1
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Nematollahi Z, Karimian S, Taghavirashidizadeh A, Darvishi M, Pakmehr S, Erfan A, Teimoury MJ, Mansouri N, Alipourfard I. Hub genes, key miRNAs and interaction analyses in type 2 diabetes mellitus: an integrative in silico approach. Integr Biol (Camb) 2024; 16:zyae002. [PMID: 38366952 DOI: 10.1093/intbio/zyae002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 10/20/2023] [Accepted: 12/18/2023] [Indexed: 02/19/2024]
Abstract
Diabetes is a rising global metabolic disorder and leads to long-term consequences. As a multifactorial disease, the gene-associated mechanisms are important to know. This study applied a bioinformatics approach to explore the molecular underpinning of type 2 diabetes mellitus through differential gene expression analysis. We used microarray datasets GSE16415 and GSE29226 to identify differentially expressed genes between type 2 diabetes and normal samples using R software. Following that, using the STRING database, the protein-protein interaction network was constructed and further analyzed by Cytoscape software. The EnrichR database was used for Gene Ontology and pathway enrichment analysis to explore key pathways and functional annotations of hub genes. We also used miRTarBase and TargetScan databases to predict miRNAs targeting hub genes. We identified 21 hub genes in type 2 diabetes, some showing more significant changes in the PPI network. Our results revealed that GLUL, SLC32A1, PC, MAPK10, MAPT, and POSTN genes are more important in the PPI network and can be experimentally investigated as therapeutic targets. Hsa-miR-492 and hsa-miR-16-5p are suggested for diagnosis and prognosis by targeting GLUL, SLC32A1, PC, MAPK10, and MAPT genes involved in the insulin signaling pathway. Insight: Type 2 diabetes, as a rising global and multifactorial disorder, is important to know the gene-associated mechanisms. In an integrative bioinformatics analysis, we integrated different finding datasets to put together and find valuable diagnostic and prognostic hub genes and miRNAs. In contrast, genes, RNAs, and enzymes interact systematically in pathways. Using multiple databases and software, we identified differential expression between hub genes of diabetes and normal samples. We explored different protein-protein interaction networks, gene ontology, key pathway analysis, and predicted miRNAs that target hub genes. This study reported 21 significant hub genes and some miRNAs in the insulin signaling pathway for innovative and potential diagnostic and therapeutic purposes.
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Affiliation(s)
| | - Shiva Karimian
- Electrical and Computer Research Center, Islamic Azad University Sanandaj Branch, Sanandaj, Iran
| | - Ali Taghavirashidizadeh
- Department of Electrical and Electronics Engineering, Islamic Azad University Central Tehran Branch, Tehran, Iran
| | - Mohammad Darvishi
- Infectious Diseases and Tropical Medicine Research Center(IDTMC), School of Aerospace and Subaquatic Medicine, AJA University of Medical Sciences, Tehran, Iran
| | | | - Amin Erfan
- Department of Electrical and Computer Engineering, Technical and Vocational University, Tehran, Iran
| | | | - Neda Mansouri
- Instituto de Biología Molecular y Celular del Cáncer (CSIC-Universidad de Salamanca) IBSAL and CIBERONC, Salamanca, Spain
| | - Iraj Alipourfard
- Institute of Physical Chemistry, Polish Academy of Science, Warsaw, Poland
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2
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Haimson B, Mizrahi A. Plasticity in auditory cortex during parenthood. Hear Res 2023; 431:108738. [PMID: 36931020 DOI: 10.1016/j.heares.2023.108738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 02/09/2023] [Accepted: 03/06/2023] [Indexed: 03/11/2023]
Abstract
Most animals display robust parental behaviors that support the survival and well-being of their offspring. The manifestation of parental behaviors is accompanied by physiological and hormonal changes, which affect both the body and the brain for better care giving. Rodents exhibit a behavior called pup retrieval - a stereotyped sequence of perception and action - used to identify and retrieve their newborn pups back to the nest. Pup retrieval consists of a significant auditory component, which depends on plasticity in the auditory cortex (ACx). We review the evidence of neural changes taking place in the ACx of rodents during the transition to parenthood. We discuss how the plastic changes both in and out of the ACx support the encoding of pup vocalizations. Key players in the mechanism of this plasticity are hormones and experience, both of which have a clear dynamic signature during the transition to parenthood. Mothers, co caring females, and fathers have been used as models to understand parental plasticity at disparate levels of organization. Yet, common principles of cortical plasticity and the biological mechanisms underlying its involvement in parental behavior are just beginning to be unpacked.
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Affiliation(s)
- Baruch Haimson
- The Edmond and Lily Safra Center for Brain Sciences, and 2Department of Neurobiology, The Hebrew University of Jerusalem, Jerusalem 91904, Israel.
| | - Adi Mizrahi
- The Edmond and Lily Safra Center for Brain Sciences, and 2Department of Neurobiology, The Hebrew University of Jerusalem, Jerusalem 91904, Israel.
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3
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Bose D, Stebliankin V, Cickovski T, Saha P, Trivedi A, Roy S, More M, Tuteja A, Mathee K, Narasimhan G, Chatterjee S. Microbiome Dysbiosis Shows Strong Association of Gut-Derived Altered Metabolomic Profile in Gulf War Chronic Multisymptom Illness Symptom Persistence Following Western Diet Feeding and Development of Obesity. Int J Mol Sci 2023; 24:4245. [PMID: 36835663 PMCID: PMC9962797 DOI: 10.3390/ijms24044245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 02/12/2023] [Accepted: 02/14/2023] [Indexed: 02/23/2023] Open
Abstract
The pathophysiology of Gulf War Illness (GWI) remains elusive even after three decades. The persistence of multiple complex symptoms along with metabolic disorders such as obesity worsens the health of present Gulf War (GW) Veterans often by the interactions of the host gut microbiome and inflammatory mediators. In this study, we hypothesized that the administration of a Western diet might alter the host metabolomic profile, which is likely associated with the altered bacterial species. Using a five-month symptom persistence GWI model in mice and whole-genome sequencing, we characterized the species-level dysbiosis and global metabolomics, along with heterogenous co-occurrence network analysis, to study the bacteriome-metabolomic association. Microbial analysis at the species level showed a significant alteration of beneficial bacterial species. The beta diversity of the global metabolomic profile showed distinct clustering due to the Western diet, along with the alteration of metabolites associated with lipid, amino acid, nucleotide, vitamin, and xenobiotic metabolism pathways. Network analysis showed novel associations of gut bacterial species with metabolites and biochemical pathways that could be used as biomarkers or therapeutic targets to ameliorate symptom persistence in GW Veterans.
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Affiliation(s)
- Dipro Bose
- Environmental Health and Disease Laboratory, Department of Environmental and Occupational Health, Program in Public Health, Susan and Henry Samueli College of Health Sciences, University of California, Irvine, CA 92697, USA
| | - Vitalli Stebliankin
- Knight Foundation School of Computing and Information Sciences, College of Engineering and Computing, Florida International University, Miami, FL 33199, USA
| | - Trevor Cickovski
- Knight Foundation School of Computing and Information Sciences, College of Engineering and Computing, Florida International University, Miami, FL 33199, USA
| | - Punnag Saha
- Environmental Health and Disease Laboratory, Department of Environmental and Occupational Health, Program in Public Health, Susan and Henry Samueli College of Health Sciences, University of California, Irvine, CA 92697, USA
| | - Ayushi Trivedi
- Environmental Health and Disease Laboratory, Department of Environmental and Occupational Health, Program in Public Health, Susan and Henry Samueli College of Health Sciences, University of California, Irvine, CA 92697, USA
| | - Subhajit Roy
- Environmental Health and Disease Laboratory, Department of Environmental and Occupational Health, Program in Public Health, Susan and Henry Samueli College of Health Sciences, University of California, Irvine, CA 92697, USA
| | - Madhura More
- Environmental Health and Disease Laboratory, Department of Environmental and Occupational Health, Program in Public Health, Susan and Henry Samueli College of Health Sciences, University of California, Irvine, CA 92697, USA
| | - Ashok Tuteja
- Division of Internal Medicine, University of Utah School of Medicine, Salt Lake City VAMC, Salt Lake City, UT 84132, USA
| | - Kalai Mathee
- Department of Human and Molecular Genetics, Herbert Wertheim College of Medicine, Florida International University, Miami, FL 33199, USA
- Biomolecular Sciences Institute, Florida International University, Miami, FL 33199, USA
| | - Giri Narasimhan
- Knight Foundation School of Computing and Information Sciences, College of Engineering and Computing, Florida International University, Miami, FL 33199, USA
- Biomolecular Sciences Institute, Florida International University, Miami, FL 33199, USA
| | - Saurabh Chatterjee
- Environmental Health and Disease Laboratory, Department of Environmental and Occupational Health, Program in Public Health, Susan and Henry Samueli College of Health Sciences, University of California, Irvine, CA 92697, USA
- Department of Medicine, Infectious Disease, UCI School of Medicine, Irvine, CA 92697, USA
- VA Research and Development, VA Long Beach Health Care System, Long Beach, CA 90822, USA
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4
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Ncube D, Tallafuss A, Serafin J, Bruckner J, Farnsworth DR, Miller AC, Eisen JS, Washbourne P. A conserved transcriptional fingerprint of multi-neurotransmitter neurons necessary for social behavior. BMC Genomics 2022; 23:675. [PMID: 36175871 PMCID: PMC9523972 DOI: 10.1186/s12864-022-08879-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Accepted: 09/02/2022] [Indexed: 11/11/2022] Open
Abstract
Background An essential determinant of a neuron’s functionality is its neurotransmitter phenotype. We previously identified a defined subpopulation of cholinergic neurons required for social orienting behavior in zebrafish. Results We transcriptionally profiled these neurons and discovered that they are capable of synthesizing both acetylcholine and GABA. We also established a constellation of transcription factors and neurotransmitter markers that can be used as a “transcriptomic fingerprint” to recognize a homologous neuronal population in another vertebrate. Conclusion Our results suggest that this transcriptomic fingerprint and the cholinergic-GABAergic neuronal subtype that it defines are evolutionarily conserved. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-022-08879-w.
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Affiliation(s)
- Denver Ncube
- Institute of Neuroscience, 1254 University of Oregon, Eugene, OR, 97403, USA
| | - Alexandra Tallafuss
- Institute of Neuroscience, 1254 University of Oregon, Eugene, OR, 97403, USA
| | - Jen Serafin
- Institute of Neuroscience, 1254 University of Oregon, Eugene, OR, 97403, USA
| | - Joseph Bruckner
- Institute of Neuroscience, 1254 University of Oregon, Eugene, OR, 97403, USA
| | - Dylan R Farnsworth
- Institute of Neuroscience, 1254 University of Oregon, Eugene, OR, 97403, USA
| | - Adam C Miller
- Institute of Neuroscience, 1254 University of Oregon, Eugene, OR, 97403, USA
| | - Judith S Eisen
- Institute of Neuroscience, 1254 University of Oregon, Eugene, OR, 97403, USA
| | - Philip Washbourne
- Institute of Neuroscience, 1254 University of Oregon, Eugene, OR, 97403, USA.
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Aoyama BB, Zanetti GG, Dias EV, Athié MCP, Lopes-Cendes I, Schwambach Vieira A. Transcriptomic analysis of dorsal and ventral subiculum after induction of acute seizures by electric stimulation of the perforant pathway in rats. Hippocampus 2022; 32:436-448. [PMID: 35343006 DOI: 10.1002/hipo.23417] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 03/09/2022] [Accepted: 03/11/2022] [Indexed: 11/09/2022]
Abstract
Preconditioning is a mechanism in which injuries induced by non-lethal hypoxia or seizures trigger cellular resistance to subsequent events. Norwood et al., in a 2010 study, showed that an 8-h-long period of electrical stimulation of the perforant pathway in rats is required for the induction of hippocampal sclerosis. However, in order to avoid generalized seizures, status epilepticus (SE), and death, a state of resistance to seizures must be induced in the hippocampus by a preconditioning paradigm consisting of two daily 30-min stimulation periods. Due to the importance of the subiculum in the hippocampal formation, this study aims to investigate differential gene expression patterns in the dorsal and ventral subiculum using RNA-sequencing, after induction of a preconditioning protocol by electrical stimulation of the perforant pathway. The dorsal (dSub) and ventral (vSub) subiculum regions were collected by laser-microdissection 24 h after preconditioning protocol induction in rats. RNA sequencing was performed in a Hiseq 4000 platform, reads were aligned using the STAR and DESEq2 statistics package was used to estimate gene expression. We identified 1176 differentially expressed genes comparing control to preconditioned subiculum regions, 204 genes were differentially expressed in dSub and 972 in vSub. The gene ontology enrichment analysis showed that the most significant common enrichment pathway considering up-regulated genes in dSub and vSub was steroid metabolism. In contrast, the most significant enrichment pathway considering down-regulated genes in vSub was axon guidance. Our results indicate that preconditioning induces changes in the expression of genes related to synaptic reorganization, increased cholesterol metabolism, and astrogliosis in both dSub and vSub. Both regions also presented a decrease in the expression of genes related to glutamatergic transmission and an increase in expression of genes related to complement system activation and GABAergic transmission. The down-regulation of proapoptotic and axon guidance genes in the ventral subiculum suggests that preconditioning may induce a neuroprotective environment in this region.
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Affiliation(s)
- Beatriz B Aoyama
- Department of Structural and Functional Biology, Institute of Biology, University of Campinas (UNICAMP), Campinas, São Paulo, Brazil.,Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, São Paulo, Brazil
| | - Gabriel G Zanetti
- Department of Structural and Functional Biology, Institute of Biology, University of Campinas (UNICAMP), Campinas, São Paulo, Brazil.,Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, São Paulo, Brazil
| | - Elayne V Dias
- Department of Structural and Functional Biology, Institute of Biology, University of Campinas (UNICAMP), Campinas, São Paulo, Brazil.,Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, São Paulo, Brazil
| | - Maria C P Athié
- Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, São Paulo, Brazil.,Department of Translational Medicine, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, São Paulo, Brazil
| | - Iscia Lopes-Cendes
- Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, São Paulo, Brazil.,Department of Translational Medicine, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, São Paulo, Brazil
| | - André Schwambach Vieira
- Department of Structural and Functional Biology, Institute of Biology, University of Campinas (UNICAMP), Campinas, São Paulo, Brazil.,Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, São Paulo, Brazil
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6
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Fuentes I, Morishita Y, Gonzalez-Salinas S, Champagne FA, Uchida S, Shumyatsky GP. Experience-Regulated Neuronal Signaling in Maternal Behavior. Front Mol Neurosci 2022; 15:844295. [PMID: 35401110 PMCID: PMC8987921 DOI: 10.3389/fnmol.2022.844295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Accepted: 02/28/2022] [Indexed: 11/13/2022] Open
Abstract
Maternal behavior is shaped and challenged by the changing developmental needs of offspring and a broad range of environmental factors, with evidence indicating that the maternal brain exhibits a high degree of plasticity. This plasticity is displayed within cellular and molecular systems, including both intra- and intercellular signaling processes as well as transcriptional profiles. This experience-associated plasticity may have significant overlap with the mechanisms controlling memory processes, in particular those that are activity-dependent. While a significant body of work has identified various molecules and intracellular processes regulating maternal care, the role of activity- and experience-dependent processes remains unclear. We discuss recent progress in studying activity-dependent changes occurring at the synapse, in the nucleus, and during the transport between these two structures in relation to maternal behavior. Several pre- and postsynaptic molecules as well as transcription factors have been found to be critical in these processes. This role reflects the principal importance of the molecular and cellular mechanisms of memory formation to maternal and other behavioral adaptations.
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Affiliation(s)
- Ileana Fuentes
- Department of Genetics, Rutgers University, Piscataway, NJ, United States
| | | | | | - Frances A. Champagne
- Department of Psychology, University of Texas at Austin, Austin, TX, United States
| | - Shusaku Uchida
- SK Project, Medical Innovation Center, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Gleb P. Shumyatsky
- Department of Genetics, Rutgers University, Piscataway, NJ, United States
- *Correspondence: Gleb P. Shumyatsky
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7
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Cunningham CB, Khana D, Carter A, McKinney EC, Moore AJ. Survey of neurotransmitter receptor gene expression into and out of parental care in the burying beetle Nicrophorus vespilloides. Ecol Evol 2021; 11:14282-14292. [PMID: 34707854 PMCID: PMC8525115 DOI: 10.1002/ece3.8144] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 09/01/2021] [Accepted: 09/06/2021] [Indexed: 12/31/2022] Open
Abstract
Understanding the genetic influences of traits of nonmodel organisms is crucial to understanding how novel traits arise. Do new traits require new genes or are old genes repurposed? How predictable is this process? Here, we examine this question for gene expression influencing parenting behavior in a beetle, Nicrophorus vespilloides. Parental care, produced from many individual behaviors, should be influenced by changes of expression of multiple genes, and one suggestion is that the genes can be predicted based on knowledge of behavior expected to be precursors to parental care, such as aggression, resource defense, and mating on a resource. Thus, testing gene expression during parental care allows us to test expectations of this "precursor hypothesis" for multiple genes and traits. We tested for changes of the expression of serotonin, octopamine/tyramine, and dopamine receptors, as well as one glutamate receptor, predicting that these gene families would be differentially expressed during social interactions with offspring and associated resource defense. We found that serotonin receptors were strongly associated with social and aggression behavioral transitions. Octopamine receptors produced a complex picture of gene expression over a reproductive cycle. Dopamine was not associated with the behavioral transitions sampled here, while the glutamate receptor was most consistent with a behavioral change of resource defense/aggression. Our results generate new hypotheses, refine candidate lists for further studies, and inform the genetic mechanisms that are co-opted during the evolution of parent-offspring interactions, a likely evolutionary path for many lineages that become fully social. The precursor hypothesis, while not perfect, does provide a starting point for identifying candidate genes.
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Affiliation(s)
| | - Daven Khana
- Department of GeneticsUniversity of GeorgiaAthensGeorgiaUSA
| | - Annika Carter
- Department of GeneticsUniversity of GeorgiaAthensGeorgiaUSA
| | | | - Allen J. Moore
- Department of EntomologyUniversity of GeorgiaAthensGeorgiaUSA
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8
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Deligiannidis KM, Kroll-Desrosiers AR, Tan Y, Dubuke ML, Shaffer SA. Longitudinal proneuroactive and neuroactive steroid profiles in medication-free women with, without and at-risk for perinatal depression: A liquid chromatography-tandem mass spectrometry analysis. Psychoneuroendocrinology 2020; 121:104827. [PMID: 32828068 PMCID: PMC7572700 DOI: 10.1016/j.psyneuen.2020.104827] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 07/17/2020] [Accepted: 07/23/2020] [Indexed: 01/04/2023]
Abstract
BACKGROUND Neuroactive steroids (NAS) are derivatives of cholesterol or steroidal precursors made in the gonads, adrenal gland, placenta and brain. We characterized longitudinal plasma proneuroactive and NAS in healthy perinatal comparison women (HPCW), women at-risk for perinatal depression (AR-PND), and women with PND with/without comorbid anxiety. We hypothesized that AR-PND women who either did or did not go on to develop PND would have elevated NAS concentrations as compared to HPCW and that NAS would be correlated to depressive and anxiety symptoms. METHODS A prospective cohort study evaluated 75 medication-free perinatal women (HPCW, n = 30; AR-PND, n = 19; PND, n = 26). Standardized depression and anxiety assessments and blood samples were completed across 5 visits. Structured Clinical Interviews for DSM-IV TR Disorders were administered at study entry and exit. Plasma pregnenolone, progesterone, 5α- and 5β-dihydroprogesterone, pregnanolone, allopregnanolone, deoxycorticosterone and tetrahydrodeoxycorticosterone were quantified by liquid chromatography-tandem mass spectrometry. Longitudinal relationships between risk-group, depression and anxiety symptoms, and NAS concentrations were analyzed using generalized estimating equations to control for repeated measures correlations. RESULTS Perinatal 5α-dihydroprogesterone, 5β-dihydroprogesterone, allopregnanolone, deoxycorticosterone, and tetrahydrodeoxycorticosterone concentrations were higher in AR-PND and PND women compared to HPCW (β = 3.57 ± 1.40 and β = 2.11 ± 1.12, p = 0.03; β = 0.18 ± 0.06 and β = 0.03 ± 0.05, p = 0.02; β = 1.06 ± 0.42 and β = 1.19 ± 0.47, p = 0.01; β = 0.17 ± 0.07 and β = 0.11 ± 0.06, p = 0.05; β = 0.03 ± 0.01 and β = 0.03 ± 0.01, p = 0.05, respectively). Perinatal allopregnanolone, 5α-dihydroprogesterone and tetrahydrodeoxycorticosterone were positively associated with HAM-D17 (all p < 0.02). HAM-A was positively associated with 5α- and 5β-dihydroprogesterone, pregnanolone, allopregnanolone, deoxycorticosterone and tetrahydrodeoxycorticosterone (all p < 0.05). A history of depression was associated with increased 5α-dihydroprogesterone (2.20 ± 1.09, p = 0.05), deoxycorticosterone (0.13 ± 0.06, p = 0.03) and tetrahydrodeoxycorticosterone (0.03 ± 0.01, p = 0.02). CONCLUSION To our knowledge, this study represents the largest prospective study of 5-α and 5-β reductase products of progesterone and deoxycorticosterone in HPCW and women AR-PND. Data suggest that PND is associated with both a reduction of progesterone to 5β-dihydroprogesterone, 5α-dihydroprogesterone, and allopregnanolone, and the 21-hydroxylation to deoxycorticosterone and tetrahydrodeoxycorticosterone. The shift towards 5α-dihydroprogesterone, deoxycorticosterone and tetrahydrodeoxycorticosterone was associated with a history of depression, a significant risk factor for PND.
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Affiliation(s)
- Kristina M Deligiannidis
- Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, 11030, USA; Department of Psychiatry, Division of Psychiatry Research, Zucker Hillside Hospital, Northwell Health, Queens, NY, 11004, USA; Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, 11549, USA; Department of Psychiatry, University of Massachusetts Medical School, Worcester, MA, 01655, USA.
| | - Aimee R Kroll-Desrosiers
- VA Central Western Massachusetts Healthcare System, Leeds, MA, 01053, USA; Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, 01655, USA.
| | - Yanglan Tan
- Mass Spectrometry Facility, University of Massachusetts Medical School, Shrewsbury, MA, 01545, USA; Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, MA, 01655, USA.
| | - Michelle L Dubuke
- Mass Spectrometry Facility, University of Massachusetts Medical School, Shrewsbury, MA, 01545, USA; Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, MA, 01655, USA.
| | - Scott A Shaffer
- Mass Spectrometry Facility, University of Massachusetts Medical School, Shrewsbury, MA, 01545, USA; Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, MA, 01655, USA.
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9
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Bouchatta O, Chaibi I, Baba AA, Ba-M'Hamed S, Bennis M. The effects of Topiramate on isolation-induced aggression: a behavioral and immunohistochemical study in mice. Psychopharmacology (Berl) 2020; 237:2451-2467. [PMID: 32430516 DOI: 10.1007/s00213-020-05546-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Accepted: 05/05/2020] [Indexed: 10/24/2022]
Abstract
Topiramate, an antiepileptic drug, has been found to be useful for the treatment of aggression in clinical populations. Most preclinical studies related to Topiramate have been focused exclusively on the quantitative aspects of the aggressive behavior between mice. However, there is still limited knowledge regarding the effects of Topiramate on neuronal mechanisms occurring in aggressive mice. The present work aims to understand further the effects of the antiepileptic drug Topiramate on aggressive behaviors, and on the neural correlates underlying such behaviors. To achieve this, we combined the resident-intruder model of isolation-induced aggression in mice with two drug regimens of Topiramate administration (30.0 mg/kg; acute and sub-chronic treatments). Our data showed that both acute and subchronic treatments decreased the intensity of agonistic encounters and reinforced social behavior. By using C-fos immunoreactivity, we investigated the neuronal activation of several brain regions involved in aggressive behavior following subchronic treatment. We found that Topiramate produced activation in several cortical areas and in the lateral septum of resident brain mice compared with their controls. However, Topiramate induced inhibition in the medial nucleus of the amygdala, the dorsomedial nucleus of the periaqueductal gray, and especially in the anterior hypothalamic nucleus. Finally, we performed microinfusion of Topiramate (0.1 and 0.3 mM) into the lateral septum and anterior hypothalamus on offensive behaviors in isolation-induced-aggression paradigm. Interestingly, the microinfusion of Topiramate into the lateral septum has the capacity to alleviate aggressive behavior, without affecting social behavior. However, the microinfusion of Topiramate into the anterior hypothalamus decreased aggressive behavior and slightly reinforced social behavior. Our observations supported that the dose of 0.1 mM of Topiramate appeared more efficacy to treat aggression in adult mice. These pharmacological characteristics may account for Topiramate efficacy on aggressive symptoms in psychiatric patients.
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Affiliation(s)
- Otmane Bouchatta
- Laboratory of Pharmacology, Neurobiology and Behavior, Faculty of Sciences Semlalia, Cadi Ayyad University, Bd. Prince My Abdallah, 40000, Marrakesh, Morocco
| | - Ilias Chaibi
- Laboratory of Pharmacology, Neurobiology and Behavior, Faculty of Sciences Semlalia, Cadi Ayyad University, Bd. Prince My Abdallah, 40000, Marrakesh, Morocco
| | - Abdelfatah Ait Baba
- Laboratory of Pharmacology, Neurobiology and Behavior, Faculty of Sciences Semlalia, Cadi Ayyad University, Bd. Prince My Abdallah, 40000, Marrakesh, Morocco
| | - Saadia Ba-M'Hamed
- Laboratory of Pharmacology, Neurobiology and Behavior, Faculty of Sciences Semlalia, Cadi Ayyad University, Bd. Prince My Abdallah, 40000, Marrakesh, Morocco
| | - Mohamed Bennis
- Laboratory of Pharmacology, Neurobiology and Behavior, Faculty of Sciences Semlalia, Cadi Ayyad University, Bd. Prince My Abdallah, 40000, Marrakesh, Morocco.
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10
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Stevenson SA, Piepenburg A, Spool JA, Angyal CS, Hahn AH, Zhao C, Riters LV. Endogenous opioids facilitate intrinsically-rewarded birdsong. Sci Rep 2020; 10:11083. [PMID: 32632172 PMCID: PMC7338348 DOI: 10.1038/s41598-020-67684-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Accepted: 06/11/2020] [Indexed: 01/16/2023] Open
Abstract
Many songbirds sing in non-reproductive contexts while in flocks. Singing in such gregarious contexts is critical for maintaining and learning songs; however, song is not directed towards other individuals and has no obvious, immediate social consequences. Studies using conditioned place preference (CPP) tests of reward indicate that song production in gregarious contexts correlates positively with a bird’s intrinsic reward state and with opioid markers in the medial preoptic nucleus (mPOA). However, the causal involvement of opioids in gregarious song is unknown. Here we report that the selective mu opioid receptor (MOR) agonist fentanyl dose-dependently facilitates gregarious song and reduces stress/anxiety-related behavior in male and female European starlings. Furthermore, infusion of siRNA targeting MORs specifically in mPOA both suppresses gregarious song and disrupts the positive association between affective state and singing behavior, as revealed using CPP tests of song-associated reward. Results strongly implicate opioids in gregarious song and suggest that endogenous opioids in the mPOA may facilitate song by influencing an individual’s intrinsic reward state.
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Affiliation(s)
- Sharon A Stevenson
- Department of Integrative Biology, University of Wisconsin Madison, 428 Birge Hall, 430 Lincoln Drive, Madison, WI, 53706, USA
| | - Alice Piepenburg
- Department of Integrative Biology, University of Wisconsin Madison, 428 Birge Hall, 430 Lincoln Drive, Madison, WI, 53706, USA
| | - Jeremy A Spool
- Department of Integrative Biology, University of Wisconsin Madison, 428 Birge Hall, 430 Lincoln Drive, Madison, WI, 53706, USA.,Department of Psychological and Brain Sciences, University of Massachusetts Amherst, Amherst, MA, 01003, USA
| | - Caroline S Angyal
- Department of Integrative Biology, University of Wisconsin Madison, 428 Birge Hall, 430 Lincoln Drive, Madison, WI, 53706, USA
| | - Allison H Hahn
- Department of Integrative Biology, University of Wisconsin Madison, 428 Birge Hall, 430 Lincoln Drive, Madison, WI, 53706, USA.,Department of Psychology, St. Norbert College, De Pere, WI, 54115, USA
| | - Changjiu Zhao
- Department of Integrative Biology, University of Wisconsin Madison, 428 Birge Hall, 430 Lincoln Drive, Madison, WI, 53706, USA
| | - Lauren V Riters
- Department of Integrative Biology, University of Wisconsin Madison, 428 Birge Hall, 430 Lincoln Drive, Madison, WI, 53706, USA.
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11
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Yang R, Zhang MQ, Xue Y, Yang R, Tang MM. Dietary of n-3 polyunsaturated fatty acids influence neurotransmitter systems of rats exposed to unpredictable chronic mild stress. Behav Brain Res 2019; 376:112172. [DOI: 10.1016/j.bbr.2019.112172] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Revised: 08/19/2019] [Accepted: 08/21/2019] [Indexed: 12/21/2022]
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Verbe J, Dubertret C, El-Hage W, Bonnet-Brilhault F, Duriez P. [GABAergic approach of postpartum depression: A translational review of literature]. Encephale 2019; 46:123-134. [PMID: 31767256 DOI: 10.1016/j.encep.2019.09.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Revised: 09/22/2019] [Accepted: 09/28/2019] [Indexed: 01/22/2023]
Abstract
INTRODUCTION Prevalence of postpartum depression (PPD) ranges from 10 to 15 % of parturients. The impact of the PPD is major on the maternal bond and the health of both mother and child. Its physiopathological mechanisms appear to differ from other types of depression. Today, pharmacotherapy is based on nonspecific treatment, and recent therapeutic advances in this field require a comprehensive approach of the implication of the GABAergic system in the development of PPD. Neurosteroid levels during pregnancy and after parturition and the GABA-A-r modulation are thought to be involved in PPD. OBJECTIVE To evaluate if the GABAergic approach is relevant in postpartum depression management. METHODS We conducted a systematic review of literature based on the MEDLINE database with the following Medical Subject Headings (MeSH): "postpartum depression", "GABA", "ganaxolone", "brexanolone", "allopregnanolone", prior to September 2019. We selected articles in English: preclinical and clinical studies, literature review, observational and therapeutic studies. RESULTS Preclinical models (mouse and rat) show changes in GABAergic inhibition in the peripartum period and correlation between allopregnanolone and GABA-A-r plasticity. This plasticity in the peripartum period maintains levels of inhibition adapted despite increased neurosteroid levels. KO models for the GABA-A-r δ subunit develop depression and anxiety symptoms in the postpartum period, and a change in the expression of the gene coding for the GABA-R alpha-4 subunit was found. Artificial inhibition of progesterone metabolism during post-partum increased depression symptoms. GABAergic fluctuation seems to be interrelated with other systems such as those of oxytocins. A synthetic neurosteroid (SGE-516) was tested on mouse models of PPD, KO for δ-GABA-A-r or KCC2, and showed decreased depressive symptoms and better mothering. Clinical studies confirm neurosteroid fluctuation and changes in the GABAergic system during the peripartum period. Allopregnanolone is the neurosteroid the most studied in PPD, and it is elevated in the brain during the pregnancy. Studies disagree on the presence of significant differences in allopregnanolone plasma levels during pregnancy or postpartum between women with PPD or not. Women with a history of PPD have greater susceptibility to neurosteroid withdrawal. Imagery and genetical data also show a link between allopregnanolone and PPD. The GABA-A-r may not recover in time following a reduced number during pregnancy, and this mismatch between neurosteroid levels and their receptor may trigger PPD. Several randomized controlled trials investigated brexanolone administrated IV, a synthetic formulation of allopregnanolone, and demonstrated a rapid and well tolerated reduction in depressive symptoms. In March 2019 brexanolone obtained FDA approval in PPD indication under the name Zulresso. However, there are differences in the time of beginning of PPD, which could constitute different subgroups of this disease, and which physiopathology could respond to different mechanisms. Prenatal depression does not respond to a GABAergic approach, but women without any risk factor or previous mood disorder developing PPD in the weeks following childbirth could be particularly responsive to this kind of treatment. CONCLUSION Disability to modulate GABA-A-r expression during pregnancy and restore its previous state after parturition appears to trigger PPD. The GABAergic system is a promising pharmacotherapy target. From preclinical to clinical studies for about twenty years the GABAergic system has been incriminated and targeted in this challenging mental disease.
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Affiliation(s)
- J Verbe
- Pôle de psychiatrie addictologie, clinique psychiatrique universitaire, CHRU de Tours, Tours, France
| | - C Dubertret
- Hôpital Louis-Mourier, AP-HP, Paris, France; Inserm 1266, institut de psychiatrie et de neurosciences de Paris, Paris, France
| | - W El-Hage
- Pôle de psychiatrie addictologie, clinique psychiatrique universitaire, CHRU de Tours, Tours, France
| | - F Bonnet-Brilhault
- Pôle de pédopsychiatrie, centre universitaire de pédopsychiatrie, CHRU de Tours, Tours, France
| | - P Duriez
- Inserm 1266, institut de psychiatrie et de neurosciences de Paris, Paris, France; Clinique des maladies mentales et de l'encéphale, GHU Paris psychiatrie et neurosciences, Paris, France.
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Gong X, Huang C, Yang X, Mao Q, Zeng L, Zheng P, Pu J, Chen J, Wang H, Xu B, Zhou C, Xie P. Proteomic analysis of the intestine reveals SNARE-mediated immunoregulatory and amino acid absorption perturbations in a rat model of depression. Life Sci 2019; 234:116778. [PMID: 31430454 DOI: 10.1016/j.lfs.2019.116778] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Revised: 08/08/2019] [Accepted: 08/16/2019] [Indexed: 02/07/2023]
Abstract
AIMS To clarify the role of the gut-brain axis in depression. MAIN METHODS We used the iTRAQ technique to identify differential proteins in the intestine of the rat model of chronic unpredictable mild stress (CUMS)-induced depression. Significant differential proteins were subjected to Gene Ontology (GO) functional annotations and KEGG pathway enrichment analysis. Key proteins were validated at the mRNA and protein levels. The levels of cytokines in the intestine, serum and hypothalamus were examined by ELISA. HPLC-UV was used to detect the levels of amino acids. KEY FINDINGS In the rat intestine, 349 differential proteins (209 downregulated, 140 upregulated) were identified. GO analysis indicated that "protein complex assembly" was the first-ranked biological process. SNARE complex components, including SNAP23, VAMP3 and VAMP8, were increased at the mRNA levels, while only VAMP3 and VAMP8 were also upregulated at the protein level. TNFα, IL6 and IL1β were upregulated in the CUMS rat intestine, while TNFα was decreased in the serum and hypothalamus. IL1β was decreased in the serum. "Protein digestion and absorption" was the most significantly enriched KEGG pathway, involving 5 differential proteins: SLC9A3, ANPEP, LAT1, ASCT2 and B0AT1. Glutamine, glycine and aspartic acid were perturbed in the CUMS rat intestine. SIGNIFICANCE Our findings suggest that CUMS enhances the adaptive immune response in the intestine through ER-phagosome pathway mediated by SNARE complex and disturb absorption of amino acids. It advances our understanding of the role of gut-brain axis in depression and provides a potential therapeutic target for the disease.
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Affiliation(s)
- Xue Gong
- Institute of Neuroscience and the Collaborative Innovation Center for Brain Science, Chongqing Medical University, Chongqing, China; Chongqing Key Laboratory of Neurobiology, Chongqing 400016, China; Department of Neurology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Cheng Huang
- Institute of Neuroscience and the Collaborative Innovation Center for Brain Science, Chongqing Medical University, Chongqing, China; Chongqing Key Laboratory of Neurobiology, Chongqing 400016, China; Department of Neurology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xun Yang
- Institute of Neuroscience and the Collaborative Innovation Center for Brain Science, Chongqing Medical University, Chongqing, China; Chongqing Key Laboratory of Neurobiology, Chongqing 400016, China; Department of Neurology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Qiang Mao
- Department of Pharmacy, the Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, China
| | - Li Zeng
- Institute of Neuroscience and the Collaborative Innovation Center for Brain Science, Chongqing Medical University, Chongqing, China; Department of Nephrology, the Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, China
| | - Peng Zheng
- Institute of Neuroscience and the Collaborative Innovation Center for Brain Science, Chongqing Medical University, Chongqing, China; Chongqing Key Laboratory of Neurobiology, Chongqing 400016, China; Department of Neurology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Juncai Pu
- Institute of Neuroscience and the Collaborative Innovation Center for Brain Science, Chongqing Medical University, Chongqing, China; Chongqing Key Laboratory of Neurobiology, Chongqing 400016, China; Department of Neurology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jianjun Chen
- Institute of Neuroscience and the Collaborative Innovation Center for Brain Science, Chongqing Medical University, Chongqing, China; Chongqing Key Laboratory of Neurobiology, Chongqing 400016, China
| | - Haiyang Wang
- Institute of Neuroscience and the Collaborative Innovation Center for Brain Science, Chongqing Medical University, Chongqing, China; Chongqing Key Laboratory of Neurobiology, Chongqing 400016, China
| | - Bing Xu
- Institute of Neuroscience and the Collaborative Innovation Center for Brain Science, Chongqing Medical University, Chongqing, China; Chongqing Key Laboratory of Neurobiology, Chongqing 400016, China; Department of Neurology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Chanjuan Zhou
- Institute of Neuroscience and the Collaborative Innovation Center for Brain Science, Chongqing Medical University, Chongqing, China; Chongqing Key Laboratory of Neurobiology, Chongqing 400016, China
| | - Peng Xie
- Chongqing Key Laboratory of Neurobiology, Chongqing 400016, China; Department of Neurology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China; Department of Neurology, Yongchuan Hospital, Chongqing Medical University, Chongqing 402160, China; Key Laboratory of Clinical Laboratory Diagnostics, Ministry of Education, Chongqing, China; South Australian Health and Medical Research Institute, Mind and Brain Theme, Adelaide, SA, Australia; Flinders University, Adelaide, SA, Australia.
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14
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Frieder A, Fersh M, Hainline R, Deligiannidis KM. Pharmacotherapy of Postpartum Depression: Current Approaches and Novel Drug Development. CNS Drugs 2019; 33:265-282. [PMID: 30790145 PMCID: PMC6424603 DOI: 10.1007/s40263-019-00605-7] [Citation(s) in RCA: 83] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Postpartum depression is one of the most common complications of childbirth. Untreated postpartum depression can have substantial adverse effects on the well-being of the mother and child, negatively impacting child cognitive, behavioral, and emotional development with lasting consequences. There are a number of therapeutic interventions for postpartum depression including pharmacotherapy, psychotherapy, neuromodulation, and hormonal therapy among others, most of which have been adapted from the treatment of major depressive disorder outside of the peripartum period. Current evidence of antidepressant treatment for postpartum depression is limited by the small number of randomized clinical trials, underpowered samples, and the lack of long-term follow-up. The peripartum period is characterized by rapid and significant physiological change in plasma levels of endocrine hormones, peptides, and neuroactive steroids. Evidence supporting the role of neuroactive steroids and γ-aminobutyric acid (GABA) in the pathophysiology of postpartum depression led to the investigation of synthetic neuroactive steroids and their analogs as potential treatment for postpartum depression. Brexanolone, a soluble proprietary intravenous preparation of synthetic allopregnanolone, has been developed. A recent series of open-label and placebo-controlled randomized clinical trials of brexanolone in postpartum depression demonstrated a rapid reduction in depressive symptoms, and has led to the submission for regulatory approval to the US Food and Drug Administration (decision due in March 2019). SAGE-217, an allopregnanolone analog, with oral bioavailability, was recently tested in a randomized, double-blind, placebo-controlled phase III study in severe postpartum depression, with reportedly positive results. Finally, a 3β-methylated synthetic analog of allopregnanolone, ganaxolone, is being tested in both intravenous and oral forms, in randomized, double-blind, placebo-controlled phase II studies in severe postpartum depression.
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Affiliation(s)
- Ariela Frieder
- Department of Psychiatry, Women's Behavioral Health, Zucker Hillside Hospital, Northwell Health, 75-59 263rd Street, New York, NY, 11004, USA
| | - Madeleine Fersh
- Department of Psychiatry, Women's Behavioral Health, Zucker Hillside Hospital, Northwell Health, 75-59 263rd Street, New York, NY, 11004, USA
| | - Rachel Hainline
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Kristina M Deligiannidis
- Department of Psychiatry, Women's Behavioral Health, Zucker Hillside Hospital, Northwell Health, 75-59 263rd Street, New York, NY, 11004, USA.
- Departments of Psychiatry and Obstetrics and Gynecology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA.
- Feinstein Institute for Medical Research, Manhasset, NY, USA.
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Resting-state functional connectivity, cortical GABA, and neuroactive steroids in peripartum and peripartum depressed women: a functional magnetic resonance imaging and spectroscopy study. Neuropsychopharmacology 2019; 44:546-554. [PMID: 30327498 PMCID: PMC6333815 DOI: 10.1038/s41386-018-0242-2] [Citation(s) in RCA: 61] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Revised: 08/24/2018] [Accepted: 10/03/2018] [Indexed: 01/17/2023]
Abstract
Postpartum depression (PPD) is associated with abnormalities in resting-state functional connectivity (RSFC) but the underlying neurochemistry is unclear. We hypothesized that peripartum GABAergic neuroactive steroids (NAS) are related to cortical GABA concentrations and RSFC in PPD as compared to healthy comparison women (HCW). To test this, we measured RSFC with fMRI and GABA+/Creatine (Cr) concentrations with proton magnetic resonance spectroscopy (1H MRS) in the pregenual anterior cingulate (pgACC) and occipital cortices (OCC) and quantified peripartum plasma NAS. We examined between-group differences in RSFC and the relationship between cortical GABA+/Cr concentrations with RSFC. We investigated the relationship between NAS, RSFC and cortical GABA+/Cr concentrations. Within the default mode network (DMN) an area of the dorsomedial prefrontal cortex (DMPFC) had greater connectivity with the rest of the DMN in PPD (peak voxel: MNI coordinates (2, 58, 32), p = 0.002) and was correlated to depression scores (peak HAM-D17 voxel: MNI coordinates (0, 60, 34), p = 0.008). pgACC GABA+/Cr correlated positively with DMPFC RSFC in a region spanning the right anterior/posterior insula and right temporal pole (r = +0.661, p = 0.000). OCC GABA+/Cr correlated positively with regions spanning both amygdalae (right amygdala: r = +0.522, p = 0.000; left amygdala: r = +0.651, p = 0.000) as well as superior parietal areas. Plasma allopregnanolone was higher in PPD (p = 0.03) and positively correlated with intra DMPFC connectivity (r = +0.548, p = 0.000) but not GABA+/Cr. These results provide initial evidence that PPD is associated with altered DMN connectivity; cortical GABA+/Cr concentrations are associated with postpartum RSFC and allopregnanolone is associated with postpartum intra-DMPFC connectivity.
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Metabolic Changes Associated with a Rat Model of Diabetic Depression Detected by Ex Vivo 1H Nuclear Magnetic Resonance Spectroscopy in the Prefrontal Cortex, Hippocampus, and Hypothalamus. Neural Plast 2018; 2018:6473728. [PMID: 29849562 PMCID: PMC5911311 DOI: 10.1155/2018/6473728] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2017] [Revised: 02/12/2018] [Accepted: 03/11/2018] [Indexed: 01/08/2023] Open
Abstract
Diabetic patients often present with comorbid depression. However, the pathogenetic mechanisms underlying diabetic depression (DD) remain unclear. To explore the mechanisms underpinning the pathogenesis of the disease, we used ex vivo 1H nuclear magnetic resonance spectroscopy and immunohistochemistry to investigate the main metabolic and pathological changes in various rat brain areas in an animal model of DD. Compared with the control group, rats in the DD group showed significant decreases in neurotransmitter concentrations of glutamate (Glu) and glutamine (Gln) in the prefrontal cortex (PFC), hippocampus, and hypothalamus and aspartate and glycine in the PFC and hypothalamus. Gamma-aminobutyric acid (GABA) was decreased only in the hypothalamus. Levels of the energy product, lactate, were higher in the PFC, hippocampus, and hypothalamus of rats with DD than those in control rats, while creatine was lower in the PFC and hippocampus, and alanine was lower in the hypothalamus. The levels of other brain metabolites were altered, including N-acetyl aspartate, taurine, and choline. Immunohistochemistry analysis revealed that expressions of both glutamine synthetase and glutaminase were decreased in the PFC, hippocampus, and hypothalamus of rats with DD. The metabolic changes in levels of Glu, Gln, and GABA indicate an imbalance of the Glu-Gln metabolic cycle between astrocytes and neurons. Our results suggest that the development of DD in rats may be linked to brain metabolic changes, including inhibition of the Glu-Gln cycle, increases in anaerobic glycolysis, and disturbances in the lactate-alanine shuttle, and associated with dysfunction of neurons and astrocytes.
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Li XB, Liu A, Yang L, Zhang K, Wu YM, Zhao MG, Liu SB. Antidepressant-like effects of translocator protein (18 kDa) ligand ZBD-2 in mouse models of postpartum depression. Mol Brain 2018; 11:12. [PMID: 29506545 PMCID: PMC5838882 DOI: 10.1186/s13041-018-0355-x] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Accepted: 02/25/2018] [Indexed: 02/07/2023] Open
Abstract
The 18 kDa translocator protein (TSPO) is primarily localized in the outer mitochondrial membrane of steroid-synthesizing cells in the central and peripheral nervous systems. One of the protein’s main functions is transporting substrate cholesterol into the mitochondria in a prerequisite process for steroid synthesis. Clinical trials have indicated that TSPO ligands might be valuable in treating some neuropathies and psychopathies. However, limited information is known about the role of TSPO in postpartum depression (PPD). The TSPO ligand ZBD-2, a derivative of XBD173, was synthesized in our laboratory. Behavioral tests, enzyme linked immunosorbent assay, and Western blot were employed to evaluate ZBD-2’s efficacy against PPD and to elucidate the potential underlying molecular mechanism. The TSPO levels significantly decreased in the basolateral amygdala of PPD models. After treatment for 2 weeks, ZBD-2 alleviated depression-like behaviors and enhanced the TSPO level in a PPD animal model. The underlying mechanisms of ZBD-2 were related to regulate the hypothalamic-pituitary-adrenal axis, enhance 5-HT and BDNF secretion, and maintain the excitatory and inhibitory synaptic protein expression to normal levels. Our results directly confirm that ZBD-2 exerts a therapeutic effect on PPD, which provides a new target for anti-PPD drug development.
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Affiliation(s)
- Xu-Bo Li
- Precision Pharmacy & Drug Development Center, Tangdu Hospital, Fourth Military Medical University, Xinsi Road 1, Xi'an, 710038, China.,Department of Pharmacology, School of Pharmacy, Fourth Military Medical University, Xi'an, 710032, China
| | - An Liu
- Precision Pharmacy & Drug Development Center, Tangdu Hospital, Fourth Military Medical University, Xinsi Road 1, Xi'an, 710038, China
| | - Le Yang
- Precision Pharmacy & Drug Development Center, Tangdu Hospital, Fourth Military Medical University, Xinsi Road 1, Xi'an, 710038, China
| | - Kun Zhang
- Department of Pharmacology, School of Pharmacy, Fourth Military Medical University, Xi'an, 710032, China
| | - Yu-Mei Wu
- Department of Pharmacology, School of Pharmacy, Fourth Military Medical University, Xi'an, 710032, China
| | - Ming-Gao Zhao
- Precision Pharmacy & Drug Development Center, Tangdu Hospital, Fourth Military Medical University, Xinsi Road 1, Xi'an, 710038, China. .,Department of Pharmacology, School of Pharmacy, Fourth Military Medical University, Xi'an, 710032, China.
| | - Shui-Bing Liu
- Precision Pharmacy & Drug Development Center, Tangdu Hospital, Fourth Military Medical University, Xinsi Road 1, Xi'an, 710038, China. .,Department of Pharmacology, School of Pharmacy, Fourth Military Medical University, Xi'an, 710032, China.
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18
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Pereira M. Structural and Functional Plasticity in the Maternal Brain Circuitry. New Dir Child Adolesc Dev 2017; 2016:23-46. [PMID: 27589496 DOI: 10.1002/cad.20163] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Parenting recruits a distributed network of brain structures (and neuromodulators) that coordinates caregiving responses attuned to the young's affect, needs, and developmental stage. Many of these structures and connections undergo significant structural and functional plasticity, mediated by the interplay between maternal hormones and social experience while the reciprocal relationship between the mother and her infant forms and develops. These alterations account for the remarkable behavioral plasticity of mothers. This review will examine the molecular and neurobiological modulation and plasticity through which parenting develops and adjusts in new mothers, primarily discussing recent findings in nonhuman animals. A better understanding of how parenting impacts the brain at the molecular, cellular, systems/network, and behavioral levels is likely to significantly contribute to novel strategies for treating postpartum neuropsychiatric disorders in new mothers, and critical for both the mother's physiological and mental health and the development and well-being of her young.
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Deligiannidis KM, Kroll-Desrosiers AR, Mo S, Nguyen HP, Svenson A, Jaitly N, Hall JE, Barton BA, Rothschild AJ, Shaffer SA. Peripartum neuroactive steroid and γ-aminobutyric acid profiles in women at-risk for postpartum depression. Psychoneuroendocrinology 2016; 70:98-107. [PMID: 27209438 PMCID: PMC4907817 DOI: 10.1016/j.psyneuen.2016.05.010] [Citation(s) in RCA: 72] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2016] [Revised: 04/12/2016] [Accepted: 05/07/2016] [Indexed: 01/21/2023]
Abstract
Neuroactive steroids (NAS) are allosteric modulators of the γ-aminobutyric acid (GABA) system. NAS and GABA are implicated in depression. The peripartum period involves physiologic changes in NAS which may be associated with peripartum depression and anxiety. We measured peripartum plasma NAS and GABA in healthy comparison subjects (HCS) and those at-risk for postpartum depression (AR-PPD) due to current mild depressive or anxiety symptoms or a history of depression. We evaluated 56 peripartum medication-free subjects. We measured symptoms with the Hamilton Depression Rating Scale (HAM-D17), Hamilton Anxiety Rating Scale (HAM-A) and Spielberger State-Trait Anxiety Inventory-State (STAI-S). Plasma NAS and GABA were quantified by liquid chromatography-mass spectrometry. We examined the associations between longitudinal changes in NAS, GABA and depressive and anxiety symptoms using generalized estimating equation methods. Peripartum GABA concentration was 1.9±0.7ng/mL (p=0.004) lower and progesterone and pregnanolone were 15.8±7.5 (p=0.04) and 1.5±0.7ng/mL (p=0.03) higher in AR-PPD versus HCS, respectively. HAM-D17 was negatively associated with GABA (β=-0.14±0.05, p=0.01) and positively associated with pregnanolone (β=0.16±0.06, p=0.01). STAI-S was positively associated with pregnanolone (β=0.11±0.04, p=0.004), allopregnanolone (β=0.13±0.05, p=0.006) and pregnenolone (β=0.02±0.01, p=0.04). HAM-A was negatively associated with GABA (β=-0.12±0.04, p=0.004) and positively associated with pregnanolone (β=0.11±0.05, p=0.05). Altered peripartum NAS and GABA profiles in AR-PPD women suggest that their interaction may play an important role in the pathophysiology of peripartum depression and anxiety.
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Affiliation(s)
- Kristina M. Deligiannidis
- Center for Psychopharmacologic Research & Treatment, Department of Psychiatry, University of Massachusetts Medical School, Worcester, MA, 01655, U.S.A.,Women’s Mental Health Program, Departments of Psychiatry and Obstetrics & Gynecology, University of Massachusetts Medical School, UMass Memorial Medical Center, Worcester, MA 01655, U.S.A.,Corresponding Author: Kristina M. Deligiannidis, M.D. Associate Professor of Psychiatry and Obstetrics & Gynecology Director, Depression Specialty Clinic Reproductive Psychiatrist, Women’s Mental Health Program, University of Massachusetts Medical School/UMass Memorial Medical Center, Center for Psychopharmacologic Research and Treatment, 55 Lake Avenue, North, Worcester, MA 01655, U.S.A. Tel.: (+1) 774.455.4134; Fax: (+1) 508.856.4854
| | - Aimee R. Kroll-Desrosiers
- Department of Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA 01655, U.S.A
| | - Shunyan Mo
- Proteomics and Mass Spectrometry Facility and Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, MA 01655, USA.
| | - Hien P. Nguyen
- Proteomics and Mass Spectrometry Facility and Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, MA 01655, U.S.A
| | - Abby Svenson
- Center for Psychopharmacologic Research & Treatment, Department of Psychiatry, University of Massachusetts Medical School, Worcester, MA 01655, USA.
| | - Nina Jaitly
- Center for Psychopharmacologic Research & Treatment, Department of Psychiatry, University of Massachusetts Medical School, Worcester, MA 01655, USA; National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC 27709-2233, USA.
| | - Janet E. Hall
- National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, NC 27709-2233, U.S.A
| | - Bruce A. Barton
- Department of Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA 01655, U.S.A
| | - Anthony J. Rothschild
- Center for Psychopharmacologic Research & Treatment, Department of Psychiatry, University of Massachusetts Medical School, Worcester, MA, 01655, U.S.A
| | - Scott A. Shaffer
- Proteomics and Mass Spectrometry Facility and Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, MA 01655, U.S.A
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20
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Gammie SC, Driessen TM, Zhao C, Saul MC, Eisinger BE. Genetic and neuroendocrine regulation of the postpartum brain. Front Neuroendocrinol 2016; 42:1-17. [PMID: 27184829 PMCID: PMC5030130 DOI: 10.1016/j.yfrne.2016.05.002] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Revised: 04/11/2016] [Accepted: 05/13/2016] [Indexed: 12/11/2022]
Abstract
Changes in expression of hundreds of genes occur during the production and function of the maternal brain that support a wide range of processes. In this review, we synthesize findings from four microarray studies of different maternal brain regions and identify a core group of 700 maternal genes that show significant expression changes across multiple regions. With those maternal genes, we provide new insights into reward-related pathways (maternal bonding), postpartum depression, social behaviors, mental health disorders, and nervous system plasticity/developmental events. We also integrate the new genes into well-studied maternal signaling pathways, including those for prolactin, oxytocin/vasopressin, endogenous opioids, and steroid receptors (estradiol, progesterone, cortisol). A newer transcriptional regulation model for the maternal brain is provided that incorporates recent work on maternal microRNAs. We also compare the top 700 genes with other maternal gene expression studies. Together, we highlight new genes and new directions for studies on the postpartum brain.
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Affiliation(s)
- Stephen C Gammie
- Department of Zoology, University of Wisconsin-Madison, Madison, WI, USA; Neuroscience Training Program, University of Wisconsin-Madison, Madison, WI, USA.
| | - Terri M Driessen
- Department of Zoology, University of Wisconsin-Madison, Madison, WI, USA
| | - Changjiu Zhao
- Department of Zoology, University of Wisconsin-Madison, Madison, WI, USA
| | - Michael C Saul
- Department of Zoology, University of Wisconsin-Madison, Madison, WI, USA
| | - Brian E Eisinger
- Department of Zoology, University of Wisconsin-Madison, Madison, WI, USA
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Zheng Y, Yang Y, Dong B, Zheng H, Lin X, Du Y, Li X, Zhao L, Gao H. Metabonomic profiles delineate potential role of glutamate-glutamine cycle in db/db mice with diabetes-associated cognitive decline. Mol Brain 2016; 9:40. [PMID: 27090642 PMCID: PMC4835835 DOI: 10.1186/s13041-016-0223-5] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2015] [Accepted: 04/11/2016] [Indexed: 12/02/2022] Open
Abstract
Background Diabetes-associated cognition decline is one of central nervous system complications in diabetic mellitus, while its pathogenic mechanism remains unclear. In this study, 1H nuclear magnetic resonance-based metabonomics and immunohistochemistry was used to explore key metabolic alterations in hippocampus of type 2 diabetic db/db mice with cognition decline in order to advance understanding of mechanisms underlying the pathogenesis of the disease. Results Metabonomics reveals that lactate level was significantly increased in hippocampus of db/db mice with cognition decline compared with age-matched wild-type mice. Several tricarboxylic acid cycle intermediates including succinate and citrate were reduced in hippocampus of db/db mice with cognition decline. Moreover, an increase in glutamine level and a decrease in glutamate and γ-aminobutyric acid levels were observed in db/db mice. Results from immunohistochemistry analysis show that glutamine synthetase was increased and glutaminase and glutamate decarboxylase were decreased in db/db mice. Conclusions Our results suggest that the development of diabetes-associated cognition decline in db/db mice is most likely implicated in a reduction in energy metabolism and a disturbance of glutamate-glutamine shuttling between neurons and astrocytes in hippocampus. Electronic supplementary material The online version of this article (doi:10.1186/s13041-016-0223-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Yongquan Zheng
- Radiology Department of the First Affiliated Hospital, Wenzhou Medical University, Wenzhou, 325027, Zhejiang, China.,School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China
| | - Yunjun Yang
- Radiology Department of the First Affiliated Hospital, Wenzhou Medical University, Wenzhou, 325027, Zhejiang, China
| | - Baijun Dong
- Department of Urology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Hong Zheng
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China
| | - Xiaodong Lin
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China
| | - Yao Du
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China
| | - Xiaokun Li
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China
| | - Liangcai Zhao
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China.
| | - Hongchang Gao
- School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, 325035, Zhejiang, China.
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Saul MC, Zhao C, Driessen TM, Eisinger BE, Gammie SC. MicroRNA expression is altered in lateral septum across reproductive stages. Neuroscience 2015; 312:130-40. [PMID: 26592715 DOI: 10.1016/j.neuroscience.2015.11.019] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2015] [Revised: 11/06/2015] [Accepted: 11/10/2015] [Indexed: 02/08/2023]
Abstract
MicroRNAs (miRNAs) inhibit RNA targets and may contribute to postpartum central nervous system (CNS) gene expression changes, although this has never been tested. In the present study, we directly evaluated miRNA levels using RNA sequencing during reproduction in female mice in the lateral septum (LS). We found the reliable and robust changes of miRNAs away from the virgin stage at the three other stages, namely pregnant, day 1 postpartum, and day 8 postpartum. For a given miRNA that was significantly different from the virgin condition in more than one group, the direction of change was always the same. Overall, we identified 32 upregulated miRNAs and 25 downregulated miRNAs that were consistently different from the virgin state. 'Arm switching' occurs for miR-433-3 and miR-7b. Unexpectedly, a third of upregulated miRNAs (relative to virgin) were highly localized within the 12qF1 region of chromosome 12 that includes the Dlk1-Dio3 gene cluster implicated in stem cell and neuronal differentiation. Over 1500 genes were targeted by multiple upregulated miRNAs with about 100 genes targeted by five or more miRNAs. Over 1000 genes were targeted by multiple downregulated miRNAs with about 50 genes targeted by five or more miRNAs. Half of the target genes were regulated by up and downregulated miRNAs, indicating homeostatic regulation. Transcriptional regulation was the most enriched pathway for genes linked to up or down regulated miRNAs. Other enriched pathways included protein kinase activity (e.g., MAP kinase), CNS development, axon guidance, neurotrophin signaling, neuron development/differentiation, and neurogenesis. Previously published postpartum LS gene expression changes were enrichment for LS miRNA targets, as expected. Surprisingly, postpartum gene expression changes from other regions were also enriched against LS miRNA targets, suggesting a core group of miRNAs may act across the CNS during reproduction. Together, we directly examine miRNAs and find significant alterations in the postpartum brain.
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Affiliation(s)
- M C Saul
- Department of Zoology, University of Wisconsin-Madison, Madison, WI, USA
| | - C Zhao
- Department of Zoology, University of Wisconsin-Madison, Madison, WI, USA
| | - T M Driessen
- Department of Zoology, University of Wisconsin-Madison, Madison, WI, USA
| | - B E Eisinger
- Department of Zoology, University of Wisconsin-Madison, Madison, WI, USA
| | - S C Gammie
- Department of Zoology, University of Wisconsin-Madison, Madison, WI, USA; Neuroscience Training Program, University of Wisconsin-Madison, Madison, WI, USA.
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Zhao C, Gammie SC. Metabotropic glutamate receptor 3 is downregulated and its expression is shifted from neurons to astrocytes in the mouse lateral septum during the postpartum period. J Histochem Cytochem 2015; 63:417-26. [PMID: 25739438 DOI: 10.1369/0022155415578283] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2015] [Accepted: 02/27/2015] [Indexed: 12/11/2022] Open
Abstract
The inhibitory metabotropic glutamate receptor 3 (mGluR3) plays diverse and complex roles in brain function, including synaptic plasticity and neurotransmission. We recently found that mGluR3 is downregulated in the lateral septum (LS) of postpartum females using microarray and qPCR analysis. In this study, we used double fluorescence immunohistochemical approaches to characterize mGluR3 changes in LS of the postpartum brain. The number of mGluR3-immunoractive cells was significantly reduced in the dorsal (LSD) and intermediate (LSI) but not ventral (LSV) parts of the LS in postpartum versus virgin females. mGluR3 immunoreactivity in the LS was found predominantly in neurons (~70%), with a smaller portion (~20%-30%) in astrocytes. Colocalization analysis revealed a reduced mGluR3 expression in neurons but an increased astrocytic localization in postpartum LSI. This change in the pattern of expression suggests that mGluR3 expression is shifted from neurons to astrocytes in postpartum LS, and the decrease in mGluR3 is neuron-specific. Because mGluR3 is inhibitory and negatively regulates glutamate and GABA release, decreases in neuronal expression would increase glutamate and GABA signaling. Given our recent finding that ~90% of LS neurons are GABAergic, the present data suggest that decreases in mGluR3 are a mechanism for elevated GABA in LS in the postpartum state.
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Affiliation(s)
- Changjiu Zhao
- Department of Zoology, University of Wisconsin-Madison, Madison, Wisconsin (CZ, SCG)
| | - Stephen C Gammie
- Department of Zoology, University of Wisconsin-Madison, Madison, Wisconsin (CZ, SCG),Neuroscience Training Program, University of Wisconsin-Madison, Madison, Wisconsin (SCG)
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