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Table 1 Summary of the results in the literature for the prediction of the phenotype for complex traits using genotype and/or microbiome data

From: On the holobiont ‘predictome’ of immunocompetence in pigs

Species

Phenotypes

N

Host genotype

Microbiome

Results

Refs.

Cow

Methane emissions; rumen and blood metabolites; milk production efficiency

1016

120k SNPs

512 OTU

B > X

[15]

Cow

Milk fatty acid content

292

39k SNPs

3055 OTU

XB ~ X

[35]

Cow

Milk acetone and β-hydroxybutyric acid

277

436k SNPs

4226 OTU

B > X

[37]

Rabbit

Feed efficiency; growth

425

Pedigree

963 OTU

XB > X

[18]

Japanese quail

Feed intake; P utilization; body weight gain; feed efficiency

758

4k SNPs

1188 OTU

B > X

[22]

Pig

Daily gain; feed conversion; feed intake

207

52k SNPs

2714 OTU

B > X

[21]

Pig

Meat quality

1123

42k SNPs

1755 OTU

XB > X

[34]

Human

Dietary habits; anthropometric and blood measurements

715

545k SNPs

1.36 M genes (metagenomics)

XB > X

[36]

  1. N: Sample size
  2. B > X: performance using microbiome was larger than with genotypes only; XB > X: holobiont model was better than using genotypes only; XB ~ X: both models performed similarly