Release 58
(Dec 29, 2025)

Whole genome analysis for QTL/association enrichment

Running...
Version: Enrich S: beta v0.8
Search: to limit the list of your trait choices:
(optional) focus on chromosome with Mb windows across its length

Data:

Number of conformation traits:22
Number of QTL / associations found:3,841
Number of chromosomes where QTL / associations are found:30

Chi-squared (χ2) test: are conformation traits over-represented on some chromosomes?

Chromosomes Total χ2 df p-values FDR * Size of χ2
Chromosome X4179.87416299e-411.588235e-40
Chromosome 1144.17722293.151101e-174.726652e-17
Chromosome 238.49010290.11181921.290222e-01
Chromosome 30.00022290.9983293258231159.983293e-01
Chromosome 4176.32098294.800443e-237.579647e-23
Chromosome 53916.17204299e-411.588235e-40
Chromosome 62514.38088299e-411.588235e-40
Chromosome 71126.45060291.498369e-2181.498369e-217
Chromosome 8116.45524291.948172e-122.783103e-12
Chromosome 9176.32098294.800443e-237.579647e-23
Chromosome 10793.76440292.342637e-1481.171319e-147
Chromosome 113916.17204299e-411.588235e-40
Chromosome 12364.12002291.303250e-593.554318e-59
Chromosome 13115.85970292.452031e-123.343679e-12
Chromosome 14318.20690291.993849e-504.984623e-50
Chromosome 151046.30900291.400413e-2018.402478e-201
Chromosome 1638.83374290.10488931.290222e-01
Chromosome 170.71038290.9983293258231159.983293e-01
Chromosome 18289.31650291.044957e-442.411439e-44
Chromosome 190.00022290.9983293258231159.983293e-01
Chromosome 2038.49010290.11181921.290222e-01
Chromosome 2149.85398290.009364361.221438e-02
Chromosome 22520.41682291.816919e-916.056397e-91
Chromosome 23396.44704293.901303e-661.170391e-65
Chromosome 241487.22530292.889277e-2958.667831e-294
Chromosome 25578.70164291.670997e-1036.266239e-103
Chromosome 260.18348290.9983293258231159.983293e-01
Chromosome 27640.07944293.047584e-1161.306107e-115
Chromosome 281213.39680295.378423e-2378.067634e-236
Chromosome 291100.63030294.433235e-2133.324926e-212

Chi-squared (χ2) test: Which of the 22 conformation traits are over-represented in the QTLdb

Traits Total χ2 df p-values FDR * Size of χ2
Angularity 43.99169 21 0.002343969 3.222957e-03
Anogenital distance 33.33746 21 0.04260657 4.686723e-02
Body condition score 160.36983 21 1.839263e-23 1.348793e-22
Body form composite index 40.8008 21 0.005933819 7.679060e-03
Bone quality 70.05448 21 3.444043e-07 8.418772e-07
Conformation score 131.26541 21 5.902453e-18 2.597079e-17
Dairy capacity composite index 195.54646 21 2.718024e-30 2.989826e-29
Dairy form 101.91404 21 1.321570e-12 4.845757e-12
Dairy strength 49.31728 21 0.0004536337 7.128530e-04
Dairy type 25.86013 21 0.2118326 2.219199e-01
Ear length 35.70273 21 0.02360646 2.733380e-02
Ear size 392.59815 21 3.149259e-70 6.928370e-69
Hindquarter proportions 21.07438 21 0.4544098 4.544098e-01
Locomotion 61.62364 21 7.230479e-06 1.590705e-05
Loin strength 36.81349 21 0.01768306 2.161263e-02
Muscularity 59.49774 21 1.521020e-05 2.788537e-05
PTA type 47.19981 21 0.000882681 1.294599e-03
Presence of horns 93.85986 21 3.455417e-11 1.085988e-10
Rump angle 134.5311 21 1.450683e-18 7.978756e-18
Rump conformation 83.11887 21 2.415425e-09 6.642419e-09
Stature 59.71856 21 1.408652e-05 2.788537e-05
Structural soundness 57.53883 21 2.989072e-05 5.058430e-05

Correlations found between some of these traits for your reference

No correlation data found on these traits

Overall Test

Data Chi'Square Test Fisher's Exact Test
Number of chrom.:30 χ2=25297.360220
Number of traits:22 df=609
Number of QTLs:3,841 p-value=0

FOOT NOTE: * : FDR is short for "false discovery rate", representing the expected proportion of type I errors. A type I error is where you incorrectly reject the null hypothesis, i.e. you get a false positive. It's statistical definition is FDR = E(V/R | R > 0) P(R > 0), where V = Number of Type I errors (false positives); R = Number of rejected hypotheses. Benjamini–Hochberg procedure is a practical way to estimate FDR.

 

© 2003-2026: USA · USDA · NRPSP8 · Program to Accelerate Animal Genomics Applications. Contact: Bioinformatics Team