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Hu R, Shah AM, Han Q, Ma J, Dai P, Meng Y, Peng Q, Jiang Y, Kong X, Wang Z, Zou H. Proteomics Reveals the Obstruction of Cellular ATP Synthesis in the Ruminal Epithelium of Growth-Retarded Yaks. Animals (Basel) 2024; 14:1243. [PMID: 38672391 PMCID: PMC11047487 DOI: 10.3390/ani14081243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Revised: 04/02/2024] [Accepted: 04/10/2024] [Indexed: 04/28/2024] Open
Abstract
Growth-retarded yaks are of a high proportion on the Tibetan plateau and reduce the economic income of farmers. Our previous studies discovered a maldevelopment in the ruminal epithelium of growth-retarded yaks, but the molecular mechanisms are still unclear. This study aimed to reveal how the proteomic profile in the ruminal epithelium contributed to the growth retardation of yaks. The proteome of the ruminal epithelium was detected using a high-resolution mass spectrometer. There were 52 proteins significantly differently expressed between the ruminal epithelium of growth-retarded yaks and growth-normal yaks, with 32 downregulated and 20 upregulated in growth-retarded yaks. Functional analysis showed the differently expressed proteins involved in the synthesis and degradation of ketone bodies (p = 0.012), propanoate metabolism (p = 0.018), pyruvate metabolism (p = 0.020), and mineral absorption (p = 0.024). The protein expressions of SLC26A3 and FTH1, enriched in the mineral absorption, were significantly downregulated in growth-retarded yaks. The key enzymes ACAT2 and HMGCS2 enriched in ketone bodies synthesis and key enzyme PCCA enriched in propanoate metabolism had lower protein expressions in the ruminal epithelium of growth-retarded yaks. The ATP concentration and relative mitochondrial DNA copy number in the ruminal epithelium of growth-normal yaks were dramatically higher than those of growth-retarded yaks (p < 0.05). The activities of citrate synthase (CS), the α-ketoglutarate dehydrogenase complex (α-KGDHC), isocitrate dehydrogenase (ICD) in the tricarboxylic acid cycle (TCA), and the mitochondrial respiratory chain complex (MRCC) were significantly decreased in ruminal epithelium of growth-retarded yaks compared to growth-normal yaks (p < 0.05). The mRNA expressions of COQ9, COX4, and LDHA, which are the encoding genes in MRCC I, IV and anaerobic respiration, were also significantly decreased in the ruminal epithelium of growth-retarded yaks (p < 0.05). Correlation analysis revealed that the average daily gain (ADG) was significantly positively correlated to the relative mitochondrial DNA copy number (p < 0.01, r = 0.772) and ATP concentration (p < 0.01, r = 0.728) in the ruminal epithelium, respectively. The ruminal weight was positively correlated to the relative mitochondrial DNA copy number (p < 0.05, r = 0.631) and ATP concentration in ruminal epithelium (p < 0.01, r = 0.957), respectively. The ruminal papillae had a significant positive correlation with ATP concentration in ruminal epithelium (p < 0.01, r = 0.770). These results suggested that growth-retarded yaks had a lower VFA metabolism, ketone bodies synthesis, ion absorption, and ATP synthesis in the ruminal epithelium; it also indicated that the growth retardation of yaks is related to the obstruction of cellular ATP synthesis in rumen epithelial cells.
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Affiliation(s)
- Rui Hu
- Low Carbon Breeding Cattle and Safety Production University Key Laboratory of Sichuan Province, Animal Nutrition Institute, Sichuan Agricultural University, Chengdu 611130, China; (R.H.); (A.M.S.); (Q.H.); (J.M.); (P.D.); (Q.P.); (Z.W.)
| | - Ali Mujtaba Shah
- Low Carbon Breeding Cattle and Safety Production University Key Laboratory of Sichuan Province, Animal Nutrition Institute, Sichuan Agricultural University, Chengdu 611130, China; (R.H.); (A.M.S.); (Q.H.); (J.M.); (P.D.); (Q.P.); (Z.W.)
- College of Animal Science and Technology, Sichuan Agricultural University, Chengdu 611130, China; (Y.M.); (Y.J.)
| | - Qiang Han
- Low Carbon Breeding Cattle and Safety Production University Key Laboratory of Sichuan Province, Animal Nutrition Institute, Sichuan Agricultural University, Chengdu 611130, China; (R.H.); (A.M.S.); (Q.H.); (J.M.); (P.D.); (Q.P.); (Z.W.)
| | - Jian Ma
- Low Carbon Breeding Cattle and Safety Production University Key Laboratory of Sichuan Province, Animal Nutrition Institute, Sichuan Agricultural University, Chengdu 611130, China; (R.H.); (A.M.S.); (Q.H.); (J.M.); (P.D.); (Q.P.); (Z.W.)
| | - Peng Dai
- Low Carbon Breeding Cattle and Safety Production University Key Laboratory of Sichuan Province, Animal Nutrition Institute, Sichuan Agricultural University, Chengdu 611130, China; (R.H.); (A.M.S.); (Q.H.); (J.M.); (P.D.); (Q.P.); (Z.W.)
| | - Yukun Meng
- College of Animal Science and Technology, Sichuan Agricultural University, Chengdu 611130, China; (Y.M.); (Y.J.)
| | - Quanhui Peng
- Low Carbon Breeding Cattle and Safety Production University Key Laboratory of Sichuan Province, Animal Nutrition Institute, Sichuan Agricultural University, Chengdu 611130, China; (R.H.); (A.M.S.); (Q.H.); (J.M.); (P.D.); (Q.P.); (Z.W.)
| | - Yahui Jiang
- College of Animal Science and Technology, Sichuan Agricultural University, Chengdu 611130, China; (Y.M.); (Y.J.)
| | - Xiangying Kong
- Haibei Demonstration Zone of Plateau Modern Ecological Animal Husbandry Science and Technology, Haibei 810299, China;
| | - Zhisheng Wang
- Low Carbon Breeding Cattle and Safety Production University Key Laboratory of Sichuan Province, Animal Nutrition Institute, Sichuan Agricultural University, Chengdu 611130, China; (R.H.); (A.M.S.); (Q.H.); (J.M.); (P.D.); (Q.P.); (Z.W.)
| | - Huawei Zou
- Low Carbon Breeding Cattle and Safety Production University Key Laboratory of Sichuan Province, Animal Nutrition Institute, Sichuan Agricultural University, Chengdu 611130, China; (R.H.); (A.M.S.); (Q.H.); (J.M.); (P.D.); (Q.P.); (Z.W.)
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Eder JM, Sacco RE. Ex vivo activated CD4+ T cells from young calves exhibit Th2-biased effector function with distinct metabolic reprogramming compared to adult cows. Vet Immunol Immunopathol 2022; 248:110418. [DOI: 10.1016/j.vetimm.2022.110418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 03/29/2022] [Accepted: 04/02/2022] [Indexed: 10/18/2022]
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Gholizadeh M, Fayazi J, Asgari Y, Zali H, Kaderali L. Reconstruction and Analysis of Cattle Metabolic Networks in Normal and Acidosis Rumen Tissue. Animals (Basel) 2020; 10:ani10030469. [PMID: 32168900 PMCID: PMC7142512 DOI: 10.3390/ani10030469] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2020] [Revised: 02/21/2020] [Accepted: 02/27/2020] [Indexed: 12/29/2022] Open
Abstract
Simple Summary Economics of feedlot beef production dictate that beef cattle must gain weight at their maximum potential rate; this involves getting them quickly onto a full feed of high fermentable diet which can induce the ruminal acidosis disease. The molecular host mechanisms that occur as a response to the acidosis, are mostly unknown. For answering this question, the rumen epithelial transcriptome in acidosis and control fattening steers were obtained. By RNA sequencing we found the different expression profiles of genes in normal and acidosis induced steers. Then we constructed two metabolic networks for normal and acidosis tissue based on gene expression profile. Our results suggest that rapid shifts to diets rich in fermentable carbohydrates cause an increased concentration of ruminal volatile fatty acids (VFA) and toxins and significant changes in transcriptome profiles and metabolites of rumen epithelial tissue, with negative effects on economic consequences of poor performance and animal health. Abstract The objective of this study was to develop a system-level understanding of acidosis biology. Therefore, the genes expression differences between the normal and acidosis rumen epithelial tissues were first examined using the RNA-seq data in order to understand the molecular mechanisms involved in the disease and then their corresponding metabolic networks constructed. A number of 1074 genes, 978 isoforms, 1049 transcription start sites (TSS), 998 coding DNA sequence (CDS) and 2 promoters were identified being differentially expressed in the rumen tissue between the normal and acidosis samples (p < 0.05). The functional analysis of 627 up-regulated genes revealed their involvement in ion transmembrane transport, filament organization, regulation of cell adhesion, regulation of the actin cytoskeleton, ATP binding, glucose transmembrane transporter activity, carbohydrate binding, growth factor binding and cAMP metabolic process. Additionally, 111 differentially expressed enzymes were identified between the rumen epithelial tissue of the normal and acidosis steers with 46 up-regulated and 65 down-regulated ones in the acidosis group. The pathways and reactions analyses associated with the up-regulated enzymes indicate that most of these enzymes are involved in the fatty acid metabolism, biosynthesis of amino acids, pyruvate and carbon metabolism while most of the down-regulated ones are involved in purine and pyrimidine, vitamin B6 and antibiotics metabolisms. The degree distribution of both metabolic networks follows a power-law one, hence displaying a scale-free property. The top 15 hub metabolites were determined in the acidosis metabolic network with most of them involved in the fatty acid oxidation, VFA biosynthesis, amino acid biogenesis and glutathione metabolism which plays an important role in the stress condition. The limitations of this study were low number of animals and using only epithelial tissue (ventral sac) for RNA-seq.
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Affiliation(s)
- Maryam Gholizadeh
- Department of Animal Science, Faculty of Animal Science and Food Technology, Agricultural Sciences and Natural Resources University of Khuzestan, Mollasani, Ahvaz 6341773637, Iran;
| | - Jamal Fayazi
- Department of Animal Science, Faculty of Animal Science and Food Technology, Agricultural Sciences and Natural Resources University of Khuzestan, Mollasani, Ahvaz 6341773637, Iran;
- Correspondence: ; Tel.: +98-91-6612-4162
| | - Yazdan Asgari
- Department of Medical Biotechnology, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran 1416753955, Iran;
| | - Hakimeh Zali
- School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran 1416753955, Iran;
| | - Lars Kaderali
- Institute of Bioinformatics, University Medicine Greifswald, Felix-Hausdorff-Str. 8, 17475 Greifswald, Germany;
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Eder JM, Gorden PJ, Lippolis JD, Reinhardt TA, Sacco RE. Lactation stage impacts the glycolytic function of bovine CD4 + T cells during ex vivo activation. Sci Rep 2020; 10:4045. [PMID: 32132555 PMCID: PMC7055328 DOI: 10.1038/s41598-020-60691-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 02/10/2020] [Indexed: 12/18/2022] Open
Abstract
Dairy cattle undergo dynamic physiological changes over the course of a full lactation into the dry period, which impacts their immunocompetence. During activation, T cells undergo a characteristic rewiring to increase the uptake of glucose and metabolically reprogram to favor aerobic glycolysis over oxidative phosphorylation. To date it remains to be completely elucidated how the altered energetic demands associated with lactation in dairy cows impacts T cell metabolic reprogramming. Thus, in our ex vivo studies we have examined the influence of stage of lactation (early lactation into the dry period) on cellular metabolism in activated bovine CD4+ T cells. Results showed higher rates of glycolytic function in activated CD4+ T cells from late lactation and dry cows compared to cells from early and mid-lactation cows. Similarly, protein and mRNA expression of cytokines were higher in CD4+ T cells from dry cows than CD4+ T cells from lactating cows. The data suggest CD4+ T cells from lactating cows have an altered metabolic responsiveness that could impact the immunocompetence of these animals, particularly those in early lactation, and increase their susceptibility to infection.
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Affiliation(s)
- Jordan M Eder
- Immunobiology Interdepartmental Graduate Program, Iowa State University, Ames, IA, United States
| | - Patrick J Gorden
- Veterinary Diagnostic and Production Animal Medicine, Iowa State University, Ames, IA, United States
| | - John D Lippolis
- Ruminant Diseases and Immunology Research Unit, National Animal Disease Center, USDA, Agriculture Research Service, Ames, IA, United States
| | - Timothy A Reinhardt
- Ruminant Diseases and Immunology Research Unit, National Animal Disease Center, USDA, Agriculture Research Service, Ames, IA, United States
| | - Randy E Sacco
- Immunobiology Interdepartmental Graduate Program, Iowa State University, Ames, IA, United States. .,Ruminant Diseases and Immunology Research Unit, National Animal Disease Center, USDA, Agriculture Research Service, Ames, IA, United States.
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Gholizade M, Fayazi J, Zali H, Asgari Y. Transcriptomic Changes in the Rumen Epithelium of Cattle after the Induction of Acidosis. ARCHIVES OF RAZI INSTITUTE 2020; 75:109-121. [PMID: 32292009 DOI: 10.22092/ari.2019.125930.1326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 05/15/2019] [Indexed: 09/30/2022]
Abstract
The transition from normal forage to a highly fermentable diet to achieve rapid weight gain in the cattle industry can induce ruminal acidosis. The molecular host mechanisms that occur in acidosis are largely unknown. Therefore, the histology and transcriptome profiling of rumen epithelium was investigated in normal and acidosis animals to understand the molecular mechanisms involved in the disease. The rumen epithelial transcriptome from acidosis (n=3) and control (n=3) Holstein steers was obtained using RNA-sequencing. The mean values of clean reads were 70,975,460&plusmn;984,046 and 71,142,189&plusmn;834,526 in normal and acidosis samples, respectively. In total, 1,074 differentially expressed genes were identified in the two groups (P&lt;0.05), of which 624 and 450 genes were up- and down-regulated in the acidosis samples, respectively. Functional analysis indicated that the majority of the up-regulated genes had a function in filament organization, positive regulation of epithelial and muscle fiber concentration, biomineral tissue development, negative regulation of fat cell differential, regulation of ion transmembrane transport, regulation of cell adhesion and butyrate, as well as short-chain fatty acid absorption that was metabolized as an energy source. Functional analysis of the down-regulated genes revealed effects in immune response, positive regulation of T-cell migration, regulation of metabolic processes, and localization. Furthermore, the results showed a differential expression of genes involved in the Map Kinase and Toll-like receptor signaling pathways. The IL1B, CXCL5, IL36A, and IL36B were significantly down-regulated in acidosis rumen tissue samples. The results suggest that rapid shifts to rich fermentable carbohydrates diets cause an increase in the concentration of ruminal volatile fatty acids, tissue damage, and significant changes in transcriptome profiles of rumen epithelial.
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Affiliation(s)
- M Gholizade
- Department of Animal Sciences, Faculty of Animal Sciences and Food technology, Agricultural Sciences and Natural Resources University of Khuzestan, Mollasani, Ahvaz, Iran
| | - J Fayazi
- Department of Animal Sciences, Faculty of Animal Sciences and Food technology, Agricultural Sciences and Natural Resources University of Khuzestan, Mollasani, Ahvaz, Iran.,Department of Animal Sciences, Faculty of Animal Sciences and Food technology, Agricultural Sciences and Natural Resources University of Khuzestan, Mollasani, Ahvaz, Iran
| | - H Zali
- Department of Tissue Engineering and Applied Cell Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Y Asgari
- Department of Medical Biotechnology, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran
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Mullins Y, Keogh K, Kenny DA, Kelly A, O' Boyle P, Waters SM. Label-free quantitative proteomic analysis of M. longissimus dorsi from cattle during dietary restriction and subsequent compensatory growth. Sci Rep 2020; 10:2613. [PMID: 32054912 PMCID: PMC7018817 DOI: 10.1038/s41598-020-59412-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 01/18/2020] [Indexed: 12/12/2022] Open
Abstract
Compensatory growth (CG) is a naturally occurring physiological process whereby an animal has the ability to undergo enhanced growth following a period of restricted feeding. This studies objective was to identify key proteins involved in the expression of CG. Forty Holstein Friesian bulls were equally assigned to one of four groups. R1 and R2 groups were subjected to restricted feed allowance for 125 days (Period 1). A1 and A2 animals had ad libitum access to feed in Period 1. Following Period 1, all animals from R1 and A1 were slaughtered. Remaining animals (R2 and A2) were slaughtered following ad libitum access to feed for successive 55 days (Period 2). M. longissimus dorsi samples were collected at slaughter from all animals. Proteins were isolated from samples and subjected to label-free mass spectrometry proteomic quantification. Proteins which were differentially abundant during CG (n = 39) were involved in cellular binding processes, oxidative phosphorylation and mitochondrial function. There was also evidence for up regulation of three pathways involved in nucleotide biosynthesis. Genetic variants in or regulating genes pertaining to proteins identified in this study may hold potential for use as DNA based biomarkers for genomic selection of animals with a greater ability to undergo CG.
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Affiliation(s)
- Yvonne Mullins
- Animal and Bioscience Research Department, Animal and Grassland Research and Innovation Centre, Teagasc, Grange, Dunsany, Co., Meath, Ireland.,School of Agriculture and Food Science, University College Dublin, Belfield, Dublin, 4, Ireland
| | - Kate Keogh
- Animal and Bioscience Research Department, Animal and Grassland Research and Innovation Centre, Teagasc, Grange, Dunsany, Co., Meath, Ireland
| | - David A Kenny
- Animal and Bioscience Research Department, Animal and Grassland Research and Innovation Centre, Teagasc, Grange, Dunsany, Co., Meath, Ireland
| | - Alan Kelly
- School of Agriculture and Food Science, University College Dublin, Belfield, Dublin, 4, Ireland
| | - Padraig O' Boyle
- Animal and Bioscience Research Department, Animal and Grassland Research and Innovation Centre, Teagasc, Athenry, Co., Galway, Ireland
| | - Sinéad M Waters
- Animal and Bioscience Research Department, Animal and Grassland Research and Innovation Centre, Teagasc, Grange, Dunsany, Co., Meath, Ireland.
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Novak TE, Rodriguez-Zas SL, Southey BR, Starkey JD, Stockler RM, Alfaro GF, Moisá SJ. Jersey steer ruminal papillae histology and nutrigenomics with diet changes. J Anim Physiol Anim Nutr (Berl) 2019; 103:1694-1707. [PMID: 31483547 PMCID: PMC6899929 DOI: 10.1111/jpn.13189] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Revised: 07/29/2019] [Accepted: 07/30/2019] [Indexed: 12/11/2022]
Abstract
The transition from a high forage to a high concentrate diet is an important milestone for beef cattle moving from a stocker system to the feedlot. However, little is known about how this transition affects the rumen epithelial gene expression. This study assessed the effects of the transition from a high forage to a high concentrate diet as well as the transition from a high concentrate to a high forage diet on a variety of genes as well as ruminal papillae morphology in rumen fistulated Jersey steers. Jersey steers (n = 5) were fed either a high forage diet (80% forage and 20% grain) and transitioned to a high concentrate diet (20% forage and 80% grain) or a high concentrate diet (40% forage and 60% grain) and transitioned to a high forage diet (100% forage). Papillae from the rumen were collected for histology and RT‐qPCR analysis. Body weight had a tendency for significant difference (p = .08). Histological analysis did not show changes in papillae length or width in steers transitioning from a high forage to a high concentrate diet or vice versa (p > .05). Genes related to cell membrane structure (CLDN1, CLDN4, DSG1), fatty acid metabolism (CPT1A, ACADSB), glycolysis (PFKL), ketogenesis (HMGCL, HMGCS2, ACAT1), lactate/pyruvate (LDHA), oxidative stress (NQO1), tissue growth (AKT3, EGFR, EREG, IGFBP5, IRS1) and the urea cycle (SLC14A1) were considered in this study. Overall, genes related to fatty acid metabolism (ACADSB) and growth and development (AKT3 and IGFBP5) had a tendency for a treatment × day on trial interaction effect. These profiles may be indicators of rumen epithelial adaptations in response to changes in diet. In conclusion, these results indicate that changes in the composition of the diet can alter the expression of genes with specific functions in rumen epithelial metabolism.
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Affiliation(s)
- Taylor E Novak
- Department of Animal Sciences, Auburn University, Auburn, AL, USA
| | | | - Bruce R Southey
- Department of Animal Sciences, University of Illinois, Urbana, IL, USA
| | | | | | - Gastón F Alfaro
- Department of Animal Sciences, Auburn University, Auburn, AL, USA
| | - Sonia J Moisá
- Department of Animal Sciences, Auburn University, Auburn, AL, USA
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MicroRNA Sequencing Reveals the Effect of Different Levels of Non-Fibrous Carbohydrate/Neutral Detergent Fiber on Rumen Development in Calves. Animals (Basel) 2019; 9:ani9080496. [PMID: 31357699 PMCID: PMC6720277 DOI: 10.3390/ani9080496] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Revised: 07/24/2019] [Accepted: 07/26/2019] [Indexed: 02/06/2023] Open
Abstract
Simple Summary By histological sectioning and staining of rumen tissues from calves fed with a high or low ratio of non-fibrous carbohydrate/neutral detergent fiber diet, we found that the length and width of papillae were significantly affected by the ratio. From microRNA expression analysis we found cell proliferation, differentiation, physical and nutrient stimuli processes participate in the development of the rumen. In addition, bta-miR-128 was found to affect rumen development by negatively regulating PPARG and SLC16A1. Our findings provided an important resource for the continuing study of rumen development and absorption. Abstract Rumen development in calves is affected by many factors, including dietary composition. MicroRNAs (miRNAs) are known to function in the development of the rumen in cattle, what is not known is how these miRNAs function in rumen development of calves fed with high and low ratios of non-fibrous carbohydrate (NFC)/neutral detergent fiber (NDF). A total of six healthy Charolais hybrids bull calves of similar weight were divided into two groups; three calves were fed a mixed diet with NFC/NDF = 1.35 (H group), and three were fed a mixed diet with NFC/NDF = 0.80 (L group). After 105 days on the diet, calves were sacrificed and rumen tissues were collected. Tissues were subjected to histological observation and miRNA expression analysis. Functional enrichment analysis was conducted on the target genes of the miRNAs. Targeting and regulatory relationships were verified by luciferase reporter assay and quantitative PCR (qPCR). We found that the length of rumen papilla in the L group was significantly greater than that in the H group, while the width of rumen papilla in H group was significantly greater than that that in L group. We identified 896 miRNAs; 540 known miRNAs, and 356 novel predicted miRNAs. After statistical testing, we identified 24 differentially expressed miRNAs (DEmiRNAs). miRNA-mRNA-cluster network analysis and literature reviews revealed that cell proliferation, differentiation, physical and nutrient stimuli processes participate in rumen development under different NFC/NDF levels. The regulatory relationships between three DEmiRNAs and five target genes were verified by examining the levels of expression. The binding sites on bta-miR-128 for the peroxisome proliferator activated receptor gamma (PPARG) and solute carrier family 16 member 1 (SLC16A1) genes were investigated using a dual luciferase assay. The results of this study provide insight into the role of miRNAs in rumen development in calves under different NFC/NDF levels.
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Elolimy AA, Abdelmegeid MK, McCann JC, Shike DW, Loor JJ. Residual feed intake in beef cattle and its association with carcass traits, ruminal solid-fraction bacteria, and epithelium gene expression. J Anim Sci Biotechnol 2018; 9:67. [PMID: 30258628 PMCID: PMC6151901 DOI: 10.1186/s40104-018-0283-8] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2018] [Accepted: 08/13/2018] [Indexed: 12/14/2022] Open
Abstract
Background Residual feed intake (RFI) describes an animal’s feed efficiency independent of growth performance. The objective of this study was to determine differences in growth performance, carcass traits, major bacteria attached to ruminal solids-fraction, and ruminal epithelium gene expression between the most-efficient and the least-efficient beef cattle. One-hundred and forty-nine Red Angus cattle were allocated to three contemporary groups according to sex and herd origin. Animals were fed a finishing diet in confinement for 70 d to determine the RFI category for each. Within each group, the two most-efficient (n = 6; RFI coefficient = − 2.69 ± 0.58 kg dry matter intake (DMI)/d) and the two least-efficient animals (n = 6; RFI coefficient = 3.08 ± 0.55 kg DMI/d) were selected. Immediately after slaughter, ruminal solids-fraction and ruminal epithelium were collected for bacteria relative abundance and epithelial gene expression analyses, respectively, using real-time PCR. Results The most-efficient animals consumed less feed (P = 0.01; 5.03 kg less DMI/d) compared with the least-efficient animals. No differences (P > 0.10) in initial body weight (BW), final BW, and average daily gain (ADG) were observed between the two RFI classes. There were no significant RFI × sex effects (P > 0.10) on growth performance. Compared with the least-efficient group, hot carcass weight (HCW), ribeye area (REA), and kidney, pelvic, and heart fat (KPH) were greater (P ≤ 0.05) in the most-efficient cattle. No RFI × sex effect (P > 0.10) for carcass traits was detected between RFI groups. Of the 10 bacterial species evaluated, the most-efficient compared with least efficient cattle had greater (P ≤ 0.05) relative abundance of Eubacterium ruminantium, Fibrobacter succinogenes, and Megasphaera elsdenii, and lower (P ≤ 0.05) Succinimonas amylolytica and total bacterial density. No RFI × sex effect on ruminal bacteria was detected between RFI groups. Of the 34 genes evaluated in ruminal epithelium, the most-efficient cattle had greater (P ≤ 0.05) abundance of genes involved in VFA absorption, metabolism, ketogenesis, and immune/inflammation-response. The RFI × sex interactions indicated that responses in gene expression between RFI groups were due to differences in sex. Steers in the most-efficient compared with least-efficient group had greater (P ≤ 0.05) expression of SLC9A1, HIF1A, and ACO2. The most-efficient compared with least-efficient heifers had greater (P ≤ 0.05) mRNA expression of BDH1 and lower expression (P ≤ 0.05) of SLC9A2 and PDHA1. Conclusions The present study revealed that greater feed efficiency in beef cattle is associated with differences in bacterial species and transcriptional adaptations in the ruminal epithelium that might enhance nutrient delivery and utilization by tissues. The lack of RFI × sex interaction for growth performance and carcass traits indicates that sex may not play a major role in improving these phenotypes in superior RFI beef cattle. However, it is important to note that this result should not be considered a solid biomarker of efficient beef cattle prior to further examination due to the limited number of heifers compared with steers used in the study. Electronic supplementary material The online version of this article (10.1186/s40104-018-0283-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Ahmed A Elolimy
- 1Mammalian NutriPhysioGenomics, Department of Animal Sciences, University of Illinois, Urbana, IL USA.,2Department of Animal Sciences, University of Illinois, Urbana, IL USA
| | - Mohamed K Abdelmegeid
- 1Mammalian NutriPhysioGenomics, Department of Animal Sciences, University of Illinois, Urbana, IL USA.,2Department of Animal Sciences, University of Illinois, Urbana, IL USA.,3Faculty of Veterinary Medicine, Kafrelsheikh University, Kafr El-Shaikh, 33516 Egypt
| | - Joshua C McCann
- 2Department of Animal Sciences, University of Illinois, Urbana, IL USA
| | - Daniel W Shike
- 2Department of Animal Sciences, University of Illinois, Urbana, IL USA
| | - Juan J Loor
- 1Mammalian NutriPhysioGenomics, Department of Animal Sciences, University of Illinois, Urbana, IL USA.,2Department of Animal Sciences, University of Illinois, Urbana, IL USA.,4Division of Nutritional Sciences, Illinois Informatics Institute, University of Illinois, Urbana, IL USA
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