Best TWAS P=1.39e-18 · Best GWAS P=4.05e-16 conditioned to 0.00258
# | 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 | C7orf73 | 0.19 | 0.19 | lasso | 8 | 0.22 | 1.3e-26 | 7.520 | -6.5 | 6.2e-11 | -0.66 | 0.12 | 0.88 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | TMEM140 | 0.03 | 0.00 | blup | 467 | 0.02 | 5.0e-03 | -1.664 | 7.1 | 1.2e-12 | 0.07 | 0.13 | 0.08 | TRUE |
3 | GTEx | Adipose Subcutaneous | C7orf73 | 0.23 | 0.14 | lasso | 7 | 0.18 | 9.5e-15 | 6.099 | -7.6 | 3.4e-14 | -0.57 | 0.80 | 0.20 | FALSE |
4 | GTEx | Adipose Visceral Omentum | C7orf73 | 0.18 | 0.11 | lasso | 4 | 0.09 | 2.8e-05 | 6.099 | -6.4 | 1.3e-10 | -0.53 | 0.48 | 0.50 | FALSE |
5 | GTEx | Adrenal Gland | C7orf73 | 0.24 | 0.23 | lasso | 1 | 0.21 | 3.8e-08 | 7.399 | -7.4 | 1.4e-13 | -0.67 | 0.16 | 0.80 | FALSE |
6 | GTEx | Artery Aorta | C7orf73 | 0.27 | 0.23 | lasso | 4 | 0.21 | 1.5e-11 | 7.399 | -8.0 | 1.5e-15 | -0.65 | 0.20 | 0.80 | FALSE |
7 | GTEx | Artery Coronary | C7orf73 | 0.40 | 0.29 | enet | 18 | 0.30 | 1.3e-10 | 6.099 | -7.5 | 9.6e-14 | -0.58 | 0.85 | 0.15 | FALSE |
8 | GTEx | Artery Tibial | C7orf73 | 0.18 | 0.18 | lasso | 5 | 0.18 | 2.5e-14 | 7.520 | -8.0 | 1.6e-15 | -0.74 | 0.13 | 0.87 | FALSE |
9 | GTEx | Breast Mammary Tissue | C7orf73 | 0.15 | 0.11 | lasso | 6 | 0.15 | 4.3e-08 | 7.520 | -8.1 | 7.5e-16 | -0.60 | 0.24 | 0.75 | FALSE |
10 | GTEx | Breast Mammary Tissue (Male) | C7orf73 | 0.24 | 0.08 | lasso | 8 | 0.14 | 3.5e-04 | -6.172 | -6.7 | 2.5e-11 | -0.36 | 0.06 | 0.11 | FALSE |
11 | GTEx | Breast Mammary Tissue (Female) | C7orf73 | 0.20 | 0.17 | lasso | 4 | 0.12 | 1.5e-04 | 7.399 | -7.5 | 8.8e-14 | -0.66 | 0.17 | 0.46 | FALSE |
12 | GTEx | Cells EBV-transformed lymphocytes | CNOT4 | 0.19 | 0.03 | enet | 8 | 0.07 | 3.3e-03 | 0.035 | -5.5 | 5.0e-08 | -0.36 | 0.07 | 0.26 | FALSE |
13 | GTEx | Cells EBV-transformed lymphocytes | C7orf73 | 0.49 | 0.28 | enet | 33 | 0.44 | 7.4e-16 | 7.520 | -7.7 | 1.3e-14 | -0.51 | 0.13 | 0.87 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | CALD1 | 0.15 | 0.03 | enet | 41 | 0.04 | 9.7e-04 | 0.791 | -5.5 | 3.7e-08 | 0.08 | 0.10 | 0.18 | FALSE |
15 | GTEx | Cells Transformed fibroblasts | C7orf73 | 0.44 | 0.49 | lasso | 8 | 0.53 | 5.3e-46 | 7.520 | -7.7 | 1.0e-14 | -0.68 | 0.12 | 0.88 | FALSE |
16 | GTEx | Colon Sigmoid | C7orf73 | 0.25 | 0.22 | lasso | 2 | 0.21 | 6.1e-08 | 7.399 | -7.9 | 3.4e-15 | -0.64 | 0.09 | 0.85 | FALSE |
17 | GTEx | Colon Sigmoid | RP11-134L10.1 | 0.17 | -0.01 | lasso | 5 | 0.00 | 5.1e-01 | 7.174 | -7.9 | 3.1e-15 | 0.09 | 0.05 | 0.25 | TRUE |
18 | GTEx | Colon Transverse | C7orf73 | 0.25 | 0.29 | lasso | 5 | 0.24 | 1.1e-11 | 7.399 | -7.6 | 2.3e-14 | -0.67 | 0.24 | 0.76 | FALSE |
19 | GTEx | Esophagus Gastroesophageal Junction | C7orf73 | 0.25 | 0.19 | lasso | 3 | 0.14 | 8.6e-06 | 7.520 | -7.6 | 2.3e-14 | -0.65 | 0.12 | 0.78 | FALSE |
20 | GTEx | Esophagus Mucosa | C7orf73 | 0.42 | 0.31 | lasso | 6 | 0.38 | 1.3e-26 | 7.399 | -8.1 | 5.5e-16 | -0.64 | 0.22 | 0.78 | FALSE |
21 | GTEx | Esophagus Muscularis | C7orf73 | 0.22 | 0.31 | lasso | 2 | 0.29 | 8.8e-18 | 7.399 | -7.8 | 8.5e-15 | -0.74 | 0.24 | 0.76 | FALSE |
22 | GTEx | Heart Atrial Appendage | C7orf73 | 0.14 | 0.12 | enet | 10 | 0.09 | 7.4e-05 | 5.395 | -6.9 | 4.4e-12 | -0.53 | 0.54 | 0.22 | FALSE |
23 | GTEx | Heart Left Ventricle | C7orf73 | 0.14 | 0.09 | lasso | 12 | 0.07 | 2.1e-04 | 6.502 | -7.4 | 1.8e-13 | -0.65 | 0.27 | 0.70 | FALSE |
24 | GTEx | Lung | C7orf73 | 0.26 | 0.21 | lasso | 10 | 0.22 | 1.5e-16 | 7.399 | -7.8 | 4.9e-15 | -0.65 | 0.25 | 0.75 | FALSE |
25 | GTEx | Muscle Skeletal | C7orf73 | 0.11 | 0.06 | lasso | 6 | 0.08 | 4.2e-08 | 6.305 | -6.5 | 1.0e-10 | -0.48 | 0.95 | 0.05 | FALSE |
26 | GTEx | Nerve Tibial | C7orf73 | 0.19 | 0.10 | lasso | 9 | 0.18 | 9.5e-13 | 7.520 | -7.6 | 3.0e-14 | -0.55 | 0.28 | 0.71 | FALSE |
27 | GTEx | Pancreas | C7orf73 | 0.22 | 0.28 | lasso | 8 | 0.28 | 4.5e-12 | 7.520 | -8.0 | 1.7e-15 | -0.66 | 0.14 | 0.86 | FALSE |
28 | GTEx | Prostate | C7orf73 | 0.50 | 0.21 | enet | 46 | 0.29 | 5.3e-08 | 7.520 | -6.1 | 1.3e-09 | -0.49 | 0.20 | 0.59 | FALSE |
29 | GTEx | Skin Not Sun Exposed Suprapubic | C7orf73 | 0.38 | 0.33 | lasso | 5 | 0.37 | 2.3e-21 | 7.520 | -7.9 | 2.3e-15 | -0.62 | 0.12 | 0.88 | FALSE |
30 | GTEx | Skin Sun Exposed Lower leg | NUP205 | 0.07 | 0.03 | lasso | 4 | 0.04 | 6.2e-04 | -4.730 | 5.5 | 4.2e-08 | 0.35 | 0.18 | 0.03 | FALSE |
31 | GTEx | Skin Sun Exposed Lower leg | C7orf73 | 0.29 | 0.28 | enet | 21 | 0.32 | 3.2e-27 | 7.520 | -8.0 | 1.9e-15 | -0.63 | 0.12 | 0.88 | FALSE |
32 | GTEx | Stomach | C7orf73 | 0.29 | 0.17 | lasso | 6 | 0.13 | 6.3e-07 | 7.399 | -8.0 | 1.1e-15 | -0.67 | 0.16 | 0.84 | FALSE |
33 | GTEx | Testis | C7orf73 | 0.38 | 0.27 | lasso | 4 | 0.30 | 1.1e-13 | 7.520 | -7.4 | 1.1e-13 | -0.67 | 0.16 | 0.84 | FALSE |
34 | GTEx | Thyroid | C7orf73 | 0.18 | 0.11 | lasso | 7 | 0.16 | 2.1e-12 | 6.099 | -7.7 | 9.7e-15 | -0.61 | 0.78 | 0.22 | FALSE |
35 | GTEx | Uterus | C7orf73 | 0.35 | 0.23 | lasso | 5 | 0.21 | 4.8e-05 | 6.099 | -6.4 | 1.7e-10 | -0.59 | 0.06 | 0.28 | FALSE |
36 | GTEx | Vagina | C7orf73 | 0.27 | 0.19 | lasso | 3 | 0.17 | 9.3e-05 | 6.099 | -7.9 | 3.5e-15 | -0.76 | 0.01 | 0.95 | FALSE |
37 | GTEx | Whole Blood | C7orf73 | 0.08 | 0.01 | lasso | 3 | 0.01 | 1.8e-02 | 7.520 | -6.8 | 1.3e-11 | -0.60 | 0.04 | 0.71 | FALSE |
38 | METSIM | Adipose | C7orf73 | 0.11 | 0.05 | lasso | 7 | 0.07 | 7.5e-11 | 5.304 | -7.7 | 2.0e-14 | -0.58 | 0.26 | 0.74 | FALSE |
39 | NTR | Blood | SLC13A4 | 0.02 | 0.01 | bslmm | 490 | 0.01 | 1.6e-03 | 7.399 | 7.1 | 1.3e-12 | 0.50 | 0.10 | 0.51 | FALSE |
40 | ROSMAP | Brain Pre-frontal Cortex | C7orf73 | 0.23 | 0.16 | enet | 28 | 0.26 | 1.4e-33 | 4.727 | -7.4 | 1.5e-13 | -0.59 | 0.28 | 0.72 | FALSE |
41 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | PL-5283 | 0.24 | 0.10 | lasso | 4 | 0.17 | 2.2e-14 | 5.103 | -7.7 | 2.1e-14 | -0.59 | 0.26 | 0.74 | FALSE |
42 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PL-5283 | 0.33 | 0.24 | enet | 14 | 0.24 | 1.5e-48 | 7.520 | -8.1 | 3.8e-16 | -0.66 | 0.11 | 0.89 | FALSE |
43 | The Cancer Genome Atlas | Breast Invasive Carcinoma | SLC13A4 | 0.14 | 0.05 | lasso | 5 | 0.07 | 1.5e-13 | 7.520 | 7.6 | 3.4e-14 | 0.61 | 0.11 | 0.89 | FALSE |
44 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | PL-5283 | 0.26 | 0.22 | lasso | 6 | 0.20 | 2.5e-10 | 7.520 | -7.9 | 3.9e-15 | -0.71 | 0.09 | 0.91 | FALSE |
45 | The Cancer Genome Atlas | Colon Adenocarcinoma | PL-5283 | 0.52 | 0.40 | lasso | 4 | 0.42 | 6.8e-26 | 7.520 | -7.8 | 6.8e-15 | -0.64 | 0.11 | 0.89 | FALSE |
46 | The Cancer Genome Atlas | Colon Adenocarcinoma | SLC13A4 | 0.46 | 0.24 | lasso | 3 | 0.24 | 2.4e-14 | 7.520 | 7.8 | 5.0e-15 | 0.63 | 0.11 | 0.89 | FALSE |
47 | The Cancer Genome Atlas | Esophageal Carcinoma | PL-5283 | 0.39 | 0.23 | lasso | 3 | 0.20 | 5.0e-07 | 7.520 | -7.5 | 7.2e-14 | -0.64 | 0.08 | 0.88 | FALSE |
48 | The Cancer Genome Atlas | Glioblastoma Multiforme | PL-5283 | 0.34 | 0.09 | enet | 13 | 0.11 | 3.4e-04 | 7.520 | -8.8 | 1.4e-18 | -0.72 | 0.03 | 0.85 | TRUE |
49 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PL-5283 | 0.28 | 0.22 | lasso | 4 | 0.24 | 1.4e-26 | 7.520 | -8.0 | 8.8e-16 | -0.64 | 0.11 | 0.89 | FALSE |
50 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PL-5283 | 0.40 | 0.32 | lasso | 4 | 0.36 | 2.6e-42 | 7.520 | -7.4 | 1.8e-13 | -0.63 | 0.11 | 0.89 | FALSE |
51 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SLC13A4 | 0.35 | 0.08 | blup | 56 | 0.20 | 1.8e-22 | 7.520 | 6.2 | 5.7e-10 | 0.50 | 0.13 | 0.87 | FALSE |
52 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PL-5283 | 0.22 | 0.14 | lasso | 4 | 0.12 | 2.0e-07 | 7.520 | -7.8 | 8.3e-15 | -0.70 | 0.06 | 0.93 | FALSE |
53 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SLC13A4 | 0.27 | 0.04 | enet | 10 | 0.15 | 4.8e-09 | 7.520 | 8.5 | 2.3e-17 | 0.63 | 0.01 | 0.99 | FALSE |
54 | The Cancer Genome Atlas | Brain Lower Grade Glioma | PL-5283 | 0.35 | 0.28 | lasso | 5 | 0.28 | 1.2e-31 | 7.520 | -7.7 | 1.1e-14 | -0.67 | 0.11 | 0.89 | FALSE |
55 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SLC13A4 | 0.19 | 0.06 | enet | 15 | 0.09 | 3.8e-10 | 7.520 | 6.5 | 7.0e-11 | 0.49 | 0.11 | 0.88 | FALSE |
56 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | PL-5283 | 0.34 | 0.18 | lasso | 2 | 0.15 | 1.2e-07 | 7.520 | -7.5 | 5.7e-14 | -0.65 | 0.11 | 0.89 | FALSE |
57 | The Cancer Genome Atlas | Lung Adenocarcinoma | PL-5283 | 0.40 | 0.24 | lasso | 5 | 0.26 | 4.2e-30 | 7.520 | -8.1 | 8.5e-16 | -0.64 | 0.11 | 0.89 | FALSE |
58 | The Cancer Genome Atlas | Lung Adenocarcinoma | SLC13A4 | 0.20 | 0.11 | enet | 12 | 0.15 | 2.9e-17 | 7.520 | 6.1 | 1.2e-09 | 0.69 | 0.11 | 0.89 | FALSE |
59 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PL-5283 | 0.22 | 0.16 | lasso | 3 | 0.15 | 5.6e-17 | 7.520 | -7.6 | 2.2e-14 | -0.65 | 0.11 | 0.89 | FALSE |
60 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | SLC13A4 | 0.14 | 0.01 | enet | 9 | 0.07 | 2.3e-08 | 1.235 | 5.6 | 2.4e-08 | 0.33 | 0.12 | 0.17 | FALSE |
61 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | PL-5283 | 0.33 | 0.23 | blup | 49 | 0.24 | 1.3e-16 | 7.520 | -7.8 | 8.4e-15 | -0.77 | 0.10 | 0.90 | FALSE |
62 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | SLC13A4 | 0.10 | 0.04 | blup | 57 | 0.06 | 6.7e-05 | 7.520 | 7.5 | 7.3e-14 | 0.82 | 0.00 | 0.99 | FALSE |
63 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PL-5283 | 0.50 | 0.34 | enet | 12 | 0.37 | 3.1e-16 | 7.520 | -7.6 | 3.9e-14 | -0.62 | 0.11 | 0.89 | FALSE |
64 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | PL-5283 | 0.40 | 0.15 | lasso | 7 | 0.18 | 1.2e-07 | 7.520 | -7.2 | 4.2e-13 | -0.62 | 0.05 | 0.93 | FALSE |
65 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | SLC13A4 | 0.33 | 0.16 | lasso | 3 | 0.16 | 5.5e-07 | 7.520 | 7.8 | 7.4e-15 | 0.63 | 0.06 | 0.83 | FALSE |
66 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PL-5283 | 0.40 | 0.31 | enet | 7 | 0.33 | 3.8e-35 | 7.520 | -7.5 | 7.7e-14 | -0.68 | 0.11 | 0.89 | FALSE |
67 | The Cancer Genome Atlas | Prostate Adenocarcinoma | SLC13A4 | 0.45 | 0.17 | lasso | 6 | 0.23 | 3.6e-24 | 7.520 | 6.9 | 4.4e-12 | 0.55 | 0.11 | 0.89 | FALSE |
68 | The Cancer Genome Atlas | Rectum Adenocarcinoma | PL-5283 | 0.37 | 0.07 | enet | 7 | 0.22 | 5.5e-06 | 5.304 | -8.2 | 2.4e-16 | -0.78 | 0.01 | 0.92 | FALSE |
69 | The Cancer Genome Atlas | Rectum Adenocarcinoma | SLC13A4 | 0.55 | 0.21 | lasso | 3 | 0.17 | 7.1e-05 | 7.520 | 7.6 | 3.5e-14 | 0.64 | 0.02 | 0.58 | FALSE |
70 | The Cancer Genome Atlas | Soft Tissue Sarcoma | NUP205 | 0.07 | 0.05 | lasso | 4 | 0.04 | 2.7e-03 | 7.546 | -7.2 | 6.2e-13 | -0.64 | 0.02 | 0.38 | FALSE |
71 | The Cancer Genome Atlas | Soft Tissue Sarcoma | PL-5283 | 0.20 | 0.12 | lasso | 2 | 0.11 | 5.1e-07 | 7.520 | -7.9 | 3.2e-15 | -0.63 | 0.10 | 0.89 | FALSE |
72 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | PL-5283 | 0.48 | 0.03 | lasso | 4 | 0.15 | 7.7e-05 | 7.520 | -8.3 | 7.8e-17 | -0.62 | 0.02 | 0.20 | FALSE |
73 | The Cancer Genome Atlas | Stomach Adenocarcinoma | PL-5283 | 0.28 | 0.20 | lasso | 5 | 0.19 | 1.5e-13 | 7.520 | -7.4 | 1.6e-13 | -0.65 | 0.11 | 0.89 | FALSE |
74 | The Cancer Genome Atlas | Stomach Adenocarcinoma | SLC13A4 | 0.31 | 0.17 | lasso | 5 | 0.24 | 3.4e-17 | 7.520 | 7.5 | 6.0e-14 | 0.64 | 0.11 | 0.89 | FALSE |
75 | The Cancer Genome Atlas | Testicular Germ Cell Tumors | PL-5283 | 0.40 | 0.26 | enet | 9 | 0.23 | 1.5e-08 | 7.520 | -8.3 | 1.4e-16 | -0.69 | 0.10 | 0.90 | FALSE |
76 | The Cancer Genome Atlas | Thyroid Carcinoma | PL-5283 | 0.59 | 0.38 | lasso | 6 | 0.42 | 1.5e-44 | 7.520 | -8.0 | 1.0e-15 | -0.64 | 0.11 | 0.89 | FALSE |
77 | The Cancer Genome Atlas | Thyroid Carcinoma | SLC13A4 | 0.44 | 0.18 | blup | 56 | 0.24 | 2.0e-23 | 7.520 | 7.5 | 8.9e-14 | 0.54 | 0.11 | 0.89 | FALSE |