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Chen T, Wan B, Wang M, Lin S, Wu Y, Huang J. Evaluating the global, regional, and national impact of syphilis: results from the global burden of disease study 2019. Sci Rep 2023; 13:11386. [PMID: 37452074 PMCID: PMC10349077 DOI: 10.1038/s41598-023-38294-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 07/06/2023] [Indexed: 07/18/2023] Open
Abstract
Syphilis is a global public health concern. This study aimed to assess the global and regional burden of syphilis from 1990 to 2019. Disease burden was evaluated using disability-adjusted life-years (DALYs) and prevalence. Data were extracted from the 2019 global burden of disease Study, an open database available for download. Age-standardized rates (ASR) and estimated annual percentage changes (EAPC) were calculated to evaluate the syphilis burden over time. In 2019, the total number of prevalent cases of syphilis was 49.71 million worldwide. The ASR of prevalence was stable from 1990 to 2019 with an EAPC of 0.00 (95% CI - 0.10-0.11). The number of DALYs caused by syphilis was 7.36 million in 2019, reflecting a reduction of 16.38% compared with that in 1990 (8.80 million). The ASR of DALYs exhibited a decreasing trend from 1990 to 2019 (EAPC = - 1.01; 95% CI - 1.19 to - 0.84), with the highest rates observed in the younger age group (< 14 years old). In 2019, the highest ASR of DALYs was found in low sociodemographic index (SDI) regions (239.21/100,000), and the lowest in high SDI regions (3.14/100,000). Generally, the ASR of DALYs decreased as the SDI increased. The top three countries with the highest ASR of DALYs for syphilis were the Solomon Islands, Equatorial Guinea, and Liberia. While the global prevalence of syphilis remained persistently high from 1990 to 2019, there has been a recent decrease in the ASR of DALYs. Increased attention should be dedicated to younger populations and regions characterized by low SDIs.
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Affiliation(s)
- Tao Chen
- The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
| | - Bo Wan
- The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
- Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Mingfang Wang
- Department of Hepatology, Hepatology Research Institute, The First Affiliated Hospital, Fujian Medical University, No. 20, Chazhong Road, Taijiang District, Fuzhou, 350005, Fujian, China
- Fujian Clinical Research Center for Liver and Intestinal Diseases, The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
- Department of Hepatology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
| | - Su Lin
- Department of Hepatology, Hepatology Research Institute, The First Affiliated Hospital, Fujian Medical University, No. 20, Chazhong Road, Taijiang District, Fuzhou, 350005, Fujian, China
- Fujian Clinical Research Center for Liver and Intestinal Diseases, The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
- Department of Hepatology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
| | - Yinlian Wu
- Department of Hepatology, Hepatology Research Institute, The First Affiliated Hospital, Fujian Medical University, No. 20, Chazhong Road, Taijiang District, Fuzhou, 350005, Fujian, China
- Fujian Clinical Research Center for Liver and Intestinal Diseases, The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
- Department of Hepatology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
| | - Jiaofeng Huang
- Department of Hepatology, Hepatology Research Institute, The First Affiliated Hospital, Fujian Medical University, No. 20, Chazhong Road, Taijiang District, Fuzhou, 350005, Fujian, China.
- Fujian Clinical Research Center for Liver and Intestinal Diseases, The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China.
- Department of Hepatology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China.
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Nakagiri N, Sato K, Sakisaka Y, Tainaka KI. Serious role of non-quarantined COVID-19 patients for random walk simulations. Sci Rep 2022; 12:738. [PMID: 35031645 PMCID: PMC8760292 DOI: 10.1038/s41598-021-04629-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 12/21/2021] [Indexed: 02/07/2023] Open
Abstract
The infectious disease (COVID-19) causes serious damages and outbreaks. A large number of infected people have been reported in the world. However, such a number only represents those who have been tested; e.g. PCR test. We focus on the infected individuals who are not checked by inspections. The susceptible-infected-recovered (SIR) model is modified: infected people are divided into quarantined (Q) and non-quarantined (N) agents. Since N-agents behave like uninfected people, they can move around in a stochastic simulation. Both theory of well-mixed population and simulation of random-walk reveal that the total population size of Q-agents decrease in spite of increasing the number of tests. Such a paradox appears, when the ratio of Q exceeds a critical value. Random-walk simulations indicate that the infection hardly spreads, if the movement of all people is prohibited ("lockdown"). In this case the infected people are clustered and locally distributed within narrow spots. The similar result can be obtained, even when only non-infected people move around. However, when both N-agents and uninfected people move around, the infection spreads everywhere. Hence, it may be important to promote the inspections even for asymptomatic people, because most of N-agents are mild or asymptomatic.
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Affiliation(s)
- Nariyuki Nakagiri
- School of Human Science and Environment, University of Hyogo, Himeji, 670-0092, Japan
| | - Kazunori Sato
- Department of Mathematical and Systems Engineering, Shizuoka University, Hamamatsu, 432-8561, Japan
| | - Yukio Sakisaka
- Institute of Preventive and Medicinal Dietetics, Nakamura Gakuen University, Fukuoka, 814-0198, Japan
- Division of Early Childhood Care and Education, Nakamura Gakuen University Junior College, Fukuoka, 814-0198, Japan
| | - Kei-Ichi Tainaka
- Department of Mathematical and Systems Engineering, Shizuoka University, Hamamatsu, 432-8561, Japan.
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Joseph SJ, Thomas Iv JC, Schmerer MW, Cartee J, St Cyr S, Schlanger K, Kersh EN, Raphael BH, Gernert KM. Global emergence and dissemination of Neisseria gonorrhoeae ST-9363 isolates with reduced susceptibility to azithromycin. Genome Biol Evol 2021; 14:6486421. [PMID: 34962987 DOI: 10.1093/gbe/evab287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/22/2021] [Indexed: 11/12/2022] Open
Abstract
Neisseria gonorrhoeae multi-locus sequence type (ST) 9363 core-genogroup isolates have been associated with reduced azithromycin susceptibility (AZMrs) and show evidence of clonal expansion in the U.S. Here we analyze a global collection of ST-9363 core-genogroup genomes to shed light on the emergence and dissemination of this strain. The global population structure of ST-9363 core-genogroup falls into three lineages: Basal, European, and North American; with 32 clades within all lineages. Although, ST-9363 core-genogroup is inferred to have originated from Asia in the mid-19th century; we estimate the three modern lineages emerged from Europe in the late 1970s to early 1980s. The European lineage appears to have emerged and expanded from around 1986 to 1998, spreading into North America and Oceania in the mid-2000s with multiple introductions, along with multiple secondary reintroductions into Europe. Our results suggest two separate acquisition events of mosaic mtrR and mtrR promoter alleles: first during 2009-2011 and again during the 2012-2013 time, facilitating the clonal expansion of this core-genogroup with AZMrs in the U.S. By tracking phylodynamic evolutionary trajectories of clades that share distinct demography as well as population-based genomic statistics, we demonstrate how recombination and selective pressures in the mtrCDE efflux operon granted a fitness advantage to establish ST-9363 as a successful gonococcal lineage in the U.S. and elsewhere. Although it is difficult to pinpoint the exact timing and emergence of this young core-genogroup, it remains critically important to continue monitoring it, as it could acquire additional resistance markers.
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Affiliation(s)
- Sandeep J Joseph
- Division of STD Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia-30329, USA
| | - Jesse C Thomas Iv
- Division of STD Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia-30329, USA
| | - Matthew W Schmerer
- Division of STD Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia-30329, USA
| | - Jack Cartee
- Division of STD Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia-30329, USA
| | - Sancta St Cyr
- Division of STD Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia-30329, USA
| | - Karen Schlanger
- Division of STD Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia-30329, USA
| | - Ellen N Kersh
- Division of STD Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia-30329, USA
| | - Brian H Raphael
- Division of STD Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia-30329, USA
| | - Kim M Gernert
- Division of STD Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia-30329, USA
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Ito H, Yamamoto T, Morita S. The effect of men who have sex with men (MSM) on the spread of sexually transmitted infections. Theor Biol Med Model 2021; 18:18. [PMID: 34635123 PMCID: PMC8504019 DOI: 10.1186/s12976-021-00148-9] [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: 03/16/2021] [Accepted: 08/30/2021] [Indexed: 11/10/2022] Open
Abstract
Sexually transmitted infections (STIs) have remained a worldwide public health threat. It is difficult to control the spread of STIs, not only because of heterogeneous sexual transmission between men and women but also because of the complicated effects of sexual transmission among men who have sex with men (MSM) and mother-to-child transmission. Many studies point to the existence of a ‘bisexual bridge’, where STIs spread from the MSM network via bisexual connections. However, it is unclear how the MSM network affects heterosexual networks as well as mother-to-child transmission. To analyse the effect of MSM on the spread of STIs, we divided the population into four subpopulations: (i) women, (ii) men who have sex with women only (MSW), (iii) men who have sex with both men and women (MSMW), (iv) men who have sex with men exclusively (MSME). We calculated the type-reproduction numbers of these four subpopulations, and our analysis determined what preventive measures may be effective. Our analysis shows the impact of bisexual bridge on the spread of STIs does not outweigh their population size. Since MSM and mother-to-child transmission rates do not have a strong synergistic effect when combined, complementary prevention measures are needed. The methodologies and findings we have provided here will contribute greatly to the future development of public health.
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Affiliation(s)
- Hiromu Ito
- Department of International Health and Medical Anthropology, Institute of Tropical Medicine, Nagasaki University, Nagasaki, Nagasaki, 852-8523, Japan
| | - Taro Yamamoto
- Department of International Health and Medical Anthropology, Institute of Tropical Medicine, Nagasaki University, Nagasaki, Nagasaki, 852-8523, Japan
| | - Satoru Morita
- Department of Mathematical and Systems Engineering, Shizuoka University, Hamamatsu, Shizuoka, 432-8561, Japan. .,Department of Environment and Energy Systems, Graduate School of Science and Technology, Shizuoka University, Hamamatsu, Shizuoka, 432-8561, Japan.
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