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Gillis RF, Palmour RM. miRNA Expression Analysis of the Hippocampus in a Vervet Monkey Model of Fetal Alcohol Spectrum Disorder Reveals a Potential Role in Global mRNA Downregulation. Brain Sci 2023; 13:934. [PMID: 37371413 DOI: 10.3390/brainsci13060934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 06/03/2023] [Accepted: 06/06/2023] [Indexed: 06/29/2023] Open
Abstract
MicroRNAs (miRNAs) are short-length non-protein-coding RNA sequences that post-transcriptionally regulate gene expression in a broad range of cellular processes including neuro- development and have previously been implicated in fetal alcohol spectrum disorders (FASD). In this study, we use our vervet monkey model of FASD to follow up on a prior multivariate (developmental age × ethanol exposure) mRNA analysis (GSE173516) to explore the possibility that the global mRNA downregulation we observed in that study could be related to miRNA expression and function. We report here a predominance of upregulated and differentially expressed miRNAs. Further, the 24 most upregulated miRNAs were significantly correlated with their predicted targets (Target Scan 7.2). We then explored the relationship between these 24 miRNAs and the fold changes observed in their paired mRNA targets using two prediction platforms (Target Scan 7.2 and miRwalk 3.0). Compared to a list of non-differentially expressed miRNAs from our dataset, the 24 upregulated and differentially expressed miRNAs had a greater impact on the fold changes of their corresponding mRNA targets across both platforms. Taken together, this evidence raises the possibility that ethanol-induced upregulation of specific miRNAs might contribute functionally to the general downregulation of mRNAs observed by multiple investigators in response to prenatal alcohol exposure.
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Affiliation(s)
- Rob F Gillis
- Department of Human Genetics, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC H3A 0C7, Canada
| | - Roberta M Palmour
- Department of Human Genetics, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC H3A 0C7, Canada
- Department of Psychiatry, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC H3A 0G4, Canada
- Behavioural Science Foundation, Mansion KN 0101, Saint Kitts and Nevis
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2
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Popova S, Charness ME, Burd L, Crawford A, Hoyme HE, Mukherjee RAS, Riley EP, Elliott EJ. Fetal alcohol spectrum disorders. Nat Rev Dis Primers 2023; 9:11. [PMID: 36823161 DOI: 10.1038/s41572-023-00420-x] [Citation(s) in RCA: 109] [Impact Index Per Article: 54.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/16/2023] [Indexed: 02/25/2023]
Abstract
Alcohol readily crosses the placenta and may disrupt fetal development. Harm from prenatal alcohol exposure (PAE) is determined by the dose, pattern, timing and duration of exposure, fetal and maternal genetics, maternal nutrition, concurrent substance use, and epigenetic responses. A safe dose of alcohol use during pregnancy has not been established. PAE can cause fetal alcohol spectrum disorders (FASD), which are characterized by neurodevelopmental impairment with or without facial dysmorphology, congenital anomalies and poor growth. FASD are a leading preventable cause of birth defects and developmental disability. The prevalence of FASD in 76 countries is >1% and is high in individuals living in out-of-home care or engaged in justice and mental health systems. The social and economic effects of FASD are profound, but the diagnosis is often missed or delayed and receives little public recognition. Future research should be informed by people living with FASD and be guided by cultural context, seek consensus on diagnostic criteria and evidence-based treatments, and describe the pathophysiology and lifelong effects of FASD. Imperatives include reducing stigma, equitable access to services, improved quality of life for people with FASD and FASD prevention in future generations.
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Affiliation(s)
- Svetlana Popova
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, University of Toronto, Toronto, Ontario, Canada.
| | - Michael E Charness
- VA Boston Healthcare System, West Roxbury, MA, USA.,Department of Neurology, Harvard Medical School, Boston, MA, USA.,Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.,Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
| | - Larry Burd
- North Dakota Fetal Alcohol Syndrome Center, Department of Pediatrics, University of North Dakota School of Medicine and Health Sciences, Pediatric Therapy Services, Altru Health System, Grand Forks, ND, USA
| | - Andi Crawford
- Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - H Eugene Hoyme
- Sanford Children's Genomic Medicine Consortium, Sanford Health, and University of South Dakota Sanford School of Medicine, Sioux Falls, SD, USA
| | - Raja A S Mukherjee
- National UK FASD Clinic, Surrey and Borders Partnership NHS Foundation Trust, Redhill, Surrey, UK
| | - Edward P Riley
- Center for Behavioral Teratology, San Diego State University, San Diego, CA, USA
| | - Elizabeth J Elliott
- Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia.,New South Wales FASD Assessment Service, CICADA Centre for Care and Intervention for Children and Adolescents affected by Drugs and Alcohol, Sydney Children's Hospitals Network, Westmead, Sydney, New South Wales, Australia
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3
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Burke MW, Slimani H, Ptito M, Ervin FR, Palmour RM. Dose-Related Reduction in Hippocampal Neuronal Populations in Fetal Alcohol Exposed Vervet Monkeys. Brain Sci 2022; 12:1117. [PMID: 36138853 PMCID: PMC9496786 DOI: 10.3390/brainsci12091117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 08/13/2022] [Accepted: 08/17/2022] [Indexed: 11/16/2022] Open
Abstract
Fetal alcohol spectrum disorder (FASD) is a chronic debilitating condition resulting in behavioral and intellectual impairments and is considered the most prevalent form of preventable mental retardation in the industrialized world. We previously reported that 2-year-old offspring of vervet monkey (Chlorocebus sabeus) dams drinking, on average, 2.3 ± 0.49 g ethanol per Kg maternal body weight 4 days per week during the last third of pregnancy had significantly lower numbers of CA1 (-51.6%), CA2 (-51.2%) and CA3 (-42.8%) hippocampal neurons, as compared to age-matched sucrose controls. Fetal alcohol-exposed (FAE) offspring also showed significantly lower volumes for these structures at 2 years of age. In the present study, we examined these same parameters in 12 FAE offspring with a similar average but a larger range of ethanol exposures (1.01-2.98 g/Kg/day; total ethanol exposure 24-158 g/Kg). Design-based stereology was performed on cresyl violet-stained and doublecortin (DCX)-immunostained sections of the hippocampus. We report here significant neuronal deficits in the hippocampus with a significant negative correlation between daily dose and neuronal population in CA1 (r2 = 0.486), CA2 (r2 = 0.492), and CA3 (r2 = 0.469). There were also significant correlations between DCX population in the dentate gyrus and daily dose (r2 = 0.560). Both correlations were consistent with linear dose-response models. This study illustrates that neuroanatomical sequelae of fetal ethanol exposure are dose-responsive and suggests that there may be a threshold for this effect.
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Affiliation(s)
- Mark W. Burke
- Department of Physiology and Biophysics, Howard University, Washington, DC 20059, USA
| | - Hocine Slimani
- School of Optometry and Department of Physiology, Université de Montréal, Montréal, QC H3C 3J7, Canada
| | - Maurice Ptito
- School of Optometry and Department of Physiology, Université de Montréal, Montréal, QC H3C 3J7, Canada
- Department of Neuroscience, University of Copenhagen, DK-2200 Copenhagen, Denmark
| | - Frank R. Ervin
- Behavioural Science Foundation, St. Kitts, Saint Kitts and Nevis
- Department of Psychiatry, Faculty of Medicine, McGill University, Montréal, QC H3A 1A1, Canada
| | - Roberta M. Palmour
- Behavioural Science Foundation, St. Kitts, Saint Kitts and Nevis
- Departments of Human Genetics and Psychiatry, Faculty of Medicine, McGill University, Montréal, QC H3A 1A1, Canada
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4
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Gillis RF, Palmour RM. mRNA expression analysis of the hippocampus in a vervet monkey model of fetal alcohol spectrum disorder. J Neurodev Disord 2022; 14:21. [PMID: 35305552 PMCID: PMC8934503 DOI: 10.1186/s11689-022-09427-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Accepted: 02/10/2022] [Indexed: 11/12/2022] Open
Abstract
Background Fetal alcohol spectrum disorders (FASD) are common, yet preventable developmental disorders that stem from prenatal exposure to alcohol. This exposure leads to a wide array of behavioural and physical problems with a complex and poorly defined biological basis. Molecular investigations to date predominantly use rodent animal models, but because of genetic, developmental and social behavioral similarity, primate models are more relevant. We previously reported reduced cortical and hippocampal neuron levels in an Old World monkey (Chlorocebus sabaeus) model with ethanol exposure targeted to the period of rapid synaptogenesis and report here an initial molecular study of this model. The goal of this study was to evaluate mRNA expression of the hippocampus at two different behavioural stages (5 months, 2 years) corresponding to human infancy and early childhood. Methods Offspring of alcohol-preferring or control dams drank a maximum of 3.5 g ethanol per kg body weight or calorically matched sucrose solution 4 days per week during the last 2 months of gestation. Total mRNA expression was measured with the Affymetrix GeneChip Rhesus Macaque Genome Array in a 2 × 2 study design that interrogated two independent variables, age at sacrifice, and alcohol consumption during gestation. Results and discussion Statistical analysis identified a preferential downregulation of expression when interrogating the factor ‘alcohol’ with a balanced effect of upregulation vs. downregulation for the independent variable ‘age’. Functional exploration of both independent variables shows that the alcohol consumption factor generates broad functional annotation clusters that likely implicate a role for epigenetics in the observed differential expression, while the variable age reliably produced functional annotation clusters predominantly related to development. Furthermore, our data reveals a novel connection between EFNB1 and the FASDs; this is highly plausible both due to the role of EFNB1 in neuronal development as well as its central role in craniofrontal nasal syndrome (CFNS). Fold changes for key genes were subsequently confirmed via qRT-PCR. Conclusion Prenatal alcohol exposure leads to global downregulation in mRNA expression. The cellular interference model of EFNB1 provides a potential clue regarding how genetically susceptible individuals may develop the phenotypic triad generally associated with classic fetal alcohol syndrome. Supplementary Information The online version contains supplementary material available at 10.1186/s11689-022-09427-z.
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Bird CW, Barber MJ, Martin J, Mayfield JJ, Valenzuela CF. The mouse-equivalent of the human BDNF VAL66MET polymorphism increases dorsal hippocampal volume and does not interact with developmental ethanol exposure. Alcohol 2020; 86:17-24. [PMID: 32224221 DOI: 10.1016/j.alcohol.2020.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Revised: 03/10/2020] [Accepted: 03/10/2020] [Indexed: 10/24/2022]
Abstract
A relatively common polymorphism in the human brain-derived neurotrophic factor (BDNF) gene (Val66Met, which corresponds to Val68Met in mice) has been shown to modulate cognitive function and vulnerability to mental health disorders. This substitution impairs trafficking and activity-dependent release of BDNF. A number of studies with both humans and transgenic mice suggest that carriers of the Met allele have deficits in the structure and/or function of the hippocampal formation. Using a relatively new transgenic mouse model of this polymorphism, we recently demonstrated that it modulates the effects of developmental ethanol exposure in the hippocampus. Here, we further characterized the effect of this polymorphism on hippocampal morphology and its interaction with ethanol vapor exposure during the 2nd and 3rd trimester equivalents of human pregnancy. We found that BDNFmet/met mice have slightly larger hippocampal volumes than BDNFval/val mice. Ethanol vapor exposure during the 2nd and 3rd trimester equivalents of human pregnancy increased hippocampal volume in a single hippocampal subregion, the CA1 stratum radiatum. Ethanol exposure did not interact with BDNF genotype to affect volume in any hippocampal subregion. These results suggest that the Val66Met polymorphism does not reduce hippocampal size (i.e., it rather increases it slightly) or increase susceptibility to prenatal ethanol exposure-induced structural hippocampal damage during adulthood.
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Preclinical methodological approaches investigating of the effects of alcohol on perinatal and adolescent neurodevelopment. Neurosci Biobehav Rev 2020; 116:436-451. [PMID: 32681938 DOI: 10.1016/j.neubiorev.2020.07.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2018] [Revised: 06/02/2020] [Accepted: 07/13/2020] [Indexed: 02/08/2023]
Abstract
Despite much evidence of its economic and social costs, alcohol use continues to increase. Much remains to be known as to the effects of alcohol on neurodevelopment across the lifespan and in both sexes. We provide a comprehensive overview of the methodological approaches to ethanol administration when using animal models (primarily rodent models) and their translational relevance, as well as some of the advantages and disadvantages of each approach. Special consideration is given to early developmental periods (prenatal through adolescence), as well as to the types of research questions that are best addressed by specific methodologies. The zebrafish is used increasingly in alcohol research, and how to use this model effectively as a preclinical model is reviewed as well.
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7
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Fan SJ, Sun AB, Liu L. Epigenetic modulation during hippocampal development. Biomed Rep 2018; 9:463-473. [PMID: 30546873 DOI: 10.3892/br.2018.1160] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Accepted: 10/11/2018] [Indexed: 12/24/2022] Open
Abstract
The hippocampus is located in the limbic system and is vital in learning ability, memory formation and emotion regulation, and is associated with depression, epilepsy and mental retardation in an abnormal developmental situation. Several factors have been found to modulate the development of the hippocampus, and epigenetic modification have a crucial effect in this progress. The present review summarizes the epigenetic modifications, including DNA methylation, histone acetylation, and non-coding RNAs, regulating all stages of hippocampal development, focusing on the growth of Ammons horn and the dentate gyrus in humans and rodents. These modifications may significantly affect hippocampal development and health in addition to cognitive processes.
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Affiliation(s)
- Si-Jing Fan
- Department of Pharmacology, Medical School of Yangtze University, Jingzhou, Hubei 434023, P.R. China.,Laboratory of Neuronal and Brain Diseases Modulation, Yangtze University, Jingzhou, Hubei 434023, P.R. China
| | - An-Bang Sun
- Laboratory of Neuronal and Brain Diseases Modulation, Yangtze University, Jingzhou, Hubei 434023, P.R. China.,Department of Anatomy, Medical School of Yangtze University, Jingzhou, Hubei 434023, P.R. China
| | - Lian Liu
- Department of Pharmacology, Medical School of Yangtze University, Jingzhou, Hubei 434023, P.R. China.,Laboratory of Neuronal and Brain Diseases Modulation, Yangtze University, Jingzhou, Hubei 434023, P.R. China
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8
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Bouskila J, Palmour RM, Bouchard JF, Ptito M. Retinal structure and function in monkeys with fetal alcohol exposure. Exp Eye Res 2018; 177:55-64. [PMID: 30071214 DOI: 10.1016/j.exer.2018.07.027] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Revised: 07/24/2018] [Accepted: 07/26/2018] [Indexed: 11/16/2022]
Abstract
Exposure to ethanol in utero leads to several brain development disorders including retinal abnormalities whose underlying cellular pathogenesis remains elusive. We recently reported that fetal alcohol exposure (FAE) in vervet monkeys induces anomalies of full-field electroretinogram (ERG) waveforms that suggest premature aging of the retina. The goal of this study is to characterize the anatomo-functional mechanisms underlying the retinal changes observed in fetal alcohol exposed (FAE) monkeys, and age- and sex-matched normals. First, we examined in vivo the fundus of the eyes, measured intraocular pressure (IOP) and assessed cone activity using flicker ERG. Second, we investigated ex vivo, protein expression and anatomical organization of the retina using Western blotting, classical histology and immunohistochemistry. Our results indicated that the fundus of the eyes showed both, increased vascularization (tessellated fundus) and IOP in FAE monkeys. Furthermore, light-adapted flicker responses above 15 Hz were also significantly higher in FAE monkeys. Although there were no obvious changes in the overall anatomy in the FAE retina, Glial Fibrillary Acidic Protein (GFAP, a potent marker of astrocytes) immunoreactivity was increased in the FAE retinal ganglion cell layer indicating a strong astrogliosis. These alterations were present in juvenile (2 years old) monkeys and persist in adults (8 years old). Moreover, using specific cell type markers, no significant modifications in the morphology of the photoreceptors, horizontal cells, bipolar cells, and amacrine cells were observed. Our data indicate that FAE does indeed induce anatomical changes within the retinal ganglion cell layer that are reflected in the increased photosensitivity of the cone photoreceptors.
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Affiliation(s)
- Joseph Bouskila
- Departments of Psychiatry and Human Genetics, McGill University, Montreal, QC, Canada; Behavioral Science Foundations, Saint Kitts and Nevis; School of Optometry, University of Montreal, Montreal, Quebec, Canada.
| | - Roberta M Palmour
- Departments of Psychiatry and Human Genetics, McGill University, Montreal, QC, Canada; Behavioral Science Foundations, Saint Kitts and Nevis
| | | | - Maurice Ptito
- School of Optometry, University of Montreal, Montreal, Quebec, Canada; Department of Nuclear Medicine, University of Southern Denmark, Odense, Denmark
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9
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Burke MW, Ptito M. Introductory Chapter: Primates - What the Monkey Brain Tells the Human Brain. Primates 2018. [DOI: 10.5772/intechopen.76482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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10
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Raineki C, Ellis L, Weinberg J. Impact of adolescent stress on the expression of stress-related receptors in the hippocampus of animals exposed to alcohol prenatally. Hippocampus 2018; 28:201-216. [PMID: 29251811 DOI: 10.1002/hipo.22823] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2017] [Revised: 11/27/2017] [Accepted: 12/10/2017] [Indexed: 12/22/2022]
Abstract
Many functions of the hippocampus are affected by prenatal alcohol exposure (PAE). In particular, dysregulation of the stress response is especially important because individuals with PAE carry increased risks for exposure to stressful environments throughout life. Little is known, though, about how adolescent stress in the context of PAE-related stress system dysregulation may further alter hippocampal development. Here, we investigate the short- and long-term effects of adolescent chronic mild stress (CMS) on mRNA expression of stress-related mineralocorticoid (MR), glucocorticoid (GR), and type 1 CRH (CRHR1) receptors in the dorsal and ventral hippocampal formation of PAE and control rats. Our results indicate that PAE affects the expression of stress-related receptors in the hippocampus; however, PAE effects were more prominent during adolescence, as MR and CRHR1 mRNA expression were altered in both male and female PAE animals, with GR mRNA expression alterations observed only in PAE female. In adulthood, the effects of PAE were restricted to alterations in CRHR1 mRNA expression in females, while there were no effects in males. In contrast, the effects of adolescent CMS were more pronounced in adulthood, long after stress exposure termination. Importantly, PAE animals were less responsive to adolescent CMS, with effects only on CRHR1 in PAE animals compared to the altered MR, GR, and CRHR1 mRNA expression observed in controls. Together, our results show that PAE and adolescent CMS induce dynamic alterations in the expression of stress-related receptors in the hippocampal formation that manifest differently depending on the age and sex of the animal.
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Affiliation(s)
- Charlis Raineki
- Department of Cellular and Physiological Sciences, University of British Columbia, Vancouver, Canada
| | - Linda Ellis
- Department of Cellular and Physiological Sciences, University of British Columbia, Vancouver, Canada
| | - Joanne Weinberg
- Department of Cellular and Physiological Sciences, University of British Columbia, Vancouver, Canada
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Comasco E, Rangmar J, Eriksson UJ, Oreland L. Neurological and neuropsychological effects of low and moderate prenatal alcohol exposure. Acta Physiol (Oxf) 2018; 222. [PMID: 28470828 DOI: 10.1111/apha.12892] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Revised: 02/17/2017] [Accepted: 04/27/2017] [Indexed: 01/18/2023]
Abstract
Several explanations for the diverse results in research on foetal alcohol spectrum disorders or alcohol-related neurodevelopmental disorder might be at hand: timing, amount and patterns of alcohol exposure, as well as complex epigenetic responses. The genetic background of the offspring and its interaction with other prenatal and post-natal environmental cues are likely also of importance. In the present report, key findings about the possible effects of low and moderate doses of maternal alcohol intake on the neuropsychological development of the offspring are reviewed and plausible mechanisms discussed. Special focus is put on the serotonergic system within developmental and gene-environment frameworks. The review also suggests guidelines for future studies and also summarizes some of to-be-answered questions of relevance to clinical practice. Contradictory findings and paucity of studies on the effects of exposure to low alcohol levels during foetal life for the offspring's neuropsychological development call for large prospective studies, as well as for studies including neuroimaging and multi-omics analyses to dissect the neurobiological underpinnings of alcohol exposure-related phenotypes and to identify biomarkers. Finally, it remains to be investigated whether any safe threshold of alcohol drinking during pregnancy can be identified.
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Affiliation(s)
- E. Comasco
- Department of Neuroscience; Uppsala University; Uppsala Sweden
| | - J. Rangmar
- Department of Psychology; University of Gothenburg; Gothenburg Sweden
| | - U. J. Eriksson
- Department of Medical Cell Biology; Uppsala University; Uppsala Sweden
| | - L. Oreland
- Department of Neuroscience; Uppsala University; Uppsala Sweden
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12
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Proffitt JM, Glenn J, Cesnik AJ, Jadhav A, Shortreed MR, Smith LM, Kavanagh K, Cox LA, Olivier M. Proteomics in non-human primates: utilizing RNA-Seq data to improve protein identification by mass spectrometry in vervet monkeys. BMC Genomics 2017; 18:877. [PMID: 29132314 PMCID: PMC5683380 DOI: 10.1186/s12864-017-4279-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Accepted: 11/03/2017] [Indexed: 01/05/2023] Open
Abstract
Background Shotgun proteomics utilizes a database search strategy to compare detected mass spectra to a library of theoretical spectra derived from reference genome information. As such, the robustness of proteomics results is contingent upon the completeness and accuracy of the gene annotation in the reference genome. For animal models of disease where genomic annotation is incomplete, such as non-human primates, proteogenomic methods can improve the detection of proteins by incorporating transcriptional data from RNA-Seq to improve proteomics search databases used for peptide spectral matching. Customized search databases derived from RNA-Seq data are capable of identifying unannotated genetic and splice variants while simultaneously reducing the number of comparisons to only those transcripts actively expressed in the tissue. Results We collected RNA-Seq and proteomic data from 10 vervet monkey liver samples and used the RNA-Seq data to curate sample-specific search databases which were analyzed in the program Morpheus. We compared these results against those from a search database generated from the reference vervet genome. A total of 284 previously unannotated splice junctions were predicted by the RNA-Seq data, 92 of which were confirmed by peptide spectral matches. More than half (53/92) of these unannotated splice variants had orthologs in other non-human primates, suggesting that failure to match these peptides in the reference analyses likely arose from incomplete gene model information. The sample-specific databases also identified 101 unique peptides containing single amino acid substitutions which were missed by the reference database. Because the sample-specific searches were restricted to actively expressed transcripts, the search databases were smaller, more computationally efficient, and identified more peptides at the empirically derived 1 % false discovery rate. Conclusion Proteogenomic approaches are ideally suited to facilitate the discovery and annotation of proteins in less widely studies animal models such as non-human primates. We expect that these approaches will help to improve existing genome annotations of non-human primate species such as vervet. Electronic supplementary material The online version of this article (doi: 10.1186/s12864-017-4279-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- J Michael Proffitt
- Department of Genetics, Texas Biomedical Research Institute, San Antonio, Texas, USA
| | - Jeremy Glenn
- Department of Genetics, Texas Biomedical Research Institute, San Antonio, Texas, USA
| | - Anthony J Cesnik
- Department of Chemistry, University of Wisconsin, Madison, Wisconsin, USA
| | - Avinash Jadhav
- Department of Genetics, Texas Biomedical Research Institute, San Antonio, Texas, USA.,Current address: Department of Internal Medicine, Section of Molecular Medicine, Wake Forest School of Medicine, NRC Building, G-55, Winston-Salem, North Carolina, 27157, USA
| | | | - Lloyd M Smith
- Department of Chemistry, University of Wisconsin, Madison, Wisconsin, USA.,Genome Center of Wisconsin, University of Wisconsin, Madison, Wisconsin, USA
| | - Kylie Kavanagh
- Department of Pathology and Comparative Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Laura A Cox
- Department of Genetics, Texas Biomedical Research Institute, San Antonio, Texas, USA.,Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, Texas, USA
| | - Michael Olivier
- Department of Genetics, Texas Biomedical Research Institute, San Antonio, Texas, USA. .,Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, Texas, USA. .,Current address: Department of Internal Medicine, Section of Molecular Medicine, Wake Forest School of Medicine, NRC Building, G-55, Winston-Salem, North Carolina, 27157, USA.
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13
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Carryl H, Van Rompay KKA, De Paris K, Burke MW. Hippocampal Neuronal Loss in Infant Macaques Orally Infected with Virulent Simian Immunodeficiency Virus (SIV). Brain Sci 2017; 7:E40. [PMID: 28394273 PMCID: PMC5406697 DOI: 10.3390/brainsci7040040] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Revised: 04/04/2017] [Accepted: 04/05/2017] [Indexed: 12/21/2022] Open
Abstract
The neurological impact of Human Immunodeficiency Virus (HIV) on children includes loss of brain growth, motor abnormalities and cognitive dysfunction. Despite early antiretroviral treatment (ART) intervention to suppress viral load, neurological consequences of perinatal HIV-1 infection persist. Utilizing the pediatric simian immunodeficiency virus (SIV) infection model, we tested the hypothesis that early-life SIV infection depletes neuronal population in the hippocampus. A total of 22 ART-naïve infant rhesus macaques (Macaca mulatta) from previous studies were retrospectively analyzed. Infant macaques were either intravenously (IV) inoculated with highly virulent SIVmac251 at ~1 week of age and monitored for 6-10 weeks, or orally challenged with SIVmac251 from week 9 of age onwards with a monitoring period of 10-23 weeks post-infection (19-34 weeks of age), and SIV-uninfected controls were euthanized at 16-17 weeks of age. We have previously reported that the IV SIVmac251-infected neonatal macaques (Group 1) displayed a 42% neuronal reduction throughout the hippocampal cornu ammonis (CA) fields. The orally-infected infant macaques displayed a 75% neuronal reduction in the CA1 region compared to controls and 54% fewer neurons than IV SIV infants. The CA2 region showed a similar pattern, with a 67% reduction between orally-infected SIV subjects and controls and a 40% difference between IV-and orally-infected SIV groups. In the CA3 region, there were no significant differences between these groups, however both SIV-infected groups had significantly fewer pyramidal neurons than control subjects. There was no correlation between plasma viral load and neuronal populations in any of the CA fields. The loss of hippocampal neurons may contribute to the rapid neurocognitive decline associated with pediatric HIV infection. While each subfield showed vulnerability to SIV infection, the CA1 and CA2 subregions demonstrated a potentially enhanced vulnerability to pediatric SIV infection. These data underscore the need for early diagnosis and treatment, including therapeutics targeting the central nervous system (CNS).
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Affiliation(s)
- Heather Carryl
- Department of Physiology and Biophysics, Howard University, Washington, DC 20059, USA.
| | - Koen K A Van Rompay
- California National Primate Research Center, University of California Davis, Davis, CA 95616, USA.
| | - Kristina De Paris
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC 27599, USA.
| | - Mark W Burke
- Department of Physiology and Biophysics, Howard University, Washington, DC 20059, USA.
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14
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Brocardo PS, Gil-Mohapel J, Wortman R, Noonan A, McGinnis E, Patten AR, Christie BR. The Effects of Ethanol Exposure During Distinct Periods of Brain Development on Oxidative Stress in the Adult Rat Brain. Alcohol Clin Exp Res 2016; 41:26-37. [DOI: 10.1111/acer.13266] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2016] [Accepted: 10/02/2016] [Indexed: 12/20/2022]
Affiliation(s)
- Patricia S. Brocardo
- Division of Medical Sciences and UBC Island Medical Program ; University of Victoria; Victoria British Columbia Canada
- Department of Morphological Sciences; Center of Biological Sciences; Universidade Federal de Santa Catarina; Florianópolis Santa Catarina Brazil
| | - Joana Gil-Mohapel
- Division of Medical Sciences and UBC Island Medical Program ; University of Victoria; Victoria British Columbia Canada
| | - Ryan Wortman
- Division of Medical Sciences and UBC Island Medical Program ; University of Victoria; Victoria British Columbia Canada
| | - Athena Noonan
- Division of Medical Sciences and UBC Island Medical Program ; University of Victoria; Victoria British Columbia Canada
| | - Eric McGinnis
- Division of Medical Sciences and UBC Island Medical Program ; University of Victoria; Victoria British Columbia Canada
| | - Anna R. Patten
- Division of Medical Sciences and UBC Island Medical Program ; University of Victoria; Victoria British Columbia Canada
| | - Brian R. Christie
- Division of Medical Sciences and UBC Island Medical Program ; University of Victoria; Victoria British Columbia Canada
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15
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Prenatal Alcohol Exposure Affects Progenitor Cell Numbers in Olfactory Bulbs and Dentate Gyrus of Vervet Monkeys. Brain Sci 2016; 6:brainsci6040052. [PMID: 27801790 PMCID: PMC5187566 DOI: 10.3390/brainsci6040052] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Revised: 10/21/2016] [Accepted: 10/23/2016] [Indexed: 01/18/2023] Open
Abstract
Fetal alcohol exposure (FAE) alters hippocampal cell numbers in rodents and primates, and this may be due, in part, to a reduction in the number or migration of neuronal progenitor cells. The olfactory bulb exhibits substantial postnatal cellular proliferation and a rapid turnover of newly formed cells in the rostral migratory pathway, while production and migration of postnatal neurons into the dentate gyrus may be more complex. The relatively small size of the olfactory bulb, compared to the hippocampus, potentially makes this structure ideal for a rapid analysis. This study used the St. Kitts vervet monkey (Chlorocebus sabeus) to (1) investigate the normal developmental sequence of post-natal proliferation in the olfactory bulb and dentate gyrus and (2) determine the effects of naturalistic prenatal ethanol exposure on proliferation at three different ages (neonate, five months and two years). Using design-based stereology, we found an age-related decrease of actively proliferating cells in the olfactory bulb and dentate gyrus for both control and FAE groups. Furthermore, at the neonatal time point, the FAE group had fewer actively proliferating cells as compared to the control group. These data are unique with respect to fetal ethanol effects on progenitor proliferation in the primate brain and suggest that the olfactory bulb may be a useful structure for studies of cellular proliferation.
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16
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Natarajan SK, Pachunka JM, Mott JL. Role of microRNAs in Alcohol-Induced Multi-Organ Injury. Biomolecules 2015; 5:3309-38. [PMID: 26610589 PMCID: PMC4693280 DOI: 10.3390/biom5043309] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2015] [Accepted: 11/16/2015] [Indexed: 12/12/2022] Open
Abstract
Alcohol consumption and its abuse is a major health problem resulting in significant healthcare cost in the United States. Chronic alcoholism results in damage to most of the vital organs in the human body. Among the alcohol-induced injuries, alcoholic liver disease is one of the most prevalent in the United States. Remarkably, ethanol alters expression of a wide variety of microRNAs that can regulate alcohol-induced complications or dysfunctions. In this review, we will discuss the role of microRNAs in alcoholic pancreatitis, alcohol-induced liver damage, intestinal epithelial barrier dysfunction, and brain damage including altered hippocampus structure and function, and neuronal loss, alcoholic cardiomyopathy, and muscle damage. Further, we have reviewed the role of altered microRNAs in the circulation, teratogenic effects of alcohol, and during maternal or paternal alcohol consumption.
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Affiliation(s)
- Sathish Kumar Natarajan
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, 985870 Nebraska Medical Center, Omaha, NE 68198, USA.
| | - Joseph M Pachunka
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, 985870 Nebraska Medical Center, Omaha, NE 68198, USA.
| | - Justin L Mott
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, 985870 Nebraska Medical Center, Omaha, NE 68198, USA.
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17
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Grewen K, Salzwedel AP, Gao W. Functional Connectivity Disruption in Neonates with Prenatal Marijuana Exposure. Front Hum Neurosci 2015; 9:601. [PMID: 26582983 PMCID: PMC4631947 DOI: 10.3389/fnhum.2015.00601] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2015] [Accepted: 10/18/2015] [Indexed: 01/17/2023] Open
Abstract
Prenatal marijuana exposure (PME) is linked to neurobehavioral and cognitive impairments; however, findings in childhood and adolescence are inconsistent. Type-1 cannabinoid receptors (CB1R) modulate fetal neurodevelopment, mediating PME effects on growth of functional circuitry sub-serving behaviors critical for academic and social success. The purpose of this study was to investigate the effects of prenatal marijuana on development of early brain functional circuitry prior to prolonged postnatal environmental influences. We measured resting state functional connectivity during unsedated sleep in infants at 2–6 weeks (+MJ: 20 with PME in combination with nicotine, alcohol, opiates, and/or selective serotonin reuptake inhibitors; −MJ: 23 exposed to the same other drugs without marijuana, CTR: 20 drug-free controls). Connectivity of subcortical seed regions with high fetal CB1R expression was examined. Marijuana-specific differences were observed in insula and three striatal connections: anterior insula–cerebellum, right caudate–cerebellum, right caudate–right fusiform gyrus/inferior occipital, left caudate–cerebellum. +MJ neonates had hypo-connectivity in all clusters compared with −MJ and CTR groups. Altered striatal connectivity to areas involved in visual spatial and motor learning, attention, and in fine-tuning of motor outputs involved in movement and language production may contribute to neurobehavioral deficits reported in this at-risk group. Disrupted anterior insula connectivity may contribute to altered integration of interoceptive signals with salience estimates, motivation, decision-making, and later drug use. Compared with CTRs, both +MJ and −MJ groups demonstrated hyper-connectivity of left amygdala seed with orbital frontal cortex and hypo-connectivity of posterior thalamus seed with hippocampus, suggesting vulnerability to multiple drugs in these circuits.
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Affiliation(s)
- Karen Grewen
- Department of Psychiatry, Neurobiology, and Psychology, University of North Carolina Chapel Hill , Chapel Hill, NC , USA
| | - Andrew P Salzwedel
- Department of Radiology, Biomedical Research Imaging Center, University of North Carolina Chapel Hill , Chapel Hill, NC , USA ; Department of Biomedical Sciences and Imaging, Biomedical Imaging Research Institute, Cedars-Sinai Medical Cente , Los Angeles, CA , USA
| | - Wei Gao
- Department of Radiology, Biomedical Research Imaging Center, University of North Carolina Chapel Hill , Chapel Hill, NC , USA ; Department of Biomedical Sciences and Imaging, Biomedical Imaging Research Institute, Cedars-Sinai Medical Cente , Los Angeles, CA , USA
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