Release 58
(Dec 29, 2025)

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:21
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 X3989.87988299e-411.588235e-40
Chromosome 1137.62371294.501844e-166.752766e-16
Chromosome 236.74055290.15297751.765125e-01
Chromosome 30.00021290.9983293258231159.983293e-01
Chromosome 4168.30639291.420760e-212.243305e-21
Chromosome 53738.16422299e-411.588235e-40
Chromosome 62400.09084299e-411.588235e-40
Chromosome 71075.24830291.05152e-2071.051520e-206
Chromosome 8111.16182291.486877e-112.124110e-11
Chromosome 9168.30639291.420760e-212.243305e-21
Chromosome 10757.68420298.558545e-1414.279272e-140
Chromosome 113738.16422299e-411.588235e-40
Chromosome 12347.56911292.740971e-567.475375e-56
Chromosome 13110.59335291.846431e-112.517860e-11
Chromosome 14303.74295291.477903e-473.694757e-47
Chromosome 15998.74950291.590269e-1919.541614e-191
Chromosome 1637.06857290.14447841.765125e-01
Chromosome 170.67809290.9983293258231159.983293e-01
Chromosome 18276.16575294.018832e-429.274228e-42
Chromosome 190.00021290.9983293258231159.983293e-01
Chromosome 2036.74055290.15297751.765125e-01
Chromosome 2147.58789290.016211232.114508e-02
Chromosome 22496.76151291.331676e-864.438920e-86
Chromosome 23378.42672291.710106e-625.130318e-62
Chromosome 241419.62415297.376124e-2812.212837e-279
Chromosome 25552.39702294.604803e-981.726801e-97
Chromosome 260.17514290.9983293258231159.983293e-01
Chromosome 27610.98492293.38774e-1101.451889e-109
Chromosome 281158.24240292.722728e-2254.084092e-224
Chromosome 291050.60165291.730122e-2021.297591e-201

Chi-squared (χ2) test: Which of the 21 conformation traits are over-represented in the QTLdb

Traits Total χ2 df p-values FDR * Size of χ2
Angularity 43.99169 20 0.001508793 1.980291e-03
Anogenital distance 33.33746 20 0.03097182 3.252041e-02
Body condition score 160.36983 20 6.370333e-24 6.688850e-23
Body form composite index 40.8008 20 0.003950875 4.880493e-03
Bone quality 70.05448 20 1.784441e-07 4.163696e-07
Conformation score 131.26541 20 2.255697e-18 9.473927e-18
Dairy capacity composite index 138.57619 20 9.421473e-20 6.595031e-19
Dairy form 100.63998 20 9.674477e-13 3.386067e-12
Ear length 35.70273 20 0.01666550 1.841976e-02
Ear size 392.59815 20 7.001138e-71 1.470239e-69
Hindquarter proportions 21.07438 20 0.3927663 3.927663e-01
Locomotion 61.62364 20 3.981408e-06 8.360957e-06
Loin strength 36.81349 20 0.01231924 1.437245e-02
Muscularity 59.49774 20 8.515152e-06 1.490152e-05
PTA type 47.19981 20 0.0005502703 7.703784e-04
Presence of horns 93.85986 20 1.555232e-11 4.665696e-11
Rump angle 134.5311 20 5.477569e-19 2.875724e-18
Rump conformation 83.11887 20 1.152938e-09 3.026462e-09
Stature 59.71856 20 7.872337e-06 1.490152e-05
Strength 50.00192 20 0.0002213365 3.320047e-04
Structural soundness 57.53883 20 1.699908e-05 2.746005e-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=24147.480210
Number of traits:21 df=580
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.

 

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