Best TWAS P=1.67e-21 · Best GWAS P=7.09e-22 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 | CPSF4 | 0.06 | 0.06 | blup | 313 | 0.07 | 6.6e-09 | 8.49 | 5.8 | 4.9e-09 | 0.08 | 0.06 | 0.94 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | LOC100289187 | 0.08 | 0.02 | enet | 14 | 0.03 | 4.5e-05 | 7.43 | -6.3 | 2.2e-10 | -0.17 | 0.09 | 0.91 | TRUE |
3 | GTEx | Adipose Visceral Omentum | GS1-259H13.2 | 0.23 | 0.12 | lasso | 1 | 0.09 | 1.8e-05 | 7.55 | -7.5 | 4.2e-14 | -0.24 | 0.86 | 0.04 | FALSE |
4 | GTEx | Adrenal Gland | STAG3L5P-PVRIG2P-PILRB | 0.32 | 0.25 | enet | 43 | 0.20 | 7.0e-08 | -3.32 | -6.3 | 2.6e-10 | -0.09 | 0.99 | 0.00 | TRUE |
5 | GTEx | Artery Aorta | ACHE | 0.35 | 0.31 | enet | 35 | 0.32 | 1.9e-18 | 8.15 | 7.5 | 5.3e-14 | 0.04 | 0.01 | 0.99 | FALSE |
6 | GTEx | Artery Aorta | SRRT | 0.11 | 0.09 | enet | 20 | 0.09 | 1.4e-05 | 8.10 | 6.1 | 1.4e-09 | 0.00 | 0.01 | 0.98 | FALSE |
7 | GTEx | Artery Tibial | ACHE | 0.10 | 0.09 | lasso | 5 | 0.08 | 9.2e-07 | 8.10 | 8.1 | 5.3e-16 | 0.05 | 0.00 | 1.00 | FALSE |
8 | GTEx | Brain Cerebellar Hemisphere | UFSP1 | 0.42 | 0.03 | enet | 7 | 0.05 | 1.9e-02 | -6.24 | -6.2 | 7.6e-10 | -0.03 | 0.44 | 0.03 | FALSE |
9 | GTEx | Breast Mammary Tissue | AP1S1 | 0.18 | 0.14 | lasso | 4 | 0.12 | 1.5e-06 | -4.24 | -5.8 | 6.4e-09 | -0.01 | 0.82 | 0.05 | FALSE |
10 | GTEx | Breast Mammary Tissue (Female) | PRKRIP1 | 0.14 | -0.01 | lasso | 4 | 0.00 | 3.4e-01 | -5.03 | 6.6 | 4.1e-11 | 0.05 | 0.03 | 0.06 | TRUE |
11 | GTEx | Breast Mammary Tissue (Female) | ATP5J2 | 0.13 | 0.04 | enet | 10 | 0.10 | 5.5e-04 | -7.61 | -8.7 | 3.3e-18 | -0.01 | 0.06 | 0.20 | TRUE |
12 | GTEx | Cells EBV-transformed lymphocytes | RP11-163E9.2 | 0.25 | 0.23 | enet | 9 | 0.23 | 3.4e-08 | 4.80 | -5.1 | 3.1e-07 | -0.01 | 0.52 | 0.06 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | CPSF4 | 0.08 | 0.03 | lasso | 4 | 0.03 | 1.8e-03 | 7.43 | 7.6 | 2.7e-14 | 0.24 | 0.34 | 0.19 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | POLR2J3 | 0.32 | 0.08 | lasso | 7 | 0.11 | 8.6e-09 | 4.02 | 5.4 | 7.0e-08 | 0.03 | 0.96 | 0.00 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | RP11-514P8.8 | 0.31 | 0.12 | lasso | 7 | 0.14 | 1.0e-10 | 4.02 | 5.2 | 2.6e-07 | 0.00 | 1.00 | 0.00 | TRUE |
16 | GTEx | Colon Sigmoid | CLDN15 | 0.29 | 0.00 | lasso | 4 | 0.00 | 4.5e-01 | -6.19 | -5.4 | 5.2e-08 | -0.05 | 0.39 | 0.03 | TRUE |
17 | GTEx | Esophagus Mucosa | ACHE | 0.08 | 0.03 | lasso | 9 | 0.03 | 2.2e-03 | 5.48 | 7.2 | 5.1e-13 | 0.04 | 0.02 | 0.93 | FALSE |
18 | GTEx | Esophagus Mucosa | GS1-259H13.2 | 0.07 | 0.07 | lasso | 3 | 0.05 | 1.7e-04 | 7.53 | -7.7 | 1.2e-14 | -0.24 | 0.46 | 0.34 | TRUE |
19 | GTEx | Heart Atrial Appendage | ACHE | 0.19 | 0.19 | lasso | 2 | 0.18 | 2.6e-08 | 7.61 | 7.6 | 2.9e-14 | 0.04 | 0.01 | 0.99 | FALSE |
20 | GTEx | Heart Atrial Appendage | SRRT | 0.14 | 0.01 | enet | 10 | 0.02 | 4.5e-02 | 7.61 | 8.2 | 3.7e-16 | 0.03 | 0.01 | 0.88 | FALSE |
21 | GTEx | Heart Left Ventricle | CLDN15 | 0.22 | 0.02 | lasso | 7 | 0.03 | 1.3e-02 | -4.54 | -5.8 | 5.1e-09 | 0.02 | 0.98 | 0.00 | TRUE |
22 | GTEx | Lung | ZKSCAN5 | 0.09 | 0.05 | lasso | 2 | 0.03 | 2.7e-03 | 7.43 | -7.0 | 2.2e-12 | -0.22 | 0.37 | 0.16 | FALSE |
23 | GTEx | Lung | GS1-259H13.2 | 0.09 | 0.07 | lasso | 4 | 0.05 | 8.4e-05 | 7.53 | -7.5 | 8.4e-14 | -0.25 | 0.79 | 0.06 | FALSE |
24 | GTEx | Muscle Skeletal | TRIP6 | 0.08 | 0.07 | lasso | 4 | 0.07 | 5.3e-07 | 7.04 | 6.4 | 1.6e-10 | 0.02 | 0.39 | 0.57 | FALSE |
25 | GTEx | Muscle Skeletal | POLR2J3 | 0.35 | 0.12 | enet | 31 | 0.16 | 5.6e-16 | 4.02 | 5.3 | 9.0e-08 | 0.00 | 1.00 | 0.00 | TRUE |
26 | GTEx | Nerve Tibial | ACHE | 0.28 | 0.23 | lasso | 7 | 0.22 | 6.1e-16 | 7.61 | 7.4 | 1.1e-13 | 0.04 | 0.01 | 0.99 | FALSE |
27 | GTEx | Nerve Tibial | SRRT | 0.13 | 0.12 | lasso | 4 | 0.11 | 3.7e-08 | 7.43 | 7.5 | 5.2e-14 | 0.04 | 0.01 | 0.99 | FALSE |
28 | GTEx | Nerve Tibial | ZKSCAN5 | 0.12 | 0.04 | lasso | 4 | 0.02 | 1.4e-02 | 3.80 | -5.9 | 3.7e-09 | -0.09 | 0.09 | 0.04 | TRUE |
29 | GTEx | Nerve Tibial | GS1-259H13.2 | 0.15 | 0.10 | lasso | 4 | 0.09 | 3.4e-07 | 7.53 | -7.5 | 8.4e-14 | -0.24 | 1.00 | 0.00 | FALSE |
30 | GTEx | Prostate | RP11-163E9.2 | 0.33 | -0.01 | lasso | 10 | 0.00 | 2.5e-01 | 4.84 | -5.4 | 5.4e-08 | -0.04 | 0.03 | 0.25 | FALSE |
31 | GTEx | Skin Not Sun Exposed Suprapubic | TRIP6 | 0.11 | 0.02 | lasso | 6 | 0.01 | 1.3e-01 | -3.09 | 5.4 | 8.5e-08 | 0.01 | 0.08 | 0.27 | FALSE |
32 | GTEx | Skin Not Sun Exposed Suprapubic | CLDN15 | 0.33 | 0.28 | lasso | 6 | 0.30 | 1.1e-16 | -4.55 | -5.5 | 5.1e-08 | 0.03 | 1.00 | 0.00 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | ACHE | 0.07 | 0.10 | lasso | 1 | 0.09 | 3.5e-08 | 7.61 | 7.6 | 2.8e-14 | 0.04 | 0.04 | 0.96 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | POLR2J3 | 0.17 | 0.06 | enet | 15 | 0.08 | 5.1e-07 | 4.02 | 5.8 | 5.6e-09 | -0.03 | 0.62 | 0.02 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | RASA4B | 0.12 | 0.00 | enet | 20 | 0.04 | 2.2e-04 | 4.19 | 5.6 | 2.7e-08 | 0.02 | 0.03 | 0.05 | TRUE |
36 | GTEx | Skin Sun Exposed Lower leg | RP11-514P8.8 | 0.17 | 0.08 | enet | 14 | 0.11 | 2.2e-09 | 4.02 | 5.8 | 6.8e-09 | -0.02 | 0.92 | 0.00 | TRUE |
37 | GTEx | Spleen | GIGYF1 | 0.22 | 0.00 | enet | 19 | 0.10 | 1.3e-03 | -5.19 | -5.7 | 1.3e-08 | -0.38 | 0.13 | 0.09 | FALSE |
38 | GTEx | Testis | ATP5J2 | 0.21 | 0.13 | lasso | 7 | 0.19 | 7.5e-09 | 3.74 | -5.9 | 3.9e-09 | -0.04 | 0.62 | 0.36 | TRUE |
39 | GTEx | Thyroid | ACHE | 0.19 | 0.10 | enet | 33 | 0.14 | 1.5e-10 | 8.10 | 9.1 | 1.5e-19 | 0.00 | 0.01 | 0.99 | FALSE |
40 | GTEx | Whole Blood | ORAI2 | 0.13 | 0.13 | enet | 7 | 0.12 | 2.1e-11 | 4.84 | -5.3 | 1.4e-07 | -0.02 | 0.96 | 0.04 | FALSE |
41 | METSIM | Adipose | ARPC1A | 0.02 | 0.02 | blup | 308 | 0.02 | 1.6e-03 | 3.34 | 5.4 | 6.3e-08 | 0.00 | 0.16 | 0.73 | TRUE |
42 | METSIM | Adipose | GS1-259H13.2 | 0.04 | 0.03 | lasso | 3 | 0.02 | 1.4e-03 | 7.52 | -7.5 | 5.0e-14 | -0.25 | 0.56 | 0.35 | FALSE |
43 | METSIM | Adipose | MBLAC1 | 0.04 | 0.00 | bslmm | 284 | 0.01 | 1.8e-02 | -0.17 | 5.8 | 5.8e-09 | 0.06 | 0.05 | 0.04 | TRUE |
44 | METSIM | Adipose | PRKRIP1 | 0.12 | 0.00 | blup | 272 | 0.08 | 1.1e-11 | 2.88 | 6.2 | 7.4e-10 | -0.01 | 0.81 | 0.17 | FALSE |
45 | NTR | Blood | ORAI2 | 0.05 | 0.03 | bslmm | 256 | 0.03 | 2.0e-11 | 4.83 | -6.2 | 6.8e-10 | -0.01 | 0.94 | 0.06 | TRUE |
46 | ROSMAP | Brain Pre-frontal Cortex | SRRT | 0.05 | 0.02 | bslmm | 331 | 0.02 | 1.1e-03 | 8.10 | 9.5 | 1.7e-21 | 0.12 | 0.01 | 0.98 | TRUE |
47 | ROSMAP | Brain Pre-frontal Cortex | ZKSCAN1 | 0.05 | 0.01 | blup | 265 | 0.03 | 6.1e-05 | -2.46 | -5.2 | 2.1e-07 | -0.31 | 0.30 | 0.05 | TRUE |
48 | ROSMAP | Brain Pre-frontal Cortex | SLC12A9 | 0.07 | 0.05 | lasso | 4 | 0.07 | 7.6e-10 | -2.92 | 5.3 | 1.3e-07 | -0.01 | 0.88 | 0.12 | FALSE |
49 | ROSMAP | Brain Pre-frontal Cortex | GS1-259H13.2 | 0.07 | 0.05 | bslmm | 305 | 0.06 | 6.9e-08 | 7.79 | -7.1 | 1.2e-12 | -0.17 | 0.63 | 0.37 | TRUE |
50 | YFS | Blood | ORAI2 | 0.17 | 0.13 | lasso | 13 | 0.18 | 4.2e-56 | 4.83 | -5.4 | 6.3e-08 | -0.03 | 0.94 | 0.06 | FALSE |
51 | YFS | Blood | PRKRIP1 | 0.11 | 0.09 | enet | 25 | 0.10 | 1.2e-30 | 4.84 | 5.2 | 2.5e-07 | 0.00 | 0.94 | 0.06 | FALSE |
52 | YFS | Blood | TRIP6 | 0.08 | 0.10 | lasso | 6 | 0.11 | 6.7e-35 | 7.61 | -7.2 | 8.0e-13 | -0.06 | 0.02 | 0.98 | FALSE |
53 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | CUX1 | 0.10 | 0.03 | blup | 114 | 0.02 | 1.5e-02 | 2.99 | -5.7 | 1.2e-08 | 0.05 | 0.22 | 0.05 | TRUE |
54 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PILRA | 0.05 | 0.01 | blup | 32 | 0.02 | 5.5e-03 | -3.36 | -5.2 | 1.7e-07 | -0.33 | 0.02 | 0.58 | FALSE |
55 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ACHE | 0.03 | 0.01 | blup | 56 | 0.01 | 1.8e-03 | 7.23 | 8.4 | 3.8e-17 | 0.05 | 0.01 | 0.76 | FALSE |
56 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | UFSP1 | 0.09 | 0.03 | blup | 53 | 0.05 | 1.2e-03 | 6.54 | -9.1 | 1.1e-19 | -0.03 | 0.02 | 0.59 | FALSE |
57 | The Cancer Genome Atlas | Glioblastoma Multiforme | EPHB4 | 0.16 | 0.11 | enet | 7 | 0.07 | 3.8e-03 | 8.10 | -7.6 | 2.4e-14 | -0.06 | 0.00 | 0.91 | FALSE |
58 | The Cancer Genome Atlas | Brain Lower Grade Glioma | AP1S1 | 0.07 | 0.02 | enet | 12 | 0.06 | 1.0e-07 | -4.21 | -5.2 | 1.6e-07 | 0.00 | 0.34 | 0.65 | FALSE |
59 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ZKSCAN5 | 0.03 | 0.04 | lasso | 2 | 0.03 | 1.0e-04 | 8.48 | 8.5 | 2.3e-17 | 0.17 | 0.01 | 0.99 | TRUE |
60 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | C7orf52 | 0.23 | 0.10 | blup | 54 | 0.12 | 7.0e-06 | -4.21 | 6.6 | 3.2e-11 | 0.01 | 0.28 | 0.63 | TRUE |
61 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FIS1 | 0.03 | 0.02 | blup | 42 | 0.02 | 1.8e-03 | -4.54 | 5.2 | 2.3e-07 | -0.02 | 0.01 | 0.49 | FALSE |
62 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ZKSCAN5 | 0.03 | 0.03 | enet | 8 | 0.03 | 5.4e-04 | 8.53 | 7.0 | 2.5e-12 | 0.16 | 0.01 | 0.84 | TRUE |
63 | The Cancer Genome Atlas | Thyroid Carcinoma | ACHE | 0.04 | 0.04 | lasso | 2 | 0.03 | 3.0e-04 | 7.43 | 7.5 | 8.6e-14 | 0.04 | 0.01 | 0.98 | FALSE |
64 | The Cancer Genome Atlas | Thyroid Carcinoma | C7orf52 | 0.09 | 0.08 | enet | 16 | 0.12 | 1.8e-11 | -6.57 | 5.7 | 1.2e-08 | 0.01 | 0.70 | 0.30 | FALSE |