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Ghosh S, Rana S, Mukherjee S, Roy PK. Insights of infected Schwann cells extinction and inherited randomness in a stochastic model of leprosy. Math Biosci 2024; 376:109281. [PMID: 39159890 DOI: 10.1016/j.mbs.2024.109281] [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: 06/11/2024] [Revised: 07/30/2024] [Accepted: 08/14/2024] [Indexed: 08/21/2024]
Abstract
Investigating disease progression, transmission of infection and impacts of Multidrug Therapy (MDT) to inhibit demyelination in leprosy involves a certain amount of difficulty in terms of the in-built uncertain complicated and complex intracellular cell dynamical interactions. To tackle this scenario and to elucidate a more realistic, rationalistic approach of examining the infection mechanism and associated drug therapeutic interventions, we propose a four-dimensional ordinary differential equation-based model. Stochastic processes has been employed on this deterministic system by formulating the Kolmogorov forward equation introducing a transition state and the quasi-stationary distribution, exact distribution analysis have been investigated which allow us to estimate an expected time to extinction of the infected Schwann cells into the human body more prominently. Additionally, to explore the impact of uncertainty in the key intracellular factors, the stochastic system is investigated incorporating random perturbations and environmental noises in the disease dissemination, proliferation and reinfection rates. Rigorous numerical simulations validating the analytical outcomes provide us significant novel insights on the progression of leprosy and unravelling the existing major treatment complexities. Analytical experiments along with the simulations utilizing Monte-Carlo method and Euler-Maruyama scheme involving stochasticity predicts that the bacterial density is underestimated due to the recurrence of infection and suggests that maintaining a drug-efficacy rate in the range 0.6-0.8 would be substantially efficacious in eradicating leprosy.
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Affiliation(s)
- Salil Ghosh
- Centre for Mathematical Biology and Ecology, Department of Mathematics, Jadavpur University, Kolkata 700032, India
| | - Sourav Rana
- Department of Statistics, Visva-Bharati University, Santiniketan 731235, West Bengal, India
| | - Satyajit Mukherjee
- Centre for Mathematical Biology and Ecology, Department of Mathematics, Jadavpur University, Kolkata 700032, India
| | - Priti Kumar Roy
- Centre for Mathematical Biology and Ecology, Department of Mathematics, Jadavpur University, Kolkata 700032, India.
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Wahyuni LK, Nelfidayani N, Harini M, Anestherita F, Wardhani RK, Menaldi SL, Irawati Y, Rahayu T, Andayani G, Daniel H, Savitri I, Hariyanto PKY, Paramita IA. The International Classification of Functioning, Disability and Health to map leprosy-related disability in rural and remote areas in Indonesia. PLoS Negl Trop Dis 2024; 18:e0011539. [PMID: 38771890 PMCID: PMC11161106 DOI: 10.1371/journal.pntd.0011539] [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: 07/20/2023] [Revised: 06/07/2024] [Accepted: 03/29/2024] [Indexed: 05/23/2024] Open
Abstract
The International Classification of Function, Disability, and Health (ICF-WHO, 2001) recognizes several dimensions of disability, such as body structure and function (and impairment thereof), activity (and activity restrictions) and participation (and participation restriction) and their interactions with contextual factor (personal and environmental). In this study, we map and analyse the relationship between the components of ICF in leprosy patients from two rural areas in Indonesia: Lewoleba (East Nusa Tenggara) and Likupang (North Minahasa). This study was part of a community outreach program by the KATAMATAKU team from Universitas Indonesia. The body structure was graded using the WHO hand and feet disability grade and the number of enlarged nerves, while the body function was measured by the Jebsen Taylor Hand Function Test (JTT) and Timed-up and Go (TUG). Activity limitation and participation restriction were measured using the Screening Activity Limitation Safety Awareness (SALSA) Scale and Participation Scale (P-scale), respectively. There were 177 leprosy patients from the two regions and 150 patients with complete data were included in the analysis. We found 82% (95% CI: 75.08%-87.32%) of subjects with multibacillary leprosy, 10.67% (95% CI: 6.67%-16.62%) of subjects with grade 2 WHO hand disability, and 9.33% (95% CI: 5.64%-15.06%) of subjects with grade 2 WHO foot disability. Assessment using the SALSA Scale showed 29.33% of subjects with limitation activity and 11.33% with participation restriction. Age was shown to have positive correlations with SALSA, JTT, and TUG. Inter-dimensional analysis showed that the SALSA scale had significant positive correlations with the number of nerve enlargements, P-scale, JTT, and TUG. SALSA scores of grade 2 WHO hand and foot disability were also significantly higher than grades 1 and 0. The participation scale also had a positive correlation with JTT but not TUG. Hand disability seemed to affect societal participation while foot did not. We used the ICF to describe and analyse dimensions of leprosy-related disability in Indonesia.
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Affiliation(s)
- Luh Karunia Wahyuni
- Department of Physical Medicine and Rehabilitation, Faculty of Medicine Universitas Indonesia, dr. Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Nelfidayani Nelfidayani
- Department of Physical Medicine and Rehabilitation, Faculty of Medicine Universitas Indonesia, dr. Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Melinda Harini
- Department of Physical Medicine and Rehabilitation, Faculty of Medicine Universitas Indonesia, dr. Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Fitri Anestherita
- Department of Physical Medicine and Rehabilitation, Faculty of Medicine Universitas Indonesia, dr. Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Rizky Kusuma Wardhani
- Department of Physical Medicine and Rehabilitation, Faculty of Medicine Universitas Indonesia, dr. Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Sri Linuwih Menaldi
- Department of Dermatology and Venereology, Faculty of Medicine Universitas Indonesia, dr. Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Yunia Irawati
- Department of Ophthalmology, Faculty of Medicine Universitas Indonesia, dr. Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Tri Rahayu
- Department of Ophthalmology, Faculty of Medicine Universitas Indonesia, dr. Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Gitalisa Andayani
- Department of Ophthalmology, Faculty of Medicine Universitas Indonesia, dr. Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Hisar Daniel
- Department of Ophthalmology, Faculty of Medicine Universitas Indonesia, dr. Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Intan Savitri
- Department of Physical Medicine and Rehabilitation, Faculty of Medicine Universitas Indonesia, dr. Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Petrus Kanisius Yogi Hariyanto
- Department of Physical Medicine and Rehabilitation, Faculty of Medicine Universitas Indonesia, dr. Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Isabela Andhika Paramita
- Department of Physical Medicine and Rehabilitation, Faculty of Medicine Universitas Indonesia, dr. Cipto Mangunkusumo Hospital, Jakarta, Indonesia
- Genomik Solidaritas Indonesia (GSI) Laboratory, Jakarta, Indonesia
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Serum Levels of Ficolin-3 and Mannose-Binding Lectin in Patients with Leprosy and Their Family Contacts in a Hyperendemic Region in Northeastern Brazil. Trop Med Infect Dis 2022; 7:tropicalmed7050071. [PMID: 35622698 PMCID: PMC9145322 DOI: 10.3390/tropicalmed7050071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 04/28/2022] [Accepted: 05/05/2022] [Indexed: 02/01/2023] Open
Abstract
The present study aimed at analyzing the serum levels of mannose-binding lectin (MBL) and ficolin-3 (FCN3) in leprosy patients and their healthy family contacts in a hyperendemic region in northeastern Brazil. A cross-sectional study was carried out with 90 patients who had been diagnosed with leprosy and 79 healthy family contacts. Serum levels of the MBL and FCN3 proteins were measured using the immunofluorometric assay (ELISA). Clinical information was determined from the patients’ charts. It was observed that the leprosy patients were more likely to be male (OR = 2.17; p = 0.01) and younger than fifteen years of age (OR = 2.01; p = 0.03) when compared to the family contacts. Those under 15 years of age had higher levels of MBL (4455 ng/mL) than those over 15 years of age (2342 ng/mL; p = 0.018). Higher FCN3 levels were identified in patients with indeterminate leprosy (41.9 µg/mL) compared to those with the lepromatous form (34.3 µg/mL; p = 0.033) and in those with no physical disabilities (38.1 µg/mL) compared to those with some disability (p = 0.031). Higher FCN3 levels were also observed in the group of patients without leprosy reactions (37.4 µg/mL) compared to those with type 1 (33.7 µg/mL) and type 2 (36.1 µg/mL) reactions. The MBL levels were higher in children under 15 years of age than they were in adults. It was evidenced that higher FCN3 serum levels were associated with early and transient clinical forms and lower expression in severe forms of leprosy.
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Chaves LL, Patriota Y, Soares-Sobrinho JL, Vieira ACC, Lima SAC, Reis S. Drug Delivery Systems on Leprosy Therapy: Moving Towards Eradication? Pharmaceutics 2020; 12:E1202. [PMID: 33322356 PMCID: PMC7763250 DOI: 10.3390/pharmaceutics12121202] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 11/28/2020] [Accepted: 12/04/2020] [Indexed: 11/16/2022] Open
Abstract
Leprosy disease remains an important public health issue as it is still endemic in several countries. Mycobacterium leprae, the causative agent of leprosy, presents tropism for cells of the reticuloendothelial and peripheral nervous system. Current multidrug therapy consists of clofazimine, dapsone and rifampicin. Despite significant improvements in leprosy treatment, in most programs, successful completion of the therapy is still sub-optimal. Drug resistance has emerged in some countries. This review discusses the status of leprosy disease worldwide, providing information regarding infectious agents, clinical manifestations, diagnosis, actual treatment and future perspectives and strategies on targets for an efficient targeted delivery therapy.
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Affiliation(s)
- Luíse L. Chaves
- Laboratório Associado para a Química Verde, Rede de Química e Tecnologia, Departamento de Ciências Químicas, Faculdade de Farmácia, Universidade do Porto, 4050-313 Porto, Portugal; (A.C.C.V.); (S.A.C.L.)
- Núcleo de Controle de Qualidade de Medicamentos e Correlatos, Universidade Federal de Pernambuco, Recife 50740-521, Brazil; (Y.P.); (J.L.S.-S.)
| | - Yuri Patriota
- Núcleo de Controle de Qualidade de Medicamentos e Correlatos, Universidade Federal de Pernambuco, Recife 50740-521, Brazil; (Y.P.); (J.L.S.-S.)
| | - José L. Soares-Sobrinho
- Núcleo de Controle de Qualidade de Medicamentos e Correlatos, Universidade Federal de Pernambuco, Recife 50740-521, Brazil; (Y.P.); (J.L.S.-S.)
| | - Alexandre C. C. Vieira
- Laboratório Associado para a Química Verde, Rede de Química e Tecnologia, Departamento de Ciências Químicas, Faculdade de Farmácia, Universidade do Porto, 4050-313 Porto, Portugal; (A.C.C.V.); (S.A.C.L.)
- Laboratório de Tecnologia dos Medicamentos, Universidade Federal de Pernambuco, Recife 50740-521, Brazil
| | - Sofia A. Costa Lima
- Laboratório Associado para a Química Verde, Rede de Química e Tecnologia, Departamento de Ciências Químicas, Faculdade de Farmácia, Universidade do Porto, 4050-313 Porto, Portugal; (A.C.C.V.); (S.A.C.L.)
- Cooperativa de Ensino Superior Politécnico e Universitário, Instituto Universitário de Ciências da Saúde, 4585-116 Gandra, Portugal
| | - Salette Reis
- Laboratório Associado para a Química Verde, Rede de Química e Tecnologia, Departamento de Ciências Químicas, Faculdade de Farmácia, Universidade do Porto, 4050-313 Porto, Portugal; (A.C.C.V.); (S.A.C.L.)
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Abstract
In recent years, advances in medical diagnosis and treatment have greatly attracted our attention, whereas some rare diseases, such as leprosy, have not found a place in the medical education curriculum; their existence may even be forgotten. Although the prevalence and incidence rates for leprosy have been significantly reduced as a result of the control strategies of the World Health Organization, new cases still appear. A total of 214,783 new cases were reported from 143 countries during 2016, corresponding to the global new-case detection rate of 2.9 per 100,000 population. Leprosy proves to be a very interesting model due to its immunologic properties. It joins with syphilis, mycosis fungoides, cutaneous tuberculosis, and sarcoidosis as one of the great imitators. The diagnosis of leprosy can be simple and practical, but considering the diagnosis of leprosy in the differential diagnosis is the first requisite again.
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Affiliation(s)
- Nihal Kundakci
- Ankara University School of Medicine, Department of Dermatology, Ankara, Turkey
| | - Cengizhan Erdem
- Ankara University School of Medicine, Department of Dermatology, Ankara, Turkey.
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de Santana JF, da Silva MR, Picheth GF, Yamanaka IB, Fogaça RL, Thomaz-Soccol V, Machado-de-Avila RA, Chávez-Olórtegui C, Sierakowski MR, de Freitas RA, Alvarenga LM, de Moura J. Engineered biomarkers for leprosy diagnosis using labeled and label-free analysis. Talanta 2018; 187:165-171. [DOI: 10.1016/j.talanta.2018.05.027] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2018] [Revised: 05/07/2018] [Accepted: 05/07/2018] [Indexed: 12/12/2022]
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Chaves LL, Costa Lima SA, Vieira ACC, Barreiros L, Segundo MA, Ferreira D, Sarmento B, Reis S. Nanosystems as modulators of intestinal dapsone and clofazimine delivery. Biomed Pharmacother 2018; 103:1392-1396. [PMID: 29864923 DOI: 10.1016/j.biopha.2018.04.195] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Revised: 04/27/2018] [Accepted: 04/29/2018] [Indexed: 12/21/2022] Open
Abstract
The aim of this work was to assess the feasibility of drug nanosystems combination for oral therapy of multibacillary leprosy. The anti-leprotic drugs dapsone (DAP) and clofazimine (CLZ) were incorporated within polymeric nanosystems and studied per se and in combination. DAP was loaded in Eudragit L100 nanoparticles (NPs-DAP) while CLZ was loaded in (poly(lactic-co-glycolic acid) (NPs-CLZ). The nanosystems exhibited around 200 nm in size and a drug loading of 12% for each drug. In vitro cytotoxicity on intestinal Caco-2 cells revealed that after 8 h incubation, DAP alone and within NPs were not toxic up to 100 μg mL-1, while CLZ per se was toxic, reducing cell viability to 30% at 50 μg mL-1. Caco-2 exposed to the combination of NPs-DAP (100 μg mL-1) and NPs-CLZ (50 μg mL-1) exhibited 80% of viability. Caco-2 monolayer permeability assays revealed that DAP and CLZ in the nanosystems per se or in NPs-DAP/ NPs-CLZ combination crossed the intestinal barrier. No significant differences were observed between the single nanosystems or in combination with the apparent permeability values and the amount of permeated drug. Thus, the NPs-DAP/NPs-CLZ combination seems to be a promising platform to deliver both drugs in association, representing an important step towards the improvement of multibacillary leprosy therapy.
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Affiliation(s)
- Luíse L Chaves
- LAQV, REQUIMTE, Departamento de Ciências Químicas, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal
| | - Sofia A Costa Lima
- LAQV, REQUIMTE, Departamento de Ciências Químicas, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal; CESPU, Instituto de Investigacão e Formacão Avançada em Ciências e Tecnologias da Saúde, Instituto Universitário de Ciências da Saúde, Portugal
| | - Alexandre C C Vieira
- LAQV, REQUIMTE, Departamento de Ciências Químicas, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal
| | - Luísa Barreiros
- LAQV, REQUIMTE, Departamento de Ciências Químicas, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal
| | - Marcela A Segundo
- LAQV, REQUIMTE, Departamento de Ciências Químicas, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal
| | - Domingos Ferreira
- UCIBIO, REQUIMTE, Laboratório de Tecnologia Farmacêutica, Faculdade de Farmácia, Universidade do Porto,Portugal
| | - Bruno Sarmento
- CESPU, Instituto de Investigacão e Formacão Avançada em Ciências e Tecnologias da Saúde, Instituto Universitário de Ciências da Saúde, Portugal; I3S, Instituto de Investigacão e Inovacão em Saúde, Universidade do Porto, Portugal; INEB - Instituto de Engenharia Biomédica, Universidade do Porto, Portugal
| | - Salette Reis
- LAQV, REQUIMTE, Departamento de Ciências Químicas, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal.
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de Sousa JR, Sotto MN, Simões Quaresma JA. Leprosy As a Complex Infection: Breakdown of the Th1 and Th2 Immune Paradigm in the Immunopathogenesis of the Disease. Front Immunol 2017; 8:1635. [PMID: 29234318 PMCID: PMC5712391 DOI: 10.3389/fimmu.2017.01635] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Accepted: 11/09/2017] [Indexed: 12/15/2022] Open
Abstract
Leprosy is a chronic infectious disease whose evolution involves complex immune mechanisms of the host that influence the clinical presentation of the disease. For many years, the main interpretation of the host defense response was based on characterization of the established immune paradigm between T helper (Th) 1 and Th2 lymphocytes. However, with advances in the knowledge of immunology, new approaches have emerged along with the development of new immunological pathways that have changed the interpretation of the long-established paradigm of the polar forms of the disease, especially with the identification of new subtypes of T lymphocytes such as Th9, Th17, Th22, and Tregs. Thus, this review discusses the role of these new subtypes of T helper lymphocytes and how the development of the immune response of these cells modifies the pattern of the Th1/Th2 response in the immunopathogenesis of leprosy.
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Affiliation(s)
| | - Mirian Nacagami Sotto
- Faculty of Medicine, Department of Pathology, Sao Paulo University, São Paulo, Brazil
| | - Juarez Antonio Simões Quaresma
- Tropical Medicine Center, Federal University of Pará, Belém, Brazil.,Center of Biological and Health Sciences, State University of Pará, Belém, Brazil
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Leprosy—An intriguing disease. Clin Dermatol 2015; 33:1-2. [DOI: 10.1016/j.clindermatol.2014.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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