Best TWAS P=2.79e-28 · Best GWAS P=2.8e-28 conditioned to 1
# | 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 | GATAD2A | 0.13 | 0.30 | lasso | 7 | 0.29 | 2.4e-35 | -6.76 | 6.6 | 3.3e-11 | -0.01 | 0.02 | 0.98 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | MAU2 | 0.09 | 0.08 | blup | 369 | 0.10 | 1.0e-12 | -6.07 | 6.4 | 1.5e-10 | -0.02 | 0.16 | 0.84 | FALSE |
3 | GTEx | Artery Coronary | KLHL26 | 0.24 | 0.05 | enet | 20 | 0.10 | 2.1e-04 | 7.62 | -5.8 | 9.0e-09 | -0.50 | 0.05 | 0.69 | FALSE |
4 | GTEx | Artery Tibial | SSBP4 | 0.09 | 0.04 | lasso | 5 | 0.00 | 3.0e-01 | 10.88 | -10.9 | 1.2e-27 | -0.99 | 0.01 | 0.98 | FALSE |
5 | GTEx | Brain Cerebellum | SUGP2 | 0.15 | -0.01 | enet | 27 | 0.00 | 2.3e-01 | -5.80 | -7.9 | 2.2e-15 | -0.25 | 0.08 | 0.11 | FALSE |
6 | GTEx | Brain Nucleus accumbens basal ganglia | ELL | 0.17 | 0.00 | lasso | 5 | 0.01 | 2.1e-01 | 11.03 | -10.8 | 2.8e-27 | -0.99 | 0.02 | 0.87 | FALSE |
7 | GTEx | Cells EBV-transformed lymphocytes | LRRC25 | 0.21 | -0.01 | enet | 25 | 0.00 | 2.2e-01 | -0.49 | -6.9 | 5.7e-12 | -0.50 | 0.03 | 0.53 | FALSE |
8 | GTEx | Cells Transformed fibroblasts | SSBP4 | 0.09 | 0.07 | lasso | 2 | 0.06 | 5.5e-05 | 10.98 | -11.0 | 2.8e-28 | -0.99 | 0.01 | 0.99 | TRUE |
9 | GTEx | Cells Transformed fibroblasts | GATAD2A | 0.07 | 0.00 | lasso | 4 | 0.00 | 8.1e-01 | -6.63 | -5.2 | 2.4e-07 | 0.05 | 0.04 | 0.59 | FALSE |
10 | GTEx | Colon Transverse | CRLF1 | 0.18 | -0.01 | lasso | 5 | 0.00 | 6.1e-01 | 2.44 | 5.5 | 3.2e-08 | 0.32 | 0.04 | 0.42 | FALSE |
11 | GTEx | Esophagus Mucosa | SSBP4 | 0.14 | 0.10 | lasso | 2 | 0.14 | 1.3e-09 | 11.03 | -10.6 | 2.9e-26 | -0.97 | 0.01 | 0.99 | FALSE |
12 | GTEx | Esophagus Muscularis | SSBP4 | 0.09 | 0.09 | lasso | 4 | 0.07 | 5.3e-05 | 6.30 | -7.8 | 8.4e-15 | -0.65 | 0.10 | 0.90 | FALSE |
13 | GTEx | Liver | SSBP4 | 0.26 | 0.04 | lasso | 4 | 0.06 | 1.0e-02 | 7.85 | -9.6 | 9.5e-22 | -0.86 | 0.03 | 0.78 | FALSE |
14 | GTEx | Muscle Skeletal | SUGP1 | 0.11 | 0.06 | lasso | 7 | 0.07 | 9.5e-08 | -3.93 | 5.2 | 2.3e-07 | 0.02 | 0.50 | 0.49 | FALSE |
15 | GTEx | Muscle Skeletal | MAU2 | 0.09 | 0.04 | lasso | 4 | 0.05 | 5.1e-06 | -3.40 | 5.4 | 6.7e-08 | -0.05 | 0.05 | 0.95 | FALSE |
16 | GTEx | Muscle Skeletal | SSBP4 | 0.09 | 0.07 | lasso | 3 | 0.07 | 1.3e-07 | 10.88 | -10.5 | 1.2e-25 | -0.96 | 0.01 | 0.99 | FALSE |
17 | GTEx | Nerve Tibial | ANKLE1 | 0.16 | 0.16 | lasso | 3 | 0.15 | 4.5e-11 | -5.29 | -5.3 | 1.3e-07 | -0.04 | 0.01 | 0.99 | TRUE |
18 | GTEx | Pancreas | SSBP4 | 0.15 | -0.01 | lasso | 5 | 0.02 | 3.1e-02 | 6.30 | -6.5 | 8.8e-11 | -0.60 | 0.04 | 0.47 | FALSE |
19 | GTEx | Skin Sun Exposed Lower leg | SSBP4 | 0.12 | 0.12 | lasso | 3 | 0.11 | 2.9e-09 | 11.03 | -11.0 | 3.4e-28 | -1.00 | 0.01 | 0.99 | FALSE |
20 | GTEx | Spleen | ATP13A1 | 0.16 | 0.01 | lasso | 5 | 0.02 | 9.7e-02 | -6.60 | -6.6 | 3.9e-11 | 0.03 | 0.05 | 0.46 | FALSE |
21 | GTEx | Spleen | LRRC25 | 0.29 | -0.01 | enet | 48 | 0.00 | 3.4e-01 | 10.74 | -5.4 | 6.5e-08 | -0.57 | 0.04 | 0.47 | FALSE |
22 | GTEx | Thyroid | SSBP4 | 0.09 | 0.11 | lasso | 6 | 0.10 | 8.2e-08 | 10.71 | -10.7 | 7.7e-27 | -0.98 | 0.02 | 0.98 | FALSE |
23 | GTEx | Whole Blood | TMEM161A | 0.06 | 0.00 | enet | 2 | 0.00 | 1.4e-01 | -6.63 | 6.6 | 3.5e-11 | -0.02 | 0.03 | 0.84 | FALSE |
24 | GTEx | Whole Blood | ELL | 0.10 | 0.03 | enet | 17 | 0.04 | 1.2e-04 | 10.71 | 8.8 | 1.8e-18 | 0.84 | 0.02 | 0.98 | FALSE |
25 | GTEx | Whole Blood | GATAD2A | 0.06 | 0.02 | lasso | 9 | 0.03 | 1.7e-03 | -6.72 | -5.9 | 4.3e-09 | 0.04 | 0.04 | 0.95 | FALSE |
26 | GTEx | Whole Blood | LRRC25 | 0.12 | 0.01 | enet | 7 | 0.02 | 1.0e-02 | 10.98 | -10.4 | 3.3e-25 | -0.89 | 0.01 | 0.98 | FALSE |
27 | METSIM | Adipose | ELL | 0.08 | 0.05 | lasso | 7 | 0.06 | 7.1e-09 | 10.72 | 10.4 | 1.9e-25 | 0.93 | 0.02 | 0.98 | FALSE |
28 | METSIM | Adipose | LRRC25 | 0.04 | 0.01 | bslmm | 385 | 0.01 | 2.8e-02 | 7.78 | -7.0 | 2.2e-12 | -0.59 | 0.05 | 0.64 | FALSE |
29 | NTR | Blood | GATAD2A | 0.02 | 0.02 | blup | 386 | 0.02 | 1.4e-07 | -6.02 | -5.7 | 1.2e-08 | 0.02 | 0.03 | 0.97 | FALSE |
30 | NTR | Blood | LRRC25 | 0.03 | 0.01 | lasso | 4 | 0.01 | 2.9e-04 | 7.78 | -7.4 | 1.5e-13 | -0.65 | 0.11 | 0.76 | FALSE |
31 | ROSMAP | Brain Pre-frontal Cortex | ELL | 0.27 | 0.39 | lasso | 7 | 0.39 | 4.0e-53 | 10.67 | -10.7 | 1.0e-26 | -0.97 | 0.06 | 0.94 | FALSE |
32 | ROSMAP | Brain Pre-frontal Cortex | LRRC25 | 0.09 | 0.02 | blup | 383 | 0.07 | 7.4e-09 | 1.31 | -6.3 | 2.3e-10 | -0.61 | 0.02 | 0.98 | FALSE |
33 | YFS | Blood | ELL | 0.23 | 0.41 | enet | 24 | 0.43 | 2.6e-158 | 11.03 | 10.4 | 3.1e-25 | 0.96 | 0.01 | 0.99 | FALSE |
34 | YFS | Blood | GATAD2A | 0.09 | 0.14 | blup | 365 | 0.14 | 7.5e-44 | -6.50 | -6.8 | 9.9e-12 | 0.03 | 0.03 | 0.97 | TRUE |
35 | YFS | Blood | LRRC25 | 0.35 | 0.19 | enet | 24 | 0.32 | 9.5e-108 | 7.78 | -6.2 | 6.5e-10 | -0.58 | 1.00 | 0.00 | FALSE |
36 | The Cancer Genome Atlas | Breast Invasive Carcinoma | LRRC25 | 0.06 | 0.07 | enet | 13 | 0.06 | 5.9e-13 | 7.62 | -8.8 | 1.2e-18 | -0.71 | 1.00 | 0.00 | FALSE |
37 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | LRRC25 | 0.14 | 0.07 | enet | 5 | 0.10 | 8.3e-06 | 7.78 | -7.9 | 2.8e-15 | -0.61 | 0.12 | 0.31 | FALSE |
38 | The Cancer Genome Atlas | Colon Adenocarcinoma | GATAD2A | 0.04 | 0.03 | blup | 61 | 0.05 | 1.3e-03 | -6.76 | -6.2 | 7.0e-10 | -0.01 | 0.02 | 0.87 | FALSE |
39 | The Cancer Genome Atlas | Colon Adenocarcinoma | HAPLN4 | 0.10 | 0.08 | blup | 38 | 0.11 | 8.5e-07 | -6.06 | -5.6 | 2.0e-08 | -0.01 | 0.01 | 0.99 | FALSE |
40 | The Cancer Genome Atlas | Colon Adenocarcinoma | ISYNA1 | 0.08 | 0.09 | lasso | 4 | 0.09 | 7.0e-06 | 7.83 | 7.9 | 2.5e-15 | 0.71 | 0.52 | 0.31 | FALSE |
41 | The Cancer Genome Atlas | Colon Adenocarcinoma | LRRC25 | 0.06 | 0.05 | blup | 44 | 0.04 | 1.5e-03 | 10.88 | -9.6 | 6.6e-22 | -0.91 | 0.01 | 0.92 | FALSE |
42 | The Cancer Genome Atlas | Colon Adenocarcinoma | SSBP4 | 0.08 | 0.05 | enet | 9 | 0.07 | 6.7e-05 | 10.74 | -9.0 | 1.6e-19 | -0.84 | 0.02 | 0.92 | FALSE |
43 | The Cancer Genome Atlas | Glioblastoma Multiforme | ELL | 0.13 | 0.10 | blup | 46 | 0.08 | 1.9e-03 | 10.66 | -10.9 | 2.0e-27 | -0.95 | 0.02 | 0.85 | FALSE |
44 | The Cancer Genome Atlas | Glioblastoma Multiforme | LRRC25 | 0.20 | 0.12 | lasso | 3 | 0.12 | 1.2e-04 | 6.41 | -6.2 | 5.1e-10 | -0.43 | 0.02 | 0.29 | FALSE |
45 | The Cancer Genome Atlas | Glioblastoma Multiforme | UBA52 | 0.16 | 0.10 | lasso | 4 | 0.07 | 3.9e-03 | 5.56 | -5.3 | 1.4e-07 | -0.42 | 0.02 | 0.15 | FALSE |
46 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | GATAD2A | 0.02 | 0.02 | lasso | 1 | 0.02 | 2.1e-03 | -6.70 | -6.7 | 2.1e-11 | 0.02 | 0.02 | 0.78 | FALSE |
47 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | HAPLN4 | 0.07 | 0.05 | lasso | 7 | 0.07 | 2.9e-08 | -4.50 | -5.7 | 1.4e-08 | -0.03 | 0.03 | 0.97 | FALSE |
48 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SSBP4 | 0.04 | 0.03 | blup | 37 | 0.04 | 1.6e-05 | 10.66 | -10.7 | 7.7e-27 | -0.94 | 0.03 | 0.97 | FALSE |
49 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | HAPLN4 | 0.05 | 0.07 | lasso | 2 | 0.06 | 1.1e-07 | -6.12 | -6.0 | 2.1e-09 | 0.03 | 0.01 | 0.99 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SF4 | 0.03 | 0.01 | enet | 7 | 0.02 | 1.1e-03 | -5.86 | -5.2 | 1.5e-07 | 0.05 | 0.03 | 0.89 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SSBP4 | 0.02 | 0.02 | blup | 37 | 0.03 | 3.7e-04 | 11.03 | -10.3 | 9.7e-25 | -0.93 | 0.01 | 0.97 | FALSE |
52 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | C19orf50 | 0.12 | 0.00 | enet | 11 | 0.01 | 6.5e-02 | 0.64 | -6.2 | 4.0e-10 | -0.57 | 0.01 | 0.59 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | LRRC25 | 0.10 | 0.08 | lasso | 3 | 0.08 | 2.0e-05 | 6.41 | -7.9 | 3.1e-15 | -0.64 | 0.27 | 0.67 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SSBP4 | 0.06 | 0.07 | enet | 6 | 0.07 | 5.6e-05 | 11.03 | -10.7 | 1.3e-26 | -0.95 | 0.01 | 0.98 | FALSE |
55 | The Cancer Genome Atlas | Brain Lower Grade Glioma | C19orf50 | 0.07 | 0.00 | blup | 42 | 0.04 | 5.6e-05 | -1.18 | -6.4 | 2.0e-10 | -0.50 | 0.07 | 0.25 | FALSE |
56 | The Cancer Genome Atlas | Brain Lower Grade Glioma | KIAA0892 | 0.03 | 0.01 | lasso | 7 | 0.02 | 6.3e-03 | -6.18 | 6.1 | 8.6e-10 | -0.02 | 0.02 | 0.68 | FALSE |
57 | The Cancer Genome Atlas | Brain Lower Grade Glioma | LRRC25 | 0.07 | 0.08 | blup | 46 | 0.09 | 2.2e-10 | 7.62 | -10.0 | 1.9e-23 | -0.85 | 0.16 | 0.84 | FALSE |
58 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SSBP4 | 0.03 | 0.03 | lasso | 1 | 0.03 | 9.7e-05 | 7.62 | -7.6 | 2.6e-14 | -0.65 | 0.16 | 0.60 | FALSE |
59 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TSSK6 | 0.02 | 0.02 | blup | 33 | 0.02 | 1.8e-03 | -6.68 | -6.1 | 8.1e-10 | 0.00 | 0.01 | 0.84 | FALSE |
60 | The Cancer Genome Atlas | Lung Adenocarcinoma | LRRC25 | 0.04 | 0.01 | blup | 45 | 0.02 | 6.2e-04 | 7.62 | -10.0 | 2.3e-23 | -0.84 | 0.02 | 0.96 | FALSE |
61 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | LRRC25 | 0.06 | 0.02 | blup | 46 | 0.04 | 5.6e-05 | 7.78 | -9.6 | 6.8e-22 | -0.81 | 0.01 | 0.97 | FALSE |
62 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SSBP4 | 0.02 | 0.03 | lasso | 2 | 0.03 | 5.3e-04 | 7.89 | -8.9 | 6.1e-19 | -0.79 | 0.04 | 0.75 | FALSE |
63 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | GMIP | 0.07 | 0.00 | blup | 43 | 0.02 | 2.3e-02 | -3.85 | -5.2 | 1.9e-07 | 0.04 | 0.01 | 0.65 | FALSE |
64 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | LRRC25 | 0.07 | 0.03 | blup | 46 | 0.02 | 8.5e-03 | 7.78 | -9.9 | 3.9e-23 | -0.89 | 0.02 | 0.74 | FALSE |
65 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SSBP4 | 0.06 | 0.02 | blup | 37 | 0.05 | 4.3e-04 | 10.70 | -9.9 | 3.2e-23 | -0.92 | 0.01 | 0.90 | FALSE |
66 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | LRRC25 | 0.12 | 0.03 | blup | 45 | 0.01 | 1.1e-01 | 7.62 | -6.7 | 2.9e-11 | -0.48 | 0.01 | 0.20 | FALSE |
67 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ELL | 0.03 | 0.03 | blup | 47 | 0.01 | 1.2e-02 | 10.67 | -10.4 | 1.9e-25 | -0.95 | 0.02 | 0.90 | FALSE |
68 | The Cancer Genome Atlas | Prostate Adenocarcinoma | GATAD2A | 0.04 | 0.03 | lasso | 2 | 0.03 | 2.9e-04 | -6.61 | -6.3 | 2.9e-10 | 0.04 | 0.02 | 0.94 | FALSE |
69 | The Cancer Genome Atlas | Prostate Adenocarcinoma | LRRC25 | 0.03 | 0.04 | lasso | 2 | 0.04 | 4.3e-05 | 6.41 | -6.4 | 1.2e-10 | -0.50 | 0.08 | 0.48 | FALSE |
70 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SSBP4 | 0.04 | 0.08 | enet | 13 | 0.08 | 8.4e-09 | 10.74 | -10.8 | 2.5e-27 | -0.98 | 0.01 | 0.99 | FALSE |
71 | The Cancer Genome Atlas | Stomach Adenocarcinoma | ISYNA1 | 0.05 | 0.04 | enet | 11 | 0.05 | 1.4e-04 | 7.97 | 8.4 | 6.3e-17 | 0.77 | 0.03 | 0.78 | FALSE |
72 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SSBP4 | 0.05 | 0.00 | blup | 37 | 0.02 | 8.7e-03 | 7.83 | -8.0 | 1.5e-15 | -0.67 | 0.02 | 0.20 | FALSE |
73 | The Cancer Genome Atlas | Thyroid Carcinoma | ELL | 0.06 | 0.06 | blup | 46 | 0.09 | 1.2e-08 | 10.82 | -10.4 | 2.5e-25 | -0.91 | 0.03 | 0.97 | FALSE |
74 | The Cancer Genome Atlas | Thyroid Carcinoma | ISYNA1 | 0.04 | 0.00 | blup | 34 | 0.02 | 4.8e-03 | 7.97 | 10.1 | 3.5e-24 | 0.88 | 0.02 | 0.86 | FALSE |
75 | The Cancer Genome Atlas | Thyroid Carcinoma | KIAA0892 | 0.04 | 0.04 | blup | 43 | 0.02 | 4.1e-03 | -6.13 | 5.9 | 3.4e-09 | -0.04 | 0.05 | 0.91 | FALSE |
76 | The Cancer Genome Atlas | Thyroid Carcinoma | LRRC25 | 0.05 | 0.08 | lasso | 3 | 0.07 | 5.4e-07 | 7.78 | -8.9 | 7.4e-19 | -0.74 | 0.07 | 0.93 | FALSE |