Relationships between odd- and branched-chain fatty acid profiles in milk and calculated enteric methane proportion for lactating dairy cattle

J. Castro Montoya, Aditya Bhagwat, N. Peiren, S. De Campeneere, B. De Baets, V. Fievez

Research output: Contribution to journalArticle

18 Citations (Scopus)

Abstract

The purpose of this study was to explore the relationships between odd- and branched-chain fatty acids (OBCFA) in milk with calculated enteric CH4 production for lactating dairy cows using multiple linear regression (MLR), partial least squares regression (PLS) and a genetic algorithm approach (GA). A dataset collected from 13 experiments containing 224 paired observations of measured acetate, propionate and butyrate proportions in rumen fluid VFA and 7 measured OBCFA was used. Methane proportion (mmol/mol VFA) was calculated from acetate, propionate and butyrate and expressed relative to the sum of these volatile fatty acids (VFA). Calculated CH4 production was related to milk OBCFA using MLR and PLS, resulting in a linear prediction model. The GA approach resulted in a model which predicted rumen VFA proportions of total VFA from milk OBCFA. Methane proportion was calculated from predicted acetate, propionate and butyrate proportions in total VFA based on rumen stoichiometry and compared with CH4 proportion calculated from measured VFA proportions. The prediction error was low (i.e., root mean square prediction error <5%), and models captured up to 66% of the variance in the data and the concordance correlation coefficient was close to 0.8. The variance of the prediction error was less than 40% of the variance of the calculated CH4 proportion. Seven milk OBCFA were initially considered as predictors, from which the branched-fatty acids iso C14:0, iso C15:0, iso C16:0 were positively related to calculated enteric CH4 production and the odd-fatty acids C15:0 and the sum of C17:0 and C17:1 cis-9 were negatively related to it. Relationships in this large data set identify the most relevant OBCFA in milk as potential predictors of rumen methanogenesis.This paper is part of the special issue entitled: Greenhouse Gases in Animal Agriculture - Finding a Balance between Food and Emissions, Guest Edited by T.A. McAllister, Section Guest Editors; K.A. Beauchemin, X. Hao, S. McGinn and Editor for Animal Feed Science and Technology, P.H. Robinson.

Original languageEnglish
Pages (from-to)596-602
Number of pages7
JournalAnimal Feed Science and Technology
Volume166-167
DOIs
Publication statusPublished - 23 Jun 2011
Externally publishedYes

Fingerprint

odd chain fatty acids
branched chain fatty acids
volatile fatty acids
methane
dairy cattle
fatty acid composition
milk
methane production
butyrates
propionates
rumen
prediction
acetates
least squares
forage and feed science
fatty acids
stoichiometry
greenhouse gases
rumen fluids
dairy cows

Keywords

  • Methane
  • Modelling
  • Odd- and branched-chain fatty acids (OBCFA)

ASJC Scopus subject areas

  • Animal Science and Zoology

Cite this

Relationships between odd- and branched-chain fatty acid profiles in milk and calculated enteric methane proportion for lactating dairy cattle. / Montoya, J. Castro; Bhagwat, Aditya; Peiren, N.; De Campeneere, S.; De Baets, B.; Fievez, V.

In: Animal Feed Science and Technology, Vol. 166-167, 23.06.2011, p. 596-602.

Research output: Contribution to journalArticle

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