Abstract:
This study evaluated the relationship of secondary bioactive plant metabolite ion-features
(MIFs) of Moringa oleifera accessions with antimethanogenesis to identify potential MIFs that were
responsible for high and low methane inhibition from ruminants. Plant extracts from 12 Moringa
accessions were evaluated at a 50 mg/kg DM feed for gas production and methane inhibition.
Subsequently, the accessions were classified into low and high enteric methane inhibition groups.
Four of twelve accessions (two the lowest and two the highest methane inhibitors), were used
to characterize them in terms of MIFs. A total of 24 samples (12 from lower and 12 from higher
methane inhibitors) were selected according to their methane inhibition potential, which ranged
from 18% to 29%. Ultra-performance liquid chromatography-mass spectrometry (UPLC-MS) and
untargeted metabolomics with univariate and multivariate statistical analysis with MetaboAnalyst
were used in the study. Although 86 MIFs showed (p < 0.05) variation between higher and lower
methane inhibition groups and lay within the detection ranges of the UPLC-MS column, only 14 were
significant with the volcano plot. However, Bonferroni correction reduced the candidate MIFs to 10,
and their R2-value with methane production ranged from 0.39 to 0.64. Eventually, MIFs 4.44_609.1462
and MIF 4.53_433.1112 were identified as bioactive MIFs associated with higher methane inhibition,
whereas MIF 9.06_443.2317 and 15.00_487.2319 were associated with lower methane inhibition with
no significant effect on in vitro organic matter digestibility of the feed. These MIFs could be used by
plant breeders as potential markers to develop new M. oleifera varieties with high methane inhibition
characteristics. However, further investigation on identifying the name, structure, and detailed
biological activities of these bioactive metabolites needs to be carried out for future standardization,
commercialization, and application as dietary methane mitigation additives.
Description:
DATA AVAILABILITY STATEMENT : Data will be stored in the University of Pretoria repository, and access
to the data will be granted by making a reasonable request to the University of Pretoria or the
corresponding author.