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 milk composition - other traits:29
Number of QTL / associations found:2,708
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 X2390.87368299e-411.227273e-40
Chromosome 12472.86190299e-411.227273e-40
Chromosome 221840.55685299e-411.227273e-40
Chromosome 3159.28714296.204048e-207.755060e-20
Chromosome 41541.41351298.007738e-3072.402321e-305
Chromosome 57.19780290.99998779.999877e-01
Chromosome 673016.60397299e-411.227273e-40
Chromosome 7173.91590291.330665e-221.735650e-22
Chromosome 8422.55755291.965208e-714.211160e-71
Chromosome 9377.23693292.971831e-625.943662e-62
Chromosome 10107.19850296.682283e-117.710327e-11
Chromosome 11151.74801291.411778e-181.694134e-18
Chromosome 1274.87887296.337379e-066.790049e-06
Chromosome 1395.78294294.573454e-095.081616e-09
Chromosome 1421175.57003299e-411.227273e-40
Chromosome 15811.76597293.907113e-1521.302371e-151
Chromosome 16877.64759295.523766e-1662.367328e-165
Chromosome 17687.71267293.631236e-1269.903371e-126
Chromosome 181410.78504295.631835e-2795.631835e-278
Chromosome 19844.38546295.483194e-1592.056198e-158
Chromosome 20658.30580294.900524e-1201.225131e-119
Chromosome 211285.93946292.080174e-2521.560131e-251
Chromosome 221631.71197299e-411.227273e-40
Chromosome 231631.71197299e-411.227273e-40
Chromosome 24629.54128294.734517e-1141.092581e-113
Chromosome 252.40033290.9983293258231159.999877e-01
Chromosome 261453.68532294.077108e-2886.115662e-287
Chromosome 27981.28953297.756515e-1883.878258e-187
Chromosome 28748.45404297.3289e-1392.198670e-138
Chromosome 291017.12193292.082586e-1951.249552e-194

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 69.9597 28 1.885302e-05 2.877566e-05
Milk acidity/alkalinity 65.94267 28 6.726597e-05 9.289110e-05
Milk beta-hydroxybutyrate content 97.08869 28 1.493496e-09 2.547728e-09
Milk calcium content 300.51037 28 1.94317e-47 6.261326e-47
Milk cholesterol content 128.1601 28 9.118332e-15 1.888797e-14
Milk citrate content 64.20421 28 0.0001151228 1.451548e-04
Milk copper content 66.43857 28 5.762026e-05 8.354938e-05
Milk energy yield 65.56143 28 7.57319e-05 9.982841e-05
Milk glycerophosphocholine content 902.22224 28 6.441773e-172 4.670285e-171
Milk glycerophosphocholine to phosphocholine ratio 730.09344 28 9.866799e-136 5.722743e-135
Milk iodine content 95.04654 28 3.168257e-09 5.104414e-09
Milk iron content 376.93085 28 9.227765e-63 3.345065e-62
Milk lactose content 193.93493 28 9.575452e-27 2.776881e-26
Milk lactose yield 60.73575 28 0.0003277507 3.801908e-04
Milk magnesium content 152.07475 28 5.206206e-19 1.161384e-18
Milk manganese content 190.42856 28 4.372736e-26 1.152812e-25
Milk mid-infrared spectra 115.49526 28 1.362347e-12 2.633871e-12
Milk phosphocholine level 62.04746 28 0.0002215781 2.677402e-04
Milk phosphorus content 1258.53727 28 2.049954e-247 5.944867e-246
Milk potassium content 1188.88757 28 1.303439e-232 1.259991e-231
Milk riboflavin content 551.8105 28 1.356286e-98 6.555382e-98
Milk selenium content 424.23205 28 2.278674e-72 9.440221e-72
Milk sodium content 56.01257 28 0.001281831 1.429735e-03
Milk solids percentage 110.76155 28 8.532076e-12 1.546439e-11
Milk solids yield 27.94098 28 0.4675786 4.842778e-01
Milk vitamin B-12 content 163.77128 28 3.880328e-21 9.377459e-21
Milk zinc content 1229.56196 28 2.96732e-241 4.302614e-240
Non-fat milk solids 33.07982 28 0.2328177 2.500635e-01
Non-fat milk solids percentage 6.80404 28 0.9999863 9.999863e-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=138680.141940
Number of traits:29 df=812
Number of QTLs:2,708 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