Best TWAS P=3.07e-39 · Best GWAS P=5.41e-39 conditioned to 0.000169
# | 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 | RBBP5 | 0.15 | 0.07 | bslmm | 617 | 0.10 | 2.3e-12 | 4.1 | 7.5 | 4.9e-14 | -0.43 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | TMCC2 | 0.17 | 0.18 | lasso | 5 | 0.19 | 3.0e-22 | -12.0 | 12.1 | 1.5e-33 | -0.90 | 0.52 | 0.48 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | TMEM81 | 0.07 | 0.04 | lasso | 5 | 0.03 | 6.4e-05 | 9.9 | 11.5 | 8.7e-31 | -0.75 | 0.44 | 0.51 | FALSE |
4 | GTEx | Adipose Subcutaneous | DSTYK | 0.21 | 0.18 | enet | 14 | 0.18 | 1.7e-14 | -12.2 | -12.8 | 2.0e-37 | 0.94 | 0.05 | 0.95 | FALSE |
5 | GTEx | Adipose Subcutaneous | TMEM81 | 0.10 | 0.06 | enet | 5 | 0.06 | 8.5e-06 | -12.5 | 12.4 | 4.6e-35 | -0.89 | 0.08 | 0.92 | FALSE |
6 | GTEx | Artery Aorta | DSTYK | 0.15 | 0.11 | lasso | 3 | 0.07 | 6.8e-05 | 9.8 | -8.9 | 3.7e-19 | 0.65 | 0.44 | 0.45 | FALSE |
7 | GTEx | Artery Tibial | DSTYK | 0.25 | 0.08 | enet | 32 | 0.14 | 1.1e-10 | -12.5 | -9.5 | 2.5e-21 | 0.74 | 0.15 | 0.85 | FALSE |
8 | GTEx | Brain Caudate basal ganglia | LRRN2 | 0.38 | 0.14 | lasso | 4 | 0.07 | 4.2e-03 | -5.5 | -5.7 | 1.6e-08 | -0.06 | 0.10 | 0.05 | TRUE |
9 | GTEx | Brain Cerebellum | RBBP5 | 0.19 | 0.03 | enet | 6 | 0.00 | 3.9e-01 | -9.6 | 10.6 | 2.0e-26 | -0.71 | 0.05 | 0.64 | FALSE |
10 | GTEx | Brain Cerebellum | TMEM81 | 0.25 | 0.02 | enet | 21 | 0.11 | 3.0e-04 | 4.4 | 7.0 | 3.6e-12 | -0.52 | 0.09 | 0.63 | FALSE |
11 | GTEx | Brain Nucleus accumbens basal ganglia | RBBP5 | 0.25 | 0.00 | enet | 16 | 0.04 | 3.5e-02 | -2.5 | 6.8 | 1.4e-11 | -0.56 | 0.10 | 0.29 | FALSE |
12 | GTEx | Brain Nucleus accumbens basal ganglia | DSTYK | 0.20 | 0.04 | lasso | 7 | 0.05 | 1.8e-02 | -12.5 | -11.1 | 9.3e-29 | 0.78 | 0.03 | 0.86 | FALSE |
13 | GTEx | Breast Mammary Tissue | DSTYK | 0.13 | 0.02 | enet | 15 | 0.02 | 2.1e-02 | -12.0 | -11.5 | 1.4e-30 | 0.78 | 0.08 | 0.67 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | DSTYK | 0.13 | 0.11 | lasso | 5 | 0.08 | 6.6e-07 | 9.8 | -10.2 | 2.1e-24 | 0.70 | 0.76 | 0.22 | FALSE |
15 | GTEx | Esophagus Mucosa | DSTYK | 0.15 | 0.12 | lasso | 3 | 0.08 | 6.0e-06 | -12.3 | -12.3 | 8.1e-35 | 0.83 | 0.23 | 0.76 | FALSE |
16 | GTEx | Esophagus Mucosa | TMEM81 | 0.10 | 0.00 | enet | 2 | 0.00 | 6.2e-01 | -12.0 | 12.1 | 8.8e-34 | -0.90 | 0.03 | 0.70 | FALSE |
17 | GTEx | Esophagus Muscularis | DSTYK | 0.20 | 0.13 | enet | 21 | 0.12 | 6.6e-08 | -12.5 | -10.7 | 1.6e-26 | 0.77 | 0.09 | 0.91 | FALSE |
18 | GTEx | Heart Atrial Appendage | DSTYK | 0.14 | 0.03 | enet | 10 | 0.06 | 1.1e-03 | -12.2 | -10.0 | 2.4e-23 | 0.77 | 0.03 | 0.91 | FALSE |
19 | GTEx | Lung | RBBP5 | 0.09 | 0.08 | lasso | 2 | 0.07 | 2.4e-06 | -12.3 | 12.2 | 3.6e-34 | -0.81 | 0.56 | 0.32 | FALSE |
20 | GTEx | Lung | TMEM81 | 0.13 | 0.05 | enet | 25 | 0.05 | 6.9e-05 | -11.9 | 7.9 | 2.6e-15 | -0.73 | 0.02 | 0.98 | FALSE |
21 | GTEx | Muscle Skeletal | TMCC2 | 0.04 | 0.04 | lasso | 1 | 0.03 | 4.4e-04 | 9.5 | -9.5 | 2.6e-21 | 0.62 | 0.16 | 0.76 | FALSE |
22 | GTEx | Nerve Tibial | DSTYK | 0.20 | 0.08 | lasso | 5 | 0.10 | 1.6e-07 | -12.5 | -12.5 | 5.9e-36 | 0.89 | 0.03 | 0.97 | FALSE |
23 | GTEx | Nerve Tibial | TMEM81 | 0.08 | 0.06 | lasso | 2 | 0.05 | 3.7e-04 | -12.5 | 12.6 | 2.5e-36 | -0.89 | 0.04 | 0.94 | FALSE |
24 | GTEx | Skin Not Sun Exposed Suprapubic | DSTYK | 0.23 | 0.00 | lasso | 7 | 0.00 | 2.4e-01 | -12.5 | -12.4 | 1.9e-35 | 0.87 | 0.04 | 0.80 | FALSE |
25 | GTEx | Skin Sun Exposed Lower leg | DSTYK | 0.08 | 0.05 | enet | 15 | 0.05 | 2.7e-05 | 9.8 | -11.6 | 2.4e-31 | 0.82 | 0.25 | 0.73 | FALSE |
26 | GTEx | Thyroid | RBBP5 | 0.05 | 0.02 | enet | 8 | 0.04 | 2.9e-04 | 9.5 | 11.3 | 1.9e-29 | -0.66 | 0.43 | 0.33 | FALSE |
27 | GTEx | Thyroid | TMEM81 | 0.10 | 0.05 | enet | 18 | 0.06 | 1.9e-05 | -12.2 | 11.1 | 9.3e-29 | -0.72 | 0.05 | 0.94 | FALSE |
28 | GTEx | Uterus | RBBP5 | 0.46 | -0.01 | lasso | 12 | 0.01 | 2.0e-01 | -13.1 | 8.4 | 3.2e-17 | -0.58 | 0.04 | 0.59 | FALSE |
29 | METSIM | Adipose | CNTN2 | 0.13 | 0.14 | enet | 16 | 0.16 | 1.3e-23 | 4.2 | 6.3 | 2.1e-10 | -0.48 | 1.00 | 0.00 | FALSE |
30 | METSIM | Adipose | DSTYK | 0.06 | 0.02 | bslmm | 614 | 0.02 | 7.5e-04 | 9.8 | -7.7 | 1.6e-14 | 0.57 | 0.05 | 0.89 | FALSE |
31 | METSIM | Adipose | RBBP5 | 0.06 | 0.02 | bslmm | 603 | 0.02 | 8.2e-04 | -9.6 | 9.8 | 1.4e-22 | -0.56 | 0.43 | 0.24 | FALSE |
32 | METSIM | Adipose | TMEM81 | 0.03 | 0.01 | blup | 584 | 0.01 | 5.0e-03 | -12.5 | 9.7 | 2.3e-22 | -0.75 | 0.02 | 0.98 | FALSE |
33 | NTR | Blood | TMCC2 | 0.01 | 0.00 | blup | 582 | 0.00 | 1.3e-02 | -12.3 | 11.8 | 6.9e-32 | -0.80 | 0.03 | 0.87 | FALSE |
34 | YFS | Blood | TMCC2 | 0.03 | 0.02 | blup | 582 | 0.02 | 2.5e-06 | -12.9 | 10.3 | 5.3e-25 | -0.75 | 0.01 | 0.99 | FALSE |
35 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | CNTN2 | 0.04 | 0.02 | enet | 8 | 0.02 | 1.3e-02 | 4.3 | 6.2 | 6.4e-10 | -0.45 | 0.07 | 0.32 | FALSE |
36 | The Cancer Genome Atlas | Breast Invasive Carcinoma | DSTYK | 0.04 | 0.01 | enet | 20 | 0.01 | 2.1e-03 | -12.5 | -10.0 | 1.4e-23 | 0.64 | 0.03 | 0.65 | FALSE |
37 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMCC2 | 0.07 | 0.00 | blup | 65 | 0.01 | 8.1e-04 | -2.3 | -5.6 | 2.5e-08 | 0.52 | 0.03 | 0.23 | FALSE |
38 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | DSTYK | 0.02 | 0.01 | enet | 6 | 0.01 | 1.3e-02 | 9.9 | -12.6 | 3.2e-36 | 0.82 | 0.02 | 0.89 | FALSE |
39 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | CNTN2 | 0.03 | 0.01 | blup | 98 | 0.01 | 8.7e-03 | 7.0 | 6.7 | 2.8e-11 | -0.55 | 0.03 | 0.26 | FALSE |
40 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | DSTYK | 0.05 | 0.04 | blup | 67 | 0.07 | 6.2e-08 | -12.5 | -13.1 | 3.1e-39 | 0.90 | 0.05 | 0.95 | TRUE |
41 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PLEKHA6 | 0.06 | 0.02 | enet | 12 | 0.04 | 3.0e-05 | -5.9 | 5.5 | 3.4e-08 | 0.06 | 0.00 | 1.00 | FALSE |
42 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PLEKHA6 | 0.11 | 0.06 | lasso | 3 | 0.06 | 2.5e-04 | -4.2 | 5.3 | 1.1e-07 | 0.07 | 0.01 | 0.99 | FALSE |
43 | The Cancer Genome Atlas | Brain Lower Grade Glioma | DSTYK | 0.04 | 0.01 | blup | 67 | 0.02 | 1.3e-03 | -12.5 | -12.2 | 1.7e-34 | 0.86 | 0.04 | 0.92 | FALSE |
44 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TMEM81 | 0.10 | 0.05 | lasso | 3 | 0.06 | 6.0e-07 | -12.3 | 11.3 | 1.2e-29 | -0.78 | 0.01 | 0.99 | FALSE |
45 | The Cancer Genome Atlas | Lung Adenocarcinoma | RBBP5 | 0.03 | 0.01 | blup | 79 | 0.02 | 1.2e-03 | -9.6 | 8.6 | 7.0e-18 | -0.64 | 0.02 | 0.84 | FALSE |
46 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | DSTYK | 0.06 | 0.00 | blup | 67 | 0.02 | 1.2e-03 | 9.9 | -8.6 | 1.0e-17 | 0.67 | 0.02 | 0.63 | FALSE |
47 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TMCC2 | 0.03 | 0.03 | lasso | 2 | 0.03 | 5.4e-04 | 4.1 | -5.7 | 1.3e-08 | 0.56 | 0.04 | 0.29 | FALSE |
48 | The Cancer Genome Atlas | Prostate Adenocarcinoma | CNTN2 | 0.09 | 0.04 | enet | 16 | 0.07 | 3.8e-08 | 4.1 | 5.9 | 4.1e-09 | -0.38 | 1.00 | 0.00 | FALSE |
49 | The Cancer Genome Atlas | Prostate Adenocarcinoma | DSTYK | 0.04 | 0.02 | enet | 7 | 0.02 | 2.6e-03 | -12.5 | -12.5 | 6.1e-36 | 0.93 | 0.02 | 0.95 | FALSE |
50 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RBBP5 | 0.03 | 0.02 | lasso | 2 | 0.03 | 2.7e-04 | -12.5 | 12.3 | 5.3e-35 | -0.84 | 0.01 | 0.98 | FALSE |
51 | The Cancer Genome Atlas | Stomach Adenocarcinoma | DSTYK | 0.06 | 0.03 | lasso | 2 | 0.05 | 1.6e-04 | 7.7 | -12.0 | 3.5e-33 | 0.84 | 0.02 | 0.91 | FALSE |
52 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TMEM81 | 0.06 | 0.04 | lasso | 3 | 0.03 | 1.7e-03 | -12.2 | 12.4 | 2.6e-35 | -0.78 | 0.01 | 0.90 | FALSE |
53 | The Cancer Genome Atlas | Thyroid Carcinoma | CNTN2 | 0.14 | 0.03 | blup | 98 | 0.11 | 1.0e-10 | 6.3 | 7.2 | 6.1e-13 | -0.57 | 0.03 | 0.97 | FALSE |
54 | The Cancer Genome Atlas | Thyroid Carcinoma | DSTYK | 0.08 | 0.04 | blup | 67 | 0.05 | 4.9e-06 | 4.1 | -7.9 | 3.7e-15 | 0.66 | 0.64 | 0.33 | FALSE |
55 | The Cancer Genome Atlas | Thyroid Carcinoma | RBBP5 | 0.09 | 0.04 | blup | 80 | 0.05 | 4.8e-06 | 4.1 | 5.7 | 1.6e-08 | -0.25 | 0.64 | 0.06 | FALSE |
56 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | RBBP5 | 0.22 | 0.06 | blup | 79 | 0.14 | 1.3e-04 | 9.8 | 5.3 | 1.1e-07 | -0.19 | 0.09 | 0.08 | FALSE |