176 results on '"Robert E. McCullumsmith"'
Search Results
2. Advancing the detection of early Alzheimer’s via clinical biomarkers
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Smita Sahay, Ali Imami, Abdul Hamoud, Robert E. McCullumsmith, and Sinead O'Donovan
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Alzheimer's Disease ,Biomarker ,MIMIC-IV ,Critical Care Data ,Symposium ,Medicine (General) ,R5-920 - Published
- 2024
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3. Developmental pyrethroid exposure disrupts molecular pathways for circadian rhythms and MAP kinase in mouse brain.
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Jennifer Nguyen, Melissa A. Curtis, Ali S. Imami, William G. Ryan, Khaled Alganem, Kari L. Neifer, Nilanjana Saferin, Charlotte N. Nawor, Brian P. Kistler, Gary W. Miller, Rammohan Shukla, and Robert E. McCullumsmith
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pyrethroid ,deltamethrin ,neurodevelopmental disorders ,Symposium ,Medicine (General) ,R5-920 - Published
- 2024
4. An Integrative Analysis of Kinomic and Proteomic Profiling in Chronic Mild Stress (CMS) Mice
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Taylen Arvay, Hunter Eby, William G. Ryan, Ali Sajjad Imami, and Robert E. McCullumsmith
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depression ,bioinformatics ,Medicine (General) ,R5-920 - Published
- 2024
5. Purinergic System Perturbations in Schizophrenia
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Smita Sahay, Emily A. Devine, Robert E. McCullumsmith, and Sinead E. O'Donovan
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Adenosine ,Schizophrenia ,Anterior Cingulate Cortex ,Transcript Expression ,Symposium ,Medicine (General) ,R5-920 - Published
- 2024
6. Adenosine Metabolism Pathway Alterations in Frontal Cortical Neurons in Schizophrenia
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Smita Sahay, Emily A. Devine, Christina F.-A. Vargas, Robert E. McCullumsmith, and Sinead M. O’Donovan
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adenosine kinase ,equilibrative nucleoside transporters ,ectonucleoside triphosphate diphosphohydrolases ,ecto-5′-nucleotidases ,neuromodulation ,pyramidal neurons ,Cytology ,QH573-671 - Abstract
Schizophrenia is a neuropsychiatric illness characterized by altered neurotransmission, in which adenosine, a modulator of glutamate and dopamine, plays a critical role that is relatively unexplored in the human brain. In the present study, postmortem human brain tissue from the anterior cingulate cortex (ACC) of individuals with schizophrenia (n = 20) and sex- and age-matched control subjects without psychiatric illness (n = 20) was obtained from the Bronx–Mount Sinai NIH Brain and Tissue Repository. Enriched populations of ACC pyramidal neurons were isolated using laser microdissection (LMD). The mRNA expression levels of six key adenosine pathway components—adenosine kinase (ADK), equilibrative nucleoside transporters 1 and 2 (ENT1 and ENT2), ectonucleoside triphosphate diphosphohydrolases 1 and 3 (ENTPD1 and ENTPD3), and ecto-5′-nucleotidase (NT5E)—were quantified using real-time PCR (qPCR) in neurons from these individuals. No significant mRNA expression differences were observed between the schizophrenia and control groups (p > 0.05). However, a significant sex difference was found in ADK mRNA expression, with higher levels in male compared with female subjects (Mann–Whitney U = 86; p < 0.05), a finding significantly driven by disease (t(17) = 3.289; p < 0.05). Correlation analyses also demonstrated significant associations (n = 12) between the expression of several adenosine pathway components (p < 0.05). In our dementia severity analysis, ENTPD1 mRNA expression was significantly higher in males in the “mild” clinical dementia rating (CDR) bin compared with males in the “none” CDR bin (F(2, 13) = 5.212; p < 0.05). Lastly, antipsychotic analysis revealed no significant impact on the expression of adenosine pathway components between medicated and non-medicated schizophrenia subjects (p > 0.05). The observed sex-specific variations and inter-component correlations highlight the value of investigating sex differences in disease and contribute to the molecular basis of schizophrenia’s pathology.
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- 2024
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7. Expression of WNT Signaling Genes in the Dorsolateral Prefrontal Cortex in Schizophrenia
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Smita Sahay, Abdul-rizaq Hamoud, Mahasin Osman, Priyanka Pulvender, and Robert E. McCullumsmith
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schizophrenia ,WNT signaling pathway ,dorsolateral prefrontal cortex ,gene expression ,in silico ,antipsychotics ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Gene expression alterations in postmortem schizophrenia tissue are well-documented and are influenced by genetic, medication, and epigenetic factors. The Wingless/Integrated (WNT) signaling pathway, critical for cell growth and development, is involved in various cellular processes including neurodevelopment and synaptic plasticity. Despite its importance, WNT signaling remains understudied in schizophrenia, a disorder characterized by metabolic and bioenergetic defects in cortical regions. In this study, we examined the gene expression of 10 key WNT signaling pathway transcripts: IQGAP1, CTNNβ1, GSK3β, FOXO1, LRP6, MGEA5, TCF4, βTRC, PPP1Cβ, and DVL2 in the dorsolateral prefrontal cortex (DLPFC) using postmortem tissue from schizophrenia subjects (n = 20, 10 males, 10 females) compared to age, pH, and postmortem interval (PMI)-matched controls (n = 20, 10 males, 10 females). Employing the R-shiny application Kaleidoscope, we conducted in silico “lookup” studies from published transcriptomic datasets to examine cell- and region-level expression of these WNT genes. In addition, we investigated the impact of antipsychotics on the mRNA expression of the WNT genes of interest in rodent brain transcriptomic datasets. Our findings revealed no significant changes in region-level WNT transcript expression; however, analyses of previously published cell-level datasets indicated alterations in WNT transcript expression and antipsychotic-specific modulation of certain genes. These results suggest that WNT signaling transcripts may be variably expressed at the cellular level and influenced by antipsychotic treatment, providing novel insights into the role of WNT signaling in the pathophysiology of schizophrenia.
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- 2024
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8. Identification of activity-induced Egr3-dependent genes reveals genes associated with DNA damage response and schizophrenia
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Ketan K. Marballi, Khaled Alganem, Samuel J. Brunwasser, Arhem Barkatullah, Kimberly T. Meyers, Janet M. Campbell, Annika B. Ozols, Robert E. Mccullumsmith, and Amelia L. Gallitano
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Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Abstract Bioinformatics and network studies have identified the immediate early gene transcription factor early growth response 3 (EGR3) as a master regulator of genes differentially expressed in the brains of patients with neuropsychiatric illnesses ranging from schizophrenia and bipolar disorder to Alzheimer’s disease. However, few studies have identified and validated Egr3-dependent genes in the mammalian brain. We have previously shown that Egr3 is required for stress-responsive behavior, memory, and hippocampal long-term depression in mice. To identify Egr3-dependent genes that may regulate these processes, we conducted an expression microarray on hippocampi from wildtype (WT) and Egr3−/− mice following electroconvulsive seizure (ECS), a stimulus that induces maximal expression of immediate early genes including Egr3. We identified 69 genes that were differentially expressed between WT and Egr3−/− mice one hour following ECS. Bioinformatic analyses showed that many of these are altered in, or associated with, schizophrenia, including Mef2c and Calb2. Enrichr pathway analysis revealed the GADD45 (growth arrest and DNA-damage-inducible) family (Gadd45b, Gadd45g) as a leading group of differentially expressed genes. Together with differentially expressed genes in the AP-1 transcription factor family genes (Fos, Fosb), and the centromere organization protein Cenpa, these results revealed that Egr3 is required for activity-dependent expression of genes involved in the DNA damage response. Our findings show that EGR3 is critical for the expression of genes that are mis-expressed in schizophrenia and reveal a novel requirement for EGR3 in the expression of genes involved in activity-induced DNA damage response.
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- 2022
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9. Retinoic Acid-Mediated Inhibition of Mouse Coronavirus Replication Is Dependent on IRF3 and CaMKK
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Justin H. Franco, Ryan A. Harris, William G. Ryan, Roger Travis Taylor, Robert E. McCullumsmith, Saurabh Chattopadhyay, and Zhixing K. Pan
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retinoic acid ,coronavirus ,MHV ,IRF3 ,CaMKK ,Microbiology ,QR1-502 - Abstract
The ongoing COVID-19 pandemic has revealed the shortfalls in our understanding of how to treat coronavirus infections. With almost 7 million case fatalities of COVID-19 globally, the catalog of FDA-approved antiviral therapeutics is limited compared to other medications, such as antibiotics. All-trans retinoic acid (RA), or activated vitamin A, has been studied as a potential therapeutic against coronavirus infection because of its antiviral properties. Due to its impact on different signaling pathways, RA’s mechanism of action during coronavirus infection has not been thoroughly described. To determine RA’s mechanism of action, we examined its effect against a mouse coronavirus, mouse hepatitis virus strain A59 (MHV). We demonstrated that RA significantly decreased viral titers in infected mouse L929 fibroblasts and RAW 264.7 macrophages. The reduced viral titers were associated with a corresponding decrease in MHV nucleocapsid protein expression. Using interferon regulatory factor 3 (IRF3) knockout RAW 264.7 cells, we demonstrated that RA-induced suppression of MHV required IRF3 activity. RNA-seq analysis of wildtype and IRF3 knockout RAW cells showed that RA upregulated calcium/calmodulin (CaM) signaling proteins, such as CaM kinase kinase 1 (CaMKK1). When treated with a CaMKK inhibitor, RA was unable to upregulate IRF activation during MHV infection. In conclusion, our results demonstrate that RA-induced protection against coronavirus infection depends on IRF3 and CaMKK.
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- 2024
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10. Adenosine Receptor mRNA Expression in Frontal Cortical Neurons in Schizophrenia
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Smita Sahay, Emily A. Devine, Robert E. McCullumsmith, and Sinead M. O’Donovan
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adenosine receptors ,transcript expression ,neuromodulation ,pyramidal neurons ,anterior cingulate cortex ,schizophrenia ,Cytology ,QH573-671 - Abstract
Schizophrenia is a devastating neuropsychiatric disorder associated with the dysregulation of glutamate and dopamine neurotransmitter systems. The adenosine system is an important neuroregulatory system in the brain that modulates glutamate and dopamine signaling via the ubiquitously expressed adenosine receptors; however, adenosine A1 and A2A receptor (A1R and A2AR) mRNA expression is poorly understood in specific cell subtypes in the frontal cortical brain regions implicated in this disorder. In this study, we assayed A1R and A2AR mRNA expression via qPCR in enriched populations of pyramidal neurons, which were isolated from postmortem anterior cingulate cortex (ACC) tissue from schizophrenia (n = 20) and control (n = 20) subjects using laser microdissection (LMD). A1R expression was significantly increased in female schizophrenia subjects compared to female control subjects (t(13) = −4.008, p = 0.001). A1R expression was also significantly decreased in female control subjects compared to male control subjects, suggesting sex differences in basal A1R expression (t(17) = 2.137, p = 0.047). A significant, positive association was found between dementia severity (clinical dementia rating (CDR) scores) and A2AR mRNA expression (Spearman’s r = 0.424, p = 0.009). A2AR mRNA expression was significantly increased in unmedicated schizophrenia subjects, suggesting that A2AR expression may be normalized by chronic antipsychotic treatment (F(1,14) = 9.259, p = 0.009). Together, these results provide novel insights into the neuronal expression of adenosine receptors in the ACC in schizophrenia and suggest that receptor expression changes may be sex-dependent and associated with cognitive decline in these subjects.
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- 2023
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11. Strategies to identify candidate repurposable drugs: COVID-19 treatment as a case example
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Ali S. Imami, Robert E. McCullumsmith, and Sinead M. O’Donovan
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Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Abstract Drug repurposing is an invaluable strategy to identify new uses for existing drug therapies that overcome many of the time and financial costs associated with novel drug development. The COVID-19 pandemic has driven an unprecedented surge in the development and use of bioinformatic tools to identify candidate repurposable drugs. Using COVID-19 as a case study, we discuss examples of machine-learning and signature-based approaches that have been adapted to rapidly identify candidate drugs. The Library of Integrated Network-based Signatures (LINCS) and Connectivity Map (CMap) are commonly used repositories and have the advantage of being amenable to use by scientists with limited bioinformatic training. Next, we discuss how these recent advances in bioinformatic drug repurposing approaches might be adapted to identify repurposable drugs for CNS disorders. As the development of novel therapies that successfully target the cause of neuropsychiatric and neurological disorders has stalled, there is a pressing need for innovative strategies to treat these complex brain disorders. Bioinformatic approaches to identify repurposable drugs provide an exciting avenue of research that offer promise for improved treatments for CNS disorders.
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- 2021
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12. Cellular, molecular, and therapeutic characterization of pilocarpine-induced temporal lobe epilepsy
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Nicholas D. Henkel, Marissa A. Smail, Xiaojun Wu, Heather A. Enright, Nicholas O. Fischer, Hunter M. Eby, Robert E. McCullumsmith, and Rammohan Shukla
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Medicine ,Science - Abstract
Abstract Animal models have expanded our understanding of temporal lobe epilepsy (TLE). However, translating these to cell-specific druggable hypotheses is not explored. Herein, we conducted an integrative insilico-analysis of an available transcriptomics dataset obtained from animals with pilocarpine-induced-TLE. A set of 119 genes with subtle-to-moderate impact predicted most forms of epilepsy with ~ 97% accuracy and characteristically mapped to upregulated homeostatic and downregulated synaptic pathways. The deconvolution of cellular proportions revealed opposing changes in diverse cell types. The proportion of nonneuronal cells increased whereas that of interneurons, except for those expressing vasoactive intestinal peptide (Vip), decreased, and pyramidal neurons of the cornu-ammonis (CA) subfields showed the highest variation in proportion. A probabilistic Bayesian-network demonstrated an aberrant and oscillating physiological interaction between nonneuronal cells involved in the blood–brain-barrier and Vip interneurons in driving seizures, and their role was evaluated insilico using transcriptomic changes induced by valproic-acid, which showed opposing effects in the two cell-types. Additionally, we revealed novel epileptic and antiepileptic mechanisms and predicted drugs using causal inference, outperforming the present drug repurposing approaches. These well-powered findings not only expand the understanding of TLE and seizure oscillation, but also provide predictive biomarkers of epilepsy, cellular and causal micro-circuitry changes associated with it, and a drug-discovery method focusing on these events.
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- 2021
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13. Deficits in pattern separation and dentate gyrus proliferation after rodent lateral fluid percussion injury
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Erika A. Correll, Benjamin J. Ramser, Maxon V. Knott, Robert E. McCullumsmith, Jennifer L. McGuire, and Laura B. Ngwenya
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Traumatic brain injury ,Adult neurogenesis ,Hippocampus ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
It has been demonstrated that adult born granule cells are generated after traumatic brain injury (TBI). There is evidence that these newly generated neurons are aberrant and are poised to contribute to poor cognitive function after TBI. Yet, there is also evidence that these newly generated neurons are important for cognitive recovery. Pattern separation is a cognitive task known to be dependent on the function of adult generated granule cells. Performance on this task and the relation to dentate gyrus dysfunction after TBI has not been previously studied. Here we subjected Sprague Dawley rats to lateral fluid percussion injury or sham and tested them on the dentate gyrus dependent task pattern separation. At 2 weeks after injury, we examined common markers of dentate gyrus function such as GSK3ß phosphorylation, Ki-67 immunohistochemistry, and generation of adult born granule cells. We found that injured animals have deficits in pattern separation. We additionally found a decrease in proliferative capacity at 2 weeks indicated by decreased phosphorylation of GSK3ß and Ki-67 immunopositivity as compared to sham animals. Lastly we found an increase in numbers of new neurons generated during the pattern separation task. These findings provide evidence that dentate gyrus dysfunction may be an important contributor to TBI pathology.
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- 2021
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14. Activation of acid‐sensing ion channels by carbon dioxide regulates amygdala synaptic protein degradation in memory reconsolidation
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Boren Lin, Khaled Alganem, Sinead M. O’Donovan, Zhen Jin, FarzanehSadat Naghavi, Olivia A. Miller, Tyler C. Ortyl, Ye Chun Ruan, Robert E. McCullumsmith, and Jianyang Du
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Carbon dioxide ,Acid‐sensing ion channels ,Reconsolidation ,Aversive conditioning ,Memory retrieval ,AMPA receptors ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Reconsolidation has been considered a process in which a consolidated memory is turned into a labile stage. Within the reconsolidation window, the labile memory can be either erased or strengthened. Manipulating acid-sensing ion channels (ASICs) in the amygdala via carbon dioxide (CO2) inhalation enhances memory retrieval and its lability within the reconsolidation window. Moreover, pairing CO2 inhalation with retrieval bears the reactivation of the memory trace and enhances the synaptic exchange of the calcium-impermeable AMPA receptors to calcium-permeable AMPA receptors. Our patch-clamp data suggest that the exchange of the AMPA receptors depends on the ubiquitin-proteasome system (UPS), via protein degradation. Ziram (50 µM), a ubiquitination inhibitor, reduces the turnover of the AMPA receptors. CO2 inhalation with retrieval boosts the ubiquitination without altering the proteasome activity. Several calcium-dependent kinases potentially involved in the CO2-inhalation regulated memory liability were identified using the Kinome assay. These results suggest that the UPS plays a key role in regulating the turnover of AMPA receptors during CO2 inhalation.
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- 2021
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15. Identification of candidate repurposable drugs to combat COVID-19 using a signature-based approach
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Sinead M. O’Donovan, Ali Imami, Hunter Eby, Nicholas D. Henkel, Justin Fortune Creeden, Sophie Asah, Xiaolu Zhang, Xiaojun Wu, Rawan Alnafisah, R. Travis Taylor, James Reigle, Alexander Thorman, Behrouz Shamsaei, Jarek Meller, and Robert E. McCullumsmith
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Medicine ,Science - Abstract
Abstract The COVID-19 pandemic caused by the novel SARS-CoV-2 is more contagious than other coronaviruses and has higher rates of mortality than influenza. Identification of effective therapeutics is a crucial tool to treat those infected with SARS-CoV-2 and limit the spread of this novel disease globally. We deployed a bioinformatics workflow to identify candidate drugs for the treatment of COVID-19. Using an “omics” repository, the Library of Integrated Network-Based Cellular Signatures (LINCS), we simultaneously probed transcriptomic signatures of putative COVID-19 drugs and publicly available SARS-CoV-2 infected cell lines to identify novel therapeutics. We identified a shortlist of 20 candidate drugs: 8 are already under trial for the treatment of COVID-19, the remaining 12 have antiviral properties and 6 have antiviral efficacy against coronaviruses specifically, in vitro. All candidate drugs are either FDA approved or are under investigation. Our candidate drug findings are discordant with (i.e., reverse) SARS-CoV-2 transcriptome signatures generated in vitro, and a subset are also identified in transcriptome signatures generated from COVID-19 patient samples, like the MEK inhibitor selumetinib. Overall, our findings provide additional support for drugs that are already being explored as therapeutic agents for the treatment of COVID-19 and identify promising novel targets that are worthy of further investigation.
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- 2021
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16. Using protein turnover to expand the applications of transcriptomics
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Marissa A. Smail, James K. Reigle, and Robert E. McCullumsmith
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Medicine ,Science - Abstract
Abstract RNA expression and protein abundance are often at odds when measured in parallel, raising questions about the functional implications of transcriptomics data. Here, we present the concept of persistence, which attempts to address this challenge by combining protein half-life data with RNA expression into a single metric that approximates protein abundance. The longer a protein’s half-life, the more influence it can have on its surroundings. This data offers a valuable opportunity to gain deeper insight into the functional meaning of transcriptome changes. We demonstrate the application of persistence using schizophrenia (SCZ) datasets, where it greatly improved our ability to predict protein abundance from RNA expression. Furthermore, this approach successfully identified persistent genes and pathways known to have impactful changes in SCZ. These results suggest that persistence is a valuable metric for improving the functional insight offered by transcriptomics data, and extended application of this concept could advance numerous research fields.
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- 2021
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17. Gene Enrichment Analysis of Astrocyte Subtypes in Psychiatric Disorders and Psychotropic Medication Datasets
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Xiaolu Zhang, Alyssa Wolfinger, Xiaojun Wu, Rawan Alnafisah, Ali Imami, Abdul-rizaq Hamoud, Anna Lundh, Vladimir Parpura, Robert E. McCullumsmith, Rammohan Shukla, and Sinead M. O’Donovan
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astrocyte subtype ,psychotropic medication ,schizophrenia ,major depression ,kinase ,Cytology ,QH573-671 - Abstract
Astrocytes have many important functions in the brain, but their roles in psychiatric disorders and their responses to psychotropic medications are still being elucidated. Here, we used gene enrichment analysis to assess the relationships between different astrocyte subtypes, psychiatric diseases, and psychotropic medications (antipsychotics, antidepressants and mood stabilizers). We also carried out qPCR analyses and “look-up” studies to assess the chronic effects of these drugs on astrocyte marker gene expression. Our bioinformatic analysis identified gene enrichment of different astrocyte subtypes in psychiatric disorders. The highest level of enrichment was found in schizophrenia, supporting a role for astrocytes in this disorder. We also found differential enrichment of astrocyte subtypes associated with specific biological processes, highlighting the complex responses of astrocytes under pathological conditions. Enrichment of protein phosphorylation in astrocytes and disease was confirmed by biochemical analysis. Analysis of LINCS chemical perturbagen gene signatures also found that kinase inhibitors were highly discordant with astrocyte-SCZ associated gene signatures. However, we found that common gene enrichment of different psychotropic medications and astrocyte subtypes was limited. These results were confirmed by “look-up” studies and qPCR analysis, which also reported little effect of psychotropic medications on common astrocyte marker gene expression, suggesting that astrocytes are not a primary target of these medications. Conversely, antipsychotic medication does affect astrocyte gene marker expression in postmortem schizophrenia brain tissue, supporting specific astrocyte responses in different pathological conditions. Overall, this study provides a unique view of astrocyte subtypes and the effect of medications on astrocytes in disease, which will contribute to our understanding of their role in psychiatric disorders and offers insights into targeting astrocytes therapeutically.
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- 2022
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18. Pioglitazone improves working memory performance when administered in chronic TBI
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Jennifer L. McGuire, Erika A. Correll, Alexandra C. Lowery, Katherine Rhame, Fatima N. Anwar, Robert E. McCullumsmith, and Laura B. Ngwenya
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Pioglitazone ,Chronic traumatic brain injury ,Hexokinase ,Glycolysis ,Lateral fluid percussion ,Rat ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Traumatic brain injury (TBI) is a leading cause of long-term disability in the United States. Even in comparatively mild injuries, cognitive and behavioral symptoms can persist for years, and there are currently no established strategies for mitigating symptoms in chronic injury. A key feature of TBI-induced damage in acute and chronic injury is disruption of metabolic pathways. As neurotransmission, and therefore cognition, are highly dependent on the supply of energy, we hypothesized that modulating metabolic activity could help restore behavioral performance even when treatment was initiated weeks after TBI. We treated rats with pioglitazone, a FDA-approved drug for diabetes, beginning 46 days after lateral fluid percussion injury and tested working memory performance in the radial arm maze (RAM) after 14 days of treatment. Pioglitazone treated TBI rats performed significantly better in the RAM test than untreated TBI rats, and similarly to control animals. While hexokinase activity in hippocampus was increased by pioglitazone treatment, there was no upregulation of either the neuronal glucose transporter or hexokinase enzyme expression. Expression of glial markers GFAP and Iba-1 were also not influenced by pioglitazone treatment. These studies suggest that targeting brain metabolism, in particular hippocampal metabolism, may be effective in alleviating cognitive symptoms in chronic TBI.
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- 2019
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19. A bioinformatic inquiry of the EAAT2 interactome in postmortem and neuropsychiatric datasets
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Sophie Asah, Sinead M. O’Donovan, Robert E. McCullumsmith, and Khaled Alganem
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Frontal cortex ,Computational biology ,Biology ,Gyrus Cinguli ,Interactome ,Article ,Biological pathway ,Transcriptome ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Animals ,Glutamate reuptake ,Amyotrophic lateral sclerosis ,Biological Psychiatry ,Anterior cingulate cortex ,Amyotrophic Lateral Sclerosis ,Computational Biology ,medicine.disease ,030227 psychiatry ,Dorsolateral prefrontal cortex ,Psychiatry and Mental health ,medicine.anatomical_structure ,Excitatory Amino Acid Transporter 2 ,Schizophrenia ,030217 neurology & neurosurgery - Abstract
Altered expression and localization of the glutamate transporter EAAT2 is found in schizophrenia and other neuropsychiatric (major depression, MDD) and neurological disorders (amyotrophic lateral sclerosis, ALS). However, the EAAT2 interactome, the network of proteins that physically or functionally interact with EAAT2 to support its activity, has yet to be characterized in severe mental illness. We compiled a list of "core" EAAT2 interacting proteins. Using Kaleidoscope, an R-shiny application, we data mined publically available postmortem transcriptome datasets to determine whether components of the EAAT2 interactome are differentially expressed in schizophrenia and, using Reactome, identify which interactome-associated biological pathways are altered. Overall, these "look up" studies highlight region-specific, primarily frontal cortex (dorsolateral prefrontal cortex and anterior cingulate cortex), changes in the EAAT2 interactome and implicate altered metabolism pathways in schizophrenia. Pathway analyses also suggest that perturbation of components of the EAAT2 interactome in animal models of antipsychotic administration impact metabolism. Similar changes in metabolism pathways are seen in ALS, in addition to altered expression of many components of the EAAT2 interactome. However, although EAAT2 expression is altered in a postmortem MDD dataset, few other components of the EAAT2 interactome are changed. Thus, "look up" studies suggest region- and disease-relevant biological pathways related to the EAAT2 interactome that implicate glutamate reuptake perturbations in schizophrenia, while providing a useful tool to exploit "omics" datasets.
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- 2022
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20. A role for endothelial NMDA receptors in the pathophysiology of schizophrenia
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Katheron Intson, Amy J. Ramsey, Robert E. McCullumsmith, and Salma Geissah
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Postmortem studies ,Glutamic Acid ,Receptors, N-Methyl-D-Aspartate ,03 medical and health sciences ,0302 clinical medicine ,mental disorders ,Humans ,Medicine ,Premovement neuronal activity ,Receptor ,Biological Psychiatry ,Aspartic Acid ,business.industry ,musculoskeletal, neural, and ocular physiology ,Glutamate receptor ,Brain ,Neurovascular bundle ,Pathophysiology ,030227 psychiatry ,Psychiatry and Mental health ,medicine.anatomical_structure ,nervous system ,Schizophrenia ,NMDA receptor ,Neuron ,business ,Neuroscience ,psychological phenomena and processes ,030217 neurology & neurosurgery - Abstract
Numerous genetic and postmortem studies link N-methyl-d-aspartate receptor (NMDAR) dysfunction with schizophrenia, forming the basis of the popular glutamate hypothesis. Neuronal NMDAR abnormalities are consistently reported from both basic and clinical experiments, however, non-neuronal cells also contain NMDARs, and are rarely, if ever, considered in the discussion of glutamate action in schizophrenia. We offer an examination of recent discoveries elucidating the actions and consequences of NMDAR activation in the neuroendothelium. While there has been mixed literature regarding blood flow alterations in the schizophrenia brain, in this review, we posit that some common findings may be explained by neuroendothelial NMDAR dysfunction. In particular, we emphasize that endothelial NMDARs are key mediators of neurovascular coupling, where increased neuronal activity leads to increased blood flow. Based on the broad conclusions that hypoperfusion is a neuroanatomical finding in schizophrenia, we discuss potential mechanisms by which endothelial NMDARs contribute to this disorder. We propose that endothelial NMDAR dysfunction can be a primary cause of neurovascular abnormalities in schizophrenia. Importantly, functional MRI studies using BOLD signal as a proxy for neuron activity should be considered in a new light if neurovascular coupling is impaired in schizophrenia. This review is the first to propose that NMDARs in non-excitable cells play a role in schizophrenia.
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- 2022
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21. Differential vulnerability of anterior cingulate cortex cell types to diseases and drugs
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Marissa A. Smail, Sapuni S. Chandrasena, Xiaolu Zhang, Vineet Reddy, Craig Kelley, James P. Herman, Mohamed Sherif, Robert E. McCullumsmith, and Rammohan Shukla
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Neurons ,Cellular and Molecular Neuroscience ,Psychiatry and Mental health ,Interneurons ,Pyramidal Cells ,Humans ,Gyrus Cinguli ,Molecular Biology ,Article - Abstract
In psychiatric disorders, mismatches between disease states and therapeutic strategies are highly pronounced, largely because of unanswered questions regarding specific vulnerabilities of different cell types and therapeutic responses. Which cellular events (housekeeping or salient) are most affected? Which cell types succumb first to challenges, and which exhibit the strongest response to drugs? Are these events coordinated between cell types? How does disease and drug effect this coordination? To address these questions, we analyzed single-nucleus-RNAseq (sn-RNAseq) data from the human anterior cingulate cortex-a region involved in many psychiatric disorders. Density index, a metric for quantifying similarities and dissimilarities across functional profiles, was employed to identify common or salient functional themes across cell types. Cell-specific signatures were integrated with existing disease and drug-specific signatures to determine cell-type-specific vulnerabilities, druggabilities, and responsiveness. Clustering of functional profiles revealed cell types jointly participating in these events. SST and VIP interneurons were found to be most vulnerable, whereas pyramidal neurons were least. Overall, the disease state is superficial layer-centric, influences cell-specific salient themes, strongly impacts disinhibitory neurons, and influences astrocyte interaction with a subset of deep-layer pyramidal neurons. In absence of disease, drugs profiles largely recapitulate disease profiles, offering a possible explanation for drug side effects. However, in presence of disease, drug activities, are deep layer-centric and involve activating a distinct subset of deep-layer pyramidal neurons to circumvent the disease state's disinhibitory circuit malfunction. These findings demonstrate a novel application of sn-RNAseq data to explain drug and disease action at a systems level.
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- 2022
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22. Assessing the effects of antipsychotic medications on schizophrenia functional analysis: a postmortem proteome study
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Rawan S. Alnafisah, James Reigle, Mahmoud Ali Eladawi, Sinead M. O’Donovan, Adam J. Funk, Jaroslaw Meller, Robert E. Mccullumsmith, and Rammohan Shukla
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Proteomics ,Pharmacology ,Psychiatry and Mental health ,Proteome ,Dopamine ,Schizophrenia ,Brain ,Humans ,Prefrontal Cortex ,Antipsychotic Agents - Abstract
Antipsychotic drugs (APDs) are effective in treating positive symptoms of schizophrenia (SCZ). However, they have a substantial impact on postmortem studies. As most cohorts lack samples from drug-naive patients, many studies, rather than understanding SCZ pathophysiology, are analyzing the drug effects. We hypothesized that comparing SCZ-altered and APD-influenced signatures derived from the same cohort can provide better insight into SCZ pathophysiology. For this, we performed LCMS-based proteomics on dorsolateral prefrontal cortex (DLPFC) samples from control and SCZ subjects and used statistical approaches to identify SCZ-altered and APD-influenced proteomes, validated experimentally using independent cohorts and published datasets. Functional analysis of both proteomes was contrasted at the biological-pathway, cell-type, subcellular-synaptic, and drug-target levels. In silico validation revealed that the SCZ-altered proteome was conserved across several studies from the DLPFC and other brain areas. At the pathway level, SCZ influenced changes in homeostasis, signal-transduction, cytoskeleton, and dendrites, whereas APD influenced changes in synaptic-signaling, neurotransmitter-regulation, and immune-system processes. At the cell-type level, the SCZ-altered and APD-influenced proteomes were associated with two distinct striatum-projecting layer-5 pyramidal neurons regulating dopaminergic-secretion. At the subcellular synaptic level, compensatory pre- and postsynaptic events were observed. At the drug-target level, dopaminergic processes influenced the SCZ-altered upregulated-proteome, whereas nondopaminergic and a diverse array of non-neuromodulatory mechanisms influenced the downregulated-proteome. Previous findings were not independent of the APD effect and thus require re-evaluation. We identified a hyperdopaminergic cortex and drugs targeting the cognitive SCZ-symptoms and discussed their influence on SCZ pathology in the context of the cortico-striatal pathway.
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- 2022
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23. Schizophrenia: a disorder of broken brain bioenergetics
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Nicholas D. Henkel, Xiajoun Wu, Sinead M. O’Donovan, Emily A. Devine, Jessica M. Jiron, Laura M. Rowland, Zoltan Sarnyai, Amy J. Ramsey, Zhexing Wen, Margaret K. Hahn, and Robert E. McCullumsmith
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Cellular and Molecular Neuroscience ,Psychiatry and Mental health ,Molecular Biology - Published
- 2022
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24. Altered purinergic receptor expression in the frontal cortex in schizophrenia
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Rawan Alnafisah, Anna Lundh, Sophie M. Asah, Julie Hoeflinger, Alyssa Wolfinger, Abdul-rizaq Hamoud, Robert E. McCullumsmith, and Sinead M. O’Donovan
- Abstract
ATP functions as a neurotransmitter, acting on the ubiquitously expressed family of purinergic P2 receptors. In schizophrenia (SCZ), the pathways that modulate extracellular ATP and its catabolism to adenosine are dysregulated. However, the effects of altered ATP availability on P2 receptor expression in the brain in SCZ have not been assessed. We assayed P2 receptor mRNA and protein expression in the DLPFC and ACC in subjects diagnosed with SCZ and matched, non-psychiatrically ill controls (n = 20–22/group). P2RX7, P2RX4 and male P2RX5 mRNA expression were significantly increased (p p
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- 2022
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25. Molecular characterization of depression trait and state
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Akiko Sumitomo, Habil Zare, David A. Lewis, Etienne Sibille, Robert E. McCullumsmith, Dwight F. Newton, Toshifumi Tomoda, and Rammohan Shukla
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business.industry ,Dopaminergic ,Inflammation ,medicine.disease ,Bioinformatics ,Transcriptome ,Cellular and Molecular Neuroscience ,Psychiatry and Mental health ,Somatostatin ,medicine.anatomical_structure ,Monoaminergic ,medicine ,Major depressive disorder ,medicine.symptom ,business ,Molecular Biology ,Depression (differential diagnoses) ,Anterior cingulate cortex - Abstract
Major depressive disorder (MDD) is a brain disorder often characterized by recurrent episode and remission phases. The molecular correlates of MDD have been investigated in case-control comparisons, but the biological alterations associated with illness trait (regardless of clinical phase) or current state (symptomatic and remitted phases) remain largely unknown, limiting targeted drug discovery. To characterize MDD trait- and state-dependent changes, in single or recurrent depressive episode or remission, we generated transcriptomic profiles of subgenual anterior cingulate cortex of postmortem subjects in first MDD episode (n = 20), in remission after a single episode (n = 15), in recurrent episode (n = 20), in remission after recurring episodes (n = 15) and control subject (n = 20). We analyzed the data at the gene, biological pathway, and cell-specific molecular levels, investigated putative causal events and therapeutic leads. MDD-trait was associated with genes involved in inflammation, immune activation, and reduced bioenergetics (q
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- 2021
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26. Deficits in pattern separation and dentate gyrus proliferation after rodent lateral fluid percussion injury
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Maxon V. Knott, Erika A. Correll, Benjamin J. Ramser, Laura B. Ngwenya, Robert E. McCullumsmith, and Jennifer L. McGuire
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Rodent ,biology ,business.industry ,Traumatic brain injury ,General Neuroscience ,Dentate gyrus ,Neurogenesis ,Hippocampus ,Neurosciences. Biological psychiatry. Neuropsychiatry ,medicine.disease ,Adult neurogenesis ,Fluid percussion ,nervous system ,biology.animal ,Immunohistochemistry ,Medicine ,Phosphorylation ,business ,Neuroscience ,Research Paper ,RC321-571 - Abstract
It has been demonstrated that adult born granule cells are generated after traumatic brain injury (TBI). There is evidence that these newly generated neurons are aberrant and are poised to contribute to poor cognitive function after TBI. Yet, there is also evidence that these newly generated neurons are important for cognitive recovery. Pattern separation is a cognitive task known to be dependent on the function of adult generated granule cells. Performance on this task and the relation to dentate gyrus dysfunction after TBI has not been previously studied. Here we subjected Sprague Dawley rats to lateral fluid percussion injury or sham and tested them on the dentate gyrus dependent task pattern separation. At 2 weeks after injury, we examined common markers of dentate gyrus function such as GSK3ß phosphorylation, Ki-67 immunohistochemistry, and generation of adult born granule cells. We found that injured animals have deficits in pattern separation. We additionally found a decrease in proliferative capacity at 2 weeks indicated by decreased phosphorylation of GSK3ß and Ki-67 immunopositivity as compared to sham animals. Lastly we found an increase in numbers of new neurons generated during the pattern separation task. These findings provide evidence that dentate gyrus dysfunction may be an important contributor to TBI pathology.
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- 2021
27. mTOR kinase activity disrupts a phosphorylation signaling network in schizophrenia brain
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James H. Meador-Woodruff, Khaled Alganem, Radhika Chadha, and Robert E. McCullumsmith
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0301 basic medicine ,Chemistry ,Kinase ,Effector ,Cell biology ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,Psychiatry and Mental health ,030104 developmental biology ,0302 clinical medicine ,Phosphorylation ,Kinome ,Kinase activity ,Protein kinase A ,Molecular Biology ,Protein kinase B ,030217 neurology & neurosurgery ,PI3K/AKT/mTOR pathway - Abstract
The AKT-mTOR signaling transduction pathway plays an important role in neurodevelopment and synaptic plasticity. mTOR is a serine/threonine kinase that modulates signals from multiple neurotransmitters and phosphorylates specific proteins to regulate protein synthesis and cytoskeletal organization. There is substantial evidence demonstrating abnormalities in AKT expression and activity in different schizophrenia (SZ) models. However, direct evidence for dysregulated mTOR kinase activity and its consequences on downstream effector proteins in SZ pathophysiology is lacking. Recently, we reported reduced phosphorylation of mTOR at an activating site and abnormal mTOR complex formation in the SZ dorsolateral prefrontal cortex (DLPFC). Here, we expand on our hypothesis of disrupted mTOR signaling in the SZ brain and studied the expression and activity of downstream effector proteins of mTOR complexes and the kinase activity profiles of SZ subjects. We found that S6RP phosphorylation, downstream of mTOR complex I, is reduced, whereas PKCα phosphorylation, downstream of mTOR complex II, is increased in SZ DLPFC. In rats chronically treated with haloperidol, we showed that S6RP phosphorylation is increased in the rat frontal cortex, suggesting a potential novel mechanism of action for antipsychotics. We also demonstrated key differences in kinase signaling networks between SZ and comparison subjects for both males and females using kinome peptide arrays. We further investigated the role of mTOR kinase activity by inhibiting it with rapamycin in postmortem tissue and compared the impact of mTOR inhibition in SZ and comparison subjects using kinome arrays. We found that SZ subjects are globally more sensitive to rapamycin treatment and AMP-activated protein kinase (AMPK) contributes to this differential kinase activity. Together, our findings provide new insights into the role of mTOR as a master regulator of kinase activity in SZ and suggest potential targets for therapeutic intervention.
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- 2021
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28. Identification of candidate repurposable drugs to combat COVID-19 using a signature-based approach
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Hunter M. Eby, Rawan Alnafisah, James Reigle, Alexander William Thorman, Behrouz Shamsaei, Nicholas D. Henkel, Xiaolu Zhang, Xiaojun Wu, Sophie Asah, Justin F. Creeden, Jarek Meller, Ali S Imami, R. Travis Taylor, Sinead M. O’Donovan, and Robert E. McCullumsmith
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0301 basic medicine ,Drug ,Coronavirus disease 2019 (COVID-19) ,Databases, Factual ,media_common.quotation_subject ,Science ,Computational biology ,Disease ,Virtual drug screening ,Antiviral Agents ,Article ,Transcriptome ,03 medical and health sciences ,0302 clinical medicine ,Pharmacotherapy ,Medicine ,Humans ,Pandemics ,media_common ,Multidisciplinary ,business.industry ,Drug discovery ,SARS-CoV-2 ,MEK inhibitor ,Drug Repositioning ,COVID-19 ,Computational Biology ,COVID-19 Drug Treatment ,030104 developmental biology ,Pharmaceutical Preparations ,030220 oncology & carcinogenesis ,Selumetinib ,Identification (biology) ,business - Abstract
The COVID-19 pandemic caused by the novel SARS-CoV-2 is more contagious than other coronaviruses and has higher rates of mortality than influenza. Identification of effective therapeutics is a crucial tool to treat those infected with SARS-CoV-2 and limit the spread of this novel disease globally. We deployed a bioinformatics workflow to identify candidate drugs for the treatment of COVID-19. Using an “omics” repository, the Library of Integrated Network-Based Cellular Signatures (LINCS), we simultaneously probed transcriptomic signatures of putative COVID-19 drugs and publicly available SARS-CoV-2 infected cell lines to identify novel therapeutics. We identified a shortlist of 20 candidate drugs: 8 are already under trial for the treatment of COVID-19, the remaining 12 have antiviral properties and 6 have antiviral efficacy against coronaviruses specifically, in vitro. All candidate drugs are either FDA approved or are under investigation. Our candidate drug findings are discordant with (i.e., reverse) SARS-CoV-2 transcriptome signatures generated in vitro, and a subset are also identified in transcriptome signatures generated from COVID-19 patient samples, like the MEK inhibitor selumetinib. Overall, our findings provide additional support for drugs that are already being explored as therapeutic agents for the treatment of COVID-19 and identify promising novel targets that are worthy of further investigation.
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- 2021
29. Postmortem, in silico, and clinical studies focused on perturbations of glutamate neurobiology in schizophrenia
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Robert E. McCullumsmith and Laura M. Rowland
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Psychiatry and Mental health ,Neurobiology ,Schizophrenia ,Humans ,Glutamic Acid ,Brain ,Autopsy ,Biological Psychiatry - Published
- 2022
30. Molecular Neurobiology of Loss
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Marissa A. Smail, Brittany L. Smith, Rammohan Shukla, Khaled Alganem, Hunter M. Eby, Justin L. Bollinger, Ria K. Parikh, James B. Chambers, James K. Reigle, Rachel D. Moloney, Nawshaba Nawreen, Eric S. Wohleb, Harry Pantazopoulos, Robert E. McCullumsmith, and James P. Herman
- Abstract
Psychological loss is a common experience that erodes well-being and negatively impacts quality of life. The molecular underpinnings of loss are poorly understood. Here, we investigate the mechanisms of loss using an enrichment removal (ER) paradigm in rats. A comprehensive multi-omics investigation of the basolateral amygdala (BLA) revealed alterations in microglia and extracellular matrix (ECM). Follow-up studies indicated that ER decreased microglia size, complexity, and phagocytosis, suggesting reduced immune surveillance. Loss also substantially increased ECM coverage, specifically targeting perineuronal nets surrounding parvalbumin interneurons, suggesting decreased plasticity and increased inhibition in the BLA following loss. Behavioral analyses suggest that these molecular effects are linked to impaired BLA salience evaluation, reflecting emotional blunting observed in human loss. These loss-like behaviors could be rescued by depleting BLA ECM during removal, helping us understand the mechanisms underlying loss and revealing novel molecular targets to ameliorate its impact.
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- 2022
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31. Alterations in protein kinase networks in astrocytes and neurons derived from patients with familial Alzheimer’s Disease
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Nicholas D. Henkel, Alex Joyce, Elizabeth Shedroff, Ali Sajid Imami, Khaled Alganem, Abdul-rizaq Hamoud, Chongchong Xu, Benjamin Siciliano, Tao Ma, Zhexing Wen, and Robert E. McCullumsmith
- Abstract
Neurons and astrocytes derived from Alzheimer’s Disease (AD) patient induced pluripotent stem cells are an evolving technology used to study the pathogenesis and etiology of AD. As the utility of mouse models of AD are increasingly coming into questions, using iPSC technology may offer an opportunity to study this disease with human substrates. Herein, we using a hypothesis generating platform, the PamGene12 Kinome Array, to identify core protein kinases in neurons and astrocytes derived from familial AD patient iPSCs. We identified five core protein kinases in these cells and examined the pathways in which they are enriched. Importantly, we complement our findings using an in-silico approach with postmortem AD brain datasets. While these protein kinases have been conceptualized in the context of traditional AD pathology, they have not been explored in the context of aberrant signaling in the pathophysiology of the disease.
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- 2022
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32. Antipsychotics impair regulation of glucose metabolism by central glucose
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Laura N. Castellani, Sandra Pereira, Chantel Kowalchuk, Roshanak Asgariroozbehani, Raghunath Singh, Sally Wu, Laurie Hamel, Khaled Alganem, William G. Ryan, Xiaolu Zhang, Emily Au, Araba Chintoh, Gary Remington, Sri Mahavir Agarwal, Adria Giacca, Robert E. Mccullumsmith, and Margaret K. Hahn
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Cellular and Molecular Neuroscience ,Psychiatry and Mental health ,Molecular Biology - Abstract
Hypothalamic detection of elevated circulating glucose triggers suppression of endogenous glucose production (EGP) to maintain glucose homeostasis. Antipsychotics alleviate symptoms associated with schizophrenia but also increase the risk for impaired glucose metabolism. In the current study, we examined whether two acutely administered antipsychotics from different drug classes, haloperidol (first generation antipsychotic) and olanzapine (second generation antipsychotic), affect the ability of intracerebroventricular (ICV) glucose infusion approximating postprandial levels to suppress EGP. The experimental protocol consisted of a pancreatic euglycemic clamp, followed by kinomic and RNA-seq analyses of hypothalamic samples to determine changes in serine/threonine kinase activity and gene expression, respectively. Both antipsychotics inhibited ICV glucose-mediated increases in glucose infusion rate during the clamp, a measure of whole-body glucose metabolism. Similarly, olanzapine and haloperidol blocked central glucose-induced suppression of EGP. ICV glucose stimulated the vascular endothelial growth factor (VEGF) pathway, phosphatidylinositol 3-kinase (PI3K) pathway, and kinases capable of activating K
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- 2022
33. Role of Astrocytes in Major Neuropsychiatric Disorders
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Rawan Alnafisah, Zhexing Wen, Sinead M. O’Donovan, Robert E. McCullumsmith, Abdul-Rizaq Hamoud, Rammohan Shukla, and Xiaolu Zhang
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0301 basic medicine ,medicine.medical_specialty ,Postmortem studies ,Neurology ,business.industry ,Central nervous system ,General Medicine ,medicine.disease ,Biochemistry ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,030104 developmental biology ,0302 clinical medicine ,medicine.anatomical_structure ,Schizophrenia ,mental disorders ,medicine ,Major depressive disorder ,Neurochemistry ,Bipolar disorder ,business ,Neuroscience ,030217 neurology & neurosurgery ,Astrocyte - Abstract
Astrocytes are the primary homeostatic cells of the central nervous system, essential for normal neuronal development and function, metabolism and response to injury and inflammation. Here, we review postmortem studies examining changes in astrocytes in subjects diagnosed with the neuropsychiatric disorders schizophrenia (SCZ), major depressive disorder (MDD), and bipolar disorder (BPD). We discuss the astrocyte-related changes described in the brain in these disorders and the potential effects of psychotropic medication on these findings. Finally, we describe emerging tools that can be used to study the role of astrocytes in neuropsychiatric illness.
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- 2021
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34. Combining Neurobehavioral Analysis and In Vivo Photoaffinity Labeling to Understand Protein Targets of Methamphetamine in Casper Zebrafish
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Adam J. Funk, Isaac T. Schiefer, F. S. Hall, Ethel Tackie-Yarboi, James Reigle, Robert E. McCullumsmith, Austin Horton, Tue Q T Chau, Alexander Wisner, and Frederick E. Williams
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Proteomics ,Streptavidin ,Photoaffinity labeling ,biology ,Physiology ,Chemistry ,Cognitive Neuroscience ,Proteins ,Photoaffinity Labels ,Cell Biology ,General Medicine ,Plasma protein binding ,biology.organism_classification ,Biochemistry ,Article ,In vitro ,Methamphetamine ,chemistry.chemical_compound ,Biotin ,In vivo ,Animals ,Zebrafish ,Function (biology) - Abstract
Photoaffinity labeling (PAL) remains one of the most widely utilized methods of determining protein targets of drugs. Although useful, the scope of this technique has been limited to in vitro applications because of the inability of UV light to penetrate whole organisms. Herein, pigment-free Casper zebrafish were employed to allow in vivo PAL. A methamphetamine-related phenethylamine PAL probe, designated here as 2, demonstrated dose-dependent effects on behavior similar to methamphetamine and permitted concentration-dependent labeling of protein binding partners. Click chemistry was used to analyze binding partners via fluoroimaging. Conjugation to a biotin permitted streptavidin pull-down and proteomic analysis to define direct binding partners of the methamphetamine probe. Bioinformatic analysis revealed the probe was chiefly bound to proteins involved in phagocytosis and mitochondrial function. Future applications of this experimental paradigm combining examination of drug-protein binding interactions alongside neurobehavioral readouts via in vivo PAL will significantly enhance our understanding of drug targets, mechanism(s) of action, and toxicity/lethality.
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- 2020
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35. Bilirubin remodels murine white adipose tissue by reshaping mitochondrial activity and the coregulator profile of peroxisome proliferator–activated receptor α
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Michael P. Morran, Scott A. Miruzzi, Charles F. Hawk, Andrea L. Nestor-Kalinoski, Paul W. Erhardt, Samuel O. Adeosun, Terry D. Hinds, Kari L. Neifer, David E. Stec, Jeffrey G. Sarver, Abdul-Rizaq Hamoud, Robert E. McCullumsmith, and Darren M. Gordon
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0301 basic medicine ,medicine.medical_specialty ,Adipose Tissue, White ,Peroxisome proliferator-activated receptor ,White adipose tissue ,Mitochondrion ,Biochemistry ,Mice ,03 medical and health sciences ,Insulin resistance ,Internal medicine ,medicine ,Animals ,PPAR alpha ,Receptor ,Molecular Biology ,Transcription factor ,Uncoupling Protein 1 ,chemistry.chemical_classification ,030102 biochemistry & molecular biology ,Bilirubin ,Cell Biology ,medicine.disease ,Thermogenin ,Mitochondria ,Metabolism ,030104 developmental biology ,Endocrinology ,Gene Expression Regulation ,chemistry ,Nuclear receptor ,Receptors, Adrenergic, beta-3 - Abstract
Activation of lipid-burning pathways in the fat-storing white adipose tissue (WAT) is a promising strategy to improve metabolic health and reduce obesity, insulin resistance, and type II diabetes. For unknown reasons, bilirubin levels are negatively associated with obesity and diabetes. Here, using mice and an array of approaches, including MRI to assess body composition, biochemical assays to measure bilirubin and fatty acids, MitoTracker-based mitochondrial analysis, immunofluorescence, and high-throughput coregulator analysis, we show that bilirubin functions as a molecular switch for the nuclear receptor transcription factor peroxisome proliferator–activated receptor α (PPARα). Bilirubin exerted its effects by recruiting and dissociating specific coregulators in WAT, driving the expression of PPARα target genes such as uncoupling protein 1 (Ucp1) and adrenoreceptor β 3 (Adrb3). We also found that bilirubin is a selective ligand for PPARα and does not affect the activities of the related proteins PPARγ and PPARδ. We further found that diet-induced obese mice with mild hyperbilirubinemia have reduced WAT size and an increased number of mitochondria, associated with a restructuring of PPARα-binding coregulators. We conclude that bilirubin strongly affects organismal body weight by reshaping the PPARα coregulator profile, remodeling WAT to improve metabolic function, and reducing fat accumulation.
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- 2020
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36. Signature-based approaches for informed drug repurposing: targeting CNS disorders
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Rammohan Shukla, Rawan Alnafisah, Scott A. Miruzzi, Justin F. Creeden, Abdul-Rizaq Hamoud, Khaled Alganem, Jaroslaw Meller, Robert E. McCullumsmith, James Reigle, Nicholas D. Henkel, Hunter M. Eby, and Ali S Imami
- Subjects
Disease ,Routine practice ,03 medical and health sciences ,0302 clinical medicine ,Drug Development ,Drug Discovery ,Neuropsychopharmacology Reviews ,Humans ,Medicine ,Computer Simulation ,Repurposing ,Pharmacology ,Clinical psychiatry ,Drug discovery ,business.industry ,Drug Repositioning ,Computational Biology ,Omics ,Data science ,030227 psychiatry ,Psychiatry and Mental health ,Drug repositioning ,ComputingMethodologies_PATTERNRECOGNITION ,Drug development ,business ,030217 neurology & neurosurgery - Abstract
CNS disorders, and in particular psychiatric illnesses, lack definitive disease-altering therapeutics. The limited understanding of the mechanisms driving these illnesses with the slow pace and high cost of drug development exacerbates this issue. For these reasons, drug repurposing - both a less expensive and time-efficient practice compared to de novo drug development - has been a promising strategy to overcome the paucity of treatments available for these debilitating disorders. While empirical drug-repurposing has been a routine practice in clinical psychiatry, innovative, informed, and cost-effective repurposing efforts using big data ("omics") have been designed to characterize drugs by structural and transcriptomic signatures. These strategies, in conjunction with ontological integration, provide an important opportunity to address knowledge-based challenges associated with drug development for CNS disorders. In this review, we discuss various signature-based in silico approaches to drug repurposing, its integration with multiple omics platforms, and how this data can be used for clinically relevant, evidence-based drug repurposing. These tools provide an exciting translational avenue to merge omics-based drug discovery platforms with patient-specific disease signatures, ultimately facilitating the identification of new therapies for numerous psychiatric disorders.
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- 2020
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37. Corticostriatal dysfunction and social interaction deficits in mice lacking the cystine/glutamate antiporter
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Pauline Janssen, Laurence Ris, Ann Massie, Charles K. Meshul, Olaya Lara, Lutgarde Arckens, Emmanuel Hermans, Robert E. McCullumsmith, Lise Verbruggen, Madeline J Churchill, Hideyo Sato, Noemi Declerck, Adam J. Funk, Cynthia Moore, Sinead M. O’Donovan, Eduard Bentea, Laura De Pauw, Agnès Villers, Erica A K DePasquale, UCL - SSS/IONS/CEMO - Pôle Cellulaire et moléculaire, Pharmaceutical and Pharmacological Sciences, Faculty of Medicine and Pharmacy, Supporting clinical sciences, and Neuro-Aging & Viro-Immunotherapy
- Subjects
Proteomics ,0301 basic medicine ,Biochemistry & Molecular Biology ,Dendritic spine ,Autism Spectrum Disorder ,XCT ,TIME-DEPENDENT CHANGES ,Social Interaction ,Glutamic Acid ,PREFRONTAL CORTEX ,Striatum ,BEHAVIORS ,Neurotransmission ,Medium spiny neuron ,Antiporters ,Article ,Mice ,GLUTAMATE ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,0302 clinical medicine ,Postsynaptic potential ,Animals ,OXIDATIVE STRESS ,AUTISM ,SYSTEM X(C)(-) ,Molecular Biology ,Psychiatry ,Science & Technology ,IDENTIFICATION ,Chemistry ,Neurosciences ,Glutamate receptor ,MOUSE MODEL ,Cell biology ,Psychiatry and Mental health ,Electrophysiology ,030104 developmental biology ,Excitatory postsynaptic potential ,Cystine ,Neurosciences & Neurology ,Life Sciences & Biomedicine ,030217 neurology & neurosurgery - Abstract
The astrocytic cystine/glutamate antiporter system xc− represents an important source of extracellular glutamate in the central nervous system, with potential impact on excitatory neurotransmission. Yet, its function and importance in brain physiology remain incompletely understood. Employing slice electrophysiology and mice with a genetic deletion of the specific subunit of system xc−, xCT (xCT−/− mice), we uncovered decreased neurotransmission at corticostriatal synapses. This effect was partly mitigated by replenishing extracellular glutamate levels, indicating a defect linked with decreased extracellular glutamate availability. We observed no changes in the morphology of striatal medium spiny neurons, the density of dendritic spines, or the density or ultrastructure of corticostriatal synapses, indicating that the observed functional defects are not due to morphological or structural abnormalities. By combining electron microscopy with glutamate immunogold labeling, we identified decreased intracellular glutamate density in presynaptic terminals, presynaptic mitochondria, and in dendritic spines of xCT−/− mice. A proteomic and kinomic screen of the striatum of xCT−/− mice revealed decreased expression of presynaptic proteins and abnormal kinase network signaling, that may contribute to the observed changes in postsynaptic responses. Finally, these corticostriatal deregulations resulted in a behavioral phenotype suggestive of autism spectrum disorder in the xCT−/− mice; in tests sensitive to corticostriatal functioning we recorded increased repetitive digging behavior and decreased sociability. To conclude, our findings show that system xc− plays a previously unrecognized role in regulating corticostriatal neurotransmission and influences social preference and repetitive behavior.
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- 2020
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38. KRSA: An R package and R Shiny web application for an end-to-end upstream kinase analysis of kinome array data
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Erica A. K. DePasquale, Khaled Alganem, Eduard Bentea, Nawshaba Nawreen, Jennifer L. McGuire, Tushar Tomar, Faris Naji, Riet Hilhorst, Jaroslaw Meller, and Robert E. McCullumsmith
- Subjects
Male ,Proteomics ,Computer and Information Sciences ,Science ,Protein Array Analysis ,Prefrontal Cortex ,Datasets as Topic ,Gene Expression ,Protein Serine-Threonine Kinases ,Biochemistry ,Dorsolateral Prefrontal Cortex ,Cell Signaling ,Medicine and Health Sciences ,Humans ,Post-Translational Modification ,Phosphorylation ,Data Management ,Principal Component Analysis ,Multidisciplinary ,Protein Kinase Signaling Cascade ,Data Visualization ,Biology and Life Sciences ,Proteins ,Brain ,Cell Biology ,Protein-Tyrosine Kinases ,Phosphoproteins ,Signaling Cascades ,Enzymes ,Signal Filtering ,Benchmarking ,Multigene Family ,Signal Processing ,Enzymology ,Engineering and Technology ,Medicine ,Female ,Autopsy ,Anatomy ,Protein Kinases ,Signal Peptides ,Network Analysis ,Algorithms ,Software ,Research Article ,Signal Transduction - Abstract
Phosphorylation by serine-threonine and tyrosine kinases is critical for determining protein function. Array-based platforms for measuring reporter peptide signal levels allow for differential phosphorylation analysis between conditions for distinct active kinases. Peptide array technologies like the PamStation12 from PamGene allow for generating high-throughput, multi-dimensional, and complex functional proteomics data. As the adoption rate of such technologies increases, there is an imperative need for software tools that streamline the process of analyzing such data. We present Kinome Random Sampling Analyzer (KRSA), an R package and R Shiny web-application for analyzing kinome array data to help users better understand the patterns of functional proteomics in complex biological systems. KRSA is an All-In-One tool that reads, formats, fits models, analyzes, and visualizes PamStation12 kinome data. While the underlying algorithm has been experimentally validated in previous publications, we demonstrate KRSA workflow on dorsolateral prefrontal cortex (DLPFC) in male (n = 3) and female (n = 3) subjects to identify differential phosphorylation signatures and upstream kinase activity. Kinase activity differences between males and females were compared to a previously published kinome dataset (11 female and 7 male subjects) which showed similar global phosphorylation signals patterns. ispartof: PLOS ONE vol:16 issue:12 ispartof: location:United States status: published
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- 2021
39. Astrocytes in Neuropsychiatric Disorders: A Review of Postmortem Evidence
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Xiaolu, Zhang, Rawan S, Alnafisah, Abdul-Rizaq A, Hamoud, Rammohan, Shukla, Robert E, McCullumsmith, and Sinead M, O'Donovan
- Subjects
Depressive Disorder, Major ,Bipolar Disorder ,Astrocytes ,Brain ,Humans ,Microglia - Abstract
Glial cell types in the central nervous system (CNS) include microglia, oligodendrocytes and the most diverse type, astrocytes. Clinical and experimental evidence suggest critical roles for astrocytes in the pathogenesis of CNS disease. Here, we summarize the extensive morphological heterogeneity and physiological properties of different astrocyte subtypes. We review postmortem studies, discussing astrocyte-related changes found in the brain in subjects diagnosed with the neuropsychiatric disorders schizophrenia, major depressive disorder and bipolar disorder. Finally, we discuss the potential effects of psychotropic medication on these findings. In summary, postmortem studies highlight that the morphology of astrocytes and the expression of functionally important astrocyte markers are altered in the brain in neuropsychiatric disorders and may play a role in the pathophysiology of these serious mental illnesses.
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- 2021
40. Strategies to identify candidate repurposable drugs: COVID-19 treatment as a case example
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Robert E. McCullumsmith, Sinead M. O’Donovan, and Ali S Imami
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Financial costs ,Drug ,Pharmacology ,2019-20 coronavirus outbreak ,Coronavirus disease 2019 (COVID-19) ,Computer science ,SARS-CoV-2 ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,media_common.quotation_subject ,Neurosciences. Biological psychiatry. Neuropsychiatry ,Computational biology ,Review Article ,Molecular neuroscience ,COVID-19 Drug Treatment ,Cellular and Molecular Neuroscience ,Psychiatry and Mental health ,Drug repositioning ,ComputingMethodologies_PATTERNRECOGNITION ,Drug development ,Pharmaceutical Preparations ,Humans ,Pandemics ,Biological Psychiatry ,RC321-571 ,media_common - Abstract
Drug repurposing is an invaluable strategy to identify new uses for existing drug therapies that overcome many of the time and financial costs associated with novel drug development. The COVID-19 pandemic has driven an unprecedented surge in the development and use of bioinformatic tools to identify candidate repurposable drugs. Using COVID-19 as a case study, we discuss examples of machine-learning and signature-based approaches that have been adapted to rapidly identify candidate drugs. The Library of Integrated Network-based Signatures (LINCS) and Connectivity Map (CMap) are commonly used repositories and have the advantage of being amenable to use by scientists with limited bioinformatic training. Next, we discuss how these recent advances in bioinformatic drug repurposing approaches might be adapted to identify repurposable drugs for CNS disorders. As the development of novel therapies that successfully target the cause of neuropsychiatric and neurological disorders has stalled, there is a pressing need for innovative strategies to treat these complex brain disorders. Bioinformatic approaches to identify repurposable drugs provide an exciting avenue of research that offer promise for improved treatments for CNS disorders.
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- 2021
41. Pharmacological impacts on schizophrenia functional analysis: a postmortem proteome study
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Adam J. Funk, Rammohan Shukla, Jaroslaw Meller, Robert E. McCullumsmith, Rawan Alnafisah, Sinead M. O’Donovan, and James Reigle
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Dorsolateral prefrontal cortex ,medicine.anatomical_structure ,Schizophrenia ,Proteome ,Dopaminergic ,medicine ,Context (language use) ,Striatum ,Grey matter ,Biology ,Proteomics ,medicine.disease ,Neuroscience - Abstract
Schizophrenia (SCZ) is a severe and debilitating mental illness. Antipsychotic drugs (APDs) are used to treat both positive and negative SCZ symptoms, by influencing the cellular, subcellular-synaptic, and molecular processes. We posit that these effects influence our understanding of SCZ. To address this, we analyzed postmortem dorsolateral prefrontal cortex grey matter samples from control and SCZ subjects (n=10/group) using liquid-chromatography mass-spectrometry-based proteomics. We retrieved SCZ-altered and APD-influenced proteome-sets using linear and mixed linear models, respectively, and validated them experimentally using independent cohorts and insilico using published datasets. Functional analysis of proteome-sets was contrasted at the biological pathway, cell-type, subcellular-synaptic, and drug-target levels. The SCZ-altered proteome was conserved across several studies from DLPFC and other brain areas and was dependent on drug effect. At the pathway level, we observed an aberrant extracellular event and, except for homeostasis, signal-transduction, cytoskeleton, and dendrites associated downregulated changes, the APDs compensated for the majority of the SCZ-altered pathways. At the cell-type level, the up-and down-regulated SCZ-altered events were associated with two different subsets of striatum projecting layer-5 pyramidal-neurons regulating dopaminergic secretion. At the subcellular synaptic level, compensatory pre- and post-synaptic events were observed. At the drug target level, dopaminergic processes influence the SCZ-altered up-regulated proteome, whereas non-dopaminergic and a diverse array of non-neuromodulatory mechanisms influence the SCZ-altered down-regulated proteome. While these findings are dependent on pharmacological effects, they are also consistent with previous SCZ studies, implying the need to re-evaluate previous results. We discuss our findings in the context of cortico-striatal influence in SCZ-pathology.
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- 2021
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42. Proteoglycan Clusters as a Site of Coordinated, Multi-Dendritic Plasticity
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Luigi Balasco, Sabina Berretta, Anne Boyer-Boiteau, Yuri Bozzi, Peter Durning, Torsten Klengel, Cristina Berciu, Gabriele Chelini, Robert E. McCullumsmith, Kerry J. Ressler, and Sinead M. O’Donovan
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Extracellular matrix ,Proteoglycan ,biology ,Chemistry ,Synaptic plasticity ,biology.protein ,Sensory system ,Stimulus (physiology) ,Matrix (biology) ,Plasticity ,Neuroscience ,Function (biology) - Abstract
Experience-dependent learning depends on synaptic plasticity. While plasticity in individual synapses has been extensively investigated, the mechanisms underlying coordinated changes across sets of synapses on multiple dendrites, likely needed to encode effective adaptations to a salient stimulus, are not well understood. The extracellular matrix is uniquely well suited to fulfill this function, as rapid glia-driven remodeling of its local composition powerfully impact synaptic plasticity. We show that extracellular matrix microenvironments, named CS6 clusters, dynamically form around several dendrites in response to sensory stimuli in coincidence to stimulus-driven synaptic plasticity. CS6 clusters, formed by glia-dependent secretion of extracellular matrix components surrounding sets of adjacent dendrites, may represent a novel structure supporting coordinated synaptic plasticity.One Sentence SummaryExtracellular matrix clusters form microenvironments for coordinated multi-dendrite synaptic plasticity.
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- 2021
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43. Assessing the relationships between neurological and psychiatric diseases with astrocyte subtypes and psychotropic medications
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Sinead M. O’Donovan, Rammohan Shukla, Mackenzie E Abel, Alyssa Wolfinger, Anna Lundh, Xiaojun Wu, Robert E. McCullumsmith, and Xiaolu Zhang
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medicine.medical_specialty ,medicine.anatomical_structure ,business.industry ,Gene Enrichment ,Medicine ,Disease ,business ,Psychiatry ,Marker gene ,Depression (differential diagnoses) ,Astrocyte - Abstract
Astrocytes have many important functions in the brain, but their roles in CNS disorders and their responses to psychotropic medications are still being elucidated. In this study, we used gene enrichment analysis to assess the relationships between different astrocyte subtypes, neurological and psychiatric diseases, and psychotropic medications. We also carried out qPCR analyses and “look-up” studies to further assess the chronic effects of these drugs on astrocyte marker gene expression. Our bioinformatic analysis identified differential gene enrichment of different astrocyte subtypes in CNS disorders. The “common” astrocyte subtype was the most frequently enriched across disorders, but the highest level of enrichment was found in depression, supporting a role for astrocytes in this disorder. We also identified common enrichment of metabolic and signal transduction-related biological processes in astrocyte subtypes and CNS disorders. However, enrichment of different psychotropic medications, including antipsychotics, antidepressants, and mood stabilizers, was limited in astrocyte subtypes. These results were confirmed by “look-up” studies and qPCR analysis, which also reported little effect of common psychotropic medications on astrocyte marker gene expression, suggesting that astrocytes are not a primary target of these medications. Overall, this study provides a unique view of astrocyte subtypes and the effect of medications on astrocytes in disease, which will contribute to our understanding of their role in CNS disorders and offers insights into targeting astrocytes therapeutically.
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- 2021
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44. Microcystin-LR (MC-LR) Triggers Inflammatory Responses in Macrophages
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Benjamin W French, Steven T. Haller, Robin C. Su, Robert E. McCullumsmith, Prabhatchandra Dube, John B. Presloid, Fatimah K Khalaf, Khaled Alganem, Joshua D. Breidenbach, Deepak Malhotra, David J Kennedy, and R. Mark Wooten
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Male ,microcystin ,Microcystins ,Proteome ,QH301-705.5 ,Colon ,colitis ,Naphthalenes ,Inflammatory bowel disease ,Catalysis ,Article ,Inorganic Chemistry ,medicine ,Macrophage ,Animals ,Biology (General) ,Physical and Theoretical Chemistry ,Kinase activity ,Colitis ,QD1-999 ,Molecular Biology ,Spectroscopy ,Inflammation ,Mice, Knockout ,biology ,CD68 ,business.industry ,Organic Chemistry ,Dextran Sulfate ,General Medicine ,medicine.disease ,Computer Science Applications ,Rats ,macrophages ,Mice, Inbred C57BL ,Chemistry ,Disease Models, Animal ,Integrin alpha M ,Gene Expression Regulation ,Cancer research ,biology.protein ,Pyrazoles ,Tumor necrosis factor alpha ,Marine Toxins ,business ,CD163 ,Protein Kinases ,Biomarkers - Abstract
We were the first to previously report that microcystin-LR (MC-LR) has limited effects within the colons of healthy mice but has toxic effects within colons of mice with pre-existing inflammatory bowel disease. In the current investigation, we aimed to elucidate the mechanism by which MC-LR exacerbates colitis and to identify effective therapeutic targets. Through our current investigation, we report that there is a significantly greater recruitment of macrophages into colonic tissue with pre-existing colitis in the presence of MC-LR than in the absence of MC-LR. This is seen quantitatively through IHC staining and the enumeration of F4/80-positive macrophages and through gene expression analysis for Cd68, Cd11b, and Cd163. Exposure of isolated macrophages to MC-LR was found to directly upregulate macrophage activation markers Tnf and Il1b. Through a high-throughput, unbiased kinase activity profiling strategy, MC-LR-induced phosphorylation events were compared with potential inhibitors, and doramapimod was found to effectively prevent MC-LR-induced inflammatory responses in macrophages.
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- 2021
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45. Schizophrenia: a disorder of broken brain bioenergetics
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Nicholas D, Henkel, Xiajoun, Wu, Sinead M, O'Donovan, Emily A, Devine, Jessica M, Jiron, Laura M, Rowland, Zoltan, Sarnyai, Amy J, Ramsey, Zhexing, Wen, Margaret K, Hahn, and Robert E, McCullumsmith
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Psychotic Disorders ,Schizophrenia ,Brain ,Humans ,Energy Metabolism ,Antipsychotic Agents - Abstract
A substantial and diverse body of literature suggests that the pathophysiology of schizophrenia is related to deficits of bioenergetic function. While antipsychotics are an effective therapy for the management of positive psychotic symptoms, they are not efficacious for the complete schizophrenia symptom profile, such as the negative and cognitive symptoms. In this review, we discuss the relationship between dysfunction of various metabolic pathways across different brain regions in relation to schizophrenia. We contend that several bioenergetic subprocesses are affected across the brain and such deficits are a core feature of the illness. We provide an overview of central perturbations of insulin signaling, glycolysis, pentose-phosphate pathway, tricarboxylic acid cycle, and oxidative phosphorylation in schizophrenia. Importantly, we discuss pharmacologic and nonpharmacologic interventions that target these pathways and how such interventions may be exploited to improve the symptoms of schizophrenia.
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- 2021
46. Protein expression of prenyltransferase subunits in postmortem schizophrenia dorsolateral prefrontal cortex
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Robert E. McCullumsmith, James H. Meador-Woodruff, Anita Pinner, Toni M. Mueller, and Khaled Alganem
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Upstream and downstream (transduction) ,Prefrontal Cortex ,Molecular neuroscience ,Article ,Long-term memory ,lcsh:RC321-571 ,Cellular and Molecular Neuroscience ,03 medical and health sciences ,0302 clinical medicine ,Palmitoylation ,Prenylation ,medicine ,Animals ,Humans ,Prefrontal cortex ,lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry ,Biological Psychiatry ,030304 developmental biology ,0303 health sciences ,Chemistry ,Intracellular Signaling Peptides and Proteins ,Dimethylallyltranstransferase ,Protein subcellular localization prediction ,Cell biology ,Rats ,Dorsolateral prefrontal cortex ,Psychiatry and Mental health ,medicine.anatomical_structure ,Synaptic plasticity ,Schizophrenia ,Protein prenylation ,Lipid modification ,030217 neurology & neurosurgery ,Antipsychotic Agents - Abstract
The pathophysiology of schizophrenia includes altered neurotransmission, dysregulated intracellular signaling pathway activity, and abnormal dendritic morphology that contribute to deficits of synaptic plasticity in the disorder. These processes all require dynamic protein–protein interactions at cell membranes. Lipid modifications target proteins to membranes by increasing substrate hydrophobicity by the addition of a fatty acid or isoprenyl moiety, and recent evidence suggests that dysregulated posttranslational lipid modifications may play a role in multiple neuropsychiatric disorders, including schizophrenia. Consistent with these emerging findings, we have recently reported decreased protein S-palmitoylation in schizophrenia. Protein prenylation is a lipid modification that occurs upstream of S-palmitoylation on many protein substrates, facilitating membrane localization and activity of key intracellular signaling proteins. Accordingly, we hypothesized that, in addition to palmitoylation, protein prenylation may be abnormal in schizophrenia. To test this, we assayed protein expression of the five prenyltransferase subunits (FNTA, FNTB, PGGT1B, RABGGTA, and RABGGTB) in postmortem dorsolateral prefrontal cortex from patients with schizophrenia and paired comparison subjects (n = 13 pairs). We found decreased levels of FNTA (14%), PGGT1B (13%), and RABGGTB (8%) in schizophrenia. To determine whether upstream or downstream factors may be driving these changes, we also assayed protein expression of the isoprenoid synthases FDPS and GGPS1 and prenylation-dependent processing enzymes RCE and ICMT. We found these upstream and downstream enzymes to have normal protein expression. To rule out effects from chronic antipsychotic treatment, we assayed FNTA, PGGT1B, and RABGGTB in the cortex from rats treated long-term with haloperidol decanoate and found no change in the expression of these proteins. Given the role prenylation plays in localization of key signaling proteins found at the synapse, these data offer a potential mechanism underlying abnormal protein–protein interactions and protein localization in schizophrenia.
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- 2020
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47. Synergistic effects of common schizophrenia risk variants
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Esther Cheng, Erin Flaherty, Gabriel E. Hoffman, Marliette R. Matos, Amanda Dobbyn, Vineeta Singh, Deeptha Girish, Eli A. Stahl, Hirofumi Morishita, Laura M. Huckins, Seok-Man Ho, Emily Hoelzli, Sonya Abadali, Robert E. McCullumsmith, Pamela Sklar, Kazuhiko Yamamuro, Aaron Topol, Hemali Phatnani, Khaled Alganem, P J Michael Deans, Nadine Schrode, Bruce J. Aronow, James Gardner Gregory, Natalie Barretto, and Kristen J. Brennand
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Male ,Induced Pluripotent Stem Cells ,Quantitative Trait Loci ,Genome-wide association study ,Computational biology ,Quantitative trait locus ,Polymorphism, Single Nucleotide ,Article ,03 medical and health sciences ,0302 clinical medicine ,Genome editing ,Chloride Channels ,Gene expression ,Genetics ,Humans ,Genetic Predisposition to Disease ,Furin ,Gene ,030304 developmental biology ,Regulation of gene expression ,Gene Editing ,0303 health sciences ,Binding Sites ,biology ,Gene Expression Regulation ,Monomeric Clathrin Assembly Proteins ,Expression quantitative trait loci ,biology.protein ,Schizophrenia ,Female ,CRISPR-Cas Systems ,SNARE Proteins ,030217 neurology & neurosurgery ,Genome-Wide Association Study - Abstract
The mechanisms by which common risk variants of small effect interact to contribute to complex genetic disorders remain unclear. Here, we apply a genetic approach, using isogenic human induced pluripotent stem cells (hiPSCs), to evaluate the effects of schizophrenia-associated common variants predicted to function as brain expression quantitative trait loci (SZ-eQTLs). By integrating CRISPR-mediated gene editing, activation and repression technologies to study one putative SZ-eQTL (FURIN rs4702) and four top-ranked SZ-eQTL genes (FURIN, SNAP91, TSNARE1, CLCN3), our platform resolves pre- and post-synaptic neuronal deficits, recapitulates genotype-dependent gene expression differences, and identifies convergence downstream of SZ-eQTL gene perturbations. Our observations highlight the cell-type-specific effects of common variants and demonstrate a synergistic effect between SZ-eQTL genes that converges on synaptic function. We propose that the links between rare and common variants implicated in psychiatric disease risk constitute a potentially generalizable phenomenon occurring more widely in complex genetic disorders.
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- 2019
48. Adenosine Kinase Expression in the Frontal Cortex in Schizophrenia
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Detlev Boison, Robert E. McCullumsmith, Ryan C Devore Homan, Cassidy Lynn Moody, Adam J. Funk, Sinead M. O’Donovan, and Emily Devine
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Adult ,Male ,medicine.medical_specialty ,Adenosine ,Gene Expression ,Prefrontal Cortex ,Tissue Banks ,Adenosine kinase ,Gyrus Cinguli ,behavioral disciplines and activities ,Rats, Sprague-Dawley ,03 medical and health sciences ,0302 clinical medicine ,Dopamine ,Internal medicine ,mental disorders ,medicine ,Animals ,Humans ,Adenosine Kinase ,Anterior cingulate cortex ,Aged ,030304 developmental biology ,Aged, 80 and over ,0303 health sciences ,biology ,Glutamate receptor ,Hep G2 Cells ,Middle Aged ,medicine.disease ,Rats ,ADK ,Dorsolateral prefrontal cortex ,Psychiatry and Mental health ,Endocrinology ,medicine.anatomical_structure ,Schizophrenia ,biology.protein ,Female ,030217 neurology & neurosurgery ,Antipsychotic Agents ,Regular Articles ,medicine.drug - Abstract
The adenosine hypothesis of schizophrenia posits that reduced availability of the neuromodulator adenosine contributes to dysregulation of dopamine and glutamate transmission and the symptoms associated with schizophrenia. It has been proposed that increased expression of the enzyme adenosine kinase (ADK) may drive hypofunction of the adenosine system. While animal models of ADK overexpression support such a role for altered ADK, the expression of ADK in schizophrenia has yet to be examined. In this study, we assayed ADK gene and protein expression in frontocortical tissue from schizophrenia subjects. In the dorsolateral prefrontal cortex (DLPFC), ADK-long and -short splice variant expression was not significantly altered in schizophrenia compared to controls. There was also no significant difference in ADK splice variant expression in the frontal cortex of rats treated chronically with haloperidol-decanoate, in a study to identify the effect of antipsychotics on ADK gene expression. ADK protein expression was not significantly altered in the DLPFC or anterior cingulate cortex (ACC). There was no significant effect of antipsychotic medication on ADK protein expression in the DLPFC or ACC. Overall, our results suggest that increased ADK expression does not contribute to hypofunction of the adenosine system in schizophrenia and that alternative mechanisms are involved in dysregulation of this system in schizophrenia.
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- 2019
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49. Adenosine, Schizophrenia and Cancer: Does the Purinergic System Offer a Pathway to Treatment?
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Abdul-Rizaq Hamoud, Karen Bach, Ojal Kakrecha, Nicholas Henkel, Xiaojun Wu, Robert E. McCullumsmith, and Sinead M. O’Donovan
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Adenosine ,Incidence ,Organic Chemistry ,General Medicine ,Catalysis ,Computer Science Applications ,Inorganic Chemistry ,Neoplasms ,Schizophrenia ,Tumor Microenvironment ,Humans ,Physical and Theoretical Chemistry ,Molecular Biology ,Spectroscopy - Abstract
For over a century, a complex relationship between schizophrenia diagnosis and development of many cancers has been observed. Findings from epidemiological studies are mixed, with reports of increased, reduced, or no difference in cancer incidence in schizophrenia patients. However, as risk factors for cancer, including elevated smoking rates and substance abuse, are commonly associated with this patient population, it is surprising that cancer incidence is not higher. Various factors may account for the proposed reduction in cancer incidence rates including pathophysiological changes associated with disease. Perturbations of the adenosine system are hypothesized to contribute to the neurobiology of schizophrenia. Conversely, hyperfunction of the adenosine system is found in the tumor microenvironment in cancer and targeting the adenosine system therapeutically is a promising area of research in this disease. We outline the current biochemical and pharmacological evidence for hypofunction of the adenosine system in schizophrenia, and the role of increased adenosine metabolism in the tumor microenvironment. In the context of the relatively limited literature on this patient population, we discuss whether hypofunction of this system in schizophrenia, may counteract the immunosuppressive role of adenosine in the tumor microenvironment. We also highlight the importance of studies examining the adenosine system in this subset of patients for the potential insight they may offer into these complex disorders.
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- 2022
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50. Transcriptional profile of pyramidal neurons in chronic schizophrenia reveals lamina-specific dysfunction of neuronal immunity
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Xiaojun Wu, James Reigle, Erica A K DePasquale, James H. Meador-Woodruff, Vahram Haroutunian, Rammohan Shukla, Emily Devine, Margaret Hahn, Micah Simmons, Christy Au-Yeung, Khaled Alganem, Jarek Meller, Chang-Gyu Hahn, Xiaolu Zhang, Hunter M. Eby, Roshanak Asgariroozbehani, and Robert E. McCullumsmith
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Neurons ,Microarray ,Protein catabolic process ,Pyramidal Cells ,Biology ,medicine.disease ,Cellular and Molecular Neuroscience ,Psychiatry and Mental health ,Glutamatergic ,medicine.anatomical_structure ,Schizophrenia ,Postsynaptic potential ,Gene expression ,medicine ,Humans ,RNA, Messenger ,Molecular Biology ,Neuroscience ,Gene ,Anterior cingulate cortex ,Antipsychotic Agents - Abstract
While the pathophysiology of schizophrenia has been extensively investigated using homogenized postmortem brain samples, few studies have examined changes in brain samples with techniques that may attribute perturbations to specific cell types. To fill this gap, we performed microarray assays on mRNA isolated from anterior cingulate cortex (ACC) superficial and deep pyramidal neurons from 12 schizophrenia and 12 control subjects using laser-capture microdissection. Among all the annotated genes, we identified 134 significantly increased and 130 decreased genes in superficial pyramidal neurons, while 93 significantly increased and 101 decreased genes were found in deep pyramidal neurons, in schizophrenia compared to control subjects. In these differentially expressed genes, we detected lamina-specific changes of 55 and 31 genes in superficial and deep neurons in schizophrenia, respectively. Gene set enrichment analysis (GSEA) was applied to the entire pre-ranked differential expression gene lists to gain a complete pathway analysis throughout all annotated genes. Our analysis revealed overrepresented groups of gene sets in schizophrenia, particularly in immunity and synapse-related pathways, suggesting the disruption of these pathways plays an important role in schizophrenia. We also detected other pathways previously demonstrated in schizophrenia pathophysiology, including cytokine and chemotaxis, postsynaptic signaling, and glutamatergic synapses. In addition, we observed several novel pathways, including ubiquitin-independent protein catabolic process. Considering the effects of antipsychotic treatment on gene expression, we applied a novel bioinformatics approach to compare our differential expression gene profiles with 51 antipsychotic treatment datasets, demonstrating that our results were not influenced by antipsychotic treatment. Taken together, we found pyramidal neuron-specific changes in neuronal immunity, synaptic dysfunction, and olfactory dysregulation in schizophrenia, providing new insights for the cell-subtype specific pathophysiology of chronic schizophrenia.
- Published
- 2021
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