Best TWAS P=9.23e-24 · Best GWAS P=1.75e-23 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 | FADS1 | 0.14 | 0.16 | lasso | 2 | 0.16 | 7.2e-19 | -8.8 | 8.8 | 8.7e-19 | -0.91 | 0.79 | 0.21 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | FEN1 | 0.07 | 0.06 | lasso | 4 | 0.06 | 1.1e-07 | -8.8 | -8.9 | 5.2e-19 | 0.90 | 0.04 | 0.96 | FALSE |
3 | GTEx | Adrenal Gland | INCENP | 0.23 | 0.05 | lasso | 3 | 0.03 | 3.8e-02 | 6.0 | 6.3 | 2.4e-10 | -0.37 | 0.08 | 0.06 | FALSE |
4 | GTEx | Artery Aorta | FADS2 | 0.18 | 0.17 | lasso | 3 | 0.14 | 3.2e-08 | -8.7 | -9.2 | 2.4e-20 | 0.72 | 0.03 | 0.96 | FALSE |
5 | GTEx | Artery Tibial | FADS2 | 0.08 | 0.02 | lasso | 4 | 0.02 | 6.9e-03 | -8.3 | -8.9 | 7.3e-19 | 0.68 | 0.07 | 0.84 | TRUE |
6 | GTEx | Artery Tibial | TMEM258 | 0.08 | 0.05 | lasso | 5 | 0.02 | 1.1e-02 | -8.9 | -9.0 | 2.8e-19 | 0.89 | 0.05 | 0.94 | FALSE |
7 | GTEx | Brain Cerebellum | FADS1 | 0.35 | 0.24 | enet | 16 | 0.30 | 2.1e-09 | -9.8 | 9.1 | 8.8e-20 | -0.92 | 0.01 | 0.99 | FALSE |
8 | GTEx | Brain Cerebellum | FADS3 | 0.26 | 0.18 | lasso | 4 | 0.14 | 5.7e-05 | -10.0 | 9.9 | 3.7e-23 | -0.99 | 0.00 | 0.97 | FALSE |
9 | GTEx | Brain Putamen basal ganglia | FADS1 | 0.29 | 0.21 | enet | 30 | 0.16 | 1.4e-04 | -8.8 | 7.3 | 3.4e-13 | -0.71 | 0.01 | 0.94 | FALSE |
10 | GTEx | Breast Mammary Tissue (Female) | TMEM258 | 0.20 | 0.02 | lasso | 7 | 0.00 | 2.3e-01 | -6.8 | -8.3 | 9.6e-17 | 0.71 | 0.02 | 0.68 | FALSE |
11 | GTEx | Cells Transformed fibroblasts | FADS2 | 0.20 | 0.23 | lasso | 3 | 0.23 | 4.6e-17 | -8.7 | -8.9 | 6.0e-19 | 0.64 | 1.00 | 0.00 | FALSE |
12 | GTEx | Cells Transformed fibroblasts | TMEM258 | 0.15 | 0.05 | enet | 15 | 0.07 | 1.1e-05 | -8.3 | -7.9 | 3.8e-15 | 0.75 | 0.04 | 0.95 | FALSE |
13 | GTEx | Colon Sigmoid | FADS2 | 0.24 | 0.12 | lasso | 5 | 0.13 | 2.2e-05 | -6.5 | -7.4 | 1.2e-13 | 0.55 | 0.06 | 0.83 | TRUE |
14 | GTEx | Colon Transverse | FADS2 | 0.18 | 0.11 | lasso | 7 | 0.16 | 8.1e-08 | -8.7 | -9.5 | 1.8e-21 | 0.80 | 0.01 | 0.99 | FALSE |
15 | GTEx | Esophagus Gastroesophageal Junction | FADS2 | 0.22 | 0.22 | lasso | 2 | 0.20 | 7.8e-08 | -8.7 | -8.8 | 1.9e-18 | 0.63 | 0.05 | 0.93 | FALSE |
16 | GTEx | Esophagus Mucosa | FADS1 | 0.11 | 0.00 | lasso | 4 | 0.02 | 1.9e-02 | -9.0 | 9.3 | 1.6e-20 | -0.80 | 0.02 | 0.95 | FALSE |
17 | GTEx | Esophagus Muscularis | FADS2 | 0.32 | 0.30 | lasso | 6 | 0.31 | 3.7e-19 | -8.7 | -9.4 | 5.4e-21 | 0.73 | 0.69 | 0.31 | FALSE |
18 | GTEx | Heart Atrial Appendage | FADS2 | 0.16 | 0.11 | lasso | 1 | 0.04 | 5.1e-03 | -8.7 | -8.7 | 2.4e-18 | 0.64 | 0.12 | 0.74 | FALSE |
19 | GTEx | Heart Left Ventricle | FADS2 | 0.17 | 0.12 | enet | 3 | 0.13 | 1.5e-07 | -7.5 | -8.6 | 5.4e-18 | 0.62 | 0.26 | 0.73 | FALSE |
20 | GTEx | Muscle Skeletal | FADS2 | 0.08 | 0.04 | lasso | 2 | 0.03 | 5.9e-04 | -8.9 | -9.1 | 1.1e-19 | 0.78 | 0.36 | 0.60 | FALSE |
21 | GTEx | Nerve Tibial | DAGLA | 0.13 | 0.07 | lasso | 4 | 0.06 | 7.6e-05 | 5.0 | -5.4 | 5.5e-08 | 0.24 | 0.18 | 0.03 | FALSE |
22 | GTEx | Nerve Tibial | FADS2 | 0.20 | 0.14 | lasso | 3 | 0.13 | 1.5e-09 | -8.7 | -8.8 | 9.8e-19 | 0.65 | 0.91 | 0.09 | FALSE |
23 | GTEx | Pancreas | FADS1 | 0.17 | 0.13 | lasso | 6 | 0.12 | 1.2e-05 | -10.0 | 10.0 | 9.2e-24 | -0.99 | 0.00 | 1.00 | TRUE |
24 | GTEx | Spleen | MYRF | 0.23 | 0.00 | lasso | 4 | -0.01 | 4.6e-01 | -6.2 | -6.3 | 3.2e-10 | 0.43 | 0.03 | 0.47 | FALSE |
25 | GTEx | Spleen | FADS2 | 0.30 | 0.27 | lasso | 3 | 0.27 | 1.6e-07 | -8.7 | -9.4 | 5.2e-21 | 0.74 | 0.07 | 0.92 | FALSE |
26 | GTEx | Testis | DAGLA | 0.26 | 0.16 | enet | 11 | 0.09 | 1.1e-04 | 5.0 | -5.5 | 4.9e-08 | 0.29 | 0.52 | 0.08 | FALSE |
27 | GTEx | Thyroid | FADS2 | 0.16 | 0.18 | lasso | 4 | 0.17 | 7.0e-13 | -8.7 | -8.8 | 1.6e-18 | 0.64 | 0.99 | 0.01 | FALSE |
28 | GTEx | Uterus | PPP1R32 | 0.66 | -0.01 | lasso | 13 | 0.14 | 8.8e-04 | 1.4 | -6.4 | 1.4e-10 | 0.53 | 0.03 | 0.35 | TRUE |
29 | GTEx | Whole Blood | MS4A6A | 0.05 | 0.03 | lasso | 5 | 0.03 | 6.1e-04 | -5.4 | 5.4 | 5.4e-08 | 0.06 | 0.19 | 0.76 | FALSE |
30 | GTEx | Whole Blood | MYRF | 0.17 | 0.03 | lasso | 5 | 0.04 | 2.4e-04 | 5.0 | -5.2 | 1.6e-07 | 0.18 | 0.53 | 0.02 | TRUE |
31 | GTEx | Whole Blood | FADS2 | 0.49 | 0.48 | lasso | 5 | 0.48 | 3.0e-49 | -8.7 | -8.9 | 7.3e-19 | 0.66 | 1.00 | 0.00 | FALSE |
32 | METSIM | Adipose | FADS2 | 0.07 | 0.05 | lasso | 3 | 0.04 | 3.2e-07 | -8.7 | -8.0 | 1.1e-15 | 0.60 | 0.96 | 0.02 | FALSE |
33 | METSIM | Adipose | MS4A4A | 0.04 | 0.04 | blup | 402 | 0.05 | 7.2e-08 | 2.9 | 5.4 | 5.6e-08 | 0.08 | 0.84 | 0.15 | FALSE |
34 | METSIM | Adipose | MYRF | 0.08 | 0.06 | lasso | 1 | 0.06 | 2.4e-09 | 5.2 | -5.2 | 2.3e-07 | 0.25 | 1.00 | 0.00 | FALSE |
35 | NTR | Blood | C11orf10 | 0.06 | 0.08 | bslmm | 399 | 0.08 | 1.3e-24 | -8.3 | -8.1 | 5.1e-16 | 0.85 | 0.97 | 0.03 | FALSE |
36 | NTR | Blood | FADS2 | 0.30 | 0.33 | lasso | 7 | 0.33 | 9.0e-109 | -8.7 | -9.1 | 8.2e-20 | 0.68 | 1.00 | 0.00 | FALSE |
37 | NTR | Blood | MS4A6A | 0.03 | 0.02 | lasso | 6 | 0.02 | 5.4e-07 | -5.4 | 5.4 | 6.3e-08 | 0.05 | 0.30 | 0.70 | FALSE |
38 | ROSMAP | Brain Pre-frontal Cortex | TMEM258 | 0.14 | 0.16 | lasso | 4 | 0.15 | 4.7e-19 | -8.3 | -8.7 | 5.2e-18 | 0.84 | 0.98 | 0.02 | FALSE |
39 | ROSMAP | Brain Pre-frontal Cortex | FADS1 | 0.08 | 0.08 | enet | 10 | 0.09 | 1.5e-11 | -9.0 | 9.5 | 1.4e-21 | -0.94 | 0.02 | 0.98 | FALSE |
40 | YFS | Blood | FADS1 | 0.11 | 0.08 | lasso | 8 | 0.09 | 6.1e-29 | -8.7 | -9.9 | 6.3e-23 | 0.82 | 0.99 | 0.01 | FALSE |
41 | YFS | Blood | MS4A6A | 0.13 | 0.10 | enet | 33 | 0.11 | 2.5e-35 | -5.9 | 5.4 | 5.8e-08 | 0.03 | 0.06 | 0.94 | FALSE |
42 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FADS1 | 0.04 | 0.00 | blup | 53 | 0.01 | 1.4e-03 | -1.0 | 5.3 | 1.3e-07 | -0.67 | 0.01 | 0.67 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FADS2 | 0.05 | 0.04 | lasso | 2 | 0.04 | 2.2e-09 | -8.7 | -8.6 | 6.2e-18 | 0.61 | 0.97 | 0.03 | FALSE |
44 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | FADS1 | 0.06 | 0.03 | lasso | 4 | 0.04 | 7.4e-03 | -10.0 | 8.6 | 8.0e-18 | -0.93 | 0.01 | 0.86 | FALSE |
45 | The Cancer Genome Atlas | Colon Adenocarcinoma | FADS2 | 0.30 | 0.21 | lasso | 2 | 0.22 | 6.7e-13 | -8.7 | -9.4 | 5.6e-21 | 0.76 | 0.95 | 0.05 | FALSE |
46 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | FADS2 | 0.05 | 0.04 | lasso | 3 | 0.05 | 1.9e-06 | -8.7 | -9.2 | 4.8e-20 | 0.69 | 0.28 | 0.66 | FALSE |
47 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FADS2 | 0.26 | 0.29 | enet | 15 | 0.29 | 2.9e-33 | -8.7 | -9.7 | 2.0e-22 | 0.72 | 1.00 | 0.00 | TRUE |
48 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | MS4A2 | 0.05 | 0.03 | lasso | 3 | 0.03 | 4.1e-04 | -5.0 | -5.6 | 2.8e-08 | -0.01 | 0.07 | 0.65 | TRUE |
49 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | FADS2 | 0.33 | 0.27 | lasso | 9 | 0.35 | 9.3e-21 | -8.7 | -9.8 | 7.0e-23 | 0.80 | 0.22 | 0.78 | FALSE |
50 | The Cancer Genome Atlas | Brain Lower Grade Glioma | FADS1 | 0.05 | 0.05 | blup | 53 | 0.04 | 6.8e-05 | -7.9 | 8.8 | 2.0e-18 | -0.74 | 0.26 | 0.71 | FALSE |
51 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | FADS1 | 0.20 | 0.01 | blup | 51 | 0.07 | 3.2e-04 | -8.8 | 7.3 | 3.8e-13 | -0.84 | 0.02 | 0.94 | FALSE |
52 | The Cancer Genome Atlas | Lung Adenocarcinoma | FADS2 | 0.04 | 0.04 | lasso | 4 | 0.02 | 1.7e-03 | -8.7 | -9.1 | 1.0e-19 | 0.67 | 0.08 | 0.70 | FALSE |
53 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | FADS2 | 0.02 | 0.01 | blup | 71 | 0.02 | 1.9e-03 | -8.9 | -8.9 | 5.0e-19 | 0.85 | 0.02 | 0.82 | FALSE |
54 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | FADS2 | 0.15 | 0.16 | lasso | 2 | 0.12 | 8.8e-06 | -8.7 | -8.6 | 1.1e-17 | 0.64 | 0.38 | 0.44 | FALSE |
55 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | RAB3IL1 | 0.11 | 0.01 | blup | 68 | 0.04 | 1.4e-02 | -6.7 | 6.5 | 6.8e-11 | -0.35 | 0.01 | 0.61 | FALSE |
56 | The Cancer Genome Atlas | Prostate Adenocarcinoma | C11orf10 | 0.02 | 0.01 | enet | 11 | 0.01 | 1.6e-02 | -8.3 | -7.4 | 1.7e-13 | 0.61 | 0.04 | 0.28 | FALSE |
57 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FADS1 | 0.06 | 0.04 | blup | 53 | 0.03 | 2.0e-04 | -9.8 | 7.2 | 7.5e-13 | -0.85 | 0.00 | 0.98 | FALSE |
58 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FADS2 | 0.07 | 0.07 | lasso | 4 | 0.06 | 1.9e-06 | -8.7 | -9.5 | 3.2e-21 | 0.71 | 0.70 | 0.21 | FALSE |
59 | The Cancer Genome Atlas | Prostate Adenocarcinoma | MS4A2 | 0.04 | 0.02 | lasso | 2 | 0.02 | 1.3e-03 | -5.4 | -5.3 | 8.8e-08 | -0.05 | 0.14 | 0.19 | FALSE |
60 | The Cancer Genome Atlas | Rectum Adenocarcinoma | FADS2 | 0.47 | 0.34 | lasso | 5 | 0.30 | 7.9e-08 | -8.7 | -9.3 | 1.4e-20 | 0.72 | 0.02 | 0.97 | FALSE |
61 | The Cancer Genome Atlas | Soft Tissue Sarcoma | C11orf9 | 0.08 | 0.01 | enet | 11 | 0.03 | 1.0e-02 | -4.1 | -5.3 | 1.1e-07 | 0.31 | 0.04 | 0.06 | FALSE |
62 | The Cancer Genome Atlas | Stomach Adenocarcinoma | FADS2 | 0.15 | 0.05 | blup | 71 | 0.11 | 2.5e-08 | -8.7 | -9.0 | 2.5e-19 | 0.72 | 0.06 | 0.94 | FALSE |
63 | The Cancer Genome Atlas | Stomach Adenocarcinoma | MS4A2 | 0.04 | 0.04 | blup | 55 | 0.04 | 8.2e-04 | -5.4 | -5.5 | 3.7e-08 | -0.08 | 0.23 | 0.36 | FALSE |
64 | The Cancer Genome Atlas | Thyroid Carcinoma | C11orf10 | 0.02 | 0.02 | blup | 44 | 0.02 | 1.8e-03 | -7.8 | -9.6 | 8.5e-22 | 0.92 | 0.01 | 0.77 | TRUE |
65 | The Cancer Genome Atlas | Thyroid Carcinoma | FADS2 | 0.30 | 0.33 | lasso | 8 | 0.33 | 5.6e-33 | -8.7 | -9.4 | 3.3e-21 | 0.73 | 1.00 | 0.00 | FALSE |