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Saeed M, Haque A, Shoaib A, Danish Rizvi SM. Exploring novel natural compound-based therapies for Duchenne muscular dystrophy management: insights from network pharmacology, QSAR modeling, molecular dynamics, and free energy calculations. Front Pharmacol 2024; 15:1395014. [PMID: 39415830 PMCID: PMC11481126 DOI: 10.3389/fphar.2024.1395014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2024] [Accepted: 05/31/2024] [Indexed: 10/19/2024] Open
Abstract
Muscular dystrophies encompass a heterogeneous group of rare neuromuscular diseases characterized by progressive muscle degeneration and weakness. Among these, Duchenne muscular dystrophy (DMD) stands out as one of the most severe forms. The present study employs an integrative approach combining network pharmacology, quantitative structure-activity relationship (QSAR) modeling, molecular dynamics (MD) simulations, and free energy calculations to identify potential therapeutic targets and natural compounds for DMD. Upon analyzing the GSE38417 dataset, it was found that individuals with DMD exhibited 290 upregulated differentially expressed genes (DEGs) compared to healthy controls. By utilizing gene ontology (GO) and protein-protein interaction (PPI) network analysis, this study provides insights into the functional roles of the identified DEGs, identifying ten hub genes that play a critical role in the pathology of DMD. These key genes include DMD, TTN, PLEC, DTNA, PKP2, SLC24A, FBXO32, SNTA1, SMAD3, and NOS1. Furthermore, through the use of ligand-based pharmacophore modeling and virtual screening, three natural compounds were identified as potential inhibitors. Among these, compounds 3874518 and 12314417 have demonstrated significant promise as an inhibitor of the SMAD3 protein, a crucial factor in the fibrotic and inflammatory mechanisms associated with DMD. The therapeutic potential of the compounds was further supported by molecular dynamics simulation and Molecular Mechanics/Generalized Born Surface Area (MM/GBSA) analysis. These findings suggest that the compounds are viable candidates for experimental validation against DMD.
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Affiliation(s)
- Mohd Saeed
- Department of Biology, College of Sciences, University of Ha’il, Ha’il, Saudi Arabia
| | - Ashanul Haque
- Department of Chemistry, College of Sciences, University of Ha’il, Ha’il, Saudi Arabia
| | - Ambreen Shoaib
- Department of Clinical Pharmacy, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - Syed Mohd Danish Rizvi
- Department of Pharmaceutics, College of Pharmacy, University of Ha’il, Ha’il, Saudi Arabia
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Yoshioka W, Nakamura H, Oba M, Saito Y, Nishino I, Mori-Yoshimura M. Large phenotypic diversity by genotype in patients with GNE myopathy: 10 years after the establishment of a national registry in Japan. J Neurol 2024; 271:4453-4461. [PMID: 38691167 DOI: 10.1007/s00415-024-12396-z] [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: 02/18/2024] [Revised: 04/16/2024] [Accepted: 04/17/2024] [Indexed: 05/03/2024]
Abstract
BACKGROUND GNE myopathy is an ultra-rare autosomal recessive distal myopathy caused by pathogenic variants of the GNE gene, which encodes a key enzyme in sialic acid biosynthesis. The present study aimed to examine the long-term progression of GNE myopathy, genotype-phenotype correlations, and complications to provide useful information for predicting patient progression and designing clinical trials using a large collection of registry data over a 10-year period. METHODS We analyzed 220 Japanese patients with GNE myopathy from a national registry in Japan. Diagnoses were confirmed by genetic curators based on genetic analysis reports. We analyzed registration sheets and annually updated items completed by attending physicians. RESULTS In total, 197 of 220 participants (89.5%) carried p.D207V or p.V603L in at least one allele. The median disease duration to loss of ambulation was estimated to be 10 years in p.V603L homozygotes (n = 48), whereas more than 90% of p.D207V/p.V603L compound heterozygotes were estimated to be ambulatory even 20 years after disease onset according to Kaplan-Meier analysis (p < 0.001). Moreover, participants with a younger age of onset lost ambulation earlier regardless of genotype. A decline in respiratory function was observed as the disease progressed, particularly in p.V603L homozygotes, whereas none of the p.D207V/p.V603L compound heterozygotes showed a decline. CONCLUSIONS The present study demonstrated large differences in disease progression and respiratory function between genotypes. Moreover, age of onset was found to be an indicator of disease severity regardless of genotype in GNE myopathy patients. These results may help stratify patients in clinical trials and predict disease progression.
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Affiliation(s)
- Wakako Yoshioka
- Department of Neuromuscular Research, National Institute of Neuroscience, National Center of Neurology and Psychiatry (NCNP), Tokyo, Japan
| | - Harumasa Nakamura
- Department of Clinical Research Support, Clinical Research & Education Promotion Division, National Center Hospital, NCNP, Tokyo, Japan
| | - Mari Oba
- Department of Clinical Data Science, Clinical Research & Education Promotion Division, NCNP, Tokyo, Japan
| | - Yoshihiko Saito
- Department of Neuromuscular Research, National Institute of Neuroscience, National Center of Neurology and Psychiatry (NCNP), Tokyo, Japan
| | - Ichizo Nishino
- Department of Neuromuscular Research, National Institute of Neuroscience, National Center of Neurology and Psychiatry (NCNP), Tokyo, Japan
| | - Madoka Mori-Yoshimura
- Department of Neurology, National Center Hospital, National Center of Neurology and Psychiatry (NCNP), 4-1-1 Ogawa-Higashi, Kodaira, Tokyo, 187-8502, Japan.
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Suriyonplengsaeng C, Dejthevaporn C, Khongkhatithum C, Sanpapant S, Tubthong N, Pinpradap K, Srinark N, Waisayarat J. Immunohistochemistry of sarcolemmal membrane-associated proteins in formalin-fixed and paraffin-embedded skeletal muscle tissue: a promising tool for the diagnostic evaluation of common muscular dystrophies. Diagn Pathol 2017; 12:19. [PMID: 28219397 PMCID: PMC5319042 DOI: 10.1186/s13000-017-0610-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Accepted: 02/10/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The analysis of fresh frozen muscle specimens is standard following routine muscle biopsy, but this service is not widely available in countries with limited medical facilities, such as Thailand. Nevertheless, immunohistochemistry (IHC) analysis is essential for the diagnosis of patients with a strong clinical suspicion of muscular dystrophy, in the absence of mutations detected by molecular genetics. As the successful labelling of sarcolemmal membrane-associated proteins in formalin-fixed and paraffin-embedded (FFPE) muscle sections using IHC staining has rarely been described, this study aimed to develop a reproducible IHC method for such an analysis. METHODS Thirteen cases were studied from the files of the Department of Pathology, Mahidol University. Diagnoses included three Duchenne muscular dystrophy (DMD), one Becker muscular dystrophy (BMD), one dysferlinopathy, and several not-specified muscular dystrophies. IHC was performed on FFPE sections at different thicknesses (3 μm, 5 μm, and 8 μm) using the heat-mediated antigen retrieval method with citrate/EDTA buffer, followed by an overnight incubation with primary antibodies at room temperature. Antibodies against spectrin, dystrophin (rod domain, C-terminus, and N-terminus), dysferlin, sarcoglycans (α, β, and γ), and β-dystroglycan were used. Frozen sections were tested in parallel for comparative analysis. RESULTS Antibodies labelling spectrin, dystrophin (rod domain and C-terminus), dysferlin, sarcoglycans (α, β, and γ), and β-dystroglycan clearly exhibited sarcolemmal staining in FFPE sections. However, staining of FFPE sections using the antibody directed against the N-terminus of dystrophin was unsuccessful. The absence of labeling for dystrophins and dysferlin in FFPE sections was documented in all three DMD patients and the dysferlinopathy patient. The BMD diagnosis could not be made using IHC in FFPE sections alone because of a lack of staining for the dystrophin N-terminus, indicating a limitation of this method. CONCLUSIONS We developed a reliable and reproducible IHC technique using FFPE muscle. This could become a valuable tool for the diagnosis of some muscular dystrophies, dystrophinopathies, sarcoglycanopathies (LGMD2D, LGMD2E, and LGMD2C), and dysferlinopathy, especially in situations where the analysis of fresh frozen muscle samples is not routinely available.
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Affiliation(s)
- Chinnawut Suriyonplengsaeng
- Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, 10400 Thailand
- Department of Anatomy, Faculty of Science, Mahidol University, Bangkok, 10400 Thailand
| | - Charungthai Dejthevaporn
- Division of Neurology, Department of Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, 10400 Thailand
| | - Chaiyos Khongkhatithum
- Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, 10400 Thailand
| | - Suda Sanpapant
- Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, 10400 Thailand
| | - Nattha Tubthong
- Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, 10400 Thailand
| | - Koset Pinpradap
- Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, 10400 Thailand
| | - Nippa Srinark
- Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, 10400 Thailand
| | - Jariya Waisayarat
- Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, 10400 Thailand
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Sánchez-Chapul L, Ángel-Muñoz MD, Ruano-Calderón L, Luna-Angulo A, Coral-Vázquez R, Hernández-Hernández Ó, Magaña JJ, León-Hernández SR, Escobar-Cedillo RE, Vargas S. Dysferlin quantification in monocytes for rapid screening for dysferlinopathies. Muscle Nerve 2016; 54:1064-1071. [PMID: 27104310 DOI: 10.1002/mus.25156] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/18/2016] [Indexed: 12/15/2022]
Abstract
INTRODUCTION In this study, we determined normal levels of dysferlin expression in CD14+ monocytes by flow cytometry (FC) as a screening tool for dysferlinopathies. METHODS Monocytes from 183 healthy individuals and 29 patients were immunolabeled, run on an FACScalibur flow cytometer, and analyzed by FlowJo software. RESULTS The relative quantity of dysferlin was expressed as mean fluorescence intensity (MFI). Performance of this diagnostic test was assessed by calculating likelihood ratios at different MFI cut-off points, which allowed definition of 4 disease classification groups in a simplified algorithm. CONCLUSION The MFI value may differentiate patients with dysferlinopathy from healthy individuals; it may be a useful marker for screening purposes. Muscle Nerve 54: 1064-1071, 2016.
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Affiliation(s)
- Laura Sánchez-Chapul
- División de Neurociencias, Instituto Nacional de Rehabilitación (INR), Calz. Mexico-Xochimilco 289, Col. Arenal de Guadalupe, Del. Tlalpan, 14389, Mexico City, Mexico
| | - Miguel Del Ángel-Muñoz
- División de Neurociencias, Instituto Nacional de Rehabilitación (INR), Calz. Mexico-Xochimilco 289, Col. Arenal de Guadalupe, Del. Tlalpan, 14389, Mexico City, Mexico
| | - Luis Ruano-Calderón
- Subdirección de Enseñanza y Capacitación, Investigación y Calidad en Salud, Secretaría de Salud del Estado de Durango (SSED), Durango City, Mexico
| | - Alexandra Luna-Angulo
- División de Neurociencias, Instituto Nacional de Rehabilitación (INR), Calz. Mexico-Xochimilco 289, Col. Arenal de Guadalupe, Del. Tlalpan, 14389, Mexico City, Mexico
| | - Ramón Coral-Vázquez
- Sección de Posgrado, Escuela Superior de Medicina, Instituto Politécnico Nacional (ESM-IPN), Mexico City, Mexico
| | | | - Jonathan J Magaña
- Laboratorio de Medicina Genómica, Servicio de Genética, (INR), Mexico City, Mexico
| | | | | | - Steven Vargas
- Laboratorio de Patología Experimental, Instituto Nacional de Neurología y Neurocirugía (INNN) "Manuel Velasco Suárez", Mexico City, Mexico
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Canine-Inherited Dystrophinopathies and Centronuclear Myopathies. REGENERATIVE MEDICINE FOR DEGENERATIVE MUSCLE DISEASES 2016. [DOI: 10.1007/978-1-4939-3228-3_12] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Straathof CSM, Van Heusden D, Ippel PF, Post JG, Voermans NC, De Visser M, Brusse E, Van Den Bergen JC, Van Der Kooi AJ, Verschuuren JJGM, Ginjaar HB. Diagnosis of becker muscular dystrophy: Results of Re-analysis of DNA samples. Muscle Nerve 2015; 53:44-8. [PMID: 25900853 DOI: 10.1002/mus.24691] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/14/2015] [Indexed: 11/08/2022]
Abstract
INTRODUCTION The phenotype of Becker muscular dystrophy (BMD) is highly variable, and the disease may be underdiagnosed. We searched for new mutations in the DMD gene in a cohort of previously undiagnosed patients who had been referred in the period 1985-1995. METHODS All requests for DNA analysis of the DMD gene in probands with suspected BMD were re-evaluated. If the phenotype was compatible with BMD, and no deletions or duplications were detected, DNA samples were screened for small mutations. RESULTS In 79 of 185 referrals, no mutation was found. Analysis could be performed on 31 DNA samples. Seven different mutations, including 3 novel ones, were found. Long-term clinical follow-up is described. CONCLUSIONS Refining DNA analysis in previously undiagnosed cases can identify mutations in the DMD gene and provide genetic diagnosis of BMD. A delayed diagnosis can still be valuable for the proband or the relatives of BMD patients.
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Affiliation(s)
- Chiara S M Straathof
- Department of Neurology, Leiden University Medical Center, P.O. Box 9600, 2300RC, Leiden, The Netherlands
| | - Dave Van Heusden
- Department of Clinical Genetics, Leiden University Medical Center, Leiden, The Netherlands
| | - Pieternella F Ippel
- Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jan G Post
- Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Nicol C Voermans
- Department of Neurology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Marianne De Visser
- Department of Neurology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Esther Brusse
- Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Janneke C Van Den Bergen
- Department of Neurology, Leiden University Medical Center, P.O. Box 9600, 2300RC, Leiden, The Netherlands
| | - Anneke J Van Der Kooi
- Department of Neurology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Jan J G M Verschuuren
- Department of Neurology, Leiden University Medical Center, P.O. Box 9600, 2300RC, Leiden, The Netherlands
| | - Hendrika B Ginjaar
- Department of Clinical Genetics, Leiden University Medical Center, Leiden, The Netherlands
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Lin GM, Li YH. Cancer risk among patients with hereditary muscular dystrophies: a population-based study in Taiwan, 1997-2009. CHINESE JOURNAL OF CANCER 2014; 33:256-8. [PMID: 24417876 PMCID: PMC4026546 DOI: 10.5732/cjc.013.10156] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Muscular dystrophies (MD) comprise a heterogeneous group of hereditary myopathic diseases. In this group, myotonic MD is associated with an increased cancer risk. However, the cancer risk in other types of MD is unclear. To address this gap in knowledge, we assessed data obtained from the Taiwan Health Insurance Program database. A total of 1,272 patients with MD diagnosed between 1997 and 2009 were enrolled. They were followed up for cancer during the same period by record linkage with the cancer certification in Taiwan. Age- and sex-standardized incidence ratios (SIRs) of overall and site-specific cancers were calculated. For congenital and progressive hereditary MD, there were 685 and 505 cases (males: 69.5% and 80.6%), the median ages at diagnosis were 16 and 13 years, and the mean follow-up durations were 7.12 and 5.06 years, respectively. In addition, cancers were developed in 10 patients with congenital MD and 3 patients with progressive hereditary MD. Female MD patients exhibited an increased cancer risk, yielding an SIR of 3.37 [95% confidence interval (CI) = 1.38-8.25] in congenital MD and 2.95 (95% CI = 0.95-9.19) in hereditary progressive MD. Site-specific cancer SIRs were not powered to be significantly different. In conclusion, genetic defects in hereditary MD may increase cancer risks in females and a sex difference should be further investigated.
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Affiliation(s)
- Gen-Min Lin
- Department of Public Health, Tzu-Chi University, Hualien, Taiwan.
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The involvement of collagen triple helix repeat containing 1 in muscular dystrophies. THE AMERICAN JOURNAL OF PATHOLOGY 2012; 182:905-16. [PMID: 23274062 DOI: 10.1016/j.ajpath.2012.11.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2012] [Revised: 10/15/2012] [Accepted: 11/01/2012] [Indexed: 11/20/2022]
Abstract
Fibrosis is the main complication of muscular dystrophies. We identified collagen triple helix repeat containing 1 (Cthrc1) in skeletal and cardiac muscles of mice, representing Duchenne and congenital muscle dystrophies (DMD and CMD, respectively), and dysferlinopathy. In all of the mice, Cthrc1 was associated with high collagen type I levels; no Cthrc1 or collagen was observed in muscles of control mice. High levels of Cthrc1 were also observed in biopsy specimens from patients with DMD, in whom they were reversibly correlated with that of β-dystroglycan, whereas collagen type I levels were elevated in all patients with DMD. At the muscle sites where collagen and Cthrc1 were adjacent, collagen fibers appeared smaller, suggesting involvement of Cthrc1 in collagen turnover. Halofuginone, an inhibitor of Smad3 phosphorylation downstream of the transforming growth factor-β signaling, reduced Cthrc1 levels in skeletal and cardiac muscles of mice, representing DMD, CMD, and dysferlinopathy. The myofibroblasts infiltrating the dystrophic muscles of the murine models of DMD, CMD, and dysferlinopathy were the source of Cthrc1. Transforming growth factor-β did not affect Cthrc1 levels in the mdx fibroblasts but decreased them in the control fibroblasts, in association with increased migration of mdx fibroblasts and dystrophic muscle invasion by myofibroblasts. To our knowledge, this is the first demonstration of Cthrc1 as a marker of the severity of the disease progression in the dystrophic muscles, and as a possible target for therapy.
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Thin, a Trim32 ortholog, is essential for myofibril stability and is required for the integrity of the costamere in Drosophila. Proc Natl Acad Sci U S A 2012; 109:17983-8. [PMID: 23071324 DOI: 10.1073/pnas.1208408109] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Myofibril stability is required for normal muscle function and maintenance. Mutations that disrupt myofibril stability result in individuals who develop progressive muscle wasting, or muscular dystrophy, and premature mortality. Here we present our investigations of the Drosophila l(2)thin [l(2)tn] mutant. The "thin" phenotype exhibits features of the human muscular disease phenotype in that tn mutant larvae show progressive muscular degeneration. Loss-of-function and rescue experiments determined that l(2)tn is allelic to the tn locus [previously annotated as both CG15105 and another b-box affiliate (abba)]. tn encodes a TRIM (tripartite motif) containing protein highly expressed in skeletal muscle and is orthologous to the human limb-girdle muscular dystrophy type 2H disease gene Trim32. Thin protein is localized at the Z-disk in muscle, but l(2)tn mutants showed no genetic interaction with mutants affecting the Z-line-associated protein muscle LIM protein 84B. l(2)tn, along with loss-of-function mutants generated for tn, showed no relative mislocalization of the Z-disk proteins α-Actinin and muscle LIM protein 84B. In contrast, tn mutants had significant disorganization of the costameric orthologs β-integrin, Spectrin, Talin, and Vinculin, and we present the initial description for the costamere, a key muscle stability complex, in Drosophila. Our studies demonstrate that myofibrils progressively unbundle in flies that lack Thin function through progressive costamere breakdown. Due to the high conservation of these structures in animals, we demonstrate a previously unknown role for TRIM32 proteins in myofibril stability.
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Kojic S, Radojkovic D, Faulkner G. Muscle ankyrin repeat proteins: their role in striated muscle function in health and disease. Crit Rev Clin Lab Sci 2011; 48:269-94. [DOI: 10.3109/10408363.2011.643857] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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