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Irawan A, Puerto-Hernandez GM, Ford HR, Busato S, Ates S, Cruickshank J, Ranches J, Estill CT, Trevisi E, Bionaz M. Feeding spent hemp biomass to lactating dairy cows: Effects on performance, milk components and quality, blood parameters, and nitrogen metabolism. J Dairy Sci 2024; 107:258-277. [PMID: 37690708 DOI: 10.3168/jds.2023-23829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 08/06/2023] [Indexed: 09/12/2023]
Abstract
The legalization of industrial hemp by the 2018 Farm Bill in the United States has driven a sharp increase in its cultivation, including for cannabinoid extraction. Spent hemp biomass (SHB), produced from the extraction of cannabinoids, can potentially be used as feed for dairy cows; however, it is still illegal to do so in the United States, according to the US Food and Drug Administration Center for Veterinary Medicine, due to the presence of cannabinoids and the lack of data on the effect on animals. To assess the safety of this byproduct as feed for dairy cows, late-lactation Jersey cows (245 ± 37 d in milk; 483 ± 38 kg body weight; 10 multiparous and 8 primiparous) received a basal total mixed ration (TMR) diet plus 13% alfalfa pellet (CON) or 13% pelleted SHB for 4 wk (intervention period [IP]) followed by 4 wk of withdrawal period (WP), where all cows received only the basal TMR during WP. The dry matter intake (DMI), body weight, body condition score, milk yield, milk components, and fatty acid profile, blood parameters, N metabolism, methane emission, and activity were measured. Results indicated that feeding SHB decreased DMI mainly due to the low palatability of the SHB pellet, as the cows consumed only 7.4% of the total TMR with 13.0% SHB pellet offered in the ration. However, milk yield was not affected during the IP and was higher than CON during the WP, leading to higher milk yield/DMI. Milk components were not affected, except for a tendency in decreased fat percentage. Milk fat produced by cows fed SHB had a higher proportion of oleate and bacteria-derived fatty acids than CON. The activity of the cows was not affected, except for a shorter overall lying time in SHB versus CON cows during the IP. Blood parameters related to immune function were not affected. Compared with CON, cows fed SHB had a lower cholesterol concentration during the whole experiment and higher β-hydroxybutyric acid during the WP, while a likely low-grade inflammation during the IP was indicated by higher ceruloplasmin and reactive oxidative metabolites. Other parameters related to liver health and inflammatory response were unaffected, except for a tendency for higher activity of alkaline phosphatase during IP and a lower activity of gamma-glutamyl transferase during WP in the SHB group versus CON. The bilirubin concentration was increased in cows fed SHB, suggesting a possible decrease in the clearance ability of the liver. Digestibility of the dry matter and protein and methane emission were not affected by feeding SHB. The urea, purine derivatives, and creatinine concentration in urine was unaffected, but cows fed SHB had higher N use efficiency and lower urine volume. Altogether, our data revealed a relatively low palatability of SHB affecting DMI with minimal biological effects, except for a likely low-grade inflammation, a higher N use efficiency, and a possible decrease in liver clearance. Overall, the data support the use of SHB as a safe feed ingredient for lactating dairy cows.
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Affiliation(s)
- Agung Irawan
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR 97331; Universitas Sebelas Maret, Surakarta, 57126 Central Java, Indonesia
| | | | - Hunter Robert Ford
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR 97331
| | - Sebastiano Busato
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR 97331
| | - Serkan Ates
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR 97331
| | - Jenifer Cruickshank
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR 97331
| | - Juliana Ranches
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR 97331
| | - Charles T Estill
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR 97331; Carlson College of Veterinary Medicine, Oregon State University, Corvallis, OR 97331
| | - Erminio Trevisi
- Department of Animal Sciences, Food and Nutrition (DIANA), Università Cattolica del Sacro Cuore, Piacenza, 29122, Italy
| | - Massimo Bionaz
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR 97331.
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Busato S, Gordon M, Chaudhari M, Jensen I, Akyol T, Andersen S, Williams C. Compositionality, sparsity, spurious heterogeneity, and other data-driven challenges for machine learning algorithms within plant microbiome studies. Curr Opin Plant Biol 2023; 71:102326. [PMID: 36538837 PMCID: PMC9925409 DOI: 10.1016/j.pbi.2022.102326] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Revised: 11/08/2022] [Accepted: 11/21/2022] [Indexed: 06/17/2023]
Abstract
The plant-associated microbiome is a key component of plant systems, contributing to their health, growth, and productivity. The application of machine learning (ML) in this field promises to help untangle the relationships involved. However, measurements of microbial communities by high-throughput sequencing pose challenges for ML. Noise from low sample sizes, soil heterogeneity, and technical factors can impact the performance of ML. Additionally, the compositional and sparse nature of these datasets can impact the predictive accuracy of ML. We review recent literature from plant studies to illustrate that these properties often go unmentioned. We expand our analysis to other fields to quantify the degree to which mitigation approaches improve the performance of ML and describe the mathematical basis for this. With the advent of accessible analytical packages for microbiome data including learning models, researchers must be familiar with the nature of their datasets.
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Affiliation(s)
- Sebastiano Busato
- Department of Electrical and Computer Engineering, North Carolina State University, Raleigh, USA; NC Plant Sciences Initiative, North Carolina State University, Raleigh, USA
| | - Max Gordon
- Department of Electrical and Computer Engineering, North Carolina State University, Raleigh, USA; NC Plant Sciences Initiative, North Carolina State University, Raleigh, USA
| | - Meenal Chaudhari
- Department of Electrical and Computer Engineering, North Carolina State University, Raleigh, USA; NC Plant Sciences Initiative, North Carolina State University, Raleigh, USA
| | - Ib Jensen
- Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark
| | - Turgut Akyol
- Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark
| | - Stig Andersen
- Department of Molecular Biology and Genetics, Aarhus University, Aarhus, Denmark
| | - Cranos Williams
- Department of Electrical and Computer Engineering, North Carolina State University, Raleigh, USA; NC Plant Sciences Initiative, North Carolina State University, Raleigh, USA; Department of Plant and Microbial Biology, North Carolina State University, Raleigh, USA.
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Busato S, Ford HR, Abdelatty AM, Estill CT, Bionaz M. Peroxisome Proliferator-Activated Receptor Activation in Precision-Cut Bovine Liver Slices Reveals Novel Putative PPAR Targets in Periparturient Dairy Cows. Front Vet Sci 2022; 9:931264. [PMID: 35903133 PMCID: PMC9315222 DOI: 10.3389/fvets.2022.931264] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 06/06/2022] [Indexed: 12/24/2022] Open
Abstract
Metabolic challenges experienced by dairy cows during the transition between pregnancy and lactation (also known as peripartum), are of considerable interest from a nutrigenomic perspective. The mobilization of large amounts of non-esterified fatty acids (NEFA) leads to an increase in NEFA uptake in the liver, the excess of which can cause hepatic accumulation of lipids and ultimately fatty liver. Interestingly, peripartum NEFA activate the Peroxisome Proliferator-activated Receptor (PPAR), a transcriptional regulator with known nutrigenomic properties. The study of PPAR activation in the liver of periparturient dairy cows is thus crucial; however, current in vitro models of the bovine liver are inadequate, and the isolation of primary hepatocytes is time consuming, resource intensive, and prone to errors, with the resulting cells losing characteristic phenotypical traits within hours. The objective of the current study was to evaluate the use of precision-cut liver slices (PCLS) from liver biopsies as a model for PPAR activation in periparturient dairy cows. Three primiparous Jersey cows were enrolled in the experiment, and PCLS from each were prepared prepartum (−8.0 ± 3.6 DIM) and postpartum (+7.7± 1.2 DIM) and treated independently with a variety of PPAR agonists and antagonists: the PPARα agonist WY-14643 and antagonist GW-6471; the PPARδ agonist GW-50156 and antagonist GSK-3787; and the PPARγ agonist rosiglitazone and antagonist GW-9662. Gene expression was assayed through RT-qPCR and RNAseq, and intracellular triacylglycerol (TAG) concentration was measured. PCLS obtained from postpartum cows and treated with a PPARγ agonist displayed upregulation of ACADVL and LIPC while those treated with PPARδ agonist had increased expression of LIPC, PPARD, and PDK4. In PCLS from prepartum cows, transcription of LIPC was increased by all PPAR agonists and NEFA. TAG concentration tended to be larger in tissue slices treated with PPARδ agonist compared to CTR. Use of PPAR isotype-specific antagonists in PCLS cultivated in autologous blood serum failed to decrease expression of PPAR targets, except for PDK4, which was confirmed to be a PPARδ target. Transcriptome sequencing revealed considerable differences in response to PPAR agonists at a false discovery rate-adjusted p-value of 0.2, with the most notable effects exerted by the PPARδ and PPARγ agonists. Differentially expressed genes were mainly related to pathways involved with lipid metabolism and the immune response. Among differentially expressed genes, a subset of 91 genes were identified as novel putative PPAR targets in the bovine liver, by cross-referencing our results with a publicly available dataset of predicted PPAR target genes, and supplementing our findings with prior literature. Our results provide important insights on the use of PCLS as a model for assaying PPAR activation in the periparturient dairy cow.
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Affiliation(s)
- Sebastiano Busato
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR, United States
| | - Hunter R. Ford
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR, United States
| | - Alzahraa M. Abdelatty
- Department of Nutrition and Clinical Nutrition, Faculty of Veterinary Medicine, Cairo University, Giza, Egypt
| | - Charles T. Estill
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR, United States
- College of Veterinary Medicine, Oregon State University, Corvallis, OR, United States
| | - Massimo Bionaz
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR, United States
- *Correspondence: Massimo Bionaz
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Ford HR, Busato S, Trevisi E, Muchiri RN, van Breemen RB, Bionaz M, Ates S. Effects of Pasture Type on Metabolism, Liver and Kidney Function, Antioxidant Status, and Plant Secondary Compounds in Plasma of Grazing, Jersey Dairy Cattle During Mid-lactation. Front Anim Sci 2021. [DOI: 10.3389/fanim.2021.729423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Some pasture species are rich in phytochemicals, able to improve milk yield and quality and to reduce the environmental impacts of livestock farming. The phytochemicals interact with the different gene networks within the animal, such as nuclear factor erythroid 2-related factor 2 (NRF2), but their overall impact on animal health remains to be fully understood. The objective of this study was to identify the effects of pasture Legumes and non-leguminous Forbs containing high bioactive compounds on metabolism and activity of the liver, antioxidant response, kidney function, and inflammation of dairy cows using a large array of blood parameters associated with metabolism and the innate immune system. For this purpose, 26 parameters and the concentration of certain bioactive compounds were assessed in blood plasma, collected from the Jersey cows grazing either Grass, Legume, or Forb-based pastures. In addition, serum collected from all the cows was utilized to detect the changes in NRF2 activation in bovine mammary alveolar cells (MACT) and hepatocytes. Compared with Grass, the cows that grazed both Forb and Legume pastures had lower β-hydroxybutyric acid (BHB) and creatinine and larger vitamin E and the ferric reducing ability of the plasma, supporting an improved antioxidative status for these animals. Compared with both Grass and Legume, the cows that graze Forb pasture had lower urea and urea to creatinine ratio, and lower creatinine, indicating a better kidney function. The cows grazing Legume pasture had greater hematocrit, bilirubin, cholesterol, albumin, β-carotene, retinol, and thiol groups but lower ceruloplasmin, paraoxonase, and myeloperoxidase (MPO) than those grazed Grass and Forb pastures, indicating a positive effect of Legume pasture on the liver, oxidative stress, and red blood cells. The plasma of cows in the various pastures was enriched with various isoflavonoids, especially the cows grazed on Forb and Legume pastures, which likely contributed to improving the antioxidative status of those cows. However, this effect was likely not due to the higher activation of NRF2. Overall, these results indicate that Forb and Legume pastures rich in secondary metabolites do not strongly affect the metabolism but can improve the status of the liver and the kidney and improve the efficiency of N utilization and antioxidant response, compared with the Grass pasture.
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Ford H, Bionaz M, Ates S, Klopfenstein J, Vanegas J, Busato S, Hasan D, Park S, Pearce C, Quinones T, Ness K, Torres MA. 62 Feeding Chicory-plantain Silage and Se-yeast to Lactating Ewes Subjected to Intramammary Infection: Effect on the Immune System. J Anim Sci 2021. [DOI: 10.1093/jas/skab235.056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
The objective was to test the effect on the immune status by feeding a combination of chicory-plantain and Se-yeast in lactating ewes subjected to intramammary infection (IMI) with 2×107CFU of Strep uberis in both glands. For the purpose we enrolled 28 Polypay lactating sheep from a prior study where they were randomly allocated to receive chicory (CS) or grass (GC) silage and either 3.6 mg of Se/day as Se-yeast (DiaMune, Diamond V) (Y) or isoenergetic-isonitrogenous alfalfa meal (C) for 2 months. For the present study, ewes were kept on the original dietary regiment except the CT group received a chicory-plantain silage(50% each). Blood was collected prior to and for 10 days after IMI for a complete blood count(VetScan HM5), leukocytes migration, and rectal temperature (RT). Data were analyzed using GLIMMIX (SAS)with time, silage type, and Se and their interactions as the fixed effects and ewe as random effect with significance declared at P ≤ 0.05. RT was lower in chicory vs. grass before IMI and Se limited the RT increase after IMI. Total WBC levels tended (P = 0.06) to increase in animals fed with Se after IMI, which was driven by a larger number of lymphocytes. Hematocrit, red blood cells, and hemoglobin were strongly decreased by IMI. The mean cell volume was overall larger in ewes fed with chicory-plantain silage while mean cell hemoglobin was larger in animal fed with grass silage. The platelet distribution width was affected by silage*Se interaction due to a positive effect by Se in grass-fed but negative in chicory-plantain-fed ewes. Migration of neutrophils was larger in animals fed with chicory-plantain before IMI but similar between groups after IMI. Overall, these findings indicate that Se supplementation can increase lymphocytes with no effect on neutrophils while activity of neutrophils is positively affected by feeding chicory-plantain silage.
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Abdelatty AM, Mandouh MI, Mohamed SA, Busato S, Badr OAM, Bionaz M, Elolimy AA, Moustafa MMA, Farid OAA, Al-Mokaddem AK. Azolla leaf meal at 5% of the diet improves growth performance, intestinal morphology and p70S6K1 activation, and affects cecal microbiota in broiler chicken. Animal 2021; 15:100362. [PMID: 34583315 DOI: 10.1016/j.animal.2021.100362] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 08/21/2021] [Accepted: 08/23/2021] [Indexed: 12/16/2022] Open
Abstract
With growing concern about including unconventional dietary protein sources in poultry diets to substitute the protein sources that are essential for human consumption such as soybean meal, Azolla leaf meal (ALM) has grown in popularity. In our prior experiment, ALM was used at inclusion rates of 5 and 10%. Five per cent inclusion of ALM increased broiler chicken growth performance, the concentration of cecal propionic acid, and activation of skeletal muscle p70S6 Kinase1 (p70S6K1) without having detrimental effects on the meat quality. Those results prompted us to further evaluate the effect of the same inclusion rates of ALM on phase feeding and intestine and liver health of the broiler chicks. The current study hypothesis is that dietary ALM positively affects phase feeding, intestinal morphology and p70S6K1 activation, cecal microbial gene expression, and improves the liver energy status. For this, we enrolled 135 one-day-old broiler chicks and collected growth performance data (starter, grower, and finisher stages) and samples of the gastrointestinal tract to analyse the morphology of the villi, immune-related organs, mucin, and abundance of intestinal p70S6K1. Cecal bacterial species were analysed using qPCR and liver samples were collected to analyse adenosine monophosphate (AMP) and ATP content and selected oxidative stress biomarkers. ALM increased BW and feed intake during the starter and grower phases but did not affect the feed conversion ratio. Liver oxidative stress and AMP: ATP ratio increased in chickens fed on a diet containing 10% ALM (AZ10; P < 0.05). Jejunum villi length and abundance of duodenal neutral mucin increased but villi of the ileum decreased in chickens fed on a diet containing 5% ALM (AZ5), while lymphoid follicle areas of the cecal tonsils decreased with both doses of ALM. Activation of p70S6K1 increased with AZ10 in the duodenum and AZ5 in the jejunum. In the gut, the family of Enterobacteriaceae decreased with both ALM doses. In conclusion, our results indicate an overall positive effect of dietary inclusion of ALM in the broiler chicken diet via its positive effect on intestinal morphology and function; however, a negative effect on the liver was observed with 10% ALM.
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Affiliation(s)
- A M Abdelatty
- Department of Nutrition and Clinical Nutrition, Faculty of Veterinary Medicine, Cairo University, Giza 12211, Egypt.
| | - M I Mandouh
- Department of Nutrition and Clinical Nutrition, Faculty of Veterinary Medicine, Cairo University, Giza 12211, Egypt
| | - S A Mohamed
- Department of Genetics and Genetic Engineering, Faculty of Agriculture, Benha University, Qalyubia 23311, Egypt
| | - S Busato
- Department of Animal and Rangeland Sciences, Oregon State University, 97331, USA
| | - O A M Badr
- Department of Genetics and Genetic Engineering, Faculty of Agriculture, Benha University, Qalyubia 23311, Egypt
| | - M Bionaz
- Department of Animal and Rangeland Sciences, Oregon State University, 97331, USA
| | - A A Elolimy
- Department of Animal Production, National Research Centre, Giza 13523, Egypt
| | - M M A Moustafa
- Department of Genetics and Genetic Engineering, Faculty of Agriculture, Benha University, Qalyubia 23311, Egypt
| | - O A A Farid
- Department of Physiology, National Organization for Drug Control and Research, Egypt
| | - A K Al-Mokaddem
- Department of Pathology, Faculty of Veterinary Medicine, Cairo University, Giza 12211, Egypt
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Busato S, Bionaz M. When Two plus Two Is More than Four: Evidence for a Synergistic Effect of Fatty Acids on Peroxisome Proliferator-Activated Receptor Activity in a Bovine Hepatic Model. Genes (Basel) 2021; 12:genes12081283. [PMID: 34440457 PMCID: PMC8393910 DOI: 10.3390/genes12081283] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 08/16/2021] [Accepted: 08/19/2021] [Indexed: 12/12/2022] Open
Abstract
The inclusion of fat in livestock diets represents a valuable and cost-effective way to increase the animal’s caloric intake. Beyond their caloric value, fatty acids can be understood in terms of their bioactivity, via the modulation of the ligand-dependent nuclear peroxisome proliferator-activated receptors (PPAR). Isotypes of PPAR regulate important metabolic processes in both monogastric and ruminant animals, including the metabolism of fatty acids (FA), the production of milk fat, and the immune response; however, information on the modulation of bovine PPAR by fatty acids is limited. The objective of this study was to expand our understanding on modulation of bovine PPAR by FA, both when used individually and in combination, in an immortalized cell culture model of bovine liver. Of the 10 FA included in the study, the greatest activation of the PPAR reporter was detected with saturated FA C12:0, C16:0, and C18:0, as well as phytanic acid, and the unsaturated FA C16:1 and C18:1. When supplemented in mixtures of 2 FA, the most effective combination was C12:0 + C16:0, while in mixtures of 3 FA, the greatest activation was caused by combinations of C12:0 with C16:0 and either C18:0, C16:1, or C18:1. Some mixtures display a synergistic effect that leads to PPAR activation greater than the sum of their parts, which may be explained by structural dynamics within the PPAR ligand-binding pocket. Our results provide fundamental information for the development of tailored dietary plans that focus on the use of FA mixtures for nutrigenomic purposes.
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Ford HR, Busato S, Bionaz M. In vitro–In vivo Hybrid Approach for Studying Modulation of NRF2 in Immortalized Bovine Mammary Cells. Front Anim Sci 2021. [DOI: 10.3389/fanim.2021.674355] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Nuclear factor erythroid 2-related factor 2 (NRF2) plays a key role in the response to oxidative stress. Diets containing known NRF2 modulators could be used to minimize oxidative stress in dairy cows. Currently, studies evaluating the activity of NRF2 in bovine have used the classical in vitro approach using synthetic media, which is very different than in vivo conditions. Furthermore, studies carried out in vivo cannot capture the short-term and dynamic response of NRF2. Thus, there is a need to develop new approaches to study NRF2 modulation. The aim of the present study was to establish an in vitro–in vivo hybrid system to investigate activation of NRF2 in bovine cells that can serve as an intermediate model with results closer to what is expected in vivo. To accomplish the aim, we used a combination of a gene reporter assay in immortalized bovine mammary cells, synthetic NRF2 modulators, and blood serum from periparturient cows. Synthetic agonist tert-butylhydroquinone and sulforaphane confirmed to be effective activators of bovine NRF2 with acute and large effect at 30 and 5 μM, respectively, with null response after the above doses due to cytotoxicity. When the agonists were added to blood serum the response was more linear with maximum activation of NRF2 at 100 and 30 μM, respectively, and the cytotoxicity was prevented. High concentration of albumin in blood serum plays an important role in such an effect. Brusatol (100 nM) was observed to be an effective NRF2 inhibitor while also displaying general protein synthesis inhibition and cytotoxicity when added to synthetic media. A consistent inhibition of NRF2 was observed when brusatol was added to the blood serum but the cytotoxicity was reduced. The synthetic inhibitor ML385 had no effect on modulation of bovine NRF2. Hydrogen peroxide activates NRF2 in bovine mammary cells starting from 100 μM; however, strong cytotoxicity was detected starting at 250 μM when cells were cultivated in the synthetic media, while blood serum prevented cytotoxicity. Overall, our data indicated that the use of synthetic media can be misleading in the study of NRF2 in bovine and the use of blood serum appears necessary.
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Bionaz M, Vargas-Bello-Pérez E, Busato S. Advances in fatty acids nutrition in dairy cows: from gut to cells and effects on performance. J Anim Sci Biotechnol 2020; 11:110. [PMID: 33292523 PMCID: PMC7667790 DOI: 10.1186/s40104-020-00512-8] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 09/08/2020] [Indexed: 02/06/2023] Open
Abstract
High producing dairy cows generally receive in the diet up to 5-6% of fat. This is a relatively low amount of fat in the diet compared to diets in monogastrics; however, dietary fat is important for dairy cows as demonstrated by the benefits of supplementing cows with various fatty acids (FA). Several FA are highly bioactive, especially by affecting the transcriptome; thus, they have nutrigenomic effects. In the present review, we provide an up-to-date understanding of the utilization of FA by dairy cows including the main processes affecting FA in the rumen, molecular aspects of the absorption of FA by the gut, synthesis, secretion, and utilization of chylomicrons; uptake and metabolism of FA by peripheral tissues, with a main emphasis on the liver, and main transcription factors regulated by FA. Most of the advances in FA utilization by rumen microorganisms and intestinal absorption of FA in dairy cows were made before the end of the last century with little information generated afterwards. However, large advances on the molecular aspects of intestinal absorption and cellular uptake of FA were made on monogastric species in the last 20 years. We provide a model of FA utilization in dairy cows by using information generated in monogastrics and enriching it with data produced in dairy cows. We also reviewed the latest studies on the effects of dietary FA on milk yield, milk fatty acid composition, reproduction, and health in dairy cows. The reviewed data revealed a complex picture with the FA being active in each step of the way, starting from influencing rumen microbiota, regulating intestinal absorption, and affecting cellular uptake and utilization by peripheral tissues, making prediction on in vivo nutrigenomic effects of FA challenging.
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Affiliation(s)
- Massimo Bionaz
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR, 97331, USA.
| | - Einar Vargas-Bello-Pérez
- Department of Veterinary and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Grønnegårdsvej 3, DK-1870, Frederiksberg C, Denmark
| | - Sebastiano Busato
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR, 97331, USA
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Rosa F, Busato S, Avaroma FC, Mohan R, Carpinelli N, Bionaz M, Osorio JS. Short communication: Molecular markers for epithelial cells across gastrointestinal tissues and fecal RNA in preweaning dairy calves. J Dairy Sci 2020; 104:1175-1182. [PMID: 33162086 DOI: 10.3168/jds.2020-18955] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 08/14/2020] [Indexed: 11/19/2022]
Abstract
The objective of this study was to compare the transcription of gene markers for gastrointestinal (GI) epithelial cells, including fatty acid binding protein 2 (FABP2) and cytokeratin 8 (KRT8), and tight junction complex genes (TJP1, CLDN1, CLDN4) in fecal RNA against several GI tract tissue sections in dairy calves. Eight healthy Jersey calves were euthanized at 5 wk of age, and postmortem samples were collected from rumen, duodenum, jejunum, ileum, large intestine, cecum, and feces for total RNA isolation. Tissues and fecal samples were immediately frozen in liquid nitrogen until RNA isolation. A real-time quantitative PCR analysis was performed using a single standard curve composited of equal amounts of all samples, including cDNA from fecal and GI tract tissues. The mRNA expression of the tight junctions TJP1, CLDN1, and CLDN4 was greater in fecal RNA compared with lower GI tract tissues (i.e., duodenum, jejunum, ileum, large intestine, and cecum). Similar to fecal RNA, rumen tissue had greater expression of tight junctions CLDN1 and CLDN4 than lower GI tract tissues. Similarly, rumen tissue had greater expression of TPJ1 than all lower GI tract tissues except duodenum. The expression of TJP1 and CLDN4 was greater in fecal RNA than in rumen tissue; in contrast, CLDN1 mRNA expression was greater in rumen tissue than in the fecal RNA. The expression of FABP2 was greater in duodenum in comparison to all tissue except ileum. The mRNA expression of FABP2 in fecal samples was similar to jejunum and ileum. The expression of KRT8 in fecal samples was similar to duodenum, large intestine, and cecum. The fecal RNA had a greater expression of KRT8 in comparison to jejunum and ileum. The rumen tissue had the lowest mRNA expression of KRT8. The expression levels of FABP2, KRT8, and tight junction genes observed in fecal transcripts suggest that a considerable amount of RNA derived from GI tract epithelial cells can be detected in fecal RNA, which is in agreement with previous data in neonatal dairy calves and other biological models including humans, rodents, and primates. The greater expression of tight junctions in fecal RNA in comparison to sections of the low GI remains to be understood, and due to the importance of tight junctions in GI physiology, further clarification of this effect is warranted. The similarities in mRNA expression of FABP2 and KRT8 between fecal RNA and intestinal sections add up to the accumulating evidence that fecal RNA can be used to investigate molecular alterations in the GI tract of neonatal dairy calves. Further research in this area should include high-throughput transcriptomic analysis via RNA-seq to uncover novel molecular markers for specific sections of the GI tract of neonates.
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Affiliation(s)
- F Rosa
- Dairy and Food Science Department, South Dakota State University, Brookings, 57007
| | - S Busato
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, 97331
| | - F C Avaroma
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, 97331
| | - R Mohan
- Dairy and Food Science Department, South Dakota State University, Brookings, 57007
| | - N Carpinelli
- Dairy and Food Science Department, South Dakota State University, Brookings, 57007
| | - M Bionaz
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, 97331
| | - J S Osorio
- Dairy and Food Science Department, South Dakota State University, Brookings, 57007.
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Busato S, Bionaz M. The interplay between non-esterified fatty acids and bovine peroxisome proliferator-activated receptors: results of an in vitro hybrid approach. J Anim Sci Biotechnol 2020; 11:91. [PMID: 32793344 PMCID: PMC7419192 DOI: 10.1186/s40104-020-00481-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Accepted: 06/03/2020] [Indexed: 12/17/2022] Open
Abstract
Background In dairy cows circulating non-esterified fatty acids (NEFA) increase early post-partum while liver and other tissues undergo adaptation to greater lipid metabolism, mainly regulated by peroxisome proliferator-activated receptors (PPAR). PPAR are activated by fatty acids (FA), but it remains to be demonstrated that circulating NEFA or dietary FA activate bovine PPAR. We hypothesized that circulating NEFA and dietary FA activate PPAR in dairy cows. Methods The dose-response activation of PPAR by NEFA or dietary FA was assessed using HP300e digital dispenser and luciferase reporter in several bovine cell types. Cells were treated with blood plasma isolated from Jersey cows before and after parturition, NEFA isolated from the blood plasma, FA released from lipoproteins using milk lipoprotein lipase (LPL), and palmitic acid (C16:0). Effect on each PPAR isotype was assessed using specific synthetic inhibitors. Results NEFA isolated from blood serum activate PPAR linearly up to ~ 4-fold at 400 μmol/L in MAC-T cells but had cytotoxic effect. Addition of albumin to the culture media decreases cytotoxic effects of NEFA but also PPAR activation by ~ 2-fold. Treating cells with serum from peripartum cows reveals that much of the PPAR activation can be explained by the amount of NEFA in the serum (R2 = 0.91) and that the response to serum NEFA follows a quadratic tendency, with peak activation around 1.4 mmol/L. Analysis of PPAR activation by serum in MAC-T, BFH-12 and BPAEC cells revealed that most of the activation is explained by the activity of PPARδ and PPARγ, but not PPARα. Palmitic acid activated PPAR when added in culture media or blood serum but the activation was limited to PPARδ and PPARα and the response was nil in serum from post-partum cows. The addition of LPL to the serum increased > 1.5-fold PPAR activation. Conclusion Our results support dose-dependent activation of PPAR by circulating NEFA in bovine, specifically δ and γ isotypes. Data also support the possibility of increasing PPAR activation by dietary FA; however, this nutrigenomics approach maybe only effective in pre-partum but not post-partum cows.
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Affiliation(s)
- Sebastiano Busato
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR USA
| | - Massimo Bionaz
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR USA
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Busato S, Bionaz M. The Interplay Between Non-Esterified Fatty Acids and Bovine Peroxisome Proliferator-Activated Receptors: Results of an In Vivo-In Vitro Hybrid Approach. Curr Dev Nutr 2020. [DOI: 10.1093/cdn/nzaa058_003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Objectives
Metabolic stressors and energy deficiency related to parturition induce lipolysis in dairy cows with a subsequent increase in circulating non-esterified fatty acids (NEFA). We hypothesized that circulating NEFA directly activate the Peroxisome Proliferator-Activated Receptors (PPAR), a transcription factor with known nutrigenomics response to fatty acids, in a dose-dependent manner.
Methods
Whole-blood samples were collected from five cows at different times between −40 and +10 days relative to parturition to isolate serum. NEFA were extracted from said samples through solid-phase extraction. A bioluminescent reported, bound to a PPAR response element, was used to assess PPAR activation in response to the treatments. To estimate individual PPAR isotype activation, PPAR isotype-specific antagonists were used, along with the treatments.
Results
Isolated NEFA activate PPAR linearly up to 400 μM, with a decrease in their effect when albumin is introduced. A hybrid approach, treating cells with bovine serum from different stages of parturition, revealed that much of the PPAR activation can be explained by the amount of NEFA in the serum, and that its activation follows a quadratic tendency (calculated maximum activation at 1.47 mM NEFA of 4.8-fold vs. DMEM control, R2 = 0.91). Further analysis of the effect of serum NEFA on PPAR revealed that they mostly activate PPARδ and PPARγ, but not PPARα. However, addition of palmitic acid to the media activate PPARδ and PPARα, but not PPARγ, and only when circulating NEFA are low (0.16 mM, prepartum), while additional palmitate did not increase PPAR activation in serum with high NEFA (0.71 mM, postpartum). Finally, the addition of lipoprotein lipase to the serum, in order to mimic release of NEFA from VLDL, increased PPAR activation, recapitulating the role of dietary lipids in the regulation of PPAR.
Conclusions
Taken together, our results support the activation of PPAR by NEFA, helping to explain prior observations on PPAR activation in peripartum cows. Additionally, we outlined the role of dietary fatty acids in activating PPAR and their interaction with serum NEFA. Our results aid in setting the foundation for nutrigenomics approaches in ruminant nutrition.
Funding Sources
This study was funded by the Oregon Beef Council.
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Ford H, Busato S, Bionaz M. Natural Products Sulforaphane and Brusatol Modulate NRF2 in Bovine Mammary Cells. Curr Dev Nutr 2020. [DOI: 10.1093/cdn/nzaa045_030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Objectives
The objectives were to analyze the effect of the natural isothiocyanate sulforaphane, an agonist of NRF2, and the natural quassinoid brusatol, an NRF2 antagonist, on modulation of NRF2 in bovine mammary cells. The effects of each compound were analyzed in both serum from dairy cows before and after parturition as well as DMEM in order to better estimate in vivo effects. Given the heightened levels of oxidative stress experienced by high-producing dairy cattle, a better understanding the role of NRF2 in these animals and natural products that may modulate it is needed.
Methods
Immortalized bovine mammary cells (MACT) were transfected with a luminescent gene reporter for NRF2 and cultured in media or serum collected from cows before (−29 ± 2 days relative to calving) or after parturition (7 ± 0 days relative to calving). In addition, cells were treated with either sulforaphane (SFN) or brusatol (BRU) in a series of concentrations for 24 hours in order to analyze the response of NRF2. NRF2 modulation was measured via a luciferase reporter assay. Cell viability and toxicity were also assessed using fluorescent dyes.
Results
Treatment of MACT cells grown in either DMEM or serum with SFN resulted in significant NRF2 activation, but with cytotoxic effects seen as dose increased. At both 5 µM and 10 µM, treatment with SFN resulted in significant activation of NRF2 (P < 0.001), but with significant cytotoxicity at 10 µM and above. Both NRF2 activation and cytotoxicity were reduced in the presence of serum, with significant activation of NRF2 happening at 30 µM and cytotoxicity being significantly reduced in comparison to treatments performed in DMEM. BRU was observed to be an effective NRF2 inhibitor, with the greatest levels of inhibition occurring at 100 nM (P < 0.005) in all growth medias. Comparisons between BRU treatments performed in serum and DMEM are inconclusive, with no apparent differences in NRF2 inhibition, but with significant differences in cytotoxicity (P < 0.001), with prepartum serum having the strongest protective effect.
Conclusions
SFN and BRU, can modulate NRF2 in bovine mammary cells in vitro but are potentially cytotoxic at higher doses. Additionally, culturing and treatment of cells in serum as opposed to DMEM resulted in improvements in cell viability while also affecting NRF2 activation by SFN.
Funding Sources
Agricultural Research Foundation 2019–2021.
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Busato S, Mezzetti M, Logan P, Aguilera N, Bionaz M. What's the norm in normalization? A frightening note on the use of RT-qPCR in the livestock science. Gene 2019; 721S:100003. [PMID: 34531001 PMCID: PMC7285961 DOI: 10.1016/j.gene.2018.100003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Revised: 11/29/2018] [Accepted: 12/10/2018] [Indexed: 11/26/2022]
Abstract
Reverse-Transcription quantitative PCR (RT-qPCR) provides a valuable tool to study gene expression with exquisite sensitivity. To retain its inferential power, user-introduced technical variability must be reduced and accounted for. Selecting a set of stably expressed internal control genes (ICG), validated for each experimental condition/sample set, is widely accepted as a reliable way to normalize RT-qPCR data and account for said variability. Despite significant efforts in establishing standardized and resource-efficient normalization approaches, numerous recent reports have underlined deficiencies in the state of RT-qPCR normalization. Livestock science has benefitted tremendously from the use of RT-qPCR; however, the issue of lack of proper normalization likely affects this discipline as well. We thus decided to determine whether this is true, and to which extent. We conducted an in-depth analysis of all (225) RT-qPCR articles published in the six most prominent livestock journals in the field from 2013 to 2017. A quantitative scale was constructed, and values were assigned to each article based on the number of ICG used, the use of a publicly available algorithm to assess the reliability of ICG, and the reporting of pertinent information related to ICG (ranges from 0 = total noncompliance - to 100 = total compliance). Out of the surveyed group, only 10.7% of the publications obtained a score of 100, while the largest group (n = 158) was represented by articles that scored 0. Subdividing articles based on whether an algorithm to validate ICG was used (YAL) or not (NAL) revealed the use of a larger number of ICG to normalize RT-qPCR in the YAL group compared to NAL (1.4-fold more, 95% C.I.: 1.11–1.84) and was closer to the “gold standard” of three ICG. Using an algorithm also increased the diversity of ICG and significantly reduced the use of RNA18S, whose suitability as ICG has been thoroughly debated. These remarkably low normalization standards are likely to generate questionable results that can severely hinder the advance of transcriptomic studies in livestock science and related fields. Subpar normalization of reverse transcription qPCR was reported for the five major livestock journals over the period 2013-2017 The use of algorithms for validation led to a greater number of ICG used, and greater variety of ICGs The issue could be solved by editors by enforcing the use of the standardized MIQE guidelines for RT-qPCR
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Affiliation(s)
- Sebastiano Busato
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR 97331, United States of America
| | - Matteo Mezzetti
- Istituto di Zootecnica, Facoltà di Agraria, Università Cattolica del Sacro Cuore, 29122 Piacenza, Italy
| | - Paul Logan
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR 97331, United States of America
| | - Nicolas Aguilera
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR 97331, United States of America
| | - Massimo Bionaz
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, OR 97331, United States of America.
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Tian H, Luo J, Zhang Z, Wu J, Zhang T, Busato S, Huang L, Song N, Bionaz M. CRISPR/Cas9-mediated Stearoyl-CoA Desaturase 1 (SCD1) Deficiency Affects Fatty Acid Metabolism in Goat Mammary Epithelial Cells. J Agric Food Chem 2018; 66:10041-10052. [PMID: 30180552 DOI: 10.1021/acs.jafc.8b03545] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Stearoyl-CoA desaturase 1 (SCD1) is a fatty acid desaturase catalyzing cis-double-bond formation in the Δ9 position to produce monounsaturated fatty acids essential for the synthesis of milk fat. Previous studies using RNAi methods have provided support for a role of SCD1 in goat mammary epithelial cells (GMEC); however, RNAi presents several limitations that might preclude a truthful understanding of the biological function of SCD1. To explore the function of SCD1 on fatty acid metabolism in GMEC, we used CRISPR-Cas9-mediated SCD1 knockout through non-homologous end-joining (NHEJ) and homology-directed repair (HDR) pathways in GMEC. We successfully introduced nucleotide deletions and mutations in the SCD1 gene locus through the NHEJ pathway and disrupted its second exon via insertion of an EGFP-PuroR segment using the HDR pathway. In clones derived from the latter, gene- and protein-expression data indicated that we obtained a monoallelic SCD1 knockout. A T7EN1-mediated assay revealed no off-targets in the surveyed sites. The contents of triacylglycerol and cholesterol and the desaturase index were significantly decreased as a consequence of SCD1 knockout. The deletion of SCD1 decreased the expression of other genes involved in de novo fatty acid synthesis, including SREBF1 and FASN, as well the fatty acid transporters FABP3 and FABP4. The downregulation of these genes partly explains the decrease of intracellular triacylglycerols. Our results indicate a successful SCD1 knockout in goat mammary cells using CRISPR-Cas9. The demonstration of the successful use of CRISPR-Cas9 in GMEC is an important step to producing transgenic goats to study mammary biology in vivo.
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Affiliation(s)
- Huibin Tian
- Shaanxi Key Laboratory of Molecular Biology for Agriculture, College of Animal Science and Technology , Northwest A&F University , Yangling 712100 , China
| | - Jun Luo
- Shaanxi Key Laboratory of Molecular Biology for Agriculture, College of Animal Science and Technology , Northwest A&F University , Yangling 712100 , China
| | - Zhifei Zhang
- Shaanxi Key Laboratory of Molecular Biology for Agriculture, College of Animal Science and Technology , Northwest A&F University , Yangling 712100 , China
| | - Jiao Wu
- Shaanxi Key Laboratory of Molecular Biology for Agriculture, College of Animal Science and Technology , Northwest A&F University , Yangling 712100 , China
| | - Tianying Zhang
- Shaanxi Key Laboratory of Molecular Biology for Agriculture, College of Animal Science and Technology , Northwest A&F University , Yangling 712100 , China
| | - Sebastiano Busato
- Department of Animal and Rangeland Sciences , Oregon State University , Corvallis , Oregon 97331 , United States
| | - Lian Huang
- Shaanxi Key Laboratory of Molecular Biology for Agriculture, College of Animal Science and Technology , Northwest A&F University , Yangling 712100 , China
| | - Ning Song
- Shaanxi Key Laboratory of Molecular Biology for Agriculture, College of Animal Science and Technology , Northwest A&F University , Yangling 712100 , China
| | - Massimo Bionaz
- Department of Animal and Rangeland Sciences , Oregon State University , Corvallis , Oregon 97331 , United States
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16
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Rosa F, Busato S, Avaroma FC, Linville K, Trevisi E, Osorio JS, Bionaz M. Transcriptional changes detected in fecal RNA of neonatal dairy calves undergoing a mild diarrhea are associated with inflammatory biomarkers. PLoS One 2018; 13:e0191599. [PMID: 29373601 PMCID: PMC5786293 DOI: 10.1371/journal.pone.0191599] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2017] [Accepted: 01/08/2018] [Indexed: 12/21/2022] Open
Abstract
After birth, a newborn calf has to adapt to an extrauterine life characterized by several physiological changes. In particular, maturation of the gastrointestinal tract in a new environment loaded with potential pathogens, which can predispose neonatal calves to develop diarrhea, and is a major cause of morbidity and mortality during the first 4 wks of life. We aimed to investigate the inflammatory adaptations at a transcriptomic level in the gastrointestinal (GI) tract to a mild diarrhea in neonatal dairy calves using RNA isolated from fresh fecal samples. Eight newborn Jersey male calves were used from birth to 5 wks of age and housed in individual pens. After birth, calves received 1.9 L of colostrum from their respective dams. Calves had ad-libitum access to water and starter grain (22% CP) and were fed twice daily a total of 5.6 L pasteurized whole milk. Starter intake, body weight (BW), fecal score, withers height (WH), and rectal temperature (RT) were recorded throughout the experiment. Blood samples were collected weekly for metabolic and inflammatory profiling from wk 0 to wk 5. Fresh fecal samples were collected weekly and immediately flash frozen until RNA was extracted using a Trizol-based method, and subsequently, an RT-qPCR analysis was performed. Orthogonal contrasts were used to evaluate linear or quadratic effects over time. Starter intake, BW, and WH increased over time. Fecal score was greatest (2.6 ± 0.3) during wk 2. The concentrations of IL-6, ceruloplasmin, and haptoglobin had a positive quadratic effect with maximal concentrations during wk 2, which corresponded to the maximal fecal score observed during the same time. The concentration of serum amyloid A decreased over time. The mRNA expression of the proinflammatory related genes TLR4, TNFA, IL8, and IL1B had a positive quadratic effect of time. A time effect was observed for the cell membrane sodium-dependent glucose transporter SLC5A1, for the major carbohydrate facilitated transporter SLC2A2, and water transport function AQP3, where SLC5A1 and AQP3 had a negative quadratic effect over time. Our data support the use of the fecal RNA as a noninvasive tool to investigate intestinal transcriptomic profiling of dairy calves experiencing diarrhea, which would be advantageous for future research including nutritional effects and health conditions.
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Affiliation(s)
- Fernanda Rosa
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, Oregon, United States of America
| | - Sebastiano Busato
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, Oregon, United States of America
| | - Fatima C. Avaroma
- Escuela Agrícola Panamericana El Zamorano, El Zamorano, Francisco Morazán, Honduras
| | - Kali Linville
- Department of Dairy and Food Sciences, South Dakota State University, Brookings, South Dakota, United States of America
| | - Erminio Trevisi
- Istituto di Zootecnica, Facoltà di Scienze Agrarie, Alimentari e Ambientali, Università Cattolica del Sacro Cuore, Piacenza, Italy
| | - Johan S. Osorio
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, Oregon, United States of America
- * E-mail:
| | - Massimo Bionaz
- Department of Animal and Rangeland Sciences, Oregon State University, Corvallis, Oregon, United States of America
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Rosa F, Busato S, Avaroma C, Linville K, Trevisi E, Bionaz M, Osorio JS. 314 Physiological adaptations in the gastrointestinal tract detected by a fecal RNA method and blood inflammatory biomarkers in neonatal dairy calves undergoing a mild diarrhea. J Anim Sci 2017. [DOI: 10.2527/asasmw.2017.314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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18
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Muzzatti B, Mella S, Bomben F, Flaiban C, Gipponi K, Piccinin M, Busato S, Annunziata MA. Intensity and prevalence of depressive states in cancer inpatients: a large sample descriptive study. Eur J Cancer Care (Engl) 2016; 27. [PMID: 27357446 DOI: 10.1111/ecc.12542] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/10/2016] [Indexed: 12/01/2022]
Abstract
In cancer patients, depression causes suffering during the whole disease trajectory and it also influences the personal perception of well-being as well as treatment adherence. Consequently, its better definition is needed for planning more tailored supportive programmes. This study was aimed to provide information on depressive state intensity and prevalence in an heterogeneous sample of cancer inpatients. In addition, associations were studied between depressive state and different socio-demographic and clinical factors. A total of 1,147 consecutive adult cancer inpatients completed the Center for Epidemiologic Studies Scale on Depression together with a form for collecting socio-demographic and clinical data. The mean score of depression was 16.9 (SD = 9.3). There were differences in depression intensity associated with gender (p < .001), age (p = .001) and cancer type (p < .001), but not with education level (p = .282) or marital status (p = .436). Of the entire sample 13.9% had depressive states; this percentage raised to 26.2% if a less stringent criterion was used. These data reinforce the importance of a clinical and research focus on depression in oncology. As differences according to gender, age and diagnosis exist in depression prevalence and intensity, tailored supportive intervention should be planned and verified for effectiveness and efficacy.
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Affiliation(s)
- B Muzzatti
- Unit of Oncological Psychology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano, Italy
| | - S Mella
- Unit of Oncological Psychology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano, Italy
| | - F Bomben
- Unit of Oncological Psychology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano, Italy
| | - C Flaiban
- Unit of Oncological Psychology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano, Italy
| | - K Gipponi
- Unit of Oncological Psychology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano, Italy
| | - M Piccinin
- Unit of Oncological Psychology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano, Italy
| | - S Busato
- Unit of Oncological Psychology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano, Italy
| | - M A Annunziata
- Unit of Oncological Psychology, Centro di Riferimento Oncologico, National Cancer Institute, Aviano, Italy
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Amir E, Busato S, Köhler J, Lorigan P, Thatcher N, Blackhall F. Tarceva in relapsed non-small cell lung cancer: experience from Northwest England. Lung Cancer 2008. [DOI: 10.1016/s0169-5002(08)70081-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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20
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Ghi MG, Paccagnella A, Stanta G, Murer B, Petrera F, Busato S, Bonin S, Medici M, Carnuccio R, Biason R. Retrospective analyses of m-RNA gene expression profile from formalin fixed paraffin embedded (FFPE) specimens in colorectal cancer (CRC) and correlation with chemoresponsiveness. J Clin Oncol 2007. [DOI: 10.1200/jco.2007.25.18_suppl.15039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
15039 Background: Patients with chemoresponsive tumors are more likely to have a survival advantage, consequently a great interest is being placed on the identification of predictive markers. Currently, the improving in the extraction techniques allow the detection of gene profile at the mRNA level from FFPE materials. The purpose of the study was to analyse the m-RNA level of specific genes from FFPE (Stanta et al, BioTechniques 1998), both primary tumor (T) and locoregional lymphnodes (N) in CRC patients treated with chemotherapy (CT), and to relate it with chemoresponsiveness. Material and Methods: RNA was extract from FFPE tumor specimen both in T and N. RNA was reversing transcribed to cDNA. From the cDNA sample, BRCA1, ERCC1, CES2 and TS gene transcripts were specifically amplified by PCR. ERCC1 and BRCA1 are involved in platinum-compound resistance; TS is involved in responses to 5Fluorouracil (5FU) and CES2 level expression was recently related to Irinotecan pro-drug activation. Eligible patients included metastatic CRC patients treated from March 2000 to December 2003 as first line CT with Oxaliplatin/5FU or Irinotecan/5FU or 5FU alone. Results: Forty-five consecutive patients were retrospectively analysed. 15 of them received Oxaliplatin/5FU, 15 Irinotecan/5FU and the other 15 5FU alone. Median age was 64 (range 46–75). 13 patients (28%) had received adjuvant CT. 32 patients (72%) had metastatic disease at the time of surgery. Global Response Rate was 44%. All 45 patients received 5FU and they were analysed for the level of TS expression. With Multiple Regression Analysis, no statistical significant relation between TS level expression and response to 5FU was observed (P=0.36). A strong relation was observed between ERCC1 and response to Oxaliplatin (P=0.006) and a possible correlation of BRCA1-exon11 level expression and response to Irinotecan (P=0.06). The analyses of CES2 and the relation between gene expression and survival are ongoing. Conclusions: The analyses of mRNA gene expression profile from FFPE could be use to predicting response to CT in CRC patients. To test this hypothesis, a randomized phase II-III prospective study of tailored therapy in metastatic CRC is planned. No significant financial relationships to disclose.
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Affiliation(s)
- M. G. Ghi
- Ospedale Umberto I, Mestre-Venezia, Italy; Molecular Hystopathology Lab, Trieste Unversity, Italy; Pathology Dept, Umberto I Hospital, Venezia Mestre, Italy; Azienda Ospedaliera, Padova, Italy
| | - A. Paccagnella
- Ospedale Umberto I, Mestre-Venezia, Italy; Molecular Hystopathology Lab, Trieste Unversity, Italy; Pathology Dept, Umberto I Hospital, Venezia Mestre, Italy; Azienda Ospedaliera, Padova, Italy
| | - G. Stanta
- Ospedale Umberto I, Mestre-Venezia, Italy; Molecular Hystopathology Lab, Trieste Unversity, Italy; Pathology Dept, Umberto I Hospital, Venezia Mestre, Italy; Azienda Ospedaliera, Padova, Italy
| | - B. Murer
- Ospedale Umberto I, Mestre-Venezia, Italy; Molecular Hystopathology Lab, Trieste Unversity, Italy; Pathology Dept, Umberto I Hospital, Venezia Mestre, Italy; Azienda Ospedaliera, Padova, Italy
| | - F. Petrera
- Ospedale Umberto I, Mestre-Venezia, Italy; Molecular Hystopathology Lab, Trieste Unversity, Italy; Pathology Dept, Umberto I Hospital, Venezia Mestre, Italy; Azienda Ospedaliera, Padova, Italy
| | - S. Busato
- Ospedale Umberto I, Mestre-Venezia, Italy; Molecular Hystopathology Lab, Trieste Unversity, Italy; Pathology Dept, Umberto I Hospital, Venezia Mestre, Italy; Azienda Ospedaliera, Padova, Italy
| | - S. Bonin
- Ospedale Umberto I, Mestre-Venezia, Italy; Molecular Hystopathology Lab, Trieste Unversity, Italy; Pathology Dept, Umberto I Hospital, Venezia Mestre, Italy; Azienda Ospedaliera, Padova, Italy
| | - M. Medici
- Ospedale Umberto I, Mestre-Venezia, Italy; Molecular Hystopathology Lab, Trieste Unversity, Italy; Pathology Dept, Umberto I Hospital, Venezia Mestre, Italy; Azienda Ospedaliera, Padova, Italy
| | - R. Carnuccio
- Ospedale Umberto I, Mestre-Venezia, Italy; Molecular Hystopathology Lab, Trieste Unversity, Italy; Pathology Dept, Umberto I Hospital, Venezia Mestre, Italy; Azienda Ospedaliera, Padova, Italy
| | - R. Biason
- Ospedale Umberto I, Mestre-Venezia, Italy; Molecular Hystopathology Lab, Trieste Unversity, Italy; Pathology Dept, Umberto I Hospital, Venezia Mestre, Italy; Azienda Ospedaliera, Padova, Italy
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Abstract
INTRODUCTION Werner Syndrome, or adult progeria, is a rare autosomal recessive disorder caused by a mutation in the Werner Syndrome Gene belonging to the family of RecQ helicase. Malignant mesenchymal tumours and atherosclerosis are typical causes of death. Intracranial meningiomas are frequently described in these patients. CLINICAL PRESENTATION We present the case of a 46-year-old man with Werner Syndrome and a convexity meningioma. The patient had a 2-year history of paresthesia and paresis in his right leg, which had worsened in recent months. He underwent surgery with Simpson grade II removal, with improvement of the slight paresis and no other neurological defects. The patient then underwent radiotherapy (60 Gy). Histological examination revealed an atypical meningioma. Cytogenetic analysis showed a hypodiploid clone with a complex karyotype characterized by monosomy 22 and deletion 1p. After 3 years' follow-up no relapses had occurred. CONCLUSION 1p deletion correlates with meningioma progression and in this case correlates with histological examination. The chromosomal instability underlying Werner Syndrome could have fostered the complex karyotype.
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Affiliation(s)
- E Marton
- Neurosurgery Department, Regional Hospital, Padova University, Treviso, Italy.
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