1
|
Wilkin S, Lanigan LT, Montes N, Sharma M, Avanzi C, Sejdiu D, Majander K, Pfrengle S, Chiang Y, Kunz L, Dittmann A, Rühli F, Singh P, Coll MF, Collins MJ, Taurozzi AJ, Schuenemann VJ. Sequential trypsin and ProAlanase digestions unearth immunological protein biomarkers shrouded by skeletal collagen. iScience 2024; 27:109663. [PMID: 38655200 PMCID: PMC11035369 DOI: 10.1016/j.isci.2024.109663] [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: 03/17/2023] [Revised: 09/30/2023] [Accepted: 04/02/2024] [Indexed: 04/26/2024] Open
Abstract
This study investigates the efficacy of proteomic analysis of human remains to identify active infections in the past through the detection of pathogens and the host response to infection. We advance leprosy as a case study due to the sequestering of sufferers in leprosaria and the suggestive skeletal lesions that can result from the disease. Here we present a sequential enzyme extraction protocol, using trypsin followed by ProAlanase, to reduce the abundance of collagen peptides and in so doing increase the detection of non-collagenous proteins. Through our study of five individuals from an 11th to 18th century leprosarium, as well as four from a contemporaneous non-leprosy associated cemetery in Barcelona, we show that samples from 2 out of 5 leprosarium individuals extracted with the sequential digestion methodology contain numerous host immune proteins associated with modern leprosy. In contrast, individuals from the non-leprosy associated cemetery and all samples extracted with a trypsin-only protocol did not. Through this study, we advance a palaeoproteomic methodology to gain insights into the health of archaeological individuals and take a step toward a proteomics-based method to study immune responses in past populations.
Collapse
Affiliation(s)
- Shevan Wilkin
- Institute of Evolutionary Medicine, University of Zurich, Zurich, Switzerland
- Max Planck Institute of Geoanthropology, Jena, Germany
- Australian Research Centre for Human Evolution, Griffith University, Brisbane, QLD, Australia
| | - Liam T. Lanigan
- Globe Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Nuria Montes
- Unitat d'Antropologia Biològica, Departament de Biologia Animal, Biologia Vegetal i Ecologia, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Mukul Sharma
- Microbial Pathogenesis and Genomics, National Institute of Research in Tribal Health, Jabalpur, MP, India
| | - Charlotte Avanzi
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, CO, USA
| | - Donikë Sejdiu
- Institute of Evolutionary Medicine, University of Zurich, Zurich, Switzerland
| | - Kerttu Majander
- Institute of Evolutionary Medicine, University of Zurich, Zurich, Switzerland
| | - Saskia Pfrengle
- Institute of Evolutionary Medicine, University of Zurich, Zurich, Switzerland
- Institute for Archaeological Sciences, University of Tübingen, Tübingen, Germany
| | - Yun Chiang
- Globe Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Laura Kunz
- Functional Genomics Center Zurich, University of Zurich, Zurich, Switzerland
| | - Antje Dittmann
- Functional Genomics Center Zurich, University of Zurich, Zurich, Switzerland
| | - Frank Rühli
- Institute of Evolutionary Medicine, University of Zurich, Zurich, Switzerland
| | - Pushpendra Singh
- Microbial Pathogenesis and Genomics, National Institute of Research in Tribal Health, Jabalpur, MP, India
- Model Rural Health Research Unit, Badoni, Datia (MP), India
| | | | - Matthew J. Collins
- Globe Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- McDonald Institute for Archaeological Research, University of Cambridge, West Tower, Downing St, Cambridge CB2 3ER, UK
| | - Alberto J. Taurozzi
- Globe Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | | |
Collapse
|
2
|
Zhou Q, Shi P, Shi WD, Gao J, Wu YC, Wan J, Yan LL, Zheng Y. Identification of potential biomarkers of leprosy: A study based on GEO datasets. PLoS One 2024; 19:e0302753. [PMID: 38739634 PMCID: PMC11090354 DOI: 10.1371/journal.pone.0302753] [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: 08/17/2023] [Accepted: 04/11/2024] [Indexed: 05/16/2024] Open
Abstract
Leprosy has a high rate of cripplehood and lacks available early effective diagnosis methods for prevention and treatment, thus novel effective molecule markers are urgently required. In this study, we conducted bioinformatics analysis with leprosy and normal samples acquired from the GEO database(GSE84893, GSE74481, GSE17763, GSE16844 and GSE443). Through WGCNA analysis, 85 hub genes were screened(GS > 0.7 and MM > 0.8). Through DEG analysis, 82 up-regulated and 3 down-regulated genes were screened(|Log2FC| > 3 and FDR < 0.05). Then 49 intersection genes were considered as crucial and subjected to GO annotation, KEGG pathway and PPI analysis to determine the biological significance in the pathogenesis of leprosy. Finally, we identified a gene-pathway network, suggesting ITK, CD48, IL2RG, CCR5, FGR, JAK3, STAT1, LCK, PTPRC, CXCR4 can be used as biomarkers and these genes are active in 6 immune system pathways, including Chemokine signaling pathway, Th1 and Th2 cell differentiation, Th17 cell differentiation, T cell receptor signaling pathway, Natural killer cell mediated cytotoxicity and Leukocyte transendothelial migration. We identified 10 crucial gene markers and related important pathways that acted as essential components in the etiology of leprosy. Our study provides potential targets for diagnostic biomarkers and therapy of leprosy.
Collapse
Affiliation(s)
- Qun Zhou
- Wuhan Dermatology Prevention Hospital, Wuhan, Hubei, P. R. China
| | - Ping Shi
- Wuhan Dermatology Prevention Hospital, Wuhan, Hubei, P. R. China
| | - Wei dong Shi
- Wuhan Dermatology Prevention Hospital, Wuhan, Hubei, P. R. China
| | - Jun Gao
- Wuhan Dermatology Prevention Hospital, Wuhan, Hubei, P. R. China
| | - Yi chen Wu
- Wuhan Dermatology Prevention Hospital, Wuhan, Hubei, P. R. China
| | - Jing Wan
- Wuhan Dermatology Prevention Hospital, Wuhan, Hubei, P. R. China
| | - Li li Yan
- Wuhan Dermatology Prevention Hospital, Wuhan, Hubei, P. R. China
| | - Yi Zheng
- Wuhan Dermatology Prevention Hospital, Wuhan, Hubei, P. R. China
| |
Collapse
|
3
|
Jacobs JW, Adkins BD, Bibb LA, Stephens LD, Woo JS, Bloch EM, Booth GS. New threats from an old foe: Evaluating the risk to the blood supply due to increasing incidence and endemicity of leprosy in the United States. Transfus Apher Sci 2024; 63:103877. [PMID: 38242725 DOI: 10.1016/j.transci.2024.103877] [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: 09/14/2023] [Revised: 01/08/2024] [Accepted: 01/10/2024] [Indexed: 01/21/2024]
Abstract
Leprosy (i.e., Hansen's disease) is a chronic disease secondary to infection with either Mycobacterium leprae or M. lepromatosis. While the incidence of this disease is decreasing across the world, there is mounting evidence that it might be increasing, and becoming endemic, in the United States. Leprosy was once considered a potential threat to the blood supply, and while this threat has not borne out, it is worth revisiting the available data to assess whether it may pose a threat in the future. Herein, we discuss the evidence for and against the potential for transfusion-transmission of leprosy, and highlight future areas of research to further elucidate this possibility.
Collapse
Affiliation(s)
- Jeremy W Jacobs
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
| | - Brian D Adkins
- Department of Pathology, University of Texas Southwestern, Dallas, TX USA3, USA
| | - Lorin A Bibb
- Department of Dermatology, Mayo Clinic, Rochester, MN, USA
| | - Laura D Stephens
- Department of Pathology, University of California San Diego, La Jolla, CA, USA
| | - Jennifer S Woo
- Department of Pathology, City of Hope National Medical Center, Irvine, CA, USA
| | - Evan M Bloch
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Garrett S Booth
- Department of Pathology, Microbiology & Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| |
Collapse
|
4
|
Cerqueira DDN, Pereira ALS, da Costa AEC, de Souza TJ, de Sousa Fernandes MS, Souto FO, Santos PDA. Xenophagy as a Strategy for Mycobacterium leprae Elimination during Type 1 or Type 2 Leprosy Reactions: A Systematic Review. Pathogens 2023; 12:1455. [PMID: 38133338 PMCID: PMC10747110 DOI: 10.3390/pathogens12121455] [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: 10/28/2023] [Revised: 12/13/2023] [Accepted: 12/13/2023] [Indexed: 12/23/2023] Open
Abstract
BACKGROUND Mycobacterium leprae is an intracellular bacillus that causes leprosy, a neglected disease that affects macrophages and Schwann cells. Leprosy reactions are acute inflammatory responses to mycobacterial antigens, classified as type1 (T1R), a predominant cellular immune response, or type2 (T2R), a humoral phenomenon, leading to a high number of bacilli in infected cells and nerve structures. Xenophagy is a type of selective autophagy that targets intracellular bacteria for lysosomal degradation; however, its immune mechanisms during leprosy reactions are still unclear. This review summarizes the relationship between the autophagic process and M. leprae elimination during leprosy reactions. METHODS Three databases, PubMed/Medline (n = 91), Scopus (n = 73), and ScienceDirect (n = 124), were searched. After applying the eligibility criteria, articles were selected for independent peer reviewers in August 2023. RESULTS From a total of 288 studies retrieved, eight were included. In multibacillary (MB) patients who progressed to T1R, xenophagy blockade and increased inflammasome activation were observed, with IL-1β secretion before the reactional episode occurrence. On the other hand, recent data actually observed increased IL-15 levels before the reaction began, as well as IFN-γ production and xenophagy induction. CONCLUSION Our search results showed a dichotomy in the T1R development and their relationship with xenophagy. No T2R studies were found.
Collapse
Affiliation(s)
- Débora Dantas Nucci Cerqueira
- Department of Immunology, Keizo Asami Institute-iLIKA, Federal University of Pernambuco-UFPE, Recife 50670-901, Pernambuco, Brazil; (D.D.N.C.); (A.L.S.P.); (A.E.C.d.C.); (M.S.d.S.F.); (F.O.S.)
- Postgraduate Program in Biology Applied to Health-PPGBAS, Federal University of Pernambuco-UFPE, Recife 50670-901, Pernambuco, Brazil
| | - Ana Letícia Silva Pereira
- Department of Immunology, Keizo Asami Institute-iLIKA, Federal University of Pernambuco-UFPE, Recife 50670-901, Pernambuco, Brazil; (D.D.N.C.); (A.L.S.P.); (A.E.C.d.C.); (M.S.d.S.F.); (F.O.S.)
| | - Ana Elisa Coelho da Costa
- Department of Immunology, Keizo Asami Institute-iLIKA, Federal University of Pernambuco-UFPE, Recife 50670-901, Pernambuco, Brazil; (D.D.N.C.); (A.L.S.P.); (A.E.C.d.C.); (M.S.d.S.F.); (F.O.S.)
| | - Tarcísio Joaquim de Souza
- Life Sciences Center-NCV, Agreste Academic Center-CAA, Federal University of Pernambuco-UFPE, Caruaru 55014-900, Pernambuco, Brazil;
| | - Matheus Santos de Sousa Fernandes
- Department of Immunology, Keizo Asami Institute-iLIKA, Federal University of Pernambuco-UFPE, Recife 50670-901, Pernambuco, Brazil; (D.D.N.C.); (A.L.S.P.); (A.E.C.d.C.); (M.S.d.S.F.); (F.O.S.)
- Postgraduate Program in Biology Applied to Health-PPGBAS, Federal University of Pernambuco-UFPE, Recife 50670-901, Pernambuco, Brazil
| | - Fabrício Oliveira Souto
- Department of Immunology, Keizo Asami Institute-iLIKA, Federal University of Pernambuco-UFPE, Recife 50670-901, Pernambuco, Brazil; (D.D.N.C.); (A.L.S.P.); (A.E.C.d.C.); (M.S.d.S.F.); (F.O.S.)
- Postgraduate Program in Biology Applied to Health-PPGBAS, Federal University of Pernambuco-UFPE, Recife 50670-901, Pernambuco, Brazil
- Life Sciences Center-NCV, Agreste Academic Center-CAA, Federal University of Pernambuco-UFPE, Caruaru 55014-900, Pernambuco, Brazil;
| | - Patrícia d’Emery Alves Santos
- Department of Immunology, Keizo Asami Institute-iLIKA, Federal University of Pernambuco-UFPE, Recife 50670-901, Pernambuco, Brazil; (D.D.N.C.); (A.L.S.P.); (A.E.C.d.C.); (M.S.d.S.F.); (F.O.S.)
- Postgraduate Program in Biology Applied to Health-PPGBAS, Federal University of Pernambuco-UFPE, Recife 50670-901, Pernambuco, Brazil
- Life Sciences Center-NCV, Agreste Academic Center-CAA, Federal University of Pernambuco-UFPE, Caruaru 55014-900, Pernambuco, Brazil;
| |
Collapse
|
5
|
de Souza FG, da Silva MB, de Araújo GS, Silva CS, Pinheiro AHG, Cáceres-Durán MÁ, Santana-da-Silva MN, Pinto P, Gobbo AR, da Costa PF, Salgado CG, Ribeiro-Dos-Santos Â, Cavalcante GC. Whole mitogenome sequencing uncovers a relation between mitochondrial heteroplasmy and leprosy severity. Hum Genomics 2023; 17:110. [PMID: 38062538 PMCID: PMC10704783 DOI: 10.1186/s40246-023-00555-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 11/15/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND In recent years, the mitochondria/immune system interaction has been proposed, so that variants of mitochondrial genome and levels of heteroplasmy might deregulate important metabolic processes in fighting infections, such as leprosy. METHODS We sequenced the whole mitochondrial genome to investigate variants and heteroplasmy levels, considering patients with different clinical forms of leprosy and household contacts. After sequencing, a specific pipeline was used for preparation and bioinformatics analysis to select heteroplasmic variants. RESULTS We found 116 variants in at least two of the subtypes of the case group (Borderline Tuberculoid, Borderline Lepromatous, Lepromatous), suggesting a possible clinical significance to these variants. Notably, 15 variants were exclusively found in these three clinical forms, of which five variants stand out for being missense (m.3791T > C in MT-ND1, m.5317C > A in MT-ND2, m.8545G > A in MT-ATP8, m.9044T > C in MT-ATP6 and m.15837T > C in MT-CYB). In addition, we found 26 variants shared only by leprosy poles, of which two are characterized as missense (m.4248T > C in MT-ND1 and m.8027G > A in MT-CO2). CONCLUSION We found a significant number of variants and heteroplasmy levels in the leprosy patients from our cohort, as well as six genes that may influence leprosy susceptibility, suggesting for the first time that the mitogenome might be involved with the leprosy process, distinction of clinical forms and severity. Thus, future studies are needed to help understand the genetic consequences of these variants.
Collapse
Affiliation(s)
- Felipe Gouvea de Souza
- Laboratório de Genética Humana e Médica, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, PA, 66075-110, Brazil
| | - Moisés Batista da Silva
- Laboratório de Dermato-Imunologia, Instituto de Ciências Biológicas, Universidade Federal do Pará, Marituba, PA, 67105-290, Brazil
| | - Gilderlanio S de Araújo
- Laboratório de Genética Humana e Médica, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, PA, 66075-110, Brazil
| | - Caio S Silva
- Laboratório de Genética Humana e Médica, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, PA, 66075-110, Brazil
| | - Andrey Henrique Gama Pinheiro
- Laboratório de Genética Humana e Médica, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, PA, 66075-110, Brazil
| | - Miguel Ángel Cáceres-Durán
- Laboratório de Genética Humana e Médica, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, PA, 66075-110, Brazil
| | - Mayara Natália Santana-da-Silva
- Laboratório de Genética Humana e Médica, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, PA, 66075-110, Brazil
| | - Pablo Pinto
- Laboratório de Genética Humana e Médica, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, PA, 66075-110, Brazil
| | - Angélica Rita Gobbo
- Laboratório de Dermato-Imunologia, Instituto de Ciências Biológicas, Universidade Federal do Pará, Marituba, PA, 67105-290, Brazil
| | - Patrícia Fagundes da Costa
- Laboratório de Dermato-Imunologia, Instituto de Ciências Biológicas, Universidade Federal do Pará, Marituba, PA, 67105-290, Brazil
| | - Claudio Guedes Salgado
- Laboratório de Dermato-Imunologia, Instituto de Ciências Biológicas, Universidade Federal do Pará, Marituba, PA, 67105-290, Brazil
| | - Ândrea Ribeiro-Dos-Santos
- Laboratório de Genética Humana e Médica, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, PA, 66075-110, Brazil.
| | - Giovanna C Cavalcante
- Laboratório de Genética Humana e Médica, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, PA, 66075-110, Brazil.
| |
Collapse
|
6
|
Pitta IJR, Angst DBM, Pinheiro RO, Vieira JSDS, Spitz CN, Andrade LR, Carvalho LB, Hacker MA, Sarno EN, Jardim MR. Cytokines profile in pure neural leprosy. Front Immunol 2023; 14:1272471. [PMID: 38116016 PMCID: PMC10728593 DOI: 10.3389/fimmu.2023.1272471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 11/20/2023] [Indexed: 12/21/2023] Open
Abstract
Introduction Pure Neural Leprosy (PNL) is a form of this long time known disease that affects only the peripheral nervous system. Since it is a rare form of the disease, its pathophisiology is still poorly understood. Objective Describe the cytokines profile in patients with PNL. Methods 30 Patients diagnosed with PNL in the Souza Araujo Outpatient Clinic and with cytokines evaluated were selected. They were evaluated by neurologists and diagnosed after a nerve biopsy. Serum levels of IL-1 β, IL-6, IL-10, IL-17, TNF, CCL-2/MCP-1, IFN-ϒ, CXCL-10/IP-10 and TGF-β were evaluates at the moment of the diagnosis. Results Neural thickening was a common clinical finding in this groups of patients. Small and medium sensitive fibers signs and symptoms were present in 92% of the patients and motor involvement in 53%. 43% of patients presented neuropathic pain and no one had neuritis TGF-beta, IL-17, CCl-2 and IP-10. CCL-2 levels were associated with demyelinating patters and IP-10 and IL-1o were associated with axonal patterns at NCS. Discussion PNL patients' cytokine profile appears to be different of other clinical forms of leprosy, with the presence of cytokines described in both tuberculoid and lepromatous leprosy. High levels of CCl-2 may be related to the presence of silent neuritis as well as the presence of IL-10. PNL is unique a form of leprosy, therefore, understanding its immunological profiles essential to better understand the disease itself.
Collapse
Affiliation(s)
- Izabela Jardim R. Pitta
- Leprosy Laboratory, Oswaldo Cruz Institute, Fiocruz, Rio de Janeiro, Brazil
- Department of Neurology, Antonio Pedro University Hospital/Fluminense Federal University, Niteroi, Brazil
| | | | | | | | - Clarissa Neves Spitz
- Leprosy Laboratory, Oswaldo Cruz Institute, Fiocruz, Rio de Janeiro, Brazil
- Post-Graduate Program in Neurology, Federal University of the State of Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
- Department of Neurology, Pedro Ernesto University Hospital/Rio de Janeiro State University, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Ligia Rocha Andrade
- Leprosy Laboratory, Oswaldo Cruz Institute, Fiocruz, Rio de Janeiro, Brazil
- Post-Graduate Program in Neurology, Federal University of the State of Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
- Department of Neurology, Pedro Ernesto University Hospital/Rio de Janeiro State University, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Larissa Bittencourt Carvalho
- Leprosy Laboratory, Oswaldo Cruz Institute, Fiocruz, Rio de Janeiro, Brazil
- Post-Graduate Program in Neurology, Federal University of the State of Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
- Department of Neurology, Pedro Ernesto University Hospital/Rio de Janeiro State University, Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | - Marcia Rodrigues Jardim
- Leprosy Laboratory, Oswaldo Cruz Institute, Fiocruz, Rio de Janeiro, Brazil
- Post-Graduate Program in Neurology, Federal University of the State of Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
- Department of Neurology, Pedro Ernesto University Hospital/Rio de Janeiro State University, Rio de Janeiro, Rio de Janeiro, Brazil
| |
Collapse
|
7
|
Lee D, Kim DH, Seo H, Choi S, Kim BJ. Phylogenetic distribution of malonate semialdehyde decarboxylase (MSAD) genes among strains within the genus Mycobacterium: evidence of MSAD gene loss in the evolution of pathogenic mycobacteria. Front Microbiol 2023; 14:1275616. [PMID: 37901833 PMCID: PMC10606566 DOI: 10.3389/fmicb.2023.1275616] [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: 08/10/2023] [Accepted: 09/29/2023] [Indexed: 10/31/2023] Open
Abstract
Despite the great diversity of malonate semialdehyde decarboxylases (MSADs), one of five subgroups of the tautomerase superfamily (TSF) found throughout the biosphere, their distribution among strains within the genus Mycobacterium remains unknown. In this study, we sought to investigate the phylogenetic distribution of MSAD genes of mycobacterial species via genome analysis of 192 different reference Mycobacterium species or subspecies retrieved from NCBI databases. We found that in a total of 87 of 192 strains (45.3%), MSAD-1 and MSAD-2 were distributed in an exclusive manner among Mycobacterium species except for 12 strains, including Mycobacterium chelonae members, with both in their genome. Of note, Mycobacterium strains better adapted to the host and of high virulence potential, such as the Mycobacterium tuberculosis complex, Mycobacterium leprae, Mycobacterium marinum, Mycobacterium ulcerans, and Mycobacterium avium subsp. paratuberculosis, had no orthologs of MSAD in their genome, suggesting MSAD loss during species differentiation in pathogenic slow-growing Mycobacterium. To investigate the MSAD distribution among strains of M. avium subspecies, the genome sequences of a total of 255 reference strains from the four subspecies of M. avium (43 of subspecies avium, 162 of subspecies hominissuis, 49 of subspecies paratuberculosis, and 1 of subspecies silvaticum) were further analyzed. We found that only 121 of 255 strains (47.4%) had MSADs in their genome, with none of the 49 M. avium subsp. paratuberculosis strains having MSAD genes. Even in 13 of 121 M. avium strains with the MSAD-1 gene in their genome, deletion mutations in the 98th codon causing premature termination of MSAD were found, further highlighting the occurrence of MSAD pseudogenization during species or subspecies differentiation of M. avium. In conclusion, our data indicated that there are two distinct types of MSADs, MSAD-1 and MSAD-2, among strains in the Mycobacterium genus, but more than half of the strains, including pathogenic mycobacteria, M. tuberculosis and M. leprae, have no orthologs in their genome, suggesting MSAD loss during host adaptation of pathogenic mycobacteria. In the future, the role of two distinct MSADs, MSAD-1 and MSAD-2, in mycobacterial pathogenesis or evolution should be investigated.
Collapse
Affiliation(s)
- Duhyung Lee
- Department of Microbiology and Immunology, College of Medicine, Seoul National University, Seoul, Republic of Korea
- Cancer Research Institute, College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - Dong Hyun Kim
- Department of Microbiology and Immunology, College of Medicine, Seoul National University, Seoul, Republic of Korea
- Department of Biomedical Sciences, College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - Hyejun Seo
- Department of Microbiology and Immunology, College of Medicine, Seoul National University, Seoul, Republic of Korea
- Cancer Research Institute, College of Medicine, Seoul National University, Seoul, Republic of Korea
- Seoul National University Medical Research Center, Seoul, Republic of Korea
| | - Seaone Choi
- Department of Microbiology and Immunology, College of Medicine, Seoul National University, Seoul, Republic of Korea
- Department of Biomedical Sciences, College of Medicine, Seoul National University, Seoul, Republic of Korea
- Brain Korea 21 FOUR Biomedical Science Project, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Bum-Joon Kim
- Department of Microbiology and Immunology, College of Medicine, Seoul National University, Seoul, Republic of Korea
- Cancer Research Institute, College of Medicine, Seoul National University, Seoul, Republic of Korea
- Department of Biomedical Sciences, College of Medicine, Seoul National University, Seoul, Republic of Korea
- Seoul National University Medical Research Center, Seoul, Republic of Korea
- Brain Korea 21 FOUR Biomedical Science Project, Seoul National University College of Medicine, Seoul, Republic of Korea
- Liver Research Institute, College of Medicine, Seoul National University, Seoul, Republic of Korea
| |
Collapse
|
8
|
Shin S, Choi EJ, Moon SW, Lee SB, Chung YJ, Lee SH. Leprosy-specific subsets of macrophages and Schwann cells identified by single-cell RNA-sequencing. Pathol Res Pract 2023; 250:154821. [PMID: 37757621 DOI: 10.1016/j.prp.2023.154821] [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: 08/07/2023] [Revised: 09/10/2023] [Accepted: 09/14/2023] [Indexed: 09/29/2023]
Abstract
In Mycobacterium leprae (M. leprae)-infection, inflammatory cells' subsets and dynamics as well as the interactions with Schwann cells have remained elusive. We investigated individual cells in M. leprae-inoculated nude mice by single-cell RNA-sequencing (scRNA-seq). For macrophages, we dissected two M1-like subsets and five M2-like subsets, where lipid-associated signatures were pervasive in both M1-like and M2-like subsets. There were four macrophage trajectories showing: (i) pro-inflammatory (M1), (ii) lipid metabolism-related (M2), (iii) anti-inflammatory (M2), and (iv) interferon-stimulated gene-related (M2) fates. They displayed early divergence without ever rejoining along the paths, suggesting simultaneous or continuous stimuli for macrophage activation in leprosy. The scRNA-seq predicted Schwann cell-macrophage interactions (Notch1-Jag1, Plxnb1-Sema4d interactions). An immature Schwann cell subset showing Tfap2a expression was identified, indicating Schwann cell dedifferentiation in leprosy tissues. Expressions of Notch1, Jag1, Plxnb1, Sema4d, and Tfap2a were validated in mouse or human leprosy tissues by immunohistochemistry. We identified both pro-inflammatory and inflammation-resolution signatures, where lipid-associated signatures were pervasive to the macrophages, representing leprosy-specific macrophage states for prolonged and repeated episodes of inflammation and resolution. Our study identified refined molecular states and interactions of macrophages and Schwann cells, suggesting novel insights into the pathogenesis of unhealed inflammation with neuropathy and potential therapeutic targets for leprosy.
Collapse
Affiliation(s)
- Sun Shin
- Departments of Microbiology, College of Medicine, The Catholic University of Korea, Republic of Korea; Integrated Research Center for Genome Polymorphism, College of Medicine, The Catholic University of Korea, Republic of Korea
| | - Eun Ji Choi
- Departments of Pathology, College of Medicine, The Catholic University of Korea, Republic of Korea
| | - Seong Won Moon
- Departments of Pathology, College of Medicine, The Catholic University of Korea, Republic of Korea; Departments of Biomedicine & Health Sciences, College of Medicine, The Catholic University of Korea, Republic of Korea
| | - Seong-Beom Lee
- Institute of Hansen's Disease, College of Medicine, The Catholic University of Korea, Republic of Korea; Departments of Pathology, College of Medicine, The Catholic University of Korea, Republic of Korea
| | - Yeun-Jun Chung
- Departments of Microbiology, College of Medicine, The Catholic University of Korea, Republic of Korea; Integrated Research Center for Genome Polymorphism, College of Medicine, The Catholic University of Korea, Republic of Korea; Cancer Evolution Research Center, College of Medicine, The Catholic University of Korea, Republic of Korea.
| | - Sug Hyung Lee
- Departments of Pathology, College of Medicine, The Catholic University of Korea, Republic of Korea; Departments of Biomedicine & Health Sciences, College of Medicine, The Catholic University of Korea, Republic of Korea; Cancer Evolution Research Center, College of Medicine, The Catholic University of Korea, Republic of Korea.
| |
Collapse
|
9
|
Qiang F, Sheng J. Leprosy misdiagnosed as rheumatoid arthritis. Intern Med J 2023; 53:445-446. [PMID: 36972991 DOI: 10.1111/imj.16037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 01/04/2023] [Indexed: 03/29/2023]
Affiliation(s)
- FuYong Qiang
- Department of Rheumatism and Immunology, The First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui, China
| | - Jun Sheng
- Department of Rheumatism and Immunology, The First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui, China
| |
Collapse
|
10
|
Cunha EHM, Marçal PHF, Gama RS, de Oliveira LBP, Pinheiro RO, Sarno EN, Brito-de-Sousa JP, de Souza MLM, Fairley JK, Valente TNS, Velloso-Rodrigues C, Martins-Filho OA, de Oliveira DR, Fraga LADO. Interplay among differential exposure to Mycobacterium leprae and TLR4 polymorphism impacts the immune response in household contacts of leprosy patients. Front Immunol 2023; 14:1130137. [PMID: 37187734 PMCID: PMC10175789 DOI: 10.3389/fimmu.2023.1130137] [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: 12/22/2022] [Accepted: 03/20/2023] [Indexed: 05/17/2023] Open
Abstract
Introduction The aim of the present study was to investigate the association between the single nucleotide polymorphism (SNP) rs1927914 A/G in TLR4 gene and the immunological profile of household contacts (HHC) of leprosy patients. Leprosy classification is usually complex and requires the assessment of several clinical and laboratorial features. Methods Herein, we have applied distinct models of descriptive analysis to explore qualitative/quantitative changes in chemokine and cytokine production in HHC further categorized according to operational classification [HHC(PB) and HHC(MB)] and according to TLR4SNP. Results and discussion Our results showed that M. leprae stimuli induced an outstanding production of chemokines (CXCL8;CCL2; CXCL9; CXCL10) by HHC(PB), while increase levels of pro-inflammatory cytokines (IL-6; TNF; IFN-γ; IL-17) were observed for HHC(MB). Moreover, the analysis of chemokine and cytokine signatures demonstrated that A allele was associated with a prominent soluble mediator secretion (CXCL8; CXCL9; IL-6; TNF; IFN-γ). Data analysis according to TLR4 SNP genotypes further demonstrated that AA and AG were associated with a more prominent secretion of soluble mediators as compared to GG, supporting the clustering of AA and AG genotypes into dominant genetic model. CXCL8, IL-6, TNF and IL-17 displayed distinct profiles in HHC(PB) vs HHC(MB) or AA+AG vs GG genotype. In general, chemokine/cytokine networks analysis showed an overall profile of AA+GA-selective (CXCL9-CXCL10) and GG-selective (CXCL10-IL-6) axis regardless of the operational classification. However, mirrored inverted CCL2-IL-10 axis and a (IFN-γ-IL-2)-selective axis were identified in HHC(MB). CXCL8 presented outstanding performance to classify AA+AG from GG genotypes and HHC(PB) from HHC(MB). TNF and IL-17 presented elevated accuracy to classify AA+AG from GG genotypes and HHC(PB) (low levels) from HHC(MB) (high levels), respectively. Our results highlighted that both factors: i) differential exposure to M. leprae and ii) TLR4 rs1927914 genetic background impact the immune response of HHC. Our main results reinforce the relevance of integrated studies of immunological and genetic biomarkers that may have implications to improve the classification and monitoring of HHC in future studies.
Collapse
Affiliation(s)
- Eloisa Helena Medeiros Cunha
- Universidade Federal de Juiz de Fora, Governador Valadares, MG, Brazil
- Universidade Vale do Rio Doce – Univale, Department of Health Sciences, Governador Valadares, MG, Brazil
| | - Pedro Henrique Ferreira Marçal
- Universidade Federal de Juiz de Fora, Governador Valadares, MG, Brazil
- Universidade Vale do Rio Doce – Univale, Department of Health Sciences, Governador Valadares, MG, Brazil
- Division of Infectious Diseases, Department of Medicine, School of Medicine, Emory University, Atlanta, GA, United States
- *Correspondence: Lucia Alves de Oliveira Fraga, ; ; Pedro Henrique Ferreira Marçal, ;
| | - Rafael Silva Gama
- Universidade Vale do Rio Doce – Univale, Department of Health Sciences, Governador Valadares, MG, Brazil
| | | | - Roberta Olmo Pinheiro
- Laboratório de Hanseníase, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz –FIOCRUZ-RJ, Rio de Janeiro, RJ, Brazil
| | - Euzenir Nunes Sarno
- Laboratório de Hanseníase, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz –FIOCRUZ-RJ, Rio de Janeiro, RJ, Brazil
| | | | | | - Jessica Kathleen Fairley
- Division of Infectious Diseases, Department of Medicine, School of Medicine, Emory University, Atlanta, GA, United States
| | | | | | - Olindo Assis Martins-Filho
- Grupo Integrado de Pesquisas em Biomarcadores, Instituto René Rachou, FIOCRUZ-Minas, Belo Horizonte, MG, Brazil
| | | | - Lucia Alves de Oliveira Fraga
- Universidade Federal de Juiz de Fora, Governador Valadares, MG, Brazil
- *Correspondence: Lucia Alves de Oliveira Fraga, ; ; Pedro Henrique Ferreira Marçal, ;
| |
Collapse
|
11
|
Albuquerque AA, dos Santos Mateus C, de Oliveira Rodrigues R, Lima ÉS, Lima LO, da Silva RL, Fernandes MAM, de Macedo AC, Tavares CM, Nogueira PSF, Nagao-Dias AT. Can anti-PGL-I antibody isotypes differentiate leprosy contacts and leprosy patients? Pathog Glob Health 2022; 116:477-484. [PMID: 34974816 PMCID: PMC9639540 DOI: 10.1080/20477724.2021.2021045] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Serological tests for antibody measurement in leprosy have a series of limitations in discriminating contacts and patients. The present paper intends to evaluate if association of more than one antibody isotype in serum samples may be a useful tool in leprosy diagnosis. METHODS This study evaluated 395 leprosy contacts and 71 leprosy index cases living in endemic municipalities in Northeastern Brazil. The participants were evaluated according to their anti-phenolic glycolipid antigen-I isotype (PGL-I) profile. Serum anti-PGL-I IgM, IgG, and IgA were measured by indirect ELISA. RESULTS A strong association was found for antibody positivity in MB leprosy index cases. The odds ratios were 6.11 (95% CI 3.08 - 12.16) for IgM, 3.31 (1.66 - 6.61) for IgG, and 16.97 (8.39 - 34.2) for IgA. For IgM associated with one or more isotypes, the OR was 21.0 (95% CI 10.11 - 43.64), and for IgG + IgA, the OR was 17.58 (6.23 - 49.54). The highest diagnostic sensitivity of 76.0% (95% CI 61.8 - 86.9) was observed for IgM, and the lowest value was 24.1% (13.0 - 38.2), which was observed for IgG + IgA isotypes. Regarding presumptive positive predictive values, the lowest value was obtained for IgM at 24.7% (95% CI 18.1 - 32.3), and the highest values were observed for IgM+ one or more isotypes and for IgG + IgA isotype at 60.0% (44.3 - 74.3) and 66.7% (41.0 - 86.7), respectively. CONCLUSIONS The present work demonstrated that by associating two or more positive antibody isotypes, the risk of facing a real case of leprosy may increase.
Collapse
Affiliation(s)
- Andressa Almeida Albuquerque
- Department of Clinical and Toxicology Analysis, Faculty of Pharmacy, Nursing and Odontology, Universidade Federal do Ceará, Fortaleza, Brazil
| | - Camilla dos Santos Mateus
- Department of Clinical and Toxicology Analysis, Faculty of Pharmacy, Nursing and Odontology, Universidade Federal do Ceará, Fortaleza, Brazil
| | - Raphael de Oliveira Rodrigues
- Department of Clinical and Toxicology Analysis, Faculty of Pharmacy, Nursing and Odontology, Universidade Federal do Ceará, Fortaleza, Brazil,CONTACT Raphael de Oliveira Rodrigues Department of Clinical and Toxicology Analysis, Faculty of Pharmacy, Nursing and Odontology, Universidade Federal do Ceará, Rua Capitão Francisco Pedro, 1210, Fortaleza, Ceará60430-372, Brazil
| | - Évely Sampaio Lima
- Department of Clinical and Toxicology Analysis, Faculty of Pharmacy, Nursing and Odontology, Universidade Federal do Ceará, Fortaleza, Brazil
| | - Lucas Oliveira Lima
- Department of Clinical and Toxicology Analysis, Faculty of Pharmacy, Nursing and Odontology, Universidade Federal do Ceará, Fortaleza, Brazil
| | - Rayane Lima da Silva
- Department of Nursing, Faculty of Pharmacy, Nursing and Odontology, Universidade Federal do Ceará, Fortaleza, Brazil
| | | | - Alexandre Casimiro de Macedo
- Department of Clinical and Toxicology Analysis, Faculty of Pharmacy, Nursing and Odontology, Universidade Federal do Ceará, Fortaleza, Brazil
| | - Clódis Maria Tavares
- Faculty of Nursing and Pharmacy (ESENFAR), Universidade Federal de Alagoas, Maceió, Brazil
| | - Paula Sacha Frota Nogueira
- Department of Nursing, Faculty of Pharmacy, Nursing and Odontology, Universidade Federal do Ceará, Fortaleza, Brazil
| | - Aparecida Tiemi Nagao-Dias
- Department of Clinical and Toxicology Analysis, Faculty of Pharmacy, Nursing and Odontology, Universidade Federal do Ceará, Fortaleza, Brazil
| |
Collapse
|
12
|
Zhou Z, Pierneef L, van Hooij A, Geluk A. Detection of anti-M. leprae antibodies in healthy children in China: A systematic review of Chinese literature. FRONTIERS IN TROPICAL DISEASES 2022. [DOI: 10.3389/fitd.2022.963674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
Leprosy is an infectious disease caused by Mycobacterium leprae (M. leprae) that mainly involves the skin and peripheral nerves, causing lifelong deformities and social stigma. As evident from the practically stable number of new cases reported worldwide during the past decade, transmission is still ongoing. On route to leprosy elimination, an appropriate tool is needed to monitor M. leprae transmission. M. leprae-specific antibodies indicate infection with M. leprae, but do not differentiate between present and past infection. Nevertheless, detection of M. leprae infection in young children per definition indicates recent infection. Hence, seroprevalence in young children can be used to monitor recent M. leprae transmission. Despite having eliminated leprosy in most parts of the country, studies on transmission conducted in China are not sufficiently reported in the English literature. Therefore, we performed a systematic review of Chinese literature describing serological studies in healthy children in (former) leprosy endemic areas in China, available in the Chinese databases: China National Knowledge Infrastructure (CNKI), China Science and Technology Journal Database (VIP), and Wanfang Database. From the 710 articles identified in these three Chinese databases, only four full-text articles fulfilled all inclusion criteria regarding sufficiently detailed descriptions of anti-M. leprae antibodies in healthy children. Two additional papers were identified through snowballing, resulting in a total of six articles considered for this review reporting quantitative serological data from three Chinese provinces between 1987 and 2003. All studies used ELISAs to quantify antibody levels. Seroprevalence in healthy children ranged from 7.93% (Yunnan) to 32.35% (Jiangsu). If the same method was used (in Jiangsu), direct comparison of studies at different time points indicated that decrease in disease prevalence (0.28 to 0.16 per 100,000) or new case detection rate (2.6 to 1.0 per 100,000) from 1987-1991 corresponded to decrease in anti-M. leprae antibody seroprevalence (30.86% to 22.61%) in healthy children. Thus, these findings are consistent with the previous finding that anti-M. leprae antibody seroprevalence in young children represents a surrogate indicator to monitor transmission.
Collapse
|
13
|
Lima FR, de Paula NA, Simões MMR, Manso GMDC, Albertino GS, Felisbino GC, Antunes VMG, Perecin FAMC, Westin AT, Lugão HB, Frade MAC. Bacilloscopy and polymerase chain reaction of slit-skin smears and anti-phenolic glycolipid-I serology for Hansen’s disease diagnosis. Front Med (Lausanne) 2022; 9:972244. [PMID: 36035405 PMCID: PMC9399463 DOI: 10.3389/fmed.2022.972244] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Accepted: 07/25/2022] [Indexed: 12/03/2022] Open
Abstract
The bacilloscopy of the slit-skin smear (SSS) is the exclusive laboratory test associated with dermato-neurological evaluation for Hansen’s disease (HD) diagnosis; however, it is negative in the majority of PB or primary neural forms. Thus, a PCR technique involving different sequences and target genes has been performed with an aim to increase the sensitivity and specificity of M. leprae identification, especially in patients with low bacillary loads. Additionally, serological assays based on antibody response reflect infection levels and indicate that this could be a simpler, less invasive technique for estimating M. leprae exposure. Serological tests and PCR have been shown to be more sensitive and accurate than the SSS. Our study aimed to measure accuracy and performance among the SSS and PCR of dermal scrapings stored on filter paper and APGL-I serology for diagnosis in HD. A cross-sectional study analyzing the medical records (n = 345) of an HD outpatient-dermatology clinic from 2014 to 2021 was conducted. Accuracy performance parameters, correlation, and concordance were used to assess the value among the SSS, PCR, and APGL-I exams in HD. The SSS presented 24.5% sensitivity, 100% specificity, 37.4% accuracy, and the lowest negative predictive value (21.5%). The PCR assay had 41, 100, and 51% sensitivity, specificity, and accuracy, respectively. PCR and APGL-I serology increased the detection of HD cases by 16 and 20.6%, respectively. PCR was positive in 51.3% of patients when the SSS was negative. The SSS obtained moderate concordance with PCR [k-value: 0.43 (CI: 0.33–0.55)] and APGL-I [k-value: 0.41 (CI: 0.31–0.53)]. A moderate positive correlation was found between the APGL-I index and the bacillary index (r = 0.53; P < 0.0001). Thus, the use of the SSS is a low sensitivity and accuracy method due to its low performance in HD detection. The use of PCR and serological tests allows for a more sensitive and accurate diagnosis of patients.
Collapse
Affiliation(s)
- Filipe Rocha Lima
- Healing and Hansen’s Disease Laboratory, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and Hansen’s Disease, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Natália Aparecida de Paula
- Healing and Hansen’s Disease Laboratory, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and Hansen’s Disease, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Mateus Mendonça Ramos Simões
- Healing and Hansen’s Disease Laboratory, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and Hansen’s Disease, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Gabriel Martins da Costa Manso
- Healing and Hansen’s Disease Laboratory, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and Hansen’s Disease, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Gustavo Sartori Albertino
- Healing and Hansen’s Disease Laboratory, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and Hansen’s Disease, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Giovani Cesar Felisbino
- Healing and Hansen’s Disease Laboratory, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and Hansen’s Disease, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Vanderson Mayron Granemann Antunes
- Healing and Hansen’s Disease Laboratory, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and Hansen’s Disease, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Fernanda André Martins Cruz Perecin
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and Hansen’s Disease, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Andrezza Telles Westin
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and Hansen’s Disease, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Helena Barbosa Lugão
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and Hansen’s Disease, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Marco Andrey Cipriani Frade
- Healing and Hansen’s Disease Laboratory, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and Hansen’s Disease, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- *Correspondence: Marco Andrey Cipriani Frade,
| |
Collapse
|
14
|
Ferreira H, Leal-Calvo T, Mendes MA, Avanzi C, Busso P, Benjak A, Sales AM, Ferreira CP, de Berrêdo-Pinho M, Cole ST, Sarno EN, Moraes MO, Pinheiro RO. Gene expression patterns associated with multidrug therapy in multibacillary leprosy. Front Cell Infect Microbiol 2022; 12:917282. [PMID: 35937686 PMCID: PMC9354612 DOI: 10.3389/fcimb.2022.917282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 06/28/2022] [Indexed: 11/13/2022] Open
Abstract
Multidrug therapy (MDT) has been successfully used in the treatment of leprosy. However, although patients are cured after the completion of MDT, leprosy reactions, permanent disability, and occasional relapse/reinfection are frequently observed in patients. The immune system of multibacillary patients (MB) is not able to mount an effective cellular immune response against M. leprae. Consequently, clearance of bacilli from the body is a slow process and after 12 doses of MDT not all MB patients reduce bacillary index (BI). In this context, we recruited MB patients at the uptake and after 12-month of MDT. Patients were stratified according to the level of reduction of the BI after 12 doses MDT. A reduction of at least one log in BI was necessary to be considered a responder patient. We evaluated the pattern of host gene expression in skin samples with RNA sequencing before and after MDT and between samples from patients with or without one log reduction in BI. Our results demonstrated that after 12 doses of MDT there was a reduction in genes associated with lipid metabolism, inflammatory response, and cellular immune response among responders (APOBEC3A, LGALS17A, CXCL13, CXCL9, CALHM6, and IFNG). Also, by comparing MB patients with lower BI reduction versus responder patients, we identified high expression of CDH19, TMPRSS4, PAX3, FA2H, HLA-V, FABP7, and SERPINA11 before MDT. From the most differentially expressed genes, we observed that MDT modulates pathways related to immune response and lipid metabolism in skin cells from MB patients after MDT, with higher expression of genes like CYP11A1, that are associated with cholesterol metabolism in the group with the worst response to treatment. Altogether, the data presented contribute to elucidate gene signatures and identify differentially expressed genes associated with MDT outcomes in MB patients.
Collapse
Affiliation(s)
- Helen Ferreira
- Leprosy Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Thyago Leal-Calvo
- Leprosy Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Mayara Abud Mendes
- Leprosy Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Charlotte Avanzi
- Global Health Institute, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Philippe Busso
- Global Health Institute, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Andrej Benjak
- Global Health Institute, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Anna Maria Sales
- Leprosy Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Cássio Porto Ferreira
- Leprosy Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Márcia de Berrêdo-Pinho
- Cellular Microbiology Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Stewart Thomas Cole
- Global Health Institute, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
- Institut Pasteur, Paris, France
| | - Euzenir Nunes Sarno
- Leprosy Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Milton Ozório Moraes
- Leprosy Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Roberta Olmo Pinheiro
- Leprosy Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
- *Correspondence: Roberta Olmo Pinheiro,
| |
Collapse
|
15
|
Sharma M, Singh P. Advances in the Diagnosis of Leprosy. FRONTIERS IN TROPICAL DISEASES 2022. [DOI: 10.3389/fitd.2022.893653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Leprosy is a public health issue, and early detection is critical to avert disability. Despite the global attempt to eradicate this disease as a public health problem, it remains an important cause of global neurological disability. India, Brazil and Indonesia share more than 70% of the cases. The reduction of new cases is a priority in the WHO global strategy 2021-2030 which aims to reduce disease transmission in the community by diagnosing cases and identifying subclinical infection. The clinical manifestations of leprosy range from a few to several lesions. The identification remains difficult due to the limited sensitivity of traditional approaches based on bacillary counts of skin smears and histology. To aid in the diagnosis of this disease, molecular biology, and biotechnological technologies have been applied, each with its own set of benefits and downsides despite providing an essential tool to validate the clinical diagnosis of leprosy. Because of this, it is strongly recognized that specific, inexpensive point of care technologies should be developed, particularly to identify asymptomatic M. leprae infections or leprosy nearer to the suspected cases seeking medical attention. Thus, this review will provide an overview of the advancements in leprosy diagnosis over the world. The purpose of this review is to improve our understanding of the outcomes of current tests and technologies used in leprosy diagnosis and to emphasize critical aspects concerning the detection of leprosy bacilli.
Collapse
|
16
|
Lima FR, Filho FB, Antunes VMG, Santana JM, de Almeida RCP, Toro DM, Bragagnollo VF, Manso GMDC, de Paula NA, Alves ES, Riley LW, Arruda S, Frade MAC. Serological Immunoassay for Hansen’s Disease Diagnosis and Monitoring Treatment: Anti-Mce1A Antibody Response Among Hansen’s Disease Patients and Their Household Contacts in Northeastern Brazil. Front Med (Lausanne) 2022; 9:855787. [PMID: 35755036 PMCID: PMC9218539 DOI: 10.3389/fmed.2022.855787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Accepted: 04/26/2022] [Indexed: 11/25/2022] Open
Abstract
Hansen’s disease (HD) is an ancient disease, but more than 200,000 new cases were reported worldwide in 2019. Currently, there are not many satisfactory immunoassay methods for its diagnosis. We evaluated antibodies against Mce1A as a promising new serological biomarker. We collected plasma from new cases, contacts, and endemic controls in the city of Parnaíba and treated patients at Carpina, a former HD colony in Piauí state, northeastern Brazil. Receiver operating characteristic (ROC) curves were used to assess the assay thresholds, specificity and sensitivity of the IgA, IgM, and IgG antibodies against α-Mce1A by indirect ELISA and compared it with IgM anti-PGL-I and molecular diagnosis by quantitative polymerase chain reaction (qPCR). Venn diagrams were generated to represent the overlap in the antibody positivity pattern. Multivariate analysis was performed to assess the potential predictor of antibodies for the outcome of having an HD diagnosis. IgA and IgG were positive in 92.3 and 84% of patients, respectively. IgM was negative for all treated patients. IgG had a sensitivity and specificity of 94.7 and 100%, respectively. IgM-positive individuals had a 3.6 chance of being diagnosed with HD [OR = 3.6 (95% CI = 1.1–11.6); p = 0.028], while IgA-positive individuals had a 2.3 chance [OR = 2.3 (95% CI = 1.2–4.3); p = 0.005] compared to endemic controls. We found that the Mce1A antibody profile can be an excellent diagnostic method of HD. IgA is an ideal biomarker for confirming contact with the bacillus. IgM has potential in the detection of active disease. IgG antibodies confirm the performance of these serological markers in diagnosis and therapeutic follow-up.
Collapse
Affiliation(s)
- Filipe Rocha Lima
- Healing and Hansen’s Disease Laboratory, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and HD, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Fred Bernardes Filho
- Healing and Hansen’s Disease Laboratory, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and HD, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Vanderson Mayron Granemann Antunes
- Healing and Hansen’s Disease Laboratory, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and HD, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Jaci Maria Santana
- Healing and Hansen’s Disease Laboratory, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and HD, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Regina Coeli Palma de Almeida
- Healing and Hansen’s Disease Laboratory, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and HD, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Diana Mota Toro
- Department of Clinical, Toxicological, and Bromatological Analyses, School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, São Paulo, Brazil
| | - Vinicius Fozatti Bragagnollo
- Healing and Hansen’s Disease Laboratory, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and HD, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Gabriel Martins da Costa Manso
- Healing and Hansen’s Disease Laboratory, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and HD, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Natália Aparecida de Paula
- Healing and Hansen’s Disease Laboratory, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and HD, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Eliracema Silva Alves
- Directorate of Unit and Health Care Surveillance, HD Control Program, State Department of Health, Piauí, Brazil
- Federal University of Piauí, Piauí, Brazil
| | - Lee W. Riley
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, United States
| | - Sérgio Arruda
- Advanced Public Health Laboratory, Gonçalo Moniz Institute, Oswaldo Cruz Foundation, Salvador, Brazil
| | - Marco Andrey Cipriani Frade
- Healing and Hansen’s Disease Laboratory, Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- Dermatology Division, Department of Internal Medicine, National Referral Center for Sanitary Dermatology and HD, Clinical Hospital of the Ribeirão Preto Medical School, University of São Paulo, São Paulo, Brazil
- *Correspondence: Marco Andrey Cipriani Frade,
| |
Collapse
|
17
|
Arginase 1 is a marker of protection against illness in contacts of leprosy patients. Sci Rep 2022; 12:7850. [PMID: 35552484 PMCID: PMC9098644 DOI: 10.1038/s41598-022-11944-9] [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: 02/02/2022] [Accepted: 04/28/2022] [Indexed: 11/16/2022] Open
Abstract
Leprosy household contacts are generally more prone to develop the disease compared to the general population. Previous studies have demonstrated that genes related to the alternative activation (M2) profile in macrophages are associated with the increased bacillary load in multibacillary leprosy patients (MB), and that contacts of MB patients have a higher risk of contracting the disease. In addition, positive serological responses to PGL-1 or LID-1 are associated with a higher risk of disease. We performed a 5-year follow-up of contacts of leprosy patients and evaluated the pattern of gene and protein expression in cells from contacts that developed leprosy during this period. Leprosy household contacts had decreased soluble CD163 and heme oxygenase 1 (HO-1) serum levels when compared with healthy donors and leprosy patients. In contrast, arginase 1 activities were higher in contacts when compared with both healthy donors and leprosy patients. Of the contacts, 33 developed leprosy during the follow-up. Gene expression analysis revealed reduced ARG1 expression in these contacts when compared with contacts that did not develop disease. Arginase activity was a good predictive marker of protection in contacts (sensitivity: 90.0%, specificity: 96.77%) and the association with serology for anti-PGL-1 and anti-LID-1 increased the sensitivity to 100%. Altogether, the data presented here demonstrate a positive role of arginase against leprosy and suggest that the evaluation of arginase activity should be incorporated into leprosy control programs in order to aid in the decision of which contacts should receive chemoprophylaxis.
Collapse
|
18
|
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.
Collapse
|
19
|
de Souza BJ, Mendes MA, Sperandio da Silva GM, Sammarco-Rosa P, de Moraes MO, Jardim MR, Sarno EN, Pinheiro RO, Mietto BS. Gene Expression Profile of Mycobacterium leprae Contribution in the Pathology of Leprosy Neuropathy. Front Med (Lausanne) 2022; 9:861586. [PMID: 35492305 PMCID: PMC9051340 DOI: 10.3389/fmed.2022.861586] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 03/14/2022] [Indexed: 11/23/2022] Open
Abstract
Peripheral neuropathy is the main cause of physical disability in leprosy patients. Importantly, the extension and pattern of peripheral damage has been linked to how the host cell will respond against Mycobacterium leprae (M. leprae) infection, in particular, how the pathogen will establish infection in Schwann cells. Interestingly, viable and dead M. leprae have been linked to neuropathology of leprosy by distinct mechanisms. While viable M. leprae promotes transcriptional modifications that allow the bacteria to survive through the use of the host cell's internal machinery and the subvert of host metabolites, components of the dead bacteria are associated with the generation of a harmful nerve microenvironment. Therefore, understanding the pathognomonic characteristics mediated by viable and dead M. leprae are essential for elucidating leprosy disease and its associated reactional episodes. Moreover, the impact of the viable and dead bacteria in Schwann cells is largely unknown and their gene signature profiling has, as yet, been poorly explored. In this study, we analyzed the early differences in the expression profile of genes involved in peripheral neuropathy, dedifferentiation and plasticity, neural regeneration, and inflammation in human Schwann cells challenged with viable and dead M. leprae. We substantiated our findings by analyzing this genetic profiling in human nerve biopsies of leprosy and non-leprosy patients, with accompanied histopathological analysis. We observed that viable and dead bacteria distinctly modulate Schwann cell genes, with emphasis to viable bacilli upregulating transcripts related to glial cell plasticity, dedifferentiation and anti-inflammatory profile, while dead bacteria affected genes involved in neuropathy and pro-inflammatory response. In addition, dead bacteria also upregulated genes associated with nerve support, which expression profile was similar to those obtained from leprosy nerve biopsies. These findings suggest that early exposure to viable and dead bacteria may provoke Schwann cells to behave differentially, with far-reaching implications for the ongoing neuropathy seen in leprosy patients, where a mixture of active and non-active bacteria are found in the nerve microenvironment.
Collapse
Affiliation(s)
| | - Mayara Abud Mendes
- Leprosy Laboratory, Oswaldo Cruz Institute, Fiocruz, Rio de Janeiro, Brazil
| | | | | | | | | | | | | | - Bruno Siqueira Mietto
- Laboratory of Cell Biology, Institute of Biological Sciences, Federal University of Juiz de Fora, Juiz de Fora, Brazil
- *Correspondence: Bruno Siqueira Mietto
| |
Collapse
|
20
|
Romero CP, Castro R, do Brasil PEA, Pereira DR, Pinheiro RO, Toscano CM, de Oliveira MRF. Accuracy of rapid point-of-care serological tests for leprosy diagnosis: a systematic review and meta-analysis. Mem Inst Oswaldo Cruz 2022; 117:e220317. [PMID: 35416839 PMCID: PMC9000963 DOI: 10.1590/0074-02760220317] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 02/04/2022] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Leprosy is a chronic infectious disease, still endemic in many countries that may lead to neurological, ophthalmic, and motor sequelae if not treated early. Access to timely diagnosis and multidrug therapy (MDT) remains a crucial element in the World Health Organization’s strategy to eliminate the disease as a public health problem. OBJECTIVES This systematic review aims to evaluate the accuracy of rapid point-of-care (POC) tests for diagnosis of leprosy. METHODS Searches were carried out in electronic databases (PubMed, EMBASE, CRD, Cochrane Library and LILACS) in April 2021 for patients with suspicion or confirmatory diagnostic of leprosy, classified in multibacillary (MB) or paucibacillary (PB) cases, performing rapid POC serological tests compared to clinical evaluation, smear microscopy and immunohistochemistry analysis. Methodological quality was assessed using the Quality Assessment of Diagnostic Accuracy Studies tool (QUADAS-2). A meta-analysis was undertaken to generate pooled estimates of diagnostic parameters, presenting sensitivity, specificity and diagnostic odds ratio (DOR) values. The review protocol was registered at PROSPERO, CRD # 42014009658. FINDINGS From 893 potentially relevant references, 12 articles were included reporting 16 diagnostic tests accuracy studies with 5395 individuals enrolled. Meta-analysis of NDO-LID and PGL-I tests data in MB patients showed sensitivity and specificity [95% confidence interval (CI)] of 0.83 (0.71-0.91), 0.91 (0.72-0.97); and 0.92 (0.86-0.96), 0.93 (0.78-0.98); respectively, with high heterogeneity among the studies. MAIN CONCLUSIONS Our results can inform policymakers regarding the possibility of implementing accurate, rapid POC tests for leprosy in public health services, especially within primary health care.
Collapse
Affiliation(s)
- Carmen Phang Romero
- Fundação Oswaldo Cruz-Fiocruz, Centro de Desenvolvimento Tecnológico em Saúde, Rio de Janeiro, RJ, Brasil
| | - Rodolfo Castro
- Fundação Oswaldo Cruz-Fiocruz, Escola Nacional de Saúde Pública Sérgio Arouca, Rio de Janeiro, RJ, Brasil.,Universidade Federal do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| | - Pedro Emmanuel A do Brasil
- Fundação Oswaldo Cruz-Fiocruz, Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, RJ, Brasil
| | | | - Roberta Olmo Pinheiro
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Laboratório de Hanseníase, Rio de Janeiro, RJ, Brasil
| | - Cristiana M Toscano
- Universidade Federal de Goiás, Goiânia, GO, Brasil.,Conselho Nacional de Desenvolvimento Científico e Tecnológico, Instituto de Avaliação de Tecnologias em Saúde, Porto Alegre, RS, Brasil
| | - Maria Regina Fernandes de Oliveira
- Conselho Nacional de Desenvolvimento Científico e Tecnológico, Instituto de Avaliação de Tecnologias em Saúde, Porto Alegre, RS, Brasil.,Universidade de Brasília, Brasília, DF, Brasil
| |
Collapse
|
21
|
Froes LAR, Sotto MN, Trindade MAB. Leprosy: clinical and immunopathological characteristics. An Bras Dermatol 2022; 97:338-347. [PMID: 35379512 PMCID: PMC9133310 DOI: 10.1016/j.abd.2021.08.006] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 08/11/2021] [Accepted: 08/16/2021] [Indexed: 11/26/2022] Open
Abstract
Leprosy, a disease caused by Mycobacterium leprae, has polymorphic neurocutaneous manifestations strongly correlated with the host immune response. Peripheral neural damage can lead to sensory and motor losses, as well as deformities of the hands and feet. Both innate and acquired immune responses are involved, but the disease has been classically described along a Th1/Th2 spectrum, where the Th1 pole corresponds to the more limited presentations and the Th2 to the multibacillary ones. The aim of this review is to discuss this dichotomy in light of the current knowledge of the cytokines, T helper subpopulations, and regulatory T cells involved in each presentation of leprosy. The text will also address leprosy reactions related to increased inflammatory activity in both limited and multibacillary presentations, leading to exacerbation of chronic signs and symptoms and/or the development of new ones. Despite the efforts of many research groups around the world, there is no standardized serological test/biological marker for diagnosis so far, even in endemic areas, which could contribute to the eradication of leprosy.
Collapse
|
22
|
Marçal PHF, de Souza MLM, Gama RS, de Oliveira LBP, de Souza Gomes M, do Amaral LR, Pinheiro RO, Sarno EN, Moraes MO, Fairley JK, Martins-Filho OA, de Oliveira Fraga LA. Algorithm design for a cytokine release assay of antigen-specific in vitro stimuli of circulating leukocytes to classify leprosy patients and household contacts. Open Forum Infect Dis 2022; 9:ofac036. [PMID: 35169594 PMCID: PMC8842339 DOI: 10.1093/ofid/ofac036] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 01/27/2022] [Indexed: 11/13/2022] Open
Abstract
Background Immunological biomarkers have often been used as a complementary approach to support clinical diagnosis in several infectious diseases. The lack of commercially available laboratory tests for conclusive early diagnosis of leprosy has motivated the search for novel methods for accurate diagnosis. In the present study, we describe an integrated analysis of a cytokine release assay using a machine learning approach to create a decision tree algorithm. This algorithm was used to classify leprosy clinical forms and monitor household contacts. Methods A model of Mycobacterium leprae antigen-specific in vitro assay with subsequent cytokine measurements by enzyme-linked immunosorbent assay was employed to measure the levels of tumor necrosis factor (TNF), interferon-γ, interleukin 4, and interleukin 10 (IL-10) in culture supernatants of peripheral blood mononuclear cells from patients with leprosy, healthy controls, and household contacts. Receiver operating characteristic curve analysis was carried out to define each cytokine’s global accuracy and performance indices to identify clinical subgroups. Results Data demonstrated that TNF (control culture [CC]: AUC = 0.72; antigen-stimulated culture [Ml]: AUC = 0.80) and IL-10 (CC: AUC = 0.77; Ml: AUC = 0.71) were the most accurate biomarkers to classify subgroups of household contacts and patients with leprosy, respectively. Decision tree classifier algorithms for TNF analysis categorized subgroups of household contacts according to the operational classification with moderate accuracy (CC: 79% [48/61]; Ml: 84% [51/61]). Additionally, IL-10 analysis categorized leprosy patients’ subgroups with moderate accuracy (CC: 73% [22/30] and Ml: 70% [21/30]). Conclusions Together, our findings demonstrated that a cytokine release assay is a promising method to complement clinical diagnosis, ultimately contributing to effective control of the disease.
Collapse
Affiliation(s)
| | - Márcio Luís Moreira de Souza
- Programa Multicêntrio de Bioquímica e Biologia Molecular-Núcleo de Pesquisa em Hansenologia – Universidade Federal de Juiz de Fora, Instituto de Ciências da Vida, Campus Governador Valadares, MG, Brazil
| | - Rafael Silva Gama
- Universidade Vale do Rio Doce – Univale, Governador Valadares, MG, Brazil
| | | | - Matheus de Souza Gomes
- Laboratório de Bioinformática e Análises Moleculares, Universidade Federal de Uberlândia, INGEB/FACOM, Campus Patos de Minas, Patos de Minas, MG, Brazil
| | - Laurence Rodrigues do Amaral
- Laboratório de Bioinformática e Análises Moleculares, Universidade Federal de Uberlândia, INGEB/FACOM, Campus Patos de Minas, Patos de Minas, MG, Brazil
| | - Roberta Olmo Pinheiro
- Laboratório de Hanseníase, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, FIOCRUZ-RJ, Rio de Janeiro, RJ, Brazil
| | - Euzenir Nunes Sarno
- Laboratório de Hanseníase, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, FIOCRUZ-RJ, Rio de Janeiro, RJ, Brazil
| | - Milton Ozório Moraes
- Laboratório de Hanseníase, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, FIOCRUZ-RJ, Rio de Janeiro, RJ, Brazil
| | - Jessica K Fairley
- Division of Infectious Diseases, Department of Medicine, Emory University, School of Medicine, Atlanta, GA, United States of America
| | | | - Lucia Alves de Oliveira Fraga
- Programa Multicêntrio de Bioquímica e Biologia Molecular-Núcleo de Pesquisa em Hansenologia – Universidade Federal de Juiz de Fora, Instituto de Ciências da Vida, Campus Governador Valadares, MG, Brazil
| |
Collapse
|
23
|
Yuan YH, Liu J, You YG, Chen XH, Yuan LC, Wen Y, Li HY, Zhang Y. Transcriptomic Analysis of Mycobacterium leprae-Stimulated Response in Peripheral Blood Mononuclear Cells Reveal Potential Biomarkers for Early Diagnosis of Leprosy. Front Cell Infect Microbiol 2022; 11:714396. [PMID: 34993156 PMCID: PMC8724050 DOI: 10.3389/fcimb.2021.714396] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 08/18/2021] [Indexed: 11/16/2022] Open
Abstract
We aimed to identify an unique host transcriptional signature in peripheral blood mononuclear cells (PBMCs) in response to Mycobacterium leprae antigens to distinguish between patients with leprosy and non-leprosy controls for early diagnosis of the disease. Sixteen individuals were enrolled in the discovery cohort [eight patients with leprosy, comprising four multibacillary (MB) and four paucibacillary (PB); and eight non-leprosy controls, comprising four healthy house contacts (HHCs) and four endemic controls (ECs)]. The differences in the transcriptome response of PBMCs to M. leprae sonicate antigen were evaluated between leprosy patients and non-leprosy controls, and 12 differentially expressed genes (CCL2/MCP-1, IL-8, JAKM, ATP, ND1, SERP, FLJ10489, LINC00659, LOC34487, LOC101928143, MIR22, and NCF1C) were identified. The accuracy of the 12 differentially expressed genes was further validated for the diagnosis of leprosy using real-time quantitative PCR in 82 individuals (13 MB, 10 PB, 37 HHCs, and 22 ECs) in the validation cohort. We found that a 5 gene signature set IL-8, CCL2/MCP-1, SERP, LINC00659 and FLJ10489 had a suitable performance in discriminating leprosy from ECs. In addition, elevated expression of IL-8, CCL2/MCP-1, SERP and LINC00659 was associated with MB diagnosis compared with ECs, whereas increased expression of IL-8, CCL2/MCP-1, SERP and FLJ10489 was found to be useful biomarkers for PB diagnosis from ECs. Moreover, we found decreased expression of NCF1C among leprosy patients could distinguish leprosy from HHCs, whereas higher expression of CCL2 among MB than PB could distinguish different leprosy patients. In conclusion, among the 12 candidate host genes identified, a three gene signature IL-8, CCL2/MCP-1, and SERP showed the best performance in distinguishing leprosy patients from healthy controls. These findings may have implications for developing a rapid blood-based test for early diagnosis of leprosy.
Collapse
Affiliation(s)
- You-Hua Yuan
- Department of Clinical Microbiology, Henan Provincial People's Hospital, People's Hospital of Zhengzhou University and People's Hospital of Henan University, Zhengzhou, China
| | - Jian Liu
- Beijing Tropical Medicine Research Institute, Beijing Friendship Hospital, Capital Medical University, Beijing, China.,Beijing Key Laboratory for Research on Prevention and Treatment of Tropical Diseases, Capital Medical University, Beijing, China
| | - Yuan-Gang You
- Beijing Tropical Medicine Research Institute, Beijing Friendship Hospital, Capital Medical University, Beijing, China.,Beijing Key Laboratory for Research on Prevention and Treatment of Tropical Diseases, Capital Medical University, Beijing, China
| | - Xiao-Hua Chen
- Beijing Tropical Medicine Research Institute, Beijing Friendship Hospital, Capital Medical University, Beijing, China.,Beijing Key Laboratory for Research on Prevention and Treatment of Tropical Diseases, Capital Medical University, Beijing, China
| | - Lian-Chao Yuan
- Beijing Tropical Medicine Research Institute, Beijing Friendship Hospital, Capital Medical University, Beijing, China.,Beijing Key Laboratory for Research on Prevention and Treatment of Tropical Diseases, Capital Medical University, Beijing, China
| | - Yan Wen
- Beijing Tropical Medicine Research Institute, Beijing Friendship Hospital, Capital Medical University, Beijing, China.,Beijing Key Laboratory for Research on Prevention and Treatment of Tropical Diseases, Capital Medical University, Beijing, China
| | - Huan Ying Li
- Beijing Tropical Medicine Research Institute, Beijing Friendship Hospital, Capital Medical University, Beijing, China.,Beijing Key Laboratory for Research on Prevention and Treatment of Tropical Diseases, Capital Medical University, Beijing, China
| | - Ying Zhang
- State Key Laboratory for the Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| |
Collapse
|
24
|
Quantitative Rapid Test for Detection and Monitoring of Active Pulmonary Tuberculosis in Nonhuman Primates. BIOLOGY 2021; 10:biology10121260. [PMID: 34943175 PMCID: PMC8698365 DOI: 10.3390/biology10121260] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 11/26/2021] [Accepted: 11/27/2021] [Indexed: 12/18/2022]
Abstract
Nonhuman primates (NHPs) are relevant models to study the pathogenesis of tuberculosis (TB) and evaluate the potential of TB therapies, but rapid tools allowing diagnosis of active pulmonary TB in NHPs are lacking. This study investigates whether low complexity lateral flow assays utilizing upconverting reporter particles (UCP-LFAs) developed for rapid detection of human serum proteins can be applied to detect and monitor active pulmonary TB in NHPs. UCP-LFAs were used to assess serum proteins levels and changes in relation to the MTB challenge dosage, lung pathology, treatment, and disease outcome in experimentally MTB-infected macaques. Serum levels of SAA1, IP-10, and IL-6 showed a significant increase after MTB infection in rhesus macaques and correlated with disease severity as determined by pathology scoring. Moreover, these biomarkers could sensitively detect the reduction of bacterial levels in the lungs of macaques due to BCG vaccination or drug treatment. Quantitative measurements by rapid UCP-LFAs specific for SAA1, IP-10, and IL-6 in serum can be utilized to detect active progressive pulmonary TB in macaques. The UCP-LFAs thus offer a low-cost, convenient, and minimally invasive diagnostic tool that can be applied in studies on TB vaccine and drug development involving macaques.
Collapse
|
25
|
Zhou Z, Pena M, van Hooij A, Pierneef L, de Jong D, Stevenson R, Walley R, Corstjens PLAM, Truman R, Adams L, Geluk A. Detection and Monitoring of Mycobacterium leprae Infection in Nine Banded Armadillos ( Dasypus novemcinctus) Using a Quantitative Rapid Test. Front Microbiol 2021; 12:763289. [PMID: 34777319 PMCID: PMC8581735 DOI: 10.3389/fmicb.2021.763289] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 10/04/2021] [Indexed: 11/13/2022] Open
Abstract
Leprosy is an infectious disease caused by Mycobacterium leprae with tropism for skin and peripheral nerves. Incessant transmission in endemic areas is still impeding elimination of leprosy. Although detection of M. leprae infection remains a challenge in asymptomatic individuals, the presence of antibodies specific for phenolglycolipid-I (PGL-I) correlate with bacterial load. Therefore, serosurveillance utilizing field-friendly tests detecting anti-PGL-I antibodies, can be applied to identify those who may transmit bacteria and to study (reduction of) M. leprae transmission. However, serology based on antibody detection cannot discriminate between past and present M. leprae infection in humans, nor can it detect individuals carrying low bacillary loads. In humans, anti-PGL-I IgM levels are long-lasting and usually detected in more individuals than anti-PGL-I IgG levels. Inherent to the characteristically long incubation time of leprosy, IgM/IgG relations (antibody kinetics) in leprosy patients and infected individuals are not completely clear. To investigate the antibody response directly after infection, we have measured antibody levels by ELISA, in longitudinal samples of experimentally M. leprae infected, susceptible nine-banded armadillos (Dasypus novemcinctus). In addition, we assessed the user- and field-friendly, low-cost lateral flow assay (LFA) utilizing upconverting reporter particles (UCP), developed for quantitative detection of human anti-PGL-I IgM (UCP-LFA), to detect treatment- or vaccination-induced changes in viable bacterial load. Our results show that serum levels of anti-PGL-I IgM, and to a lesser extent IgG, significantly increase soon after experimental M. leprae infection in armadillos. In view of leprosy phenotypes in armadillos, this animal model can provide useful insight into antibody kinetics in early infection in the various spectral forms of human leprosy. The UCP-LFA for quantitative detection of anti-PGL-I IgM allows monitoring the efficacy of vaccination and rifampin-treatment in the armadillo leprosy model, thereby providing a convenient tool to evaluate the effects of drugs and vaccines and new diagnostics.
Collapse
Affiliation(s)
- Zijie Zhou
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, Netherlands
| | - Maria Pena
- U.S. Department of Health and Human Services, Health Resources and Services Administration, Health Systems Bureau, National Hansen Disease Programme (NHDP), Baton Rouge, LA, United States
| | - Anouk van Hooij
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, Netherlands
| | - Louise Pierneef
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, Netherlands
| | - Danielle de Jong
- Department Cell and Chemical Biology, Leiden University Medical Center, Leiden, Netherlands
| | - Roena Stevenson
- U.S. Department of Health and Human Services, Health Resources and Services Administration, Health Systems Bureau, National Hansen Disease Programme (NHDP), Baton Rouge, LA, United States
| | - Rachel Walley
- U.S. Department of Health and Human Services, Health Resources and Services Administration, Health Systems Bureau, National Hansen Disease Programme (NHDP), Baton Rouge, LA, United States
| | - Paul L A M Corstjens
- Department Cell and Chemical Biology, Leiden University Medical Center, Leiden, Netherlands
| | - Richard Truman
- Department of Pathobiological Sciences, Louisiana State University, Baton Rouge, LA, United States
| | - Linda Adams
- U.S. Department of Health and Human Services, Health Resources and Services Administration, Health Systems Bureau, National Hansen Disease Programme (NHDP), Baton Rouge, LA, United States
| | - Annemieke Geluk
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, Netherlands
| |
Collapse
|
26
|
BCG-induced immunity profiles in household contacts of leprosy patients differentiate between protection and disease. Vaccine 2021; 39:7230-7237. [PMID: 34688497 DOI: 10.1016/j.vaccine.2021.10.027] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 08/26/2021] [Accepted: 10/12/2021] [Indexed: 11/20/2022]
Abstract
Leprosy is an infectious disease caused by Mycobacterium leprae leading to irreversible disabilities along with social exclusion. Leprosy is a spectral disease for which the clinical outcome after M. leprae infection is determined by host factors. The spectrum spans from anti-inflammatory T helper-2 (Th2) immunity concomitant with large numbers of bacteria as well as antibodies against M. leprae antigens in multibacillary (MB) leprosy, to paucibacillary (PB) leprosy characterised by strong pro-inflammatory, Th1 as well as Th17 immunity. Despite decades of availability of adequate antibiotic treatment, transmission of M. leprae is unabated. Since individuals with close and frequent contact with untreated leprosy patients are particularly at risk to develop the disease themselves, prophylactic strategies currently focus on household contacts of newly diagnosed patients. It has been shown that BCG (re)vaccination can reduce the risk of leprosy. However, BCG immunoprophylaxis in contacts of leprosy patients has also been reported to induce PB leprosy, indicating that BCG (re)vaccination may tip the balance between protective immunity and overactivation immunity causing skin/nerve tissue damage. In order to identify who is at risk of developing PB leprosy after BCG vaccination, amongst individuals who are chronically exposed to M. leprae, we analyzed innate and adaptive immune markers in whole blood of household contacts of newly diagnosed leprosy patients in Bangladesh, some of which received BCG vaccination. As controls, individuals from the same area without known contact with leprosy patients were similarly assessed. Our data show the added effect of BCG vaccination on immune markers on top of the effect already induced by M. leprae exposure. Moreover, we identified BCG-induced markers that differentiate between protective and disease prone immunity in those contacts.
Collapse
|
27
|
Silva KKDPE, de Oliveira EE, Elias CMM, Pereira IE, Pinheiro RO, Sarno EN, Duthie MS, Teixeira HC. Serum IgA Antibodies Specific to M. leprae Antigens as Biomarkers for Leprosy Detection and Household Contact Tracking. Front Med (Lausanne) 2021; 8:698495. [PMID: 34447763 PMCID: PMC8382955 DOI: 10.3389/fmed.2021.698495] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 06/28/2021] [Indexed: 11/13/2022] Open
Abstract
Leprosy remains endemic in several developing countries, such as India and Brazil, in part due to delayed diagnosis that facilitates ongoing transmission. Although immunoglobulins against several Mycobacterium leprae antigens have been indicated for the early diagnosis, and IgA participates in the early stages of leprosy and in subclinical infection, relatively little research has examined anti-M. leprae IgA responses. Here, we investigated serum IgA reactivity against NDO-HSA, LID-1 and NDO-LID, in paucibacillary (PB) and multibacillary (MB) patients and their household contacts, using enzyme-linked immunosorbent assay (ELISA). Diagnostic accuracy of each ELISA was evaluated by receiver operating characteristic (ROC) curve analysis. Our data reveal elevated IgA serum levels against the three M. leprae specific antigens in MB patients, whereas IgA reactivity in PB patients was increased only to NDO-HSA. Further, MB and PB household contacts displayed higher IgA reactivity to NDO-HSA than non-endemic controls. Our data suggest measurement of serum IgA against NDO-HSA as an additional tool in the diagnosis and classification of the disease, with potential utility for household contact follow-up.
Collapse
Affiliation(s)
- Kyssia Karen de Paiva E Silva
- Department of Parasitology, Microbiology and Immunology, Institute of Biological Sciences, Federal University of Juiz de Fora, Juiz de Fora, Brazil
| | - Erick Esteves de Oliveira
- Department of Parasitology, Microbiology and Immunology, Institute of Biological Sciences, Federal University of Juiz de Fora, Juiz de Fora, Brazil
| | - Carolina Martins Moreira Elias
- Department of Parasitology, Microbiology and Immunology, Institute of Biological Sciences, Federal University of Juiz de Fora, Juiz de Fora, Brazil
| | - Ingrid Estevam Pereira
- Department of Parasitology, Microbiology and Immunology, Institute of Biological Sciences, Federal University of Juiz de Fora, Juiz de Fora, Brazil
| | - Roberta Olmo Pinheiro
- Leprosy Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Euzenir Nunes Sarno
- Leprosy Laboratory, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | | | - Henrique Couto Teixeira
- Department of Parasitology, Microbiology and Immunology, Institute of Biological Sciences, Federal University of Juiz de Fora, Juiz de Fora, Brazil
| |
Collapse
|
28
|
van Hooij A, Geluk A. In search of biomarkers for leprosy by unraveling the host immune response to Mycobacterium leprae. Immunol Rev 2021; 301:175-192. [PMID: 33709405 PMCID: PMC8251784 DOI: 10.1111/imr.12966] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 02/23/2021] [Indexed: 12/18/2022]
Abstract
Mycobacterium leprae, the causative agent of leprosy, is still actively transmitted in endemic areas reflected by the fairly stable number of new cases detected each year. Recognizing the signs and symptoms of leprosy is challenging, especially at an early stage. Improved diagnostic tools, based on sensitive and specific biomarkers, that facilitate diagnosis of leprosy are therefore urgently needed. In this review, we address the challenges that leprosy biomarker research is facing by reviewing cell types reported to be involved in host immunity to M leprae. These cell types can be associated with different possible fates of M leprae infection being either protective immunity, or pathogenic immune responses inducing nerve damage. Unraveling these responses will facilitate the search for biomarkers. Implications for further studies to disentangle the complex interplay between host responses that lead to leprosy disease are discussed, providing leads for the identification of new biomarkers to improve leprosy diagnostics.
Collapse
Affiliation(s)
- Anouk van Hooij
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, The Netherlands
| | - Annemieke Geluk
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, The Netherlands
| |
Collapse
|