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Bellver‐Sanchis A, Ribalta‐Vilella M, Irisarri A, Gehlot P, Choudhary BS, Jana A, Vyas VK, Banerjee DR, Pallàs M, Guerrero A, Griñán‐Ferré C. G9a an Epigenetic Therapeutic Strategy for Neurodegenerative Conditions: From Target Discovery to Clinical Trials. Med Res Rev 2025; 45:985-1015. [PMID: 39763018 PMCID: PMC11976383 DOI: 10.1002/med.22096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 11/29/2024] [Accepted: 12/04/2024] [Indexed: 04/09/2025]
Abstract
This review provides a comprehensive overview of the role of G9a/EHMT2, focusing on its structure and exploring the impact of its pharmacological and/or gene inhibition in various neurological diseases. In addition, we delve into the advancements in the design and synthesis of G9a/EHMT2 inhibitors, which hold promise not only as a treatment for neurodegeneration diseases but also for other conditions, such as cancer and malaria. Besides, we presented the discovery of dual therapeutic approaches based on G9a inhibition and different epigenetic enzymes like histone deacetylases, DNA methyltransferases, and other lysine methyltransferases. Hence, findings offer valuable insights into developing novel and promising therapeutic strategies targeting G9a/EHMT2 for managing these neurological conditions.
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Affiliation(s)
- Aina Bellver‐Sanchis
- Department of Pharmacology and Therapeutic ChemistryInstitut de Neurociències‐Universitat de BarcelonaBarcelonaSpain
| | - Marta Ribalta‐Vilella
- Department of Pharmacology and Therapeutic ChemistryInstitut de Neurociències‐Universitat de BarcelonaBarcelonaSpain
| | - Alba Irisarri
- Department of Pharmacology and Therapeutic ChemistryInstitut de Neurociències‐Universitat de BarcelonaBarcelonaSpain
| | - Pinky Gehlot
- Department of Pharmaceutical ChemistryInstitute of PharmacyNirma UniversityAhmedabadIndia
| | - Bhanwar Singh Choudhary
- Department of PharmacyCentral University of RajasthanAjmerIndia
- Drug Discovery and Development Centre (H3D)University of Cape TownRondeboschSouth Africa
| | - Abhisek Jana
- Department of ChemistryNational Institute of Technology DurgapurDurgapurIndia
| | - Vivek Kumar Vyas
- Department of Pharmaceutical ChemistryInstitute of PharmacyNirma UniversityAhmedabadIndia
| | - Deb Ranjan Banerjee
- Department of ChemistryNational Institute of Technology DurgapurDurgapurIndia
| | - Mercè Pallàs
- Department of Pharmacology and Therapeutic ChemistryInstitut de Neurociències‐Universitat de BarcelonaBarcelonaSpain
- Instituto de Salud Carlos III, Centro de Investigación en Red, Enfermedades Neurodegenerativas (CIBERNED)MadridSpain
| | - Ana Guerrero
- Department of Pharmacology and Therapeutic ChemistryInstitut de Neurociències‐Universitat de BarcelonaBarcelonaSpain
| | - Christian Griñán‐Ferré
- Department of Pharmacology and Therapeutic ChemistryInstitut de Neurociències‐Universitat de BarcelonaBarcelonaSpain
- Instituto de Salud Carlos III, Centro de Investigación en Red, Enfermedades Neurodegenerativas (CIBERNED)MadridSpain
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Grossi E, Nguyen CB, Carcamo S, Kirigin Callaú V, Moran S, Filipescu D, Tagore S, Firestone TM, Keogh MC, Sun L, Izar B, Hasson D, Bernstein E. The SWI/SNF PBAF complex facilitates REST occupancy at repressive chromatin. Mol Cell 2025:S1097-2765(25)00303-X. [PMID: 40252649 DOI: 10.1016/j.molcel.2025.03.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 01/30/2025] [Accepted: 03/31/2025] [Indexed: 04/21/2025]
Abstract
SWI/SNF (switch/sucrose non-fermentable) chromatin remodelers possess unique functionalities difficult to dissect. Distinct cancers harbor mutations in specific subunits, such as the polybromo-associated BAF (PBAF)-specific component ARID2 in melanoma. Here, we perform epigenomic profiling of SWI/SNF complexes and their associated chromatin states in melanocytes and melanoma. Time-resolved approaches reveal that PBAF regions are generally less sensitive to ATPase inhibition than BAF sites. We further uncover a subset of PBAF-exclusive regions within Polycomb-repressed chromatin that are enriched for REST (RE1 silencing transcription factor), a transcription factor that represses neuronal genes. In turn, PBAF complex disruption via ARID2 loss hinders REST's ability to bind and inactivate its targets, leading to upregulation of synaptic transcripts. Remarkably, this gene signature is conserved in melanoma patients with ARID2 mutations and correlates with an expression program enriched in melanoma brain metastases. Overall, we demonstrate a unique role for PBAF in generating accessibility for a silencing transcription factor at repressed chromatin, with important implications for disease.
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Affiliation(s)
- Elena Grossi
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - Christie B Nguyen
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Saul Carcamo
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Bioinformatics for Next Generation Sequencing (BiNGS) Shared Resource Facility, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Valentina Kirigin Callaú
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Shannon Moran
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Dan Filipescu
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Somnath Tagore
- Department of Medicine, Division of Hematology/Oncology, and Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY 10032, USA
| | | | | | - Lu Sun
- EpiCypher Inc., Durham, NC 27709, USA
| | - Benjamin Izar
- Department of Medicine, Division of Hematology/Oncology, and Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Dan Hasson
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Bioinformatics for Next Generation Sequencing (BiNGS) Shared Resource Facility, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Emily Bernstein
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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3
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Moghbeli M. MicroRNAs as the critical regulators of bone metastasis during prostate tumor progression. Int J Biol Macromol 2025; 309:142912. [PMID: 40203904 DOI: 10.1016/j.ijbiomac.2025.142912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2025] [Revised: 04/02/2025] [Accepted: 04/05/2025] [Indexed: 04/11/2025]
Abstract
Prostate cancer (PCa) is the most prevalent cancer among men globally. Although, there are various therapeutic methods for the localized or advanced cancers, there is still a high rate of mortality among PCa patients that is mainly associated with bone metastasis in advanced tumors. There are few options available for treating bone metastasis in PCa, which only provide symptom relief without curing the disease. Therefore, it is crucial to evaluate the molecular mechanisms associated with bone metastasis of PCa cells to suggest the novel diagnostic and therapeutic approaches that could lower the morbidity and mortality rates in PCa patients. MicroRNAs (miRNAs) are involved in regulation of various pathophysiological processes such as tumor growth and osteoblasts/osteoclasts formation. Since, miRNA deregulation has been also frequently observed in PCa patients with bone metastasis, we discussed the role of miRNAs in bone metastasis during PCa progression. It has been reported that miRNAs mainly reduced the ability of PCa tumor cells for the bone metastasis through the regulation of WNT, NF-kB, PI3K/AKT, and TGF-β signaling pathways. They also affected the EMT process, transcription factors, and structural proteins to regulate the bone metastasis during PCa progression. This review paves the way to suggest the miRNAs as the reliable markers not only for the non-invasive early diagnosis, but also for the targeted therapy of PCa tumors with bone metastasis.
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Affiliation(s)
- Meysam Moghbeli
- Medical Genetics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
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Al-Abbasi Z, Bhuiyan SA, Renthal W, Molliver DC. A Transcriptomic Comparison of the HD10.6 Human Sensory Neuron-Derived Cell Line with Primary and iPSC Sensory Neurons. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.04.03.643725. [PMID: 40236231 PMCID: PMC11996562 DOI: 10.1101/2025.04.03.643725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/17/2025]
Abstract
A key concern in early-stage analgesic discovery efforts is the extent to which mechanisms identified in rodents will translate to humans. To evaluate an alternative approach to the use of rodent dissociated DRG neurons for in vitro analyses of nociceptive signaling, we performed a transcriptomic analysis of the HD10.6 human dorsal root ganglion (DRG)-derived immortalized cell line. We conducted RNA-seq on proliferating and mature HD10.6 cells to characterize transcriptional changes associated with maturation. We then compared the transcriptomes of HD10.6 cells and several recently developed lines of human induced pluripotent stem cell-derived sensory neurons (iPSC-SN) to single-nucleus RNA-seq data from human DRGs. HD10.6 cells showed the highest correlation with 3 human sensory neuron subtypes associated with nociception and pruriception. Each of the iPSC-SN lines evaluated showed a distinct pattern of correlation with human sensory neuron subtypes. We identified G protein-coupled receptors (GPCRs) and ion channels that are expressed in both HD10.6 cells and human DRG neurons, as well as numerous genes that are expressed in human DRG but not in rodent, underscoring the need for human sensory neuron in vitro models. Proof-of-concept evaluations of protein kinase A, protein kinase C and Erk signaling provide examples of scalable assays using HD10.6 cells to investigate well-established GPCR signaling pathways. We conclude that HD10.6 cells provide a versatile model for exploring human neuronal signaling mechanisms.
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Farrell C, Tandon K, Ferrari R, Lapborisuth K, Modi R, Snir S, Pellegrini M. The Multi-State Epigenetic Pacemaker enables the identification of combinations of factors that influence DNA methylation. GeroScience 2025; 47:2439-2454. [PMID: 39549198 PMCID: PMC11979089 DOI: 10.1007/s11357-024-01414-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 10/23/2024] [Indexed: 11/18/2024] Open
Abstract
Epigenetic clocks, DNA methylation-based predictive models of chronological age, are often utilized to study aging associated biology. Despite their widespread use, these methods do not account for other factors that also contribute to the variability of DNA methylation data. For example, many CpG sites show strong sex-specific or cell-type-specific patterns that likely impact the predictions of epigenetic age. To overcome these limitations, we developed a multidimensional extension of the Epigenetic Pacemaker, the Multi-state Epigenetic Pacemaker (MSEPM). We show that the MSEPM is capable of accurately modeling multiple methylation-associated factors simultaneously, while also providing site-specific models that describe the per site relationship between methylation and these factors. We utilized the MSEPM with a large aggregate cohort of blood methylation data to construct models of the effects of age-, sex-, and cell-type heterogeneity on DNA methylation. We found that these models capture a large faction of the variability at thousands of DNA methylation sites. Moreover, this approach allows us to identify sites that are primarily affected by aging and no other factors. An analysis of these sites reveals that those that lose methylation over time are enriched for CTCF transcription factor chip peaks, while those that gain methylation over time are associated with bivalent promoters of genes that are not expressed in blood. These observations suggest mechanisms that underlie age-associated methylation changes and suggest that age-associated increases in methylation may not have strong functional consequences on cell states. In conclusion, the MSEPM is capable of accurately modeling multiple methylation-associated factors, and the models produced can illuminate site-specific combinations of factors that affect methylation dynamics.
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Affiliation(s)
- Colin Farrell
- Dept. of Molecular, Cell and Developmental Biology, University of California, Los Angeles, 90095, CA, USA.
| | - Keshiv Tandon
- Dept. of Molecular, Cell and Developmental Biology, University of California, Los Angeles, 90095, CA, USA
| | - Roberto Ferrari
- Dept. of Chemistry, Life Sciences and Environmental Sustainability, Laboratory of Molecular Cell Biology of the Epigenome (MCBE), University of Parma, Parma, Italy
| | - Kalsuda Lapborisuth
- Dept. of Molecular, Cell and Developmental Biology, University of California, Los Angeles, 90095, CA, USA
| | - Rahil Modi
- Dept. of Molecular, Cell and Developmental Biology, University of California, Los Angeles, 90095, CA, USA
| | - Sagi Snir
- Dept. of Evolutionary Biology, University of Haifa, Haifa, Israel
| | - Matteo Pellegrini
- Dept. of Molecular, Cell and Developmental Biology, University of California, Los Angeles, 90095, CA, USA.
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Zhao M, Ma T, Zhang Z, Wang Y, Wang X, Wang W, Chen X, Gao R, Shan L. FOXK1 promotes hormonally responsive breast carcinogenesis by suppressing apoptosis. Animal Model Exp Med 2025; 8:638-648. [PMID: 38238876 PMCID: PMC12008446 DOI: 10.1002/ame2.12382] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 12/19/2023] [Indexed: 04/20/2025] Open
Abstract
BACKGROUND Globally, breast cancer constitutes the predominant malignancy in women. Abnormal regulation of epigenetic factors plays a key role in the development of tumors. Anti-apoptosis is a characteristic of tumor cells. Therefore, exploring and identifying relevant epigenetic factors that regulate the apoptosis of tumor cells is the foundation for clarifying the pathogenesis of tumors and achieving precision antitumor therapy. METHOD This study focused on exploring the epigenetic mechanism of FOXK1 in the development of estrogen receptor-positive (ER+) breast cancer. We used overexpressing FLAG-FOXK1 MCF-7 cells to perform silver staining mass spectrometry analysis and conducted Co-IP experiments to verify the interactions. ChIP-seq was conducted on MCF-7 cells to examine FOXK1's binding across the genome and its transcriptional target sites. To validate the ChIP-seq results, qChIP, western blotting, and quantitative polymerase chain reaction (qPCR) were performed. Through TUNEL assay, cell counting assay, colony formation assay, and the mouse xenograft models, the effect of FOXK1 on breast cancer progression was detected. Finally, by analyzing online databases, the correlation between FOXK1 and the survival of breast cancer patients was examined. RESULTS FOXK1 interacts with the REST/CoREST transcriptional corepression complex to transcriptionally inhibit target genes representing the apoptotic pathway. Abnormally high expression of FOXK1 prevents the apoptosis of ER+ breast cancer cells in vitro and promotes ER+ breast tumor progression in vivo. Furthermore, the expression of FOXK1 is negatively correlated with the survival of ER+ breast cancer patients. CONCLUSION FOXK1 promotes ER+ breast carcinogenesis through anti-apoptosis and acts as a potential target for ER+ breast cancer treatment.
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Affiliation(s)
- Minghui Zhao
- Department of Biochemistry and Molecular Biology, School of Basic Medical SciencesCapital Medical UniversityBeijingChina
| | - Tingyao Ma
- Department of Otolaryngology‐Head and Neck Surgery, Beijing Tongren HospitalCapital Medical UniversityBeijingChina
| | - Zhaohan Zhang
- Department of Biochemistry and Molecular Biology, School of Basic Medical SciencesCapital Medical UniversityBeijingChina
| | - Yu Wang
- Department of Biochemistry and Molecular Biology, School of Basic Medical SciencesCapital Medical UniversityBeijingChina
| | - Xilin Wang
- Department of Biochemistry and Molecular Biology, School of Basic Medical SciencesCapital Medical UniversityBeijingChina
| | - Wenjuan Wang
- Department of Biochemistry and Molecular Biology, School of Basic Medical SciencesCapital Medical UniversityBeijingChina
- Beijing Key Laboratory of Cancer Invasion and Metastasis Research, School of Basic Medical SciencesCapital Medical UniversityBeijingChina
| | - Xiaohong Chen
- Department of Otolaryngology‐Head and Neck Surgery, Beijing Tongren HospitalCapital Medical UniversityBeijingChina
| | - Ran Gao
- National Human Diseases Animal Model Resource Center, The Institute of Laboratory Animal ScienceChinese Academy of Medical Sciences & Peking Union Medical CollegeBeijingChina
- NHC Key Laboratory of Human Disease Comparative MedicineBeijing Engineering Research Center for Experimental Animal Models of Human Critical DiseasesBeijingChina
- Beijing Engineering Research Center for Experimental Animal Models of Human Critical DiseasesBeijingChina
| | - Lin Shan
- Department of Biochemistry and Molecular Biology, School of Basic Medical SciencesCapital Medical UniversityBeijingChina
- Beijing Key Laboratory of Cancer Invasion and Metastasis Research, School of Basic Medical SciencesCapital Medical UniversityBeijingChina
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Kim S, Pajarillo E, Digman A, Ajayi I, Son DS, Aschner M, Lee E. Role of dopaminergic RE1-silencing transcription factor (REST) in manganese-induced behavioral deficits and dysregulating dopaminergic and serotonergic neurotransmission in mice. Neurotoxicology 2025; 108:57-68. [PMID: 40057281 DOI: 10.1016/j.neuro.2025.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2025] [Revised: 02/17/2025] [Accepted: 03/02/2025] [Indexed: 03/15/2025]
Abstract
Chronic exposure to elevated levels of manganese (Mn) induces manganism, a neurological disorder, exhibiting symptoms resembling Parkinson's disease (PD). Mn is well known to dysregulate dopaminergic (DAergic) function, while the repressor element-1 silencing transcription factor (REST) induces protection against Mn-induced toxicity and several neurodegenerative diseases, including PD and Alzheimer's disease. In the present study, we investigated if DAergic REST plays a role in Mn-induced neurotoxicity by assessing behavioral deficits and alteration of neurotransmitter levels using high-performance liquid chromatography with electrochemical detector (HPLC-ECD), and microdialysis between DAergic-specific REST-deleted (REST cKO) mice and REST loxP mice as wild-type (WT) controls. Mice were exposed to Mn (330 μg, daily intranasal instillation for 3 weeks), followed by assessment of locomotor activity and novel object recognition, and subsequent brain dissection. Neurotransmitters, including DA, serotonin (5-HT), norepinephrine (NE), and glutamate, were analyzed in different brain regions, such as the striatum, midbrain, cortex, hippocampus, and cerebellum. After Mn exposure, extracellular DA levels in the striatum were measured by HPLC-microdialysis. The results showed that DAergic REST deletion exacerbated Mn-induced behavioral deficits and decreased DA levels in the nigrostriatal regions of WT mice. REST cKO increased DA turnover rates (DOPAC/DA and HVA/DA) by 10-fold in the nigrostriatal regions, showing lesser effects in other brain regions. Mn decreased extracellular DA levels, as measured by microdialysis, in the striatum in both genotypes. Mn decreased cortical NE levels in both genotypes and further exacerbated in REST cKO, while Mn decreased nigrostriatal NE levels only in REST cKO mice. REST cKO reduced 5-HT levels in all brain regions tested compared to WT mice. Mn increased glutamate and GABA levels in the striatum and midbrain, while these Mn effects were not altered by REST cKO. Taken together, our findings demonstrate that DAergic REST deficiency exacerbates Mn-induced motor and cognitive deficits along with dysregulation of neurotransmitters, mainly DA, 5-HT, and NE, suggesting that DAergic REST is important in Mn-induced dysregulation of monoaminergic neurotransmission.
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Affiliation(s)
- Sanghoon Kim
- Department of Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, USA
| | - Edward Pajarillo
- Department of Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, USA
| | - Alexis Digman
- Department of Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, USA
| | - Itunu Ajayi
- Department of Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, USA
| | - Deok-Soo Son
- Department of Biochemistry, Cancer Biology, Neuroscience, and Pharmacology, Meharry Medical College, Nashville, TN, USA
| | - Michael Aschner
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Eunsook Lee
- Department of Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, USA.
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Pillai VS, Ravindran S, Krishna G, Abhinand CS, Nelson-Sathi S, Veettil MV. REST Is Restless in Neuronal and Non-Neuronal Virus Infections: An In Silico Analysis-Based Perspective. Viruses 2025; 17:234. [PMID: 40006989 PMCID: PMC11860772 DOI: 10.3390/v17020234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2024] [Revised: 02/02/2025] [Accepted: 02/05/2025] [Indexed: 02/27/2025] Open
Abstract
Repressor element-1 silencing transcription factor or neuron-restrictive silencer factor (REST/NRSF) is an extensively studied neuronal gene regulator both in neuronal cells and non-neuronal cells. Even though the role of REST in host cellular gene regulation is well established, its role in the establishment of viral infections and its capability to stabilize and destabilize such viral infections are scarcely studied. Co-repressor and DNA modifiers are involved in REST-mediated repressive action of its target genes. The role of REST and co-repressors together or individually in the regulation of viral as well as host genes has been unraveled in a few viruses such as HIV and influenza as well as two of the herpesvirus family members, namely herpes simplex virus type 1 (HSV-1) and Kaposi's sarcoma-associated herpesvirus (KSHV). Here, we summarize all such virus studies involved with REST to gain a better insight into REST biology in virus infections. We also focus on unraveling the possible RE-1 binding sites in the Epstein-Barr virus (EBV) genome, a well-known human oncogenic herpesvirus that is associated with infectious mononucleosis and neoplasms such as B-cell lymphomas, nasopharyngeal carcinoma, gastric carcinoma, etc. An in silico-based approach was employed towards the prediction of such possible RE-1 binding elements in the EBV genome. This review advances the present knowledge of REST in virus infection which will aid in future efforts towards a better understanding of how REST acts in herpesviruses and other viruses for their infections and pathogenesis.
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Affiliation(s)
- Vinod Soman Pillai
- Institute of Advanced Virology (IAV), Bio 360 Life Sciences Park, Thonnakkal P.O., Thiruvananthapuram 695317, India; (V.S.P.); (S.R.); (G.K.); (C.S.A.)
- Virology Laboratory, Department of Biotechnology, Cochin University of Science and Technology (CUSAT), Cochin 682022, India
| | - Shilpa Ravindran
- Institute of Advanced Virology (IAV), Bio 360 Life Sciences Park, Thonnakkal P.O., Thiruvananthapuram 695317, India; (V.S.P.); (S.R.); (G.K.); (C.S.A.)
| | - Gayathri Krishna
- Institute of Advanced Virology (IAV), Bio 360 Life Sciences Park, Thonnakkal P.O., Thiruvananthapuram 695317, India; (V.S.P.); (S.R.); (G.K.); (C.S.A.)
| | - Chandran S. Abhinand
- Institute of Advanced Virology (IAV), Bio 360 Life Sciences Park, Thonnakkal P.O., Thiruvananthapuram 695317, India; (V.S.P.); (S.R.); (G.K.); (C.S.A.)
| | - Shijulal Nelson-Sathi
- Rajiv Gandhi Center for Biotechnology (RGCB), Cheruvikkal Village Office Road, Aakkulam, Thiruvananthapuram 695585, India;
| | - Mohanan Valiya Veettil
- Institute of Advanced Virology (IAV), Bio 360 Life Sciences Park, Thonnakkal P.O., Thiruvananthapuram 695317, India; (V.S.P.); (S.R.); (G.K.); (C.S.A.)
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9
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Kim HB, Lee SH, Yang DY, Lee SH, Kim JH, Kim HC, Choi KY, Lee SY, Yang SI, Suh DI, Shin YH, Kim KW, Ahn K, Choi SJ, Kwon JY, Kim SH, Jun JK, Lee MY, Won HS, Kim K, Hong SJ. PM exposure during pregnancy affects childhood asthma via placental epigenetic changes: Neuronal differentiation and proliferation and Notch signaling pathways. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2025; 366:125471. [PMID: 39643224 DOI: 10.1016/j.envpol.2024.125471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 09/30/2024] [Accepted: 12/03/2024] [Indexed: 12/09/2024]
Abstract
Particulate matter (PM) exposure during pregnancy increases the risk of developing asthma in children. However, the placental mechanisms have yet to be elucidated. This study aims to evaluate the mechanisms associated with PM exposure during pregnancy and asthma susceptibility via placental epigenetic dysregulation. We analyzed data from two independent Korean birth cohorts (COCOA, 684 children; PSKC, 818 children). Physician-diagnosed current asthma and bronchial hyperresponsiveness (BHR) via methacholine challenge tests were evaluated at age seven. We estimated PM exposure with a diameter <10 μm (PM10) during pregnancy using land-use regression models. We performed genome-wide methylation profiling in the placenta of 40 samples in the COCOA study and analyzed the gene expression levels. High PM10 exposure during pregnancy increased the risk of developing current asthma and BHR in the COCOA study (aOR 2.36, 95% CI 1.06-5.22; aOR 2.14, 95% CI 1.40-3.27, respectively) and current asthma in the PSKC (aOR 2.62, 95% CI 1.35-5.09). The genes involved in neuronal differentiation and proliferation and Notch signaling pathways were significantly hypermethylated in children with high PM10-exposed asthma. The methylation and expression levels of eight genes (PAX6, REST, OLIG2, GLI1, ZBTB7A, NOTCH4, NOTCH1, and NOTCH3) in these pathways correlated with clinical parameters. This may effectively predict PM-related asthma through a prediction model using degrees of gene-based or CpG-based methylation (AUC = 0.96 and 0.93, respectively). PM10 exposure during pregnancy impacts asthma development in offspring via placental DNA hypermethylation via neuronal differentiation and proliferation and Notch signaling pathways.
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Affiliation(s)
- Hyo-Bin Kim
- Department of Pediatrics, Inje University Sanggye Paik Hospital, Seoul, Republic of Korea
| | - Si Hyeon Lee
- Department of Pediatrics, Childhood Asthma Atopy Center, Humidifier Disinfectant Health Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Dae Yeol Yang
- Department of Biology, Kyung Hee University, Seoul, Republic of Korea
| | - Seung-Hwa Lee
- Department of Pediatrics, Childhood Asthma Atopy Center, Humidifier Disinfectant Health Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jeong-Hyun Kim
- Department of Pediatrics, Childhood Asthma Atopy Center, Humidifier Disinfectant Health Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Hwan-Cheol Kim
- Department of Occupational and Environmental Medicine, Inha University School of Medicine, Incheon, Republic of Korea
| | - Kil Yong Choi
- Department of Environmental Energy Engineering, Anyang University, Anyang, Republic of Korea
| | - So-Yeon Lee
- Department of Pediatrics, Childhood Asthma Atopy Center, Humidifier Disinfectant Health Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Song-I Yang
- Department of Pediatrics, Hallym University College of Medicine, Anyang, Republic of Korea
| | - Dong In Suh
- Department of Pediatrics, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Youn Ho Shin
- Department of Pediatrics, CHA Gangnam Medical Center, CHA University School of Medicine, Seoul, Republic of Korea
| | - Kyung Won Kim
- Department of Pediatrics, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Kangmo Ahn
- Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Suk-Joo Choi
- Department of Obstetrics and Gynecology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Ja-Young Kwon
- Department of Obstetrics and Gynecology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Soo Hyun Kim
- Department of Obstetrics and Gynecology, CHA Gangnam Medical Center, CHA University School of Medicine, Seoul, Republic of Korea
| | - Jong Kwan Jun
- Department of Obstetrics and Gynecology, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Mi-Young Lee
- Department of Obstetrics and Gynecology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Hye-Sung Won
- Department of Obstetrics and Gynecology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Kwoneel Kim
- Department of Biology, Kyung Hee University, Seoul, Republic of Korea.
| | - Soo-Jong Hong
- Department of Pediatrics, Childhood Asthma Atopy Center, Humidifier Disinfectant Health Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
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10
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Moore JE, Pratt HE, Fan K, Phalke N, Fisher J, Elhajjajy SI, Andrews G, Gao M, Shedd N, Fu Y, Lacadie MC, Meza J, Ganna M, Choudhury E, Swofford R, Farrell NP, Pampari A, Ramalingam V, Reese F, Borsari B, Yu M, Wattenberg E, Ruiz-Romero M, Razavi-Mohseni M, Xu J, Galeev T, Beer MA, Guigó R, Gerstein M, Engreitz J, Ljungman M, Reddy TE, Snyder MP, Epstein CB, Gaskell E, Bernstein BE, Dickel DE, Visel A, Pennacchio LA, Mortazavi A, Kundaje A, Weng Z. An Expanded Registry of Candidate cis-Regulatory Elements for Studying Transcriptional Regulation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.12.26.629296. [PMID: 39763870 PMCID: PMC11703161 DOI: 10.1101/2024.12.26.629296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/11/2025]
Abstract
Mammalian genomes contain millions of regulatory elements that control the complex patterns of gene expression. Previously, The ENCODE consortium mapped biochemical signals across many cell types and tissues and integrated these data to develop a Registry of 0.9 million human and 300 thousand mouse candidate cis-Regulatory Elements (cCREs) annotated with potential functions1. We have expanded the Registry to include 2.35 million human and 927 thousand mouse cCREs, leveraging new ENCODE datasets and enhanced computational methods. This expanded Registry covers hundreds of unique cell and tissue types, providing a comprehensive understanding of gene regulation. Functional characterization data from assays like STARR-seq, MPRA, CRISPR perturbation, and transgenic mouse assays now cover over 90% of human cCREs, revealing complex regulatory functions. We identified thousands of novel silencer cCREs and demonstrated their dual enhancer/silencer roles in different cellular contexts. Integrating the Registry with other ENCODE annotations facilitates genetic variation interpretation and trait-associated gene identification, exemplified by discovering KLF1 as a novel causal gene for red blood cell traits. This expanded Registry is a valuable resource for studying the regulatory genome and its impact on health and disease.
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Affiliation(s)
- Jill E. Moore
- Department of Genomics and Computational Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Henry E. Pratt
- Department of Genomics and Computational Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Kaili Fan
- Department of Genomics and Computational Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Nishigandha Phalke
- Department of Genomics and Computational Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Jonathan Fisher
- Department of Genomics and Computational Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Shaimae I. Elhajjajy
- Department of Genomics and Computational Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Gregory Andrews
- Department of Genomics and Computational Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Mingshi Gao
- Department of Genomics and Computational Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Nicole Shedd
- Department of Genomics and Computational Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Yu Fu
- Department of Genomics and Computational Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Matthew C Lacadie
- Department of Genomics and Computational Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Jair Meza
- Department of Genomics and Computational Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Mohit Ganna
- Department of Genomics and Computational Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Eva Choudhury
- Department of Genomics and Computational Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Ross Swofford
- Department of Genomics and Computational Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | | | - Anusri Pampari
- Department of Computer Science, Stanford University, Stanford, CA, USA
| | | | - Fairlie Reese
- Developmental and Cell Biology, University of California Irvine, Irvine, USA
| | - Beatrice Borsari
- Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, USA
| | - Michelle Yu
- Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, USA
| | - Eve Wattenberg
- Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, USA
| | - Marina Ruiz-Romero
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology (BIST), Dr. Aiguader 88, Barcelona, Catalonia, Spain
| | - Milad Razavi-Mohseni
- Department of Biomedical Engineering and McKusick-Nathans Department of Genetic Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Jinrui Xu
- Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, USA
| | - Timur Galeev
- Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, USA
| | - Michael A. Beer
- Department of Biomedical Engineering and McKusick-Nathans Department of Genetic Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Roderic Guigó
- Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology (BIST), Dr. Aiguader 88, Barcelona, Catalonia, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Catalonia, Spain
| | - Mark Gerstein
- Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, USA
| | - Jesse Engreitz
- Department of Genetics, Stanford University, Stanford, CA, USA
- Basic Sciences and Engineering Initiative, Betty Irene Moore Children’s Heart Center, Lucile Packard Children’s Hospital, Stanford, CA, USA
- Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute, Cambridge, MA, USA
- Stanford Cardiovascular Institute, Stanford University, Stanford, CA, USA
| | - Mats Ljungman
- Departments of Radiation Oncology and Environmental Health Sciences, University of Michigan, Ann Arbor, MI, USA
| | - Timothy E. Reddy
- Duke Center for Statistical Genetics and Genomics, Duke University, Durham, NC, USA
- Division of Integrative Genomics, Department of Biostatistics Bioinformatics, Duke University Medical School, Durham, NC, USA
- Center for Genomic and Computational Biology, Duke University Medical School, Durham, NC, USA
| | | | | | | | | | - Diane E. Dickel
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Axel Visel
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Len A. Pennacchio
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Ali Mortazavi
- Developmental and Cell Biology, University of California Irvine, Irvine, USA
- Center for Complex Biological Systems, University of California Irvine, Irvine, CA, USA
| | - Anshul Kundaje
- Department of Computer Science, Stanford University, Stanford, CA, USA
- Department of Genetics, Stanford University, Stanford, CA, USA
| | - Zhiping Weng
- Department of Genomics and Computational Biology, University of Massachusetts Chan Medical School, Worcester, MA, USA
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11
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Hofbauer L, Pleyer LM, Reiter F, Schleiffer A, Vlasova A, Serebreni L, Huang A, Stark A. A genome-wide screen identifies silencers with distinct chromatin properties and mechanisms of repression. Mol Cell 2024; 84:4503-4521.e14. [PMID: 39571581 DOI: 10.1016/j.molcel.2024.10.041] [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: 02/12/2024] [Revised: 08/20/2024] [Accepted: 10/29/2024] [Indexed: 12/08/2024]
Abstract
Differential gene transcription enables development and homeostasis in all animals and is regulated by two major classes of distal cis-regulatory DNA elements (CREs): enhancers and silencers. Although enhancers have been thoroughly characterized, the properties and mechanisms of silencers remain largely unknown. By an unbiased genome-wide functional screen in Drosophila melanogaster S2 cells, we discover a class of silencers that bind one of three transcription factors (TFs) and are generally not included in chromatin-defined CRE catalogs as they mostly lack detectable DNA accessibility. The silencer-binding TF CG11247, which we term Saft, safeguards cell fate decisions in vivo and functions via a highly conserved domain we term zinc-finger-associated C-terminal (ZAC) and the corepressor G9a, independently of G9a's H3K9-methyltransferase activity. Overall, our identification of silencers with unexpected properties and mechanisms has important implications for the understanding and future study of repressive CREs, as well as the functional annotation of animal genomes.
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Affiliation(s)
- Lorena Hofbauer
- Research Institute of Molecular Pathology (IMP), Vienna BioCenter (VBC), Campus-Vienna-Biocenter 1, 1030 Vienna, Austria; Vienna BioCenter PhD Program, Doctoral School of the University of Vienna and Medical University of Vienna, 1030 Vienna, Austria
| | - Lisa-Marie Pleyer
- Research Institute of Molecular Pathology (IMP), Vienna BioCenter (VBC), Campus-Vienna-Biocenter 1, 1030 Vienna, Austria
| | - Franziska Reiter
- Research Institute of Molecular Pathology (IMP), Vienna BioCenter (VBC), Campus-Vienna-Biocenter 1, 1030 Vienna, Austria; Vienna BioCenter PhD Program, Doctoral School of the University of Vienna and Medical University of Vienna, 1030 Vienna, Austria
| | - Alexander Schleiffer
- Research Institute of Molecular Pathology (IMP), Vienna BioCenter (VBC), Campus-Vienna-Biocenter 1, 1030 Vienna, Austria
| | - Anna Vlasova
- Research Institute of Molecular Pathology (IMP), Vienna BioCenter (VBC), Campus-Vienna-Biocenter 1, 1030 Vienna, Austria
| | - Leonid Serebreni
- Research Institute of Molecular Pathology (IMP), Vienna BioCenter (VBC), Campus-Vienna-Biocenter 1, 1030 Vienna, Austria; Vienna BioCenter PhD Program, Doctoral School of the University of Vienna and Medical University of Vienna, 1030 Vienna, Austria
| | - Annie Huang
- Research Institute of Molecular Pathology (IMP), Vienna BioCenter (VBC), Campus-Vienna-Biocenter 1, 1030 Vienna, Austria
| | - Alexander Stark
- Research Institute of Molecular Pathology (IMP), Vienna BioCenter (VBC), Campus-Vienna-Biocenter 1, 1030 Vienna, Austria; Medical University of Vienna, Vienna BioCenter (VBC), Vienna, Austria.
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12
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Zaretsky A, Venzor AG, Eremenko E, Stein D, Smirnov D, Rabuah Y, Dryer R, Kriukov D, Kaluski-Kopatch S, Einav M, Khrameeva E, Toiber D. SIRT6-dependent functional switch via K494 modifications of RE-1 silencing transcription factor. Cell Death Dis 2024; 15:798. [PMID: 39511137 PMCID: PMC11543946 DOI: 10.1038/s41419-024-07160-0] [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: 05/14/2024] [Revised: 10/08/2024] [Accepted: 10/15/2024] [Indexed: 11/15/2024]
Abstract
RE-1 silencing transcription factor (REST) is a key repressor of neural genes. REST is upregulated under stress signals, aging and neurodegenerative diseases, but although it is upregulated, its function is lost in Alzheimer's Disease. However, why it becomes inactive remains unclear. Here, we show that the NAD-dependent deacetylase SIRT6 regulates REST expression, location and activity. In the absence of SIRT6, REST is overexpressed but mislocalized, leading to a partial loss of its activity and causing it to become toxic. SIRT6 deficiency abrogates REST and EZH2 interaction, perturbs the location of REST to the heterochromatin Lamin B ring, and leads to REST target gene overexpression. SIRT6 reintroduction or REST methyl-mimic K494M expression rescues this phenotype, while an acetyl-mimic mutant loses its function even in WT cells. Our studies define a novel regulatory switch where, depending on SIRT6 presence, the function of REST is regulated by post-translational modifications on K494 (Ac/me), affecting neuronal gene expression. In WT cells (left), REST functions as a repressor due to its methylation, which allows proper localization and interaction with EZH2. In SIRT6 KO cells (right), REST is overexpressed, but it is mislocalized and acetylated instead of methylated, impairing its interaction with EZH2. REST localizes in the cytoplasm in autophagosomes. The overall increase in REST without SIRT6 results in non-functional and toxic REST proteins. During aging, SIRT6 declines in the brain, while REST is upregulated to protect it. In pathological aging, where SIRT6 levels are very low, the increase in REST without SIRT6 results in non-functional and toxic REST.
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Affiliation(s)
- Adam Zaretsky
- Department of Life Sciences, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel
- The Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel
| | - Alfredo Garcia Venzor
- Department of Life Sciences, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel
- The Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel
| | - Ekaterina Eremenko
- Department of Life Sciences, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel
- The Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel
| | - Daniel Stein
- Department of Life Sciences, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel
- The Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel
| | - Dmitrii Smirnov
- Department of Life Sciences, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel
- The Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel
- Center for Molecular and Cellular Biology, Skolkovo Institute of Science and Technology, Moscow, 121205, Russia
| | - Yuval Rabuah
- Department of Life Sciences, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel
- The Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel
| | - Rebecca Dryer
- Department of Life Sciences, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel
- The Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel
| | - Dmitrii Kriukov
- Center for Molecular and Cellular Biology, Skolkovo Institute of Science and Technology, Moscow, 121205, Russia
| | - Shai Kaluski-Kopatch
- Department of Life Sciences, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel
- The Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel
| | - Monica Einav
- Department of Life Sciences, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel
| | - Ekaterina Khrameeva
- Center for Molecular and Cellular Biology, Skolkovo Institute of Science and Technology, Moscow, 121205, Russia
| | - Debra Toiber
- Department of Life Sciences, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel.
- The Zlotowski Center for Neuroscience, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel.
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13
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Baram TZ, Birnie MT. Enduring memory consequences of early-life stress / adversity: Structural, synaptic, molecular and epigenetic mechanisms. Neurobiol Stress 2024; 33:100669. [PMID: 39309367 PMCID: PMC11415888 DOI: 10.1016/j.ynstr.2024.100669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 08/13/2024] [Accepted: 08/28/2024] [Indexed: 09/25/2024] Open
Abstract
Adverse early life experiences are strongly associated with reduced cognitive function throughout life. The link is strong in many human studies, but these do not enable assigning causality, and the limited access to the live human brain can impede establishing the mechanisms by which early-life adversity (ELA) may induce cognitive problems. In experimental models, artificially imposed chronic ELA/stress results in deficits in hippocampus dependent memory as well as increased vulnerability to the deleterious effects of adult stress on memory. This causal relation of ELA and life-long memory impairments provides a framework to probe the mechanisms by which ELA may lead to human cognitive problems. Here we focus on the consequences of a one-week exposure to adversity during early postnatal life in the rodent, the spectrum of the ensuing memory deficits, and the mechanisms responsible. We highlight molecular, cellular and circuit mechanisms using convergent trans-disciplinary approaches aiming to enable translation of the discoveries in experimental models to the clinic.
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Affiliation(s)
- Tallie Z. Baram
- Department of Pediatrics, University of California-Irvine, Irvine, CA, USA
- Department of Anatomy/Neurobiology, University of California-Irvine, Irvine, CA, USA
- Department of Neurology, University of California-Irvine, Irvine, CA, USA
| | - Matthew T. Birnie
- Department of Pediatrics, University of California-Irvine, Irvine, CA, USA
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14
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Abedin Y, Minchella P, Peterson R, Gonnella F, Graham A, Cook I, Javellana M, Jewell A, Spoozak L, Nothnick WB. Functional Analysis of RE1 Silencing Transcription Factor as a Putative Tumor Suppressor in Human Endometrial Cancer. Int J Mol Sci 2024; 25:9693. [PMID: 39273639 PMCID: PMC11395688 DOI: 10.3390/ijms25179693] [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: 08/13/2024] [Revised: 09/04/2024] [Accepted: 09/05/2024] [Indexed: 09/15/2024] Open
Abstract
Uterine cancer is the most common gynecologic malignancy in the United States, with endometrioid endometrial adenocarcinoma (EC) being the most common histologic sub-type. Considering the molecular classifications of EC, efforts have been made to identify additional biomarkers that can assist in diagnosis, prognosis, and individualized therapy. We sought to explore the relationship of Repressor Element 1 (RE1) silencing transcription factor (REST), which downregulates neuronal genes in non-neuronal tissue, along with matrix metalloproteinase-24 (MMP24) and EC. We analyzed the expression of REST and MMP24 in 31 cases of endometrial cancer and 16 controls. We then explored the baseline expression of REST and MMP24 in two EC cell lines (Ishikawa and HEC-1-A) compared to a benign cell line (t-HESC) and subsequently evaluated proliferation, migration, and invasion in the setting of loss of REST gene expression. REST and MMP24 expression were significantly lower in human EC samples compared to control samples. REST was highly expressed in EC cell lines, but decreasing REST gene expression increased proliferation (FC: 1.13X, p < 0.0001), migration (1.72X, p < 0.0001), and invasion (FC: 7.77X, p < 0.05) in Ishikawa cells, which are hallmarks of cancer progression and metastasis. These findings elicit a potential role for REST as a putative tumor suppressor in EC.
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Affiliation(s)
- Yasmin Abedin
- Department of Obstetrics and Gynecology, University of Kansas Medical Center, Kansas City, KS 66160, USA; (Y.A.); (I.C.); (M.J.); (A.J.); (L.S.)
| | - Paige Minchella
- Department of Cell Biology and Physiology, University of Kansas Medical Center, Kansas City, KS 66160, USA; (P.M.); (R.P.); (F.G.); (A.G.)
| | - Riley Peterson
- Department of Cell Biology and Physiology, University of Kansas Medical Center, Kansas City, KS 66160, USA; (P.M.); (R.P.); (F.G.); (A.G.)
| | - Francesca Gonnella
- Department of Cell Biology and Physiology, University of Kansas Medical Center, Kansas City, KS 66160, USA; (P.M.); (R.P.); (F.G.); (A.G.)
- Department of Psychological Health and Territorial Sciences, School of Medicine and Health Sciences, “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy
- Unit of Molecular Genetics, Center for Advanced Studies and Technology (CAST), “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy
- Department of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, 64100 Teramo, Italy
| | - Amanda Graham
- Department of Cell Biology and Physiology, University of Kansas Medical Center, Kansas City, KS 66160, USA; (P.M.); (R.P.); (F.G.); (A.G.)
| | - Ian Cook
- Department of Obstetrics and Gynecology, University of Kansas Medical Center, Kansas City, KS 66160, USA; (Y.A.); (I.C.); (M.J.); (A.J.); (L.S.)
| | - Melissa Javellana
- Department of Obstetrics and Gynecology, University of Kansas Medical Center, Kansas City, KS 66160, USA; (Y.A.); (I.C.); (M.J.); (A.J.); (L.S.)
| | - Andrea Jewell
- Department of Obstetrics and Gynecology, University of Kansas Medical Center, Kansas City, KS 66160, USA; (Y.A.); (I.C.); (M.J.); (A.J.); (L.S.)
| | - Lori Spoozak
- Department of Obstetrics and Gynecology, University of Kansas Medical Center, Kansas City, KS 66160, USA; (Y.A.); (I.C.); (M.J.); (A.J.); (L.S.)
| | - Warren B. Nothnick
- Department of Obstetrics and Gynecology, University of Kansas Medical Center, Kansas City, KS 66160, USA; (Y.A.); (I.C.); (M.J.); (A.J.); (L.S.)
- Department of Cell Biology and Physiology, University of Kansas Medical Center, Kansas City, KS 66160, USA; (P.M.); (R.P.); (F.G.); (A.G.)
- Department of Cancer Biology, University of Kansas Medical Center, Kansas City, KS 66160, USA
- Center for Reproductive Sciences, University of Kansas Medical Center, Kansas City, KS 66160, USA
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15
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Grossi E, Nguyen CB, Carcamo S, Moran S, Callaú VK, Filipescu D, Hasson D, Bernstein E. The SWI/SNF PBAF complex facilitates REST occupancy at repressive chromatin. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.23.609212. [PMID: 39229151 PMCID: PMC11370600 DOI: 10.1101/2024.08.23.609212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/05/2024]
Abstract
Multimeric SWI/SNF chromatin remodelers assemble into discrete conformations with unique complex functionalities difficult to dissect. Distinct cancers harbor mutations in specific subunits, altering the chromatin landscape, such as the PBAF-specific component ARID2 in melanoma. Here, we performed comprehensive epigenomic profiling of SWI/SNF complexes and their associated chromatin states in melanoma and melanocytes and uncovered a subset of PBAF-exclusive regions that coexist with PRC2 and repressive chromatin. Time-resolved approaches revealed that PBAF regions are generally less sensitive to ATPase-mediated remodeling than BAF sites. Moreover, PBAF/PRC2-bound loci are enriched for REST, a transcription factor that represses neuronal genes. In turn, absence of ARID2 and consequent PBAF complex disruption hinders the ability of REST to bind and inactivate its targets, leading to upregulation of synaptic transcripts. Remarkably, this gene signature is conserved in melanoma patients with ARID2 mutations. In sum, we demonstrate a unique role for PBAF in generating accessibility for a silencing transcription factor at repressed chromatin, with important implications for disease.
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Affiliation(s)
- Elena Grossi
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Christie B. Nguyen
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Saul Carcamo
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Bioinformatics for Next Generation Sequencing (BiNGS) Shared Resource Facility, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Shannon Moran
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Valentina Kirigin Callaú
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Dan Filipescu
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Dan Hasson
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Bioinformatics for Next Generation Sequencing (BiNGS) Shared Resource Facility, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Emily Bernstein
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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16
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Liberali P, Schier AF. The evolution of developmental biology through conceptual and technological revolutions. Cell 2024; 187:3461-3495. [PMID: 38906136 DOI: 10.1016/j.cell.2024.05.053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Revised: 05/28/2024] [Accepted: 05/29/2024] [Indexed: 06/23/2024]
Abstract
Developmental biology-the study of the processes by which cells, tissues, and organisms develop and change over time-has entered a new golden age. After the molecular genetics revolution in the 80s and 90s and the diversification of the field in the early 21st century, we have entered a phase when powerful technologies provide new approaches and open unexplored avenues. Progress in the field has been accelerated by advances in genomics, imaging, engineering, and computational biology and by emerging model systems ranging from tardigrades to organoids. We summarize how revolutionary technologies have led to remarkable progress in understanding animal development. We describe how classic questions in gene regulation, pattern formation, morphogenesis, organogenesis, and stem cell biology are being revisited. We discuss the connections of development with evolution, self-organization, metabolism, time, and ecology. We speculate how developmental biology might evolve in an era of synthetic biology, artificial intelligence, and human engineering.
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Affiliation(s)
- Prisca Liberali
- Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland; University of Basel, Basel, Switzerland.
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17
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Maksour S, Ng N, Hulme AJ, Miellet S, Engel M, Muñoz SS, Balez R, Rollo B, Finol-Urdaneta RK, Ooi L, Dottori M. REST and RCOR genes display distinct expression profiles in neurons and astrocytes using 2D and 3D human pluripotent stem cell models. Heliyon 2024; 10:e32680. [PMID: 38975076 PMCID: PMC11226837 DOI: 10.1016/j.heliyon.2024.e32680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 05/22/2024] [Accepted: 06/06/2024] [Indexed: 07/09/2024] Open
Abstract
Repressor element-1 silencing transcription factor (REST) is a transcriptional repressor involved in neurodevelopment and neuroprotection. REST forms a complex with the REST corepressors, CoREST1, CoREST2, or CoREST3 (encoded by RCOR1, RCOR2, and RCOR3, respectively). Emerging evidence suggests that the CoREST family can target unique genes independently of REST, in various neural and glial cell types during different developmental stages. However, there is limited knowledge regarding the expression and function of the CoREST family in human neurodevelopment. To address this gap, we employed 2D and 3D human pluripotent stem cell (hPSC) models to investigate REST and RCOR gene expression levels. Our study revealed a significant increase in RCOR3 expression in glutamatergic cortical and GABAergic ventral forebrain neurons, as well as mature functional NGN2-induced neurons. Additionally, a simplified astrocyte transdifferentiation protocol resulted in a significant decrease in RCOR2 expression following differentiation. REST expression was notably reduced in mature neurons and cerebral organoids. In summary, our findings provide the first insights into the cell-type-specific expression patterns of RCOR genes in human neuronal and glial differentiation. Specifically, RCOR3 expression increases in neurons, while RCOR2 levels decrease in astrocytes. The dynamic expression patterns of REST and RCOR genes during hPSC neuronal and glial differentiation underscore the potential distinct roles played by REST and CoREST proteins in regulating the development of these cell types in humans.
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Affiliation(s)
- Simon Maksour
- School of Medical and Indigenous Health Sciences, University of Wollongong, NSW, Australia
- Illawarra Health and Medical Research Institute, University of Wollongong, NSW, Australia
- Molecular Horizons and School of Chemistry and Molecular Bioscience, University of Wollongong, Northfields Avenue, Wollongong, NSW, 2522, Australia
| | - Neville Ng
- Molecular Horizons and School of Chemistry and Molecular Bioscience, University of Wollongong, Northfields Avenue, Wollongong, NSW, 2522, Australia
| | - Amy J. Hulme
- School of Medical and Indigenous Health Sciences, University of Wollongong, NSW, Australia
- Illawarra Health and Medical Research Institute, University of Wollongong, NSW, Australia
| | - Sara Miellet
- School of Medical and Indigenous Health Sciences, University of Wollongong, NSW, Australia
- Illawarra Health and Medical Research Institute, University of Wollongong, NSW, Australia
| | - Martin Engel
- Molecular Horizons and School of Chemistry and Molecular Bioscience, University of Wollongong, Northfields Avenue, Wollongong, NSW, 2522, Australia
| | - Sonia Sanz Muñoz
- Molecular Horizons and School of Chemistry and Molecular Bioscience, University of Wollongong, Northfields Avenue, Wollongong, NSW, 2522, Australia
| | - Rachelle Balez
- Molecular Horizons and School of Chemistry and Molecular Bioscience, University of Wollongong, Northfields Avenue, Wollongong, NSW, 2522, Australia
| | - Ben Rollo
- Department of Neuroscience, Monash University, Melbourne, VIC, Australia
| | - Rocio K. Finol-Urdaneta
- School of Medical and Indigenous Health Sciences, University of Wollongong, NSW, Australia
- Illawarra Health and Medical Research Institute, University of Wollongong, NSW, Australia
| | - Lezanne Ooi
- Molecular Horizons and School of Chemistry and Molecular Bioscience, University of Wollongong, Northfields Avenue, Wollongong, NSW, 2522, Australia
| | - Mirella Dottori
- School of Medical and Indigenous Health Sciences, University of Wollongong, NSW, Australia
- Illawarra Health and Medical Research Institute, University of Wollongong, NSW, Australia
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18
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Chen D, Fan X, Wang K, Gong L, Melero-Martin JM, Pu WT. Pioneer factor ETV2 safeguards endothelial cell specification by recruiting the repressor REST to restrict alternative lineage commitment. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.28.595971. [PMID: 38853821 PMCID: PMC11160620 DOI: 10.1101/2024.05.28.595971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
Mechanisms of cell fate specification remain a central question for developmental biology and regenerative medicine. The pioneer factor ETV2 is a master regulator for the endothelial cell (EC) lineage specification. Here, we studied mechanisms of ETV2-driven fate specification using a highly efficient system in which ETV2 directs human induced pluripotent stem cell-derived mesodermal progenitors to form ECs over two days. By applying CUT&RUN, single-cell RNA-sequencing (scRNA-seq) and single-cell assay for transposase-accessible chromatin sequencing (scATAC-seq) analyses, we characterized the transcriptomic profiles, chromatin landscapes, dynamic cis-regulatory elements (CREs), and molecular features of EC cell differentiation mediated by ETV2. This defined the scope of ETV2 pioneering activity and identified its direct downstream target genes. Induced ETV2 expression both directed specification of endothelial progenitors and suppressed acquisition of alternative fates. Functional screening and candidate validation revealed cofactors essential for efficient EC specification, including the transcriptional activator GABPA. Surprisingly, the transcriptional repressor REST was also necessary for efficient EC specification. ETV2 recruited REST to occupy and repress non-EC lineage genes. Collectively, our study provides an unparalleled molecular analysis of EC specification at single-cell resolution and identifies the important role of pioneer factors to recruit repressors that suppress commitment to alternative lineages.
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Alammari F, Al-Hujaily EM, Alshareeda A, Albarakati N, Al-Sowayan BS. Hidden regulators: the emerging roles of lncRNAs in brain development and disease. Front Neurosci 2024; 18:1392688. [PMID: 38841098 PMCID: PMC11150811 DOI: 10.3389/fnins.2024.1392688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 04/22/2024] [Indexed: 06/07/2024] Open
Abstract
Long non-coding RNAs (lncRNAs) have emerged as critical players in brain development and disease. These non-coding transcripts, which once considered as "transcriptional junk," are now known for their regulatory roles in gene expression. In brain development, lncRNAs participate in many processes, including neurogenesis, neuronal differentiation, and synaptogenesis. They employ their effect through a wide variety of transcriptional and post-transcriptional regulatory mechanisms through interactions with chromatin modifiers, transcription factors, and other regulatory molecules. Dysregulation of lncRNAs has been associated with certain brain diseases, including Alzheimer's disease, Parkinson's disease, cancer, and neurodevelopmental disorders. Altered expression and function of specific lncRNAs have been implicated with disrupted neuronal connectivity, impaired synaptic plasticity, and aberrant gene expression pattern, highlighting the functional importance of this subclass of brain-enriched RNAs. Moreover, lncRNAs have been identified as potential biomarkers and therapeutic targets for neurological diseases. Here, we give a comprehensive review of the existing knowledge of lncRNAs. Our aim is to provide a better understanding of the diversity of lncRNA structure and functions in brain development and disease. This holds promise for unravelling the complexity of neurodevelopmental and neurodegenerative disorders, paving the way for the development of novel biomarkers and therapeutic targets for improved diagnosis and treatment.
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Affiliation(s)
- Farah Alammari
- Department of Blood and Cancer Research, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
- Clinical Laboratory Sciences Department, College of Applied Medical Sciences, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
- King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Ensaf M. Al-Hujaily
- Department of Blood and Cancer Research, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
- King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Alaa Alshareeda
- Department of Blood and Cancer Research, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
- King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
- Saudi Biobank Department, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Nada Albarakati
- Department of Blood and Cancer Research, King Abdullah International Medical Research Center, Jeddah, Saudi Arabia
- King Saud Bin Abdulaziz University for Health Sciences, Ministry of the National Guard-Health Affairs, Jeddah, Saudi Arabia
| | - Batla S. Al-Sowayan
- Department of Blood and Cancer Research, King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
- King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
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20
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Reddy AJ, Herschl MH, Geng X, Kolli S, Lu AX, Kumar A, Hsu PD, Levine S, Ioannidis NM. Strategies for effectively modelling promoter-driven gene expression using transfer learning. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.02.24.529941. [PMID: 36909524 PMCID: PMC10002662 DOI: 10.1101/2023.02.24.529941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/03/2023]
Abstract
The ability to deliver genetic cargo to human cells is enabling rapid progress in molecular medicine, but designing this cargo for precise expression in specific cell types is a major challenge. Expression is driven by regulatory DNA sequences within short synthetic promoters, but relatively few of these promoters are cell-type-specific. The ability to design cell-type-specific promoters using model-based optimization would be impactful for research and therapeutic applications. However, models of expression from short synthetic promoters (promoter-driven expression) are lacking for most cell types due to insufficient training data in those cell types. Although there are many large datasets of both endogenous expression and promoter-driven expression in other cell types, which provide information that could be used for transfer learning, transfer strategies remain largely unexplored for predicting promoter-driven expression. Here, we propose a variety of pretraining tasks, transfer strategies, and model architectures for modelling promoter-driven expression. To thoroughly evaluate various methods, we propose two benchmarks that reflect data-constrained and large dataset settings. In the data-constrained setting, we find that pretraining followed by transfer learning is highly effective, improving performance by 24-27%. In the large dataset setting, transfer learning leads to more modest gains, improving performance by up to 2%. We also propose the best architecture to model promoter-driven expression when training from scratch. The methods we identify are broadly applicable for modelling promoter-driven expression in understudied cell types, and our findings will guide the choice of models that are best suited to designing promoters for gene delivery applications using model-based optimization. Our code and data are available at https://github.com/anikethjr/promoter_models.
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21
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Panina SB, Schweer JV, Zhang Q, Raina G, Hardtke HA, Kim S, Yang W, Siegel D, Zhang YJ. Targeting of REST with rationally-designed small molecule compounds exhibits synergetic therapeutic potential in human glioblastoma cells. BMC Biol 2024; 22:83. [PMID: 38609948 PMCID: PMC11015551 DOI: 10.1186/s12915-024-01879-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 04/04/2024] [Indexed: 04/14/2024] Open
Abstract
BACKGROUND Glioblastoma (GBM) is an aggressive brain cancer associated with poor prognosis, intrinsic heterogeneity, plasticity, and therapy resistance. In some GBMs, cell proliferation is fueled by a transcriptional regulator, repressor element-1 silencing transcription factor (REST). RESULTS Using CRISPR/Cas9, we identified GBM cell lines dependent on REST activity. We developed new small molecule inhibitory compounds targeting small C-terminal domain phosphatase 1 (SCP1) to reduce REST protein level and transcriptional activity in glioblastoma cells. Top leads of the series like GR-28 exhibit potent cytotoxicity, reduce REST protein level, and suppress its transcriptional activity. Upon the loss of REST protein, GBM cells can potentially compensate by rewiring fatty acid metabolism, enabling continued proliferation. Combining REST inhibition with the blockade of this compensatory adaptation using long-chain acyl-CoA synthetase inhibitor Triacsin C demonstrated substantial synergetic potential without inducing hepatotoxicity. CONCLUSIONS Our results highlight the efficacy and selectivity of targeting REST alone or in combination as a therapeutic strategy to combat high-REST GBM.
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Affiliation(s)
- Svetlana B Panina
- Department of Molecular Biosciences, The University of Texas at Austin, 2500 Speedway, Austin, TX, USA
| | - Joshua V Schweer
- Skaggs School of Pharmacy and Pharmaceutical Sciences, The University of California San Diego, 9500 Gilman Drive 0741, La Jolla, CA, USA
| | - Qian Zhang
- Department of Molecular Biosciences, The University of Texas at Austin, 2500 Speedway, Austin, TX, USA
| | - Gaurav Raina
- Skaggs School of Pharmacy and Pharmaceutical Sciences, The University of California San Diego, 9500 Gilman Drive 0741, La Jolla, CA, USA
| | - Haley A Hardtke
- Department of Molecular Biosciences, The University of Texas at Austin, 2500 Speedway, Austin, TX, USA
| | - Seungjin Kim
- Department of Molecular Biosciences, The University of Texas at Austin, 2500 Speedway, Austin, TX, USA
| | - Wanjie Yang
- Department of Molecular Biosciences, The University of Texas at Austin, 2500 Speedway, Austin, TX, USA
| | - Dionicio Siegel
- Skaggs School of Pharmacy and Pharmaceutical Sciences, The University of California San Diego, 9500 Gilman Drive 0741, La Jolla, CA, USA
| | - Y Jessie Zhang
- Department of Molecular Biosciences, The University of Texas at Austin, 2500 Speedway, Austin, TX, USA.
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22
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Guo NJ, Wang B, Zhang Y, Kang HQ, Nie HQ, Feng MK, Zhang XY, Zhao LJ, Wang N, Liu HM, Zheng YC, Li W, Gao Y. USP7 as an emerging therapeutic target: A key regulator of protein homeostasis. Int J Biol Macromol 2024; 263:130309. [PMID: 38382779 DOI: 10.1016/j.ijbiomac.2024.130309] [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: 10/02/2023] [Revised: 01/19/2024] [Accepted: 02/18/2024] [Indexed: 02/23/2024]
Abstract
Maintaining protein balance within a cell is essential for proper cellular function, and disruptions in the ubiquitin-proteasome pathway, which is responsible for degrading and recycling unnecessary or damaged proteins, can lead to various diseases. Deubiquitinating enzymes play a vital role in regulating protein homeostasis by removing ubiquitin chains from substrate proteins, thereby controlling important cellular processes, such as apoptosis and DNA repair. Among these enzymes, ubiquitin-specific protease 7 (USP7) is of particular interest. USP7 is a cysteine protease consisting of a TRAF region, catalytic region, and C-terminal ubiquitin-like (UBL) region, and it interacts with tumor suppressors, transcription factors, and other key proteins involved in cell cycle regulation and epigenetic control. Moreover, USP7 has been implicated in the pathogenesis and progression of various diseases, including cancer, inflammation, neurodegenerative conditions, and viral infections. Overall, characterizing the functions of USP7 is crucial for understanding the pathophysiology of diverse diseases and devising innovative therapeutic strategies. This article reviews the structure and function of USP7 and its complexes, its association with diseases, and its known inhibitors and thus represents a valuable resource for advancing USP7 inhibitor development and promoting potential future treatment options for a wide range of diseases.
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Affiliation(s)
- Ning-Jie Guo
- State Key Laboratory of Esophageal Cancer Prevention & Treatment, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Key Laboratory of Henan Province for Drug Quality and Evaluation, Henan Province, Institute of Drug Discovery and Development; School of Pharmaceutical Sciences, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, Henan 450001, China
| | - Bo Wang
- State Key Laboratory of Esophageal Cancer Prevention & Treatment, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Key Laboratory of Henan Province for Drug Quality and Evaluation, Henan Province, Institute of Drug Discovery and Development; School of Pharmaceutical Sciences, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, Henan 450001, China
| | - Yu Zhang
- State Key Laboratory of Esophageal Cancer Prevention & Treatment, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Key Laboratory of Henan Province for Drug Quality and Evaluation, Henan Province, Institute of Drug Discovery and Development; School of Pharmaceutical Sciences, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, Henan 450001, China
| | - Hui-Qin Kang
- State Key Laboratory of Esophageal Cancer Prevention & Treatment, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Key Laboratory of Henan Province for Drug Quality and Evaluation, Henan Province, Institute of Drug Discovery and Development; School of Pharmaceutical Sciences, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, Henan 450001, China
| | - Hai-Qian Nie
- State Key Laboratory of Esophageal Cancer Prevention & Treatment, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Key Laboratory of Henan Province for Drug Quality and Evaluation, Henan Province, Institute of Drug Discovery and Development; School of Pharmaceutical Sciences, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, Henan 450001, China
| | - Meng-Kai Feng
- State Key Laboratory of Esophageal Cancer Prevention & Treatment, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Key Laboratory of Henan Province for Drug Quality and Evaluation, Henan Province, Institute of Drug Discovery and Development; School of Pharmaceutical Sciences, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, Henan 450001, China
| | - Xi-Ya Zhang
- State Key Laboratory of Esophageal Cancer Prevention & Treatment, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Key Laboratory of Henan Province for Drug Quality and Evaluation, Henan Province, Institute of Drug Discovery and Development; School of Pharmaceutical Sciences, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, Henan 450001, China
| | - Li-Juan Zhao
- State Key Laboratory of Esophageal Cancer Prevention & Treatment, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Key Laboratory of Henan Province for Drug Quality and Evaluation, Henan Province, Institute of Drug Discovery and Development; School of Pharmaceutical Sciences, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, Henan 450001, China
| | - Ning Wang
- The School of Chinese Medicine, The University of Hong Kong, Pokfulam, Hong Kong, China
| | - Hong-Min Liu
- State Key Laboratory of Esophageal Cancer Prevention & Treatment, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Key Laboratory of Henan Province for Drug Quality and Evaluation, Henan Province, Institute of Drug Discovery and Development; School of Pharmaceutical Sciences, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, Henan 450001, China
| | - Yi-Chao Zheng
- State Key Laboratory of Esophageal Cancer Prevention & Treatment, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Key Laboratory of Henan Province for Drug Quality and Evaluation, Henan Province, Institute of Drug Discovery and Development; School of Pharmaceutical Sciences, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, Henan 450001, China.
| | - Wen Li
- State Key Laboratory of Esophageal Cancer Prevention & Treatment, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Key Laboratory of Henan Province for Drug Quality and Evaluation, Henan Province, Institute of Drug Discovery and Development; School of Pharmaceutical Sciences, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, Henan 450001, China.
| | - Ya Gao
- State Key Laboratory of Esophageal Cancer Prevention & Treatment, Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education of China, Key Laboratory of Henan Province for Drug Quality and Evaluation, Henan Province, Institute of Drug Discovery and Development; School of Pharmaceutical Sciences, Zhengzhou University, 100 Kexue Avenue, Zhengzhou, Henan 450001, China.
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23
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Nabet BY, Hamidi H, Lee MC, Banchereau R, Morris S, Adler L, Gayevskiy V, Elhossiny AM, Srivastava MK, Patil NS, Smith KA, Jesudason R, Chan C, Chang PS, Fernandez M, Rost S, McGinnis LM, Koeppen H, Gay CM, Minna JD, Heymach JV, Chan JM, Rudin CM, Byers LA, Liu SV, Reck M, Shames DS. Immune heterogeneity in small-cell lung cancer and vulnerability to immune checkpoint blockade. Cancer Cell 2024; 42:429-443.e4. [PMID: 38366589 DOI: 10.1016/j.ccell.2024.01.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 12/02/2023] [Accepted: 01/23/2024] [Indexed: 02/18/2024]
Abstract
Atezolizumab (anti-PD-L1), combined with carboplatin and etoposide (CE), is now a standard of care for extensive-stage small-cell lung cancer (ES-SCLC). A clearer understanding of therapeutically relevant SCLC subsets could identify rational combination strategies and improve outcomes. We conduct transcriptomic analyses and non-negative matrix factorization on 271 pre-treatment patient tumor samples from IMpower133 and identify four subsets with general concordance to previously reported SCLC subtypes (SCLC-A, -N, -P, and -I). Deeper investigation into the immune heterogeneity uncovers two subsets with differing neuroendocrine (NE) versus non-neuroendocrine (non-NE) phenotypes, demonstrating immune cell infiltration hallmarks. The NE tumors with low tumor-associated macrophage (TAM) but high T-effector signals demonstrate longer overall survival with PD-L1 blockade and CE versus CE alone than non-NE tumors with high TAM and high T-effector signal. Our study offers a clinically relevant approach to discriminate SCLC patients likely benefitting most from immunotherapies and highlights the complex mechanisms underlying immunotherapy responses.
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Affiliation(s)
| | | | | | | | | | - Leah Adler
- F. Hoffmann-La Roche Ltd, Basel, Switzerland
| | - Velimir Gayevskiy
- Genentech Inc., South San Francisco CA, USA; Rancho Biosciences, San Diego, CA, USA
| | | | | | | | | | | | - Caleb Chan
- Genentech Inc., South San Francisco CA, USA
| | | | | | | | | | | | - Carl M Gay
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - John D Minna
- Hamon Center for Therapeutic Oncology Research, UT Southwestern Medical Center, 6000 Harry Hines Blvd., Dallas, TX 75390-8593, USA; Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX 75390, USA; Departments of Internal Medicine and Pharmacology, UT Southwestern Medical Center, Dallas, TX 75390, USA
| | - John V Heymach
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Joseph M Chan
- Department of Medicine, Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Program for Computational and Systems Biology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10016, USA
| | - Charles M Rudin
- Department of Medicine, Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Program for Computational and Systems Biology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10016, USA; Weill Cornell Medical College, New York, NY 10065, USA
| | - Lauren A Byers
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Stephen V Liu
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, USA
| | - Martin Reck
- Lung Clinic Grosshansdorf, Airway Research Center North, German Center of Lung Research, Grosshansdorf, Germany
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24
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Arthur TD, Nguyen JP, D'Antonio-Chronowska A, Matsui H, Silva NS, Joshua IN, Luchessi AD, Greenwald WWY, D'Antonio M, Pera MF, Frazer KA. Complex regulatory networks influence pluripotent cell state transitions in human iPSCs. Nat Commun 2024; 15:1664. [PMID: 38395976 PMCID: PMC10891157 DOI: 10.1038/s41467-024-45506-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 01/26/2024] [Indexed: 02/25/2024] Open
Abstract
Stem cells exist in vitro in a spectrum of interconvertible pluripotent states. Analyzing hundreds of hiPSCs derived from different individuals, we show the proportions of these pluripotent states vary considerably across lines. We discover 13 gene network modules (GNMs) and 13 regulatory network modules (RNMs), which are highly correlated with each other suggesting that the coordinated co-accessibility of regulatory elements in the RNMs likely underlie the coordinated expression of genes in the GNMs. Epigenetic analyses reveal that regulatory networks underlying self-renewal and pluripotency are more complex than previously realized. Genetic analyses identify thousands of regulatory variants that overlapped predicted transcription factor binding sites and are associated with chromatin accessibility in the hiPSCs. We show that the master regulator of pluripotency, the NANOG-OCT4 Complex, and its associated network are significantly enriched for regulatory variants with large effects, suggesting that they play a role in the varying cellular proportions of pluripotency states between hiPSCs. Our work bins tens of thousands of regulatory elements in hiPSCs into discrete regulatory networks, shows that pluripotency and self-renewal processes have a surprising level of regulatory complexity, and suggests that genetic factors may contribute to cell state transitions in human iPSC lines.
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Affiliation(s)
- Timothy D Arthur
- Biomedical Sciences Graduate Program, University of California, San Diego, La Jolla, CA, 92093, USA
- Division of Biomedical Informatics, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Jennifer P Nguyen
- Division of Biomedical Informatics, University of California, San Diego, La Jolla, CA, 92093, USA
- Bioinformatics and Systems Biology Graduate Program, University of California, San Diego, La Jolla, CA, 92093, USA
| | | | - Hiroko Matsui
- Institute of Genomic Medicine, University of California San Diego, 9500 Gilman Dr, La Jolla, CA, 92093, USA
| | - Nayara S Silva
- Northeast Biotechnology Network (RENORBIO), Graduate Program in Biotechnology, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Isaac N Joshua
- Institute of Genomic Medicine, University of California San Diego, 9500 Gilman Dr, La Jolla, CA, 92093, USA
| | - André D Luchessi
- Northeast Biotechnology Network (RENORBIO), Graduate Program in Biotechnology, Federal University of Rio Grande do Norte, Natal, Brazil
- Department of Clinical and Toxicological Analysis, Federal University of Rio Grande do Norte, Natal, Brazil
| | - William W Young Greenwald
- Bioinformatics and Systems Biology Graduate Program, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Matteo D'Antonio
- Division of Biomedical Informatics, University of California, San Diego, La Jolla, CA, 92093, USA
- Institute of Genomic Medicine, University of California San Diego, 9500 Gilman Dr, La Jolla, CA, 92093, USA
| | | | - Kelly A Frazer
- Department of Pediatrics, University of California San Diego, La Jolla, CA, 92093, USA.
- Institute of Genomic Medicine, University of California San Diego, 9500 Gilman Dr, La Jolla, CA, 92093, USA.
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25
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Meyer K, Ling KH, Yeo PL, Spathopoulou A, Drake D, Choi J, Aron L, Garcia-Corral M, Ko T, Lee EA, Tam JM, Perlis RH, Church GM, Tsai LH, Yankner BA. Impaired neural stress resistance and loss of REST in bipolar disorder. Mol Psychiatry 2024; 29:153-164. [PMID: 37938767 PMCID: PMC11964151 DOI: 10.1038/s41380-023-02313-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 07/27/2023] [Accepted: 10/25/2023] [Indexed: 11/09/2023]
Abstract
Neurodevelopmental changes and impaired stress resistance have been implicated in the pathogenesis of bipolar disorder (BD), but the underlying regulatory mechanisms are unresolved. Here we describe a human cerebral organoid model of BD that exhibits altered neural development, elevated neural network activity, and a major shift in the transcriptome. These phenotypic changes were reproduced in cerebral organoids generated from iPS cell lines derived in different laboratories. The BD cerebral organoid transcriptome showed highly significant enrichment for gene targets of the transcriptional repressor REST. This was associated with reduced nuclear REST and REST binding to target gene recognition sites. Reducing the oxygen concentration in organoid cultures to a physiological range ameliorated the developmental phenotype and restored REST expression. These effects were mimicked by treatment with lithium. Reduced nuclear REST and derepression of REST targets genes were also observed in the prefrontal cortex of BD patients. Thus, an impaired cellular stress response in BD cerebral organoids leads to altered neural development and transcriptional dysregulation associated with downregulation of REST. These findings provide a new model and conceptual framework for exploring the molecular basis of BD.
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Affiliation(s)
- Katharina Meyer
- Department of Genetics, Harvard Medical School, Boston, MA, 02115, USA
| | - King-Hwa Ling
- Department of Genetics, Harvard Medical School, Boston, MA, 02115, USA
| | - Pei-Ling Yeo
- Department of Genetics, Harvard Medical School, Boston, MA, 02115, USA
| | | | - Derek Drake
- Department of Genetics, Harvard Medical School, Boston, MA, 02115, USA
| | - Jaejoon Choi
- Department of Genetics, Harvard Medical School, Boston, MA, 02115, USA
| | - Liviu Aron
- Department of Genetics, Harvard Medical School, Boston, MA, 02115, USA
| | - Mariana Garcia-Corral
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02115, USA
| | - Tak Ko
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Eunjung Alice Lee
- Division of Genetics and Genomics, Manton Center for Orphan Disease Research, Boston Children's Hospital, Boston, MA, 02115, USA
| | - Jenny M Tam
- Department of Genetics, Harvard Medical School, Boston, MA, 02115, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02115, USA
| | - Roy H Perlis
- Center for Quantitative Health, Center for Genomic Medicine and Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - George M Church
- Department of Genetics, Harvard Medical School, Boston, MA, 02115, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02115, USA
| | - Li-Huei Tsai
- The Picower Institute for Learning and Memory, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Bruce A Yankner
- Department of Genetics, Harvard Medical School, Boston, MA, 02115, USA.
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26
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Protti G, Rubbi L, Gören T, Sabirli R, Civlan S, Kurt Ö, Türkçüer İ, Köseler A, Pellegrini M. The methylome of buccal epithelial cells is influenced by age, sex, and physiological properties. Physiol Genomics 2023; 55:618-633. [PMID: 37781740 DOI: 10.1152/physiolgenomics.00063.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 09/05/2023] [Accepted: 09/27/2023] [Indexed: 10/03/2023] Open
Abstract
Epigenetic modifications, particularly DNA methylation, have emerged as regulators of gene expression and are implicated in various biological processes and disease states. Understanding the factors influencing the epigenome is essential for unraveling its complexity. In this study, we aimed to identify how the methylome of buccal epithelial cells, a noninvasive and easily accessible tissue, is associated with demographic and health-related variables commonly used in clinical settings, such as age, sex, blood immune composition, hemoglobin levels, and others. We developed a model to assess the association of multiple factors with the human methylome and identify the genomic loci significantly impacted by each trait. We demonstrated that DNA methylation variation is accurately modeled by several factors. We confirmed the well-known impact of age and sex and unveiled novel clinical factors associated with DNA methylation, such as blood neutrophils, hemoglobin, red blood cell distribution width, high-density lipoprotein cholesterol, and urea. Genomic regions significantly associated with these traits were enriched in relevant transcription factors, drugs, and diseases. Among our findings, we showed that neutrophil-impacted loci were involved in neutrophil functionality and maturation. Similarly, hemoglobin-influenced sites were associated with several diseases, including aplastic anemia, and the genomic loci affected by urea were related to congenital anomalies of the kidney and urinary tract. Our findings contribute to a better understanding of the human methylome plasticity and provide insights into novel factors shaping DNA methylation patterns, highlighting their potential clinical implications as biomarkers and the importance of considering these physiological traits in future medical epigenomic investigations.NEW & NOTEWORTHY We have developed a quantitative model to assess how the human methylome is associated with several factors and to identify the genomic loci significantly impacted by each trait. We reported novel health-related factors driving DNA methylation patterns and new site-specific regulations that further elucidate methylome dynamics. Our study contributes to a better understanding of the plasticity of the human methylome and unveils novel physiological traits with a potential role in future medical epigenomic investigations.
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Affiliation(s)
- Giulia Protti
- Molecular, Cell and Developmental Biology, University of California, Los Angeles, California, United States
- Department of Biotechnology and Biosciences, University of Milano-Bicocca, Milan, Italy
| | - Liudmilla Rubbi
- Molecular, Cell and Developmental Biology, University of California, Los Angeles, California, United States
| | - Tarik Gören
- Emergency Department, Pamukkale University Medical Faculty, Denizli, Turkey
| | - Ramazan Sabirli
- Emergency Department, Bakircay University Faculty of Medicine Cigli Training and Research Hospital, Izmir, Turkey
| | - Serkan Civlan
- Department of Neurosurgery, Pamukkale University Faculty of Medicine, Denizli, Turkey
| | - Özgür Kurt
- Department of Microbiology, Acibadem Mehmet Ali Aydinlar University School of Medicine, Istanbul, Turkey
| | - İbrahim Türkçüer
- Emergency Department, Pamukkale University Medical Faculty, Denizli, Turkey
| | - Aylin Köseler
- Department of Biophysics, Pamukkale University Faculty of Medicine, Denizli, Turkey
| | - Matteo Pellegrini
- Molecular, Cell and Developmental Biology, University of California, Los Angeles, California, United States
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27
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Jin L, Liu Y, Wu Y, Huang Y, Zhang D. REST Is Not Resting: REST/NRSF in Health and Disease. Biomolecules 2023; 13:1477. [PMID: 37892159 PMCID: PMC10605157 DOI: 10.3390/biom13101477] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Revised: 09/26/2023] [Accepted: 09/29/2023] [Indexed: 10/29/2023] Open
Abstract
Chromatin modifications play a crucial role in the regulation of gene expression. The repressor element-1 (RE1) silencing transcription factor (REST), also known as neuron-restrictive silencer factor (NRSF) and X2 box repressor (XBR), was found to regulate gene transcription by binding to chromatin and recruiting chromatin-modifying enzymes. Earlier studies revealed that REST plays an important role in the development and disease of the nervous system, mainly by repressing the transcription of neuron-specific genes. Subsequently, REST was found to be critical in other tissues, such as the heart, pancreas, skin, eye, and vascular. Dysregulation of REST was also found in nervous and non-nervous system cancers. In parallel, multiple strategies to target REST have been developed. In this paper, we provide a comprehensive summary of the research progress made over the past 28 years since the discovery of REST, encompassing both physiological and pathological aspects. These insights into the effects and mechanisms of REST contribute to an in-depth understanding of the transcriptional regulatory mechanisms of genes and their roles in the development and progression of disease, with a view to discovering potential therapeutic targets and intervention strategies for various related diseases.
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Affiliation(s)
- Lili Jin
- School of Life Sciences, Liaoning University, Shenyang 110036, China
| | - Ying Liu
- Department of Stem Cells and Regenerative Medicine, Key Laboratory of Cell Biology, National Health Commission of China, and Key Laboratory of Medical Cell Biology, Ministry of Education of China, China Medical University, Shenyang 110122, China
| | - Yifan Wu
- Department of Stem Cells and Regenerative Medicine, Key Laboratory of Cell Biology, National Health Commission of China, and Key Laboratory of Medical Cell Biology, Ministry of Education of China, China Medical University, Shenyang 110122, China
| | - Yi Huang
- Department of Stem Cells and Regenerative Medicine, Key Laboratory of Cell Biology, National Health Commission of China, and Key Laboratory of Medical Cell Biology, Ministry of Education of China, China Medical University, Shenyang 110122, China
| | - Dianbao Zhang
- Department of Stem Cells and Regenerative Medicine, Key Laboratory of Cell Biology, National Health Commission of China, and Key Laboratory of Medical Cell Biology, Ministry of Education of China, China Medical University, Shenyang 110122, China
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28
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Nassar A, Satarker S, Gurram PC, Upadhya D, Fayaz SM, Nampoothiri M. Repressor Element-1 Binding Transcription Factor (REST) as a Possible Epigenetic Regulator of Neurodegeneration and MicroRNA-Based Therapeutic Strategies. Mol Neurobiol 2023; 60:5557-5577. [PMID: 37326903 PMCID: PMC10471693 DOI: 10.1007/s12035-023-03437-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 06/06/2023] [Indexed: 06/17/2023]
Abstract
Neurodegenerative disorders (NDD) have grabbed significant scientific consideration due to their fast increase in prevalence worldwide. The specific pathophysiology of the disease and the amazing changes in the brain that take place as it advances are still the top issues of contemporary research. Transcription factors play a decisive role in integrating various signal transduction pathways to ensure homeostasis. Disruptions in the regulation of transcription can result in various pathologies, including NDD. Numerous microRNAs and epigenetic transcription factors have emerged as candidates for determining the precise etiology of NDD. Consequently, understanding by what means transcription factors are regulated and how the deregulation of transcription factors contributes to neurological dysfunction is important to the therapeutic targeting of pathways that they modulate. RE1-silencing transcription factor (REST) also named neuron-restrictive silencer factor (NRSF) has been studied in the pathophysiology of NDD. REST was realized to be a part of a neuroprotective element with the ability to be tuned and influenced by numerous microRNAs, such as microRNAs 124, 132, and 9 implicated in NDD. This article looks at the role of REST and the influence of various microRNAs in controlling REST function in the progression of Alzheimer's disease (AD), Parkinson's disease (PD), and Huntington's disease (HD) disease. Furthermore, to therapeutically exploit the possibility of targeting various microRNAs, we bring forth an overview of drug-delivery systems to modulate the microRNAs regulating REST in NDD.
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Affiliation(s)
- Ajmal Nassar
- Department of Pharmacology, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
| | - Sairaj Satarker
- Department of Pharmacology, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
| | - Prasada Chowdari Gurram
- Department of Pharmacology, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
| | - Dinesh Upadhya
- Centre for Molecular Neurosciences, Kasturba Medical College Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
| | - S M Fayaz
- Department of Biotechnology, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
| | - Madhavan Nampoothiri
- Department of Pharmacology, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India.
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29
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Lam XJ, Maniam S, Cheah PS, Ling KH. REST in the Road Map of Brain Development. Cell Mol Neurobiol 2023; 43:3417-3433. [PMID: 37517069 PMCID: PMC11410019 DOI: 10.1007/s10571-023-01394-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 07/23/2023] [Indexed: 08/01/2023]
Abstract
Repressor element-1 silencing transcription factor (REST) or also known as neuron-restrictive silencing factor (NRSF), is the key initiator of epigenetic neuronal gene-expression modification. Identification of a massive number of REST-targeted genes in the brain signifies its broad involvement in maintaining the functionality of the nervous system. Additionally, REST plays a crucial role in conferring neuroprotection to the neurons against various stressors or insults during injuries. At the cellular level, nuclear localisation of REST is a key determinant for the functional transcriptional regulation of REST towards its target genes. Emerging studies reveal the implication of REST nuclear mislocalisation or dysregulation in several neurological diseases. The expression of REST varies depending on different types of neurological disorders, which has created challenges in the discovery of REST-targeted interventions. Hence, this review presents a comprehensive summary on the physiological roles of REST throughout brain development and its implications in neurodegenerative and neurodevelopmental disorders, brain tumours and cerebrovascular diseases. This review offers valuable insights to the development of potential therapeutic approaches targeting REST to improve pathologies in the brain. The important roles of REST as a key player in the nervous system development, and its implications in several neurological diseases.
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Affiliation(s)
- Xin-Jieh Lam
- Department of Human Anatomy, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia
| | - Sandra Maniam
- Department of Human Anatomy, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia
| | - Pike-See Cheah
- Department of Human Anatomy, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia.
- Malaysian Research Institute on Ageing (MyAgeing), Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia.
| | - King-Hwa Ling
- Department of Biomedical Science, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia.
- Malaysian Research Institute on Ageing (MyAgeing), Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia.
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30
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Arthur TD, Nguyen JP, D'Antonio-Chronowska A, Matsui H, Silva NS, Joshua IN, Luchessi AD, Young Greenwald WW, D'Antonio M, Pera MF, Frazer KA. Analysis of regulatory network modules in hundreds of human stem cell lines reveals complex epigenetic and genetic factors contribute to pluripotency state differences between subpopulations. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.20.541447. [PMID: 37292794 PMCID: PMC10245835 DOI: 10.1101/2023.05.20.541447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Stem cells exist in vitro in a spectrum of interconvertible pluripotent states. Analyzing hundreds of hiPSCs derived from different individuals, we show the proportions of these pluripotent states vary considerably across lines. We discovered 13 gene network modules (GNMs) and 13 regulatory network modules (RNMs), which were highly correlated with each other suggesting that the coordinated co-accessibility of regulatory elements in the RNMs likely underlied the coordinated expression of genes in the GNMs. Epigenetic analyses revealed that regulatory networks underlying self-renewal and pluripotency have a surprising level of complexity. Genetic analyses identified thousands of regulatory variants that overlapped predicted transcription factor binding sites and were associated with chromatin accessibility in the hiPSCs. We show that the master regulator of pluripotency, the NANOG-OCT4 Complex, and its associated network were significantly enriched for regulatory variants with large effects, suggesting that they may play a role in the varying cellular proportions of pluripotency states between hiPSCs. Our work captures the coordinated activity of tens of thousands of regulatory elements in hiPSCs and bins these elements into discrete functionally characterized regulatory networks, shows that regulatory elements in pluripotency networks harbor variants with large effects, and provides a rich resource for future pluripotent stem cell research.
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31
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Li D, Quan Z, Ni J, Li H, Qing H. The many faces of the zinc finger protein 335 in brain development and immune system. Biomed Pharmacother 2023; 165:115257. [PMID: 37541176 DOI: 10.1016/j.biopha.2023.115257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 07/25/2023] [Accepted: 07/28/2023] [Indexed: 08/06/2023] Open
Abstract
Zinc finger protein 335 (ZNF335) plays a crucial role in the methylation and, consequently, regulates the expression of a specific set of genes. Variants of the ZNF335 gene have been identified as risk factors for microcephaly in a variety of populations worldwide. Meanwhile, ZNF335 has also been identified as an essential regulator of T-cell development. However, an in-depth understanding of the role of ZNF335 in brain development and T cell maturation is still lacking. In this review, we summarize current knowledge of the molecular mechanisms underlying the involvement of ZNF335 in neuronal and T cell development across a wide range of pre-clinical, post-mortem, ex vivo, in vivo, and clinical studies. We also review the current limitations regarding the study of the pathophysiological functions of ZNF335. Finally, we hypothesize a potential role for ZNF335 in brain disorders and discuss the rationale of targeting ZNF335 as a therapeutic strategy for preventing brain disorders.
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Affiliation(s)
- Danyang Li
- Key Laboratory of Molecular Medicine and Biotherapy, Department of Biology, School of Life Science, Beijing Institute of Technology, Beijing 100081, China.
| | - Zhenzhen Quan
- Key Laboratory of Molecular Medicine and Biotherapy, Department of Biology, School of Life Science, Beijing Institute of Technology, Beijing 100081, China.
| | - Junjun Ni
- Key Laboratory of Molecular Medicine and Biotherapy, Department of Biology, School of Life Science, Beijing Institute of Technology, Beijing 100081, China.
| | - Hui Li
- Key Laboratory of Molecular Medicine and Biotherapy, Department of Biology, School of Life Science, Beijing Institute of Technology, Beijing 100081, China.
| | - Hong Qing
- Key Laboratory of Molecular Medicine and Biotherapy, Department of Biology, School of Life Science, Beijing Institute of Technology, Beijing 100081, China.
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32
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Fan K, Pfister E, Weng Z. Toward a comprehensive catalog of regulatory elements. Hum Genet 2023; 142:1091-1111. [PMID: 36935423 DOI: 10.1007/s00439-023-02519-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Accepted: 01/03/2023] [Indexed: 03/21/2023]
Abstract
Regulatory elements are the genomic regions that interact with transcription factors to control cell-type-specific gene expression in different cellular environments. A precise and complete catalog of functional elements encoded by the human genome is key to understanding mammalian gene regulation. Here, we review the current state of regulatory element annotation. We first provide an overview of assays for characterizing functional elements, including genome, epigenome, transcriptome, three-dimensional chromatin interaction, and functional validation assays. We then discuss computational methods for defining regulatory elements, including peak-calling and other statistical modeling methods. Finally, we introduce several high-quality lists of regulatory element annotations and suggest potential future directions.
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Affiliation(s)
- Kaili Fan
- Program in Bioinformatics and Integrative Biology, University of Massachusetts Chan Medical School, 368 Plantation Street, ASC5-1069, Worcester, MA, 01605, USA
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA, 02138, USA
| | - Edith Pfister
- Program in Bioinformatics and Integrative Biology, University of Massachusetts Chan Medical School, 368 Plantation Street, ASC5-1069, Worcester, MA, 01605, USA
| | - Zhiping Weng
- Program in Bioinformatics and Integrative Biology, University of Massachusetts Chan Medical School, 368 Plantation Street, ASC5-1069, Worcester, MA, 01605, USA.
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33
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Hussain S, Sadouni N, van Essen D, Dao LTM, Ferré Q, Charbonnier G, Torres M, Gallardo F, Lecellier CH, Sexton T, Saccani S, Spicuglia S. Short tandem repeats are important contributors to silencer elements in T cells. Nucleic Acids Res 2023; 51:4845-4866. [PMID: 36929452 PMCID: PMC10250210 DOI: 10.1093/nar/gkad187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 02/26/2023] [Accepted: 03/15/2023] [Indexed: 03/18/2023] Open
Abstract
The action of cis-regulatory elements with either activation or repression functions underpins the precise regulation of gene expression during normal development and cell differentiation. Gene activation by the combined activities of promoters and distal enhancers has been extensively studied in normal and pathological contexts. In sharp contrast, gene repression by cis-acting silencers, defined as genetic elements that negatively regulate gene transcription in a position-independent fashion, is less well understood. Here, we repurpose the STARR-seq approach as a novel high-throughput reporter strategy to quantitatively assess silencer activity in mammals. We assessed silencer activity from DNase hypersensitive I sites in a mouse T cell line. Identified silencers were associated with either repressive or active chromatin marks and enriched for binding motifs of known transcriptional repressors. CRISPR-mediated genomic deletions validated the repressive function of distinct silencers involved in the repression of non-T cell genes and genes regulated during T cell differentiation. Finally, we unravel an association of silencer activity with short tandem repeats, highlighting the role of repetitive elements in silencer activity. Our results provide a general strategy for genome-wide identification and characterization of silencer elements.
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Affiliation(s)
- Saadat Hussain
- Aix-Marseille University, Inserm, TAGC, UMR1090, Marseille, France
- Equipe Labélisée Ligue Contre le Cancer, Marseille, France
| | - Nori Sadouni
- Aix-Marseille University, Inserm, TAGC, UMR1090, Marseille, France
- Equipe Labélisée Ligue Contre le Cancer, Marseille, France
| | - Dominic van Essen
- Institute for Research on Cancer and Ageing, IRCAN, 06107 Nice, France
| | - Lan T M Dao
- Aix-Marseille University, Inserm, TAGC, UMR1090, Marseille, France
- Equipe Labélisée Ligue Contre le Cancer, Marseille, France
| | - Quentin Ferré
- Aix-Marseille University, Inserm, TAGC, UMR1090, Marseille, France
- Equipe Labélisée Ligue Contre le Cancer, Marseille, France
| | - Guillaume Charbonnier
- Aix-Marseille University, Inserm, TAGC, UMR1090, Marseille, France
- Equipe Labélisée Ligue Contre le Cancer, Marseille, France
| | - Magali Torres
- Aix-Marseille University, Inserm, TAGC, UMR1090, Marseille, France
- Equipe Labélisée Ligue Contre le Cancer, Marseille, France
| | - Frederic Gallardo
- Aix-Marseille University, Inserm, TAGC, UMR1090, Marseille, France
- Equipe Labélisée Ligue Contre le Cancer, Marseille, France
| | - Charles-Henri Lecellier
- Institut de Génétique Moléculaire de Montpellier, University of Montpellier, CNRS, Montpellier, France
- LIRMM, University of Montpellier, CNRS, Montpellier, France
| | - Tom Sexton
- Institut de Génétique et de Biologie Moléculaire et Cellulaire – IGBMC (CNRS UMR 7104, INSERM U1258, Université de Strasbourg), 67404 Illkirch, France
| | - Simona Saccani
- Institute for Research on Cancer and Ageing, IRCAN, 06107 Nice, France
| | - Salvatore Spicuglia
- Aix-Marseille University, Inserm, TAGC, UMR1090, Marseille, France
- Equipe Labélisée Ligue Contre le Cancer, Marseille, France
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34
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Georgakopoulos-Soares I, Deng C, Agarwal V, Chan CSY, Zhao J, Inoue F, Ahituv N. Transcription factor binding site orientation and order are major drivers of gene regulatory activity. Nat Commun 2023; 14:2333. [PMID: 37087538 PMCID: PMC10122648 DOI: 10.1038/s41467-023-37960-5] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 04/06/2023] [Indexed: 04/24/2023] Open
Abstract
The gene regulatory code and grammar remain largely unknown, precluding our ability to link phenotype to genotype in regulatory sequences. Here, using a massively parallel reporter assay (MPRA) of 209,440 sequences, we examine all possible pair and triplet combinations, permutations and orientations of eighteen liver-associated transcription factor binding sites (TFBS). We find that TFBS orientation and order have a major effect on gene regulatory activity. Corroborating these results with genomic analyses, we find clear human promoter TFBS orientation biases and similar TFBS orientation and order transcriptional effects in an MPRA that tested 164,307 liver candidate regulatory elements. Additionally, by adding TFBS orientation to a model that predicts expression from sequence we improve performance by 7.7%. Collectively, our results show that TFBS orientation and order have a significant effect on gene regulatory activity and need to be considered when analyzing the functional effect of variants on the activity of these sequences.
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Affiliation(s)
- Ilias Georgakopoulos-Soares
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, USA.
- Institute for Human Genetics, University of California San Francisco, San Francisco, CA, USA.
- Institute for Personalized Medicine, Department of Biochemistry and Molecular Biology, The Pennsylvania State University College of Medicine, Hershey, PA, USA.
| | - Chengyu Deng
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, USA
- Institute for Human Genetics, University of California San Francisco, San Francisco, CA, USA
| | - Vikram Agarwal
- mRNA Center of Excellence, Sanofi Pasteur Inc., Waltham, MA, USA
| | - Candace S Y Chan
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, USA
- Institute for Human Genetics, University of California San Francisco, San Francisco, CA, USA
| | - Jingjing Zhao
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, USA
- Institute for Human Genetics, University of California San Francisco, San Francisco, CA, USA
| | - Fumitaka Inoue
- Institute for the Advanced Study of Human Biology (WPI-ASHBi), Kyoto University, Kyoto, Japan
| | - Nadav Ahituv
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, USA.
- Institute for Human Genetics, University of California San Francisco, San Francisco, CA, USA.
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35
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Pang Y, Chen X, Ji T, Cheng M, Wang R, Zhang C, Liu M, Zhang J, Zhong C. The Chromatin Remodeler ATRX: Role and Mechanism in Biology and Cancer. Cancers (Basel) 2023; 15:cancers15082228. [PMID: 37190157 DOI: 10.3390/cancers15082228] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 03/30/2023] [Accepted: 04/06/2023] [Indexed: 05/17/2023] Open
Abstract
The alpha-thalassemia mental retardation X-linked (ATRX) syndrome protein is a chromatin remodeling protein that primarily promotes the deposit of H3.3 histone variants in the telomere area. ATRX mutations not only cause ATRX syndrome but also influence development and promote cancer. The primary molecular characteristics of ATRX, including its molecular structures and normal and malignant biological roles, are reviewed in this article. We discuss the role of ATRX in its interactions with the histone variant H3.3, chromatin remodeling, DNA damage response, replication stress, and cancers, particularly gliomas, neuroblastomas, and pancreatic neuroendocrine tumors. ATRX is implicated in several important cellular processes and serves a crucial function in regulating gene expression and genomic integrity throughout embryogenesis. However, the nature of its involvement in the growth and development of cancer remains unknown. As mechanistic and molecular investigations on ATRX disclose its essential functions in cancer, customized therapies targeting ATRX will become accessible.
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Affiliation(s)
- Ying Pang
- Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, 150 Jimo Road, Shanghai 200120, China
| | - Xu Chen
- Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, 150 Jimo Road, Shanghai 200120, China
| | - Tongjie Ji
- Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, 150 Jimo Road, Shanghai 200120, China
| | - Meng Cheng
- Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, 150 Jimo Road, Shanghai 200120, China
| | - Rui Wang
- Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, 150 Jimo Road, Shanghai 200120, China
| | - Chunyu Zhang
- Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, 150 Jimo Road, Shanghai 200120, China
| | - Min Liu
- Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, 150 Jimo Road, Shanghai 200120, China
| | - Jing Zhang
- Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, 150 Jimo Road, Shanghai 200120, China
- Institute for Advanced Study, Tongji University, 1239 Siping Road, Shanghai 200092, China
| | - Chunlong Zhong
- Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, 150 Jimo Road, Shanghai 200120, China
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Nakano Y, Bánfi B. The cause of Jones syndrome put to REST: a mutation in the REST gene causes gingival fibromatosis and hearing loss. Eur J Hum Genet 2023; 31:377-379. [PMID: 36710272 PMCID: PMC10133212 DOI: 10.1038/s41431-023-01292-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 01/16/2023] [Indexed: 01/31/2023] Open
Affiliation(s)
- Yoko Nakano
- Department of Anatomy and Cell Biology, Carver College of Medicine, University of Iowa, Iowa City, IA, 52242, USA
- Inflammation Program, Carver College of Medicine, University of Iowa, Iowa City, IA, 52242, USA
| | - Botond Bánfi
- Department of Anatomy and Cell Biology, Carver College of Medicine, University of Iowa, Iowa City, IA, 52242, USA.
- Inflammation Program, Carver College of Medicine, University of Iowa, Iowa City, IA, 52242, USA.
- Department of Otolaryngology-Head and Neck Surgery, Carver College of Medicine, University of Iowa, Iowa City, IA, 52242, USA.
- Department of Internal Medicine, Carver College of Medicine, University of Iowa, Iowa City, IA, 52242, USA.
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Rimawi I, Turgeman G, Avital-Cohen N, Rozenboim I, Yanai J. Parental Preconception and Pre-Hatch Exposure to a Developmental Insult Alters Offspring's Gene Expression and Epigenetic Regulations: An Avian Model. Int J Mol Sci 2023; 24:5047. [PMID: 36902484 PMCID: PMC10003510 DOI: 10.3390/ijms24055047] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 03/02/2023] [Accepted: 03/03/2023] [Indexed: 03/09/2023] Open
Abstract
Parental exposure to insults was initially considered safe if stopped before conception. In the present investigation, paternal or maternal preconception exposure to the neuroteratogen chlorpyrifos was investigated in a well-controlled avian model (Fayoumi) and compared to pre-hatch exposure focusing on molecular alterations. The investigation included the analysis of several neurogenesis, neurotransmission, epigenetic and microRNA genes. A significant decrease in the vesicular acetylcholine transporter (SLC18A3) expression was detected in the female offspring in the three investigated models: paternal (57.7%, p < 0.05), maternal (36%, p < 0.05) and pre-hatch (35.6%, p < 0.05). Paternal exposure to chlorpyrifos also led to a significant increase in brain-derived neurotrophic factor (BDNF) gene expression mainly in the female offspring (27.6%, p < 0.005), while its targeting microRNA, miR-10a, was similarly decreased in both female (50.5%, p < 0.05) and male (56%, p < 0.05) offspring. Doublecortin's (DCX) targeting microRNA, miR-29a, was decreased in the offspring after maternal preconception exposure to chlorpyrifos (39.8%, p < 0.05). Finally, pre-hatch exposure to chlorpyrifos led to a significant increase in protein kinase C beta (PKCß; 44.1%, p < 0.05), methyl-CpG-binding domain protein 2 (MBD2; 44%, p < 0.01) and 3 (MBD3; 33%, p < 0.05) genes expression in the offspring. Although extensive studies are required to establish a mechanism-phenotype relationship, it should be noted that the current investigation does not include phenotype assessment in the offspring.
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Affiliation(s)
- Issam Rimawi
- The Ross Laboratory for Studies in Neural Birth Defects, Department of Medical Neurobiology, Institute for Medical Research—Israel-Canada, Hadassah Medical School, The Hebrew University, P.O. Box 12272, Jerusalem 91120, Israel
| | - Gadi Turgeman
- Department of Molecular Biology, Ariel University, Ariel 40700, Israel
| | - Nataly Avital-Cohen
- Department of Animal Sciences, Robert H. Smith Faculty of Agriculture, Food and Environment, Hebrew University of Jerusalem, P.O. Box 12, Rehovot 76100, Israel
| | - Israel Rozenboim
- Department of Animal Sciences, Robert H. Smith Faculty of Agriculture, Food and Environment, Hebrew University of Jerusalem, P.O. Box 12, Rehovot 76100, Israel
| | - Joseph Yanai
- The Ross Laboratory for Studies in Neural Birth Defects, Department of Medical Neurobiology, Institute for Medical Research—Israel-Canada, Hadassah Medical School, The Hebrew University, P.O. Box 12272, Jerusalem 91120, Israel
- Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, NC 27710, USA
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The NRSF/REST transcription factor in hallmarks of cancer: From molecular mechanisms to clinical relevance. Biochimie 2023; 206:116-134. [PMID: 36283507 DOI: 10.1016/j.biochi.2022.10.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Revised: 10/07/2022] [Accepted: 10/17/2022] [Indexed: 11/23/2022]
Abstract
The RE-1 silencing transcription factor (REST), or neuron restrictive silencing factor (NRSF), was first identified as a repressor of neuronal genes in non-neuronal tissue. Interestingly, this transcription factor may act as a tumor suppressor or an oncogenic role in developing neuroendocrine and other tumors in patients. The hallmarks of cancer include six biological processes, including proliferative signaling, evasion of growth suppressors, resistance to cell death, replicative immortality, inducing angiogenesis, and activating invasion and metastasis. In addition to two emerging hallmarks, the reprogramming of energy metabolism and evasion of the immune response are all implicated in the development of human tumors. It is essential to know the role of these processes as they will affect the outcome of alternatives for cancer treatment. Various studies in this review demonstrate that NRSF/REST affects the different hallmarks of cancer that could position NRSF/REST as an essential target in the therapy and diagnosis of certain types of cancer.
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Molecular Mechanisms Involved in the Regulation of Neurodevelopment by miR-124. Mol Neurobiol 2023; 60:3569-3583. [PMID: 36840845 DOI: 10.1007/s12035-023-03271-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 02/04/2023] [Indexed: 02/26/2023]
Abstract
miR-124 is a miRNA predominantly expressed in the nervous system and accounts for more than a quarter of the total miRNAs in the brain. It regulates neurogenesis, neuronal differentiation, neuronal maturation, and synapse formation and is the most important miRNA in the brain. Furthermore, emerging evidence has suggested miR-124 may be associated with the pathogenesis of various neurodevelopmental and neuropsychiatric disorders. Here, we provide an overview of the role of miR-124 in neurodevelopment and the underling mechanisms, and finally, we prospect the significance of miR-124 research to the field of neuroscience.
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Mouri K, Dewey HB, Castro R, Berenzy D, Kales S, Tewhey R. Whole-genome functional characterization of RE1 silencers using a modified massively parallel reporter assay. CELL GENOMICS 2023; 3:100234. [PMID: 36777181 PMCID: PMC9903721 DOI: 10.1016/j.xgen.2022.100234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 09/12/2022] [Accepted: 11/23/2022] [Indexed: 12/23/2022]
Abstract
Both upregulation and downregulation by cis-regulatory elements help modulate precise gene expression. However, our understanding of repressive elements is far more limited than activating elements. To address this gap, we characterized RE1, a group of transcriptional silencers bound by REST, at genome-wide scale using a modified massively parallel reporter assay (MPRAduo). MPRAduo empirically defined a minimal binding strength of REST (REST motif-intrinsic value [m-value]), above which cofactors colocalize and silence transcription. We identified 1,500 human variants that alter RE1 silencing and found that their effect sizes are predictable when they overlap with REST-binding sites above the m-value. Additionally, we demonstrate that non-canonical REST-binding motifs exhibit silencer function only if they precisely align half sites with specific spacer lengths. Our results show mechanistic insights into RE1, which allow us to predict its activity and effect of variants on RE1, providing a paradigm for performing genome-wide functional characterization of transcription-factor-binding sites.
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Affiliation(s)
| | | | | | | | - Susan Kales
- The Jackson Laboratory, Bar Harbor, ME 04609, USA
| | - Ryan Tewhey
- The Jackson Laboratory, Bar Harbor, ME 04609, USA
- Graduate School of Biomedical Sciences and Engineering, University of Maine, Orono, ME, USA
- Graduate School of Biomedical Sciences, Tufts University School of Medicine, Boston, MA, USA
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Morris KM, Mishra A, Raut AA, Gaunt ER, Borowska D, Kuo RI, Wang B, Vijayakumar P, Chingtham S, Dutta R, Baillie K, Digard P, Vervelde L, Burt DW, Smith J. The molecular basis of differential host responses to avian influenza viruses in avian species with differing susceptibility. Front Cell Infect Microbiol 2023; 13:1067993. [PMID: 36926515 PMCID: PMC10011077 DOI: 10.3389/fcimb.2023.1067993] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 02/09/2023] [Indexed: 03/04/2023] Open
Abstract
Introduction Highly pathogenic avian influenza (HPAI) viruses, such as H5N1, continue to pose a serious threat to animal agriculture, wildlife and to public health. Controlling and mitigating this disease in domestic birds requires a better understanding of what makes some species highly susceptible (such as turkey and chicken) while others are highly resistant (such as pigeon and goose). Susceptibility to H5N1 varies both with species and strain; for example, species that are tolerant of most H5N1 strains, such as crows and ducks, have shown high mortality to emerging strains in recent years. Therefore, in this study we aimed to examine and compare the response of these six species, to low pathogenic avian influenza (H9N2) and two strains of H5N1 with differing virulence (clade 2.2 and clade 2.3.2.1) to determine how susceptible and tolerant species respond to HPAI challenge. Methods Birds were challenged in infection trials and samples (brain, ileum and lung) were collected at three time points post infection. The transcriptomic response of birds was examined using a comparative approach, revealing several important discoveries. Results We found that susceptible birds had high viral loads and strong neuro-inflammatory response in the brain, which may explain the neurological symptoms and high mortality rates exhibited following H5N1 infection. We discovered differential regulation of genes associated with nerve function in the lung and ileum, with stronger differential regulation in resistant species. This has intriguing implications for the transmission of the virus to the central nervous system (CNS) and may also indicate neuro-immune involvement at the mucosal surfaces. Additionally, we identified delayed timing of the immune response in ducks and crows following infection with the more deadly H5N1 strain, which may account for the higher mortality in these species caused by this strain. Lastly, we identified candidate genes with potential roles in susceptibility/resistance which provide excellent targets for future research. Discussion This study has helped elucidate the responses underlying susceptibility to H5N1 influenza in avian species, which will be critical in developing sustainable strategies for future control of HPAI in domestic poultry.
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Affiliation(s)
- Katrina M. Morris
- The Roslin Institute and R(D)SVS, The University of Edinburgh, Edinburgh, United Kingdom
- *Correspondence: Katrina M. Morris, ;
| | - Anamika Mishra
- National Institute of High Security Animal Diseases, Indian Council of Agricultural Research, Bhopal, India
| | - Ashwin A. Raut
- National Institute of High Security Animal Diseases, Indian Council of Agricultural Research, Bhopal, India
| | - Eleanor R. Gaunt
- The Roslin Institute and R(D)SVS, The University of Edinburgh, Edinburgh, United Kingdom
| | - Dominika Borowska
- The Roslin Institute and R(D)SVS, The University of Edinburgh, Edinburgh, United Kingdom
| | - Richard I. Kuo
- The Roslin Institute and R(D)SVS, The University of Edinburgh, Edinburgh, United Kingdom
| | - Bo Wang
- The Roslin Institute and R(D)SVS, The University of Edinburgh, Edinburgh, United Kingdom
| | - Periyasamy Vijayakumar
- National Institute of High Security Animal Diseases, Indian Council of Agricultural Research, Bhopal, India
| | - Santhalembi Chingtham
- National Institute of High Security Animal Diseases, Indian Council of Agricultural Research, Bhopal, India
| | - Rupam Dutta
- National Institute of High Security Animal Diseases, Indian Council of Agricultural Research, Bhopal, India
| | - Kenneth Baillie
- The Roslin Institute and R(D)SVS, The University of Edinburgh, Edinburgh, United Kingdom
| | - Paul Digard
- The Roslin Institute and R(D)SVS, The University of Edinburgh, Edinburgh, United Kingdom
| | - Lonneke Vervelde
- The Roslin Institute and R(D)SVS, The University of Edinburgh, Edinburgh, United Kingdom
| | - David W. Burt
- The Roslin Institute and R(D)SVS, The University of Edinburgh, Edinburgh, United Kingdom
| | - Jacqueline Smith
- The Roslin Institute and R(D)SVS, The University of Edinburgh, Edinburgh, United Kingdom
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Pajarillo E, Nyarko-Danquah I, Digman A, Multani HK, Kim S, Gaspard P, Aschner M, Lee E. Mechanisms of manganese-induced neurotoxicity and the pursuit of neurotherapeutic strategies. Front Pharmacol 2022; 13:1011947. [PMID: 36605395 PMCID: PMC9808094 DOI: 10.3389/fphar.2022.1011947] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 12/01/2022] [Indexed: 01/07/2023] Open
Abstract
Chronic exposure to elevated levels of manganese via occupational or environmental settings causes a neurological disorder known as manganism, resembling the symptoms of Parkinson's disease, such as motor deficits and cognitive impairment. Numerous studies have been conducted to characterize manganese's neurotoxicity mechanisms in search of effective therapeutics, including natural and synthetic compounds to treat manganese toxicity. Several potential molecular targets of manganese toxicity at the epigenetic and transcriptional levels have been identified recently, which may contribute to develop more precise and effective gene therapies. This review updates findings on manganese-induced neurotoxicity mechanisms on intracellular insults such as oxidative stress, inflammation, excitotoxicity, and mitophagy, as well as transcriptional dysregulations involving Yin Yang 1, RE1-silencing transcription factor, transcription factor EB, and nuclear factor erythroid 2-related factor 2 that could be targets of manganese neurotoxicity therapies. This review also features intracellular proteins such as PTEN-inducible kinase 1, parkin, sirtuins, leucine-rich repeat kinase 2, and α-synuclein, which are associated with manganese-induced dysregulation of autophagy/mitophagy. In addition, newer therapeutic approaches to treat manganese's neurotoxicity including natural and synthetic compounds modulating excitotoxicity, autophagy, and mitophagy, were reviewed. Taken together, in-depth mechanistic knowledge accompanied by advances in gene and drug delivery strategies will make significant progress in the development of reliable therapeutic interventions against manganese-induced neurotoxicity.
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Affiliation(s)
- Edward Pajarillo
- Department of Pharmaceutical Science, College of Pharmacy and Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, United States
| | - Ivan Nyarko-Danquah
- Department of Pharmaceutical Science, College of Pharmacy and Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, United States
| | - Alexis Digman
- Department of Pharmaceutical Science, College of Pharmacy and Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, United States
| | - Harpreet Kaur Multani
- Department of Biology, College of Science and Technology, Florida A&M University, Tallahassee, FL, United States
| | - Sanghoon Kim
- Department of Pharmaceutical Science, College of Pharmacy and Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, United States
| | - Patric Gaspard
- Department of Pharmaceutical Science, College of Pharmacy and Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, United States
| | - Michael Aschner
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, New York, NY, United States
| | - Eunsook Lee
- Department of Pharmaceutical Science, College of Pharmacy and Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, United States
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Veverka P, Brom T, Janovič T, Stojaspal M, Pinkas M, Nováček J, Hofr C. Electron microscopy reveals toroidal shape of master neuronal cell differentiator REST - RE1-silencing transcription factor. Comput Struct Biotechnol J 2022; 21:731-741. [PMID: 36698979 PMCID: PMC9860152 DOI: 10.1016/j.csbj.2022.12.026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 12/15/2022] [Accepted: 12/15/2022] [Indexed: 12/23/2022] Open
Abstract
The RE1-Silencing Transcription factor (REST) is essential for neuronal differentiation. Here, we report the first 18.5-angstrom electron microscopy structure of human REST. The refined electron map suggests that REST forms a torus that can accommodate DNA double-helix in the central hole. Additionally, we quantitatively described REST binding to the canonical DNA sequence of the neuron-restrictive silencer element. We developed protocols for the expression and purification of full-length REST and the shortened variant REST-N62 produced by alternative splicing. We tested the mutual interaction of full-length REST and the splicing variant REST-N62. Revealed structure-function relationships of master neuronal repressor REST will allow finding new biological ways of prevention and treatment of neurodegenerative disorders and diseases.
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Key Words
- CD, circular dichroism
- CoIP, coimmunoprecipitation
- DLS, dynamic light scattering
- Differentiation
- EM
- EM, electron microscopy
- Electron microscopy
- IDRs, intrinsically disordered regions
- NRSE, neuron-restrictive silencer element
- NRSF
- NRSF, neuron-restrictive silencer factor
- Neuron-restrictive silencer factor
- Neuronal
- PCNA, proliferating cell nuclear antigen
- RD1/2, repressor domain 1/2
- RE1, repressor element-1
- RE1-silencing transcription factor
- REST
- REST, RE1-silencing transcription factor
- REST-FL, full-length REST
- REST-N62
- REST-N62, splicing isoform of REST, also known as REST4 or REST4-S3
- REST4
- ZF, zinc finger
- aa, amino acid(s)
- bp, base pair(s)
- kDa, kilodaltons
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Affiliation(s)
- Pavel Veverka
- LifeB, FGP – NCBR, Faculty of Science, Masaryk University, Kamenice 753/5, Brno 625 00, Czech Republic
- Institute of Biophysics of the Czech Academy of Sciences, Scientific Incubator, Královopolská 135, Brno 612 65, Czech Republic
| | - Tomáš Brom
- LifeB, FGP – NCBR, Faculty of Science, Masaryk University, Kamenice 753/5, Brno 625 00, Czech Republic
| | - Tomáš Janovič
- LifeB, FGP – NCBR, Faculty of Science, Masaryk University, Kamenice 753/5, Brno 625 00, Czech Republic
| | - Martin Stojaspal
- LifeB, FGP – NCBR, Faculty of Science, Masaryk University, Kamenice 753/5, Brno 625 00, Czech Republic
- Institute of Biophysics of the Czech Academy of Sciences, Scientific Incubator, Královopolská 135, Brno 612 65, Czech Republic
| | | | - Jiří Nováček
- CEITEC, Masaryk University, Brno, Czech Republic
| | - Ctirad Hofr
- LifeB, FGP – NCBR, Faculty of Science, Masaryk University, Kamenice 753/5, Brno 625 00, Czech Republic
- Corresponding author.
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Nichols RV, O’Connell BL, Mulqueen RM, Thomas J, Woodfin AR, Acharya S, Mandel G, Pokholok D, Steemers FJ, Adey AC. High-throughput robust single-cell DNA methylation profiling with sciMETv2. Nat Commun 2022; 13:7627. [PMID: 36494343 PMCID: PMC9734657 DOI: 10.1038/s41467-022-35374-3] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 11/28/2022] [Indexed: 12/13/2022] Open
Abstract
DNA methylation is a key epigenetic property that drives gene regulatory programs in development and disease. Current single-cell methods that produce high quality methylomes are expensive and low throughput without the aid of extensive automation. We previously described a proof-of-principle technique that enabled high cell throughput; however, it produced only low-coverage profiles and was a difficult protocol that required custom sequencing primers and recipes and frequently produced libraries with excessive adapter contamination. Here, we describe a greatly improved version that generates high-coverage profiles (~15-fold increase) using a robust protocol that does not require custom sequencing capabilities, includes multiple stopping points, and exhibits minimal adapter contamination. We demonstrate two versions of sciMETv2 on primary human cortex, a high coverage and rapid version, identifying distinct cell types using CH methylation patterns. These datasets are able to be directly integrated with one another as well as with existing snmC-seq2 datasets with little discernible bias. Finally, we demonstrate the ability to determine cell types using CG methylation alone, which is the dominant context for DNA methylation in most cell types other than neurons and the most applicable analysis outside of brain tissue.
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Affiliation(s)
- Ruth V. Nichols
- grid.5288.70000 0000 9758 5690Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR USA
| | - Brendan L. O’Connell
- grid.5288.70000 0000 9758 5690Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR USA ,grid.5288.70000 0000 9758 5690Cancer Early Detection Advanced Research Institute, Oregon Health & Science University, Portland, OR USA
| | - Ryan M. Mulqueen
- grid.5288.70000 0000 9758 5690Cancer Early Detection Advanced Research Institute, Oregon Health & Science University, Portland, OR USA
| | | | | | - Sonia Acharya
- grid.5288.70000 0000 9758 5690Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR USA
| | - Gail Mandel
- grid.5288.70000 0000 9758 5690Vollum Institute for Neuroscience, Oregon Health & Science University, Portland, OR USA
| | | | | | - Andrew C. Adey
- grid.5288.70000 0000 9758 5690Department of Molecular & Medical Genetics, Oregon Health & Science University, Portland, OR USA ,grid.5288.70000 0000 9758 5690Cancer Early Detection Advanced Research Institute, Oregon Health & Science University, Portland, OR USA ,grid.5288.70000 0000 9758 5690Knight Cancer Institute, Oregon Health & Science University, Portland, OR USA ,grid.5288.70000 0000 9758 5690Knight Cardiovascular Institute, Oregon Health & Science University, Portland, OR USA
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Pang B, van Weerd JH, Hamoen FL, Snyder MP. Identification of non-coding silencer elements and their regulation of gene expression. Nat Rev Mol Cell Biol 2022; 24:383-395. [DOI: 10.1038/s41580-022-00549-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/29/2022] [Indexed: 11/09/2022]
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Fong BC, Chakroun I, Iqbal MA, Paul S, Bastasic J, O’Neil D, Yakubovich E, Bejjani AT, Ahmadi N, Carter A, Clark A, Leone G, Park DS, Ghanem N, Vandenbosch R, Slack RS. The Rb/E2F axis is a key regulator of the molecular signatures instructing the quiescent and activated adult neural stem cell state. Cell Rep 2022; 41:111578. [DOI: 10.1016/j.celrep.2022.111578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 08/11/2022] [Accepted: 10/07/2022] [Indexed: 11/06/2022] Open
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Noro T, Shah SH, Yin Y, Kawaguchi R, Yokota S, Chang KC, Madaan A, Sun C, Coppola G, Geschwind D, Benowitz LI, Goldberg JL. Elk-1 regulates retinal ganglion cell axon regeneration after injury. Sci Rep 2022; 12:17446. [PMID: 36261683 PMCID: PMC9581912 DOI: 10.1038/s41598-022-21767-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Accepted: 09/30/2022] [Indexed: 01/12/2023] Open
Abstract
Adult central nervous system (CNS) axons fail to regenerate after injury, and master regulators of the regenerative program remain to be identified. We analyzed the transcriptomes of retinal ganglion cells (RGCs) at 1 and 5 days after optic nerve injury with and without a cocktail of strongly pro-regenerative factors to discover genes that regulate survival and regeneration. We used advanced bioinformatic analysis to identify the top transcriptional regulators of upstream genes and cross-referenced these with the regulators upstream of genes differentially expressed between embryonic RGCs that exhibit robust axon growth vs. postnatal RGCs where this potential has been lost. We established the transcriptional activator Elk-1 as the top regulator of RGC gene expression associated with axon outgrowth in both models. We demonstrate that Elk-1 is necessary and sufficient to promote RGC neuroprotection and regeneration in vivo, and is enhanced by manipulating specific phosphorylation sites. Finally, we co-manipulated Elk-1, PTEN, and REST, another transcription factor discovered in our analysis, and found Elk-1 to be downstream of PTEN and inhibited by REST in the survival and axon regenerative pathway in RGCs. These results uncover the basic mechanisms of regulation of survival and axon growth and reveal a novel, potent therapeutic strategy to promote neuroprotection and regeneration in the adult CNS.
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Affiliation(s)
- Takahiko Noro
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University, 1651 Page Mill Rd, Palo Alto, CA, 94034, USA
- Department of Ophthalmology, Jikei University School of Medicine, Tokyo, Japan
| | - Sahil H Shah
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University, 1651 Page Mill Rd, Palo Alto, CA, 94034, USA.
- Medical Scientist Training Program, University of California San Diego, La Jolla, CA, USA.
| | - Yuqin Yin
- Department of Neurosurgery, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Riki Kawaguchi
- Departments of Neurology and Psychiatry, University of California Los Angeles, Los Angeles, CA, USA
| | - Satoshi Yokota
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University, 1651 Page Mill Rd, Palo Alto, CA, 94034, USA
- Kobe City Eye Hospital, Kobe, Hyogo, Japan
| | - Kun-Che Chang
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Ankush Madaan
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University, 1651 Page Mill Rd, Palo Alto, CA, 94034, USA
| | - Catalina Sun
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University, 1651 Page Mill Rd, Palo Alto, CA, 94034, USA
| | - Giovanni Coppola
- Departments of Neurology and Psychiatry, University of California Los Angeles, Los Angeles, CA, USA
| | - Daniel Geschwind
- Departments of Neurology and Psychiatry, University of California Los Angeles, Los Angeles, CA, USA
| | - Larry I Benowitz
- Department of Neurosurgery, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Jeffrey L Goldberg
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University, 1651 Page Mill Rd, Palo Alto, CA, 94034, USA
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Pajarillo E, Demayo M, Digman A, Nyarko-Danquah I, Son DS, Aschner M, Lee E. Deletion of RE1-silencing transcription factor in striatal astrocytes exacerbates manganese-induced neurotoxicity in mice. Glia 2022; 70:1886-1901. [PMID: 35638297 PMCID: PMC9378447 DOI: 10.1002/glia.24226] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Revised: 05/16/2022] [Accepted: 05/17/2022] [Indexed: 11/08/2022]
Abstract
Chronic manganese (Mn) overexposure causes a neurological disorder, referred to as manganism, exhibiting symptoms similar to parkinsonism. Dysfunction of the repressor element-1 silencing transcription factor (REST) is associated with various neurodegenerative diseases such as Parkinson's disease, Alzheimer's disease, and Mn-induced neurotoxicity, but its cellular and molecular mechanisms have yet to be fully characterized. Although neuronal REST is known to be neuroprotective, the role of astrocytic REST in neuroprotection remains to be established. We investigated if astrocytic REST in the striatal region of the mouse brain where Mn preferentially accumulates plays a role in Mn-induced neurotoxicity. Striatal astrocytic REST was deleted by infusion of adeno-associated viral vectors containing sequences of the glial fibrillary acidic protein promoter-driven Cre recombinase into the striatum of RESTflox/flox mice for 3 weeks, followed by Mn exposure (30 mg/kg, daily, intranasally) for another 3 weeks. Striatal astrocytic REST deletion exacerbated Mn-induced impairment of locomotor activity and cognitive function with further decrease in Mn-reduced protein levels of tyrosine hydroxylase and glutamate transporter 1 (GLT-1) in the striatum. Astrocytic REST deletion also exacerbated the Mn-induced proinflammatory mediator COX-2, as well as cytokines such as TNF-α, IL-1β, and IL-6, in the striatum. Mn-induced detrimental astrocytic products such as proinflammatory cytokines on neuronal toxicity were attenuated by astrocytic REST overexpression, but exacerbated by REST inhibition in an in vitro model using primary human astrocytes and Lund human mesencephalic (LUHMES) neuronal culture. These findings indicate that astrocytic REST plays a critical role against Mn-induced neurotoxicity by modulating astrocytic proinflammatory factors and GLT-1.
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Affiliation(s)
- Edward Pajarillo
- Department of Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, USA
| | - Mark Demayo
- Department of Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, USA
| | - Alexis Digman
- Department of Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, USA
| | - Ivan Nyarko-Danquah
- Department of Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, USA
| | - Deok-Soo Son
- Department of Biochemistry and Cancer Biology, Neuroscience and Pharmacology, Meharry Medical College, Nashville, Tennessee, USA
| | - Michael Aschner
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, New York, New York, USA
- Laboratory for Molecular Nutrition of the Institute for Personalized Medicine, Sechenov First Moscow State Medical University, Moscow, Russia
| | - Eunsook Lee
- Department of Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, USA
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Zhang H, Li H, Lu M, Wang S, Ma X, Wang F, Liu J, Li X, Yang H, Zhang F, Shen H, Buckley NJ, Gamper N, Yamoah EN, Lv P. Repressor element 1-silencing transcription factor deficiency yields profound hearing loss through K v7.4 channel upsurge in auditory neurons and hair cells. eLife 2022; 11:76754. [PMID: 36125121 PMCID: PMC9525063 DOI: 10.7554/elife.76754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 09/16/2022] [Indexed: 11/23/2022] Open
Abstract
Repressor element 1-silencing transcription factor (REST) is a transcriptional repressor that recognizes neuron-restrictive silencer elements in the mammalian genomes in a tissue- and cell-specific manner. The identity of REST target genes and molecular details of how REST regulates them are emerging. We performed conditional null deletion of Rest (cKO), mainly restricted to murine hair cells (HCs) and auditory neurons (aka spiral ganglion neurons [SGNs]). Null inactivation of full-length REST did not affect the development of normal HCs and SGNs but manifested as progressive hearing loss in adult mice. We found that the inactivation of REST resulted in an increased abundance of Kv7.4 channels at the transcript, protein, and functional levels. Specifically, we found that SGNs and HCs from Rest cKO mice displayed increased Kv7.4 expression and augmented Kv7 currents; SGN’s excitability was also significantly reduced. Administration of a compound with Kv7.4 channel activator activity, fasudil, recapitulated progressive hearing loss in mice. In contrast, inhibition of the Kv7 channels by XE991 rescued the auditory phenotype of Rest cKO mice. Previous studies identified some loss-of-function mutations within the Kv7.4-coding gene, Kcnq4, as a causative factor for progressive hearing loss in mice and humans. Thus, the findings reveal that a critical homeostatic Kv7.4 channel level is required for proper auditory functions.
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Affiliation(s)
- Haiwei Zhang
- Department of Pharmacology, Hebei Medical University, Hebei, China
| | - Hongchen Li
- Department of Pharmacology, Hebei Medical University, Hebei, China
| | - Mingshun Lu
- Department of Pharmacology, Hebei Medical University, Hebei, China
| | - Shengnan Wang
- Department of Pharmacology, Hebei Medical University, Hebei, China
| | - Xueya Ma
- Department of Pharmacology, Hebei Medical University, Hebei, China
| | - Fei Wang
- Department of Pharmacology, Hebei Medical University, Hebei, China
| | - Jiaxi Liu
- Department of Pharmacology, Hebei Medical University, Hebei, China
| | - Xinyu Li
- Department of Pharmacology, Hebei Medical University, Hebei, China
| | - Haichao Yang
- Department of Pharmacology, Hebei Medical University, Hebei, China
| | - Fan Zhang
- Department of Pharmacology, Hebei Medical University, Hebei, China
| | - Haitao Shen
- Laboratory of Pathology, Hebei Medical University, Hebei, China
| | - Noel J Buckley
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
| | - Nikita Gamper
- Faculty of Biological Sciences, University of Leeds, Leeds, United Kingdom
| | - Ebenezer N Yamoah
- Department of Physiology and Cell Biology, University of Nevada Reno, Reno, United States
| | - Ping Lv
- Department of Pharmacology, Hebei Medical University, Hebei, China
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PGC-1α4 Interacts with REST to Upregulate Neuronal Genes and Augment Energy Consumption in Developing Cardiomyocytes. Cells 2022; 11:cells11192944. [PMID: 36230906 PMCID: PMC9564192 DOI: 10.3390/cells11192944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 09/09/2022] [Accepted: 09/14/2022] [Indexed: 02/02/2023] Open
Abstract
Transcriptional coactivator PGC-1α is a main regulator of cardiac energy metabolism. In addition to canonical PGC-1α1, other PGC-1α isoforms have been found to exert specific biological functions in a variety of tissues. We investigated the expression patterns and the biological effects of the non-canonical isoforms in the heart. We used RNA sequencing data to identify the expression patterns of PGC-1α isoforms in the heart. To evaluate the biological effects of the alternative isoform expression, we generated a transgenic mouse with cardiac-specific overexpression of PGC-1α4 and analysed the cardiac phenotype with a wide spectrum of physiological and biophysical tools. Our results show that non-canonical isoforms are expressed in the heart, and that the main variant PGC-1α4 is induced by β-adrenergic signalling in adult cardiomyocytes. Cardiomyocyte specific PGC-1α4 overexpression in mice relieves the RE1-Silencing Transcription factor (REST)-mediated suppression of neuronal genes during foetal heart development. The resulting de-repression of REST target genes induces a cardiac phenotype with increased cellular energy consumption, resulting in postnatal dilated cardiomyopathy. These results propose a new concept for actions of the PGC-1α protein family where activation of the Pgc-1α gene, through its isoforms, induces a phenotype with concurrent supply and demand for cellular energy. These data highlight the biological roles of the different PGC-1α isoforms, which should be considered when future therapies are developed.
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