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. 2018 Oct 25;8:15828. doi: 10.1038/s41598-018-34190-4

Table 2.

The effect of dry period length (DPL), parity and energy balance (EB), on 10 milk metabolites and 5 milk production traits obtained through partial least squares analysis in lactation week 7. These 15 variables had a relatively high VIP score1 in week 7.

DPL Parity EB Two-way interaction
FCa P value FCb P value P value EB*DPL EB*Parity DPL*Parity
Milk metabolites
Acetylcholine 1.73 <0.01 1.07 0.94 0.15 NM2 NM NM
Carnitine 1.21 0.19 1.17 0.03 <0.01 NM NM NM
Choline 1.23 0.15 1.27 0.01 <0.01 NM NM NM
Citrulline 0.83 0.21 0.97 0.99 <0.01 <0.01 NM 0.03
Creatine 1.17 0.05 1.13 0.05 0.05 NM NM NM
Glycine 0.70 0.12 0.76 0.02 <0.01 <0.01 <0.01 NM
Pantothenic acid 1.32 <0.01 1.18 0.04 0.10 NM NM NM
Proline 0.88 0.35 0.85 0.22 0.02 NM NM NM
Serine 0.87 0.93 0.87 0.36 0.02 NM NM NM
Tyrosine 1.03 0.03 1.05 0.13 <0.01 0.02 <0.01 <0.01
Milk Production Traits
Fat (kg/d) 0.84 0.52 0.92 0.47 <0.01 NM NM NM
FPCM3 0.86 0.69 0.88 0.15 <0.01 0.02 NM NM
Lactose (kg/d) 0.82 0.86 0.85 0.03 <0.01 0.09 NM NM
Milk Yield (kg/d) 0.84 0.95 0.83 <0.01 <0.01 NM NM NM
Protein (kg/d) 0.91 0.25 0.89 0.08 <0.01 <0.01 NM NM

aFold change in the metabolite concentration (DPL 0/30).

bFold change in the metabolite concentration (parity 2/3).

1Variable importance in projection score in partial least squares analysis.

2NM: Not included in model.

3FPCM, fat- and protein-corrected milk production.