Release 57
(Aug 26, 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 milk composition - other traits:29
Number of QTL / associations found:2,699
Number of chromosomes where QTL / associations are found:30

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

Chromosomes Total χ2 df p-values FDR * Size of χ2
Chromosome X2382.19079299e-411.227273e-40
Chromosome 12498.10495299e-411.227273e-40
Chromosome 221963.84165299e-411.227273e-40
Chromosome 3155.54092292.942288e-193.530746e-19
Chromosome 41533.18592294.557967e-3051.367390e-303
Chromosome 55.24378290.99999979.999997e-01
Chromosome 671215.36148299e-411.227273e-40
Chromosome 7170.02468296.88876e-228.985339e-22
Chromosome 8416.98143292.671507e-705.724658e-70
Chromosome 9371.89658293.544454e-617.088908e-61
Chromosome 10104.05229292.175887e-102.510639e-10
Chromosome 11156.48632291.987884e-192.484855e-19
Chromosome 1272.20478291.504966e-051.612464e-05
Chromosome 1392.79188291.345444e-081.494938e-08
Chromosome 1421295.86406299e-411.227273e-40
Chromosome 15804.77987291.143726e-1503.812420e-150
Chromosome 16870.49474291.768441e-1647.579033e-164
Chromosome 17681.08675298.755165e-1252.387772e-124
Chromosome 181402.70216292.966102e-2772.966102e-276
Chromosome 19837.31497291.679543e-1576.298286e-157
Chromosome 20651.77500291.122323e-1182.805808e-118
Chromosome 211278.02043291.003543e-2507.526573e-250
Chromosome 221623.39854299e-411.227273e-40
Chromosome 231623.39854299e-411.227273e-40
Chromosome 24623.10821291.028439e-1122.373321e-112
Chromosome 252.96583290.9983293258231159.999997e-01
Chromosome 261445.55198292.206152e-2863.309228e-285
Chromosome 27973.90178292.816319e-1861.408160e-185
Chromosome 28741.64397291.951572e-1375.854716e-137
Chromosome 291046.06335291.578426e-2019.470556e-201

Chi-squared (χ2) test: Which of the 29 milk composition - other traits are over-represented in the QTLdb

Traits Total χ2 df p-values FDR * Size of χ2
Milk acetone content 70.10817 28 1.797337e-05 2.606139e-05
Milk acidity/alkalinity 65.67761 28 7.30479e-05 9.629041e-05
Milk beta-hydroxybutyrate content 96.75605 28 1.688762e-09 2.720783e-09
Milk calcium content 299.36748 28 3.275879e-47 1.055561e-46
Milk cholesterol content 127.62965 28 1.127518e-14 2.335573e-14
Milk citrate content 63.98919 28 0.0001229624 1.550395e-04
Milk copper content 66.17459 28 6.257395e-05 8.641165e-05
Milk energy yield 105.01052 28 7.687301e-11 1.311363e-10
Milk glycerophosphocholine content 899.05091 28 3.004804e-171 2.178483e-170
Milk glycerophosphocholine to phosphocholine ratio 727.54624 28 3.369904e-135 1.954544e-134
Milk iodine content 94.71403 28 3.579086e-09 5.462815e-09
Milk iron content 376.4648 28 1.146443e-62 4.155856e-62
Milk lactose content 194.94736 28 6.171208e-27 1.789650e-26
Milk lactose yield 60.58945 28 0.0003422662 3.970288e-04
Milk magnesium content 151.556 28 6.459076e-19 1.440871e-18
Milk manganese content 189.78571 28 5.77406e-26 1.522252e-25
Milk mid-infrared spectra 115.39878 28 1.414555e-12 2.734806e-12
Milk phosphocholine level 61.82129 28 0.0002371393 2.865433e-04
Milk phosphorus content 1253.80199 28 2.083287e-246 6.041532e-245
Milk potassium content 1203.77263 28 8.973652e-236 8.674530e-235
Milk riboflavin content 548.34503 28 7.070247e-98 3.417286e-97
Milk selenium content 422.7756 28 4.514676e-72 1.870366e-71
Milk sodium content 55.97539 28 0.001295274 1.444729e-03
Milk solids percentage 110.42208 28 9.72358e-12 1.762399e-11
Milk solids yield 28.28939 28 0.4491939 4.652365e-01
Milk vitamin B-12 content 163.21493 28 4.906101e-21 1.185641e-20
Milk zinc content 1224.11281 28 4.271666e-240 6.193916e-239
Non-fat milk solids 32.9715 28 0.2367955 2.543359e-01
Non-fat milk solids percentage 6.77809 28 0.9999869 9.999869e-01

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=137039.977630
Number of traits:29 df=812
Number of QTLs:2,699 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.

 

© 2003-2025: USA · USDA · NRPSP8 · Program to Accelerate Animal Genomics Applications. Contact: Bioinformatics Team