1
|
Helal NE, Ali LS, Elsaed WM, Berika M, Elhassan YH, El-Bayoumi KS, Badawy AA, El-Agawy MSED, Dawood AF, Eldesoqui M. Neuroprotective effects of selenium against lithium-induced cerebellar toxicity in rats: The role of apoptosis, gliosis, and aging markers. Tissue Cell 2025; 94:102779. [PMID: 39955833 DOI: 10.1016/j.tice.2025.102779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2024] [Revised: 01/28/2025] [Accepted: 02/01/2025] [Indexed: 02/18/2025]
Abstract
BACKGROUND Prolonged lithium therapy in psychiatric disorders may be complicated by multi-organ dysfunction, particularly in the nervous system. Toxicity to the cerebellum is one of these, which, while uncommon, inevitably emerges negatively and permanently. Selenium is a trace element regarded as one of the critical antioxidants. Numerous investigations have validated selenium's neuroprotective properties against various neurotoxic medications. The degree of affliction of the nerve cells is assessed using GFAP, a marker of astrocytosis; Caspase-3, a marker of apoptosis; and klotho, a marker of anti-aging. AIM OF THE STUDY This study is designed to investigate the cerebellar structural and functional changes in lithium-treated rats and the postulated neuroprotective role of selenium. METHODOLOGY A total of 24 adult male albino rats were divided into 4 groups: control, selenium (1 mg/kg in water solution by gavage daily), lithium (by intraperitoneal injection of 25 mg/kg lithium carbonate dissolved in 0.9 % NaCL twice daily for 4 weeks), and lithium-selenium group. Motor coordination was evaluated using the rotarod test. Cerebellar malonaldehyde (MDA) and reduced glutathione (GSH) were measured, and histopathological examination and immunohistochemical expression of Klotho, GFAP, and Caspase 3 were evaluated. RESULTS The lithium-treated group exhibited reduced latency on the rotarod test, elevated oxidative stress indicators, and an altered cerebellar structure in HE and cresyl violet-stained sections. Moreover, there was a diminished Klotho expression and increased levels of both caspase-3 and GFAP expression. Selenium administration reduced latency time, diminished oxidative stress markers, mitigated lithium-induced cerebellar alterations, increased Klotho expression, and lowered the expression of caspase-3 and GFAP. CONCLUSION Lithium exposure causes alterations in the cerebellar cortical structure in albino rats. Selenium protected the cerebellar cortex from such changes by enhancing Klotho expression, diminishing oxidative stress, and reducing apoptosis.
Collapse
Affiliation(s)
- Nora Elshehawy Helal
- Department of Human Anatomy and Embryology, Faculty of Medicine, Mansoura University, Mansoura 35516, Egypt; Department of Anatomy, Faculty of Medicine, Mansoura National University, Gamasa, Egypt.
| | - Lashin Saad Ali
- Department of Basic Medical Science-Faculty of Dentistry, Al-Ahliyya Amman University, Amman, Jordan; Physiology Department-Mansoura Faculty of Medicine-Mansoura University, Mansoura, Egypt
| | - Wael M Elsaed
- Department of Human Anatomy and Embryology, Faculty of Medicine, Mansoura University, Mansoura 35516, Egypt; Basic Sciences Department, Riyadh Elm University, Riyadh, Saudi Arabia.
| | - Mohamed Berika
- Department of Human Anatomy and Embryology, Faculty of Medicine, Mansoura University, Mansoura 35516, Egypt; Department of Rehabilitation Science, College of Applied Medical Sciences, King Saud University, Saudi Arabia.
| | - Yasir Hassan Elhassan
- Department of Basic Medical Science, College of Medicine, Taibah University, Madinah, Saudi Arabia
| | - Khaled S El-Bayoumi
- Department of Human Anatomy and Embryology, Faculty of Medicine, Mansoura University, Mansoura 35516, Egypt; Department of Basic Medical Sciences, Ibn Sina University for Medical Sciences, Amman 16197, Jordan
| | - Abdelnaser A Badawy
- Department of Biochemistry, Faculty of Medicine, Northern Border University, Arar, Saudi Arabia.
| | - Mosaab Salah El-Din El-Agawy
- Department of Human Anatomy and Embryology, Faculty of Medicine, Mansoura University, Mansoura 35516, Egypt; Ibn Sina National College for Medical Studies, Jeddah, Saudi Arabia.
| | - Amal Fahmy Dawood
- Department of Basic Medical Sciences, College of Medicine, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia.
| | - Mamdouh Eldesoqui
- Department of Basic Medical Sciences, College of Medicine, AlMaarefa University, P.O.Box 71666, Riyadh 11597, Saudi Arabia; Department of Anatomy and Embryology, Faculty of Medicine, Mansoura University, Mansoura 35516, Egypt.
| |
Collapse
|
2
|
Panizzutti B, Bortolasci CC, Spolding B, Kidnapillai S, Connor T, Truong TT, Liu ZS, Hernández D, Gray L, Kim JH, Dean OM, Berk M, Walder K. Effect of antipsychotics on the focal adhesion pathway. World J Biol Psychiatry 2025; 26:146-152. [PMID: 39846496 DOI: 10.1080/15622975.2025.2453181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Revised: 01/05/2025] [Accepted: 01/09/2025] [Indexed: 01/24/2025]
Abstract
Focal adhesions and their dynamic nature are essential for various physiological processes, including the formation of neurites, synaptic function and plasticity. Alterations in these processes have been associated with schizophrenia and bipolar disorder. OBJECTIVES This study aimed to explore the impact of pharmacological treatments used for bipolar disorder and schizophrenia on the expression of genes involved in the focal adhesion pathway, addressing a gap in understanding the interaction between medication effects and disease pathophysiology. METHODS NT2-N (neuron-like) cells were exposed to treatment with amisulpride, aripiprazole, chlorpromazine, clozapine, haloperidol, olanzapine, quetiapine, risperidone, or vehicle for 24 h. Genome-wide mRNA expression was analysed using gene set enrichment analysis. RESULTS The analysis revealed that seven out of the eight drugs widely prescribed for bipolar disorder and schizophrenia downregulate the expression of genes associated with the focal adhesions pathway. Focal adhesion was the pathway with the most negative normalised enrichment score across all treatments. CONCLUSIONS Our results support the hypothesis that focal adhesion pathways may play a role in the pathophysiology of bipolar disorder and schizophrenia. Moreover, the data underscore the importance of differentiating medication effects from disease mechanisms in psychiatric research, a challenge compounded by the medicated state of most study participants.
Collapse
Affiliation(s)
- Bruna Panizzutti
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, Deakin University, Geelong, Australia
| | - Chiara C Bortolasci
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, Deakin University, Geelong, Australia
| | - Briana Spolding
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, Deakin University, Geelong, Australia
| | - Srisaiyini Kidnapillai
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, Deakin University, Geelong, Australia
| | - Timothy Connor
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, Deakin University, Geelong, Australia
| | - Trang Tt Truong
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, Deakin University, Geelong, Australia
| | - Zoe Sj Liu
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, Deakin University, Geelong, Australia
| | - Damián Hernández
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, Deakin University, Geelong, Australia
| | - Laura Gray
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, Deakin University, Geelong, Australia
- Florey Institute for Neuroscience and Mental Health, University of Melbourne, Parkville, Australia
| | - Jee Hyun Kim
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, Deakin University, Geelong, Australia
- Florey Institute for Neuroscience and Mental Health, University of Melbourne, Parkville, Australia
| | - Olivia M Dean
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, Deakin University, Geelong, Australia
- Florey Institute for Neuroscience and Mental Health, University of Melbourne, Parkville, Australia
| | - Michael Berk
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, Deakin University, Geelong, Australia
- Florey Institute for Neuroscience and Mental Health, University of Melbourne, Parkville, Australia
- Department of Psychiatry, Royal Melbourne Hospital, University of Melbourne, Parkville, Australia
- Centre of Youth Mental Health, University of Melbourne, Parkville, Australia
- Orygen Youth Health Research Centre, Parkville, Australia
| | - Ken Walder
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, Deakin University, Geelong, Australia
| |
Collapse
|
3
|
Panizzutti B, Bortolasci CC, Spolding B, Kidnapillai S, Connor T, Martin SD, Truong TTT, Liu ZSJ, Gray L, Kowalski GM, McGee SL, Kim JH, Berk M, Walder K. Effects of antipsychotic drugs on energy metabolism. Eur Arch Psychiatry Clin Neurosci 2024; 274:1125-1135. [PMID: 38072867 DOI: 10.1007/s00406-023-01727-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 11/12/2023] [Indexed: 07/06/2024]
Abstract
Schizophrenia (SCZ) is a complex neuropsychiatric disorder associated with altered bioenergetic pathways and mitochondrial dysfunction. Antipsychotic medications, both first and second-generation, are commonly prescribed to manage SCZ symptoms, but their direct impact on mitochondrial function remains poorly understood. In this study, we investigated the effects of commonly prescribed antipsychotics on bioenergetic pathways in cultured neurons. We examined the impact of risperidone, aripiprazole, amisulpride, and clozapine on gene expression, mitochondrial bioenergetic profile, and targeted metabolomics after 24-h treatment, using RNA-seq, Seahorse XF24 Flux Analyser, and gas chromatography-mass spectrometry (GC-MS), respectively. Risperidone treatment reduced the expression of genes involved in oxidative phosphorylation, the tricarboxylic acid cycle, and glycolysis pathways, and it showed a tendency to decrease basal mitochondrial respiration. Aripiprazole led to dose-dependent reductions in various mitochondrial function parameters without significantly affecting gene expression. Aripiprazole, amisulpride and clozapine treatment showed an effect on the tricarboxylic acid cycle metabolism, leading to more abundant metabolite levels. Antipsychotic drug effects on mitochondrial function in SCZ are multifaceted. While some drugs have greater effects on gene expression, others appear to exert their effects through enzymatic post-translational or allosteric modification of enzymatic activity. Understanding these effects is crucial for optimising treatment strategies for SCZ. Novel therapeutic interventions targeting energy metabolism by post-transcriptional pathways might be more effective as these can more directly and efficiently regulate energy production.
Collapse
Affiliation(s)
- Bruna Panizzutti
- Deakin University, School of Medicine, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, Geelong, Australia
| | - Chiara C Bortolasci
- Deakin University, School of Medicine, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, Geelong, Australia
| | - Briana Spolding
- Deakin University, School of Medicine, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, Geelong, Australia
| | - Srisaiyini Kidnapillai
- Deakin University, School of Medicine, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, Geelong, Australia
| | - Timothy Connor
- Deakin University, School of Medicine, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, Geelong, Australia
| | - Sheree D Martin
- Deakin University, School of Medicine, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, Geelong, Australia
| | - Trang T T Truong
- Deakin University, School of Medicine, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, Geelong, Australia
| | - Zoe S J Liu
- Deakin University, School of Medicine, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, Geelong, Australia
| | - Laura Gray
- Deakin University, School of Medicine, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, Geelong, Australia
| | - Greg M Kowalski
- Metabolic Research Unit, School of Medicine, Institute for Physical Activity and Nutrition, Waurn Ponds, Geelong, VIC, Australia
| | - Sean L McGee
- Deakin University, School of Medicine, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, Geelong, Australia
| | - Jee Hyun Kim
- Deakin University, School of Medicine, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, Geelong, Australia
- Florey Institute of Neuroscience and Mental Health, Parkville, VIC, Australia
| | - Michael Berk
- Deakin University, School of Medicine, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, Geelong, Australia
- Barwon Health, University Hospital Geelong, Geelong, VIC, Australia
- Department of Psychiatry, The University of Melbourne, Parkville, VIC, Australia
- Orygen, The National Centre for Excellence in Youth Mental Health, Parkville, VIC, Australia
- Florey Institute of Neuroscience and Mental Health, Parkville, VIC, Australia
| | - Ken Walder
- Deakin University, School of Medicine, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, Geelong, Australia.
| |
Collapse
|
4
|
Truong TTT, Liu ZSJ, Panizzutti B, Kim JH, Dean OM, Berk M, Walder K. Network-based drug repurposing for schizophrenia. Neuropsychopharmacology 2024; 49:983-992. [PMID: 38321095 PMCID: PMC11039639 DOI: 10.1038/s41386-024-01805-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 01/10/2024] [Accepted: 01/12/2024] [Indexed: 02/08/2024]
Abstract
Despite recent progress, the challenges in drug discovery for schizophrenia persist. However, computational drug repurposing has gained popularity as it leverages the wealth of expanding biomedical databases. Network analyses provide a comprehensive understanding of transcription factor (TF) regulatory effects through gene regulatory networks, which capture the interactions between TFs and target genes by integrating various lines of evidence. Using the PANDA algorithm, we examined the topological variances in TF-gene regulatory networks between individuals with schizophrenia and healthy controls. This algorithm incorporates binding motifs, protein interactions, and gene co-expression data. To identify these differences, we subtracted the edge weights of the healthy control network from those of the schizophrenia network. The resulting differential network was then analysed using the CLUEreg tool in the GRAND database. This tool employs differential network signatures to identify drugs that potentially target the gene signature associated with the disease. Our analysis utilised a large RNA-seq dataset comprising 532 post-mortem brain samples from the CommonMind project. We constructed co-expression gene regulatory networks for both schizophrenia cases and healthy control subjects, incorporating 15,831 genes and 413 overlapping TFs. Through drug repurposing, we identified 18 promising candidates for repurposing as potential treatments for schizophrenia. The analysis of TF-gene regulatory networks revealed that the TFs in schizophrenia predominantly regulate pathways associated with energy metabolism, immune response, cell adhesion, and thyroid hormone signalling. These pathways represent significant targets for therapeutic intervention. The identified drug repurposing candidates likely act through TF-targeted pathways. These promising candidates, particularly those with preclinical evidence such as rimonabant and kaempferol, warrant further investigation into their potential mechanisms of action and efficacy in alleviating the symptoms of schizophrenia.
Collapse
Affiliation(s)
- Trang T T Truong
- Deakin University, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Geelong, Australia
| | - Zoe S J Liu
- Deakin University, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Geelong, Australia
| | - Bruna Panizzutti
- Deakin University, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Geelong, Australia
| | - Jee Hyun Kim
- Deakin University, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Geelong, Australia
- Florey Institute of Neuroscience and Mental Health, Parkville, Australia
| | - Olivia M Dean
- Deakin University, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Geelong, Australia
- Florey Institute of Neuroscience and Mental Health, Parkville, Australia
| | - Michael Berk
- Deakin University, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Geelong, Australia
- Orygen, The National Centre of Excellence in Youth Mental Health, Centre for Youth Mental Health, The Florey Institute for Neuroscience and Mental Health and the Department of Psychiatry, University of Melbourne, Parkville, 3010, Australia
| | - Ken Walder
- Deakin University, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Geelong, Australia.
| |
Collapse
|
5
|
Truong TTT, Bortolasci CC, Spolding B, Panizzutti B, Liu ZSJ, Kidnapillai S, Richardson M, Gray L, Smith CM, Dean OM, Kim JH, Berk M, Walder K. Co-Expression Networks Unveiled Long Non-Coding RNAs as Molecular Targets of Drugs Used to Treat Bipolar Disorder. Front Pharmacol 2022; 13:873271. [PMID: 35462908 PMCID: PMC9024411 DOI: 10.3389/fphar.2022.873271] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 03/24/2022] [Indexed: 12/13/2022] Open
Abstract
Long non-coding RNAs (lncRNAs) may play a role in psychiatric diseases including bipolar disorder (BD). We investigated mRNA-lncRNA co-expression patterns in neuronal-like cells treated with widely prescribed BD medications. The aim was to unveil insights into the complex mechanisms of BD medications and highlight potential targets for new drug development. Human neuronal-like (NT2-N) cells were treated with either lamotrigine, lithium, quetiapine, valproate or vehicle for 24 h. Genome-wide mRNA expression was quantified for weighted gene co-expression network analysis (WGCNA) to correlate the expression levels of mRNAs with lncRNAs. Functional enrichment analysis and hub lncRNA identification was conducted on key co-expressed modules associated with the drug response. We constructed lncRNA-mRNA co-expression networks and identified key modules underlying these treatments, as well as their enriched biological functions. Processes enriched in key modules included synaptic vesicle cycle, endoplasmic reticulum-related functions and neurodevelopment. Several lncRNAs such as GAS6-AS1 and MIR100HG were highlighted as driver genes of key modules. Our study demonstrates the key role of lncRNAs in the mechanism(s) of action of BD drugs. Several lncRNAs have been suggested as major regulators of medication effects and are worthy of further investigation as novel drug targets to treat BD.
Collapse
Affiliation(s)
- Trang TT. Truong
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental health and Clinical Translation, Deakin University, Geelong, VIC, Australia
| | - Chiara C. Bortolasci
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental health and Clinical Translation, Deakin University, Geelong, VIC, Australia
| | - Briana Spolding
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental health and Clinical Translation, Deakin University, Geelong, VIC, Australia
| | - Bruna Panizzutti
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental health and Clinical Translation, Deakin University, Geelong, VIC, Australia
| | - Zoe SJ. Liu
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental health and Clinical Translation, Deakin University, Geelong, VIC, Australia
| | - Srisaiyini Kidnapillai
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental health and Clinical Translation, Deakin University, Geelong, VIC, Australia
| | - Mark Richardson
- Genomics Centre, School of Life and Environmental Sciences, Deakin University, Burwood, VIC, Australia
| | - Laura Gray
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental health and Clinical Translation, Deakin University, Geelong, VIC, Australia
| | - Craig M. Smith
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental health and Clinical Translation, Deakin University, Geelong, VIC, Australia
| | - Olivia M. Dean
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental health and Clinical Translation, Deakin University, Geelong, VIC, Australia
- The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, VIC, Australia
| | - Jee Hyun Kim
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental health and Clinical Translation, Deakin University, Geelong, VIC, Australia
- The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, VIC, Australia
| | - Michael Berk
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental health and Clinical Translation, Deakin University, Geelong, VIC, Australia
- The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, VIC, Australia
- Orygen, The National Centre of Excellence in Youth Mental Health, Centre for Youth Mental Health, Florey Institute for Neuroscience and Mental Health and the Department of Psychiatry, The University of Melbourne, Melbourne, VIC, Australia
| | - Ken Walder
- School of Medicine, IMPACT, Institute for Innovation in Physical and Mental health and Clinical Translation, Deakin University, Geelong, VIC, Australia
| |
Collapse
|
6
|
Panizzutti B, Bortolasci CC, Spolding B, Kidnapillai S, Connor T, Richardson MF, Truong TTT, Liu ZSJ, Morris G, Gray L, Hyun Kim J, Dean OM, Berk M, Walder K. Transcriptional Modulation of the Hippo Signaling Pathway by Drugs Used to Treat Bipolar Disorder and Schizophrenia. Int J Mol Sci 2021; 22:7164. [PMID: 34281223 PMCID: PMC8268913 DOI: 10.3390/ijms22137164] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 06/26/2021] [Accepted: 06/28/2021] [Indexed: 12/13/2022] Open
Abstract
Recent reports suggest a link between positive regulation of the Hippo pathway with bipolar disorder (BD), and the Hippo pathway is known to interact with multiple other signaling pathways previously associated with BD and other psychiatric disorders. In this study, neuronal-like NT2 cells were treated with amisulpride (10 µM), aripiprazole (0.1 µM), clozapine (10 µM), lamotrigine (50 µM), lithium (2.5 mM), quetiapine (50 µM), risperidone (0.1 µM), valproate (0.5 mM), or vehicle control for 24 h. Genome-wide mRNA expression was quantified and analyzed using gene set enrichment analysis (GSEA), with genes belonging to Hippo, Wnt, Notch, TGF- β, and Hedgehog retrieved from the KEGG database. Five of the eight drugs downregulated the genes of the Hippo pathway and modulated several genes involved in the interacting pathways. We speculate that the regulation of these genes, especially by aripiprazole, clozapine, and quetiapine, results in a reduction of MAPK and NFκB pro-inflammatory signaling through modulation of Hippo, Wnt, and TGF-β pathways. We also employed connectivity map analysis to identify compounds that act on these pathways in a similar manner to the known psychiatric drugs. Thirty-six compounds were identified. The presence of antidepressants and antipsychotics validates our approach and reveals possible new targets for drug repurposing.
Collapse
Affiliation(s)
- Bruna Panizzutti
- Institute for Innovation in Physical and Mental Health and Clinical Translation, School of Medicine, Deakin University, IMPACT, Geelong 3220, Australia; (B.P.); (C.C.B.); (B.S.); (S.K.); (T.C.); (T.T.T.T.); (Z.S.J.L.); (G.M.); (L.G.); (J.H.K.); (O.M.D.); (M.B.)
| | - Chiara C. Bortolasci
- Institute for Innovation in Physical and Mental Health and Clinical Translation, School of Medicine, Deakin University, IMPACT, Geelong 3220, Australia; (B.P.); (C.C.B.); (B.S.); (S.K.); (T.C.); (T.T.T.T.); (Z.S.J.L.); (G.M.); (L.G.); (J.H.K.); (O.M.D.); (M.B.)
| | - Briana Spolding
- Institute for Innovation in Physical and Mental Health and Clinical Translation, School of Medicine, Deakin University, IMPACT, Geelong 3220, Australia; (B.P.); (C.C.B.); (B.S.); (S.K.); (T.C.); (T.T.T.T.); (Z.S.J.L.); (G.M.); (L.G.); (J.H.K.); (O.M.D.); (M.B.)
| | - Srisaiyini Kidnapillai
- Institute for Innovation in Physical and Mental Health and Clinical Translation, School of Medicine, Deakin University, IMPACT, Geelong 3220, Australia; (B.P.); (C.C.B.); (B.S.); (S.K.); (T.C.); (T.T.T.T.); (Z.S.J.L.); (G.M.); (L.G.); (J.H.K.); (O.M.D.); (M.B.)
| | - Timothy Connor
- Institute for Innovation in Physical and Mental Health and Clinical Translation, School of Medicine, Deakin University, IMPACT, Geelong 3220, Australia; (B.P.); (C.C.B.); (B.S.); (S.K.); (T.C.); (T.T.T.T.); (Z.S.J.L.); (G.M.); (L.G.); (J.H.K.); (O.M.D.); (M.B.)
| | - Mark F. Richardson
- Genomics Centre, School of Life and Environmental Sciences, Deakin University, Burwood 3125, Australia;
| | - Trang T. T. Truong
- Institute for Innovation in Physical and Mental Health and Clinical Translation, School of Medicine, Deakin University, IMPACT, Geelong 3220, Australia; (B.P.); (C.C.B.); (B.S.); (S.K.); (T.C.); (T.T.T.T.); (Z.S.J.L.); (G.M.); (L.G.); (J.H.K.); (O.M.D.); (M.B.)
| | - Zoe S. J. Liu
- Institute for Innovation in Physical and Mental Health and Clinical Translation, School of Medicine, Deakin University, IMPACT, Geelong 3220, Australia; (B.P.); (C.C.B.); (B.S.); (S.K.); (T.C.); (T.T.T.T.); (Z.S.J.L.); (G.M.); (L.G.); (J.H.K.); (O.M.D.); (M.B.)
| | - Gerwyn Morris
- Institute for Innovation in Physical and Mental Health and Clinical Translation, School of Medicine, Deakin University, IMPACT, Geelong 3220, Australia; (B.P.); (C.C.B.); (B.S.); (S.K.); (T.C.); (T.T.T.T.); (Z.S.J.L.); (G.M.); (L.G.); (J.H.K.); (O.M.D.); (M.B.)
| | - Laura Gray
- Institute for Innovation in Physical and Mental Health and Clinical Translation, School of Medicine, Deakin University, IMPACT, Geelong 3220, Australia; (B.P.); (C.C.B.); (B.S.); (S.K.); (T.C.); (T.T.T.T.); (Z.S.J.L.); (G.M.); (L.G.); (J.H.K.); (O.M.D.); (M.B.)
- Florey Institute for Neuroscience and Mental Health, University of Melbourne, Parkville 3052, Australia
| | - Jee Hyun Kim
- Institute for Innovation in Physical and Mental Health and Clinical Translation, School of Medicine, Deakin University, IMPACT, Geelong 3220, Australia; (B.P.); (C.C.B.); (B.S.); (S.K.); (T.C.); (T.T.T.T.); (Z.S.J.L.); (G.M.); (L.G.); (J.H.K.); (O.M.D.); (M.B.)
| | - Olivia M. Dean
- Institute for Innovation in Physical and Mental Health and Clinical Translation, School of Medicine, Deakin University, IMPACT, Geelong 3220, Australia; (B.P.); (C.C.B.); (B.S.); (S.K.); (T.C.); (T.T.T.T.); (Z.S.J.L.); (G.M.); (L.G.); (J.H.K.); (O.M.D.); (M.B.)
- Florey Institute for Neuroscience and Mental Health, University of Melbourne, Parkville 3052, Australia
| | - Michael Berk
- Institute for Innovation in Physical and Mental Health and Clinical Translation, School of Medicine, Deakin University, IMPACT, Geelong 3220, Australia; (B.P.); (C.C.B.); (B.S.); (S.K.); (T.C.); (T.T.T.T.); (Z.S.J.L.); (G.M.); (L.G.); (J.H.K.); (O.M.D.); (M.B.)
- Florey Institute for Neuroscience and Mental Health, University of Melbourne, Parkville 3052, Australia
- Department of Psychiatry, Royal Melbourne Hospital, University of Melbourne, Parkville 3052, Australia
- Centre of Youth Mental Health, University of Melbourne, Parkville 3052, Australia
- Orygen Youth Health Research Centre, Parkville 3052, Australia
| | - Ken Walder
- Institute for Innovation in Physical and Mental Health and Clinical Translation, School of Medicine, Deakin University, IMPACT, Geelong 3220, Australia; (B.P.); (C.C.B.); (B.S.); (S.K.); (T.C.); (T.T.T.T.); (Z.S.J.L.); (G.M.); (L.G.); (J.H.K.); (O.M.D.); (M.B.)
| |
Collapse
|