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Khan M, Khan S, Lohani M, Ahmed MM, Sharma D, Ishrat R, Ahmad S, Sherwani S, Haque S, Bhagwath SS. Assessment of key regulatory genes and identification of possible drug targets for Leprosy (Hansen's disease) using network-based approach. Biotechnol Genet Eng Rev 2023; 39:1143-1162. [PMID: 36696368 DOI: 10.1080/02648725.2023.2168509] [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: 10/07/2022] [Accepted: 01/10/2023] [Indexed: 01/26/2023]
Abstract
Leprosy is a major health concern and continues to be a source of fear and stigma among people worldwide. Despite remarkable achievements in the treatment, understanding of pathogenesis and transmission, epidemiology of leprosy still remains inadequate. The prolonged incubation period, slow rates of occurrence in those exposed and deceptive clinical presentation pose challenges to develop reliable strategies to stop transmission. Hence, there is a need for improved diagnostics and therapies to prevent mortality caused by leprosy. The objectives of this study are to identify significant genes from protein-protein interactions (PPIs) network of leprosy and to choose the most effective therapeutic targets. Fifty genes related with leprosy were discovered by literature mining. These genes were used to construct a primary network. Leading Eigen Vector method was used to break down the primary network into various sub-networks or communities. It was found that the primary network was divided into many sub-networks at the 6 levels. Seed genes were traced at each level till key regulatory genes were identified. Three seed genes, namely, GNAI3, NOTCH1, and HIF1A, were able to make their way till the final motif stage. These genes along with their interacting partners were considered key regulators of the leprosy network. This study provides leprosy-associated key genes which can lead to improved diagnosis and therapies for leprosy patients.
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Affiliation(s)
- Mahvish Khan
- Department of Biology, College of Science, University of Ha'il, Ha'il, Saudi Arabia
| | - Saif Khan
- Department of Basic Dental and Medical Sciences, College of Dentistry, Ha'il University, Ha'il, Saudi Arabia
| | - Mohtashim Lohani
- Department of Emergency Medical Services, College of Applied Medical Sciences, Jazan University, Jazan, Saudi Arabia
| | - Mohd Murshad Ahmed
- Centre for Interdisciplinary Research in Basic Sciences, Jamia Millia Islamia, New Delhi, India
| | - Diksha Sharma
- Centre for Interdisciplinary Research in Basic Sciences, Jamia Millia Islamia, New Delhi, India
| | - Romana Ishrat
- Centre for Interdisciplinary Research in Basic Sciences, Jamia Millia Islamia, New Delhi, India
| | - Saheem Ahmad
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, University of Ha'il, Ha'il, Saudi Arabia
| | - Subuhi Sherwani
- Department of Biology, College of Science, University of Ha'il, Ha'il, Saudi Arabia
| | - Shafiul Haque
- Research and Scientific Studies Unit, College of Nursing & Allied Health Sciences, Jazan University, Jazan, Saudi Arabia
- Gilbert and Rose-Marie Chagoury School of Medicine, Lebanese American University, Beirut, Lebanon
- Centre of Medical and Bio-Allied Health Sciences Research, Ajman University, Ajman, United Arab Emirates
| | - Sundeep S Bhagwath
- Department of Basic Dental and Medical Sciences, College of Dentistry, Ha'il University, Ha'il, Saudi Arabia
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Wang X, Liu Y. Offense and Defense in Granulomatous Inflammation Disease. Front Cell Infect Microbiol 2022; 12:797749. [PMID: 35846773 PMCID: PMC9277142 DOI: 10.3389/fcimb.2022.797749] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Accepted: 05/30/2022] [Indexed: 11/13/2022] Open
Abstract
Granulomatous inflammation (GI) diseases are a group of chronic inflammation disorders characterized by focal collections of multinucleated giant cells, epithelioid cells and macrophages, with or without necrosis. GI diseases are closely related to microbes, especially virulent intracellular bacterial infections are important factors in the progression of these diseases. They employ a range of strategies to survive the stresses imposed upon them and persist in host cells, becoming the initiator of the fighting. Microbe-host communication is essential to maintain functions of a healthy host, so defense capacity of hosts is another influence factor, which is thought to combine to determine the result of the fighting. With the development of gene research technology, many human genetic loci were identified to be involved in GI diseases susceptibility, providing more insights into and knowledge about GI diseases. The current review aims to provide an update on the most recent progress in the identification and characterization of bacteria in GI diseases in a variety of organ systems and clinical conditions, and examine the invasion and escape mechanisms of pathogens that have been demonstrated in previous studies, we also review the existing data on the predictive factors of the host, mainly on genetic findings. These strategies may improve our understanding of the mechanisms underlying GI diseases, and open new avenues for the study of the associated conditions in the future.
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Affiliation(s)
- Xinwen Wang
- Shaanxi Clinical Research Center for Oral Diseases, National Clinical Research Center for Oral Diseases, State Key Laboratory of Military Stomatology, Department of Oral Medicine, School of Stomatology, The Fourth Military Medical University, Xi’an, China
| | - Yuan Liu
- Shaanxi International Joint Research Center for Oral Diseases, State Key Laboratory of Military Stomatology, Department of Histology and Pathology, School of Stomatology, The Fourth Military Medical University, Xi’an, China
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Uaska Sartori PV, Penna GO, Bührer-Sékula S, Pontes MAA, Gonçalves HS, Cruz R, Virmond MCL, Dias-Baptista IMF, Rosa PS, Penna MLF, Medeiros Fava V, Stefani MMA, Távora Mira M. Human Genetic Susceptibility of Leprosy Recurrence. Sci Rep 2020; 10:1284. [PMID: 31992776 PMCID: PMC6987179 DOI: 10.1038/s41598-020-58079-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Accepted: 12/30/2019] [Indexed: 12/30/2022] Open
Abstract
Host genetic susceptibility to leprosy has been intensively investigated over the last decades; however, there are no studies on the role of genetic variants in disease recurrence. A previous initiative identified three recurrent cases of leprosy for which none of the M. leprae strains, as obtained in the first and the second diagnosis, had any known genomic variants associated to resistance to Multidrug therapy; in addition, whole genome sequencing indicated that the same M. leprae was causing two out of the three recurrences. Thus, these individuals were suspected of being particularly susceptible to M. leprae infection, either as relapse or reinfection. To verify this hypothesis, 19 genetic markers distributed across 11 loci (14 genes) classically associated with leprosy were genotyped in the recurrent and in three matching non-recurrent leprosy cases. An enrichment of risk alleles was observed in the recurrent cases, suggesting the existence of a particularly high susceptibility genetic profile among leprosy patients predisposing to disease recurrence.
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Affiliation(s)
- Priscila Verchai Uaska Sartori
- Graduate Program in Health Sciences, School of Medicine, Pontifícia Universidade Católica do Paraná, Rua Imaculada Conceição 1155 - Prado Velho, Curitiba, Paraná, Brazil
| | - Gerson O Penna
- Tropical Medicine Centre, University of Brasília, UnB - Brasília, DF, Brazil
- Campus Universitário Darcy Ribeiro, S/N, Asa Norte, Brasília - DF, CEP, 70.904.970, Brasil
- Escola Fiocruz de Governo, Fiocruz Brasília, Avenida L3 Norte, s/n, Campus Universitário Darcy Ribeiro, Gleba A, Brasília, Brazil
| | - Samira Bührer-Sékula
- Tropical Pathology and Public Health Institute, Federal University of Goiás, Rua 235 - s/n - Setor Universitário - Goiania, Goiania, Goiás, Brazil
| | - Maria A A Pontes
- Dona Libânia Dermatology Centre, R. Pedro I, 1033 - Centro, Fortaleza, Ceará, Brazil
| | - Heitor S Gonçalves
- Dona Libânia Dermatology Centre, R. Pedro I, 1033 - Centro, Fortaleza, Ceará, Brazil
| | - Rossilene Cruz
- Tropical Dermatology and Venerology, Fundação Alfredo da Matta, Av. Codajás, 24 - Cachoeirinha, Manaus, Amazonas, Brazil
| | - Marcos C L Virmond
- Lauro Souza Lima Institute, Rodovia Comandante João Ribeiro de Barros, km 225/226, s/n - Distrito Industrial Marcus Vinícius Feliz Machado, Bauru, São Paulo, Brazil
| | - Ida M F Dias-Baptista
- Lauro Souza Lima Institute, Rodovia Comandante João Ribeiro de Barros, km 225/226, s/n - Distrito Industrial Marcus Vinícius Feliz Machado, Bauru, São Paulo, Brazil
| | - Patricia S Rosa
- Lauro Souza Lima Institute, Rodovia Comandante João Ribeiro de Barros, km 225/226, s/n - Distrito Industrial Marcus Vinícius Feliz Machado, Bauru, São Paulo, Brazil
| | - Maria L F Penna
- Epidemiology and Biostatistics Department, Universidade Federal Fluminense, Rua Marquês do Paraná, 303, Centro, Niterói, Rio de Janeiro, Brazil
| | - Vinicius Medeiros Fava
- Infectious Diseases and Immunity in Global Health (IDIGH) Program at the Research Institute of the McGill University Health Centre (RI-MUHC), 1001 Boulevard Décarie, Bioinformatics suite ES1.5561, H4A 3J1., Montreal, Quebec, Canada
| | - Mariane M A Stefani
- Escola Fiocruz de Governo, Fiocruz Brasília, Avenida L3 Norte, s/n, Campus Universitário Darcy Ribeiro, Gleba A, Brasília, Brazil.
| | - Marcelo Távora Mira
- Graduate Program in Health Sciences, School of Medicine, Pontifícia Universidade Católica do Paraná, Rua Imaculada Conceição 1155 - Prado Velho, Curitiba, Paraná, Brazil.
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Dallmann-Sauer M, Correa-Macedo W, Schurr E. Human genetics of mycobacterial disease. Mamm Genome 2018; 29:523-538. [PMID: 30116885 PMCID: PMC6132723 DOI: 10.1007/s00335-018-9765-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Accepted: 07/23/2018] [Indexed: 12/18/2022]
Abstract
Mycobacterial diseases are caused by members of the genus Mycobacterium, acid-fast bacteria characterized by the presence of mycolic acids within their cell walls. Claiming almost 2 million lives every year, tuberculosis (TB) is the most common mycobacterial disease and is caused by infection with M. tuberculosis and, in rare cases, by M. bovis or M. africanum. The second and third most common mycobacterial diseases are leprosy and buruli ulcer (BU), respectively. Both diseases affect the skin and can lead to permanent sequelae and deformities. Leprosy is caused by the uncultivable M. leprae while the etiological agent of BU is the environmental bacterium M. ulcerans. After exposure to these mycobacterial species, a majority of individuals will not progress to clinical disease and, among those who do, inter-individual variability in disease manifestation and outcome can be observed. Susceptibility to mycobacterial diseases carries a human genetic component and intense efforts have been applied over the past decades to decipher the exact nature of the genetic factors controlling disease susceptibility. While for BU this search was mostly conducted on the basis of candidate genes association studies, genome-wide approaches have been widely applied for TB and leprosy. In this review, we summarize some of the findings achieved by genome-wide linkage, association and transcriptome analyses in TB disease and leprosy and the recent genetic findings for BU susceptibility.
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Affiliation(s)
- Monica Dallmann-Sauer
- Program in Infectious Diseases and Immunity in Global Health, Research Institute, McGill University Health Centre, Montreal, QC, Canada.,The McGill International TB Centre, McGill University, Montreal, QC, Canada.,Departments of Human Genetics and Medicine, Faculty of Medicine, McGill University, Montreal, QC, Canada
| | - Wilian Correa-Macedo
- Program in Infectious Diseases and Immunity in Global Health, Research Institute, McGill University Health Centre, Montreal, QC, Canada.,The McGill International TB Centre, McGill University, Montreal, QC, Canada.,Department of Biochemistry, Faculty of Medicine, McGill University, Montreal, QC, Canada
| | - Erwin Schurr
- Program in Infectious Diseases and Immunity in Global Health, Research Institute, McGill University Health Centre, Montreal, QC, Canada. .,The McGill International TB Centre, McGill University, Montreal, QC, Canada. .,Departments of Human Genetics and Medicine, Faculty of Medicine, McGill University, Montreal, QC, Canada. .,Department of Biochemistry, Faculty of Medicine, McGill University, Montreal, QC, Canada.
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