856 significantly associated models · 248 unique genes
.
# | chr | p0 | p1 | # assoc genes | # joint genes | best TWAS P | best SNP P | cond SNP P | % var exp | joint genes |
---|---|---|---|---|---|---|---|---|---|---|
1 | 1 | 752566 | 3261925 | 3 | 2 | 1.3e-11 | 2.3e-11 | 2.0e-02 | 88 | MMEL1 SDF4 |
2 | 1 | 7792411 | 9190254 | 1 | 1 | 1.6e-07 | 2.2e-07 | 1.0e+00 | 100 | RP5-1115A15.1 |
3 | 1 | 18932744 | 20503710 | 3 | 5 | 3.7e-11 | 9.1e-12 | NaN | NaN | CAPZB PQLC2 |
4 | 1 | 23431777 | 24861704 | 2 | 1 | 5.3e-08 | 3.3e-07 | 5.6e-02 | 86 | HMGCL |
5 | 1 | 37577214 | 39186794 | 6 | 1 | 6.1e-12 | 1.9e-10 | 9.4e-01 | 100 | INPP5B |
6 | 1 | 107418424 | 109188382 | 1 | 1 | 1.5e-50 | 7.7e-51 | 1.0e+00 | 100 | VAV3 |
7 | 1 | 113236087 | 115222434 | 11 | 10 | 7.8e-81 | 9.7e-176 | NaN | NaN | AP4B1 BCL2L15 DCLRE1B HIPK1 OLFML3 PHTF1 RSBN1 |
8 | 1 | 151129254 | 152518294 | 1 | 1 | 1.8e-07 | 2.0e-06 | 8.0e-03 | 69 | THEM5 |
9 | 1 | 156078249 | 157482371 | 1 | 1 | 7.4e-08 | 6.5e-08 | 3.4e-01 | 97 | SH2D2A |
10 | 1 | 166702558 | 168182443 | 1 | 1 | 7.1e-08 | 2.0e-08 | 1.0e+00 | 100 | CD247 |
11 | 1 | 200462817 | 201079088 | 1 | 1 | 2.6e-07 | 1.3e-10 | 9.2e-05 | 63 | CAMSAP1L1 |
12 | 1 | 212719366 | 213232555 | 1 | 1 | 1.1e-07 | 6.4e-06 | 7.5e-01 | 100 | TATDN3 |
13 | 2 | 61725501 | 63149557 | 1 | 1 | 3.1e-08 | 4.2e-09 | 1.0e+00 | 100 | B3GNT2 |
14 | 2 | 97098095 | 99306504 | 8 | 1 | 2.1e-09 | 1.2e-09 | 1.3e-01 | 94 | ANKRD36B |
15 | 2 | 159476732 | 161166234 | 2 | 1 | 1.6e-07 | 1.8e-07 | 1.0e+00 | 100 | AC009506.1 |
16 | 2 | 161297929 | 162790882 | 1 | 1 | 2.2e-09 | 3.4e-09 | 1.0e+00 | 100 | TANK |
17 | 2 | 190521054 | 192712723 | 6 | 2 | 5.0e-14 | 1.9e-38 | 7.6e-24 | 40 | NAB1 STAT4 |
18 | 3 | 11350553 | 12928762 | 2 | 1 | 1.2e-15 | 8.0e-14 | 4.1e-01 | 99 | TIMP4 |
19 | 3 | 36339386 | 38174470 | 5 | 1 | 9.5e-09 | 1.2e-08 | 3.5e-01 | 97 | LRRFIP2 |
20 | 3 | 104683753 | 106283820 | 1 | 1 | 8.0e-09 | 1.8e-18 | 1.5e-18 | 0 | CBLB |
21 | 3 | 191820205 | 193330022 | 1 | 1 | 5.5e-08 | 6.3e-08 | 1.0e+00 | 100 | MB21D2 |
22 | 4 | 40097557 | 40605238 | 1 | 1 | 1.4e-08 | 1.2e-11 | 1.3e-07 | 40 | CHRNA9 |
23 | 4 | 86236934 | 88754060 | 4 | 2 | 4.0e-10 | 1.1e-09 | 1.0e+00 | 100 | AFF1 PTPN13 |
24 | 4 | 122961964 | 124352460 | 1 | 1 | 1.7e-07 | 3.9e-09 | 6.6e-03 | 79 | BBS12 |
25 | 4 | 148303195 | 150060844 | 1 | 1 | 7.8e-32 | 2.0e-32 | 1.0e+00 | 100 | NR3C2 |
26 | 5 | 35608310 | 36124514 | 1 | 1 | 2.4e-07 | 4.8e-08 | 6.7e-02 | 89 | IL7R |
27 | 5 | 68178407 | 68828296 | 1 | 1 | 1.6e-07 | 1.6e-06 | 5.5e-01 | 98 | GTF2H2C |
28 | 5 | 71557313 | 73125146 | 2 | 1 | 1.5e-08 | 1.2e-08 | 3.4e-06 | 34 | FCHO2 |
29 | 5 | 75669474 | 77412011 | 2 | 1 | 1.2e-11 | 2.3e-13 | 3.4e-03 | 84 | PDE8B |
30 | 5 | 101392473 | 103244640 | 2 | 1 | 3.7e-10 | 2.1e-11 | 1.2e-02 | 86 | PAM |
31 | 6 | 35216296 | 35942313 | 2 | 1 | 9.1e-11 | 2.7e-10 | 4.4e-02 | 90 | TULP1 |
32 | 6 | 89941356 | 91704536 | 1 | 2 | 3.0e-33 | 1.5e-38 | 7.8e-16 | 62 | BACH2 |
33 | 6 | 134905567 | 136516257 | 3 | 1 | 3.7e-10 | 1.9e-09 | 6.3e-02 | 90 | C6orf217 |
34 | 6 | 165045334 | 167841508 | 6 | 2 | 8.0e-36 | 2.6e-34 | 1.0e+00 | 100 | PDE10A RNASET2 |
35 | 7 | 76506844 | 77966572 | 2 | 1 | 1.3e-07 | 9.6e-08 | 1.9e-01 | 94 | PTPN12 |
36 | 7 | 99591418 | 100979310 | 2 | 1 | 2.8e-11 | 7.9e-11 | 1.0e+00 | 100 | GIGYF1 |
37 | 7 | 127878155 | 129284182 | 1 | 1 | 8.1e-09 | 5.9e-08 | 7.7e-04 | 62 | IRF5 |
38 | 8 | 23139436 | 23678000 | 1 | 1 | 3.7e-08 | 9.2e-08 | 3.2e-01 | 96 | SLC25A37 |
39 | 8 | 60736025 | 62477554 | 2 | 1 | 2.1e-10 | 4.7e-10 | 1.0e+00 | 100 | RAB2A |
40 | 8 | 128107136 | 129812343 | 1 | 1 | 1.5e-07 | 9.1e-14 | 7.4e-14 | -1 | PVT1 |
41 | 8 | 132897005 | 134846363 | 4 | 2 | 2.0e-15 | 3.2e-16 | 1.5e-03 | 85 | TG |
42 | 8 | 140969818 | 142706843 | 1 | 1 | 2.3e-07 | 1.9e-10 | 9.7e-06 | 52 | PTK2 |
43 | 9 | 4758022 | 6168335 | 1 | 1 | 9.3e-08 | 2.7e-11 | 3.3e-08 | 31 | CD274 |
44 | 9 | 99581811 | 101652673 | 8 | 8 | 1.3e-67 | 6.6e-103 | NaN | NaN | C9orf156 FOXE1 NANS NCBP1 |
45 | 9 | 122881960 | 124331465 | 4 | 1 | 1.3e-07 | 4.3e-07 | 1.0e+00 | 100 | PSMD5 |
46 | 9 | 126321003 | 127872298 | 2 | 1 | 2.9e-09 | 1.3e-08 | 5.9e-01 | 99 | NEK6 |
47 | 9 | 130769800 | 132289479 | 3 | 1 | 8.4e-09 | 8.5e-09 | 1.0e+00 | 100 | PKN3 |
48 | 10 | 5027660 | 6677767 | 3 | 3 | 8.2e-19 | 4.7e-19 | 2.2e-04 | 83 | FAM208B IL2RA |
49 | 10 | 63253359 | 64724096 | 2 | 2 | 1.5e-17 | 2.1e-30 | 2.1e-19 | 38 | ARID5B RTKN2 |
50 | 11 | 198510 | 1346802 | 8 | 2 | 3.8e-09 | 9.1e-10 | 1.0e+00 | 100 | IRF7 RP11-326C3.11 |
51 | 11 | 34460769 | 35949179 | 2 | 1 | 3.0e-16 | 9.8e-19 | 9.2e-06 | 75 | SLC1A2 |
52 | 11 | 46622392 | 48028343 | 1 | 1 | 2.3e-07 | 3.5e-07 | 1.0e+00 | 100 | MADD |
53 | 11 | 60549966 | 62346131 | 7 | 1 | 1.8e-11 | 3.0e-11 | 2.4e-01 | 97 | TMEM258 |
54 | 11 | 63316786 | 64820283 | 2 | 1 | 1.1e-10 | 8.8e-11 | 1.0e+00 | 100 | CCDC88B |
55 | 11 | 93166368 | 94613754 | 1 | 1 | 2.3e-07 | 6.4e-09 | 5.7e-04 | 65 | PANX1 |
56 | 11 | 116007539 | 117800682 | 5 | 1 | 1.2e-08 | 3.1e-11 | 6.6e-04 | 74 | SIK3 |
57 | 12 | 55601472 | 57681122 | 8 | 1 | 6.5e-18 | 4.4e-15 | 3.7e-02 | 93 | SUOX |
58 | 12 | 109641978 | 113517494 | 21 | 9 | 8.8e-71 | 6.4e-117 | NaN | NaN | AC003029.1 ADAM1A ALDH2 HECTD4 VPS29 |
59 | 13 | 23856997 | 25579336 | 1 | 1 | 5.6e-08 | 3.0e-40 | 2.9e-35 | 13 | SPATA13 |
60 | 15 | 38088200 | 39556796 | 1 | 1 | 3.1e-16 | 4.7e-17 | 1.7e-02 | 92 | RASGRP1 |
61 | 16 | 49488151 | 51097687 | 3 | 2 | 2.6e-10 | 6.0e-10 | 7.4e-01 | 100 | BRD7 |
62 | 16 | 66666637 | 69084178 | 18 | 2 | 2.3e-10 | 3.8e-11 | 6.5e-02 | 92 | HSD11B2 LCAT |
63 | 17 | 6190353 | 7949434 | 2 | 1 | 2.2e-08 | 1.0e-13 | 3.7e-07 | 53 | ACAP1 |
64 | 17 | 27222988 | 28629763 | 2 | 1 | 9.5e-08 | 1.7e-06 | 1.7e-02 | 75 | ABHD15 |
65 | 17 | 39589083 | 41265776 | 3 | 1 | 1.8e-12 | 1.9e-12 | 1.0e+00 | 100 | RAB5C |
66 | 17 | 44788310 | 46704536 | 7 | 9 | 6.7e-16 | 7.4e-16 | 4.3e-02 | 94 | C17orf57 EFCAB13 MRPL10 NPEPPS RP11-6N17.3 TBKBP1 |
67 | 17 | 73175294 | 74574103 | 2 | 1 | 1.1e-07 | 4.6e-07 | 8.1e-02 | 88 | RP11-552F3.9 |
68 | 18 | 12090696 | 13687136 | 2 | 2 | 4.3e-08 | 4.0e-12 | 1.1e-05 | 60 | PTPN2 SEH1L |
69 | 18 | 66371289 | 68204223 | 2 | 1 | 1.4e-08 | 3.2e-09 | 7.2e-02 | 91 | CD226 |
70 | 18 | 76907334 | 77535176 | 1 | 1 | 4.7e-11 | 1.5e-09 | 1.3e-06 | 36 | NFATC1 |
71 | 19 | 4118871 | 5529588 | 2 | 2 | 1.0e-12 | 1.5e-23 | 4.8e-09 | 66 | FEM1A TICAM1 |
72 | 19 | 9763152 | 11186711 | 1 | 1 | 1.1e-07 | 1.8e-11 | 1.4e-05 | 58 | TYK2 |
73 | 19 | 17672385 | 19190906 | 3 | 1 | 1.7e-13 | 2.6e-13 | 1.0e+00 | 100 | JUND |
74 | 19 | 48525507 | 50909389 | 6 | 3 | 7.0e-13 | 7.0e-12 | 1.0e+00 | 100 | ALDH16A1 CPT1C RASIP1 |
75 | 22 | 30233446 | 30820707 | 1 | 1 | 1.2e-08 | 2.0e-11 | 1.0e-04 | 66 | HORMAD2 |
76 | 22 | 36867133 | 38292974 | 3 | 4 | 5.4e-22 | 6.6e-31 | NaN | NaN | C1QTNF6 RP1-151B14.6 SSTR3 |
77 | 22 | 41071659 | 42614362 | 2 | 1 | 1.2e-07 | 1.5e-08 | 1.0e+00 | 100 | TEF |
Trait | chisq ratio | # genes+ | # genes++ | % genes++ | corr | corr P | genes |
---|
study | tissue | # hits | % hits/tests | avg chisq |
---|
study | tissue | # hits | % hits/tests | avg chisq |
---|---|---|---|---|
GTEx | Whole Blood | 20 | 1.01 | 2.7 |
NTR | Blood | 22 | 0.92 | 2.7 |
The Cancer Genome Atlas | Esophageal Carcinoma | 3 | 0.44 | 2.7 |
GTEx | Brain Putamen basal ganglia | 2 | 0.32 | 2.6 |
GTEx | Ovary | 6 | 0.66 | 2.6 |
GTEx | Brain Cerebellar Hemisphere | 9 | 0.60 | 2.5 |
GTEx | Brain Frontal Cortex BA9 | 6 | 0.65 | 2.5 |
GTEx | Stomach | 10 | 0.69 | 2.5 |
GTEx | Thyroid | 30 | 0.75 | 2.5 |
YFS | Blood | 34 | 0.74 | 2.5 |
The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | 9 | 0.68 | 2.5 |
GTEx | Adrenal Gland | 10 | 0.69 | 2.4 |
GTEx | Artery Tibial | 26 | 0.69 | 2.4 |
GTEx | Brain Cerebellum | 10 | 0.50 | 2.4 |
GTEx | Breast Mammary Tissue | 9 | 0.46 | 2.4 |
GTEx | Breast Mammary Tissue (Female) | 12 | 0.73 | 2.4 |
GTEx | Colon Sigmoid | 10 | 0.68 | 2.4 |
GTEx | Colon Transverse | 15 | 0.73 | 2.4 |
GTEx | Esophagus Gastroesophageal Junction | 10 | 0.69 | 2.4 |
GTEx | Nerve Tibial | 30 | 0.69 | 2.4 |
GTEx | Skin Not Sun Exposed Suprapubic | 14 | 0.57 | 2.4 |
GTEx | Skin Sun Exposed Lower leg | 16 | 0.44 | 2.4 |
GTEx | Testis | 15 | 0.48 | 2.4 |
The Cancer Genome Atlas | Breast Invasive Carcinoma | 24 | 0.54 | 2.4 |
The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | 3 | 0.59 | 2.4 |
GTEx | Adipose Subcutaneous | 11 | 0.32 | 2.3 |
GTEx | Artery Aorta | 13 | 0.44 | 2.3 |
GTEx | Brain Cortex | 3 | 0.29 | 2.3 |
GTEx | Brain Hypothalamus | 2 | 0.34 | 2.3 |
GTEx | Brain Nucleus accumbens basal ganglia | 3 | 0.35 | 2.3 |
GTEx | Cells EBV-transformed lymphocytes | 9 | 0.63 | 2.3 |
GTEx | Cells Transformed fibroblasts | 26 | 0.62 | 2.3 |
GTEx | Esophagus Mucosa | 16 | 0.48 | 2.3 |
GTEx | Esophagus Muscularis | 19 | 0.59 | 2.3 |
GTEx | Lung | 14 | 0.49 | 2.3 |
GTEx | Muscle Skeletal | 20 | 0.69 | 2.3 |
GTEx | Pituitary | 8 | 0.72 | 2.3 |
GTEx | Prostate | 4 | 0.48 | 2.3 |
GTEx | Small Intestine Terminal Ileum | 4 | 0.87 | 2.3 |
GTEx | Uterus | 2 | 0.35 | 2.3 |
GTEx | Vagina | 2 | 0.31 | 2.3 |
METSIM | Adipose | 28 | 0.61 | 2.3 |
The Cancer Genome Atlas | Colon Adenocarcinoma | 9 | 0.44 | 2.3 |
The Cancer Genome Atlas | Glioblastoma Multiforme | 3 | 0.29 | 2.3 |
The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | 10 | 0.49 | 2.3 |
The Cancer Genome Atlas | Brain Lower Grade Glioma | 25 | 0.58 | 2.3 |
The Cancer Genome Atlas | Pancreatic Adenocarcinoma | 9 | 0.54 | 2.3 |
The Cancer Genome Atlas | Rectum Adenocarcinoma | 4 | 0.57 | 2.3 |
The Cancer Genome Atlas | Thyroid Carcinoma | 30 | 0.58 | 2.3 |
GTEx | Adipose Visceral Omentum | 9 | 0.44 | 2.2 |
GTEx | Artery Coronary | 6 | 0.51 | 2.2 |
GTEx | Brain Caudate basal ganglia | 2 | 0.22 | 2.2 |
GTEx | Brain Hippocampus | 1 | 0.19 | 2.2 |
GTEx | Breast Mammary Tissue (Male) | 7 | 0.59 | 2.2 |
GTEx | Heart Atrial Appendage | 5 | 0.32 | 2.2 |
GTEx | Heart Left Ventricle | 6 | 0.39 | 2.2 |
GTEx | Liver | 2 | 0.28 | 2.2 |
GTEx | Pancreas | 8 | 0.49 | 2.2 |
GTEx | Spleen | 9 | 0.64 | 2.2 |
ROSMAP | Brain Pre-frontal Cortex | 17 | 0.39 | 2.2 |
CommonMind | Brain Pre-frontal Cortex | 31 | 0.58 | 2.2 |
The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | 3 | 0.27 | 2.2 |
The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | 18 | 0.66 | 2.2 |
The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | 6 | 0.54 | 2.2 |
The Cancer Genome Atlas | Lung Adenocarcinoma | 16 | 0.54 | 2.2 |
The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | 12 | 0.48 | 2.2 |
The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | 7 | 0.44 | 2.2 |
The Cancer Genome Atlas | Prostate Adenocarcinoma | 21 | 0.45 | 2.2 |
The Cancer Genome Atlas | Soft Tissue Sarcoma | 3 | 0.28 | 2.2 |
The Cancer Genome Atlas | Skin Cutaneous Melanoma | 2 | 0.37 | 2.2 |
The Cancer Genome Atlas | Testicular Germ Cell Tumors | 4 | 0.31 | 2.2 |
The Cancer Genome Atlas | Bladder Urothelial Carcinoma | 5 | 0.30 | 2.1 |
The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | 21 | 0.51 | 2.1 |
The Cancer Genome Atlas | Stomach Adenocarcinoma | 6 | 0.36 | 2.1 |