Best TWAS P=6.57e-114 · Best GWAS P=8.31e-124 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 | RMI2 | 0.49 | 0.43 | bslmm | 534 | 0.57 | 4.4e-84 | -8.62 | -5.3 | 1.4e-07 | 0.07 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Visceral Omentum | DEXI | 0.17 | 0.02 | enet | 27 | 0.03 | 1.3e-02 | -17.00 | -17.9 | 1.8e-71 | 0.53 | 0.07 | 0.85 | FALSE |
3 | GTEx | Adipose Visceral Omentum | RP11-876N24.5 | 0.11 | 0.08 | lasso | 2 | 0.10 | 6.0e-06 | -19.95 | -18.7 | 9.6e-78 | 0.68 | 0.06 | 0.92 | FALSE |
4 | GTEx | Brain Cortex | RMI2 | 0.55 | 0.15 | enet | 10 | 0.17 | 2.3e-05 | -8.62 | -6.2 | 4.6e-10 | 0.04 | 0.73 | 0.02 | FALSE |
5 | GTEx | Brain Frontal Cortex BA9 | RMI2 | 0.55 | 0.26 | enet | 17 | 0.26 | 1.6e-07 | -8.62 | -8.2 | 3.5e-16 | 0.14 | 0.86 | 0.01 | TRUE |
6 | GTEx | Brain Putamen basal ganglia | RMI2 | 0.48 | 0.31 | lasso | 9 | 0.40 | 1.7e-10 | -9.47 | -10.7 | 1.1e-26 | 0.34 | 0.69 | 0.03 | FALSE |
7 | GTEx | Breast Mammary Tissue | RMI2 | 0.37 | 0.25 | lasso | 7 | 0.21 | 3.5e-11 | -8.62 | -5.8 | 5.6e-09 | 0.03 | 1.00 | 0.00 | FALSE |
8 | GTEx | Breast Mammary Tissue | DEXI | 0.12 | 0.07 | enet | 14 | 0.08 | 6.9e-05 | -18.89 | -19.5 | 8.2e-85 | 0.72 | 0.06 | 0.89 | TRUE |
9 | GTEx | Breast Mammary Tissue | RP11-876N24.5 | 0.15 | 0.11 | enet | 19 | 0.12 | 1.4e-06 | -18.89 | -20.0 | 2.9e-89 | 0.73 | 0.28 | 0.70 | FALSE |
10 | GTEx | Breast Mammary Tissue (Male) | RMI2 | 0.32 | 0.15 | enet | 25 | 0.10 | 2.9e-03 | -9.47 | -10.7 | 6.0e-27 | 0.26 | 0.07 | 0.12 | FALSE |
11 | GTEx | Breast Mammary Tissue (Male) | DEXI | 0.18 | 0.04 | lasso | 3 | -0.01 | 4.9e-01 | -21.75 | -22.7 | 6.6e-114 | 0.63 | 0.03 | 0.64 | TRUE |
12 | GTEx | Breast Mammary Tissue (Male) | RP11-876N24.5 | 0.16 | 0.24 | lasso | 2 | 0.21 | 1.5e-05 | -11.26 | -12.1 | 6.2e-34 | 0.36 | 0.07 | 0.22 | FALSE |
13 | GTEx | Breast Mammary Tissue (Female) | RMI2 | 0.19 | 0.06 | lasso | 6 | 0.09 | 1.6e-03 | 6.86 | 7.7 | 1.1e-14 | -0.13 | 0.12 | 0.06 | FALSE |
14 | GTEx | Breast Mammary Tissue (Female) | DEXI | 0.13 | 0.06 | lasso | 2 | 0.04 | 2.0e-02 | -20.76 | -20.5 | 8.2e-94 | 0.79 | 0.05 | 0.52 | FALSE |
15 | GTEx | Breast Mammary Tissue (Female) | RP11-876N24.5 | 0.22 | 0.14 | enet | 11 | 0.13 | 1.0e-04 | -15.97 | -18.8 | 9.3e-79 | 0.77 | 0.14 | 0.75 | FALSE |
16 | GTEx | Cells EBV-transformed lymphocytes | RMI2 | 0.50 | 0.06 | enet | 11 | 0.35 | 4.3e-12 | -4.23 | 5.4 | 6.4e-08 | -0.02 | 0.82 | 0.01 | TRUE |
17 | GTEx | Cells Transformed fibroblasts | RMI2 | 0.17 | 0.04 | lasso | 7 | 0.07 | 9.0e-06 | 7.64 | 6.1 | 1.3e-09 | -0.06 | 0.93 | 0.00 | FALSE |
18 | GTEx | Cells Transformed fibroblasts | DEXI | 0.12 | 0.05 | lasso | 5 | 0.08 | 9.6e-07 | -20.12 | -21.5 | 4.0e-102 | 0.72 | 0.17 | 0.82 | FALSE |
19 | GTEx | Cells Transformed fibroblasts | RP11-876N24.4 | 0.12 | 0.04 | lasso | 5 | 0.08 | 2.1e-06 | -20.12 | -21.6 | 6.6e-104 | 0.73 | 0.17 | 0.82 | FALSE |
20 | GTEx | Colon Sigmoid | RMI2 | 0.30 | 0.09 | enet | 11 | 0.12 | 6.2e-05 | -8.66 | -6.9 | 5.0e-12 | 0.05 | 0.80 | 0.01 | FALSE |
21 | GTEx | Esophagus Muscularis | RMI2 | 0.35 | 0.20 | enet | 71 | 0.23 | 7.4e-14 | -8.62 | -5.3 | 9.1e-08 | 0.10 | 1.00 | 0.00 | FALSE |
22 | GTEx | Heart Atrial Appendage | RMI2 | 0.33 | 0.13 | lasso | 8 | 0.10 | 4.0e-05 | -8.95 | -8.1 | 4.7e-16 | 0.13 | 0.41 | 0.05 | FALSE |
23 | GTEx | Muscle Skeletal | DEXI | 0.06 | 0.00 | lasso | 4 | 0.00 | 6.4e-01 | 12.22 | -7.6 | 3.1e-14 | 0.09 | 0.11 | 0.11 | TRUE |
24 | GTEx | Nerve Tibial | RMI2 | 0.50 | 0.24 | enet | 35 | 0.38 | 5.9e-28 | 0.32 | -5.5 | 3.0e-08 | 0.14 | 1.00 | 0.00 | TRUE |
25 | GTEx | Nerve Tibial | DEXI | 0.11 | 0.05 | enet | 7 | 0.07 | 1.7e-05 | -18.89 | -21.3 | 4.1e-101 | 0.81 | 0.64 | 0.28 | FALSE |
26 | GTEx | Ovary | RMI2 | 0.48 | 0.26 | lasso | 9 | 0.20 | 1.2e-05 | -9.47 | -5.8 | 9.1e-09 | 0.01 | 0.34 | 0.04 | FALSE |
27 | GTEx | Pancreas | DEXI | 0.13 | 0.06 | lasso | 4 | 0.07 | 5.7e-04 | -20.03 | -20.9 | 1.5e-96 | 0.67 | 0.18 | 0.68 | FALSE |
28 | GTEx | Pancreas | RP11-876N24.4 | 0.11 | 0.05 | lasso | 3 | 0.04 | 8.6e-03 | -20.03 | -21.1 | 1.3e-98 | 0.67 | 0.15 | 0.67 | FALSE |
29 | GTEx | Pituitary | RMI2 | 0.52 | 0.18 | enet | 6 | 0.32 | 6.6e-09 | -8.66 | -6.7 | 2.7e-11 | 0.04 | 0.43 | 0.03 | FALSE |
30 | GTEx | Skin Sun Exposed Lower leg | DEXI | 0.05 | 0.06 | lasso | 2 | 0.03 | 7.8e-04 | -20.03 | -19.7 | 3.6e-86 | 0.65 | 0.70 | 0.21 | FALSE |
31 | GTEx | Testis | CLEC16A | 0.15 | 0.00 | enet | 20 | 0.01 | 1.2e-01 | -20.09 | -21.0 | 1.7e-97 | 0.71 | 0.02 | 0.92 | FALSE |
32 | GTEx | Testis | DEXI | 0.21 | 0.11 | lasso | 3 | 0.08 | 2.1e-04 | -17.80 | -20.9 | 2.9e-97 | 0.68 | 0.29 | 0.32 | FALSE |
33 | GTEx | Testis | RP11-876N24.4 | 0.21 | 0.06 | lasso | 5 | 0.07 | 6.0e-04 | -17.80 | -20.2 | 1.2e-90 | 0.70 | 0.21 | 0.30 | FALSE |
34 | GTEx | Thyroid | RMI2 | 0.44 | 0.31 | enet | 37 | 0.40 | 2.2e-32 | -8.66 | -5.9 | 3.7e-09 | 0.07 | 1.00 | 0.00 | FALSE |
35 | GTEx | Thyroid | DEXI | 0.08 | 0.00 | enet | 18 | 0.03 | 1.8e-03 | -20.03 | -19.9 | 5.4e-88 | 0.53 | 0.18 | 0.66 | FALSE |
36 | GTEx | Thyroid | RP11-876N24.4 | 0.06 | 0.00 | enet | 17 | 0.02 | 1.5e-02 | 13.32 | -16.3 | 5.5e-60 | 0.43 | 0.18 | 0.33 | TRUE |
37 | GTEx | Thyroid | RP11-396B14.2 | 0.12 | 0.01 | lasso | 6 | 0.01 | 4.0e-02 | -17.64 | 19.3 | 4.2e-83 | -0.80 | 0.01 | 0.96 | TRUE |
38 | METSIM | Adipose | RMI2 | 0.20 | 0.18 | lasso | 8 | 0.26 | 3.0e-38 | -8.66 | -5.5 | 3.6e-08 | 0.05 | 1.00 | 0.00 | FALSE |
39 | ROSMAP | Brain Pre-frontal Cortex | DEXI | 0.12 | 0.12 | lasso | 6 | 0.13 | 5.9e-16 | -19.37 | -20.8 | 2.5e-96 | 0.70 | 1.00 | 0.00 | FALSE |
40 | YFS | Blood | DEXI | 0.11 | 0.15 | enet | 29 | 0.16 | 2.6e-51 | -19.37 | -19.5 | 2.4e-84 | 0.66 | 1.00 | 0.00 | FALSE |
41 | The Cancer Genome Atlas | Breast Invasive Carcinoma | C16orf75 | 0.13 | 0.07 | lasso | 8 | 0.13 | 6.8e-25 | -2.49 | 5.6 | 1.9e-08 | -0.05 | 1.00 | 0.00 | FALSE |
42 | The Cancer Genome Atlas | Breast Invasive Carcinoma | DEXI | 0.04 | 0.02 | blup | 49 | 0.04 | 8.6e-08 | -19.95 | -21.1 | 5.6e-99 | 0.66 | 0.03 | 0.96 | FALSE |
43 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C16orf75 | 0.10 | 0.05 | lasso | 6 | 0.08 | 2.2e-09 | -4.23 | 5.7 | 1.2e-08 | -0.04 | 0.99 | 0.00 | FALSE |
44 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DEXI | 0.05 | 0.02 | lasso | 4 | 0.03 | 1.7e-04 | -19.57 | -21.7 | 5.3e-104 | 0.64 | 0.02 | 0.84 | FALSE |
45 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SOCS1 | 0.08 | 0.01 | enet | 7 | 0.03 | 8.4e-05 | -1.29 | 10.5 | 1.2e-25 | -0.32 | 0.03 | 0.07 | FALSE |
46 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | C16orf75 | 0.14 | 0.01 | blup | 114 | 0.02 | 1.4e-02 | 7.71 | 5.8 | 5.5e-09 | -0.10 | 0.04 | 0.72 | FALSE |
47 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DEXI | 0.09 | 0.01 | blup | 49 | 0.07 | 8.8e-08 | 12.46 | -13.3 | 1.4e-40 | 0.54 | 0.02 | 0.87 | FALSE |
48 | The Cancer Genome Atlas | Soft Tissue Sarcoma | C16orf75 | 0.11 | 0.02 | blup | 113 | 0.02 | 1.6e-02 | -2.47 | 10.9 | 6.7e-28 | -0.20 | 0.00 | 0.95 | TRUE |
49 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | DEXI | 0.20 | 0.00 | blup | 49 | 0.06 | 1.3e-02 | 9.66 | -9.9 | 3.5e-23 | 0.42 | 0.01 | 0.10 | FALSE |
50 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | SOCS1 | 0.10 | 0.02 | lasso | 3 | 0.02 | 7.8e-02 | -6.73 | -11.8 | 3.1e-32 | 0.32 | 0.02 | 0.46 | FALSE |
51 | The Cancer Genome Atlas | Thyroid Carcinoma | C16orf75 | 0.25 | 0.12 | lasso | 6 | 0.22 | 1.2e-20 | 0.31 | -5.7 | 1.1e-08 | 0.13 | 1.00 | 0.00 | TRUE |
52 | The Cancer Genome Atlas | Thyroid Carcinoma | CLEC16A | 0.14 | 0.06 | lasso | 4 | 0.09 | 6.8e-09 | -18.89 | 12.2 | 4.1e-34 | -0.63 | 0.22 | 0.78 | TRUE |
53 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | C16orf75 | 0.25 | 0.05 | blup | 113 | 0.09 | 1.9e-03 | -4.23 | 6.8 | 1.0e-11 | -0.11 | 0.07 | 0.07 | FALSE |