Best TWAS P=6.16e-30 · Best GWAS P=1.04e-37 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 | ACSL6 | 0.13 | 0.07 | enet | 47 | 0.08 | 1.9e-10 | -5.6 | -5.2 | 1.7e-07 | 0.27 | 1.00 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | PDLIM4 | 0.11 | 0.18 | lasso | 5 | 0.18 | 8.0e-21 | -6.2 | -6.3 | 2.3e-10 | 0.33 | 1.00 | 0.00 | FALSE |
3 | GTEx | Adipose Subcutaneous | SLC22A5 | 0.05 | 0.04 | lasso | 4 | 0.04 | 4.2e-04 | 8.2 | -7.9 | 3.9e-15 | 0.47 | 0.35 | 0.46 | FALSE |
4 | GTEx | Artery Aorta | P4HA2 | 0.12 | 0.14 | lasso | 2 | 0.11 | 1.2e-06 | 7.3 | 7.3 | 2.5e-13 | -0.46 | 0.96 | 0.01 | FALSE |
5 | GTEx | Artery Aorta | P4HA2-AS1 | 0.08 | 0.03 | lasso | 3 | 0.01 | 6.6e-02 | 6.8 | 6.6 | 4.9e-11 | -0.40 | 0.41 | 0.17 | FALSE |
6 | GTEx | Artery Tibial | P4HA2 | 0.12 | 0.15 | lasso | 6 | 0.14 | 3.2e-11 | 6.8 | 6.6 | 4.3e-11 | -0.39 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Tibial | SLC22A5 | 0.18 | 0.12 | enet | 8 | 0.12 | 2.5e-09 | 8.2 | -10.9 | 7.7e-28 | 0.69 | 0.89 | 0.11 | FALSE |
8 | GTEx | Artery Tibial | P4HA2-AS1 | 0.10 | 0.09 | lasso | 4 | 0.11 | 1.0e-08 | 6.7 | 7.7 | 1.7e-14 | -0.41 | 1.00 | 0.00 | FALSE |
9 | GTEx | Brain Caudate basal ganglia | SLC22A5 | 0.19 | 0.03 | enet | 17 | 0.12 | 2.7e-04 | -7.2 | -5.3 | 8.9e-08 | 0.35 | 0.07 | 0.29 | FALSE |
10 | GTEx | Brain Putamen basal ganglia | SLC22A5 | 0.27 | 0.05 | lasso | 8 | 0.07 | 8.8e-03 | 3.5 | -5.5 | 3.6e-08 | 0.24 | 0.25 | 0.04 | FALSE |
11 | GTEx | Cells EBV-transformed lymphocytes | SLC22A5 | 0.37 | 0.05 | lasso | 13 | 0.10 | 2.8e-04 | 8.6 | -5.4 | 5.8e-08 | 0.35 | 0.49 | 0.03 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | PDLIM4 | 0.08 | 0.09 | lasso | 1 | 0.07 | 6.4e-06 | -6.3 | -6.3 | 2.3e-10 | 0.32 | 0.84 | 0.01 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | SLC22A5 | 0.32 | 0.28 | lasso | 7 | 0.35 | 1.6e-27 | -9.3 | -10.3 | 7.0e-25 | 0.63 | 1.00 | 0.00 | FALSE |
14 | GTEx | Colon Transverse | SLC22A5 | 0.12 | 0.07 | enet | 8 | 0.07 | 2.5e-04 | 8.6 | -8.7 | 3.4e-18 | 0.54 | 0.40 | 0.30 | FALSE |
15 | GTEx | Esophagus Gastroesophageal Junction | SEPT8 | 0.22 | 0.08 | lasso | 12 | 0.10 | 2.2e-04 | -6.3 | 6.5 | 6.9e-11 | -0.26 | 0.66 | 0.03 | FALSE |
16 | GTEx | Esophagus Gastroesophageal Junction | UQCRQ | 0.21 | 0.01 | enet | 30 | 0.04 | 2.0e-02 | -8.1 | -11.2 | 6.9e-29 | 0.61 | 0.02 | 0.81 | TRUE |
17 | GTEx | Esophagus Mucosa | P4HA2 | 0.23 | 0.10 | lasso | 6 | 0.14 | 6.1e-10 | 7.3 | 6.7 | 2.3e-11 | -0.40 | 1.00 | 0.00 | FALSE |
18 | GTEx | Esophagus Mucosa | SLC22A5 | 0.16 | 0.16 | enet | 8 | 0.16 | 6.3e-11 | 8.6 | -7.9 | 2.0e-15 | 0.48 | 1.00 | 0.00 | FALSE |
19 | GTEx | Esophagus Mucosa | P4HA2-AS1 | 0.09 | 0.06 | lasso | 6 | 0.08 | 5.4e-06 | 7.3 | 6.8 | 7.5e-12 | -0.42 | 0.94 | 0.00 | FALSE |
20 | GTEx | Lung | SLC22A5 | 0.10 | 0.15 | enet | 11 | 0.13 | 3.4e-10 | 8.6 | -7.8 | 9.6e-15 | 0.47 | 1.00 | 0.00 | FALSE |
21 | GTEx | Muscle Skeletal | HSPA4 | 0.13 | 0.09 | enet | 22 | 0.09 | 1.5e-09 | -7.5 | -5.6 | 2.6e-08 | 0.15 | 0.07 | 0.93 | TRUE |
22 | GTEx | Muscle Skeletal | MIR3936 | 0.04 | 0.01 | lasso | 4 | 0.00 | 9.9e-02 | -6.3 | 7.7 | 1.4e-14 | -0.41 | 0.24 | 0.04 | FALSE |
23 | GTEx | Nerve Tibial | HSPA4 | 0.15 | 0.07 | lasso | 3 | 0.05 | 1.0e-04 | -7.7 | -8.0 | 1.0e-15 | 0.13 | 0.03 | 0.96 | TRUE |
24 | GTEx | Nerve Tibial | SLC22A5 | 0.17 | 0.11 | lasso | 9 | 0.09 | 5.5e-07 | -7.2 | -9.1 | 7.7e-20 | 0.55 | 0.74 | 0.22 | FALSE |
25 | GTEx | Ovary | PDLIM4 | 0.25 | 0.22 | enet | 10 | 0.05 | 2.1e-02 | -4.6 | 6.0 | 1.7e-09 | -0.31 | 0.42 | 0.05 | FALSE |
26 | GTEx | Pituitary | AC034220.3 | 0.25 | 0.22 | lasso | 12 | 0.18 | 3.1e-05 | -6.5 | 5.7 | 1.3e-08 | -0.20 | 0.72 | 0.02 | FALSE |
27 | GTEx | Skin Not Sun Exposed Suprapubic | PDLIM4 | 0.13 | 0.08 | lasso | 2 | 0.06 | 2.6e-04 | 8.6 | -8.6 | 6.5e-18 | 0.47 | 0.28 | 0.52 | FALSE |
28 | GTEx | Skin Not Sun Exposed Suprapubic | SLC22A4 | 0.13 | 0.00 | lasso | 4 | 0.01 | 7.1e-02 | -8.9 | -6.5 | 7.1e-11 | 0.38 | 0.13 | 0.22 | FALSE |
29 | GTEx | Skin Not Sun Exposed Suprapubic | SLC22A5 | 0.13 | 0.05 | lasso | 8 | 0.05 | 8.3e-04 | -3.9 | -5.5 | 4.5e-08 | 0.24 | 0.98 | 0.00 | FALSE |
30 | GTEx | Skin Sun Exposed Lower leg | PDLIM4 | 0.09 | 0.08 | lasso | 8 | 0.09 | 1.0e-07 | 7.3 | -8.4 | 4.6e-17 | 0.52 | 1.00 | 0.00 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | SLC22A5 | 0.25 | 0.21 | lasso | 3 | 0.20 | 1.4e-16 | 8.2 | -8.0 | 1.4e-15 | 0.45 | 1.00 | 0.00 | FALSE |
32 | GTEx | Spleen | SLC22A5 | 0.26 | 0.28 | lasso | 4 | 0.28 | 6.6e-08 | 8.6 | 7.0 | 2.3e-12 | -0.40 | 0.22 | 0.44 | FALSE |
33 | GTEx | Stomach | SLC22A5 | 0.09 | 0.04 | lasso | 4 | 0.01 | 9.0e-02 | -10.8 | -9.8 | 1.3e-22 | 0.53 | 0.11 | 0.34 | FALSE |
34 | GTEx | Stomach | AC034220.3 | 0.17 | 0.15 | enet | 21 | 0.16 | 4.2e-08 | -6.4 | 5.7 | 1.1e-08 | -0.23 | 1.00 | 0.00 | FALSE |
35 | GTEx | Testis | P4HA2 | 0.14 | 0.13 | lasso | 5 | 0.11 | 1.4e-05 | 7.3 | 8.5 | 1.5e-17 | -0.52 | 0.90 | 0.05 | FALSE |
36 | GTEx | Testis | HSPA4 | 0.13 | 0.13 | lasso | 2 | 0.12 | 9.1e-06 | -7.6 | -7.6 | 3.2e-14 | 0.11 | 0.05 | 0.94 | FALSE |
37 | GTEx | Thyroid | P4HA2 | 0.08 | 0.07 | enet | 9 | 0.06 | 3.5e-05 | 6.8 | 6.0 | 2.6e-09 | -0.41 | 0.79 | 0.02 | FALSE |
38 | GTEx | Thyroid | PDLIM4 | 0.05 | 0.02 | enet | 5 | 0.01 | 3.1e-02 | 3.1 | -5.2 | 2.5e-07 | 0.30 | 0.40 | 0.14 | FALSE |
39 | GTEx | Thyroid | SLC22A4 | 0.06 | 0.02 | lasso | 4 | 0.02 | 2.3e-02 | -6.4 | 5.6 | 1.7e-08 | -0.18 | 0.39 | 0.09 | FALSE |
40 | GTEx | Thyroid | SLC22A5 | 0.17 | 0.07 | lasso | 5 | 0.13 | 4.8e-10 | -7.2 | -10.0 | 1.5e-23 | 0.61 | 0.91 | 0.06 | FALSE |
41 | GTEx | Thyroid | AC004041.2 | 0.11 | 0.00 | enet | 46 | 0.00 | 2.6e-01 | -7.2 | -8.8 | 8.8e-19 | 0.43 | 0.09 | 0.27 | TRUE |
42 | GTEx | Thyroid | P4HA2-AS1 | 0.08 | 0.06 | enet | 14 | 0.05 | 1.6e-04 | 6.8 | 6.8 | 1.1e-11 | -0.46 | 0.72 | 0.03 | FALSE |
43 | GTEx | Whole Blood | SLC22A4 | 0.07 | 0.05 | enet | 16 | 0.05 | 4.6e-05 | -9.3 | -10.0 | 1.9e-23 | 0.64 | 0.38 | 0.38 | FALSE |
44 | GTEx | Whole Blood | SLC22A5 | 0.09 | 0.12 | lasso | 2 | 0.10 | 1.7e-09 | 8.6 | -8.6 | 6.8e-18 | 0.51 | 1.00 | 0.00 | FALSE |
45 | GTEx | Whole Blood | AC034220.3 | 0.08 | 0.05 | enet | 31 | 0.06 | 4.0e-06 | 8.2 | -9.4 | 3.9e-21 | 0.59 | 0.94 | 0.02 | FALSE |
46 | GTEx | Whole Blood | AC116366.6 | 0.05 | 0.04 | lasso | 17 | 0.03 | 5.7e-04 | -5.1 | 5.6 | 2.7e-08 | -0.33 | 0.53 | 0.07 | FALSE |
47 | METSIM | Adipose | P4HA2 | 0.09 | 0.08 | lasso | 12 | 0.09 | 2.4e-13 | 6.7 | 5.4 | 6.8e-08 | -0.27 | 1.00 | 0.00 | FALSE |
48 | METSIM | Adipose | SLC22A4 | 0.05 | 0.02 | lasso | 3 | 0.03 | 8.4e-06 | 4.3 | -5.7 | 1.2e-08 | 0.19 | 0.95 | 0.00 | FALSE |
49 | METSIM | Adipose | SLC22A5 | 0.05 | 0.08 | lasso | 1 | 0.08 | 1.0e-11 | 8.6 | -8.6 | 7.4e-18 | 0.50 | 1.00 | 0.00 | FALSE |
50 | NTR | Blood | C5orf56 | 0.01 | 0.01 | blup | 439 | 0.01 | 1.7e-03 | -11.9 | -10.3 | 6.7e-25 | 0.81 | 0.02 | 0.94 | FALSE |
51 | NTR | Blood | IRF1 | 0.03 | 0.02 | blup | 424 | 0.01 | 5.7e-05 | -5.1 | 7.8 | 6.8e-15 | -0.47 | 1.00 | 0.00 | FALSE |
52 | NTR | Blood | SLC22A5 | 0.02 | 0.01 | lasso | 5 | 0.02 | 2.3e-06 | 8.3 | -8.2 | 2.5e-16 | 0.45 | 0.42 | 0.43 | FALSE |
53 | ROSMAP | Brain Pre-frontal Cortex | PDLIM4 | 0.25 | 0.27 | lasso | 4 | 0.26 | 2.7e-33 | -6.3 | -5.9 | 4.3e-09 | 0.31 | 1.00 | 0.00 | TRUE |
54 | ROSMAP | Brain Pre-frontal Cortex | SLC22A5 | 0.09 | 0.03 | lasso | 7 | 0.08 | 1.7e-10 | -7.2 | -7.4 | 1.1e-13 | 0.45 | 1.00 | 0.00 | FALSE |
55 | YFS | Blood | SLC22A4 | 0.10 | 0.12 | enet | 47 | 0.14 | 5.1e-42 | -3.9 | -7.5 | 6.0e-14 | 0.26 | 1.00 | 0.00 | FALSE |
56 | YFS | Blood | SLC22A5 | 0.38 | 0.36 | bslmm | 430 | 0.37 | 3.0e-128 | 8.6 | -8.1 | 7.9e-16 | 0.52 | 1.00 | 0.00 | FALSE |
57 | The Cancer Genome Atlas | Breast Invasive Carcinoma | HSPA4 | 0.03 | 0.02 | blup | 50 | 0.02 | 5.8e-05 | -7.9 | 7.7 | 1.7e-14 | -0.10 | 0.01 | 0.99 | FALSE |
58 | The Cancer Genome Atlas | Breast Invasive Carcinoma | P4HA2 | 0.03 | 0.02 | blup | 47 | 0.03 | 3.1e-06 | 6.7 | 6.5 | 9.9e-11 | -0.34 | 0.42 | 0.47 | FALSE |
59 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PDLIM4 | 0.05 | 0.05 | lasso | 4 | 0.05 | 9.0e-11 | -6.3 | -6.7 | 2.1e-11 | 0.35 | 0.37 | 0.63 | FALSE |
60 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SLC22A4 | 0.05 | 0.01 | enet | 7 | 0.02 | 1.6e-05 | 8.6 | -7.5 | 7.1e-14 | 0.32 | 0.30 | 0.42 | FALSE |
61 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SLC22A5 | 0.05 | 0.07 | enet | 11 | 0.09 | 5.3e-17 | -6.4 | -7.5 | 7.4e-14 | 0.32 | 1.00 | 0.00 | TRUE |
62 | The Cancer Genome Atlas | Breast Invasive Carcinoma | ZCCHC10 | 0.03 | 0.02 | blup | 30 | 0.02 | 1.3e-05 | -7.9 | 7.5 | 5.3e-14 | -0.07 | 0.01 | 0.99 | FALSE |
63 | The Cancer Genome Atlas | Colon Adenocarcinoma | PDLIM4 | 0.14 | 0.04 | enet | 9 | 0.09 | 6.8e-06 | -4.6 | -7.2 | 5.4e-13 | 0.39 | 0.07 | 0.89 | TRUE |
64 | The Cancer Genome Atlas | Colon Adenocarcinoma | SLC22A5 | 0.08 | 0.04 | blup | 92 | 0.07 | 1.2e-04 | -9.3 | -10.1 | 7.0e-24 | 0.51 | 0.21 | 0.42 | FALSE |
65 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SLC22A4 | 0.02 | 0.02 | lasso | 1 | 0.02 | 3.0e-03 | -6.3 | -6.3 | 2.6e-10 | 0.24 | 0.12 | 0.55 | FALSE |
66 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | SLC22A5 | 0.06 | 0.05 | blup | 93 | 0.08 | 1.2e-09 | -4.0 | -7.6 | 4.2e-14 | 0.32 | 1.00 | 0.00 | FALSE |
67 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PDLIM4 | 0.09 | 0.02 | lasso | 6 | 0.05 | 4.5e-06 | -5.9 | -5.9 | 4.5e-09 | 0.40 | 0.09 | 0.84 | FALSE |
68 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SLC22A4 | 0.04 | 0.03 | blup | 108 | 0.01 | 7.1e-02 | -6.4 | -6.9 | 6.1e-12 | 0.29 | 0.10 | 0.30 | FALSE |
69 | The Cancer Genome Atlas | Brain Lower Grade Glioma | HSPA4 | 0.09 | 0.01 | blup | 50 | 0.05 | 4.1e-06 | -1.7 | -6.0 | 1.8e-09 | 0.08 | 0.02 | 0.83 | TRUE |
70 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | PDLIM4 | 0.08 | 0.03 | blup | 67 | 0.05 | 2.4e-03 | -6.5 | -7.1 | 1.6e-12 | 0.31 | 0.02 | 0.63 | FALSE |
71 | The Cancer Genome Atlas | Lung Adenocarcinoma | SLC22A5 | 0.06 | 0.03 | lasso | 4 | 0.02 | 9.3e-04 | -9.3 | -10.4 | 4.0e-25 | 0.66 | 0.17 | 0.24 | FALSE |
72 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SLC22A4 | 0.04 | 0.01 | blup | 111 | 0.03 | 3.0e-04 | -6.0 | -9.9 | 4.7e-23 | 0.47 | 0.03 | 0.86 | FALSE |
73 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SLC22A5 | 0.05 | 0.03 | blup | 93 | 0.05 | 1.9e-06 | -6.4 | -7.7 | 2.0e-14 | 0.34 | 0.98 | 0.00 | TRUE |
74 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SLC22A5 | 0.12 | 0.04 | blup | 92 | 0.07 | 2.2e-05 | -9.3 | -11.4 | 6.2e-30 | 0.63 | 0.04 | 0.84 | TRUE |
75 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PDLIM4 | 0.32 | 0.36 | enet | 13 | 0.37 | 3.8e-40 | -5.9 | -6.4 | 1.8e-10 | 0.33 | 1.00 | 0.00 | FALSE |
76 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SLC22A4 | 0.09 | 0.07 | blup | 108 | 0.09 | 3.0e-09 | -3.9 | -7.6 | 2.8e-14 | 0.36 | 0.95 | 0.05 | FALSE |
77 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SLC22A5 | 0.12 | 0.05 | lasso | 4 | 0.08 | 1.8e-08 | -8.5 | -8.8 | 1.3e-18 | 0.45 | 0.94 | 0.02 | FALSE |
78 | The Cancer Genome Atlas | Rectum Adenocarcinoma | SLC22A5 | 0.27 | 0.21 | lasso | 12 | 0.24 | 2.0e-06 | -6.5 | -5.7 | 9.7e-09 | 0.17 | 0.62 | 0.06 | FALSE |
79 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SLC22A5 | 0.05 | 0.01 | blup | 92 | 0.02 | 1.1e-02 | -8.2 | -10.6 | 3.4e-26 | 0.57 | 0.08 | 0.22 | FALSE |
80 | The Cancer Genome Atlas | Thyroid Carcinoma | C5orf56 | 0.06 | 0.04 | blup | 98 | 0.03 | 1.3e-03 | -5.3 | 6.0 | 2.1e-09 | -0.37 | 0.88 | 0.01 | FALSE |
81 | The Cancer Genome Atlas | Thyroid Carcinoma | IRF1 | 0.05 | 0.02 | blup | 83 | 0.03 | 1.5e-03 | 8.6 | 9.9 | 2.7e-23 | -0.51 | 0.05 | 0.22 | FALSE |
82 | The Cancer Genome Atlas | Thyroid Carcinoma | P4HA2 | 0.21 | 0.35 | enet | 10 | 0.35 | 4.7e-35 | 6.7 | 6.9 | 4.7e-12 | -0.43 | 1.00 | 0.00 | FALSE |
83 | The Cancer Genome Atlas | Thyroid Carcinoma | SLC22A5 | 0.03 | 0.02 | lasso | 1 | 0.01 | 2.6e-02 | -9.3 | -9.3 | 9.0e-21 | 0.61 | 0.03 | 0.43 | FALSE |