.00 | 0.99 | FALSE |
46 | The Cancer Genome Atlas | Breast Invasive Carcinoma | MARK4 | 0.03 | 0.01 | lasso | 2 | 0.03 | 2.0e-06 | -5.079 | 6.7 | 2.9e-11 | -0.03 | 0.42 | 0.21 | FALSE |
47 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PRKD2 | 0.04 | 0.02 | blup | 57 | 0.02 | 9.1e-06 | -3.399 | -6.0 | 2.4e-09 | -0.11 | 0.04 | 0.10 | TRUE |
48 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SYMPK | 0.03 | 0.02 | lasso | 2 | 0.02 | 3.5e-05 | 2.408 | 6.1 | 8.1e-10 | 0.15 | 0.11 | 0.08 | FALSE |
49 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CCDC9 | 0.09 | 0.00 | enet | 12 | 0.03 | 7.9e-03 | 3.489 | -6.0 | 2.2e-09 | 0.00 | 0.01 | 0.77 | FALSE |
50 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | CKM | 0.13 | 0.00 | blup | 38 | 0.05 | 2.2e-03 | 3.836 | 7.9 | 3.7e-15 | -0.05 | 0.01 | 0.40 | TRUE |
51 | The Cancer Genome Atlas | Colon Adenocarcinoma | CKM | 0.11 | 0.08 | blup | 38 | 0.07 | 1.1e-04 | -4.264 | 7.2 | 7.9e-13 | -0.03 | 0.02 | 0.94 | FALSE |
52 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | APOC2 | 0.13 | 0.22 | lasso | 4 | 0.21 | 8.6e-23 | -5.633 | 5.6 | 2.1e-08 | -0.14 | 1.00 | 0.00 | FALSE |
53 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SYMPK | 0.07 | 0.04 | lasso | 2 | 0.03 | 9.4e-05 | -10.774 | 10.8 | 4.8e-27 | 0.26 | 0.22 | 0.64 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | APOC1 | 0.05 | 0.03 | enet | 4 | 0.04 | 5.4e-05 | -4.836 | -5.1 | 2.9e-07 | 0.16 | 0.55 | 0.02 | FALSE |
55 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | APOC2 | 0.19 | 0.27 | lasso | 3 | 0.26 | 1.9e-29 | -5.633 | 5.6 | 2.1e-08 | -0.13 | 1.00 | 0.00 | FALSE |
56 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CKM | 0.06 | 0.03 | blup | 39 | 0.06 | 5.2e-07 | -3.207 | 6.1 | 1.1e-09 | 0.00 | 0.15 | 0.84 | FALSE |
57 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | APOC2 | 0.27 | 0.25 | enet | 14 | 0.24 | 3.8e-14 | -5.751 | 5.2 | 1.8e-07 | -0.12 | 1.00 | 0.00 | FALSE |
58 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SIX5 | 0.05 | 0.05 | lasso | 8 | 0.03 | 7.6e-03 | 10.787 | 10.0 | 2.0e-23 | 0.98 | 0.00 | 0.96 | TRUE |
59 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CKM | 0.05 | 0.04 | blup | 38 | 0.06 | 2.1e-07 | -4.669 | 6.0 | 1.4e-09 | 0.03 | 0.14 | 0.85 | FALSE |
60 | The Cancer Genome Atlas | Lung Adenocarcinoma | APOC2 | 0.24 | 0.24 | enet | 12 | 0.27 | 4.2e-31 | -5.792 | 5.9 | 2.9e-09 | -0.09 | 1.00 | 0.00 | FALSE |
61 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | APOC1 | 0.05 | 0.00 | blup | 47 | 0.01 | 4.3e-02 | 5.867 | 7.5 | 5.7e-14 | 0.07 | 0.01 | 0.06 | TRUE |
62 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | APOC2 | 0.16 | 0.27 | lasso | 4 | 0.27 | 4.0e-31 | -5.633 | 5.6 | 2.8e-08 | -0.13 | 1.00 | 0.00 | FALSE |
63 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | APOE | 0.06 | 0.00 | blup | 49 | 0.01 | 4.5e-02 | 5.867 | 6.9 | 4.1e-12 | 0.08 | 0.02 | 0.09 | FALSE |
64 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | CBLC | 0.04 | 0.00 | blup | 37 | 0.02 | 2.1e-03 | 0.076 | -5.3 | 1.1e-07 | 0.01 | 0.01 | 0.03 | TRUE |
65 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | APOE | 0.12 | 0.05 | blup | 47 | 0.07 | 9.5e-06 | -5.590 | -6.8 | 1.5e-11 | 0.11 | 0.32 | 0.02 | FALSE |
66 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | APOC2 | 0.18 | 0.12 | enet | 14 | 0.13 | 5.2e-06 | -5.633 | 5.6 | 1.7e-08 | -0.10 | 0.66 | 0.03 | FALSE |
67 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | APOC4 | 0.13 | 0.14 | lasso | 1 | 0.14 | 1.8e-06 | -5.590 | -5.6 | 2.3e-08 | 0.13 | 0.86 | 0.01 | FALSE |
68 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CCDC9 | 0.02 | 0.03 | lasso | 7 | 0.03 | 2.8e-04 | 6.266 | -6.4 | 1.3e-10 | 0.00 | 0.01 | 0.93 | TRUE |
69 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CKM | 0.03 | 0.01 | blup | 38 | 0.02 | 3.3e-03 | -4.669 | 5.2 | 1.7e-07 | 0.04 | 0.05 | 0.19 | FALSE |
70 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FOXA3 | 0.04 | 0.01 | blup | 53 | 0.01 | 1.0e-02 | -10.836 | -9.8 | 1.4e-22 | -0.29 | 0.02 | 0.09 | FALSE |
71 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SYMPK | 0.09 | 0.06 | lasso | 3 | 0.05 | 8.7e-06 | -10.492 | 10.8 | 2.0e-27 | 0.26 | 0.65 | 0.33 | FALSE |
72 | The Cancer Genome Atlas | Rectum Adenocarcinoma | CCDC9 | 0.12 | 0.12 | lasso | 4 | 0.10 | 1.9e-03 | 6.266 | -5.4 | 5.6e-08 | -0.03 | 0.01 | 0.73 | FALSE |
73 | The Cancer Genome Atlas | Soft Tissue Sarcoma | APOC4 | 0.13 | 0.10 | blup | 34 | 0.13 | 3.2e-08 | -4.489 | -6.6 | 4.5e-11 | 0.16 | 0.95 | 0.01 | TRUE |
74 | The Cancer Genome Atlas | Stomach Adenocarcinoma | APOC2 | 0.08 | 0.07 | enet | 6 | 0.03 | 2.2e-03 | -5.792 | 5.5 | 3.9e-08 | -0.11 | 0.43 | 0.02 | FALSE |
75 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | APOC2 | 0.14 | 0.15 | enet | 5 | 0.16 | 3.5e-06 | -5.633 | 5.7 | 1.2e-08 | -0.13 | 0.43 | 0.03 | FALSE |
76 | The Cancer Genome Atlas | Thyroid Carcinoma | APOC2 | 0.13 | 0.13 | lasso | 5 | 0.16 | 8.6e-16 | -5.751 | 5.1 | 2.7e-07 | -0.13 | 1.00 | 0.00 | FALSE |
77 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | APOC2 | 0.20 | 0.14 | enet | 10 | 0.14 | 7.9e-05 | -5.019 | 7.3 | 3.8e-13 | -0.10 | 0.15 | 0.05 | FALSE |