ArticleBMC veterinary research2016
RNA-Sequencing for profiling goat milk transcriptome in colostrum and mature milk.
Article in BMC veterinary research, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 1 of them a synthesis that pooled it.
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Who cites it
36 citing papers in PubMed, 1 synthesis or guideline pooled it, 59 citations in OpenAlex.
- Weighted gene co-expression network analysis identifies modules and functionally enriched pathways in the lactation process.Scientific reports · 2021Pooled it
- Genetic Determinants of Milk Production Phenotypes in Dairy Goats: A Review.Veterinary sciences · 2026Review
- Regulation of Goat Milk Protein Synthesis: Genetic Architecture, Signalling Pathways, and Omics Insights.Molecular biotechnology · 2026Review
- Genomic analysis reveals convergent signatures of selection for milk traits in sheep and goats.Journal of animal science and biotechnology · 2026Article
- Article
- Milk Lipid Regulation in Dairy Goats: A Comprehensive Review.Molecular biotechnology · 2025Review
- Genetic advancements and future directions in ruminant livestock breeding: from reference genomes to multiomics innovations.Science China. Life sciences · 2025Review
- Review
- Transcriptomic analysis reveals molecular insights into lactation dynamics in Jakhrana goat mammary gland.BMC genomics · 2024Article
- Comprehensive whole-genome resequencing unveils genetic diversity and selective signatures of the Xiangdong black goat.Frontiers in genetics · 2024Article
- Blood transcriptome reveals immune and metabolic-related genes involved in growth of pasteurized colostrum-fed calves.Frontiers in genetics · 2023Article
- Comparative expression analysis of water buffalo (Frontiers in veterinary science · 2023Article
- Detection of candidate genes affecting milk production traits in sheep using whole-genome sequencing analysis.Veterinary medicine and science · 2022Article
- Characterization and comparative analysis of transcriptional profiles of porcine colostrum and mature milk at different parities.BMC genomic data · 2021Article
- Expression patterns of major genes in fatty acid synthesis, inflammation, oxidative stress pathways from colostrum to milk in Damascus goats.Scientific reports · 2021Article
- Genome-Wide Association Study Identifies New Candidate Markers for Somatic Cells Score in a Local Dairy Sheep.Frontiers in genetics · 2021Article
- Comparative Transcriptome Analysis of Milk Somatic Cells During Lactation Between Two Intensively Reared Dairy Sheep Breeds.Frontiers in genetics · 2021Article
- Aging-Associated Alterations in Mammary Epithelia and Stroma Revealed by Single-Cell RNA Sequencing.Cell reports · 2020Article
- Goat Milk Oligosaccharides: Their Diversity, Quantity, and Functional Properties in Comparison to Human Milk Oligosaccharides.Journal of agricultural and food chemistry · 2020Review
- Milk somatic cell derived transcriptome analysis identifies regulatory genes and pathways during lactation in Indian Sahiwal cattle (Bos indicus).Molecular biology reports · 2020Article
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn this work we aimed at sequencing and assembling the goat milk transcriptome corresponding at colostrum and 120 days of lactation. To reconstruct transcripts we used both the genome as reference, and a de novo assembly approach. Additionally, we aimed at identifying the differentially expressed genes (DEGs) between the two lactation stages and at analyzing the expression of genes involved in oligosaccharides metabolism.
resultsA total of 44,635 different transcripts, organized in 33,757 tentative genes, were obtained using the goat genome as reference. A significant sequence similarity match was found for 40,353 transcripts (90%) against the NCBI NT and for 35,701 (80%) against the NR databases. 68% and 69% of the de novo assembled transcripts, in colostrum and 120 days of lactation samples respectively, have a significant match with the merged transcriptome obtained using Cufflinks/Cuffmerge. CSN2, PAEP, CSN1S2, CSN3, LALBA, TPT1, FTH1, M-SAA3, SPP1, GLYCAM1, EEF1A1, CTSD, FASN, RPS29, CSN1S1, KRT19 and CHEK1 were found between the top fifteen highly expressed genes. 418 loci were differentially expressed between lactation stages, among which 207 and 122 were significantly up- and down-regulated in colostrum, respectively. Functional annotation and pathway enrichment analysis showed that in goat colostrum somatic cells predominate biological processes involved in glycolysis, carbohydrate metabolism, defense response, cytokine activity, regulation of cell proliferation and cell death, vasculature development, while in mature milk, biological process associated with positive regulation of lymphocyte activation and anatomical structure morphogenesis are enriched. The analysis of 144 different oligosaccharide metabolism-related genes showed that most of these (64%) were more expressed in colostrum than in mature milk, with eight expressed at very high levels (SLCA3, GMSD, NME2, SLC2A1, B4GALT1, B3GNT2, NANS, HEXB).
conclusionsTo our knowledge, this is the first study comparing goat transcriptome of two lactation stages: colostrum and 120 days. Our findings suggest putative differences of expression between stages and can be envisioned as a base for further research in the topic. Moreover because a higher expression of genes involved in immune defense response, carbohydrate metabolism and related to oligosaccharide metabolism was identified in colostrum we here corroborate the potential of goat milk as a natural source of lactose-derived oligosaccharides and for the development of functional foods.
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