Skip to main content
Indian Journal of Microbiology logoLink to Indian Journal of Microbiology
. 2022 Apr 19;62(3):468–471. doi: 10.1007/s12088-022-01016-x

Influence of Parity on the Colostrum Bacterial Community Composition in Holstein Cows

J S Silva 1, D R G Lopes 1, S M Moreira 1, T G R Veloso 1, C B P Bento 1,2, P P Rotta 3, H C Mantovani 1,4,
PMCID: PMC9375802  PMID: 35974912

Abstract

The colostrum bacteriome of primiparous (P) and multiparous (M) Holstein cows was analysed by 16S rRNA sequencing. The species richness (Chao 1), diversity (Shannon and Simpson), and beta diversity did not differ between cow groups. The phyla Firmicutes, Tenericutes, Kiritimatiellaeota, and Fibrobacteres were more abundant in M cows, while Proteobacteria, Actinobacteria, Cloacimonetes, and Fusobacteria were more abundant in P cows. At the genus level, no significant differences were observed between groups (P < 0.05), and Prevotella_1 was the most abundant taxon. P and M cows shared 1030 taxonomic operational units (OTUs), with Acinetobacter showing greater abundance. In conclusion, parity did not affect the colostrum bacteriome of P and M cows and a healthy mammary gland could represent a reservoir of Acinetobacter in dairy farms.

Supplementary Information

The online version contains supplementary material available at 10.1007/s12088-022-01016-x.

Keywords: Colostrum, Microbiota, Multiparous, Primiparous, 16S rRNA sequencing


Dairy calf rearing systems face several challenges during the period from birth to weaning [1]. Specifically, colostrum feeding to neonatal calves plays an important role in the nutrition, growth and health of young ruminants [2]. Colostrum intake promotes the development of the immune system of neonatal calves [3] due to several bioactive compounds with immunological properties [4]. Delaying the first feeding of colostrum affects the establishment of ileum and colon mucosa-associated bacteria potentially affecting the gut health in calves [5].

Nutritional quality of colostrum may vary according to the breed, nutrition, production systems, and cow parities [68]. First-calf heifers can produce colostrum of lower nutritional quality and lower abundance of immunoglobulins [9, 10] and fats postpartum [9]. Dairy calves from primiparous (P) cows can also be more susceptible to diseases and have inferior reproductive traits in adult life compared to calves born from multiparous (M) cows [9, 11]. Nevertheless, there is a knowledge gap on parity influence on colostrum bacteriomes of dairy cows. Here, we examine the hypothesis that parity affects the diversity of colostrum bacteriomes in dairy cows. The bacterial composition of colostrum from P and M Holstein cows was characterised through next-generation sequencing to identify opportunities for improving the nutrition and health of calves.

Colostrum samples collected from P and M cows (Explained in Data S1 and S2) generated 1,207,628 raw 16S rRNA sequences with an average size of 240 bp. The Good’s coverage was > 99%, indicating sufficient sampling effort to cover the existing diversity (Table S1). Beta diversity analysis inferred from the Bray–Curtis dissimilarity index (Explained in Data S3) showed no significant differences (ANOSIM, P = 0.66) between the colostrum bacterial communities of both cow groups (Fig. S1). Similarly, within-sample (alpha) diversity metrics of species richness (Chao 1) and diversity (Shannon and Simpson) of the colostrum bacterial communities did not differ between cow groups (Fig. S2). These results partially contrast what was reported by Lima et al. [12], who observed a greater richness of bacterial species (Chao1) in Holstein cows at first calving compared to the M cows [12]. However, in the current study, intramammary antibiotic therapy was not used during the dry period, and composite colostrum samples were collected within 72 h after parturition.

After taxonomic assignment of the OTUs, sequences were classified into 35 phyla, 90 classes, 227 orders, 438 families, and 1044 genera across colostrum samples of P and M cows. The most abundant phyla in the P colostrum samples were Firmicutes (32.97 ± 9.10%), Bacteroidetes (24.33 ± 3.54%), Proteobacteria (23.88 ± 9.99%), and Actinobacteria (7.65 ± 2.84%). The colostrum bacterial community in M cows was represented mainly by Firmicutes (40.0 ± 7.23%), Bacteroidetes (26.23 ± 3.57%), Proteobacteria (15.99 ± 7.00%), and Actinobacteria (5.84 ± 2.56%). The phyla Firmicutes, Tenericutes, Kiritimatiellaeota, and Fibrobacteres were more abundant (White's non-parametric t-test, P < 0.05) in M when compared to P, while Proteobacteria, Actinobacteria, Cloacimonetes, and Fusobacteria were more abundant (White's non-parametric t-test, P < 0.05) in P than M cows (Fig. 1).

Fig. 1.

Fig. 1

Bacterial composition at the phylum level of the bacterial communities in the colostrum of primiparous (P) and multiparous (M). Each bar represent the relative abundance of bacterial taxa for individual animals in each group. “Others” corresponds to the phyla with < 0.5% relative abundance

At the family level, the colostrum of P cows showed 34 families with a relative abundance ≥ 0.5%. The most abundant families were Lachnospiraceae (10.22 ± 4.10%), Ruminococcaceae (9.95 ± 3.20%), Prevotellaceae (7.07 ± 4.13%), Moraxellaceae (4.2 ± 5.34%), Weeksellaceae (2.48 ± 2.98%), Chritensenellaceae (2.48 ± 1.04%), Rikenellaceae (2.33 ± 1.33%), Burkholderiaceae (1.98 ± 1.17%), Flavobacteriaceae (1.96 ± 1.27%) and Pseudomonadaceae (1.63 ± 1.70%) (Fig. S3). Our results confirmed Lachnospiraceae and Ruminococcaceae as the most abundant families in the colostrum of P and M cows [12, 13]. Members of the Ruminococcaceae and Lachnospiraceae families have been positively correlated with the diversity metrics within the microbiota of teat canal and mammary secretions (milk and colostrum) [14]. These taxa are potential taxonomic markers of a healthy udder and could serve as candidates to develop diagnostic tools for mammary gland health [13, 15].

At the genus level, the taxonomic classification resulted in a high proportion of unclassified sequences (22.5 ± 3.15% in P cows and 21.37 ± 3.23% in M cows). The most abundant genera (> 1.0%) in P and M were, respectively, Prevotella_1 (4.21 and 5.87%), Christensenellaceae_R-7_group (2.62 and 3.46%), Rikenellaceae_RC9_gut_group (2.06 and 3.17%), Mollicutes_RF39_ge (1.67 and 2.29%), F082_ge (1.41 and 2.07%), Acinetobacter (3.49 and 1.62%) and Ruminococcaceae_UCG-014 (1.09 and 1.36%) (Table S2). Prevotella is metabolically versatile and considered one of the most abundant genus in the rumen environment [16, 17]. The genus is found during the early colonisation of the calves' gastrointestinal tract (2 weeks of age) and plays a role in the transition to a fibre-rich diet during pre-weaning [6, 18]. However, the origins of the colostrum and bovine milk microbiota are not well understood. An endogenous or entero-mammary pathway for translocation of bacteria from the intestine to the mammary gland has been suggested [19]. If confirmed, this hypothesis may explain the presence of anaerobic bacteria such as Prevotella and Ruminococccus in the colostrum of dairy cows, thus emphasising the importance of maintaining a healthy rumen microbiome in pregnant heifers and cows.

Our findings also indicate a high abundance of Acinetobacter (approximately 2.6%) in the colostrum of P and M cows. Thus, the mammary gland could be an important reservoir of this bacterial taxon in dairy farms. Some Acinetobacter, particularly Acinetobacter baumannii, carry resistance genes to multiple antibiotics [20] and are often associated with clinical samples of patients that develop nosocomial infections caused by multidrug-resistant (MDR) bacteria [21]. The genus Acinetobacter is widely distributed in the environment [22] and can be isolated from animal faeces, soil [22], and the colostrum of dairy cows [12, 23].

After data normalisation, 2777 OTUs were identified in the colostrum samples from both P and M cows. Among these, 1030 OTUs were shared between cow groups, while 797 OTUs were unique to first-calf heifers and 950 were only observed in M cows (Fig. S4). The ten most abundant OTUs in the colostrum of P cows ranged from 1.06% to 5.13%, while in M cows the most abundant OTUs varied from 0.98% to 3.94%. Among the 10 most abundant OTUs shared between P and M cows, four belong to the genus Acinetobacter, with relative abundances ranging from 0.98% (M) to 5.13% (P) (Table 1).

Table 1.

Taxonomic classifications and mean relative abundance (%) of the 10 most abundant shared OTUs between primiparous and multiparous cows

OTUs Taxonomy Primiparous (%) SD Multiparous (%) SD P value P value (corrected)
Otu00001 Escherichia-Shigella 1.06 0.651 1.46 1.447 0.526 1
Otu00002 Acinetobacter 5.13 8.084 3.94 6.311 0.771 1
Otu00006 Chryseobacterium 4.53 6.046 3.26 5.513 0.680 1
Otu00007 Enterobacteriaceae (unclassified) 1.13 1.321 1.22 1.596 0.908 1
Otu00008 Acinetobacter 4.61 4.348 1.28 1.953 0.098 0.98
Otu00010 Saprospiraceae (uncultured) 3.49 4.088 3.30 5.163 0.921 0.921
Otu00011 Acinetobacter 2.82 2.417 1.48 2.073 0.271 1
Otu00019 Membranicola 2.03 1.764 1.35 1.276 0.377 1
Otu00022 Acinetobacter 1.89 2.832 0.98 1.251 0.489 1
Otu00031 Actinomarinales (uncultured) 1.09 0.759 1.14 0.638 0.883 1

Values represent mean and standard deviation

The association between Acinetobacter and dysbiosis of the udder microbiota or calf health has been poorly explored. Considering that parity number also increases the likelihood of dairy cows receiving antibiotic therapy [12, 24], the effects of parity on the abundance of antibiotic resistance genes in the microbiota of mammary secretions (milk and colostrum) should also be addressed in future studies. Additionally, monitoring the species of Acinetobacter, as well as MDR bacteria potentially circulating in dairy farms could be useful to guide antimicrobial stewardship programs in dairy production and the development of prophylactic/control strategies within the One Health concept [25].

Supplementary Information

Below is the link to the electronic supplementary material.

Funding

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq; Brasília, Brasil) (Grant 142496/2014-6), Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES; Brasília, Brasil, Grant number 0001), Fundação de Amparo à Pesquisa do Estado de Minas Gerais (FAPEMIG; Belo Horizonte, Brasil) e INCT Ciência Animal.

Data Availability

All data generated or analysed during this study are included in this published article.

Code Availability

Not applicable.

Declarations

Conflict of interest

The authors declare that there are no conflicts of interest in this manuscript.

Consent for publication

Not applicable.

Ethical approval

All procedures for handling the animals were conducted in accordance with current legislation and the recommendations of the Ethics Committee on the use of food animals (CEUAP-UFV) at the Universidade Federal de Viçosa, where the project was approved under the protocol number 062/2016.

Consent to participate

Not applicable.

Footnotes

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

References

  • 1.Cho Y-i, Yoon K-J. An overview of calf diarrhea-infectious etiology, diagnosis, and intervention. J Vet Sci. 2014;15:1–17. doi: 10.4142/jvs.2014.15.1.1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Hammon HM, Liermann W, Frieten D, Koch C. Review: Importance of colostrum supply and milk feeding intensity on gastrointestinal and systemic development in calves. Animal. 2020;14:s133–s143. doi: 10.1017/S1751731119003148. [DOI] [PubMed] [Google Scholar]
  • 3.Mulder IE, Schmidt B, Lewis M, Delday M, Stokes CR, Bailey M, Aminov RI, Gill BP, Pluske JR, Mayer C-D, Kelly D. Restricting microbial exposure in early life negates the immune benefits associated with gut colonization in environments of high microbial diversity. PLoS ONE. 2011;6:e28279–e28279. doi: 10.1371/journal.pone.0028279. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Puppel K, Gołębiewski M, Grodkowski G, Slósarz J, Kunowska-Slósarz M, Solarczyk P, Łukasiewicz M, Balcerak M, Przysucha T. Composition and factors affecting quality of bovine colostrum: a Review. Animals. 2019;9:1070. doi: 10.3390/ani9121070. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Ma T, O'Hara E, Song Y, Fischer AJ, He Z, Steele MA, Guan LL. Altered mucosa-associated microbiota in the ileum and colon of neonatal calves in response to delayed first colostrum feeding. J Dairy Sci. 2019;102:7073–7086. doi: 10.3168/jds.2018-16130. [DOI] [PubMed] [Google Scholar]
  • 6.Jaster EH. Evaluation of quality, quantity, and timing of colostrum feeding on immunoglobulin G1 absorption in Jersey calves. J Dairy Sci. 2005;88:296–302. doi: 10.3168/jds.S0022-0302(05)72687-4. [DOI] [PubMed] [Google Scholar]
  • 7.Godden S. Colostrum management for dairy calves. Vet Clin North Am Small Anim Pract. 2008;24:19–39. doi: 10.1016/j.cvfa.2007.10.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Wang M, Ikeda S, Yoshioka H, Nagase H, Kitamura S, Itoyama E, Murakami H, Sugimoto M, Kume S. Relationships between immunoglobulin and fat-soluble vitamins in colostrum of Japanese Black multiparous cows. Anim Sci J. 2015;86:673–678. doi: 10.1111/asj.12351. [DOI] [PubMed] [Google Scholar]
  • 9.Uetake K. Newborn calf welfare: a review focusing on mortality rates. Anim Sci J. 2013;84:101–105. doi: 10.1111/asj.12019. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Aydogdu U, Guzelbektes H. Effect of colostrum composition on passive calf immunity in primiparous and multiparous dairy cows. Vet Med. 2018;63:1–11. doi: 10.17221/40/2017-VETMED. [DOI] [Google Scholar]
  • 11.Curtis G, Argo CM, Jones D, Grove-White D. The impact of early life nutrition and housing on growth and reproduction in dairy cattle. PLoS ONE. 2018;13:e0191687. doi: 10.1371/journal.pone.0191687. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Lima SF, Teixeira AG, Lima FS, Ganda EK, Higgins CH, Oikonomou G, Bicalho RC. The bovine colostrum microbiome and its association with clinical mastitis. J Dairy Sci. 2017;100:3031–3042. doi: 10.3168/jds.2016-11604. [DOI] [PubMed] [Google Scholar]
  • 13.Falentin H, Rault L, Nicolas A, Bouchard DS, Lassalas J, Lamberton P, Aubry J, Marnet P, Le Loir Y, Even S. Bovine teat microbiome analysis revealed reduced alpha diversity and significant changes in taxonomic profiles in quarters with a history of mastitis. Front Microbiol. 2016;7:480. doi: 10.3389/fmicb.2016.00480. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Derakhshani H, Plaizier JC, De Buck J, Barkema HW, Khafipour E. Composition of the teat canal and intramammary microbiota of dairy cows subjected to antimicrobial dry cow therapy and internal teat sealant. J Dairy Sci. 2018;101:10191–10205. doi: 10.3168/jds.2018-14858. [DOI] [PubMed] [Google Scholar]
  • 15.Rault L, Lévêque P-A, Barbey S, Launay F, Larroque H, Le Loir Y, Germon P, Guinard-Flament J, Even S. Bovine teat cistern microbiota composition and richness are associated with the immune and microbial responses during transition to once-daily milking. Front Microbiol. 2020;11:3202. doi: 10.3389/fmicb.2020.602404. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Stevenson DM, Weimer PJ. Dominance of Prevotella and low abundance of classical ruminal bacterial species in the bovine rumen revealed by relative quantification real-time PCR. Appl Microbiol Biotechnol. 2007;75:165–174. doi: 10.1007/s00253-006-0802-y. [DOI] [PubMed] [Google Scholar]
  • 17.Myer PR, Smith TPL, Wells JE, Kuehn LA, Freetly HC. Rumen microbiome from steers differing in feed efficiency. PLoS ONE. 2015;10:e0129174. doi: 10.1186/s40064-015-1201-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Meale SJ, Li S, Azevedo P, Derakhshani H, Plaizier JC, Khafipour E, Steele MA. Development of ruminal and fecal microbiomes are affected by weaning but not weaning strategy in dairy calves. Front Microbiol. 2016;7:582. doi: 10.3389/fmicb.2016.00582. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Addis MF, Tanca A, Uzzau S, Oikonomou G, Bicalho RC, Moroni P. The bovine milk microbiota: insights and perspectives from -omics studies. Mol Biosyst. 2016;12:2359–2372. doi: 10.1039/C6MB00217J. [DOI] [PubMed] [Google Scholar]
  • 20.Zarrilli R, Pournaras S, Giannouli M, Tsakris A. Global evolution of multidrug-resistant Acinetobacter baumannii clonal lineages. Int J Antimicrob Agents. 2013;41:11–19. doi: 10.1016/j.ijantimicag.2012.09.008. [DOI] [PubMed] [Google Scholar]
  • 21.Van Der Kolk JH, Endimiani A, Graubner C, Gerber V, Perreten V. Acinetobacter in veterinary medicine, with an emphasis on Acinetobacter baumannii. J Glob Antimicrob Resist. 2019;16:59–71. doi: 10.1016/j.jgar.2018.08.011. [DOI] [PubMed] [Google Scholar]
  • 22.Choi JY, Kim Y, Ko EA, Park YK, Jheong WH, Ko G, Ko KS. Acinetobacter species isolates from a range of environments: species survey and observations of antimicrobial resistance. Diagn Microbiol Infect Dis. 2012;74:177–180. doi: 10.1016/j.diagmicrobio.2012.06.023. [DOI] [PubMed] [Google Scholar]
  • 23.Kröger C, Schauer K, Clerkin SR, Märtlbauer E, Fleming AB. Draft genome sequence and annotation of Acinetobacter junii MHI21018, isolated from bovine colostrum. Microbiol Resour Announc. 2019;8:e01700–e1718. doi: 10.1128/MRA.01700-18. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Oikonomou G, Addis MF, Chassard C, Nader-Macias MEF, Grant I, Delbès C, Bogni CI, Le Loir Y, Even S. Milk microbiota: what are we exactly talking about? Front Microbiol. 2020;11:60. doi: 10.3389/fmicb.2020.00060. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Evans BA, Hamouda A, Amyes SG. The rise of carbapenem-resistant Acinetobacter baumannii. Curr Pharm Des. 2013;19:223–238. doi: 10.2174/1381612811306020223. [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Data Availability Statement

All data generated or analysed during this study are included in this published article.

Not applicable.


Articles from Indian Journal of Microbiology are provided here courtesy of Springer

RESOURCES