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Koeniger A, Polo P, Brichkina A, Finkernagel F, Visekruna A, Nist A, Stiewe T, Daude M, Diederich W, Gress T, Adhikary T, Lauth M. Tumor-suppressive disruption of cancer subtype-associated super enhancer circuits by small molecule treatment. NAR Cancer 2023; 5:zcad007. [PMID: 36755960 PMCID: PMC9900422 DOI: 10.1093/narcan/zcad007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 01/04/2023] [Accepted: 01/25/2023] [Indexed: 02/09/2023] Open
Abstract
Transcriptional cancer subtypes which correlate with traits such as tumor growth, drug sensitivity or the chances of relapse and metastasis, have been described for several malignancies. The core regulatory circuits (CRCs) defining these subtypes are established by chromatin super enhancers (SEs) driving key transcription factors (TFs) specific for the particular cell state. In neuroblastoma (NB), one of the most frequent solid pediatric cancer entities, two major SE-directed molecular subtypes have been described: A more lineage-committed adrenergic (ADRN) and a mesenchymal (MES) subtype. Here, we found that a small isoxazole molecule (ISX), a frequently used pro-neural drug, reprogrammed SE activity and switched NB cells from an ADRN subtype towards a growth-retarded MES-like state. The MES-like state shared strong transcriptional overlap with ganglioneuroma (GN), a benign and highly differentiated tumor of the neural crest. Mechanistically, ISX suppressed chromatin binding of N-MYC, a CRC-amplifying transcription factor, resulting in loss of key ADRN subtype-enriched components such as N-MYC itself, PHOX2B and ALK, while concomitently, MES subtype markers were induced. Globally, ISX treatment installed a chromatin accessibility landscape typically associated with low risk NB. In summary, we provide evidence that CRCs and cancer subtype reprogramming might be amenable to future therapeutic targeting.
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Affiliation(s)
- Anke Koeniger
- Philipps University Marburg, Dept. of Gastroenterology, Endocrinology and Metabolism, Center for Tumor- and Immune Biology, 35043 Marburg, Germany
| | - Pierfrancesco Polo
- Philipps University Marburg, Dept. of Gastroenterology, Endocrinology and Metabolism, Center for Tumor- and Immune Biology, 35043 Marburg, Germany
| | - Anna Brichkina
- Philipps University Marburg, Dept. of Gastroenterology, Endocrinology and Metabolism, Center for Tumor- and Immune Biology, 35043 Marburg, Germany
| | - Florian Finkernagel
- Philipps University Marburg, Bioinformatics Core Facility, Center for Tumor- and Immune Biology, 35043 Marburg, Germany
| | - Alexander Visekruna
- Philipps University Marburg, Institute for Medical Microbiology and Hygiene, 35043 Marburg, Germany
| | - Andrea Nist
- Member of the German Center for Lung Research (DZL), Center for Tumor- and Immune Biology, Genomics Core Facility, Institute of Molecular Oncology, Philipps University Marburg, 35043 Marburg, Germany
| | - Thorsten Stiewe
- Member of the German Center for Lung Research (DZL), Center for Tumor- and Immune Biology, Genomics Core Facility, Institute of Molecular Oncology, Philipps University Marburg, 35043 Marburg, Germany
| | - Michael Daude
- Philipps University Marburg, Core Facility Medical Chemistry, Center for Tumor- and Immune Biology, 35043 Marburg, Germany
| | - Wibke E Diederich
- Philipps University Marburg, Dept. of Medicinal Chemistry and Core Facility Medical Chemistry, Center for Tumor- and Immune Biology, 35043 Marburg, Germany
| | - Thomas M Gress
- Philipps University Marburg, Dept. of Gastroenterology, Endocrinology and Metabolism, Center for Tumor- and Immune Biology, 35043 Marburg, Germany
| | - Till Adhikary
- Philipps University Marburg, Institute for Medical Bioinformatics and Biostatistics and Institute for Molecular Biology and Tumor Research, Marburg, Germany
| | - Matthias Lauth
- Philipps University Marburg, Dept. of Gastroenterology, Endocrinology and Metabolism, Center for Tumor- and Immune Biology, 35043 Marburg, Germany
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Xie WS, Shehzadi K, Ma HL, Liang JH. A Potential Strategy for Treatment of Neurodegenerative Disorders by Regulation of Adult Hippocampal Neurogenesis in Human Brain. Curr Med Chem 2022; 29:5315-5347. [DOI: 10.2174/0929867329666220509114232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 02/13/2022] [Accepted: 03/17/2022] [Indexed: 11/22/2022]
Abstract
Abstract:
Adult hippocampal neurogenesis is a multistage mechanism that continues throughout the lifespan of human and non-human mammals. These adult-born neurons in the central nervous system (CNS) play a significant role in various hippocampus-dependent processes, including learning, mood regulation, pattern recognition, etc. Reduction of adult hippocampal neurogenesis, caused by multiple factors such as neurological disorders and aging, would impair neuronal proliferation and differentiation and result in memory loss. Accumulating studies have indicated that functional neuron impairment could be restored by promoting adult hippocampal neurogenesis. In this review, we summarized the small molecules that could efficiently promote the process of adult neurogenesis, particularly the agents that have the capacity of crossing the blood-brain barrier (BBB), and showed in vivo efficacy in mammalian brains. This may pave the way for the rational design of drugs to treat humnan neurodegenerative disorders in the future.
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Affiliation(s)
- Wei-Song Xie
- Key Laboratory of Medical Molecule Science and Pharmaceutics Engineering, School of Chemistry and Chemical Engineering, Beijing Institute of Technology, Beijing 102488, China
| | - Kiran Shehzadi
- Key Laboratory of Medical Molecule Science and Pharmaceutics Engineering, School of Chemistry and Chemical Engineering, Beijing Institute of Technology, Beijing 102488, China
| | - Hong-Le Ma
- Key Laboratory of Medical Molecule Science and Pharmaceutics Engineering, School of Chemistry and Chemical Engineering, Beijing Institute of Technology, Beijing 102488, China
| | - Jian-Hua Liang
- Key Laboratory of Medical Molecule Science and Pharmaceutics Engineering, School of Chemistry and Chemical Engineering, Beijing Institute of Technology, Beijing 102488, China
- Yangtze Delta Region Academy of Beijing Institute of Technology, Jiaxing 314019, China
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Termine A, Fabrizio C, Strafella C, Caputo V, Petrosini L, Caltagirone C, Cascella R, Giardina E. A Hybrid Machine Learning and Network Analysis Approach Reveals Two Parkinson's Disease Subtypes from 115 RNA-Seq Post-Mortem Brain Samples. Int J Mol Sci 2022; 23:ijms23052557. [PMID: 35269707 PMCID: PMC8910747 DOI: 10.3390/ijms23052557] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 02/16/2022] [Accepted: 02/24/2022] [Indexed: 12/26/2022] Open
Abstract
Precision medicine emphasizes fine-grained diagnostics, taking individual variability into account to enhance treatment effectiveness. Parkinson’s disease (PD) heterogeneity among individuals proves the existence of disease subtypes, so subgrouping patients is vital for better understanding disease mechanisms and designing precise treatment. The purpose of this study was to identify PD subtypes using RNA-Seq data in a combined pipeline including unsupervised machine learning, bioinformatics, and network analysis. Two hundred and ten post mortem brain RNA-Seq samples from PD (n = 115) and normal controls (NCs, n = 95) were obtained with systematic data retrieval following PRISMA statements and a fully data-driven clustering pipeline was performed to identify PD subtypes. Bioinformatics and network analyses were performed to characterize the disease mechanisms of the identified PD subtypes and to identify target genes for drug repurposing. Two PD clusters were identified and 42 DEGs were found (p adjusted ≤ 0.01). PD clusters had significantly different gene network structures (p < 0.0001) and phenotype-specific disease mechanisms, highlighting the differential involvement of the Wnt/β-catenin pathway regulating adult neurogenesis. NEUROD1 was identified as a key regulator of gene networks and ISX9 and PD98059 were identified as NEUROD1-interacting compounds with disease-modifying potential, reducing the effects of dopaminergic neurodegeneration. This hybrid data analysis approach could enable precision medicine applications by providing insights for the identification and characterization of pathological subtypes. This workflow has proven useful on PD brain RNA-Seq, but its application to other neurodegenerative diseases is encouraged.
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Affiliation(s)
- Andrea Termine
- Data Science Unit, IRCCS Santa Lucia Foundation c/o CERC, 00143 Rome, Italy; (A.T.); (C.F.)
| | - Carlo Fabrizio
- Data Science Unit, IRCCS Santa Lucia Foundation c/o CERC, 00143 Rome, Italy; (A.T.); (C.F.)
| | - Claudia Strafella
- Genomic Medicine Laboratory UILDM, IRCCS Santa Lucia Foundation, 00179 Rome, Italy; (C.S.); (V.C.)
| | - Valerio Caputo
- Genomic Medicine Laboratory UILDM, IRCCS Santa Lucia Foundation, 00179 Rome, Italy; (C.S.); (V.C.)
- Medical Genetics Laboratory, Department of Biomedicine and Prevention, Tor Vergata University, 00133 Rome, Italy;
| | - Laura Petrosini
- Experimental and Behavioral Neurophysiology, IRCCS Santa Lucia Foundation c/o CERC, 00143 Rome, Italy;
| | - Carlo Caltagirone
- Department of Clinical and Behavioral Neurology, IRCCS Santa Lucia Foundation, 00179 Rome, Italy;
| | - Raffaella Cascella
- Medical Genetics Laboratory, Department of Biomedicine and Prevention, Tor Vergata University, 00133 Rome, Italy;
- Department of Biomedical Sciences, Catholic University Our Lady of Good Counsel, 1000 Tirana, Albania
| | - Emiliano Giardina
- Genomic Medicine Laboratory UILDM, IRCCS Santa Lucia Foundation, 00179 Rome, Italy; (C.S.); (V.C.)
- UILDM Lazio ONLUS Foundation, Department of Biomedicine and Prevention, Tor Vergata University, 00133 Rome, Italy
- Correspondence:
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Samoilova EM, Belopasov VV, Baklaushev VP. Transcription Factors of Direct Neuronal Reprogramming in Ontogenesis and Ex Vivo. Mol Biol 2021. [DOI: 10.1134/s0026893321040087] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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Staples MC, Herman MA, Lockner JW, Avchalumov Y, Kharidia KM, Janda KD, Roberto M, Mandyam CD. Isoxazole-9 reduces enhanced fear responses and retrieval in ethanol-dependent male rats. J Neurosci Res 2021; 99:3047-3065. [PMID: 34496069 PMCID: PMC10112848 DOI: 10.1002/jnr.24932] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 06/30/2021] [Accepted: 07/12/2021] [Indexed: 12/13/2022]
Abstract
Plasticity in the dentate gyrus (DG) is strongly influenced by ethanol, and ethanol experience alters long-term memory consolidation dependent on the DG. However, it is unclear if DG plasticity plays a role in dysregulation of long-term memory consolidation during abstinence from chronic ethanol experience. Outbred male Wistar rats experienced 7 weeks of chronic intermittent ethanol vapor exposure (CIE). Seventy-two hours after CIE cessation, CIE and age-matched ethanol-naïve Air controls experienced auditory trace fear conditioning (TFC). Rats were tested for cue-mediated retrieval in the fear context either twenty-four hours (24 hr), ten days (10 days), or twenty-one days (21 days) later. CIE rats showed enhanced freezing behavior during TFC acquisition compared to Air rats. Air rats showed significant fear retrieval, and this behavior did not differ at the three time points. In CIE rats, fear retrieval increased over time during abstinence, indicating an incubation in fear responses. Enhanced retrieval at 21 days was associated with reduced structural and functional plasticity of ventral granule cell neurons (GCNs) and reduced expression of synaptic proteins important for neuronal plasticity. Systemic treatment with the drug Isoxazole-9 (Isx-9; small molecule that stimulates DG plasticity) during the last week and a half of CIE blocked altered acquisition and retrieval of fear memories in CIE rats during abstinence. Concurrently, Isx-9 modulated the structural and functional plasticity of ventral GCNs and the expression of synaptic proteins in the ventral DG. These findings identify that abstinence-induced disruption of fear memory consolidation occurs via altered plasticity within the ventral DG, and that Isx-9 prevented these effects.
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Affiliation(s)
| | - Melissa A Herman
- Department of Pharmacology, Bowles Center for Alcohol Studies, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Jonathan W Lockner
- Departments of Chemistry and Immunology, Scripps Research, La Jolla, CA, USA
| | | | | | - Kim D Janda
- Departments of Chemistry and Immunology, Scripps Research, La Jolla, CA, USA
| | - Marisa Roberto
- Departments of Molecular Medicine and Neuroscience, Scripps Research, La Jolla, CA, USA
| | - Chitra D Mandyam
- VA San Diego Healthcare System, San Diego, CA, USA.,Department of Anesthesiology, University of California San Diego, San Diego, CA, USA
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Pazini FL, Rosa JM, Camargo A, Fraga DB, Moretti M, Siteneski A, Rodrigues ALS. mTORC1-dependent signaling pathway underlies the rapid effect of creatine and ketamine in the novelty-suppressed feeding test. Chem Biol Interact 2020; 332:109281. [DOI: 10.1016/j.cbi.2020.109281] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 08/30/2020] [Accepted: 09/29/2020] [Indexed: 01/11/2023]
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Chemical Reprogramming of Somatic Cells in Neural Direction: Myth or Reality? Bull Exp Biol Med 2019; 167:546-555. [DOI: 10.1007/s10517-019-04570-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Indexed: 01/07/2023]
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