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Sadovska D, Ozere I, Pole I, Ķimsis J, Vaivode A, Vīksna A, Norvaiša I, Bogdanova I, Ulanova V, Čapligina V, Bandere D, Ranka R. Unraveling tuberculosis patient cluster transmission chains: integrating WGS-based network with clinical and epidemiological insights. Front Public Health 2024; 12:1378426. [PMID: 38832230 PMCID: PMC11144917 DOI: 10.3389/fpubh.2024.1378426] [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: 01/29/2024] [Accepted: 05/07/2024] [Indexed: 06/05/2024] Open
Abstract
Background Tuberculosis remains a global health threat, and the World Health Organization reports a limited reduction in disease incidence rates, including both new and relapse cases. Therefore, studies targeting tuberculosis transmission chains and recurrent episodes are crucial for developing the most effective control measures. Herein, multiple tuberculosis clusters were retrospectively investigated by integrating patients' epidemiological and clinical information with median-joining networks recreated based on whole genome sequencing (WGS) data of Mycobacterium tuberculosis isolates. Methods Epidemiologically linked tuberculosis patient clusters were identified during the source case investigation for pediatric tuberculosis patients. Only M. tuberculosis isolate DNA samples with previously determined spoligotypes identical within clusters were subjected to WGS and further median-joining network recreation. Relevant clinical and epidemiological data were obtained from patient medical records. Results We investigated 18 clusters comprising 100 active tuberculosis patients 29 of whom were children at the time of diagnosis; nine patients experienced recurrent episodes. M. tuberculosis isolates of studied clusters belonged to Lineages 2 (sub-lineage 2.2.1) and 4 (sub-lineages 4.3.3, 4.1.2.1, 4.8, and 4.2.1), while sub-lineage 4.3.3 (LAM) was the most abundant. Isolates of six clusters were drug-resistant. Within clusters, the maximum genetic distance between closely related isolates was only 5-11 single nucleotide variants (SNVs). Recreated median-joining networks, integrated with patients' diagnoses, specimen collection dates, sputum smear microscopy, and epidemiological investigation results indicated transmission directions within clusters and long periods of latent infection. It also facilitated the identification of potential infection sources for pediatric patients and recurrent active tuberculosis episodes refuting the reactivation possibility despite the small genetic distance of ≤5 SNVs between isolates. However, unidentified active tuberculosis cases within the cluster, the variable mycobacterial mutation rate in dormant and active states, and low M. tuberculosis genetic variability inferred precise transmission chain delineation. In some cases, heterozygous SNVs with an allelic frequency of 10-73% proved valuable in identifying direct transmission events. Conclusion The complex approach of integrating tuberculosis cluster WGS-data-based median-joining networks with relevant epidemiological and clinical data proved valuable in delineating epidemiologically linked patient transmission chains and deciphering causes of recurrent tuberculosis episodes within clusters.
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Affiliation(s)
- Darja Sadovska
- Laboratory of Molecular Microbiology, Latvian Biomedical Research and Study Centre, Riga, Latvia
| | - Iveta Ozere
- Centre of Tuberculosis and Lung Diseases, Riga East University Hospital, Upeslejas, Latvia
- Department of Infectology, Riga Stradiņš University, Riga, Latvia
| | - Ilva Pole
- Centre of Tuberculosis and Lung Diseases, Riga East University Hospital, Upeslejas, Latvia
| | - Jānis Ķimsis
- Laboratory of Molecular Microbiology, Latvian Biomedical Research and Study Centre, Riga, Latvia
| | - Annija Vaivode
- Laboratory of Molecular Microbiology, Latvian Biomedical Research and Study Centre, Riga, Latvia
| | - Anda Vīksna
- Centre of Tuberculosis and Lung Diseases, Riga East University Hospital, Upeslejas, Latvia
- Department of Infectology, Riga Stradiņš University, Riga, Latvia
| | - Inga Norvaiša
- Centre of Tuberculosis and Lung Diseases, Riga East University Hospital, Upeslejas, Latvia
| | - Ineta Bogdanova
- Centre of Tuberculosis and Lung Diseases, Riga East University Hospital, Upeslejas, Latvia
| | - Viktorija Ulanova
- Laboratory of Molecular Microbiology, Latvian Biomedical Research and Study Centre, Riga, Latvia
| | - Valentīna Čapligina
- Laboratory of Molecular Microbiology, Latvian Biomedical Research and Study Centre, Riga, Latvia
| | - Dace Bandere
- Department of Pharmaceutical Chemistry, Riga Stradiņš University, Riga, Latvia
| | - Renāte Ranka
- Laboratory of Molecular Microbiology, Latvian Biomedical Research and Study Centre, Riga, Latvia
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Nasrin R, Uddin MKM, Kabir SN, Rahman T, Biswas S, Hossain A, Rahman SMM, Ahmed S, Pouzol S, Hoffmann J, Banu S. Xpert MTB/RIF Ultra for the rapid diagnosis of extrapulmonary tuberculosis in a clinical setting of high tuberculosis prevalence country and interpretation of 'trace' results. Tuberculosis (Edinb) 2024; 145:102478. [PMID: 38218133 DOI: 10.1016/j.tube.2024.102478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 12/12/2023] [Accepted: 01/06/2024] [Indexed: 01/15/2024]
Abstract
To evaluate the diagnostic performance of Xpert MTB/RIF Ultra (Ultra) for the diagnosis of extrapulmonary tuberculosis (EPTB) from different types of extrapulmonary specimens in comparison with culture and composite microbiological reference standard (CRS). A total of 240 specimens were prospectively collected from presumptive EPTB patients between July 2021-January 2022 and tested by Ultra, Xpert, culture and acid-fast bacilli (AFB) smear microscopy. Out of 240 specimens, 35.8 %, 20.8 %, 11.3 %, and 7.1 % were detected as Mycobacterium tuberculosis complex by Ultra, Xpert, culture and AFB microscopy, respectively. An additional 15.0 % cases were detected by Ultra compared to Xpert MTB/RIF (Xpert) assay. A total of 28 (11.7 %) cases were identified as 'trace' category by Ultra with indeterminate rifampicin resistance result; of which 36.4 % were clinically confirmed as EPTB. Compared to culture, the sensitivity and specificity of Ultra and Xpert were 100 % and 72.3 %; 92.6 % and 88.3 %, respectively. In comparison with CRS, these were respectively: 98.9 % and 100 %; 57.5 % and 100 %. For individual category of specimens, sensitivity of Ultra was 100 % with varying specificity. We found that Ultra was highly sensitive for the rapid diagnosis of EPTB and has extensive potential over current diagnostics in high TB burden countries, but 'trace' results should be interpreted with caution.
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Affiliation(s)
- Rumana Nasrin
- Infectious Diseases Division, Icddr,b, Dhaka, 1212, Bangladesh
| | | | - Sk Nazmul Kabir
- Infectious Diseases Division, Icddr,b, Dhaka, 1212, Bangladesh
| | - Tanjina Rahman
- Infectious Diseases Division, Icddr,b, Dhaka, 1212, Bangladesh
| | - Samanta Biswas
- Infectious Diseases Division, Icddr,b, Dhaka, 1212, Bangladesh
| | - Aazia Hossain
- Infectious Diseases Division, Icddr,b, Dhaka, 1212, Bangladesh
| | | | - Shahriar Ahmed
- Infectious Diseases Division, Icddr,b, Dhaka, 1212, Bangladesh
| | - Stephane Pouzol
- Scientific and Medical Department, Fondation Mérieux (Lyon), France
| | | | - Sayera Banu
- Infectious Diseases Division, Icddr,b, Dhaka, 1212, Bangladesh.
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Babiker HA, Al-Jardani A, Al-Azri S, Petit RA, Saad E, Al-Mahrouqi S, Mohamed RA, Al-Hamidhi S, Balkhair AA, Al Kharusi N, Al Balushi L, Al Zadjali S, Pérez-Pardal L, Beja-Pereira A, Babiker A. Mycobacterium tuberculosis epidemiology in Oman: whole-genome sequencing uncovers transmission pathways. Microbiol Spectr 2023; 11:e0242023. [PMID: 37768070 PMCID: PMC10581073 DOI: 10.1128/spectrum.02420-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 08/07/2023] [Indexed: 09/29/2023] Open
Abstract
Tuberculosis (TB) originating from expatriates that hail from high TB-burden countries is hypothesized to play a role in continued TB transmission in Oman. Here, we used whole-genome sequencing (WGS) to assess national TB transmission dynamics. The annual incidence per 100,000 population per year was calculated for nationals and expatriates. A convenience sample of Mycobacterium tuberculosis (MTB) isolates from 2018 to 2019 was sequenced and analyzed with publicly available TB sequences from Bangladesh, Tanzania, the Philippines, India, and Pakistan. Relatedness was assessed by generating core-genome single nucleotide polymorphism (SNP) distances. The incidence of TB was five cases per 100,000 persons in 2018 and seven cases per 100,000 persons in 2020 (R2 = 0.34, P = 0.60). Incidence among nationals was 3.9 per 100,000 persons in 2018 and 3.5 per 100,000 persons in 2020 (R2 = 0.20, P = 0.70), and incidence among expatriates was 7.2 per 100,000 persons in 2018 and 12.7 per 100,000 persons in 2020 (R2 = 0.74, P = 0.34). Sixty-eight local MTB isolates were sequenced and analyzed with 393 global isolates. Isolates belonged to nine distinct spoligotypes. Two isolates, originating from an expatriate and an Omani national, were grouped into a WGS-based cluster (SNP distance < 12), which was corroborated by an epidemiological investigation. Relatedness of local and global isolates (SNP distance < 100) was also seen. The relatedness between MTB strains in Oman and those in expatriate countries of origin can aid inform TB control policy. Our results provide evidence that WGS can complement epidemiological analysis to achieve the End TB strategy goal in Oman. IMPORTANCE Tuberculosis (TB) incidence in Oman remains above national program control targets. TB transmission originating from expatriates from high TB-burden countries has been hypothesized to play a role. We used whole-genome sequencing (WGS) to assess TB transmission dynamics between expatriates and Omani nationals to inform TB control efforts. Available Mycobacterium tuberculosis isolates from 2018 to 2019 underwent WGS and analysis with publicly available TB sequences from Bangladesh, the Philippines, India, and Pakistan to assess for genetic relatedness. Our analysis revealed evidence of previously unrecognized transmission between an expatriate and an Omani national, which was corroborated by epidemiological investigation. Analysis of local and global isolates revealed evidence of distant relatedness between local and global isolates. Our results provide evidence that WGS can complement classic public health surveillance to inform targeted interventions to achieve the End TB strategy goal in Oman.
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Affiliation(s)
- Hamza A Babiker
- Biochemistry Department, College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman
- Institute of Immunology and Infection Research, School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Amina Al-Jardani
- Central Public Health Laboratories, National Tuberculosis Reference Laboratory, Directorate General for Disease Surveillance and Control, Ministry of Health, Muscat, Oman
| | - Saleh Al-Azri
- Central Public Health Laboratories, National Tuberculosis Reference Laboratory, Directorate General for Disease Surveillance and Control, Ministry of Health, Muscat, Oman
| | - Robert A. Petit
- Wyoming Department of Health, Wyoming Public Health Laboratory, Cheyenne, Wyoming, USA
| | - Eltaib Saad
- Department of Medicine, Ascension Saint Francis Hospital, Evanston, Illinois, USA
| | - Sarah Al-Mahrouqi
- Central Public Health Laboratories, National Tuberculosis Reference Laboratory, Directorate General for Disease Surveillance and Control, Ministry of Health, Muscat, Oman
| | - Reham A.H. Mohamed
- Biochemistry Department, College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman
| | - Salama Al-Hamidhi
- Biochemistry Department, College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman
| | - Abdullah A. Balkhair
- Department of Medicine, College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman
| | - Najma Al Kharusi
- Central Public Health Laboratories, National Tuberculosis Reference Laboratory, Directorate General for Disease Surveillance and Control, Ministry of Health, Muscat, Oman
| | - Laila Al Balushi
- Central Public Health Laboratories, National Tuberculosis Reference Laboratory, Directorate General for Disease Surveillance and Control, Ministry of Health, Muscat, Oman
| | - Samiya Al Zadjali
- Central Public Health Laboratories, National Tuberculosis Reference Laboratory, Directorate General for Disease Surveillance and Control, Ministry of Health, Muscat, Oman
| | - Lucía Pérez-Pardal
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Labora tório Associado, Campus de Vairão, Universidade do Porto, Vairão, Portugal, Vairão, Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Campus de Vairão, Vairão, Portugal
| | - Albano Beja-Pereira
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Labora tório Associado, Campus de Vairão, Universidade do Porto, Vairão, Portugal, Vairão, Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Campus de Vairão, Vairão, Portugal
- DGAOT, Faculty of Sciences, Universidade do Porto, Porto, Portugal
| | - Ahmed Babiker
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
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Alehegn E, Gebreyohanns A, Berhane B, Wright J, Fantahun M, Hailu M, Buta B, Kassa M, Woldu T, Dejene N, Zena N, Tesfaye T, Gezahegn A, Getinet T, Gize A. Burden of Mycobacterium tuberculosis and Associated Factors among Presumptive Extra pulmonary Tuberculosis Patients from Selected Health Facilities, Addis Ababa, Ethiopia. IJID REGIONS 2023; 7:199-205. [PMID: 37114203 PMCID: PMC10127111 DOI: 10.1016/j.ijregi.2023.03.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 03/02/2023] [Accepted: 03/11/2023] [Indexed: 04/29/2023]
Abstract
Background Extra pulmonary tuberculosis (EPTB) accounts for a significant proportion of tuberculosis (TB), a devastating disease of public health concern. The complexity of the cases, the involvement of many organs, resource constraints, and concerns regarding drug resistance make disease diagnosis and treatment difficult. This study aimed to determine the burden of tuberculosis and associated factors among presumptive EPTB patients in selected hospitals in Addis Ababa. Material and methods A cross-sectional study was conducted from February to August 2022 in selected public hospitals in Addis Ababa. Those who attended the hospitals and were presumptively diagnosed as EPTB patient were included in the study. Sociodemographic and clinical data were collected using a semistructured questionnaire. The GeneXpert MTB/RIF assay, Mycobacterium Growth Indicator Tube (MGIT) culture, and solid culture using Löwenstein-Jensen (LJ) medium were used. The data were entered and analyzed using SPSS version 23, and a p-value ≤ 0.05 was considered as statistically significant. Results From a total of 308 participants enrolled in this study, the measured burdens of extrapulmonary tuberculosis using the Xpert MTB/RIF assay, liquid culture, and solid culture were 54 (17.5%), 45 (14.6%), and 39 (12.7%), respectively. In this study, sex, contact history with known TB cases, having a purulent type of aspirate, and being HIV positive had statistically significant associations with EPTB. Conclusions The burden of extrapulmonary tuberculosis among presumptive extrapulmonary tuberculosis cases was found to be significant. Sex, contact history with a known TB case, having apurulent type of aspirate, and being HIV positive were found to be associated with extrapulmonary tuberculosis infection. Strict adherence to the national tuberculosis diagnosis and treatment guidelines is important, while the true burden of the disease should be ascertained using standard diagnostic tests for better prevention and control interventions.
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Affiliation(s)
- Elias Alehegn
- St Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia
- Addis Ababa City Administration, Farmers and Urban Agriculture Development Commission, Addis Ababa, Ethiopia
| | | | - Bereket Berhane
- St Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia
| | | | - Mengistu Fantahun
- St Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia
| | - Michael Hailu
- Ethiopian Public Health Institute, Addis Ababa, Ethiopia
| | - Bedo Buta
- Ethiopian Public Health Institute, Addis Ababa, Ethiopia
| | - Melkayehu Kassa
- St Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia
| | - Tsedale Woldu
- St Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia
| | - Natnael Dejene
- St Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia
| | - Nuhamen Zena
- St Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia
| | | | - Azeb Gezahegn
- Ras Desta Damtew Memorial Hospital, Addis Ababa, Ethiopia
| | - Tilahun Getinet
- Addis Ababa City Administration, Farmers and Urban Agriculture Development Commission, Addis Ababa, Ethiopia
| | - Addisu Gize
- St Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia
- CIH Center for International Health, University Hospital, LMU Munich, Germany
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Addo SO, Mensah GI, Mosi L, Abrahams AOD, Addo KK. Genetic diversity and drug resistance profiles of Mycobacterium tuberculosis complex isolates from patients with extrapulmonary tuberculosis in Ghana and their associated host immune responses. IJID REGIONS 2022; 4:75-84. [PMID: 35813561 PMCID: PMC9263986 DOI: 10.1016/j.ijregi.2022.06.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 06/20/2022] [Accepted: 06/23/2022] [Indexed: 12/05/2022]
Abstract
Pleural TB and TB lymphadenitis are the most common forms of extrapulmonary TB in Ghana. M. tb sub-lineage Cameroon is associated with decreased serum IL-1β, IL-17A, and IFN-α. A significant association was observed between age and M. tb complex lineages. Generally, M. bovis contributes minimally to human extrapulmonary TB in Ghana.
Objectives This study sought to determine the genetic diversity and drug resistance profiles of Mycobacterium tuberculosis complex (MTBC) isolates from extrapulmonary tuberculosis (EPTB) patients in Ghana, and their associated immune responses. Methods Spoligotyping was performed on 102 MTBC isolates from EPTB patients. Lineages/sub-lineages were assigned by comparing spoligotyping patterns primarily with the SITVIT2 database and subsequently with the TB-Lineage online tool for unknown isolates in SITVIT2. Drug susceptibility testing was performed using MGIT (BD BACTEC 960), Lowenstein-Jensen media (indirect proportion method), and GenoType MTBDRplus/MTBDRsl assays. Differential cytokine levels in the serum of 20 EPTB patients infected with MTBC lineage 4 were determined using the Luminex multiplex immunoassay. Results Around 95% (97/102) of isolates were Mycobacterium tuberculosis, predominantly lineage 4 (95%; 92/97). Of the lineage 4 isolates, the majority were sub-lineage Cameroon (37%, 34/92). Prevalence was significantly higher in the 15–34 years age group among EPTB patients infected with lineage 4 strains (p = 0.024). Fifteen isolates were resistant to at least one anti-TB drug tested. Decreased levels of IL-1β, IL-17A, and IFN-α were observed in individuals infected with Cameroon sub-lineages compared with other lineage 4 sub-lineages. Conclusions Our study confirms Cameroon (SIT61) as the most common spoligotype causing human EPTB in Ghana, and that it is associated with decreased serum IL-1β, IL-17A, and IFN-α.
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Affiliation(s)
- Samuel Ofori Addo
- Department of Bacteriology, Noguchi Memorial Institute for Medical Research, College of Health Sciences, University of Ghana, Legon, Ghana
- Department of Biochemistry, Cell and Molecular Biology, College of Basic and Applied Sciences, University of Ghana, Legon, Ghana
- West African Center for Cell Biology of Infectious Pathogens, College of Basic and Applied Sciences, University of Ghana, Legon, Ghana
- Corresponding Author: Samuel Ofori Addo, Department of Bacteriology, Noguchi Memorial Institute for Medical Research, College of Health Sciences, University of Ghana, P.O. Box LG 581, Legon, Ghana. Tel: (+233) 242 763 796.
| | - Gloria Ivy Mensah
- Department of Bacteriology, Noguchi Memorial Institute for Medical Research, College of Health Sciences, University of Ghana, Legon, Ghana
| | - Lydia Mosi
- Department of Biochemistry, Cell and Molecular Biology, College of Basic and Applied Sciences, University of Ghana, Legon, Ghana
- West African Center for Cell Biology of Infectious Pathogens, College of Basic and Applied Sciences, University of Ghana, Legon, Ghana
| | - Afua Owusua Darkwah Abrahams
- Department of Pathology, University of Ghana Medical School, College of Health Sciences, University of Ghana, Legon, Ghana
| | - Kennedy Kwasi Addo
- Department of Bacteriology, Noguchi Memorial Institute for Medical Research, College of Health Sciences, University of Ghana, Legon, Ghana
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Dynamics of Mycobacterium tuberculosis Lineages in Oman, 2009 to 2018. Pathogens 2022; 11:pathogens11050541. [PMID: 35631062 PMCID: PMC9148118 DOI: 10.3390/pathogens11050541] [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: 03/29/2022] [Revised: 04/28/2022] [Accepted: 04/29/2022] [Indexed: 01/27/2023] Open
Abstract
Study aim. Effective Tuberculosis (TB) control measures in Oman have reduced the annual incidence of tuberculosis cases by 92% between 1981 and 2016. However, the current incidence remains above the program control target of <1 TB case per 100,000 population. This has been partly attributed to a high influx of migrants from countries with high TB burdens. The present study aimed to elucidate Mycobacterium tuberculosis infection dynamics among nationals and foreigners over a period of 10 years. Methods. The study examined TB cases reported between 2009 and 2018 and examined the spatial heterogeneity of TB cases and the distribution of M. tuberculosis genotypes defined by spoligotypes and MIRU-VNTR among Omanis and foreigners. Results. A total of 484 spoligoprofiles were detected among the examined isolates (n = 1295). These include 943 (72.8%) clustered and 352 (27.2%) unique isolates. Diverse M. tuberculosis lineages exist in all provinces in Oman, with most lineages shared between Omanis and foreigners. The most frequent spoligotypes were found to belong to EAI (318, 30.9%), CAS (310, 30.1%), T (154, 14.9%), and Beijing (88, 8.5%) lineages. However, the frequencies of these lineages differed between Omanis and foreigners. Of the clustered strains, 192 MTB isolates were further analysed via MIRU-VNTR. Each isolate exhibited a unique MIRU-VNTR profile, indicative of absence of ongoing transmission. Conclusions. TB incidence exhibits spatial heterogeneity across Oman, with high levels of diversity of M. tuberculosis lineages among Omanis and foreigners and sub-lineages shared between the two groups. However, MIRU-VNTR analysis ruled out ongoing transmission.
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