Comparison between indicine and taurine cattle DNA methylation reveals epigenetic variation associated to differences in morphological adaptive traits.
EPIGENETICS
2023, VOL. 18, NO. 1, 2163363
https://doi.org/10.1080/15592294.2022.2163363
RESEARCH PAPER
Comparison between indicine and taurine cattle DNA methylation reveals
epigenetic variation associated to differences in morphological adaptive traits
E. Capraa#, B. Lazzaria#, M. Milanesib,c,d, G. P. Nogueirab, J. f. Garciab,c, Y.T. Utsunomiyab, P. Ajmone-Marsan
and A. Stellaa
e
,
a
Institute of Agricultural Biology and Biotechnology, National Research Council IBBA CNR, Lodi, Italy; bSchool of Veterinary Medicine,
Araçatuba, Department of Production and Animal Health, São Paulo State University (Unesp), Araçatuba, Brazil; cInternational Atomic Energy
Agency, Collaborating Centre on Animal Genomics and Bioinformatics, Araçatuba, Brazil; dDepartment for Innovation in Biological, AgroFood and Forest Systems (DIBAF), University of Tuscia, Viterbo, Italy; eDepartment of Animal Science, Food and Nutrition – DIANA, and
Nutrigenomics and Proteomics Research Center – PRONUTRIGEN, Università Cattolica del Sacro Cuore, Piacenza, Italy
ABSTRACT
Indicine and taurine subspecies present distinct morphological traits as a consequence of envir
onmental adaptation and artificial selection. Although the two subspecies have been character
ized and compared at genome-wide level and at specific loci, their epigenetic diversity has not yet
been explored. In this work, Reduced Representation Bisulphite Sequencing (RRBS) profiling of the
taurine Angus (A) and indicine Nellore (N) cattle breeds was applied to identify methylation
differences between the two subspecies. Genotyping by sequencing (GBS) of the same animals
was performed to detect single nucleotide polymorphisms (SNPs) at cytosines in CpG dinucleo
tides and remove them from the differential methylation analysis. A total of 660,845 methylated
cytosines were identified within the CpG context (CpGs) across the 10 animals sequenced (5 N and
5 A). A total of 25,765 of these were differentially methylated (DMCs). Most DMCs clustered in CpG
stretches nearby genes involved in cellular and anatomical structure morphogenesis. Also,
sequences flanking DMC were enriched in SNPs compared to all other CpGs, either methylated
or unmethylated in the two subspecies. Our data suggest a contribution of epigenetics to the
regulation and divergence of anatomical morphogenesis in the two subspecies relevant for cattle
evolution and sub-species differentiation and adaptation.
Introduction
Modern day cattle belong either to the taurine or
the indicine sub-species, which derive from inde
pendent domestication events. European taurine
breeds are characterized by excellent carcass and
meat quality or high milk production potential,
but are poorly adapted to harsh environments
[1,2]. Indicine breeds are more adapted to tropical
wet/dry semi-arid, arid and hot environments and
to parasites, and possess distinct morphological
traits such as a hump, large ears, and excess
skin [3,4].
Although the two cattle subspecies have been
deeply characterized for genetic differences at the
genome-wide level and at specific loci, phenotypic
differences between them can only partially be
explained by genomic variants [5–8]. The non-
ARTICLE HISTORY
Received 04 October 2022
Revised 30 November 2022
Accepted 21 December 2022
KEYWORDS
Methylation; bovine;
evolution; adaptation; breed;
cattle; epigenetic; species
genetic proportion of phenotypic variation has
been defined as phenotypic plasticity and can in
part be attributed to epigenetic variation, standing
at a cross-road between genetic and environmental
variance [9,10]. This effect was largely described in
asexually reproducing invertebrates and in some
vertebrates [11]. Epigenetic variation was also pro
posed as a mechanism triggered by animal domes
tication able to shape phenotypic features of
domesticated animals in very short time scales
[12]. Literature data on dogs and grey wolves
reported specific differences in methylation pat
terns between the two species, suggesting that epi
genetic mechanisms might play an important role
in early steps of domestication [13]. Epigenetic
variation has a higher plasticity than genetic varia
tion and can cope better with environmental
CONTACT P. Ajmone-Marsan
Department of Animal Science, Food and Nutrition – DIANA, and Nutrigenomics and
Proteomics Research Center – PRONUTRIGEN, Università Cattolica del Sacro Cuore, Piacenza, Italy
#
co-first author
Supplemental data for this article can be accessed online at https://doi.org/10.1080/15592294.2022.2163363
© 2023 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group.
This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted
use, distribution, and reproduction in any medium, provided the original work is properly cited.
2
E. CAPRA ET AL.
fluctuations [14]. However, the contribution of
epigenetic variation in explaining the missing her
itability of phenotypic traits is not well under
stood, because transgenerational transmission,
persistence over time and stabilization within the
livestock genome are still to be explored [14].
In farming, behaviour, diet, stress, and environ
mental variation have a strong impact on the ani
mal epigenome [15,16]. In pigs and sheep, the
impact has been reported to persist along multiple
generations [17,18]. Recently, we reported gen
ome-wide DNA methylation changes in blood
samples from indicine (Nellore) and taurine
(Angus) breeds under heat stress [19]. After
a stressful period, Nellore showed methylation
changes in genes related to cellular defence and
stress response, whereas Angus (A) response was
less focused. The overall methylation profiles in
Nellore (N) and A animals showed remarkable
diversity between the two subspecies that was
independent of the environmental challenge and
presumably related to their origin, breed charac
teristics, and polymorphisms at CpG islands [19].
In pigs, epigenome-wide muscle profiling has been
reported to show important differences across
breeds, probably as a result of long-term selection
for quantitative traits, involving a very high num
ber of genes [20]. While in the previous investiga
tion [19], differential methylated regions (DMRs)
were identified comparing individual breeds across
environmental conditions, here we use Reduced
Representation Bisulphite Sequencing (RRBS)
data from N and A animals, to identify cytosines
and regions differentially methylated between
breeds and to investigate the potential role played
by epigenetics in subspecies domestication. The
same animals have also been fully sequenced to
distinguish differential methylation signals from
polymorphisms at CpG dinucleotides, to focus on
epigenetic differences while getting rid of the bias
generated by genetic differences existing between
the two subspecies.
Materials and methods
Animal sampling
A total of 5 N and 5 A healthy you (...truncated)