Best TWAS P=1.54e-118 · Best GWAS P=1.73e-108 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 | CTSZ | 0.06 | 0.03 | lasso | 3 | 0.04 | 3.2e-05 | -13.6 | 12.8 | 1.1e-37 | 0.48 | 0.97 | 0.00 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | SLMO2 | 0.08 | 0.02 | bslmm | 576 | 0.02 | 1.3e-03 | 19.1 | -17.6 | 2.0e-69 | -0.82 | 0.02 | 0.97 | FALSE |
3 | GTEx | Adipose Subcutaneous | NELFCD | 0.43 | 0.31 | enet | 36 | 0.38 | 3.3e-33 | 18.5 | -19.0 | 3.7e-80 | -0.79 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Visceral Omentum | NELFCD | 0.29 | 0.20 | lasso | 3 | 0.23 | 2.8e-12 | 17.2 | -19.4 | 1.1e-83 | -0.91 | 0.38 | 0.62 | FALSE |
5 | GTEx | Artery Aorta | NELFCD | 0.43 | 0.34 | lasso | 4 | 0.37 | 1.8e-21 | 18.5 | -19.3 | 6.1e-83 | -0.83 | 1.00 | 0.00 | FALSE |
6 | GTEx | Artery Coronary | NELFCD | 0.36 | 0.20 | lasso | 7 | 0.22 | 6.5e-08 | 17.2 | -19.3 | 1.3e-82 | -0.90 | 0.03 | 0.96 | FALSE |
7 | GTEx | Artery Tibial | NELFCD | 0.24 | 0.16 | lasso | 4 | 0.16 | 1.2e-12 | 18.5 | -20.0 | 1.5e-88 | -0.77 | 0.97 | 0.03 | FALSE |
8 | GTEx | Artery Tibial | STX16-NPEPL1 | 0.17 | 0.01 | enet | 10 | 0.04 | 8.5e-04 | -5.8 | 6.0 | 1.9e-09 | 0.03 | 0.39 | 0.03 | TRUE |
9 | GTEx | Breast Mammary Tissue | NELFCD | 0.40 | 0.20 | lasso | 7 | 0.19 | 4.1e-10 | 18.5 | -18.9 | 1.8e-79 | -0.75 | 0.82 | 0.18 | FALSE |
10 | GTEx | Breast Mammary Tissue (Male) | NELFCD | 0.05 | -0.01 | lasso | 1 | -0.01 | 7.8e-01 | 18.5 | -18.5 | 9.9e-77 | -0.73 | 0.04 | 0.19 | FALSE |
11 | GTEx | Breast Mammary Tissue (Female) | NELFCD | 0.35 | 0.16 | lasso | 7 | 0.09 | 1.1e-03 | 18.5 | -19.2 | 5.9e-82 | -0.78 | 0.03 | 0.83 | TRUE |
12 | GTEx | Cells Transformed fibroblasts | NELFCD | 0.47 | 0.29 | lasso | 8 | 0.35 | 2.8e-27 | 16.0 | -20.5 | 1.3e-93 | -0.86 | 1.00 | 0.00 | FALSE |
13 | GTEx | Cells Transformed fibroblasts | SLMO2 | 0.16 | 0.13 | lasso | 1 | 0.11 | 8.3e-09 | -11.0 | 11.0 | 6.0e-28 | 0.42 | 0.97 | 0.03 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | NPEPL1 | 0.15 | 0.12 | lasso | 2 | 0.15 | 2.1e-11 | 4.7 | -5.6 | 2.3e-08 | -0.02 | 1.00 | 0.00 | FALSE |
15 | GTEx | Esophagus Gastroesophageal Junction | NELFCD | 0.45 | 0.14 | lasso | 9 | 0.18 | 3.4e-07 | 21.6 | -23.0 | 1.5e-117 | -0.90 | 0.01 | 0.99 | TRUE |
16 | GTEx | Esophagus Mucosa | NELFCD | 0.32 | 0.20 | enet | 8 | 0.27 | 2.1e-18 | 17.2 | -19.0 | 7.7e-81 | -0.88 | 0.68 | 0.32 | TRUE |
17 | GTEx | Esophagus Mucosa | STX16-NPEPL1 | 0.13 | 0.05 | lasso | 5 | 0.03 | 2.8e-03 | 4.6 | 5.5 | 4.5e-08 | 0.01 | 0.39 | 0.02 | FALSE |
18 | GTEx | Esophagus Muscularis | NELFCD | 0.23 | 0.15 | enet | 14 | 0.18 | 6.7e-11 | 18.5 | -19.4 | 7.0e-84 | -0.87 | 0.40 | 0.60 | FALSE |
19 | GTEx | Heart Atrial Appendage | NELFCD | 0.23 | 0.17 | enet | 23 | 0.19 | 4.5e-09 | 14.5 | -17.6 | 3.2e-69 | -0.72 | 0.17 | 0.80 | FALSE |
20 | GTEx | Lung | NELFCD | 0.22 | 0.22 | lasso | 2 | 0.21 | 5.0e-16 | 18.5 | -19.7 | 1.2e-86 | -0.83 | 1.00 | 0.00 | FALSE |
21 | GTEx | Lung | STX16-NPEPL1 | 0.15 | 0.07 | lasso | 4 | 0.09 | 3.6e-07 | -5.6 | 6.1 | 1.3e-09 | 0.00 | 0.88 | 0.00 | TRUE |
22 | GTEx | Muscle Skeletal | NELFCD | 0.30 | 0.22 | enet | 17 | 0.26 | 3.5e-25 | 18.5 | -20.7 | 5.8e-95 | -0.72 | 1.00 | 0.00 | FALSE |
23 | GTEx | Muscle Skeletal | CTSZ | 0.09 | 0.01 | enet | 10 | 0.07 | 3.3e-07 | -5.5 | -5.1 | 2.9e-07 | -0.13 | 0.89 | 0.00 | FALSE |
24 | GTEx | Nerve Tibial | NELFCD | 0.30 | 0.17 | enet | 25 | 0.23 | 2.8e-16 | 18.5 | -18.2 | 8.9e-74 | -0.84 | 0.05 | 0.95 | FALSE |
25 | GTEx | Nerve Tibial | NPEPL1 | 0.20 | 0.06 | lasso | 6 | 0.11 | 4.7e-08 | 5.1 | -5.9 | 3.1e-09 | -0.02 | 0.96 | 0.00 | FALSE |
26 | GTEx | Pancreas | NELFCD | 0.17 | 0.03 | lasso | 3 | 0.07 | 5.7e-04 | 18.5 | -19.8 | 2.6e-87 | -0.88 | 0.08 | 0.84 | FALSE |
27 | GTEx | Skin Not Sun Exposed Suprapubic | NELFCD | 0.22 | 0.15 | lasso | 3 | 0.11 | 1.9e-06 | 18.5 | -18.0 | 1.4e-72 | -0.72 | 0.75 | 0.24 | FALSE |
28 | GTEx | Skin Sun Exposed Lower leg | NELFCD | 0.28 | 0.21 | lasso | 7 | 0.22 | 1.1e-17 | 18.5 | -19.4 | 6.9e-84 | -0.84 | 0.98 | 0.02 | FALSE |
29 | GTEx | Skin Sun Exposed Lower leg | NPEPL1 | 0.16 | 0.07 | lasso | 2 | 0.11 | 4.4e-09 | -5.6 | -6.0 | 2.7e-09 | -0.02 | 1.00 | 0.00 | FALSE |
30 | GTEx | Skin Sun Exposed Lower leg | STX16-NPEPL1 | 0.14 | 0.10 | enet | 7 | 0.12 | 8.7e-10 | -5.8 | 5.5 | 3.2e-08 | 0.01 | 1.00 | 0.00 | FALSE |
31 | GTEx | Spleen | NELFCD | 0.51 | 0.31 | lasso | 7 | 0.18 | 2.9e-05 | 18.5 | -18.2 | 1.1e-73 | -0.74 | 0.15 | 0.73 | FALSE |
32 | GTEx | Testis | NELFCD | 0.53 | 0.51 | lasso | 3 | 0.51 | 4.2e-26 | -14.1 | -16.4 | 2.6e-60 | -0.28 | 1.00 | 0.00 | FALSE |
33 | GTEx | Testis | NPEPL1 | 0.19 | 0.06 | enet | 6 | 0.09 | 8.5e-05 | 5.4 | -5.6 | 2.3e-08 | -0.02 | 0.53 | 0.04 | FALSE |
34 | GTEx | Thyroid | NPEPL1 | 0.16 | 0.00 | enet | 38 | 0.02 | 1.0e-02 | -1.6 | -5.8 | 4.8e-09 | -0.09 | 0.07 | 0.05 | TRUE |
35 | GTEx | Thyroid | STX16-NPEPL1 | 0.20 | 0.11 | lasso | 5 | 0.08 | 4.7e-07 | -5.1 | 5.4 | 7.1e-08 | 0.05 | 0.97 | 0.00 | FALSE |
36 | GTEx | Uterus | NELFCD | 0.58 | 0.07 | lasso | 10 | 0.06 | 2.4e-02 | 18.5 | -19.6 | 1.4e-85 | -0.65 | 0.04 | 0.48 | FALSE |
37 | GTEx | Vagina | NELFCD | 0.65 | 0.12 | enet | 74 | 0.07 | 1.3e-02 | 21.6 | -9.0 | 3.0e-19 | -0.40 | 0.01 | 0.91 | FALSE |
38 | GTEx | Whole Blood | RP11-261P9.4 | 0.09 | 0.02 | lasso | 3 | 0.02 | 1.0e-02 | 5.4 | 5.3 | 1.2e-07 | 0.03 | 0.38 | 0.02 | FALSE |
39 | METSIM | Adipose | APCDD1L | 0.05 | 0.00 | blup | 607 | 0.01 | 1.7e-02 | 2.6 | 7.9 | 3.3e-15 | 0.16 | 0.16 | 0.06 | TRUE |
40 | METSIM | Adipose | NELFCD | 0.25 | 0.21 | bslmm | 540 | 0.23 | 1.0e-33 | 18.5 | -19.2 | 1.9e-82 | -0.74 | 1.00 | 0.00 | FALSE |
41 | NTR | Blood | TH1L | 0.07 | 0.03 | bslmm | 553 | 0.05 | 4.8e-16 | -3.7 | -14.2 | 1.7e-45 | -0.34 | 1.00 | 0.00 | TRUE |
42 | ROSMAP | Brain Pre-frontal Cortex | NELFCD | 0.24 | 0.12 | bslmm | 551 | 0.16 | 5.4e-20 | 18.5 | -19.9 | 9.5e-88 | -0.73 | 1.00 | 0.00 | FALSE |
43 | ROSMAP | Brain Pre-frontal Cortex | STX16 | 0.15 | 0.12 | lasso | 7 | 0.12 | 6.4e-15 | 5.1 | 5.4 | 8.5e-08 | 0.06 | 1.00 | 0.00 | FALSE |
44 | YFS | Blood | CTSZ | 0.09 | 0.07 | bslmm | 517 | 0.09 | 4.5e-28 | -1.0 | 10.0 | 1.3e-23 | 0.16 | 1.00 | 0.00 | FALSE |
45 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | TH1L | 0.05 | 0.04 | lasso | 3 | 0.02 | 5.4e-03 | -14.0 | -16.9 | 7.2e-64 | -0.33 | 0.04 | 0.15 | FALSE |
46 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CTSZ | 0.01 | 0.02 | lasso | 3 | 0.01 | 5.2e-04 | -13.6 | -13.4 | 9.7e-41 | -0.44 | 0.15 | 0.14 | FALSE |
47 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TH1L | 0.04 | 0.01 | enet | 10 | 0.03 | 3.7e-07 | 17.2 | -20.4 | 1.6e-92 | -0.72 | 0.01 | 0.98 | FALSE |
48 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | SLMO2 | 0.06 | 0.04 | blup | 51 | 0.03 | 8.8e-03 | -13.6 | 6.1 | 1.4e-09 | 0.23 | 0.05 | 0.06 | TRUE |
49 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | TH1L | 0.18 | 0.02 | blup | 46 | 0.04 | 2.9e-03 | 17.2 | -23.1 | 1.5e-118 | -0.74 | 0.01 | 0.23 | TRUE |
50 | The Cancer Genome Atlas | Colon Adenocarcinoma | NPEPL1 | 0.07 | 0.00 | blup | 56 | 0.04 | 3.3e-03 | 5.4 | -5.8 | 6.1e-09 | -0.02 | 0.01 | 0.72 | FALSE |
51 | The Cancer Genome Atlas | Colon Adenocarcinoma | TH1L | 0.08 | 0.05 | lasso | 3 | 0.07 | 8.1e-05 | 17.2 | -17.8 | 8.5e-71 | -0.88 | 0.02 | 0.93 | FALSE |
52 | The Cancer Genome Atlas | Esophageal Carcinoma | TH1L | 0.19 | 0.16 | blup | 46 | 0.19 | 8.9e-07 | 14.5 | -21.6 | 2.3e-103 | -0.87 | 0.01 | 0.98 | FALSE |
53 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | NPEPL1 | 0.06 | 0.08 | lasso | 2 | 0.07 | 3.9e-08 | 5.4 | -5.5 | 4.2e-08 | -0.01 | 0.02 | 0.98 | FALSE |
54 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | TH1L | 0.10 | 0.06 | blup | 46 | 0.08 | 3.3e-09 | 22.1 | -20.8 | 4.6e-96 | -0.80 | 0.00 | 1.00 | FALSE |
55 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | NPEPL1 | 0.04 | 0.03 | lasso | 4 | 0.03 | 1.2e-04 | -5.6 | -5.7 | 1.2e-08 | -0.04 | 0.02 | 0.98 | FALSE |
56 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TH1L | 0.12 | 0.06 | enet | 11 | 0.12 | 7.1e-14 | 21.5 | -20.1 | 2.7e-90 | -0.79 | 0.01 | 0.99 | FALSE |
57 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | SLMO2 | 0.04 | 0.02 | blup | 51 | 0.02 | 1.6e-02 | -3.5 | -12.2 | 3.9e-34 | -0.61 | 0.03 | 0.22 | FALSE |
58 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TH1L | 0.14 | 0.06 | blup | 46 | 0.11 | 5.4e-07 | 18.5 | -22.5 | 9.8e-112 | -0.79 | 0.02 | 0.94 | FALSE |
59 | The Cancer Genome Atlas | Brain Lower Grade Glioma | CTSZ | 0.04 | 0.01 | blup | 50 | 0.01 | 1.7e-02 | 9.5 | -15.2 | 6.5e-52 | -0.70 | 0.03 | 0.81 | FALSE |
60 | The Cancer Genome Atlas | Brain Lower Grade Glioma | TH1L | 0.12 | 0.02 | enet | 20 | 0.06 | 3.6e-07 | 21.5 | -15.0 | 7.1e-51 | -0.60 | 0.01 | 0.97 | FALSE |
61 | The Cancer Genome Atlas | Lung Adenocarcinoma | SLMO2 | 0.03 | 0.00 | blup | 52 | 0.01 | 3.0e-02 | -11.0 | 16.7 | 2.1e-62 | 0.65 | 0.07 | 0.19 | FALSE |
62 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TH1L | 0.12 | 0.07 | blup | 46 | 0.11 | 2.2e-12 | 17.2 | -21.9 | 4.9e-106 | -0.82 | 0.01 | 0.99 | FALSE |
63 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | TH1L | 0.07 | 0.00 | blup | 46 | 0.02 | 2.8e-02 | 18.5 | -19.8 | 2.5e-87 | -0.79 | 0.02 | 0.56 | FALSE |
64 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TH1L | 0.16 | 0.00 | enet | 14 | 0.08 | 3.4e-04 | 21.6 | -20.1 | 1.3e-89 | -0.69 | 0.01 | 0.68 | FALSE |
65 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TH1L | 0.32 | 0.12 | blup | 47 | 0.27 | 1.8e-28 | -14.1 | -22.3 | 7.4e-110 | -0.64 | 0.99 | 0.01 | FALSE |
66 | The Cancer Genome Atlas | Prostate Adenocarcinoma | TUBB1 | 0.51 | 0.06 | enet | 16 | 0.12 | 5.2e-13 | 19.1 | -11.2 | 3.3e-29 | -0.60 | 0.01 | 0.99 | FALSE |
67 | The Cancer Genome Atlas | Skin Cutaneous Melanoma | TH1L | 0.20 | 0.03 | blup | 47 | 0.04 | 2.4e-02 | 22.1 | -21.6 | 1.4e-103 | -0.83 | 0.00 | 0.75 | FALSE |
68 | The Cancer Genome Atlas | Stomach Adenocarcinoma | TH1L | 0.05 | 0.04 | lasso | 2 | 0.03 | 1.9e-03 | 18.5 | -19.9 | 3.2e-88 | -0.87 | 0.05 | 0.81 | FALSE |
69 | The Cancer Genome Atlas | Thyroid Carcinoma | TH1L | 0.21 | 0.08 | blup | 46 | 0.11 | 5.4e-11 | -14.1 | -21.9 | 1.4e-106 | -0.61 | 0.86 | 0.14 | TRUE |
70 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | CTSZ | 0.14 | 0.04 | blup | 49 | 0.08 | 2.7e-03 | 21.6 | -20.1 | 1.0e-89 | -0.91 | 0.01 | 0.82 | FALSE |
71 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | TUBB1 | 0.13 | 0.06 | blup | 50 | 0.04 | 2.3e-02 | 4.5 | -16.7 | 2.6e-62 | -0.83 | 0.01 | 0.60 | FALSE |