Best TWAS P=6.25e-23 · Best GWAS P=5.04e-24 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 | SRR | 0.27 | 0.48 | lasso | 1 | 0.48 | 3.5e-65 | 6.08 | -6.1 | 1.2e-09 | 0.51 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | SRR | 0.16 | 0.16 | lasso | 9 | 0.18 | 1.9e-14 | 6.37 | -7.3 | 2.0e-13 | 0.66 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Visceral Omentum | SRR | 0.29 | 0.26 | lasso | 5 | 0.25 | 1.8e-13 | 6.08 | -6.3 | 2.7e-10 | 0.52 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adrenal Gland | SRR | 0.38 | 0.37 | lasso | 6 | 0.38 | 8.1e-15 | 6.08 | -7.6 | 2.3e-14 | 0.70 | 0.74 | 0.26 | TRUE |
5 | GTEx | Artery Aorta | SRR | 0.33 | 0.33 | lasso | 2 | 0.32 | 6.1e-18 | 6.08 | -6.1 | 8.7e-10 | 0.52 | 1.00 | 0.00 | FALSE |
6 | GTEx | Artery Coronary | SRR | 0.44 | 0.28 | lasso | 8 | 0.26 | 2.5e-09 | 6.37 | -5.6 | 2.3e-08 | 0.49 | 0.98 | 0.01 | FALSE |
7 | GTEx | Artery Tibial | SGSM2 | 0.12 | 0.02 | enet | 11 | 0.05 | 1.6e-04 | 5.24 | -5.4 | 5.3e-08 | 0.46 | 0.22 | 0.51 | FALSE |
8 | GTEx | Artery Tibial | SRR | 0.22 | 0.23 | lasso | 4 | 0.24 | 3.9e-19 | 6.37 | -6.0 | 2.6e-09 | 0.50 | 1.00 | 0.00 | FALSE |
9 | GTEx | Artery Tibial | RP1-59D14.5 | 0.17 | 0.13 | lasso | 5 | 0.09 | 2.9e-07 | -6.63 | -5.6 | 2.0e-08 | 0.37 | 1.00 | 0.00 | FALSE |
10 | GTEx | Brain Cerebellum | SRR | 0.26 | 0.20 | lasso | 3 | 0.21 | 8.7e-07 | 6.08 | -6.2 | 5.6e-10 | 0.53 | 0.38 | 0.05 | FALSE |
11 | GTEx | Brain Frontal Cortex BA9 | SRR | 0.25 | 0.24 | lasso | 3 | 0.21 | 3.5e-06 | 6.08 | -6.7 | 2.0e-11 | 0.56 | 0.26 | 0.10 | FALSE |
12 | GTEx | Brain Frontal Cortex BA9 | HNRNPA1P16 | 0.22 | -0.01 | enet | 25 | 0.06 | 8.6e-03 | 6.14 | -5.8 | 8.2e-09 | 0.36 | 0.07 | 0.14 | FALSE |
13 | GTEx | Breast Mammary Tissue | SRR | 0.20 | 0.21 | lasso | 3 | 0.20 | 8.2e-11 | 6.44 | -5.6 | 2.6e-08 | 0.50 | 1.00 | 0.00 | FALSE |
14 | GTEx | Breast Mammary Tissue (Female) | SRR | 0.24 | 0.25 | lasso | 3 | 0.21 | 6.3e-07 | 6.44 | -6.5 | 6.7e-11 | 0.55 | 0.70 | 0.13 | FALSE |
15 | GTEx | Cells EBV-transformed lymphocytes | MNT | 0.42 | 0.10 | lasso | 9 | 0.14 | 3.0e-05 | 5.45 | -8.0 | 1.4e-15 | 0.40 | 0.34 | 0.08 | FALSE |
16 | GTEx | Cells EBV-transformed lymphocytes | SRR | 0.39 | 0.34 | lasso | 5 | 0.35 | 3.1e-12 | 6.08 | -6.4 | 2.0e-10 | 0.54 | 0.99 | 0.01 | FALSE |
17 | GTEx | Cells EBV-transformed lymphocytes | RP1-59D14.1 | 0.22 | 0.01 | lasso | 4 | 0.01 | 1.3e-01 | 5.45 | -6.8 | 1.0e-11 | 0.39 | 0.07 | 0.11 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | SRR | 0.36 | 0.38 | lasso | 4 | 0.38 | 8.2e-30 | 6.08 | -6.2 | 5.8e-10 | 0.52 | 1.00 | 0.00 | FALSE |
19 | GTEx | Colon Sigmoid | SRR | 0.32 | 0.35 | enet | 8 | 0.32 | 9.2e-12 | 6.08 | -6.4 | 1.8e-10 | 0.53 | 1.00 | 0.00 | FALSE |
20 | GTEx | Colon Transverse | SRR | 0.28 | 0.21 | lasso | 5 | 0.19 | 1.6e-09 | 6.08 | -6.0 | 2.4e-09 | 0.52 | 0.99 | 0.01 | FALSE |
21 | GTEx | Colon Transverse | RP1-59D14.5 | 0.22 | 0.14 | lasso | 3 | 0.11 | 4.5e-06 | -6.63 | -6.6 | 4.0e-11 | 0.38 | 0.49 | 0.03 | FALSE |
22 | GTEx | Esophagus Gastroesophageal Junction | SRR | 0.40 | 0.35 | lasso | 3 | 0.36 | 1.1e-13 | 6.08 | -6.0 | 1.8e-09 | 0.50 | 1.00 | 0.00 | FALSE |
23 | GTEx | Esophagus Mucosa | SGSM2 | 0.28 | 0.32 | lasso | 5 | 0.32 | 6.9e-22 | -6.63 | 6.6 | 4.1e-11 | -0.54 | 1.00 | 0.00 | FALSE |
24 | GTEx | Esophagus Mucosa | SRR | 0.23 | 0.24 | lasso | 5 | 0.24 | 2.0e-16 | 6.35 | -6.5 | 1.0e-10 | 0.55 | 1.00 | 0.00 | FALSE |
25 | GTEx | Esophagus Mucosa | RP1-59D14.5 | 0.14 | 0.15 | lasso | 2 | 0.14 | 1.3e-09 | -6.63 | 6.6 | 3.8e-11 | -0.54 | 0.99 | 0.00 | FALSE |
26 | GTEx | Esophagus Muscularis | SRR | 0.30 | 0.39 | lasso | 3 | 0.38 | 3.4e-24 | 6.08 | -6.0 | 2.4e-09 | 0.50 | 1.00 | 0.00 | FALSE |
27 | GTEx | Heart Atrial Appendage | SRR | 0.35 | 0.30 | lasso | 7 | 0.29 | 1.4e-13 | 6.35 | -5.2 | 1.8e-07 | 0.44 | 1.00 | 0.00 | FALSE |
28 | GTEx | Heart Left Ventricle | SRR | 0.15 | 0.16 | lasso | 3 | 0.13 | 2.9e-07 | 6.08 | -5.8 | 7.9e-09 | 0.51 | 0.97 | 0.00 | FALSE |
29 | GTEx | Lung | MNT | 0.14 | 0.05 | lasso | 5 | 0.04 | 3.8e-04 | -5.07 | -5.6 | 1.6e-08 | 0.37 | 0.77 | 0.01 | FALSE |
30 | GTEx | Lung | SRR | 0.24 | 0.28 | lasso | 2 | 0.26 | 3.4e-20 | 6.08 | -6.1 | 1.2e-09 | 0.52 | 1.00 | 0.00 | FALSE |
31 | GTEx | Lung | RP1-59D14.1 | 0.08 | 0.03 | lasso | 2 | 0.01 | 8.6e-02 | -5.07 | -5.3 | 1.1e-07 | 0.34 | 0.12 | 0.03 | FALSE |
32 | GTEx | Muscle Skeletal | METTL16 | 0.19 | 0.06 | enet | 22 | 0.07 | 1.0e-07 | 5.46 | 6.6 | 4.0e-11 | -0.22 | 0.91 | 0.00 | FALSE |
33 | GTEx | Muscle Skeletal | SRR | 0.27 | 0.27 | lasso | 6 | 0.27 | 7.1e-27 | 6.08 | -5.7 | 9.8e-09 | 0.48 | 1.00 | 0.00 | FALSE |
34 | GTEx | Nerve Tibial | SRR | 0.15 | 0.13 | lasso | 3 | 0.13 | 2.9e-09 | 6.37 | -5.9 | 4.3e-09 | 0.48 | 1.00 | 0.00 | FALSE |
35 | GTEx | Pancreas | SRR | 0.13 | 0.17 | lasso | 3 | 0.15 | 5.2e-07 | 6.35 | -6.3 | 2.5e-10 | 0.53 | 0.93 | 0.03 | FALSE |
36 | GTEx | Skin Not Sun Exposed Suprapubic | MNT | 0.16 | 0.06 | lasso | 7 | 0.04 | 2.6e-03 | -5.04 | -5.5 | 3.2e-08 | 0.36 | 0.17 | 0.10 | TRUE |
37 | GTEx | Skin Sun Exposed Lower leg | SGSM2 | 0.50 | 0.47 | enet | 11 | 0.51 | 3.3e-48 | -6.63 | 5.7 | 9.9e-09 | -0.48 | 1.00 | 0.00 | FALSE |
38 | GTEx | Skin Sun Exposed Lower leg | SRR | 0.13 | 0.15 | lasso | 4 | 0.14 | 2.0e-11 | 6.08 | -5.5 | 3.4e-08 | 0.47 | 1.00 | 0.00 | FALSE |
39 | GTEx | Skin Sun Exposed Lower leg | TSR1 | 0.20 | 0.05 | enet | 24 | 0.06 | 5.4e-06 | -6.63 | 6.5 | 7.6e-11 | -0.47 | 0.82 | 0.08 | TRUE |
40 | GTEx | Skin Sun Exposed Lower leg | RP1-59D14.1 | 0.11 | 0.07 | lasso | 4 | 0.06 | 1.8e-05 | -5.04 | -5.3 | 1.4e-07 | 0.34 | 0.85 | 0.01 | FALSE |
41 | GTEx | Skin Sun Exposed Lower leg | RP1-59D14.5 | 0.32 | 0.28 | lasso | 5 | 0.30 | 1.8e-25 | -6.63 | 5.9 | 3.7e-09 | -0.50 | 1.00 | 0.00 | FALSE |
42 | GTEx | Spleen | SRR | 0.21 | 0.10 | lasso | 4 | 0.04 | 3.1e-02 | 6.08 | -6.6 | 5.4e-11 | 0.56 | 0.07 | 0.48 | FALSE |
43 | GTEx | Stomach | SRR | 0.27 | 0.30 | lasso | 7 | 0.28 | 7.1e-14 | 6.34 | -6.2 | 4.3e-10 | 0.52 | 1.00 | 0.00 | FALSE |
44 | GTEx | Testis | SMG6 | 0.28 | 0.07 | enet | 39 | 0.14 | 1.2e-06 | 6.08 | 6.3 | 2.3e-10 | -0.49 | 0.40 | 0.52 | FALSE |
45 | GTEx | Testis | SRR | 0.13 | 0.12 | lasso | 2 | 0.09 | 6.6e-05 | 6.65 | -6.6 | 4.8e-11 | 0.56 | 0.38 | 0.35 | FALSE |
46 | GTEx | Thyroid | WDR81 | 0.15 | 0.03 | lasso | 7 | 0.03 | 1.7e-03 | 5.06 | -5.4 | 8.2e-08 | 0.01 | 0.31 | 0.02 | TRUE |
47 | GTEx | Thyroid | SRR | 0.26 | 0.27 | lasso | 4 | 0.25 | 2.0e-19 | 6.08 | -6.1 | 9.3e-10 | 0.52 | 1.00 | 0.00 | FALSE |
48 | METSIM | Adipose | SERPINF1 | 0.06 | 0.00 | bslmm | 450 | 0.02 | 2.5e-04 | 2.36 | -7.5 | 6.5e-14 | 0.44 | 0.18 | 0.13 | TRUE |
49 | METSIM | Adipose | SRR | 0.07 | 0.07 | enet | 21 | 0.06 | 4.4e-09 | 6.08 | -7.0 | 2.7e-12 | 0.61 | 1.00 | 0.00 | TRUE |
50 | ROSMAP | Brain Pre-frontal Cortex | MNT | 0.09 | 0.04 | lasso | 5 | 0.06 | 9.5e-09 | 6.55 | -7.7 | 1.7e-14 | 0.35 | 1.00 | 0.00 | FALSE |
51 | ROSMAP | Brain Pre-frontal Cortex | SRR | 0.25 | 0.39 | lasso | 3 | 0.39 | 5.6e-53 | 6.08 | -6.4 | 1.7e-10 | 0.55 | 1.00 | 0.00 | FALSE |
52 | YFS | Blood | SRR | 0.17 | 0.22 | lasso | 7 | 0.23 | 2.5e-72 | 6.08 | -6.2 | 4.6e-10 | 0.51 | 1.00 | 0.00 | FALSE |
53 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LOC284009 | 0.02 | 0.01 | blup | 59 | 0.01 | 1.4e-02 | 5.49 | -7.0 | 2.2e-12 | 0.32 | 0.02 | 0.11 | FALSE |
54 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SMG6 | 0.03 | 0.01 | blup | 144 | 0.01 | 4.8e-03 | -8.00 | -7.7 | 1.2e-14 | 0.83 | 0.05 | 0.79 | FALSE |
55 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SRR | 0.16 | 0.16 | lasso | 5 | 0.16 | 2.3e-32 | 6.37 | -6.4 | 1.2e-10 | 0.54 | 1.00 | 0.00 | FALSE |
56 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | SRR | 0.15 | 0.11 | blup | 61 | 0.07 | 4.0e-04 | 6.08 | -8.3 | 9.9e-17 | 0.56 | 0.25 | 0.18 | FALSE |
57 | The Cancer Genome Atlas | Colon Adenocarcinoma | PAFAH1B1 | 0.11 | 0.00 | blup | 61 | 0.04 | 3.6e-03 | 0.49 | 5.5 | 4.6e-08 | -0.06 | 0.01 | 0.36 | TRUE |
58 | The Cancer Genome Atlas | Colon Adenocarcinoma | SRR | 0.32 | 0.24 | lasso | 3 | 0.23 | 1.5e-13 | 6.08 | -6.6 | 5.1e-11 | 0.54 | 1.00 | 0.00 | FALSE |
59 | The Cancer Genome Atlas | Esophageal Carcinoma | SRR | 0.32 | 0.13 | lasso | 2 | 0.16 | 9.2e-06 | 6.65 | -6.7 | 2.9e-11 | 0.56 | 0.31 | 0.47 | FALSE |
60 | The Cancer Genome Atlas | Glioblastoma Multiforme | SRR | 0.24 | 0.16 | lasso | 1 | 0.13 | 9.0e-05 | 6.08 | -6.1 | 1.2e-09 | 0.51 | 0.09 | 0.31 | FALSE |
61 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SRR | 0.10 | 0.10 | lasso | 2 | 0.09 | 1.0e-10 | 6.08 | -6.2 | 4.6e-10 | 0.52 | 1.00 | 0.00 | FALSE |
62 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SRR | 0.30 | 0.40 | lasso | 7 | 0.39 | 8.5e-47 | 6.37 | -7.0 | 3.4e-12 | 0.59 | 1.00 | 0.00 | FALSE |
63 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SMG6 | 0.08 | 0.05 | blup | 144 | 0.07 | 1.3e-04 | -9.18 | -7.9 | 2.5e-15 | 0.83 | 0.10 | 0.84 | FALSE |
64 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SRR | 0.22 | 0.23 | lasso | 2 | 0.21 | 2.3e-12 | 6.08 | -6.1 | 8.7e-10 | 0.51 | 1.00 | 0.00 | FALSE |
65 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LOC284009 | 0.06 | 0.04 | lasso | 5 | 0.03 | 5.5e-04 | 5.49 | -5.4 | 6.8e-08 | 0.20 | 0.34 | 0.06 | FALSE |
66 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SRR | 0.29 | 0.26 | lasso | 2 | 0.27 | 1.9e-30 | 6.37 | -6.5 | 6.0e-11 | 0.54 | 1.00 | 0.00 | FALSE |
67 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | SRR | 0.08 | 0.09 | enet | 3 | 0.08 | 1.7e-04 | 6.08 | -6.2 | 4.2e-10 | 0.52 | 0.15 | 0.22 | FALSE |
68 | The Cancer Genome Atlas | Lung Adenocarcinoma | SRR | 0.14 | 0.18 | lasso | 2 | 0.18 | 4.3e-21 | 6.08 | -6.2 | 4.5e-10 | 0.52 | 1.00 | 0.00 | FALSE |
69 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SRR | 0.11 | 0.12 | lasso | 2 | 0.12 | 4.3e-13 | 6.08 | -6.2 | 6.1e-10 | 0.52 | 1.00 | 0.00 | FALSE |
70 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SRR | 0.16 | 0.20 | lasso | 3 | 0.20 | 2.8e-13 | 6.35 | -6.7 | 2.8e-11 | 0.56 | 1.00 | 0.00 | FALSE |
71 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | SRR | 0.34 | 0.30 | lasso | 4 | 0.30 | 2.9e-13 | 6.08 | -6.4 | 1.3e-10 | 0.54 | 1.00 | 0.00 | FALSE |
72 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | SRR | 0.27 | 0.19 | enet | 5 | 0.21 | 8.9e-09 | 6.35 | -6.6 | 4.3e-11 | 0.55 | 0.62 | 0.38 | FALSE |
73 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MNT | 0.03 | 0.01 | enet | 7 | 0.02 | 1.7e-03 | -5.04 | -7.2 | 5.1e-13 | 0.41 | 0.07 | 0.34 | FALSE |
74 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SRR | 0.30 | 0.35 | lasso | 3 | 0.36 | 7.5e-39 | 6.08 | -6.3 | 3.4e-10 | 0.53 | 1.00 | 0.00 | FALSE |
75 | The Cancer Genome Atlas | Soft Tissue Sarcoma | SRR | 0.20 | 0.18 | lasso | 2 | 0.20 | 8.8e-12 | 6.08 | -6.3 | 3.0e-10 | 0.53 | 1.00 | 0.00 | FALSE |
76 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | SRR | 0.16 | 0.03 | blup | 61 | 0.02 | 8.7e-02 | 6.65 | -9.9 | 6.2e-23 | 0.83 | 0.01 | 0.62 | TRUE |
77 | The Cancer Genome Atlas | Stomach Adenocarcinoma | LOC284009 | 0.09 | 0.00 | blup | 59 | 0.00 | 2.3e-01 | 5.49 | -7.1 | 1.7e-12 | 0.26 | 0.01 | 0.26 | TRUE |
78 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SRR | 0.21 | 0.15 | enet | 11 | 0.16 | 1.1e-11 | 6.37 | -5.4 | 5.1e-08 | 0.52 | 1.00 | 0.00 | FALSE |
79 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | LOC284009 | 0.14 | 0.10 | lasso | 3 | 0.08 | 1.2e-03 | 5.49 | -5.5 | 4.0e-08 | 0.20 | 0.06 | 0.22 | FALSE |
80 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | SGSM2 | 0.13 | 0.01 | blup | 81 | 0.01 | 1.1e-01 | -9.48 | 7.4 | 1.7e-13 | -0.78 | 0.01 | 0.67 | FALSE |
81 | The Cancer Genome Atlas | Thyroid Carcinoma | LOC284009 | 0.07 | 0.03 | lasso | 4 | 0.05 | 1.2e-05 | 5.46 | -5.6 | 2.7e-08 | 0.20 | 0.15 | 0.11 | FALSE |
82 | The Cancer Genome Atlas | Thyroid Carcinoma | SRR | 0.56 | 0.50 | lasso | 4 | 0.50 | 5.2e-55 | 6.08 | -6.0 | 1.6e-09 | 0.51 | 1.00 | 0.00 | FALSE |