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Keever-Keigher MR, Zhang P, Bolt CR, Rymut HE, Antonson AM, Caputo MP, Houser AK, Hernandez AG, Southey BR, Rund LA, Johnson RW, Rodriguez-Zas SL. Interacting impact of maternal inflammatory response and stress on the amygdala transcriptome of pigs. G3 (Bethesda) 2021; 11:jkab113. [PMID: 33856433 PMCID: PMC8496236 DOI: 10.1093/g3journal/jkab113] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Accepted: 03/17/2021] [Indexed: 12/13/2022]
Abstract
Changes at the molecular level capacitate the plasticity displayed by the brain in response to stress stimuli. Weaning stress can trigger molecular changes that influence the physiology of the offspring. Likewise, maternal immune activation (MIA) during gestation has been associated with behavior disorders and molecular changes in the amygdala of the offspring. This study advances the understanding of the effects of pre- and postnatal stressors in amygdala gene networks. The amygdala transcriptome was profiled on female and male pigs that were either exposed to viral-elicited MIA or not and were weaned or nursed. Overall, 111 genes presented interacting or independent effects of weaning, MIA, or sex (FDR-adjusted P-value <0.05). PIGY upstream reading frame and orthodenticle homeobox 2 are genes associated with MIA-related neurological disorders, and presented significant under-expression in weaned relative to nursed pigs exposed to MIA, with a moderate pattern observed in non-MIA pigs. Enriched among the genes presenting highly over- or under-expression profiles were 24 Kyoto Encyclopedia of Genes and Genomes pathways including inflammation, and neurological disorders. Our results indicate that MIA and sex can modulate the effect of weaning stress on the molecular mechanisms in the developing brain. Our findings can help identify molecular targets to ameliorate the effects of pre- and postnatal stressors on behaviors regulated by the amygdala such as aggression and feeding.
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Affiliation(s)
- Marissa R Keever-Keigher
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61820, USA
| | - Pan Zhang
- Illinois Informatics Institute, University of Illinois at Urbana-Champaign, Urbana, IL 61820, USA
| | - Courtni R Bolt
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61820, USA
| | - Haley E Rymut
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61820, USA
| | - Adrienne M Antonson
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61820, USA
| | - Megan P Caputo
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61820, USA
| | - Alexandra K Houser
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61820, USA
| | - Alvaro G Hernandez
- High-Throughput Sequencing and Genotyping Unit, Roy J. Carver Biotechnology Center, University of Illinois at Urbana-Champaign, Urbana, IL 61820, USA
| | - Bruce R Southey
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61820, USA
| | - Laurie A Rund
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61820, USA
| | - Rodney W Johnson
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61820, USA
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, IL 61820, USA
| | - Sandra L Rodriguez-Zas
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61820, USA
- Illinois Informatics Institute, University of Illinois at Urbana-Champaign, Urbana, IL 61820, USA
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, IL 61820, USA
- Department of Statistics, University of Illinois at Urbana-Champaign, Urbana, IL 61820, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61820, USA
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2
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Fanous M, Shi C, Caputo MP, Rund LA, Johnson RW, Das T, Kuchan MJ, Sobh N, Popescu G. Label-free screening of brain tissue myelin content using phase imaging with computational specificity (PICS). APL Photonics 2021; 6:076103. [PMID: 34291159 PMCID: PMC8278825 DOI: 10.1063/5.0050889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 06/24/2021] [Indexed: 05/03/2023]
Abstract
Inadequate myelination in the central nervous system is associated with neurodevelopmental complications. Thus, quantitative, high spatial resolution measurements of myelin levels are highly desirable. We used spatial light interference microcopy (SLIM), a highly sensitive quantitative phase imaging (QPI) technique, to correlate the dry mass content of myelin in piglet brain tissue with dietary changes and gestational size. We combined SLIM micrographs with an artificial intelligence (AI) classifying model that allows us to discern subtle disparities in myelin distributions with high accuracy. This concept of combining QPI label-free data with AI for the purpose of extracting molecular specificity has recently been introduced by our laboratory as phase imaging with computational specificity. Training on 8000 SLIM images of piglet brain tissue with the 71-layer transfer learning model Xception, we created a two-parameter classification to differentiate gestational size and diet type with an accuracy of 82% and 80%, respectively. To our knowledge, this type of evaluation is impossible to perform by an expert pathologist or other techniques.
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Affiliation(s)
| | - Chuqiao Shi
- Quantitative Light Imaging Laboratory, Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Megan P. Caputo
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Laurie A. Rund
- Laboratory of Integrative Immunology & Behavior, Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | | | - Tapas Das
- Abbott Nutrition, Discovery Research, Columbus, Ohio 43219, USA
| | - Matthew J. Kuchan
- Abbott Nutrition, Strategic Research, 3300 Stelzer Road, Columbus, Ohio 43219, USA
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3
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Rymut HE, Bolt CR, Caputo MP, Houser AK, Antonson AM, Zimmerman JD, Villamil MB, Southey BR, Rund LA, Johnson RW, Rodriguez-Zas SL. Long-Lasting Impact of Maternal Immune Activation and Interaction With a Second Immune Challenge on Pig Behavior. Front Vet Sci 2020; 7:561151. [PMID: 33330688 PMCID: PMC7732429 DOI: 10.3389/fvets.2020.561151] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [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: 05/11/2020] [Accepted: 10/28/2020] [Indexed: 01/30/2023] Open
Abstract
The combined effects on pig behavior of maternal immune challenge during gestation followed by a second immune challenge later in life have not been studied. Porcine reproductive and respiratory syndrome virus (PRRSV) infection during gestation can elicit maternal immune activation (MIA) yet the interactions with the offspring response to a second immune challenge after birth remains unexplored. Knowledge on the response to viral challenges in rodents has been gained through the use of the viral mimetic polyinosinic-polycytidylic acid (Poly(I:C)), yet the effects of this immune stimulant on pig behavior have not been assessed. This study advances the understanding of the combined effect of MIA and a second immune challenge later in life on female and male pig behavior. Three complementary experiments enabled the development of an effective Poly(I:C) challenge in pigs, and testing the interaction between PRRSV-elicited MIA, Poly(I:C) challenge at 60 days of age, and sex on behaviors. Individual-level observations on sickness, locomotor, and social behaviors were measured 1-3 h after Poly(I:C) challenge. Vomiting, panting, lethargy, walking, laying, playing, and touching behaviors were analyzed using generalized linear mixed effect models. Results indicated that a Poly(I:C) dose of 1 mg/kg within 1 h after injection increased the incidence of laying and sickness behavior. The Poly(I:C) challenge decreased the incidence of locomotor behaviors and activity levels. Pigs exposed to MIA had lower rates of social behaviors such as playing. The combined effect of PRRSV-elicited MIA and Poly(I:C) immune challenge further sensitized the pigs to behavior disruption across sexes including changes in sternal and lateral laying, walking, lethargy, and touching incidence. Notably, the effects of Poly(I:C) immune challenge alone on behaviors tended to be more extreme in males, whereas the effects of Poly(I:C) following MIA tended to be more extreme in females. Our findings demonstrate that MIA and Poly(I:C) affected behaviors, and the viral mimetic effects shortly after injection can offer insights into the prolonged effect of postnatal viral infections on feeding, social interactions and health status. Management practices that reduce the likelihood of gestational diseases and accommodate for behavioral disruptions in the offspring can minimize the impact of MIA.
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Affiliation(s)
- Haley E Rymut
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Courtni R Bolt
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Megan P Caputo
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Alexandra K Houser
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Adrienne M Antonson
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Jalisa D Zimmerman
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Maria B Villamil
- Department of Crop Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Bruce R Southey
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Laurie A Rund
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Rodney W Johnson
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States.,Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Sandra L Rodriguez-Zas
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States.,Department of Crop Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States.,Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, IL, United States.,C. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, United States.,Department of Statistics, University of Illinois at Urbana-Champaign, Urbana, IL, United States
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4
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Fanous M, Caputo MP, Lee YJ, Rund LA, Best-Popescu C, Kandel ME, Johnson RW, Das T, Kuchan MJ, Popescu G. Quantifying myelin content in brain tissue using color Spatial Light Interference Microscopy (cSLIM). PLoS One 2020; 15:e0241084. [PMID: 33211727 PMCID: PMC7676665 DOI: 10.1371/journal.pone.0241084] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [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: 04/16/2020] [Accepted: 10/08/2020] [Indexed: 12/18/2022] Open
Abstract
Deficient myelination of the brain is associated with neurodevelopmental delays, particularly in high-risk infants, such as those born small in relation to their gestational age (SGA). New methods are needed to further study this condition. Here, we employ Color Spatial Light Interference Microscopy (cSLIM), which uses a brightfield objective and RGB camera to generate pathlength-maps with nanoscale sensitivity in conjunction with a regular brightfield image. Using tissue sections stained with Luxol Fast Blue, the myelin structures were segmented from a brightfield image. Using a binary mask, those portions were quantitatively analyzed in the corresponding phase maps. We first used the CLARITY method to remove tissue lipids and validate the sensitivity of cSLIM to lipid content. We then applied cSLIM to brain histology slices. These specimens are from a previous MRI study, which demonstrated that appropriate for gestational age (AGA) piglets have increased internal capsule myelination (ICM) compared to small for gestational age (SGA) piglets and that a hydrolyzed fat diet improved ICM in both. The identity of samples was blinded until after statistical analyses.
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Affiliation(s)
- Michael Fanous
- Quantitative Light Imaging Laboratory, Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, IL, United States of America
| | - Megan P. Caputo
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Young Jae Lee
- Quantitative Light Imaging Laboratory, Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Laurie A. Rund
- Laboratory of Integrative Immunology & Behavior, Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Catherine Best-Popescu
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Mikhail E. Kandel
- Quantitative Light Imaging Laboratory, Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, United States of America
| | - Rodney W. Johnson
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Laboratory of Integrative Immunology & Behavior, Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Tapas Das
- Abbott Nutrition, Discovery Research, Columbus, OH, United States of America
| | - Matthew J. Kuchan
- Abbott Nutrition, Strategic Research, Columbus, OH, United States of America
| | - Gabriel Popescu
- Quantitative Light Imaging Laboratory, Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, IL, United States of America
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, United States of America
- * E-mail:
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5
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Keever MR, Zhang P, Bolt CR, Antonson AM, Rymut HE, Caputo MP, Houser AK, Hernandez AG, Southey BR, Rund LA, Johnson RW, Rodriguez-Zas SL. Lasting and Sex-Dependent Impact of Maternal Immune Activation on Molecular Pathways of the Amygdala. Front Neurosci 2020; 14:774. [PMID: 32848554 PMCID: PMC7431923 DOI: 10.3389/fnins.2020.00774] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [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: 05/01/2020] [Accepted: 07/01/2020] [Indexed: 12/23/2022] Open
Abstract
The prolonged and sex-dependent impact of maternal immune activation (MIA) during gestation on the molecular pathways of the amygdala, a brain region that influences social, emotional, and other behaviors, is only partially understood. To address this gap, we investigated the effects of viral-elicited MIA during gestation on the amygdala transcriptome of pigs, a species of high molecular and developmental homology to humans. Gene expression levels were measured using RNA-Seq on the amygdala for 3-week-old female and male offspring from MIA and control groups. Among the 403 genes that exhibited significant MIA effect, a prevalence of differentially expressed genes annotated to the neuroactive ligand-receptor pathway, glutamatergic functions, neuropeptide systems, and cilium morphogenesis were uncovered. Genes in these categories included corticotropin-releasing hormone receptor 2, glutamate metabotropic receptor 4, glycoprotein hormones, alpha polypeptide, parathyroid hormone 1 receptor, vasointestinal peptide receptor 2, neurotensin, proenkephalin, and gastrin-releasing peptide. These categories and genes have been associated with the MIA-related human neurodevelopmental disorders, including schizophrenia and autism spectrum disorders. Gene network reconstruction highlighted differential vulnerability to MIA effects between sexes. Our results advance the understanding necessary for the development of multifactorial therapies targeting immune modulation and neurochemical dysfunction that can ameliorate the effects of MIA on offspring behavior later in life.
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Affiliation(s)
- Marissa R Keever
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Pan Zhang
- Illinois Informatics Institute, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Courtni R Bolt
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Adrienne M Antonson
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Haley E Rymut
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Megan P Caputo
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Alexandra K Houser
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Alvaro G Hernandez
- High-throughput Sequencing and Genotyping Unit, Roy J. Carver Biotechnology Center, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Bruce R Southey
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Laurie A Rund
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Rodney W Johnson
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States.,Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Sandra L Rodriguez-Zas
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States.,Illinois Informatics Institute, University of Illinois at Urbana-Champaign, Urbana, IL, United States.,Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, IL, United States.,Department of Statistics, University of Illinois at Urbana-Champaign, Urbana, IL, United States.,Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, United States
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6
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Caputo MP, Williams JN, Drnevich J, Radlowski EC, Larsen RJ, Sutton BP, Leyshon BJ, Hussain J, Nakamura MT, Kuchan MJ, Das T, Johnson RW. Hydrolyzed Fat Formula Increases Brain White Matter in Small for Gestational Age and Appropriate for Gestational Age Neonatal Piglets. Front Pediatr 2020; 8:32. [PMID: 32117837 PMCID: PMC7029735 DOI: 10.3389/fped.2020.00032] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Accepted: 01/22/2020] [Indexed: 12/23/2022] Open
Abstract
Background: Intrauterine growth restriction is a common cause of small for gestational age (SGA) infants worldwide. SGA infants are deficient in digestive enzymes required for fat digestion and absorption compared to appropriate for gestational age (AGA) infants, putting them at risk for impaired neurocognitive development. Objective: The objective was to determine if a hydrolyzed fat (HF) infant formula containing soy free fatty acids, 2-monoacylglycerolpalmitate, cholesterol, and soy lecithin could increase brain tissue incorporation of essential fatty acids or white matter to enhance brain development in SGA and AGA neonatal piglet models. Methods: Sex-matched, littermate pairs of SGA (0.5-0.9 kg) and AGA (1.2-1.8 kg) 2 days old piglets (N = 60) were randomly assigned to control (CON) or HF formula diets in a 2 × 2 factorial design. On day 14, 24 piglets were used for hippocampal RNA-sequencing; the rest began a spatial learning task. On days 26-29, brain structure was assessed by magnetic resonance imaging (MRI). Cerebellum and hippocampus were analyzed for fatty acid content. Results: SGA piglets grew more slowly than AGA piglets, with no effect of diet on daily weight gain or weight at MRI. HF diet did not affect brain weight. HF diet increased relative volumes of 7 brain regions and white matter (WM) volume in both SGA and AGA piglets. However, HF did not ameliorate SGA total WM integrity deficits. RNA sequencing revealed SGA piglets had increased gene expression of synapse and cell signaling pathways and decreased expression of ribosome pathways in the hippocampus compared to AGA. HF decreased expression of immune response related genes in the hippocampus of AGA and SGA piglets, but did not correct gene expression patterns in SGA piglets. Piglets learned the T-maze task at the same rate, but SGA HF, SGA CON, and AGA HF piglets had more accurate performance than AGA CON piglets on reversal day 2. HF increased arachidonic acid (ARA) percentage in the cerebellum and total ARA in the hippocampus. Conclusions: HF enhanced brain development in the neonatal piglet measured by brain volume and WM volume in specific brain regions; however, more studies are needed to assess long-term outcomes.
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Affiliation(s)
- Megan P Caputo
- Division of Nutritional Sciences, University of Illinois, Urbana, IL, United States.,Department of Animal Sciences, University of Illinois, Urbana, IL, United States
| | - Jennifer N Williams
- Division of Nutritional Sciences, University of Illinois, Urbana, IL, United States.,Department of Animal Sciences, University of Illinois, Urbana, IL, United States
| | - Jenny Drnevich
- High Performance Biological Computing Group and the Carver Biotechnology Center, University of Illinois, Urbana, IL, United States
| | - Emily C Radlowski
- Division of Nutritional Sciences, University of Illinois, Urbana, IL, United States.,Department of Animal Sciences, University of Illinois, Urbana, IL, United States
| | - Ryan J Larsen
- Beckman Institute, University of Illinois, Urbana, IL, United States
| | - Bradley P Sutton
- Beckman Institute, University of Illinois, Urbana, IL, United States.,Department of Bioengineering, University of Illinois, Urbana, IL, United States
| | - Brian J Leyshon
- Division of Nutritional Sciences, University of Illinois, Urbana, IL, United States.,Department of Animal Sciences, University of Illinois, Urbana, IL, United States
| | - Jamal Hussain
- Department of Food Science and Human Nutrition, University of Illinois, Urbana, IL, United States
| | - Manabu T Nakamura
- Division of Nutritional Sciences, University of Illinois, Urbana, IL, United States.,Department of Food Science and Human Nutrition, University of Illinois, Urbana, IL, United States
| | - Matthew J Kuchan
- Abbott Nutrition, Discovery Research, Columbus, OH, United States
| | - Tapas Das
- Abbott Nutrition, Discovery Research, Columbus, OH, United States
| | - Rodney W Johnson
- Division of Nutritional Sciences, University of Illinois, Urbana, IL, United States.,Department of Animal Sciences, University of Illinois, Urbana, IL, United States.,Neuroscience Program, University of Illinois, Urbana, IL, United States
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7
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Caputo MP, Radlowski EC, Lawson M, Antonson A, Watson JE, Matt SM, Leyshon BJ, Das A, Johnson RW. Herring roe oil supplementation alters microglial cell gene expression and reduces peripheral inflammation after immune activation in a neonatal piglet model. Brain Behav Immun 2019; 81:455-469. [PMID: 31271868 PMCID: PMC6754775 DOI: 10.1016/j.bbi.2019.06.046] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 06/20/2019] [Accepted: 06/29/2019] [Indexed: 01/29/2023] Open
Abstract
Neonatal brain development can be disrupted by infection that results in microglial cell activation and neuroinflammation. Studies indicate that polyunsaturated fatty acids (PUFAs) and their metabolites can resolve inflammation. It is not known if dietary PUFA increases lipid metabolites in brain or reduces neuroinflammation in neonates. We hypothesized that dietary PUFAs might suppress neuroinflammation by inhibiting pro-inflammatory cytokine over-production and promoting inflammatory resolution in the periphery and brain. Piglets were obtained on postnatal day (PD) 2 and randomly assigned to herring roe oil (HRO) or control (CON) diet. HRO was included at 2 g/kg powdered diet. HRO increased DHA levels in occipital lobe and the DHA to arachidonic acid (ARA) ratio in hippocampal tissue. HRO decreased ARA metabolites in occipital lobe. HRO failed to attenuate microglial pro-inflammatory cytokine production ex vivo. HRO did not affect fever or circulating resolvin D1 levels. HRO decreased circulating neutrophils and liver inflammatory gene expression, but increased resolution marker gene expression in liver post LPS. HRO upregulated CXCL16, TGFBR1, and C1QA in microglial cells. HRO supplementation exerted beneficial effects on inflammation in the periphery, but further studies are needed to evaluate the specific effects of omega-3 supplementation on microglial cell physiology in the neonate.
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Affiliation(s)
- Megan P. Caputo
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, 449 Bevier Hall, 905 South Goodwin Ave, Urbana, IL, 61802 USA,Department of Animal Sciences, University of Illinois at Urbana-Champaign, 1207 West Gregory Dr., Urbana, IL, 61802 USA,Veterinary Medical Scholars Program, Office of Research and Advanced Studies, University of Illinois at Urbana-Champaign, College of Veterinary Medicine, 3505 VMBSB, 2001 South Lincoln Ave, Urbana, IL, 61802 USA
| | - Emily C. Radlowski
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, 449 Bevier Hall, 905 South Goodwin Ave, Urbana, IL, 61802 USA,Department of Animal Sciences, University of Illinois at Urbana-Champaign, 1207 West Gregory Dr., Urbana, IL, 61802 USA
| | - Marcus Lawson
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, 1207 West Gregory Dr., Urbana, IL, 61802 USA
| | - Adrienne Antonson
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, 1207 West Gregory Dr., Urbana, IL, 61802 USA
| | - Josephine E. Watson
- Department of Biochemistry, School of Molecular & Cellular Biology, University of Illinois at Urbana-Champaign, 393 Morrill Hall, 505 South Goodwin Ave, Urbana, IL, 61802 USA
| | - Stephanie M. Matt
- Neuroscience Program, University of Illinois at Urbana-Champaign, 2325/21 Beckman Institute, 405 North Matthews Ave, Urbana, IL, 61801 USA
| | - Brian J. Leyshon
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, 449 Bevier Hall, 905 South Goodwin Ave, Urbana, IL, 61802 USA,Department of Animal Sciences, University of Illinois at Urbana-Champaign, 1207 West Gregory Dr., Urbana, IL, 61802 USA
| | - Aditi Das
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, 449 Bevier Hall, 905 South Goodwin Ave, Urbana, IL 61802, USA; Department of Biochemistry, School of Molecular & Cellular Biology, University of Illinois at Urbana-Champaign, 393 Morrill Hall, 505 South Goodwin Ave, Urbana, IL 61802, USA; Department of Comparative Biosciences, University of Illinois at Urbana-Champaign, 3516 VMBSB, 2001 South Lincoln Ave, Urbana, IL 61802, USA; Neuroscience Program, University of Illinois at Urbana-Champaign, 2325/21 Beckman Institute, 405 North Matthews Ave, Urbana, IL 61801, USA; Bioengineering Department, University of Illinois at Urbana-Champaign, 1102 Everitt Lab, MC-278, 1406 West Green St., Urbana, IL 61801, USA; Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, 405 North Matthews Ave, M/C 251, Urbana, IL 61801, USA.
| | - Rodney W. Johnson
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, 449 Bevier Hall, 905 South Goodwin Ave, Urbana, IL, 61802 USA,Department of Animal Sciences, University of Illinois at Urbana-Champaign, 1207 West Gregory Dr., Urbana, IL, 61802 USA,Neuroscience Program, University of Illinois at Urbana-Champaign, 2325/21 Beckman Institute, 405 North Matthews Ave, Urbana, IL, 61801 USA
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Leyshon BJ, Ji P, Caputo MP, Matt SM, Johnson RW. Dietary Iron Deficiency Impaired Peripheral Immunity but Did Not Alter Brain Microglia in PRRSV-Infected Neonatal Piglets. Front Immunol 2019; 9:3150. [PMID: 30778359 PMCID: PMC6369153 DOI: 10.3389/fimmu.2018.03150] [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: 10/23/2018] [Accepted: 12/20/2018] [Indexed: 11/13/2022] Open
Abstract
During the postnatal period the developing brain is vulnerable to insults including nutrient insufficiency and infection that may lead to disrupted development and cognitive dysfunction. Since iron deficiency (ID) often presents with immunodeficiency, the objective of this study was to investigate peripheral viremia and inflammation as well as brain microglial phenotype and function when ID and respiratory infection occur simultaneously in a neonatal piglet model. On postnatal day 2 (PD 2) male and female piglets were assigned to one of four treatments and fed either control or ID milk replacer. On PD 8 half the pigs on each diet were inoculated with either vehicle or porcine reproductive and respiratory syndrome virus (PRRSV; P-129). Blood samples were collected prior to inoculation (PD 7) and repeated once weekly. Rectal temperature, feeding score, and sickness behavior were measured daily until PD 28. Hematocrit, hemoglobin, and serum iron were reduced by ID but not PRRSV infection. PRRSV-infected piglets displayed viremia by PD 14; however, those fed control diet had lower viral titer on PD 28, while circulating virus remained elevated in those fed an ID diet, suggesting that ID either impaired immune function necessary for viral clearance or increased viral replication. ID piglets infected with PRRSV displayed reduced sickness behavior compared to those fed control diet on PD 13-15 and 18-20. While ID piglet sickness behavior progressively worsened, piglets fed control diet displayed improved sickness score after PD 21. Microglia isolated from PRRSV piglets had increased MHCII expression and phagocytic activity ex vivo compared to uninfected piglets. ID did not alter microglial activation or phagocytic activity. Similarly, microglial cytokine expression was increased by PRRSV but unaffected by ID, in stark contrast to peripheral blood mononuclear cell (PBMC) cytokine expression, which was increased by infection and generally decreased by ID. Taken together, these data suggest that ID decreases peripheral immune function leading to increased viremia, but immune activity in the brain is protected from acute ID.
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Affiliation(s)
- Brian J Leyshon
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Peng Ji
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Megan P Caputo
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Stephanie M Matt
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Rodney W Johnson
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States.,Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, United States.,Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, IL, United States
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Pritchett EM, Rogers AG, Caputo MP, Benson ER, Alphin RL, Johnson AL. Application of the wireless electroencephalogram to measure stress in White Pekin ducks. Res Vet Sci 2014; 97:162-8. [PMID: 24934517 DOI: 10.1016/j.rvsc.2014.05.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [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: 01/09/2014] [Revised: 05/06/2014] [Accepted: 05/25/2014] [Indexed: 10/25/2022]
Abstract
Stress in poultry can produce many undesirable effects on bird health and production performance. The objective of this study was to develop and evaluate a potential measure to assess stress through analysis of brain activity using electroencephalography (EEG). In two experiments, White Pekin ducks were implanted with EEG transmitters and treated with potential stressors in a chamber or in their pens. Electrocardiograms and blood corticosterone levels were collected as standard measures of stress. EEG analysis showed an increase in the relative delta frequency and a decrease in the relative alpha frequency during the treatment period for shock (P < 0.05). EEG analysis of the second experiment showed no differences between time periods for all frequencies for all treatments. Based on these results, EEG is currently not a viable technique for the measurement of acute stress in commercial poultry.
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Affiliation(s)
- E M Pritchett
- Department of Animal and Food Sciences, University of Delaware, Newark, Delaware
| | - A G Rogers
- Department of Animal and Food Sciences, University of Delaware, Newark, Delaware
| | - M P Caputo
- Department of Animal and Food Sciences, University of Delaware, Newark, Delaware
| | - E R Benson
- Department of Animal and Food Sciences, University of Delaware, Newark, Delaware.
| | - R L Alphin
- Department of Animal and Food Sciences, University of Delaware, Newark, Delaware
| | - A L Johnson
- Department of Clinical Studies, New Bolton Center, University of Pennsylvania, Kennett Square, Pennsylvania
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Benson ER, Alphin RL, Rankin MK, Caputo MP, Johnson AL. Electroencephalogram-based methodology for determining unconsciousness during depopulation. Avian Dis 2013; 56:884-90. [PMID: 23402108 DOI: 10.1637/10163-040912-reg.1] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
When an avian influenza or virulent Newcastle disease outbreak occurs within commercial poultry, key steps involved in managing a fast-moving poultry disease can include: education; biosecurity; diagnostics and surveillance; quarantine; elimination of infected poultry through depopulation or culling, disposal, and disinfection; and decreasing host susceptibility. Available mass emergency depopulation procedures include whole-house gassing, partial-house gassing, containerized gassing, and water-based foam. To evaluate potential depopulation methods, it is often necessary to determine the time to the loss of consciousness (LOC) in poultry. Many current approaches to evaluating LOC are qualitative and require visual observation of the birds. This study outlines an electroencephalogram (EEG) frequency domain-based approach for determining the point at which a bird loses consciousness. In this study, commercial broilers were used to develop the methodology, and the methodology was validated with layer hens. In total, 42 data sets from 13 broilers aged 5-10 wk and 12 data sets from four spent hens (age greater than 1 yr) were collected and analyzed. A wireless EEG transmitter was surgically implanted, and each bird was monitored during individual treatment with isoflurane anesthesia. EEG data were evaluated using a frequency-based approach. The alpha/delta (A/D, alpha: 8-12 Hz, delta: 0.5-4 Hz) ratio and loss of posture (LOP) were used to determine the point at which the birds became unconscious. Unconsciousness, regardless of the method of induction, causes suppression in alpha and a rise in the delta frequency component, and this change is used to determine unconsciousness. There was no statistically significant difference between time to unconsciousness as measured by A/D ratio or LOP, and the A/D values were correlated at the times of unconsciousness. The correlation between LOP and A/D ratio indicates that the methodology is appropriate for determining unconsciousness. The A/D ratio approach is suitable for monitoring during anesthesia, during depopulation, and in situations where birds cannot be readily viewed.
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Affiliation(s)
- E R Benson
- Department of Animal and Food Sciences, University of Delaware, 242 Townsend Hall, Newark, DE 19716, USA.
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Caputo MP, Alphin RL, Pritchett E, Hougentogler DP, Johnson AL, Benson ER, Patil C. Evaluation of the diving reflex in response to nonterminal submersion of White Pekin ducks in water-based foam. Poult Sci 2013; 92:412-7. [PMID: 23300308 DOI: 10.3382/ps.2012-02513] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [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
The mass depopulation of production birds remains an effective means of controlling fast-moving, highly infectious diseases such as avian influenza and virulent Newcastle disease. Water-based fire-fighting foam is a conditionally approved method of depopulating floor-reared gallinaceous poultry such as chickens and turkeys; however, ducks have physiological mechanisms that may make them more resistant to this method of depopulation. The following experiment was designed to assess the physiological responses of White Pekin ducks to nonterminal submersion in water-based foam compared with water. The hypothesis of this experiment was that submersion of ducks in water or water-based foam would trigger the diving reflex and lead to bradycardia. All treatments led to pronounced bradycardia. Heart rate was not significantly different between treatments during the final 30 s of the 60-s treatment period. Heart rate dropped significantly faster for the water dip and foam dip treatments and rose significantly faster than the foam pour treatment after the termination of the 60-s treatment period. Duration of bradycardia approached significance for the foam pour treatment, leading to a longer duration of bradycardia compared with the water pour, water dip, and foam dip treatments. The results of this experiment demonstrated that apnea and bradycardia as a result of the diving reflex can occur as a result of submersion in foam, which may have an impact on the time it takes White Pekin ducks to reach unconsciousness and death during water-based foam depopulation.
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Affiliation(s)
- M P Caputo
- Department of Animal and Food Sciences, University of Delaware, Newark 19716, USA
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Caputo MP, Benson ER, Pritchett EM, Hougentogler DP, Jain P, Patil C, Johnson AL, Alphin RL. Comparison of water-based foam and carbon dioxide gas mass emergency depopulation of White Pekin ducks. Poult Sci 2012; 91:3057-64. [PMID: 23155013 DOI: 10.3382/ps.2012-02514] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [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
The mass depopulation of production birds remains an effective means of controlling fast-moving, highly infectious diseases such as avian influenza and virulent Newcastle disease. Two experiments were performed to compare the physiological responses of White Pekin commercial ducks during foam depopulation and CO(2) gas depopulation. Both experiment 1 (5 to 9 wk of age) and 2 (8 to 14 wk of age) used electroencephalogram, electrocardiogram, and accelerometer to monitor and evaluate the difference in time to unconsciousness, motion cessation, brain death, altered terminal cardiac activity, duration of bradycardia, and elapsed time from onset of bradycardia to onset of unconsciousness between foam and CO(2) gas. Experiment 2 also added a third treatment, foam + atropine injection, to evaluate the effect of suppressing bradycardia. Experiment 1 resulted in significantly shorter times for all 6 physiological points for CO(2) gas compared with foam, whereas experiment 2 found that there were no significant differences between foam and CO(2) gas for these physiological points except brain death, in which CO(2) was significantly faster than foam and duration of bradycardia, which was shorter for CO(2). Experiment 2 also determined there was a significant positive correlation between duration of bradycardia and time to unconsciousness, motion cessation, brain death, and altered terminal cardiac activity. The time to unconsciousness, motion cessation, brain death, and altered terminal cardiac activity was significantly faster for the treatment foam + atropine injection compared with foam. Both experiments showed that bradycardia can occur as a result of either submersion in foam or exposure to CO(2) gas. The duration of bradycardia has a significant impact on the time it takes White Pekin ducks to reach unconsciousness and death during depopulation.
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Affiliation(s)
- M P Caputo
- Department of Animal and Food Sciences, University of Delaware, Newark 19716, USA
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Abstract
We sought to describe use patterns and user evaluation of remotely-attended continuing medical education (CME) programs in Vermont and upstate New York. Remote attendees were required to return an evaluation form to receive CME credit. The form included name and date of the program; name, location, and specialty of the respondent; and questions regarding program quality, value, effectiveness, and attendee plans if the program had not been available via telemedicine. From April, 1996, through December, 1998, health care providers from 14 remote sites used the network 927 times to attend 394 CME programs at Fletcher Allen Health Care in Burlington, Vermont. After the start-up period, an average of over three programs per week was attended, with an average of 2.4 remote attendees per program. Seventy-seven percent of remote attendees stated that they would not have attended the program if it had not been available over telemedicine, while the remaining 23% said that they avoided traveling due to videoconferencing. When asked the effectiveness of telemedicine technology for attending, 73% said it was as effective as having the presenter in the room, 23% said it was less effective, and 4% said it was more effective. Major technical problems, such as having the call disconnect during the presentation, decreased over time. There were continuing minor logistical problems common to large group videoconferencing. The telemedicine system has increased availability of CME programs for rural providers in Vermont and upstate New York. Most attendees have found the programs to be worthwhile, and technological advancements have improved the quality of the system.
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Affiliation(s)
- P W Callas
- University of Vermont College of Medicine and Fletcher Allen Health Care, Burlington 05405, USA.
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