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Baker EC, San AE, Cilkiz KZ, Littlejohn BP, Cardoso RC, Ghaffari N, Long CR, Riggs PK, Randel RD, Welsh TH, Riley DG. Inter-Individual Variation in DNA Methylation Patterns across Two Tissues and Leukocytes in Mature Brahman Cattle. BIOLOGY 2023; 12:biology12020252. [PMID: 36829529 PMCID: PMC9953534 DOI: 10.3390/biology12020252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Revised: 01/31/2023] [Accepted: 02/01/2023] [Indexed: 02/09/2023]
Abstract
Quantifying the natural inter-individual variation in DNA methylation patterns is important for identifying its contribution to phenotypic variation, but also for understanding how the environment affects variability, and for incorporation into statistical analyses. The inter-individual variation in DNA methylation patterns in female cattle and the effect that a prenatal stressor has on such variability have yet to be quantified. Thus, the objective of this study was to utilize methylation data from mature Brahman females to quantify the inter-individual variation in DNA methylation. Pregnant Brahman cows were transported for 2 h durations at days 60 ± 5; 80 ± 5; 100 ± 5; 120 ± 5; and 140 ± 5 of gestation. A non-transport group was maintained as a control. Leukocytes, amygdala, and anterior pituitary glands were harvested from eight cows born from the non-transport group (Control) and six from the transport group (PNS) at 5 years of age. The DNA harvested from the anterior pituitary contained the greatest variability in DNA methylation of cytosine-phosphate-guanine (mCpG) sites from both the PNS and Control groups, and the amygdala had the least. Numerous variable mCpG sites were associated with retrotransposable elements and highly repetitive regions of the genome. Some of the genomic features that had high variation in DNA methylation are involved in immune responses, signaling, responses to stimuli, and metabolic processes. The small overlap of highly variable CpG sites and features between tissues and leukocytes supports the role of variable DNA methylation in regulating tissue-specific gene expression. Many of the CpG sites that exhibited high variability in DNA methylation were common between the PNS and Control groups within a tissue, but there was little overlap in genomic features with high variability. The interaction between the prenatal environment and the genome could be responsible for the differences in location of the variable DNA methylation.
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Affiliation(s)
- Emilie C. Baker
- Department of Animal Science, Texas A&M University, College Station, TX 77845, USA
| | - Audrey E. San
- Department of Animal Science, Texas A&M University, College Station, TX 77845, USA
- Texas A&M AgriLife Research, College Station, TX 77845, USA
- Texas A&M AgriLife Research & Extension Center at Overton, Overton, TX 75684, USA
| | - Kubra Z. Cilkiz
- Department of Animal Science, Texas A&M University, College Station, TX 77845, USA
| | - Brittni P. Littlejohn
- Department of Animal Science, Texas A&M University, College Station, TX 77845, USA
- Texas A&M AgriLife Research & Extension Center at Overton, Overton, TX 75684, USA
| | - Rodolfo C. Cardoso
- Department of Animal Science, Texas A&M University, College Station, TX 77845, USA
| | - Noushin Ghaffari
- Department of Computer Science, Prairie View A&M University, Prairie View, TX 77446, USA
| | - Charles R. Long
- Department of Animal Science, Texas A&M University, College Station, TX 77845, USA
- Texas A&M AgriLife Research & Extension Center at Overton, Overton, TX 75684, USA
| | - Penny K. Riggs
- Department of Animal Science, Texas A&M University, College Station, TX 77845, USA
| | - Ronald D. Randel
- Department of Animal Science, Texas A&M University, College Station, TX 77845, USA
- Texas A&M AgriLife Research & Extension Center at Overton, Overton, TX 75684, USA
| | - Thomas H. Welsh
- Department of Animal Science, Texas A&M University, College Station, TX 77845, USA
- Texas A&M AgriLife Research, College Station, TX 77845, USA
| | - David G. Riley
- Department of Animal Science, Texas A&M University, College Station, TX 77845, USA
- Correspondence:
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Baker EC, Earnhardt AL, Cilkiz KZ, Collins HC, Littlejohn BP, Cardoso RC, Ghaffari N, Long CR, Riggs PK, Randel RD, Welsh TH, Riley DG. DNA methylation patterns and gene expression from amygdala tissue of mature Brahman cows exposed to prenatal stress. Front Genet 2022; 13:949309. [PMID: 35991551 PMCID: PMC9389044 DOI: 10.3389/fgene.2022.949309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 06/30/2022] [Indexed: 11/23/2022] Open
Abstract
Prenatal stress can alter postnatal performance and temperament of cattle. These phenotypic effects may result from changes in gene expression caused by stress-induced epigenetic alterations. Specifically, shifts in gene expression caused by DNA methylation within the brain’s amygdala can result in altered behavior because it regulates fear, stress response and aggression in mammals Thus, the objective of this experiment was to identify DNA methylation and gene expression differences in the amygdala tissue of 5-year-old prenatally stressed (PNS) Brahman cows compared to control cows. Pregnant Brahman cows (n = 48) were transported for 2-h periods at 60 ± 5, 80 ± 5, 100 ± 5, 120 ± 5, and 140 ± 5 days of gestation. A non-transported group (n = 48) were controls (Control). Amygdala tissue was harvested from 6 PNS and 8 Control cows at 5 years of age. Overall methylation of gene body regions, promoter regions, and cytosine-phosphate-guanine (CpG) islands were compared between the two groups. In total, 202 genes, 134 promoter regions, and 133 CpG islands exhibited differential methylation (FDR ≤ 0.15). Following comparison of gene expression in the amygdala between the PNS and Control cows, 2 differentially expressed genes were identified (FDR ≤ 0.15). The minimal differences observed could be the result of natural changes of DNA methylation and gene expression as an animal ages, or because this degree of transportation stress was not severe enough to cause lasting effects on the offspring. A younger age may be a more appropriate time to assess methylation and gene expression differences produced by prenatal stress.
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Affiliation(s)
- Emilie C. Baker
- Department of Animal Science, Texas A&M University, College Station, TX, United States
| | - Audrey L. Earnhardt
- Department of Animal Science, Texas A&M University, College Station, TX, United States
- Texas A&M AgriLife Research, College Station, TX, United States
- Texas A&M AgriLife Research, Overton, TX, United States
| | - Kubra Z. Cilkiz
- Department of Animal Science, Texas A&M University, College Station, TX, United States
| | - Haley C. Collins
- Department of Animal Science, Texas A&M University, College Station, TX, United States
| | - Brittni P. Littlejohn
- Department of Animal Science, Texas A&M University, College Station, TX, United States
- Texas A&M AgriLife Research, Overton, TX, United States
| | - Rodolfo C. Cardoso
- Department of Animal Science, Texas A&M University, College Station, TX, United States
| | - Noushin Ghaffari
- Department of Computer Science, Prairie View A&M University, Prairie View, TX, United States
| | - Charles R. Long
- Department of Animal Science, Texas A&M University, College Station, TX, United States
- Texas A&M AgriLife Research, Overton, TX, United States
| | - Penny K. Riggs
- Department of Animal Science, Texas A&M University, College Station, TX, United States
| | - Ronald D. Randel
- Department of Animal Science, Texas A&M University, College Station, TX, United States
- Texas A&M AgriLife Research, Overton, TX, United States
| | - Thomas H. Welsh
- Department of Animal Science, Texas A&M University, College Station, TX, United States
- Texas A&M AgriLife Research, College Station, TX, United States
| | - David G. Riley
- Department of Animal Science, Texas A&M University, College Station, TX, United States
- *Correspondence: David G. Riley,
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Quail LK, Randel RD, Welsh TH, Cushman RA, Yake HK, Branco RADO, Neuendorff DA, Long CR, Perry GA. Prenatal transportation stress did not impact ovarian follicle count for three generations of female Brahman offspring. Anim Reprod Sci 2022; 243:107016. [PMID: 35714399 DOI: 10.1016/j.anireprosci.2022.107016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 06/03/2022] [Accepted: 06/05/2022] [Indexed: 11/01/2022]
Abstract
As prenatal transportation stress altered behavior and adrenal glucocorticoid secretion of calves, we hypothesized that prenatal transportation stress would decrease ovarian reserve size and negatively impact female offspring fertility. The impact of prenatal transportation stress on ovarian follicle numbers in female offspring for three generations was studied. Brahman cows were transported for 2 h on day 60 ± 5, 80 ± 5, 100 ± 5, 120 ± 5, and 140 ± 5 of gestation. Ovaries were collected from offspring of transported or non-transported dams at multiple ages. Primordial, primary, secondary, and antral follicles were histologically analyzed. Antral follicle numbers were determined by ultrasound in a subset of offspring. Numbers of primordial, primary, secondary, and antral follicles were analyzed using the MIXED procedure, while the CORR procedure of SAS was used to determine the correlation between follicles observed by ultrasonography and histology. There were no differences (P > 0.05) in the number of primordial, primary, secondary, antral, or total follicles observed histologically due to treatment. Younger females had significantly greater numbers of follicles than older females (P < 0.0001). Antral follicles tended to be correlated with total histological ovarian follicles (P = 0.10). There was no difference in the number of antral follicles observed at ultrasound due to treatment (P = 0.3147), or generation (P = 0.6005) when controlling for age at observation. These results show that short-term transportation stress during early- to mid-gestation did not impact fertility as measured by ovarian follicle numbers in female Brahman offspring for three generations.
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Affiliation(s)
- Lacey K Quail
- Texas A&M AgriLife Research, Overton, TX 75684, United States; Texas A&M University, College Station, TX 77843, United States
| | - Ronald D Randel
- Texas A&M AgriLife Research, Overton, TX 75684, United States
| | - Thomas H Welsh
- Texas A&M University, College Station, TX 77843, United States
| | - Robert A Cushman
- USDA-ARS, Meat Animal Research Center, Clay Center, NE 68933, United States
| | - Hannah K Yake
- USDA-ARS, Meat Animal Research Center, Clay Center, NE 68933, United States
| | | | | | - Charles R Long
- Texas A&M AgriLife Research, Overton, TX 75684, United States
| | - George A Perry
- Texas A&M AgriLife Research, Overton, TX 75684, United States.
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Corbett RJ, Luttman AM, Wurtz KE, Siegford JM, Raney NE, Ford LM, Ernst CW. Weaning Induces Stress-Dependent DNA Methylation and Transcriptional Changes in Piglet PBMCs. Front Genet 2021; 12:633564. [PMID: 33613645 PMCID: PMC7893110 DOI: 10.3389/fgene.2021.633564] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 01/14/2021] [Indexed: 11/19/2022] Open
Abstract
Changes to the epigenome, including those to DNA methylation, have been proposed as mechanisms by which stress can induce long-term physiological changes in livestock species. Pig weaning is associated with dietary and social stress, both of which elicit an immune response and changes to the hypothalamic–pituitary–adrenal (HPA) axis. While differential methylation following stress has been assessed in model organisms, it remains poorly understood how the pig methylome is altered by stressors in production settings. We quantified changes in CpG methylation and transcript abundance in piglet peripheral blood mononuclear cells (PBMCs) following weaning and also assessed differential patterns in pigs exhibiting high and low stress response as measured by cortisol concentration and lesion scores. Blood was collected from nine gilt piglets 24 h before and after weaning, and whole-genome bisulfite sequencing (WGBS) and RNA-sequencing were performed on six and nine animals, respectively, at both time points. We identified 2,674 differentially methylated regions (DMRs) that were enriched within promoters of genes associated with lymphocyte stimulation and transcriptional regulation. Stress groups displayed unique differential methylation and expression patterns associated with activation and suppression of T cell immunity in low and high stress animals, respectively. Differential methylation was strongly associated with differential expression; specifically, upregulated genes were enriched among hypomethylated genes. We observed post-weaning hypermethylation of the glucocorticoid receptor (NR3C1) promoter and a significant decrease in NR3C1 expression (n = 9, p = 6.1 × 10–3). Our results indicate that weaning-associated stress elicits genome-wide methylation changes associated with differential gene expression, reduced T cell activation, and an altered HPA axis response.
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Affiliation(s)
- Ryan J Corbett
- Genetics and Genome Sciences Graduate Program, Michigan State University, East Lansing, MI, United States
| | - Andrea M Luttman
- Genetics and Genome Sciences Graduate Program, Michigan State University, East Lansing, MI, United States
| | - Kaitlin E Wurtz
- Department of Animal Science, Michigan State University, East Lansing, MI, United States
| | - Janice M Siegford
- Department of Animal Science, Michigan State University, East Lansing, MI, United States
| | - Nancy E Raney
- Department of Animal Science, Michigan State University, East Lansing, MI, United States
| | - Laura M Ford
- Department of Animal Science, Michigan State University, East Lansing, MI, United States
| | - Catherine W Ernst
- Department of Animal Science, Michigan State University, East Lansing, MI, United States
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Genome-wide DNA methylation alteration in prenatally stressed Brahman heifer calves with the advancement of age. Epigenetics 2020; 16:519-536. [PMID: 32815760 DOI: 10.1080/15592294.2020.1805694] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
Abstract
Possible phenotypic impairments associated with maternal stress during gestation in beef cattle may be explained by epigenetic effects. This study examined the impact of prenatal transportation stress on DNA methylation of lymphocytes of Brahman cows over the first 5 years of life. Methylation analysis through reduced representation bisulphite sequencing was conducted on DNA from lymphocytes from 28 paired samples from 6 prenatally stressed (PNS) and 8 control (Control) females obtained initially when they were 28 days of age and 5 years of age. There were 14,386 CpG (C = cytosine; p = phosphate; G = guanine) sites differentially methylated (P < 0.01) in 5-yr-old Control cows compared to their lymphocyte DNA at 28 days of age, this number was slightly decreased in 5-yr-old PNS with 13,378 CpG sites. Only 2,749 age-related differentially methylated CpG sites were seen within PNS females. There were 2,637 CpG sites differentially methylated (P < 0.01) in PNS cows relative to Controls at 5 years of age. There were differentially methylated genes in 5-yr-old cows that contributed similarly to altered gene pathways in both treatment groups. Canonical pathways altered in PNS compared to Control cows at 5 years of age were mostly related to development and growth, nervous system development and function, and immune response. Prenatal stress appeared to alter the epigenome in Brahman cows compared to Control at 5 years of age, which implies a persistent intervention in DNA methylation in lymphocytes, and may confer long-lasting effects on gene expression, and consequently relevant phenotypic changes.
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