Release 59
(Apr 20, 2026)

Whole genome analysis for QTL/association enrichment

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Version: Enrich S: beta v0.8
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Data:

Number of conformation traits:24
Number of QTL / associations found:4,620
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 X14497.40256299e-411.687500e-40
Chromosome 189.76624293.95458e-085.158148e-08
Chromosome 29.97392290.99960989.996098e-01
Chromosome 30.15576290.9983293258231159.996098e-01
Chromosome 489.76624293.95458e-085.158148e-08
Chromosome 55566.90920299e-411.687500e-40
Chromosome 63459.89616299e-411.687500e-40
Chromosome 7785.61048291.202058e-1465.151677e-146
Chromosome 8105.35064291.338606e-102.007909e-10
Chromosome 968.72736294.518467e-055.648084e-05
Chromosome 101022.49360291.523983e-1961.142987e-195
Chromosome 113841.40256299e-411.687500e-40
Chromosome 12638.33760297.018861e-1162.632073e-115
Chromosome 1322.44144290.80146198.587092e-01
Chromosome 14261.97392292.393421e-394.223684e-39
Chromosome 151406.49360294.620494e-2781.386148e-276
Chromosome 16159.58440295.481479e-209.135798e-20
Chromosome 1789.76624293.95458e-085.158148e-08
Chromosome 18359.06496291.352814e-584.058442e-58
Chromosome 1945.03888290.029169123.500294e-02
Chromosome 2039.89616290.085649069.516562e-02
Chromosome 21113.61048295.827431e-129.201207e-12
Chromosome 22807.89616292.536467e-1511.268234e-150
Chromosome 23405.35064296.128377e-682.042792e-67
Chromosome 241784.25984299e-411.687500e-40
Chromosome 25807.89616292.536467e-1511.268234e-150
Chromosome 2639.89616290.085649069.516562e-02
Chromosome 271022.49360291.523983e-1961.142987e-195
Chromosome 281784.25984299e-411.687500e-40
Chromosome 291152.62328294.23368e-2246.350520e-223

Chi-squared (χ2) test: Which of the 24 conformation traits are over-represented in the QTLdb

Traits Total χ2 df p-values FDR * Size of χ2
Angularity 44.38866 23 0.004718947 5.960775e-03
Anogenital distance 34.55181 23 0.05758914 6.282452e-02
Body condition score 317.59773 23 1.251429e-53 1.001143e-52
Body form composite index 111.07437 23 1.629275e-13 4.887825e-13
Bone quality 77.07133 23 9.39894e-08 1.735189e-07
Conformation score 139.78025 23 1.017193e-18 4.068772e-18
Dairy capacity composite index 189.27126 23 4.204979e-28 2.522987e-27
Dairy form 109.54878 23 3.030724e-13 8.081931e-13
Dairy strength 53.91571 23 0.0002749408 3.665877e-04
Dairy type 356.69967 23 1.357314e-61 1.628777e-60
Ear length 37.99157 23 0.0255249 2.917131e-02
Ear size 387.76562 23 5.827052e-68 1.398492e-66
Hindquarter proportions 22.76443 23 0.4745954 4.952300e-01
Locomotion 64.61216 23 8.01432e-06 1.282291e-05
Loin strength 41.1002 23 0.01153373 1.384048e-02
Muscularity 65.89405 23 5.146179e-06 8.822021e-06
PTA type 61.37138 23 2.414518e-05 3.621777e-05
Presence of horns 99.82021 23 1.512148e-11 3.629155e-11
Rump angle 115.64452 23 2.510027e-14 8.605807e-14
Rump conformation 85.64252 23 3.784436e-09 8.256951e-09
Stature 80.91494 23 2.256007e-08 4.512014e-08
Structural soundness 59.45965 23 4.571636e-05 6.454074e-05
Tail circumference 21.94321 23 0.5236824 5.236824e-01
Tail length 174.51092 23 2.905117e-25 1.394456e-24

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=40478.338080
Number of traits:24 df=667
Number of QTLs:4,620 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