ArticleThe Lancet regional health. Western Pacific2023
Genotypic and spatial analysis of transmission dynamics of tuberculosis in Shanghai, China: a 10-year prospective population-based surveillance study.
Article in The Lancet regional health. Western Pacific, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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20 citing papers in PubMed, 25 citations in OpenAlex.
- Quantifying the community transmission ofEmerging microbes & infections · 2026Article
- Estimating the contribution to transmission of asymptomatic tuberculosis from population-based genomic epidemiology studies.Emerging microbes & infections · 2026Article
- Spatial heterogeneity and drivers of pulmonary tuberculosis in Guangzhou: a street-level analysis of residents and migrant subgroups from 2015 to 2023.BMC public health · 2026Article
- Identification of tuberculosis transmission hotspots in urban China using surveillance data: a machine learning approach based on genomic and spatial analysis.BMC infectious diseases · 2026Article
- Geospatial analysis of shared risks for tuberculosis transmission in an urban cohort.Scientific reports · 2025Article
- Effectiveness of centralized hospitalization treatment on transmission in household contacts of pulmonary tuberculosis patients: a contact-traced study.European journal of clinical microbiology & infectious diseases : official publication of the European Society of Clinical Microbiology · 2025Article
- Should neighbours of tuberculosis (TB) cases be prioritised for active case finding in high TB-burden settings? A prospective molecular epidemiological study.BMJ global health · 2025Article
- Genotypic Characteristics ofChina CDC weekly · 2025Article
- High proportion of tuberculosis recent transmission in rural areas of Northeastern China: a 3-year prospective population-based genotypic and spatial analysis in Hinggan League, China.Microbiology spectrum · 2025Article
- Integrating genomic and spatial analyses to describe tuberculosis transmission: a scoping review.The Lancet. Microbe · 2025Article
- Phylodynamic assessment of SNP distances from whole genome sequencing for determining Mycobacterium tuberculosis transmission.Scientific reports · 2025Article
- Transmission characteristics of tuberculosis in the high-TB-burden region of Southwest China.Frontiers in public health · 2025Article
- Cross-District Transmission of Tuberculosis in a High-Mobility City in China: Implications for Regional Collaboration in Infectious Disease Control.Infection and drug resistance · 2025Article
- Transmission of tuberculosis in rural Henan, China: a prospective population-based genomic spatial epidemiological study.Emerging microbes & infections · 2024Article
- Epidemiological characteristics, diagnosis and treatment effect of rifampicin-resistant pulmonary tuberculosis (RR-PTB) in Guizhou Province.BMC infectious diseases · 2024Article
- Knowledge, attitude, and practice regarding tuberculosis in a labor-intensive industrial district.Frontiers in public health · 2024Article
- Spatial pattern of isoniazid-resistant tuberculosis and its associated factors among a population with migrants in China: a retrospective population-based study.Frontiers in public health · 2024Article
- Genomic and Spatial Analysis on the Recent Transmission ofInfection and drug resistance · 2024Article
- Trends of Drug-Resistant Tuberculosis in an Urban and a Rural Area in China: A 10-Year Population-Based Molecular Epidemiological Study.Infection and drug resistance · 2024Article
- Ending tuberculosis by 2030: understanding the transmission.The Lancet regional health. Western Pacific · 2023Article
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Authors and funding
16 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: With improved tuberculosis (TB) control programs, the incidence of TB in China declined dramatically over the past few decades, but recently the rate of decrease has slowed, especially in large cities such as Shanghai. To help formulate strategies to further reduce TB incidence, we performed a 10-year study in Songjiang, a district of Shanghai, to delineate the characteristics, transmission patterns, and dynamic changes of the local TB burden. Methods: We conducted a population-based study of culture-positive pulmonary TB patients diagnosed in Songjiang during 2011-2020. Genomic clusters were defined with a threshold distance of 12-single-nucleotide-polymorphisms based on whole-genome sequencing, and risk factors for clustering were identified by logistic regression. Transmission inference was performed using phybreak. The distances between the residences of patients were compared to the genomic distances of their isolates. Spatial patient hotspots were defined with kernel density estimation. Findings: Of 2212 enrolled patients, 74.7% (1652/2212) were internal migrants. The clustering rate (25.2%, 558/2212) and spatial concentrations of clustered and unclustered patients were unchanged over the study period. Migrants had significantly higher TB rates but less clustering than residents. Clustering was highest in male migrants, younger patients and both residents and migrants employed in physical labor. Only 22.1% of transmission events occurred between residents and migrants, with residents more likely to transmit to migrants. The clustering risk decreased rapidly with increasing distances between patient residences, but more than half of clustered patient pairs lived ≥5 km apart. Epidemiologic links were identified for only 15.6% of clustered patients, mostly in close contacts. Interpretation: Although some of the TB in Songjiang's migrant population is caused by strains brought by infected migrants, local, recent transmission is an important driver of the TB burden. These results suggest that further reductions in TB incidence require novel strategies to detect TB early and interrupt urban transmission. Funding: Shanghai Municipal Science and Technology Major Project (ZD2021CY001), National Natural Science Foundation of China (82272376), National Research Council of Science and Technology Major Project of China (2017ZX10201302-006).
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