Best TWAS P=1e-46 · Best GWAS P=3.23e-33 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 | NEAT1 | 0.07 | 0.02 | blup | 363 | 0.03 | 3.4e-04 | 2.589 | 6.2 | 5.0e-10 | 0.01 | 0.85 | 0.05 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | PPP1R14B | 0.10 | 0.09 | lasso | 5 | 0.09 | 1.1e-10 | 5.566 | -6.0 | 1.5e-09 | -0.04 | 0.10 | 0.90 | FALSE |
3 | GTEx | Adipose Subcutaneous | LTBP3 | 0.12 | 0.09 | lasso | 3 | 0.07 | 1.1e-06 | 4.882 | 5.7 | 9.9e-09 | -0.11 | 0.96 | 0.02 | FALSE |
4 | GTEx | Adipose Subcutaneous | MAP3K11 | 0.08 | 0.12 | lasso | 2 | 0.12 | 7.1e-10 | 9.022 | 9.1 | 1.2e-19 | -0.46 | 0.99 | 0.01 | FALSE |
5 | GTEx | Adipose Visceral Omentum | MAP3K11 | 0.08 | 0.08 | lasso | 4 | 0.05 | 1.7e-03 | 10.972 | 10.4 | 2.2e-25 | -0.34 | 0.48 | 0.08 | FALSE |
6 | GTEx | Artery Aorta | MAP3K11 | 0.15 | 0.15 | lasso | 4 | 0.13 | 1.8e-07 | 11.022 | 10.4 | 3.2e-25 | -0.41 | 0.89 | 0.11 | FALSE |
7 | GTEx | Artery Tibial | MAP3K11 | 0.20 | 0.23 | lasso | 9 | 0.21 | 1.9e-16 | 9.022 | 8.4 | 3.0e-17 | -0.40 | 1.00 | 0.00 | FALSE |
8 | GTEx | Artery Tibial | PPP1R14B | 0.21 | 0.13 | lasso | 4 | 0.13 | 4.0e-10 | 5.378 | -5.6 | 2.2e-08 | -0.04 | 0.40 | 0.60 | FALSE |
9 | GTEx | Artery Tibial | EIF1AD | 0.11 | 0.00 | enet | 26 | 0.01 | 9.4e-02 | 3.485 | -7.8 | 4.3e-15 | 0.25 | 0.09 | 0.10 | FALSE |
10 | GTEx | Artery Tibial | SSSCA1-AS1 | 0.07 | 0.05 | lasso | 3 | 0.04 | 8.0e-04 | 10.537 | 10.5 | 1.4e-25 | -0.10 | 0.64 | 0.07 | TRUE |
11 | GTEx | Brain Cerebellum | CCDC88B | 0.48 | 0.55 | lasso | 4 | 0.54 | 1.6e-18 | 5.378 | -5.3 | 1.0e-07 | -0.04 | 0.52 | 0.48 | FALSE |
12 | GTEx | Breast Mammary Tissue | LTBP3 | 0.08 | 0.01 | lasso | 5 | 0.02 | 5.3e-02 | 7.602 | 6.7 | 1.9e-11 | -0.07 | 0.08 | 0.52 | FALSE |
13 | GTEx | Breast Mammary Tissue | FIBP | 0.07 | 0.00 | lasso | 4 | 0.01 | 9.7e-02 | 4.184 | -7.7 | 1.2e-14 | 0.13 | 0.13 | 0.06 | TRUE |
14 | GTEx | Breast Mammary Tissue | KAT5 | 0.15 | 0.06 | lasso | 10 | 0.02 | 2.1e-02 | -9.443 | -10.5 | 8.3e-26 | 0.66 | 0.10 | 0.06 | FALSE |
15 | GTEx | Breast Mammary Tissue | MAP3K11 | 0.10 | 0.15 | lasso | 1 | 0.13 | 2.2e-07 | 9.022 | 9.0 | 1.9e-19 | -0.46 | 0.86 | 0.05 | FALSE |
16 | GTEx | Breast Mammary Tissue | RP11-867G23.1 | 0.21 | 0.02 | enet | 26 | 0.12 | 9.6e-07 | 3.136 | 6.9 | 4.2e-12 | 0.05 | 0.23 | 0.03 | TRUE |
17 | GTEx | Breast Mammary Tissue (Male) | KAT5 | 0.05 | -0.01 | lasso | 4 | -0.01 | 7.4e-01 | -9.457 | -9.4 | 6.3e-21 | 0.61 | 0.03 | 0.09 | FALSE |
18 | GTEx | Breast Mammary Tissue (Male) | MAP3K11 | 0.23 | 0.09 | lasso | 4 | 0.02 | 1.4e-01 | 7.494 | 9.0 | 1.6e-19 | -0.32 | 0.09 | 0.07 | FALSE |
19 | GTEx | Breast Mammary Tissue (Female) | MAP3K11 | 0.18 | 0.11 | enet | 29 | 0.08 | 2.6e-03 | 11.333 | 11.1 | 1.1e-28 | -0.36 | 0.12 | 0.07 | FALSE |
20 | GTEx | Breast Mammary Tissue (Female) | RP11-867G23.1 | 0.24 | 0.10 | enet | 30 | 0.11 | 4.7e-04 | -4.128 | 5.5 | 4.8e-08 | -0.06 | 0.07 | 0.06 | TRUE |
21 | GTEx | Cells EBV-transformed lymphocytes | SSSCA1-AS1 | 0.20 | 0.18 | lasso | 3 | 0.09 | 7.3e-04 | 10.537 | 10.0 | 1.8e-23 | -0.14 | 0.28 | 0.11 | FALSE |
22 | GTEx | Cells Transformed fibroblasts | NAALADL1 | 0.08 | 0.04 | enet | 15 | 0.08 | 8.2e-07 | -4.024 | 5.4 | 8.3e-08 | -0.17 | 0.79 | 0.01 | FALSE |
23 | GTEx | Cells Transformed fibroblasts | AP000769.1 | 0.17 | 0.06 | lasso | 6 | 0.05 | 1.6e-04 | 4.963 | 6.4 | 1.5e-10 | -0.12 | 0.82 | 0.14 | FALSE |
24 | GTEx | Cells Transformed fibroblasts | SIPA1 | 0.19 | 0.00 | enet | 30 | 0.05 | 2.5e-04 | 11.352 | 11.9 | 1.6e-32 | -0.61 | 0.14 | 0.46 | FALSE |
25 | GTEx | Colon Sigmoid | MAP3K11 | 0.23 | 0.05 | enet | 8 | 0.08 | 6.5e-04 | 11.405 | 10.2 | 2.0e-24 | -0.29 | 0.54 | 0.15 | FALSE |
26 | GTEx | Colon Transverse | DPF2 | 0.19 | 0.01 | lasso | 4 | 0.05 | 1.6e-03 | 6.292 | 9.5 | 1.5e-21 | -0.41 | 0.07 | 0.32 | FALSE |
27 | GTEx | Colon Transverse | MAP3K11 | 0.19 | 0.18 | lasso | 5 | 0.17 | 2.4e-08 | 9.022 | 9.0 | 2.7e-19 | -0.44 | 0.93 | 0.05 | FALSE |
28 | GTEx | Esophagus Gastroesophageal Junction | MAP3K11 | 0.31 | 0.27 | enet | 42 | 0.26 | 4.9e-10 | 9.082 | 5.3 | 1.2e-07 | -0.22 | 0.94 | 0.04 | TRUE |
29 | GTEx | Esophagus Mucosa | DPF2 | 0.12 | 0.02 | lasso | 4 | 0.03 | 6.2e-03 | -3.757 | 5.2 | 1.6e-07 | -0.34 | 0.10 | 0.21 | FALSE |
30 | GTEx | Esophagus Mucosa | PLCB3 | 0.28 | 0.24 | lasso | 6 | 0.23 | 1.1e-15 | -5.049 | 5.8 | 7.2e-09 | 0.07 | 0.84 | 0.16 | FALSE |
31 | GTEx | Esophagus Mucosa | SIPA1 | 0.34 | 0.17 | lasso | 6 | 0.20 | 1.6e-13 | -12.008 | 8.9 | 7.2e-19 | -0.91 | 0.00 | 1.00 | FALSE |
32 | GTEx | Esophagus Muscularis | CCDC88B | 0.09 | 0.00 | lasso | 3 | 0.06 | 1.1e-04 | -3.310 | -5.3 | 1.2e-07 | -0.07 | 0.12 | 0.26 | FALSE |
33 | GTEx | Esophagus Muscularis | MAP3K11 | 0.19 | 0.20 | lasso | 7 | 0.20 | 4.9e-12 | 9.022 | 9.4 | 4.4e-21 | -0.47 | 0.99 | 0.01 | FALSE |
34 | GTEx | Esophagus Muscularis | KCNK7 | 0.17 | 0.02 | enet | 27 | 0.10 | 6.5e-07 | 3.823 | -7.9 | 2.7e-15 | 0.27 | 0.28 | 0.21 | FALSE |
35 | GTEx | Heart Atrial Appendage | RP11-755F10.1 | 0.16 | 0.11 | enet | 15 | 0.09 | 9.1e-05 | 2.914 | 5.7 | 1.6e-08 | -0.17 | 0.61 | 0.04 | FALSE |
36 | GTEx | Lung | MAP3K11 | 0.08 | 0.08 | lasso | 5 | 0.07 | 4.4e-06 | 9.082 | 9.1 | 1.0e-19 | -0.45 | 0.83 | 0.08 | FALSE |
37 | GTEx | Nerve Tibial | LTBP3 | 0.12 | 0.05 | lasso | 3 | 0.09 | 1.2e-06 | 4.947 | 9.1 | 9.6e-20 | -0.17 | 0.05 | 0.94 | FALSE |
38 | GTEx | Nerve Tibial | MAP3K11 | 0.11 | 0.16 | lasso | 1 | 0.15 | 9.4e-11 | 9.022 | 9.0 | 1.9e-19 | -0.46 | 1.00 | 0.00 | FALSE |
39 | GTEx | Nerve Tibial | AP000769.1 | 0.05 | 0.03 | lasso | 5 | 0.03 | 2.1e-03 | 10.449 | 6.6 | 4.7e-11 | -0.01 | 0.19 | 0.12 | TRUE |
40 | GTEx | Nerve Tibial | SIPA1 | 0.17 | 0.01 | enet | 19 | 0.06 | 6.8e-05 | -6.042 | 8.5 | 1.3e-17 | -0.55 | 0.08 | 0.77 | FALSE |
41 | GTEx | Nerve Tibial | RP11-867G23.1 | 0.15 | 0.05 | lasso | 3 | 0.04 | 1.2e-03 | -6.974 | 6.8 | 1.3e-11 | -0.19 | 0.35 | 0.04 | TRUE |
42 | GTEx | Pancreas | MAP3K11 | 0.15 | 0.16 | lasso | 3 | 0.11 | 1.6e-05 | 9.082 | 9.0 | 3.2e-19 | -0.44 | 0.62 | 0.05 | FALSE |
43 | GTEx | Prostate | MAP3K11 | 0.27 | 0.24 | lasso | 2 | 0.21 | 4.6e-06 | 9.022 | 9.1 | 1.3e-19 | -0.46 | 0.15 | 0.58 | FALSE |
44 | GTEx | Skin Not Sun Exposed Suprapubic | MAP3K11 | 0.07 | 0.08 | lasso | 3 | 0.07 | 7.6e-05 | 7.494 | 7.9 | 2.2e-15 | -0.40 | 0.49 | 0.12 | FALSE |
45 | GTEx | Skin Sun Exposed Lower leg | MAP3K11 | 0.08 | 0.07 | lasso | 3 | 0.06 | 6.0e-06 | 9.022 | 8.9 | 4.2e-19 | -0.45 | 0.72 | 0.04 | FALSE |
46 | GTEx | Spleen | MAP3K11 | 0.34 | 0.38 | lasso | 5 | 0.38 | 1.0e-10 | 9.022 | 9.1 | 6.2e-20 | -0.42 | 0.88 | 0.04 | FALSE |
47 | GTEx | Stomach | MAP3K11 | 0.09 | 0.02 | lasso | 3 | 0.04 | 4.4e-03 | 9.082 | 7.8 | 8.4e-15 | -0.40 | 0.18 | 0.13 | FALSE |
48 | GTEx | Thyroid | MAP3K11 | 0.20 | 0.19 | lasso | 8 | 0.21 | 4.4e-16 | 9.022 | 9.0 | 3.0e-19 | -0.44 | 0.99 | 0.01 | FALSE |
49 | GTEx | Thyroid | PCNXL3 | 0.07 | 0.05 | lasso | 4 | 0.03 | 2.2e-03 | 11.022 | 9.1 | 7.6e-20 | -0.26 | 0.38 | 0.08 | TRUE |
50 | GTEx | Uterus | PACS1 | 0.21 | -0.01 | enet | 21 | 0.05 | 3.6e-02 | 2.670 | -5.4 | 8.3e-08 | 0.15 | 0.09 | 0.05 | FALSE |
51 | GTEx | Whole Blood | MAP3K11 | 0.12 | 0.07 | lasso | 6 | 0.08 | 1.1e-07 | 9.082 | 8.8 | 2.0e-18 | -0.42 | 0.98 | 0.01 | FALSE |
52 | METSIM | Adipose | BANF1 | 0.10 | 0.06 | bslmm | 343 | 0.07 | 4.9e-10 | -2.790 | 6.7 | 1.9e-11 | -0.31 | 1.00 | 0.00 | FALSE |
53 | METSIM | Adipose | FIBP | 0.05 | 0.02 | blup | 344 | 0.02 | 1.0e-03 | 1.965 | 5.2 | 2.5e-07 | -0.20 | 0.96 | 0.00 | FALSE |
54 | METSIM | Adipose | LTBP3 | 0.03 | 0.00 | bslmm | 369 | 0.01 | 1.5e-02 | 0.512 | 5.6 | 2.3e-08 | -0.33 | 0.09 | 0.12 | FALSE |
55 | METSIM | Adipose | MAP3K11 | 0.22 | 0.26 | lasso | 10 | 0.26 | 1.4e-38 | 9.022 | 8.9 | 4.9e-19 | -0.44 | 1.00 | 0.00 | FALSE |
56 | METSIM | Adipose | RNASEH2C | 0.07 | 0.03 | blup | 325 | 0.04 | 3.4e-07 | 0.025 | -9.1 | 1.4e-19 | 0.44 | 0.72 | 0.17 | FALSE |
57 | METSIM | Adipose | SART1 | 0.08 | 0.05 | enet | 26 | 0.05 | 1.1e-07 | -2.696 | 7.8 | 4.0e-15 | -0.26 | 1.00 | 0.00 | FALSE |
58 | ROSMAP | Brain Pre-frontal Cortex | POLA2 | 0.04 | 0.04 | bslmm | 339 | 0.03 | 4.6e-05 | -3.311 | 5.5 | 3.1e-08 | -0.16 | 0.98 | 0.00 | TRUE |
59 | ROSMAP | Brain Pre-frontal Cortex | CCDC88B | 0.33 | 0.39 | lasso | 9 | 0.40 | 1.1e-54 | 5.184 | -5.5 | 4.8e-08 | -0.05 | 0.34 | 0.66 | FALSE |
60 | ROSMAP | Brain Pre-frontal Cortex | CTSW | 0.06 | 0.03 | bslmm | 328 | 0.03 | 3.6e-05 | 1.806 | -7.6 | 3.1e-14 | 0.36 | 0.39 | 0.36 | FALSE |
61 | ROSMAP | Brain Pre-frontal Cortex | OVOL1 | 0.16 | 0.24 | lasso | 2 | 0.24 | 1.3e-30 | 10.972 | 10.9 | 8.1e-28 | -0.35 | 1.00 | 0.00 | FALSE |
62 | ROSMAP | Brain Pre-frontal Cortex | PPP1R14B | 0.12 | 0.13 | lasso | 7 | 0.12 | 2.4e-15 | 5.483 | -6.3 | 3.9e-10 | -0.04 | 0.31 | 0.69 | FALSE |
63 | ROSMAP | Brain Pre-frontal Cortex | BANF1 | 0.05 | 0.02 | blup | 325 | 0.03 | 2.4e-04 | -3.284 | 5.1 | 3.0e-07 | -0.12 | 0.66 | 0.02 | TRUE |
64 | ROSMAP | Brain Pre-frontal Cortex | KCNK4 | 0.14 | 0.12 | bslmm | 334 | 0.11 | 3.0e-14 | -5.138 | -5.8 | 8.0e-09 | -0.08 | 0.84 | 0.16 | FALSE |
65 | ROSMAP | Brain Pre-frontal Cortex | TEX40 | 0.25 | 0.23 | lasso | 3 | 0.23 | 2.5e-29 | -5.010 | 5.2 | 1.8e-07 | 0.08 | 0.86 | 0.14 | FALSE |
66 | YFS | Blood | FIBP | 0.04 | 0.02 | bslmm | 343 | 0.03 | 6.4e-09 | 1.948 | 7.7 | 1.1e-14 | -0.26 | 1.00 | 0.00 | FALSE |
67 | YFS | Blood | TM7SF2 | 0.07 | 0.04 | bslmm | 328 | 0.06 | 1.6e-17 | 3.462 | -7.5 | 8.5e-14 | 0.16 | 1.00 | 0.00 | FALSE |
68 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RNASEH2C | 0.05 | 0.00 | blup | 32 | 0.02 | 1.1e-04 | 0.026 | -9.9 | 4.8e-23 | 0.71 | 0.03 | 0.02 | FALSE |
69 | The Cancer Genome Atlas | Colon Adenocarcinoma | LTBP3 | 0.07 | 0.04 | lasso | 3 | 0.02 | 2.2e-02 | 4.947 | -5.8 | 7.6e-09 | 0.16 | 0.02 | 0.28 | TRUE |
70 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SIPA1 | 0.06 | 0.04 | blup | 43 | 0.05 | 4.6e-06 | -9.693 | 13.4 | 7.8e-41 | -0.86 | 0.01 | 0.98 | FALSE |
71 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | KCNK7 | 0.04 | 0.01 | blup | 42 | 0.01 | 1.2e-02 | 4.947 | -6.9 | 5.0e-12 | 0.52 | 0.13 | 0.71 | TRUE |
72 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MAP3K11 | 0.06 | 0.03 | lasso | 4 | 0.03 | 2.1e-04 | -9.693 | 11.3 | 9.7e-30 | -0.71 | 0.02 | 0.76 | FALSE |
73 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | RNASEH2C | 0.15 | 0.05 | blup | 32 | 0.05 | 3.1e-06 | 0.026 | -7.4 | 1.4e-13 | 0.62 | 0.62 | 0.02 | FALSE |
74 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SIPA1 | 0.04 | 0.00 | blup | 43 | 0.02 | 6.2e-03 | -12.008 | 14.4 | 1.0e-46 | -0.80 | 0.00 | 0.70 | TRUE |
75 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | BAD | 0.09 | 0.05 | enet | 4 | 0.07 | 7.7e-05 | -3.209 | -6.0 | 2.5e-09 | -0.06 | 0.00 | 0.83 | FALSE |
76 | The Cancer Genome Atlas | Brain Lower Grade Glioma | OVOL1 | 0.03 | 0.03 | blup | 36 | 0.02 | 8.3e-04 | 10.972 | 8.9 | 4.9e-19 | -0.25 | 0.00 | 0.99 | FALSE |
77 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SIPA1 | 0.09 | 0.03 | blup | 43 | 0.06 | 1.2e-07 | -12.008 | 9.8 | 1.7e-22 | -0.82 | 0.00 | 1.00 | FALSE |
78 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C11orf20 | 0.07 | 0.03 | enet | 10 | 0.05 | 3.8e-06 | -5.049 | 7.0 | 2.9e-12 | 0.06 | 0.11 | 0.81 | TRUE |
79 | The Cancer Genome Atlas | Prostate Adenocarcinoma | KCNK7 | 0.04 | 0.02 | blup | 42 | 0.03 | 3.1e-04 | 3.836 | -7.0 | 2.0e-12 | 0.16 | 0.13 | 0.03 | FALSE |
80 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MAP3K11 | 0.06 | 0.02 | blup | 47 | 0.03 | 1.4e-04 | -12.008 | 8.3 | 6.7e-17 | -0.76 | 0.00 | 0.98 | FALSE |
81 | The Cancer Genome Atlas | Prostate Adenocarcinoma | NAALADL1 | 0.04 | 0.02 | blup | 45 | 0.02 | 2.0e-03 | -4.400 | 5.2 | 2.6e-07 | -0.11 | 0.00 | 0.33 | FALSE |
82 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | SNX32 | 0.51 | 0.26 | blup | 60 | 0.36 | 1.9e-10 | 1.379 | 5.5 | 3.1e-08 | -0.27 | 0.68 | 0.09 | FALSE |
83 | The Cancer Genome Atlas | Stomach Adenocarcinoma | NEAT1 | 0.09 | 0.06 | enet | 6 | 0.09 | 5.8e-07 | 5.793 | 7.9 | 3.3e-15 | -0.11 | 0.01 | 0.99 | FALSE |
84 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | RNASEH2C | 0.10 | 0.01 | blup | 32 | 0.05 | 7.9e-03 | -1.918 | -7.6 | 3.4e-14 | 0.04 | 0.01 | 0.30 | FALSE |
85 | The Cancer Genome Atlas | Thyroid Carcinoma | DPF2 | 0.05 | 0.02 | blup | 29 | 0.03 | 3.7e-04 | -2.031 | 5.2 | 2.0e-07 | -0.20 | 0.08 | 0.15 | FALSE |
86 | The Cancer Genome Atlas | Thyroid Carcinoma | MAP3K11 | 0.04 | 0.04 | lasso | 2 | 0.03 | 6.9e-04 | 9.082 | 9.6 | 7.3e-22 | -0.50 | 0.07 | 0.27 | FALSE |
87 | The Cancer Genome Atlas | Thyroid Carcinoma | NAALADL1 | 0.05 | 0.00 | blup | 44 | 0.02 | 1.8e-03 | -4.418 | 5.5 | 3.6e-08 | -0.18 | 0.00 | 0.25 | FALSE |