Best TWAS P=3.55e-28 · Best GWAS P=3.57e-31 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 | CASP9 | 0.09 | 0.07 | lasso | 2 | 0.07 | 2.3e-09 | -5.22 | -5.5 | 4.9e-08 | -0.06 | 1.00 | 0.00 | FALSE |
2 | GTEx | Adipose Subcutaneous | CASP9 | 0.11 | 0.12 | enet | 17 | 0.11 | 2.9e-09 | -5.21 | 5.2 | 2.0e-07 | 0.09 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Visceral Omentum | DNAJC16 | 0.19 | 0.03 | enet | 41 | 0.06 | 3.9e-04 | -5.20 | 8.7 | 5.0e-18 | 0.27 | 0.26 | 0.12 | TRUE |
4 | GTEx | Adipose Visceral Omentum | RSG1 | 0.10 | 0.10 | enet | 6 | 0.10 | 1.1e-05 | 4.93 | 5.4 | 6.7e-08 | 0.02 | 0.49 | 0.03 | FALSE |
5 | GTEx | Adipose Visceral Omentum | CASP9 | 0.10 | 0.05 | lasso | 11 | 0.05 | 8.9e-04 | 11.03 | 11.0 | 3.5e-28 | 0.24 | 0.46 | 0.24 | TRUE |
6 | GTEx | Artery Tibial | RP11-169K16.9 | 0.08 | 0.01 | enet | 24 | 0.01 | 3.2e-02 | 0.12 | -6.7 | 2.6e-11 | -0.37 | 0.09 | 0.31 | TRUE |
7 | GTEx | Breast Mammary Tissue | CASP9 | 0.14 | 0.15 | lasso | 11 | 0.14 | 7.2e-08 | -5.20 | 5.2 | 1.9e-07 | 0.08 | 0.99 | 0.00 | TRUE |
8 | GTEx | Esophagus Mucosa | RP11-288I21.1 | 0.08 | 0.02 | enet | 25 | 0.03 | 3.9e-03 | 5.50 | -5.4 | 7.8e-08 | -0.19 | 0.30 | 0.03 | FALSE |
9 | GTEx | Esophagus Muscularis | CASP9 | 0.16 | 0.15 | lasso | 5 | 0.14 | 6.7e-09 | -5.22 | 5.2 | 1.8e-07 | 0.08 | 1.00 | 0.00 | FALSE |
10 | GTEx | Esophagus Muscularis | FBLIM1 | 0.08 | 0.02 | lasso | 2 | 0.01 | 7.8e-02 | 8.67 | 8.3 | 1.2e-16 | 0.23 | 0.11 | 0.28 | FALSE |
11 | GTEx | Heart Atrial Appendage | CASP9 | 0.25 | 0.21 | enet | 16 | 0.25 | 2.1e-11 | -5.20 | 5.4 | 7.7e-08 | 0.09 | 1.00 | 0.00 | FALSE |
12 | GTEx | Muscle Skeletal | RP11-169K16.9 | 0.09 | 0.03 | enet | 11 | 0.04 | 1.0e-04 | 11.03 | -9.4 | 4.1e-21 | -0.81 | 0.08 | 0.89 | TRUE |
13 | GTEx | Nerve Tibial | CASP9 | 0.09 | 0.09 | lasso | 12 | 0.03 | 1.6e-03 | -5.20 | 5.3 | 1.1e-07 | 0.08 | 0.94 | 0.00 | FALSE |
14 | GTEx | Ovary | CASP9 | 0.33 | 0.07 | lasso | 7 | 0.06 | 1.4e-02 | -5.21 | 5.8 | 6.1e-09 | 0.14 | 0.18 | 0.05 | TRUE |
15 | GTEx | Pancreas | RP4-798A10.2 | 0.18 | 0.01 | lasso | 6 | 0.06 | 1.8e-03 | 4.34 | 5.3 | 9.3e-08 | 0.36 | 0.06 | 0.49 | FALSE |
16 | GTEx | Pituitary | ARHGEF19 | 0.30 | 0.11 | lasso | 14 | 0.11 | 8.7e-04 | -2.56 | 6.3 | 2.5e-10 | 0.06 | 0.09 | 0.06 | FALSE |
17 | GTEx | Skin Not Sun Exposed Suprapubic | ARHGEF19 | 0.10 | 0.11 | lasso | 4 | 0.10 | 4.2e-06 | 5.09 | -5.1 | 3.1e-07 | 0.01 | 0.91 | 0.00 | TRUE |
18 | GTEx | Stomach | CASP9 | 0.24 | 0.06 | enet | 14 | 0.11 | 9.4e-06 | -5.21 | 6.4 | 1.3e-10 | 0.11 | 0.96 | 0.00 | FALSE |
19 | GTEx | Uterus | CASP9 | 0.48 | 0.19 | lasso | 7 | 0.22 | 2.5e-05 | -5.21 | 5.4 | 5.7e-08 | 0.10 | 0.48 | 0.06 | FALSE |
20 | GTEx | Whole Blood | CROCCP2 | 0.15 | 0.01 | enet | 14 | 0.06 | 1.3e-06 | 4.84 | -5.8 | 7.2e-09 | 0.04 | 0.04 | 0.75 | TRUE |
21 | ROSMAP | Brain Pre-frontal Cortex | PLEKHM2 | 0.06 | 0.01 | blup | 488 | 0.03 | 4.7e-05 | 5.51 | 5.5 | 4.9e-08 | 0.09 | 0.31 | 0.03 | FALSE |
22 | ROSMAP | Brain Pre-frontal Cortex | DDI2 | 0.09 | 0.02 | bslmm | 491 | 0.04 | 5.9e-06 | 4.30 | 8.0 | 1.3e-15 | 0.37 | 0.67 | 0.04 | FALSE |
23 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ZBTB17 | 0.02 | 0.00 | blup | 69 | 0.01 | 5.0e-04 | -1.60 | -7.7 | 1.1e-14 | -0.72 | 0.03 | 0.52 | TRUE |
24 | The Cancer Genome Atlas | Colon Adenocarcinoma | CLCNKA | 0.06 | 0.02 | blup | 62 | 0.03 | 9.8e-03 | 3.75 | -6.4 | 1.7e-10 | -0.51 | 0.04 | 0.18 | TRUE |
25 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | C1orf89 | 0.03 | 0.03 | enet | 6 | 0.03 | 2.2e-04 | 4.84 | 5.1 | 2.8e-07 | -0.01 | 0.02 | 0.92 | FALSE |
26 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C1orf89 | 0.06 | 0.04 | blup | 44 | 0.04 | 3.3e-03 | 4.48 | 5.2 | 1.6e-07 | 0.02 | 0.05 | 0.57 | FALSE |
27 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | C1orf89 | 0.10 | 0.07 | blup | 43 | 0.11 | 5.2e-06 | 4.50 | 5.7 | 1.1e-08 | 0.01 | 0.02 | 0.97 | TRUE |
28 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CLCNKA | 0.22 | 0.28 | lasso | 10 | 0.28 | 7.8e-30 | 4.34 | -5.2 | 1.5e-07 | -0.45 | 1.00 | 0.00 | FALSE |
29 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CLCNKB | 0.03 | 0.03 | lasso | 2 | 0.01 | 1.1e-02 | -4.96 | -5.6 | 2.6e-08 | -0.32 | 0.02 | 0.54 | FALSE |
30 | The Cancer Genome Atlas | Soft Tissue Sarcoma | SPEN | 0.09 | 0.02 | blup | 72 | 0.02 | 2.5e-02 | -2.35 | -7.5 | 4.5e-14 | -0.61 | 0.03 | 0.10 | FALSE |
31 | The Cancer Genome Atlas | Thyroid Carcinoma | HSPB7 | 0.34 | 0.42 | enet | 15 | 0.46 | 6.7e-49 | 4.12 | 5.7 | 9.5e-09 | 0.54 | 1.00 | 0.00 | FALSE |