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Cao H, Han J, Hou W, Yuan J. Associations of greenhouse gases, air pollutants and dynamics of scrub typhus incidence in China: a nationwide time-series study. BMC Public Health 2025; 25:1977. [PMID: 40442614 PMCID: PMC12121197 DOI: 10.1186/s12889-025-23156-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2025] [Accepted: 05/13/2025] [Indexed: 05/30/2025] Open
Abstract
BACKGROUND Environmental factors have been identified as significant risk factors for scrub typhus. However, the impact of inorganic compounds such as greenhouse gases and air pollutants on the incidence of scrub typhus has not been evaluated. METHODS Our study investigated the correlation between greenhouse gases, air pollutants from the global atmospheric emissions database (2005-2018), and reported cases of scrub typhus from the Public Health Science Data Center. First, an early warning method was applied to estimate the epidemic threshold and the grading intensity threshold. Second, four statistical methods were used to assess the correlation and lag effects across different age groups and epidemic periods. Deep learning algorithms were employed to evaluate the predictive effect of environmental factors on the incidence of scrub typhus. RESULTS Using the Moving Epidemic Method (MEM) and Treed Distributed Lag Non-Linear Model (TDLNM), we found that the period from April to September is the epidemic season for scrub typhus in China. During this period, BC, CH4, NH3 and PM10 all reach key windows during their respective early warning lag periods. Interaction effects showed that increased CO exposure during the 0-2-month period led to an increased magnitude of the PM10 effect during the 3-7-month period. The Quantile-based G Computation (qgcomp) model revealed age-specific differences in susceptibility to environmental factors. In the Bayesian Kernel Machine Regression (BKMR) model, we identified NOx (RRmax (95% CI) = 103.14 (70.40, 135.87)) and NMVOC as the risk environmental factors for young adults, while CH4 (RRmax (95% CI) = 20.94 (9.26, 32.63)) was significantly associated with scrub typhus incidence in younger populations. For the elderly, N2O and NOx (RRmax (95% CI) = 30.23 (13.78, 46.68)) were identified as susceptibility factors for scrub typhus. The Weighted Quantile Sum (WQS) model revealed a significant risk effect of NOx on scrub typhus during periods of low risk, which are often overlooked (OR (95% CI) = 0.40 (0.23, 0.58)). During periods of medium to high risk, Convolutional Neural Networks (CNN) showed that environmental factors performed well in predicting the incidence of scrub typhus. CONCLUSIONS We found that most greenhouse gases and air pollutants increase the risk of contracting scrub typhus, mainly driven by CH4, NOx, and NMVOC. Among these, the primary high-level pollutants have long-term lag effects during the epidemic period. The correlation between environmental factors and scrub typhus incidence varies significantly across different age groups and risk periods. Among them, middle-aged and young individuals are more susceptible to the effects of exposure to mixed air pollutants. CNN algorithm can help develop a comprehensive early warning system for scrub typhus. These findings may have important implications for guiding effective public health interventions in the future. The primary interventions should focus on controlling greenhouse gas emissions and reducing air pollutants, which can, in turn, be used to support infectious disease monitoring systems through environmental monitoring. Moreover, given the cross-sectional approach of our study, these findings need to be confirmed through additional cohort studies.
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Affiliation(s)
- Haoyue Cao
- School of Public Health, North China University of Science and Technology, No.21 Bohai Avenue, Tangshan, Hebei Province, 063210, China
| | - Jianqiang Han
- Department of Medical Engineering, Air Force Medical Center, PLA, Air Force Medical University, Beijing, 100142, China
| | - Weiming Hou
- Department of Medical Engineering, Air Force Medical Center, PLA, Air Force Medical University, Beijing, 100142, China.
| | - Juxiang Yuan
- School of Public Health, North China University of Science and Technology, No.21 Bohai Avenue, Tangshan, Hebei Province, 063210, China.
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Luo Y, Guo Y, Wang Y, Yang X. Development and validation of a simple-to-use nomogram for predicting severe scrub typhus in children. PLoS Negl Trop Dis 2025; 19:e0013090. [PMID: 40338980 DOI: 10.1371/journal.pntd.0013090] [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: 09/19/2024] [Revised: 05/16/2025] [Accepted: 04/28/2025] [Indexed: 05/10/2025] Open
Abstract
OBJECTIVE This study aimed to develop and validate a simple-to-use nomogram for predicting severe scrub typhus (ST) in children. METHODS A retrospective study of 256 patients with ST was performed at the Kunming Children's Hospital from January 2015 to November 2022. ALL patients were divided into a common and severe group based on the severity of the disease. A least absolute shrinkage and selection operator (LASSO) regression model was used to identify the optimal predictors, and the predictive nomogram was plotted by multivariable logistic regression. The nomogram was assessed by calibration, discrimination, and clinical utility. RESULTS LASSO regression analysis identified that hemoglobin count (Hb), platelet count (PLT), lactate dehydrogenase (LDH), blood urea nitrogen (BUN), creatine kinase isoenzyme MB(CK-MB) and hypoproteinemia were the optimal predictors for severe ST. The nomogram was plotted by the six predictors. The area under the receiver operating characteristic (ROC) curve of the nomogram was 0.870(95% CI = 0.812 ~ 0.928) in training set and 0.839(95% CI = 0.712 ~ 0.967) in validation set. The calibration curve demonstrated that the nomogram was well-fitted, and the decision curve analysis (DCA) showed that the nomogram was clinically beneficial. CONCLUSIONS This study developed and validated a simple-to-use nomogram for predicting severe ST in children based on six predictors including Hb, PLT, LDH, BUN, CK-MB and hypoproteinemia, demonstrating excellent predictive accuracy for the data, though external and prospective validation is required to assess its potential clinical utility.
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Affiliation(s)
- Yonghan Luo
- Second Department of Infectious Disease, Yunnan Key Specialty of Pediatric Infection (Training and Education Program)/Kunming Key Specialty of Pediatric Infection, Kunming Children's Hospital, Kunming, Yunnan, China
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan, China
| | - Yan Guo
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan, China
- Department of Reproductive Gynecology, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China
| | - Yanchun Wang
- Second Department of Infectious Disease, Yunnan Key Specialty of Pediatric Infection (Training and Education Program)/Kunming Key Specialty of Pediatric Infection, Kunming Children's Hospital, Kunming, Yunnan, China
| | - Xiaotao Yang
- Second Department of Infectious Disease, Yunnan Key Specialty of Pediatric Infection (Training and Education Program)/Kunming Key Specialty of Pediatric Infection, Kunming Children's Hospital, Kunming, Yunnan, China
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Liu C, Guo X, Lv Y, Yin P, Song W, Peng P, Xiang R, Chen Y, Li B. Abundance and Infestation of Mites on Bower's White-Toothed Rat ( Berylmys bowersi) in Southwest China. Vet Sci 2025; 12:426. [PMID: 40431519 PMCID: PMC12115429 DOI: 10.3390/vetsci12050426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2025] [Revised: 04/22/2025] [Accepted: 04/24/2025] [Indexed: 05/29/2025] Open
Abstract
Chiggers (chigger mites) and gamasid mites are two groups of ectoparasites on rodents, and they can be the vectors or potential vectors of scrub typhus and hemorrhagic fever with renal syndrome (HFRS), while Bower's white-toothed rat (Berylmys bowersi) can serve as the reservoir host of the diseases. Based on field investigations at 117 survey sites of southwest China, a total of 2512 mites were collected from 55 B. bowersi rats. Under a microscope, these mites were taxonomically identified as 56 distinct species, comprising 37 chigger mite species and 19 gamasid mite species. The mite infestation burdens on B. bowersi were heavy, with a high prevalence (PM = 85.45%), mean abundance (MA = 45.67), and intensity (MI = 53.45). Of 56 mite species identified, 7 are vectors of scrub typhus and HFRS. Of the seven vector mite species, Leptotrombidium scutellare was one of dominant chigger species, with a higher infestation index on rats (PM = 21.82%, MA = 7.76) than the other six vector mite species. The sex ratio of female gamasid mites was higher than that of males. The number and infestation of adult gamasid mites were higher than those of immature mites. The infestation indexes of mites on B. bowersi hosts varied with the host's sex and age and fluctuated along different environmental gradients. The association coefficient (V) showed a slight positive association between chiggers and gamasid mites, suggesting that these two groups of mites may coexist on B. bowersi rats. Spearman correlation coefficients showed positive correlations among some dominant and vector mite species, indicating that some mite species tend to select the same hosts. A total of 69 mite species (47 chigger mite species and 22 gamasid mite species) on B. bowersi were estimated by species rarefaction and extrapolation curves. In conclusion, Berylmys bowersi has a high susceptibility to mite infestation, and it has the potential to harbor abundant mites, with heavy mite burdens. The occurrence of vector mite species, especially L. scutellare (the dominant species), increases the potential risk of transmission and the focus persistence of scrub typhus and HFRS in southwest China.
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Affiliation(s)
- Chenxi Liu
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali 671000, China; (C.L.); (Y.L.); (P.Y.); (W.S.); (R.X.); (B.L.)
| | - Xianguo Guo
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali 671000, China; (C.L.); (Y.L.); (P.Y.); (W.S.); (R.X.); (B.L.)
| | - Yan Lv
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali 671000, China; (C.L.); (Y.L.); (P.Y.); (W.S.); (R.X.); (B.L.)
| | - Pengwu Yin
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali 671000, China; (C.L.); (Y.L.); (P.Y.); (W.S.); (R.X.); (B.L.)
| | - Wenyu Song
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali 671000, China; (C.L.); (Y.L.); (P.Y.); (W.S.); (R.X.); (B.L.)
| | - Peiying Peng
- Institute of Microbiology, Qujing Medical College, Qujing 655100, China;
| | - Rong Xiang
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali 671000, China; (C.L.); (Y.L.); (P.Y.); (W.S.); (R.X.); (B.L.)
| | - Yanling Chen
- Shenshan Central Hospital, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Shanwei 516600, China;
| | - Bei Li
- Institute of Pathogens and Vectors, Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Dali University, Dali 671000, China; (C.L.); (Y.L.); (P.Y.); (W.S.); (R.X.); (B.L.)
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Gunathilaka N, Chandrasena N, Sudusinghe H, Mudalpath VN, Jayakody D, Premaratna R. Clinico-epidemiological and immunological characteristics of rickettsioses in a Sri Lankan patient cohort 2018-2023. BMC Infect Dis 2025; 25:379. [PMID: 40108497 PMCID: PMC11921605 DOI: 10.1186/s12879-025-10775-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2024] [Accepted: 03/10/2025] [Indexed: 03/22/2025] Open
Abstract
BACKGROUND Rickettsioses, caused by intracellular bacteria of the genera Rickettsia and Orientia, are transmitted to humans through arthropod vectors such as ticks, fleas, and mites. Over the past two decades, this disease has been recognized as a significant cause of acute febrile illness in Sri Lanka. However, only a limited number of studies have focused on clinico-epidemiological characteristics of patients and immunological diagnostic approaches for disease confirmation. METHOD A cross-sectional study was conducted at the Rickettsial Disease Diagnostic and Research Laboratory (RDDRL), University of Kelaniya, Sri Lanka, from 2018 to 2023 from the clinically suspected patients referred for disease confirmation. Clinical, demographic, epidemiological, biochemical, and laboratory data were collected via a questionnaire by reviewing the archived records. The serological finding of the immunofluorescence assay (IFA) conducted for patients samples were retrieved. The patients who were positive for IFA-IgG (> 1:128 as per presumptive confirmation of acute rickettsial illness) were taken as the test group and the negative group was taken as the control group. Data were analyzed using chi-square tests followed by a Correlation analysis between the variables using Pearson correlation. RESULTS Out of 1,221 cases, 249 (20.4%) were serologically "confirmed" as positive for rickettsial infection. The test group consisted predominantly of males, similar to the control group. Most cases were males and < 9 years of age followed by 10-19 years. Among the age groups, 10-19 years and 50-59 years, categories indicated a significant positive relationship according to the chi-squared statistics (P < 0.05). A seasonal trend was observed, with higher case numbers reported from January to February. Laboratory findings indicated significant differences between test and control groups in leucopenia (P = 0.005, χ²=7.87), increased neutrophil count (P = 0.0004, χ²=12.71), elevated alanine aminotransferase (P = 0.0001, χ²=14.64), elevated aspartate aminotransferase (P = 0.0001, χ²=18.24), urine occult blood (P = 0.024, χ²=5.09), and raised erythrocyte sedimentation rate (P = 0.034, χ²=4.51). Clinical manifestations showed no major deviations. Notably, eschar was more prevalent in O. tsutsugamushi cases (33.3%) compared to SFG rickettsioses (13.3%). CONCLUSION This study highlights the need for improved awareness, diagnostic facilities, and vector control measures to manage rickettsial infections effectively in Sri Lanka. Understanding epidemiological patterns and clinical manifestations is crucial for developing effective surveillance and prevention strategies. CLINICAL TRIAL Not applicable.
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Affiliation(s)
- Nayana Gunathilaka
- Department of Parasitology, Faculty of Medicine, University of Kelaniya, Ragama, Sri Lanka.
| | - Nilmini Chandrasena
- Department of Parasitology, Faculty of Medicine, University of Kelaniya, Ragama, Sri Lanka
| | - Hemantha Sudusinghe
- Department of Parasitology, Faculty of Medicine, University of Kelaniya, Ragama, Sri Lanka
| | | | - Deshaka Jayakody
- Department of Parasitology, Faculty of Medicine, University of Kelaniya, Ragama, Sri Lanka
| | - Ranjan Premaratna
- Department of Medicine, Faculty of Medicine, University of Kelaniya, Ragama, Sri Lanka
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Pan K, Lin F, Xue H, Cai Q, Huang R. Exploring the influencing factors of scrub typhus in Gannan region, China, based on spatial regression modelling and geographical detector. Infect Dis Model 2025; 10:28-39. [PMID: 39319284 PMCID: PMC11419818 DOI: 10.1016/j.idm.2024.09.003] [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: 07/29/2024] [Revised: 09/05/2024] [Accepted: 09/10/2024] [Indexed: 09/26/2024] Open
Abstract
Scrub typhus is a significant public health issue with a wide distribution and is influenced by various determinants. However, in order to effectively eradicate scrub typhus, it is crucial to identify the specific factors that contribute to its incidence at a detailed level. Therefore, the objective of our study is to identify these influencing factors, examine the spatial variations in incidence, and analyze the interplay of two factors on scrub typhus incidence, so as to provide valuable experience for the prevention and treatment of scrub typhus in Gannan and to alleviate the economic burden of the local population.This study employed spatial autocorrelation analyses to examine the dependent variable and ordinary least squares model residuals. Additionally, spatial regression modelling and geographical detector were used to analyze the factors influencing the annual mean 14-year incidence of scrub typhus in the streets/townships of Gannan region from 2008 to 2021. The results of spatial1 autocorrelation analyses indicated the presence of spatial correlation. Among the global spatial regression models, the spatial lag model was found to be the best fitting model (log likelihood ratio = -319.3029, AIC = 666.6059). The results from the SLM analysis indicated that DEM, mean temperature, and mean wind speed were the primary factors influencing the occurrence of scrub typhus. For the local spatial regression models, the multiscale geographically weighted regression was determined to be the best fitting model (adjusted R2 = 0.443, AICc = 726.489). Further analysis using the MGWR model revealed that DEM had a greater impact in Xinfeng and Longnan, while the southern region was found to be more susceptible to scrub typhus due to mean wind speed. The geographical detector results revealed that the incidence of scrub typhus was primarily influenced by annual average normalized difference vegetation index. Additionally, the interaction between GDP and the percentage of grassland area had a significant impact on the incidence of scrub typhus (q = 0.357). This study illustrated the individual and interactive effects of natural environmental factors and socio-economic factors on the incidence of scrub typhus; and elucidated the specific factors affecting the incidence of scrub typhus in various streets/townships. The findings of this study can be used to develop effective interventions for the prevention and control of scrub typhus.
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Affiliation(s)
- Kailun Pan
- School of Public Health and Health Management, Gannan Medical University, Ganzhou, 341000, Jiangxi, China
| | - Fen Lin
- School of Public Health and Health Management, Gannan Medical University, Ganzhou, 341000, Jiangxi, China
| | - Hua Xue
- Ganzhou Municipal Center for Disease Control and Prevention, Ganzhou, 341000, Jiangxi, China
| | - Qingfeng Cai
- Ganzhou Municipal Center for Disease Control and Prevention, Ganzhou, 341000, Jiangxi, China
| | - Renfa Huang
- Ganzhou Municipal Center for Disease Control and Prevention, Ganzhou, 341000, Jiangxi, China
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Zhao P, Dong T, Lu H, Zhu R, Zhao S, Tao W, Li L, Liu C, Pu S, Mo L, Wang H. Scrub typhus in pregnancy: A 10-year multicenter study in resource-limited settings in China. PLoS Negl Trop Dis 2025; 19:e0012829. [PMID: 39836661 PMCID: PMC11771934 DOI: 10.1371/journal.pntd.0012829] [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: 10/15/2024] [Revised: 01/27/2025] [Accepted: 01/08/2025] [Indexed: 01/23/2025] Open
Abstract
BACKGROUND Despite its association with high mortality rates and negative fetal outcomes, large-scale epidemiological studies on scrub typhus (ST) during pregnancy remain scarce. METHODS We conducted a retrospective, multicenter study by collecting 260 pregnant women with ST in China across a 10-year time period to evaluate how clinical characteristics changed over this time and identify risk factors for poor fetal outcome. RESULTS In total, 78.5% (n = 204) presented with pathognomonic eschars or ulcers, and 75.4% (n = 196) had Weil-Felix test, in which 46.4% (n = 91) had a titer of ≥1:160 for OXK. A higher proportion of patients with pneumonia (18.7% vs. 9.5%, p = 0.033) and a longer length of hospitalization (7 vs. 6 days, p = 0.007) were seen in laboratory confirmed cases than clinically diagnosed cases. Compared to patients in the second trimester, a higher miscarriage rate (64.5% vs. 15.0%, p < 0.001) was observed in the first trimester, and a lower fetal death/stillbirth rate (1.0% vs 18.7%, p < 0.001) and a higher prematurity rate (21.0% vs. 9.3%, p = 0.019) were observed in the third trimester. The use of chloramphenicol (5.7% vs. 15.5%, p = 0.016) and fetal death/stillbirth rate (3.1% vs. 12.8%, p = 0.01) were decreased, but there was no significant improvement in fetal outcome in the second 5 years (35.1% vs. 39.7%, p = 0.466). Over 1/3 (n = 90) had a poor fetal outcome, including 40.0% (n = 36) miscarriage, 23.3% (n = 21) fetal death/stillbirth and 36.7% (n = 33) preterm birth. The use of macrolides reduced the risk of a poor fetal outcome, while lower gestational age (GA) at the time of infection, pneumonia, leucopoenia, thrombocytopenia, and use of chloramphenicol were associated with a poor fetal outcome in univariate logistic-regression analysis, but only lower GA at the time of infection and pneumonia were independent risk factors for a poor fetal outcome on multivariate logistic-regression analysis with an odds ratio of 6.6 (95% CI 2.4-17.8, p < 0.001) and 3.1 (95% CI 1.3-7.6, p = 0.011). CONCLUSIONS This is the largest number of cases of ST in pregnancy so far. Our findings indicate that this population have a high risk of poor fetal outcome, especially those with lower GA at the time of infection and those with pneumonia at the same time. Further studies are needed to investigate the correlation between antibiotics regimens for this population and fetal outcome.
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Affiliation(s)
- Peilin Zhao
- Department of Neonatology, People’s Hospital of Jinping Miao and Yao Dai Autonomous County, Honghe Hani and Yi Autonomous Prefecture, Yunnan Province, China
| | - Tieyong Dong
- Department of Neonatology, People’s Hospital of Lvchun County, Honghe Hani and Yi Autonomous Prefecture, Yunnan Province, China
| | - Hongbin Lu
- Department of Infectious Disease, People’s Hospital of Jinping Miao and Yao Dai Autonomous County, Honghe Hani and Yi Autonomous Prefecture, Yunnan Province, China
| | - Rui Zhu
- Department of Neonatology, People’s Hospital of Pingbian County, Honghe Hani and Yi Autonomous Prefecture, Yunnan Province, China
| | - Shanshan Zhao
- Department of Neonatology, The First People’s Hospital of Honghe State, Honghe Hani and Yi Autonomous Prefecture, Yunnan Province, China
| | - Wuqian Tao
- Department of Neonatology, People’s Hospital of Hekou Yao Autonomous County, Honghe Hani and Yi Autonomous Prefecture, Yunnan Province, China
| | - Li Li
- Department of Neonatology, People’s Hospital of Honghe County, Honghe Hani and Yi Autonomous Prefecture, Yunnan Province, China
| | - Chunmei Liu
- Department of Neonatology, People’s Hospital of Yuanyang County, Honghe Hani and Yi Autonomous Prefecture, Yunnan Province, China
| | - Shuwei Pu
- Department of Infectious Disease Control, Honghe Prefecture Center for Disease Control and Prevention, Honghe Hani and Yi Autonomous Prefecture, Yunnan Province, China
| | - Ling Mo
- Department of Obstetrics and Gynecology, People’s Hospital of Jinping Miao and Yao Dai Autonomous County, Honghe Hani and Yi Autonomous Prefecture, Yunnan Province, China
| | - Huanhuan Wang
- Department of Neonatology, National Children’s Medical Center/Children’s Hospital of Fudan University, National Health Commission (NHC) Key Laboratory of Neonatal Diseases, Shanghai, China
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Richardson EA, Garshong R, Chen K, Crossley D, Mclean BS, Wasserberg G, Apperson CS, Roe RM, Ponnusamy L. Orientia, Rickettsia, and the microbiome in rodent attached chiggers in North Carolina, USA. PLoS One 2024; 19:e0311698. [PMID: 39637059 PMCID: PMC11620566 DOI: 10.1371/journal.pone.0311698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2024] [Accepted: 09/23/2024] [Indexed: 12/07/2024] Open
Abstract
Chiggers are larval mites that pose a significant health risk globally via the spread of scrub typhus. However, fundamental studies into the bacterial microbiome in North America have never been considered. In this investigation, chiggers were collected in the wild from two locally common rodent host species (i.e., Sigmodon hispidus and Peromyscus leucopus) in three different ecoregions of North Carolina (NC), United States to investigate the composition of their bacterial communities, including potential pathogens. DNA was extracted from the chiggers, and the V3-V4 regions of the bacterial 16S rRNA gene were sequenced using next-generation sequencing (NGS). Alpha diversity metrics revealed significant differences in bacterial diversity among different collection counties. Beta diversity metrics also revealed that bacterial communities across counties were significantly different, suggesting changes in the microbiome as the environment changed. Specifically, we saw that the two western NC collection counties had similar bacterial composition as did the two eastern collection counties. In addition, we found that the chigger microbiome bacterial diversity and composition differed between rodent host species. The 16S rRNA sequence reads were assigned to 64 phyla, 106 orders, 199 families, and 359 genera. The major bacterial phylum was Actinobacteria. The most abundant species were in the genera Corynebacterium, Propionibacterium, class ZB2, and Methylobacterium. Sequences derived from potential pathogens within the genera Orientia and Rickettsia were also detected. Our findings provide the first insights into the ecology of chigger microbiomes in the US. Further research is required to determine if the potential pathogens found detected in chiggers are a threat to humans and wildlife.
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Affiliation(s)
- Elise A. Richardson
- Department of Entomology and Plant Pathology, Comparative Medicine Institute, North Carolina State University, Raleigh, North Carolina, United States of America
| | - Reuben Garshong
- Department of Entomology and Plant Pathology, Comparative Medicine Institute, North Carolina State University, Raleigh, North Carolina, United States of America
- Department of Biology, University of North Carolina at Greensboro, Greensboro, North Carolina, United States of America
| | - Kaiying Chen
- Department of Entomology and Plant Pathology, Comparative Medicine Institute, North Carolina State University, Raleigh, North Carolina, United States of America
| | - Dac Crossley
- Georgia Museum of Natural History, Natural History Building, University of Georgia, Athens, Georgia, United States of America
| | - Bryan S. Mclean
- Department of Biology, University of North Carolina at Greensboro, Greensboro, North Carolina, United States of America
| | - Gideon Wasserberg
- Department of Biology, University of North Carolina at Greensboro, Greensboro, North Carolina, United States of America
| | - Charles S. Apperson
- Department of Entomology and Plant Pathology, Comparative Medicine Institute, North Carolina State University, Raleigh, North Carolina, United States of America
| | - R. Michael Roe
- Department of Entomology and Plant Pathology, Comparative Medicine Institute, North Carolina State University, Raleigh, North Carolina, United States of America
| | - Loganathan Ponnusamy
- Department of Entomology and Plant Pathology, Comparative Medicine Institute, North Carolina State University, Raleigh, North Carolina, United States of America
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Li Z, Deng S, Ma T, Hao J, Wang H, Han X, Lu M, Huang S, Huang D, Yang S, Zhen Q, Shui T. Retrospective analysis of spatiotemporal variation of scrub typhus in Yunnan Province, 2006-2022. PLoS Negl Trop Dis 2024; 18:e0012654. [PMID: 39656721 DOI: 10.1371/journal.pntd.0012654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 10/25/2024] [Indexed: 12/17/2024] Open
Abstract
BACKGROUND Scrub typhus is a life-threatening zoonotic infection. In recent years, the endemic areas of scrub typhus have been continuously expanding, and the incidence rate has been increasing. However, it remains a globally neglected disease. Yunnan Province is a major infected area, and the study of spatiotemporal and seasonal variation scrub typhus in this region is crucial for the prevention and control of the disease. METHODS/RESULTS We collected surveillance data on scrub typhus cases in Yunnan Province from 2006 to 2022. Using methods such as spatial trend analysis, Moran's I, and retrospective temporal scan statistics, the spatial and seasonal changes of scrub typhus were analyzed. The study period recorded 71,068 reported cases of scrub typhus in Yunnan Province, with the annual incidence rate sharply increasing (P<0.001). Approximately 93.38% of cases are concentrated in June to November (P = 0.001). Nearly 98.0% of counties were affected. The center of gravity of incidence migrates in a south and west direction. The incidence of scrub typhus was positively correlated spatially, and the spatial clustering distribution was significant. The most likely spatial cluster of cases (relative risk = 14.09, P<0.001) was distributed in Lincang, Dehong, Baoshan, Banna, and Puer. Significant positive correlations between the number of scrub typhus cases and average temperature, precipitation and relative humidity. CONCLUSIONS In Yunnan Province, scrub typhus is widely transmitted, with an increasing incidence, and it exhibits distinct seasonal characteristics (from June to November). The center of gravity of incidence has shifted to the south and west, with higher incidence rates observed in border regions. The risk clustering regions encompass all border prefectures. This pattern is significantly correlated with climatic factors such as average temperature, precipitation, and relative humidity. The relevant departments should strengthen the monitoring of scrub typhus, formulate prevention and control strategies, and provide health education to local residents.
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Affiliation(s)
- Zhuo Li
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory for Zoonoses Research of the Ministry of Education, Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, PR China
| | - Shuzhen Deng
- Yunnan Center for Disease Control and Prevention, Kunming, Yunnan, China
| | - Tian Ma
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory for Zoonoses Research of the Ministry of Education, Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, PR China
| | - Jiaxin Hao
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory for Zoonoses Research of the Ministry of Education, Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, PR China
| | - Hao Wang
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory for Zoonoses Research of the Ministry of Education, Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, PR China
| | - Xin Han
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory for Zoonoses Research of the Ministry of Education, Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, PR China
| | - Menghan Lu
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory for Zoonoses Research of the Ministry of Education, Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, PR China
| | - Shanjun Huang
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory for Zoonoses Research of the Ministry of Education, Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, PR China
| | - Dongsheng Huang
- Baoshan Prefecture Center for Disease Control and Prevention, Baoshan, Yunnan, China
| | - Shuyuan Yang
- Kunming center for Disease Control and Prevention, Kunming, Yunnan, China
| | - Qing Zhen
- State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Key Laboratory for Zoonoses Research of the Ministry of Education, Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin, PR China
| | - Tiejun Shui
- Yunnan Center for Disease Control and Prevention, Kunming, Yunnan, China
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Cai DH, Fang XL. Two complicated cases of severe scrub typhus, eschar- a non-negligible sign: Case reports and literature review. Medicine (Baltimore) 2024; 103:e39879. [PMID: 39331879 PMCID: PMC11441877 DOI: 10.1097/md.0000000000039879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Accepted: 09/10/2024] [Indexed: 09/29/2024] Open
Abstract
RATIONALE Scrub typhus is a mite-borne, acute febrile disease caused by Orientia tsutsugamushi. The endemic areas of scrub typhus are expanding, both globally and in China. Patients who are not treated promptly, are likely to die of multiple organ dysfunction syndrome. PATIENT CONCERNS Case I A 61-year-old female patient complained of sudden chest tightness and shortness of breath accompanied by fever for 6 days. Case II A 54-year-old male patient complained of fever and cough for 4 days and renal insufficiency for 2 days. DIAGNOSES Scrub typhus, multiple organ dysfunction syndrome. INTERVENTIONS After the definite diagnosis, both patients were treated with doxycycline and various organ supports. OUTCOMES The patient in case I was ultimately not salvageable. The patient in case II was successfully cured by the prompt administration of doxycycline along with continuous renal replacement therapy. LESSONS With early diagnosis and treatment, patients can completely recover. Eschar, a characteristic sign of scrub typhus, is often overlooked, leading to delayed diagnosis and regrettable outcomes.
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Affiliation(s)
- De-Han Cai
- Nephrology Department in Jiangxi Provincial People’s Hospital, the First Affiliated Hospital to Nanchang Medical College, Nanchang, China
| | - Xiao-Lin Fang
- Department II of Respiratory and Critical Care in Jiangxi Provincial People’s Hospital, the First Affiliated Hospital to Nanchang Medical College, Nanchang, China
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Wu H, Xue M, Wu C, Lu Q, Ding Z, Wang X, Fu T, Yang K, Lin J. Estimation of scrub typhus incidence and spatiotemporal multicomponent characteristics from 2016 to 2023 in Zhejiang Province, China. Front Public Health 2024; 12:1359318. [PMID: 39391156 PMCID: PMC11464294 DOI: 10.3389/fpubh.2024.1359318] [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: 12/21/2023] [Accepted: 09/17/2024] [Indexed: 10/12/2024] Open
Abstract
Background China is one of the main epidemic areas of scrub typhus, and Zhejiang Province, which is located in the coastal area of southeastern China, is considered a key region of scrub typhus. However, there may be significant bias in the number of reported cases of scrub typhus, to the extent that its epidemiological patterns are not clearly understood. The purpose of this study was to estimate the possible incidence of scrub typhus and to identify the main driving components affecting the occurrence of scrub typhus at the county level. Methods Data on patients with scrub typhus diagnosed at medical institutions between January 2016 and December 2023 were collected from the China Disease Control and Prevention Information System (CDCPIS). The kriging interpolation method was used to estimate the possible incidence of scrub typhus. Additionally, a multivariate time series model was applied to identify the main driving components affecting the occurrence of scrub typhus in different regions. Results From January 2016 to September 2023, 2,678 cases of scrub typhus were reported in Zhejiang Province, including 1 case of reported death, with an overall case fatality rate of 0.04%. The seasonal characteristics of scrub typhus in Zhejiang Province followed an annual single peak model, and the months of peak onset in different cities were different. The estimated area with case occurrence was relatively wider. There were 41 counties in Zhejiang Province with an annual reported case count of less than 1, while from the estimated annual incidence, the number of counties with less than 1 case decreased to 21. The average annual number of cases in most regions fluctuated between 0 and 15. The numbers of cases in the central urban area of Hangzhou city, Jiaxin city and Huzhou city did not exceed 5. The estimated random effect variance parameters σ λ 2 , σ ϕ 2 , and σ ν 2 were 0.48, 1.03 and 3.48, respectively. The endemic component values of the top 10 counties were Shuichang, Cangnan, Chun'an, Xinchang, Pingyang, Xianju, Longquan, Dongyang, Yueqing and Qingyuan. The spatiotemporal component values of the top 10 counties were Pujiang, Anji, Pan'an, Dongyang, Jinyun, Ninghai, Yongjia, Xiaoshan, Yinwu and Shengzhou. The autoregressive component values of the top 10 counties were Lin'an, Cangnan, Chun'an, Yiwu, Pujiang, Longquan, Xinchang, Luqiao, Sanmen and Fuyang. Conclusion The estimated incidence was higher than the current reported number of cases, and the possible impact area of the epidemic was also wider than the areas with reported cases. The main driving factors of the scrub typhus epidemic in Zhejiang included endemic components such as natural factors, but there was significant heterogeneity in the composition of driving factors in different regions. Some regions were driven by spatiotemporal spread across regions, and the time autoregressive effect in individual regions could not be ignored. These results that monitoring of cases, vectors, and pathogens of scrub typhus should be strengthened. Furthermore, each region should take targeted prevention and control measures based on the main driving factors of the local epidemic to improve the accuracy of prevention and control.
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Affiliation(s)
- Haocheng Wu
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang, China
- Zhejiang Key Lab of Vaccine, Infectious Disease Prevention and Control, Hangzhou, Zhejiang, China
| | - Ming Xue
- Hangzhou Centre for Disease Control and Prevention, Hangzhou, Zhejiang, China
| | - Chen Wu
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang, China
| | - Qinbao Lu
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang, China
| | - Zheyuan Ding
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang, China
| | - Xinyi Wang
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang, China
| | - Tianyin Fu
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang, China
| | - Ke Yang
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang, China
| | - Junfen Lin
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang, China
- Zhejiang Key Lab of Vaccine, Infectious Disease Prevention and Control, Hangzhou, Zhejiang, China
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11
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Tarale MS, Sajjanar AB. Unravelling the Enigma of Scrub Typhus: A Critical Review and Insights Into Epidemiology, Clinical Features, Diagnostic Advances, and Emerging Trends. Cureus 2024; 16:e62867. [PMID: 39040726 PMCID: PMC11261121 DOI: 10.7759/cureus.62867] [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: 04/29/2024] [Accepted: 06/21/2024] [Indexed: 07/24/2024] Open
Abstract
Scrub typhus (ST) is caused by the bacterium Orientia tsutsugamushi, which exhibits significant antigenic diversity and is prevalent in the Asia-Pacific region. Its clinical presentation is characterized by non-specific symptoms such as headache, myalgia, sweating, and vomiting, along with the abrupt onset of fever and chills. An eschar is often visible in the axilla, groin, or inguinal area and is present in around half of the confirmed cases. The Weil-Felix test is the earliest detection technique, though it is not highly specific. Diagnostic procedures include biopsy, culture, serology, and PCR. The molecularly detectable amount of Orientiae in the bloodstream occasionally reaches levels that are identified during acute illness and vanish after the first round of appropriate antibiotic treatment. This study offers a thorough review of ST, a disease carried by vectors caused by Orientia tsutsugamushi. We emphasize on the significance of monitoring and awareness campaigns, diagnostic problems, and geographical differences. It is essential to use multidisciplinary techniques combining epidemiologists, public health authorities, and doctors. Sustained observation and research are essential for developing successful preventative and control measures. When participating in outdoor activities in areas known for such infections or at particular times of the year when ticks or mites carry the rickettsia infection, people should take great precautions to prevent getting bitten by ticks or mites. Prompt medical evaluation is advised if suspicious symptoms or signs appear, especially in elderly individuals.
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Affiliation(s)
- Mrunali S Tarale
- Microbiology, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
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12
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Lu H, Li J, Fan R, Hao G, Sun M, Liang Y. First laboratory-confirmed case of scrub typhus in Shijiazhuang City, Hebei Province. Front Microbiol 2024; 15:1409949. [PMID: 38855771 PMCID: PMC11157097 DOI: 10.3389/fmicb.2024.1409949] [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: 03/31/2024] [Accepted: 05/14/2024] [Indexed: 06/11/2024] Open
Abstract
Objective Defining whether a suspected case was due to scrub typhus through laboratory testing, to understand the prevalence of scrub typhus in Shijiazhuang City, Hebei Province. Methods An epidemiological investigation was conducted on the suspected case, utilizing Weil-Felix test and indirect immunofluorescence assay (IFA) to detect specific antibodies against O. tsutsugamushi in serum specimens. Additionally, PCR amplification of the 56-kDa and groEL genes was performed, followed by constructing a phylogenetic tree to identify the genotype. Results The acute phase titer of the Weil-Felix test for the case was 1:160, which increased to 1:320 in the recovery phase. IFA assay revealed IgG titers against O. tsutsugamushi of 1:64 in the acute phase and 1:256 in the recovery phase. Sequence alignment of the PCR amplified fragment showed the highest similarity with the O. tsutsugamushi genotype. Kawasaki sequence, ranging from 99.71 to 100.00%. The strain exhibited the closest genetic relationship with the known O. tsutsugamushi Kawasaki genotype. Conclusion This study confirms the presence of O. tsutsugamushi in Shijiazhuang City, Hebei Province, with the identified strain belonging to the Kawasaki genotype, marking the first diagnosis of this strain in the region.
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Affiliation(s)
- Huixiu Lu
- Department of Dermatology, Shijiazhuang People’s Hospital, Shijiazhuang City, Hebei, China
| | - Jianying Li
- Department of Dermatology, Shijiazhuang People’s Hospital, Shijiazhuang City, Hebei, China
| | - Rong Fan
- Department of Laboratory Medicine, Shijiazhuang People’s Hospital, Shijiazhuang City, Hebei, China
| | - Gaoyuan Hao
- Department of Dermatology, Shijiazhuang People’s Hospital, Shijiazhuang City, Hebei, China
| | - Meilan Sun
- Department of Dermatology, Shijiazhuang People’s Hospital, Shijiazhuang City, Hebei, China
| | - Yunchuan Liang
- Department of Dermatology, Shijiazhuang People’s Hospital, Shijiazhuang City, Hebei, China
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13
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Tian JW, Kong YC, Han PY, Xu FH, Yang WH, Zhang YZ. Molecular epidemiological study of Scrub Typhus in residence, farm and forest habitats from Yunnan Province, China. PLoS One 2024; 19:e0301841. [PMID: 38626103 PMCID: PMC11020965 DOI: 10.1371/journal.pone.0301841] [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: 08/03/2023] [Accepted: 03/23/2024] [Indexed: 04/18/2024] Open
Abstract
The number of people suffering from scrub typhus, which is not of concern, is increasing year by year, especially in Yunnan Province, China. From June 1, 2021 to August 15, 2022, a total of 505 mammalian samples were collected from farm, forest, and residential habitats with high incidence of scrub typhus in Yunnan, China, for nPCR (nested PCR) and qPCR (quantitative real-time PCR) detection of Orientia tsutsugamushi. A total of 4 orders of murine-like animals, Rodentia (87.52%, n = 442), Insectivora (10.29%, n = 52), Lagomorpha (1.79%, n = 9) and Scandentia (0.40%, n = 2) were trapped. Comparing the qPCR infection rates in the three habitats, it was no significant difference that the infection rate of residential habitat (44.44%) and that of the farm habitat (45.05%, P>0.05), which is much larger than that of the forest habitat (3.08%) (P<0.001). Three genotypes (Karp-like, Kato-like and TA763-like) of O. tsutsugamushi were found from Yunnan, China in this study.
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Affiliation(s)
- Jia-Wei Tian
- Yunnan Key Laboratory of Screening and Research on Anti-pathogenic Plant Resources from Western Yunnan, Yunnan Key Laboratory of Zoonotic Disease Cross-border Prevention and Quarantine, Institute of Preventive Medicine, School of Public Health, Dali University, Dali, Yunnan, China
| | - Yi-Chen Kong
- Yunnan Key Laboratory of Screening and Research on Anti-pathogenic Plant Resources from Western Yunnan, Yunnan Key Laboratory of Zoonotic Disease Cross-border Prevention and Quarantine, Institute of Preventive Medicine, School of Public Health, Dali University, Dali, Yunnan, China
| | - Pei-Yu Han
- Yunnan Key Laboratory of Screening and Research on Anti-pathogenic Plant Resources from Western Yunnan, Yunnan Key Laboratory of Zoonotic Disease Cross-border Prevention and Quarantine, Institute of Preventive Medicine, School of Public Health, Dali University, Dali, Yunnan, China
| | - Fen-Hui Xu
- Yunnan Key Laboratory of Screening and Research on Anti-pathogenic Plant Resources from Western Yunnan, Yunnan Key Laboratory of Zoonotic Disease Cross-border Prevention and Quarantine, Institute of Preventive Medicine, School of Public Health, Dali University, Dali, Yunnan, China
| | - Wei-Hong Yang
- Yunnan Institute of Endemic Diseases Control and Prevention, Dali, Yunnan, China
| | - Yun-Zhi Zhang
- Yunnan Key Laboratory of Screening and Research on Anti-pathogenic Plant Resources from Western Yunnan, Yunnan Key Laboratory of Zoonotic Disease Cross-border Prevention and Quarantine, Institute of Preventive Medicine, School of Public Health, Dali University, Dali, Yunnan, China
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14
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Han L, Zhang Y, Jin X, Ren H, Teng Z, Sun Z, Xu J, Qin T. Changing epidemiologic patterns of typhus group rickettsiosis and scrub typhus in China, 1950-2022. Int J Infect Dis 2024; 140:52-61. [PMID: 38163619 DOI: 10.1016/j.ijid.2023.12.013] [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: 10/10/2023] [Revised: 12/22/2023] [Accepted: 12/28/2023] [Indexed: 01/03/2024] Open
Abstract
OBJECTIVES We conducted a systematic analysis of the notifiable rickettsial diseases in humans in China during 1950-2022. METHODS We utilized descriptive statistics to analyze the epidemiological characteristics, clinical manifestations, and diagnostic characteristics of typhus group rickettsiosis (TGR) and scrub typhus (ST) cases. RESULTS Since the 1950s, there have been variations in the incidence rate of TGR and ST in China, with a downtrend for TGR and an uptrend for ST. The South became a high-incidence area of TGR, whereas the North was previously the high-incidence area. ST cases were concentrated in the South and the geographic area of ST spread northward and westward. The seasonality of TGR and ST were similar in the South but distinct in the North. Most TGR and ST cases were reported by county-level medical institutions, whereas primary institutions reported the least. Delayed diagnosis was associated with fatal outcomes of TGR and ST. Cases in low-incidence provinces, confirmed by laboratory tests and reported from county/municipal-level institutions had higher odds of delayed diagnoses. CONCLUSIONS Our study revealed significant changes in the epidemiological characteristics of TGR and ST in China, which can provide useful information to enhance the control and prevention strategies of rickettsial diseases in China.
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Affiliation(s)
- Ling Han
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Yunfei Zhang
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Xiaojing Jin
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Hongyu Ren
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Zhongqiu Teng
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Zhaobin Sun
- State Key Laboratory of Severe Weather, Chinese Academy of Meteorological Sciences, China Meteorological Administration, Beijing, China
| | - Jianguo Xu
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Tian Qin
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China.
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15
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Qian J, Wu Y, Zhu C, Chen Q, Chu H, Liu L, Wang C, Luo Y, Yue N, Li W, Yang X, Yi J, Ye F, He J, Qi Y, Lu F, Wang C, Tan W. Spatiotemporal heterogeneity and long-term impact of meteorological, environmental, and socio-economic factors on scrub typhus in China from 2006 to 2018. BMC Public Health 2024; 24:538. [PMID: 38383355 PMCID: PMC10880311 DOI: 10.1186/s12889-023-17233-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 11/15/2023] [Indexed: 02/23/2024] Open
Abstract
BACKGROUND Large-scale outbreaks of scrub typhus combined with its emergence in new areas as a vector-borne rickettsiosis highlight the ongoing neglect of this disease. This study aims to explore the long-term changes and regional leading factors of scrub typhus in China, with the goal of providing valuable insights for disease prevention and control. METHODS This study utilized a Bayesian space-time hierarchical model (BSTHM) to examine the spatiotemporal heterogeneity of scrub typhus and analyze the relationship between environmental factors and scrub typhus in southern and northern China from 2006 to 2018. Additionally, a GeoDetector model was employed to assess the predominant influences of geographical and socioeconomic factors in both regions. RESULTS Scrub typhus exhibits a seasonal pattern, typically occurring during the summer and autumn months (June to November), with a peak in October. Geographically, the high-risk regions, or hot spots, are concentrated in the south, while the low-risk regions, or cold spots, are located in the north. Moreover, the distribution of scrub typhus is influenced by environment and socio-economic factors. In the north and south, the dominant factors are the monthly normalized vegetation index (NDVI) and temperature. An increase in NDVI per interquartile range (IQR) leads to a 7.580% decrease in scrub typhus risk in northern China, and a 19.180% increase in the southern. Similarly, of 1 IQR increase in temperature reduces the risk of scrub typhus by 10.720% in the north but increases it by 15.800% in the south. In terms of geographical and socio-economic factors, illiteracy rate and altitude are the key determinants in the respective areas, with q-values of 0.844 and 0.882. CONCLUSIONS These results indicated that appropriate climate, environment, and social conditions would increase the risk of scrub typhus. This study provided helpful suggestions and a basis for reasonably allocating resources and controlling the occurrence of scrub typhus.
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Affiliation(s)
- Jiaojiao Qian
- Department of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China
- Nanjing Bioengineering (Gene) Technology Center for Medicines, Nanjing, China
| | - Yifan Wu
- Nanjing Bioengineering (Gene) Technology Center for Medicines, Nanjing, China
| | - Changqiang Zhu
- Nanjing Bioengineering (Gene) Technology Center for Medicines, Nanjing, China
| | - Qiong Chen
- Nanjing Bioengineering (Gene) Technology Center for Medicines, Nanjing, China
| | - Hongliang Chu
- Center for Disease Prevention and Control of Jiangsu Province, Nanjing, Jiangsu, China
| | - Licheng Liu
- Nanjing Bioengineering (Gene) Technology Center for Medicines, Nanjing, China
| | - Chongcai Wang
- Hainan International Travel Healthcare Center, Haikou, Hainan, China
| | - Yizhe Luo
- Department of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China
- Nanjing Bioengineering (Gene) Technology Center for Medicines, Nanjing, China
| | - Na Yue
- Nanjing Bioengineering (Gene) Technology Center for Medicines, Nanjing, China
| | - Wenhao Li
- Nanjing Bioengineering (Gene) Technology Center for Medicines, Nanjing, China
| | - Xiaohong Yang
- Nanjing Bioengineering (Gene) Technology Center for Medicines, Nanjing, China
| | - Jing Yi
- Department of Transfusion Medicine, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Fuqiang Ye
- Nanjing Bioengineering (Gene) Technology Center for Medicines, Nanjing, China
| | - Ji He
- Xiamen International Travel Health Care Center (Xiamen Customs Port Outpatient Department), Xiamen, China
| | - Yong Qi
- Nanjing Bioengineering (Gene) Technology Center for Medicines, Nanjing, China
| | - Fei Lu
- College of Information Engineering, Zhejiang University of Technology, Liuhe Rd. 288, Hangzhou, 310023, China.
| | - Chunhui Wang
- Department of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China.
- Nanjing Bioengineering (Gene) Technology Center for Medicines, Nanjing, China.
| | - Weilong Tan
- Department of Epidemiology, School of Public Health, Nanjing Medical University, Nanjing, China.
- Nanjing Bioengineering (Gene) Technology Center for Medicines, Nanjing, China.
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D'Cruz S, Sreedevi K, Lynette C, Gunasekaran K, Prakash JAJ. Climate influences scrub typhus occurrence in Vellore, Tamil Nadu, India: analysis of a 15-year dataset. Sci Rep 2024; 14:1532. [PMID: 38233417 PMCID: PMC10794692 DOI: 10.1038/s41598-023-49333-5] [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: 08/09/2023] [Accepted: 12/07/2023] [Indexed: 01/19/2024] Open
Abstract
Climate is one of the major factors determining the prevalence and seasonality of vector borne diseases like scrub typhus (ST). We analyzed, the association of the meteorological factors like temperature, rainfall and humidity with scrub typhus using the 15 years scrub typhus data from a tertiary care hospital in Vellore, South India. Demographic data of permanent residents of Vellore, who had IgM ELISA results for scrub typhus for the time period of May 2005 to April 2020 were included. Meteorological data was correlated with the monthly scrub typhus cases; negative binomial regression model was used to predict the relation between scrub typhus occurrence and climate factors. Maximum number of ST cases were reported between the months August and February with October recording the highest number of cases. Elderly people, farmers, agricultural workers and housewives were at higher risk for scrub typhus. For an increase of 1 °C in mean temperature, the monthly ST cases reduced by 18.8% (95% CI - 24.1, - 13.2%). On the contrary, for 1 percent increase in mean relative humidity (RH), there is an increase of 7.6% (95% CI 5.4, 9.9%) of monthly ST cases. Similarly, an increase of 1 mm of rainfall contributed to 0.5 to 0.7% of monthly ST cases (after 2 months) depending on the variables included in the analysis. This study provides information that meteorological factors influence ST occurrence in Vellore. The rise of scrub typhus cases is maximal 2 months post rainfall. Whereas a rise in relative humidity, causes a rise in scrub typhus cases in same month, while rise in temperature has a negative impact on scrub typhus during the same month. These findings based on a retrospective analysis need validation by prospective studies.
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Affiliation(s)
- Solomon D'Cruz
- Department of Clinical Microbiology, Christian Medical College, Vellore, India
| | - Kotamreddy Sreedevi
- Department of Clinical Microbiology, Christian Medical College, Vellore, India
| | - Cheryl Lynette
- Department of Clinical Microbiology, Christian Medical College, Vellore, India
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Liu L, Xiao Y, Wei X, Li X, Duan C, Jia X, Jia R, Guo J, Chen Y, Zhang X, Zhang W, Wang Y. Spatiotemporal epidemiology and risk factors of scrub typhus in Hainan Province, China, 2011-2020. One Health 2023; 17:100645. [PMID: 38024283 PMCID: PMC10665174 DOI: 10.1016/j.onehlt.2023.100645] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 10/09/2023] [Accepted: 10/11/2023] [Indexed: 12/01/2023] Open
Abstract
Background The re-emergence of scrub typhus in the southern provinces of China in recent decades has been validated, thereby attracting the attention of public health authorities. There has been a spatial and temporal expansion of scrub typhus in Hainan Province, but the epidemiological characteristics, environmental drivers, and potential high-risk areas for scrub typhus have not yet been investigated. Objective The aims of this study were to characterize the spatiotemporal epidemiology of scrub typhus, identify dominant environmental risk factors, and map potential risk areas in Hainan Province from 2011 to 2020. Methods The spatiotemporal dynamics of scrub typhus in Hainan Province between 2011 and 2020 were analyzed using spatial analyses and seasonal-trend decomposition using regression (STR). The maximum entropy (MaxEnt) model was applied to determine the key environmental predictors and environmentally suitable areas for scrub typhus, and the demographic diversity of the predicted suitable zones was evaluated. Results During 2011-2020, 3260 scrub typhus cases were recorded in Hainan Province. The number of scrub typhus cases increased continuously each year, particularly among farmers (67.61%) and individuals aged 50-59 years (23.25%) who were identified as high-risk groups. A dual epidemic peak was detected, emerging annually from April to June and from July to October. The MaxEnt-based risk map illustrated that highly suitable areas, accounting for 25.36% of the total area, were mainly distributed in the northeastern part of Hainan Province, where 75.43% of the total population lived. Jackknife tests revealed that ground surface temperature, elevation, cumulative precipitation, evaporation, land cover, population density, and ratio of dependents were the most significant environmental factors. Conclusion In this study, we gained insights into the spatiotemporal epidemiological dynamics, pivotal environmental drivers, and potential risk map of scrub typhus in Hainan Province. These results have important implications for researchers and public health officials in guiding future prevention and control strategies for scrub typhus.
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Affiliation(s)
- Lisha Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Yang Xiao
- Chongqing University Cancer Hospital, School of Medicine, Chongqing University, Chongqing, China
| | - Xianyu Wei
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Xuan Li
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Chunyuan Duan
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
- Department of Epidemiology and Biostatistics, School of Public Health, China Medical University, Shenyang, China
| | - Xinjing Jia
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
- Department of Epidemiology and Biostatistics, School of Public Health, China Medical University, Shenyang, China
| | - Ruizhong Jia
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Jinpeng Guo
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
- Department of Epidemiology and Biostatistics, School of Public Health, China Medical University, Shenyang, China
| | - Yong Chen
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
- Department of Epidemiology and Biostatistics, School of Public Health, China Medical University, Shenyang, China
| | - Xiushan Zhang
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Wenyi Zhang
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
- Department of Epidemiology and Biostatistics, School of Public Health, China Medical University, Shenyang, China
| | - Yong Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
- Department of Epidemiology and Biostatistics, School of Public Health, China Medical University, Shenyang, China
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Zhang Y, Hai Y, Duan B, Long H, Xie X, Teng Z, Yin F, Wang M, Xiong Y, Shao Z, Guo W, Qin A. A seminested recombinase polymerase amplification assay to detect rickettsial pathogens in clinical samples. Diagn Microbiol Infect Dis 2023; 107:116067. [PMID: 37751629 DOI: 10.1016/j.diagmicrobio.2023.116067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 08/14/2023] [Accepted: 08/18/2023] [Indexed: 09/28/2023]
Abstract
Treatment at the early stage of onset is vital for the prognosis of rickettsioses. But the absence of specific clinical symptoms complicates the diagnosis of this condition. Herein we established a seminested recombinase polymerase amplification assay (snRPA-nfo) that enables quick detection and differentiation of rickettsial pathogens in clinical samples with high sensitivity and specificity. The conserved 17-kDa protein gene of Rickettsia sibirica and the 47-kDa protein gene of Orientia tsutsugamushi were targeted for the duplex RPA-nfo assay. The snRPA-nfo assay exhibited an increased LOD in spiked blood samples, up to 1000-fold in comparison to standard RPA-nfo, and a better detection rate (83.3%, 5/6) than TaqMan PCR (16.6%, 1/6, Ct ≤ 35) in clinically confirmed patient blood samples. Thus, snRPA-nfo assay represents a promising alternative to TaqMan PCR in the early diagnosis of rickettsioses for point-of-care testing as well as in resource-limited settings.
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Affiliation(s)
- Ying Zhang
- Center for Disease Control and Prevention of Xilingol League, Xilinhaote, Inner Mongolia, China; State Key Laboratory of Infectious Diseases Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Yan Hai
- Center for Disease Control and Prevention of Inner Mongolia, Hohhot, Inner Mongolia, China
| | - Biao Duan
- Institute of Endemic Diseases Control and Prevention of Yunnan, Dali, Yunnan, China
| | - Hu Long
- Center for Disease Control and Prevention of Guilin City, Guilin, Guangxi, China
| | - Xiaofei Xie
- State Key Laboratory of Infectious Diseases Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China; Hainan Medical College, Haikou, Hainan, China
| | - Zhongqiu Teng
- State Key Laboratory of Infectious Diseases Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Feifei Yin
- Hainan Medical College, Haikou, Hainan, China
| | - Mingliu Wang
- Center for Disease Control and Prevention of Guangxi, Nanning, Guangxi, China
| | - Yanwen Xiong
- State Key Laboratory of Infectious Diseases Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Zhujun Shao
- State Key Laboratory of Infectious Diseases Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Weidong Guo
- Center for Disease Control and Prevention of Xilingol League, Xilinhaote, Inner Mongolia, China; Institute of Endemic Diseases Control and Prevention of Yunnan, Dali, Yunnan, China.
| | - Aiping Qin
- State Key Laboratory of Infectious Diseases Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China.
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Wang YC, Li JH, Qin Y, Qin SY, Chen C, Yang XB, Ma N, Dong MX, Lei CC, Yang X, Sun HT, Sun ZY, Jiang J. The Prevalence of Rodents Orientia tsutsugamushi in China During Two Decades: A Systematic Review and Meta-Analysis. Vector Borne Zoonotic Dis 2023; 23:619-633. [PMID: 37625029 DOI: 10.1089/vbz.2023.0057] [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] [Indexed: 08/27/2023] Open
Abstract
Background: Orientia tsutsugamushi is a zoonotic intracellular pathogen that requires parasitism in eukaryotic cells to reproduce. In recent years, tsutsugamushi disease reported in many places nationwide has crossed the Yangtze River, continuously, spreading to the North China. Now this phenomenon has aroused people's attention. Materials and Methods: In this study, meta-analysis was used to analyze the infection of rodents (vectors) in China, to clarify the transmission rule of O. tsutsugamushi. Results: This study included literature from six databases (PubMed, Web of Science, Science Direct, Wanfang, CNKI, and VIP). A total of 55 articles were included in the study from 610 retrieved articles. The total infection rate of O. tsutsugamushi in rodents was 5.5% (1206/20,620, 95% confidence interval [CI]: 0.0553-0.0617). The prevalence of O. tsutsugamushi in rodents before 2013 (7.73%, 95% CI: 4.11-12.37) was higher than after 2013 (2.11%, 95% CI: 0.64-4.41). O. tsutsugamushi spread among a variety of rodents, among which Rattus losea (13.3%, 95% CI: 4.33-26.26), Rattus tanezumi (5.69%, 95% CI: 1.37-12.72), and Apodemus agrarius (5.32%, 95% CI: 2.26-9.58) infection rate was higher. Kawasaki (8.32%, 95% CI: 1.42-20.17), Karp (7.36%, 95% CI: 2.62-14.22), Kato (2.54%, 95% CI: 0.08-8.28), and Gilliam (2.13%, 95% CI: 0.42-5.09) were the main prevalent genotypes in China. The prevalence of O. tsutsugamushi in rodents was seasonal, increasing gradually in summer (2.39%, 95% CI: 0.46-5.77), peaking in autumn (4.59%, 95% CI: 1.15-10.16), and then declining. The positive rate of immunofluorescence assay (25.07%, 95% CI: 8.44-46.88) was the highest among the detection methods, and it was statistically significant (p < 0.05). Based on the subgroup of geographical factors and climatic factors, the probability of O. tsutsugamushi infection in rodents was the highest when the temperature >19℃ (8.20%, 95% CI: 1.22-20.52), the altitude <100 millimeters (7.23%, 95% CI: 3.45-12.26), the precipitation >700 millimeters (12.22%, 95% CI: 6.45-19.50), and the humidity 60-70% (7.80%, 95% CI: 4.17-12.44). Conclusions: Studies have shown that rodents carrying O. tsutsugamushi are common. People should prevent and control rodents in life and monitor rodents carrying O. tsutsugamushi for a long time.
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Affiliation(s)
- Yan-Chun Wang
- School of Pharmacy, Qingdao University, Qingdao, PR China
- Changchun Sci-Tech University, Shuangyang, PR China
- Department of Technology, Ningbo Sansheng Biotechnology Co., Ltd, Ningbo, PR China
| | - Jing-Hao Li
- Center for Biological Disaster Prevention and Control, National Forestry and Grassland Administration, Shenyang, PR China
| | - Ya Qin
- College of Animal Science and Technology, Jilin Agricultural University, Changchun, PR China
| | - Si-Yuan Qin
- Center for Biological Disaster Prevention and Control, National Forestry and Grassland Administration, Shenyang, PR China
| | - Chao Chen
- College of Animal Science and Technology, Jilin Agricultural University, Changchun, PR China
| | - Xin-Bo Yang
- College of Animal Science and Technology, Jilin Agricultural University, Changchun, PR China
| | - Ning Ma
- College of Animal Science and Technology, Jilin Agricultural University, Changchun, PR China
| | - Ming-Xin Dong
- School of Pharmacy, Qingdao University, Qingdao, PR China
- Department of Technology, Ningbo Sansheng Biotechnology Co., Ltd, Ningbo, PR China
| | - Cong-Cong Lei
- Center for Biological Disaster Prevention and Control, National Forestry and Grassland Administration, Shenyang, PR China
| | - Xing Yang
- Department of Medical Microbiology and Immunology, School of Basic Medicine, Dali University, Dali, PR China
| | - He-Ting Sun
- Center for Biological Disaster Prevention and Control, National Forestry and Grassland Administration, Shenyang, PR China
| | - Zhi-Yong Sun
- Department of Technology, Ningbo Sansheng Biotechnology Co., Ltd, Ningbo, PR China
| | - Jing Jiang
- Changchun Sci-Tech University, Shuangyang, PR China
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20
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Wang J, Luo M, Li T, Liu Y, Jiang G, Wu Y, Liu Q, Gong Z, Sun J. The ecological and etiological investigation of ticks and rodents in China: results from an ongoing surveillance study in Zhejiang Province. Front Vet Sci 2023; 10:1268440. [PMID: 38089699 PMCID: PMC10715276 DOI: 10.3389/fvets.2023.1268440] [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] [Received: 07/28/2023] [Accepted: 11/13/2023] [Indexed: 05/07/2024] Open
Abstract
OBJECTIVES This study aimed to analyze the population density of vector ticks and reservoir hosts rodents, and to investigate the relevant pathogen infection in Zhejiang Province, China. METHODS In this surveillance study, the data of ticks density were collected with the tick picking method on animal body surface and the drag-flag method, while the rodent density with the night trapping method. The samples of ticks were examined for the severe fever with thrombocytopenia syndrome virus (SFTSV), and blood serum and organs from rodents were subjected for SFTSV, hantavirus, Leptospira, Orientia tsutsugamushi (O. tsutsugamushi) and Yersinia pestis (Y. pestis) screening in the laboratory. RESULTS From 2017 to 2022 in Zhejiang Province, 16,230 parasitic ticks were found in 1848 positive animals, with the density of parasitic ticks of 1.29 ticks per host animal, and a total of 5,201 questing ticks were captured from 1,140,910 meters of vegetation distance with the questing tick density of 0.46 ticks/flag·100 m. Haemaphysalis longicornis (H. longicornis) was the major species. A total of 2,187,739 mousetraps were distributed and 12,705 rodents were trapped, with the density of 0.58 per 100 trap-nights. Rattus norvegicus was the major species. For SFTSV screening, two groups nymphal ticks of H. longicornis were tested to be positive. For the rodents samples, the Leptospira had a positive rate of 12.28% (197/1604), the hantavirus was 1.00% (16/1604), and the O. tsutsugamushi was 0.15% (2/1332). No positive results were found with SFTSV and Y. pestis in the rodents samples. CONCLUSION Findings from this study indicated that the ticks and rodents were widely distributed in Zhejiang Province. Particularly, the positive detection of SFTSV, Leptospira, hantavirus and O. tsutsugamushi in ticks or rodents from this area suggested that more attention should be paid to the possibilities of relevant vector-borne diseases occurrence.
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Affiliation(s)
- Jinna Wang
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Mingyu Luo
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Tianqi Li
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Ying Liu
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Guoqin Jiang
- Shaoxing Center for Disease Control and Prevention, Shaoxing, China
| | - Yuyan Wu
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Qinmei Liu
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Zhenyu Gong
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Jimin Sun
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
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Huang J, Deng K, Chen J, Zhang M. Epidemiological and clinical characteristics of scrub typhus in northern Fujian, China, from 2015 to 2019. BMC Infect Dis 2023; 23:479. [PMID: 37464324 PMCID: PMC10354924 DOI: 10.1186/s12879-023-08451-1] [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: 01/10/2023] [Accepted: 07/11/2023] [Indexed: 07/20/2023] Open
Abstract
BACKGROUND This study aimed to analyze the epidemiological and clinical characteristics of scrub typhus in northern Fujian Province on the southeast coast of China. METHODS A retrospective analysis was performed on 303 patients with scrub typhus admitted to the First Hospital of Nanping City, Fujian Province, from January 2015 to December 2019. The epidemic characteristics were analyzed, such as the annual number of cases, age distribution, sex distribution, and seasonal distribution in each region. The patient's clinical manifestations, signs, complications, auxiliary examinations, and prognosis were analyzed. RESULTS From 2015 to 2019, the age distribution of scrub typhus cases was mainly concentrated in 40-49 y (17.16%), 50-59 y (24.09%), and 60-69 y (26.73%). There were no sex differences among the patients. 68.98% of the cases were concentrated in rural areas, with farmers having the highest proportion. However, this study compared prognostic factors in the cured and uncured groups, and found significant differences in non-farmer occupation and diagnosis time ≥ 8 days. Scrub typhus showed two peaks north of Fujian; the prominent peak was from June to July, and the other slight rise was from October to November. The SDE plot showed that the cases were mainly concentrated in Yanping, Shunchang, Zhenghe, and Songxi counties. The number of cases in hilly and mountainous areas was higher than in plain areas. The main diagnostic methods in this area are based on specific eschar and epidemiology, while the positive rate of the Weil-Felix test is low. CONCLUSIONS The results of this study can guide primary care institutions to improve the level of diagnosis and treatment of scrub typhus and take effective public health intervention measures in endemic areas.
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Affiliation(s)
- Jin Huang
- Department of Infectious Diseases, The Second Affiliated Hospital of Fujian University of Traditional Chinese Medicine, Wusi Road, Fuzhou, China.
| | - Kaixiang Deng
- Department of Traditional Chinese Medicine, First Hospital of Nanping City, Nanping, China
| | - Jiawei Chen
- Department of Infectious Diseases, The Second Affiliated Hospital of Fujian University of Traditional Chinese Medicine, Wusi Road, Fuzhou, China
| | - Meiquan Zhang
- Department of Pulmonary and Critical Care Medicine, Fujian Provincial Geriatric Hospital, Fuzhou, China
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22
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Huang X, Xie B, Long J, Chen H, Zhang H, Fan L, Chen S, Chen K, Wei Y. Prediction of risk factors for scrub typhus from 2006 to 2019 based on random forest model in Guangzhou, China. Trop Med Int Health 2023. [PMID: 37230481 DOI: 10.1111/tmi.13896] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
OBJECTIVES Scrub typhus is an increasingly serious public health problem, which is becoming the most common vector-borne disease in Guangzhou. This study aimed to analyse the correlation between scrub typhus incidence and potential factors and rank the importance of influential factors. METHODS We collected monthly scrub typhus cases, meteorological variables, rodent density (RD), Normalised Difference Vegetation Index (NDVI), and land use type in Guangzhou from 2006 to 2019. Correlation analysis and a random forest model were used to identify the risk factors for scrub typhus and predict the importance rank of influencing factors related to scrub typhus incidence. RESULTS The epidemiological results of the scrub typhus cases in Guangzhou between 2006 and 2019 showed that the incidence rate was on the rise. The results of correlation analysis revealed that a positive relationship between scrub typhus incidence and meteorological factors of mean temperature (Tmean ), accumulative rainfall (RF), relative humidity (RH), sunshine hours (SH), and NDVI, RD, population density, and green land coverage area (all p < 0.001). Additionally, we tested the relationship between the incidence of scrub typhus and the lagging meteorological factors through cross-correlation function, and found that incidence was positively correlated with 1-month lag Tmean , 2-month lag RF, 2-month lag RH, and 6-month lag SH (all p < 0.001). Based on the random forest model, we found that the Tmean was the most important predictor among the influential factors, followed by NDVI. CONCLUSIONS Meteorological factors, NDVI, RD, and land use type jointly affect the incidence of scrub typhus in Guangzhou. Our results provide a better understanding of the influential factors correlated with scrub typus, which can improve our capacity for biological monitoring and help public health authorities to formulate disease control strategies.
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Affiliation(s)
- Xiaobin Huang
- School of Public Health, Sun Yat-Sen University, Guangzhou, China
- Department of Parasitic Disease and Endemic Disease Control and Prevention, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Binbin Xie
- Department of Surveillance and Control, Hainan Tropical Diseases Research Center, Haikou, China
| | - Jiali Long
- Department of Parasitic Disease and Endemic Disease Control and Prevention, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Haiyan Chen
- Department of Parasitic Disease and Endemic Disease Control and Prevention, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Hao Zhang
- Department of Parasitic Disease and Endemic Disease Control and Prevention, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Lirui Fan
- Department of Parasitic Disease and Endemic Disease Control and Prevention, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Shouyi Chen
- Department of Parasitic Disease and Endemic Disease Control and Prevention, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Kuncai Chen
- Department of Parasitic Disease and Endemic Disease Control and Prevention, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Yuehong Wei
- Department of Parasitic Disease and Endemic Disease Control and Prevention, Guangzhou Center for Disease Control and Prevention, Guangzhou, China
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23
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Wang G, Fu R, Zhang L, Xue L, Al-Mahdi AY, Xie X, Qin A, Tang C, Du J, Huang Y, Wang Y, Su J, Huang S, Peng R, Lu Z, An J, Sun C, Yang H, He C, Yuen KY, Chan JFW, Du Y, Xiao M, Sun L, Yin F. Genomic bacterial load associated with bacterial genotypes and clinical characteristics in patients with scrub typhus in Hainan Island, Southern China. PLoS Negl Trop Dis 2023; 17:e0011243. [PMID: 37083859 PMCID: PMC10155967 DOI: 10.1371/journal.pntd.0011243] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 05/03/2023] [Accepted: 03/14/2023] [Indexed: 04/22/2023] Open
Abstract
Scrub typhus, caused by mite-borne Orientia tsutsugamushi (O. tsutsugamushi), is a major febrile disease in the Asia-Pacific region. The DNA load of O. tsutsugamushi in the blood was previously found to be significantly higher in patients with fatal disease than those with non-fatal disease and correlated with the duration of illness, presence of eschar, and hepatic enzyme levels. In this prospective observation study, we analyzed the association of bacterial DNA load with clinical features, disease severity, and genotype using real-time PCR targeting the 56 kDa TSA gene of O. tsutsugamushi in the blood samples of 117 surviving patients with scrub typhus who had not received appropriate antibiotic treatment. The median O. tsutsugamushi DNA load was 3.11×103 copies/mL (range, 44 to 3.3×106 copies/mL). The severity of patients was categorized as mild, moderate, and severe based on the number of dysfunctional organs, and no significant difference in O. tsutsugamushi DNA load was found among these groups. Patients infected with the Karp group showed a significantly higher O. tsutsugamushi DNA load than those in the Gilliam (P < 0.05) and TA763 (P < 0.01) groups. Patients belonging to the Li ethnic group showed a significantly higher DNA load than those in the Han ethnic groups. The blood bacterial DNA load of patients showed no significant difference between groups divided by gender, age, with or without eschar, or the season of disease onset. The highest body temperature recorded during fever onset was positively correlated with O. tsutsugamushi DNA load (ρ = 0.272, P = 0.022). Correlation analyses indicated that the serum total bilirubin level was positively correlated with O. tsutsugamushi DNA load. In conclusion, the findings in this study demonstrated the association of DNA load of O. tsutsugamushi with the severity and genotype in patients with scrub typhus in Hainan, China.
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Affiliation(s)
- Gaoyu Wang
- Hainan Medical University-The University of Hong Kong Joint Laboratory of Tropical Infectious Diseases, Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Medical University, Haikou, China
- Department of Clinical Laboratory, Center for Laboratory Medicine, Hainan Women and Children's Medical Center, Haikou, China
- Academician Workstation of Hainan Province, Hainan Medical University; Haikou, China
| | - Ruijia Fu
- Hainan Medical University-The University of Hong Kong Joint Laboratory of Tropical Infectious Diseases, Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Medical University, Haikou, China
| | - Liyuan Zhang
- Department of Infectious Disease, the Second Affiliated Hospital of Hainan Medical University, Haikou, China
| | - Liying Xue
- Hainan Medical University-The University of Hong Kong Joint Laboratory of Tropical Infectious Diseases, Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Medical University, Haikou, China
- Academician Workstation of Hainan Province, Hainan Medical University; Haikou, China
| | | | - Xiaofei Xie
- Hainan Medical University-The University of Hong Kong Joint Laboratory of Tropical Infectious Diseases, Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Medical University, Haikou, China
- Academician Workstation of Hainan Province, Hainan Medical University; Haikou, China
| | - Aiping Qin
- State Key Laboratory of Infectious Diseases Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Chuanning Tang
- Hainan Medical University-The University of Hong Kong Joint Laboratory of Tropical Infectious Diseases, Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Medical University, Haikou, China
- Academician Workstation of Hainan Province, Hainan Medical University; Haikou, China
| | - Jiang Du
- Hainan Medical University-The University of Hong Kong Joint Laboratory of Tropical Infectious Diseases, Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Medical University, Haikou, China
- Academician Workstation of Hainan Province, Hainan Medical University; Haikou, China
| | - Yi Huang
- Hainan Medical University-The University of Hong Kong Joint Laboratory of Tropical Infectious Diseases, Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Medical University, Haikou, China
- Academician Workstation of Hainan Province, Hainan Medical University; Haikou, China
| | - Yueping Wang
- Department of Infectious Disease, the First affiliated Hospital of Hainan Medical University, Haikou, China
| | - Jian Su
- Department of Infectious Disease, the First affiliated Hospital of Hainan Medical University, Haikou, China
| | - Shengkai Huang
- Department of Infectious Disease, the First affiliated Hospital of Hainan Medical University, Haikou, China
| | - Ruoyan Peng
- Hainan Medical University-The University of Hong Kong Joint Laboratory of Tropical Infectious Diseases, Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Medical University, Haikou, China
- Academician Workstation of Hainan Province, Hainan Medical University; Haikou, China
| | - Zhe Lu
- Department of Clinical Laboratory, Center for Laboratory Medicine, Hainan Women and Children's Medical Center, Haikou, China
| | - Jing An
- Department of Clinical Laboratory, Center for Laboratory Medicine, Hainan Women and Children's Medical Center, Haikou, China
| | - Changjia Sun
- Department of Clinical Laboratory, Center for Laboratory Medicine, Hainan Women and Children's Medical Center, Haikou, China
| | - Hua Yang
- Department of Clinical Laboratory, Center for Laboratory Medicine, Hainan Women and Children's Medical Center, Haikou, China
| | - Changhua He
- Hainan Center for Disease Control and Prevention, Haikou, China
| | - Kwok-Yung Yuen
- Hainan Medical University-The University of Hong Kong Joint Laboratory of Tropical Infectious Diseases, Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Medical University, Haikou, China
- Academician Workstation of Hainan Province, Hainan Medical University; Haikou, China
- State Key Laboratory of Emerging Infectious Diseases, The University of Hong Kong, Pokfulam, Hong Kong, China
| | - Jasper Fuk-Woo Chan
- Hainan Medical University-The University of Hong Kong Joint Laboratory of Tropical Infectious Diseases, Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Medical University, Haikou, China
- Academician Workstation of Hainan Province, Hainan Medical University; Haikou, China
- State Key Laboratory of Emerging Infectious Diseases, The University of Hong Kong, Pokfulam, Hong Kong, China
| | - Yongguo Du
- Department of Infectious Disease, the Second Affiliated Hospital of Hainan Medical University, Haikou, China
| | - Meifang Xiao
- Department of Clinical Laboratory, Center for Laboratory Medicine, Hainan Women and Children's Medical Center, Haikou, China
- Faculty of medicine, Lincoln University College, Petaling Jaya, Malaysia
| | - Long Sun
- Department of Infectious Disease, the First affiliated Hospital of Hainan Medical University, Haikou, China
| | - Feifei Yin
- Hainan Medical University-The University of Hong Kong Joint Laboratory of Tropical Infectious Diseases, Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Medical University, Haikou, China
- Department of Clinical Laboratory, Center for Laboratory Medicine, Hainan Women and Children's Medical Center, Haikou, China
- Academician Workstation of Hainan Province, Hainan Medical University; Haikou, China
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Otsuka Y, Hagiya H, Fukushima S, Harada K, Koyama T, Otsuka F. Trends in the Incidence of Japanese Spotted Fever in Japan: A Nationwide, Two-Decade Observational Study from 2001-2020. Am J Trop Med Hyg 2023; 108:701-704. [PMID: 36746667 PMCID: PMC10076997 DOI: 10.4269/ajtmh.22-0487] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Accepted: 12/01/2022] [Indexed: 02/08/2023] Open
Abstract
The worldwide spread of tick-borne diseases (TBDs) has become a public health concern. Therefore, this study aimed to clarify trends in the incidence of Japanese spotted fever (JSF), one of Japan's most prevalent TBDs. Weekly infectious disease reports were used to calculate the annual incidence rates (AIRs) of JSF. Data were stratified by age and sex, and joinpoint regression analysis was performed to estimate the annual percentage change (APC). AIR and APC were geographically compared among the 47 prefectures. A total of 3,453 JSF cases were observed from 2001 to 2020. The AIR per 100,000 population was 0.03 in 2001, which increased approximately 10-fold to 0.33 in 2020. The average APC (AAPC) during the study period was 12.3% (95% CI: 10.7-13.9). By age group, the incidence of JSF increased more rapidly among the older population: 11.5% (95% CI: 10.1-12.9) in those aged ≥ 65 years and 8.9% (95% CI: 6.4-11.5) in those aged < 50 years. Although the AIR over the past two decades was higher in climatically warm regions located in southwestern Japan and on the Pacific coast, increases in the AAPC were notable in colder regions located in eastern Japan. The incidence of JSF continues to increase in Japan, especially among older populations and in eastern prefectures, where the disease has not been previously diagnosed.
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Affiliation(s)
- Yuki Otsuka
- Department of General Medicine, Dentistry and Pharmaceutical Sciences, Okayama University Graduate School of Medicine, Okayama, Japan
| | - Hideharu Hagiya
- Department of General Medicine, Dentistry and Pharmaceutical Sciences, Okayama University Graduate School of Medicine, Okayama, Japan
| | - Shinnosuke Fukushima
- Department of General Medicine, Dentistry and Pharmaceutical Sciences, Okayama University Graduate School of Medicine, Okayama, Japan
| | - Ko Harada
- Department of General Medicine, Dentistry and Pharmaceutical Sciences, Okayama University Graduate School of Medicine, Okayama, Japan
- Department of Medicine, Icahn School of Medicine at Mount Sinai, Mount Sinai Beth Israel, New York, New York
| | - Toshihiro Koyama
- Department of Pharmaceutical Biomedicine, Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama University, Okayama, Japan
| | - Fumio Otsuka
- Department of General Medicine, Dentistry and Pharmaceutical Sciences, Okayama University Graduate School of Medicine, Okayama, Japan
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Varghese GM, Dayanand D, Gunasekaran K, Kundu D, Wyawahare M, Sharma N, Chaudhry D, Mahajan SK, Saravu K, Aruldhas BW, Mathew BS, Nair RG, Newbigging N, Mathew A, Abhilash KPP, Biswal M, Prasad AH, Zachariah A, Iyadurai R, Hansdak SG, Sathyendra S, Sudarsanam TD, Prakash JAJ, Manesh A, Mohan A, Tarning J, Blacksell SD, Peerawaranun P, Waithira N, Mukaka M, Cheah PY, Peter JV, Abraham OC, Day NPJ. Intravenous Doxycycline, Azithromycin, or Both for Severe Scrub Typhus. N Engl J Med 2023; 388:792-803. [PMID: 36856615 PMCID: PMC7614458 DOI: 10.1056/nejmoa2208449] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/02/2023]
Abstract
BACKGROUND The appropriate antibiotic treatment for severe scrub typhus, a neglected but widespread reemerging zoonotic infection, is unclear. METHODS In this multicenter, double-blind, randomized, controlled trial, we compared the efficacy of intravenous doxycycline, azithromycin, or a combination of both in treating severe scrub typhus. Patients who were 15 years of age or older with severe scrub typhus with at least one organ involvement were enrolled. The patients were assigned to receive a 7-day course of intravenous doxycycline, azithromycin, or both (combination therapy). The primary outcome was a composite of death from any cause at day 28, persistent complications at day 7, and persistent fever at day 5. RESULTS Among 794 patients (median age, 48 years) who were included in the modified intention-to-treat analysis, complications included those that were respiratory (in 62%), hepatic (in 54%), cardiovascular (in 42%), renal (in 30%), and neurologic (in 20%). The use of combination therapy resulted in a lower incidence of the composite primary outcome than the use of doxycycline (33% and 47%, respectively), for a risk difference of -13.3 percentage points (95% confidence interval [CI], -21.6 to -5.1; P = 0.002). The incidence with combination therapy was also lower than that with azithromycin (48%), for a risk difference of -14.8 percentage points (95% CI, -23.1 to -6.5; P<0.001). No significant difference was seen between the azithromycin and doxycycline groups (risk difference, 1.5 percentage points; 95% CI, -7.0 to 10.0; P = 0.73). The results in the per-protocol analysis were similar to those in the primary analysis. Adverse events and 28-day mortality were similar in the three groups. CONCLUSIONS Combination therapy with intravenous doxycycline and azithromycin was a better therapeutic option for the treatment of severe scrub typhus than monotherapy with either drug alone. (Funded by the India Alliance and Wellcome Trust; INTREST Clinical Trials Registry-India number, CTRI/2018/08/015159.).
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Affiliation(s)
- George M Varghese
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Divya Dayanand
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Karthik Gunasekaran
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Debasree Kundu
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Mukta Wyawahare
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Navneet Sharma
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Dhruva Chaudhry
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Sanjay K Mahajan
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Kavitha Saravu
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Blessed W Aruldhas
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Binu S Mathew
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Roshini G Nair
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Nalini Newbigging
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Aswathy Mathew
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Kundavaram P P Abhilash
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Manisha Biswal
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Ann H Prasad
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Anand Zachariah
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Ramya Iyadurai
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Samuel G Hansdak
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Sowmya Sathyendra
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Thambu D Sudarsanam
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - John A J Prakash
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Abi Manesh
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Alladi Mohan
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Joel Tarning
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Stuart D Blacksell
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Pimnara Peerawaranun
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Naomi Waithira
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Mavuto Mukaka
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Phaik Yeong Cheah
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - John V Peter
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Ooriapadickal C Abraham
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
| | - Nicholas P J Day
- From the Departments of Infectious Diseases (G.M.V., D.D., D.K., R.G.N., A.H.P., A. Manesh), Medicine (K.G., N.N., A.Z., R.I., S.G.H., S.S., T.D.S., O.C.A.), Pharmacology (B.W.A., B.S.M., A. Mathew), Emergency Medicine (K.P.P.A.), Microbiology (J.A.J.P.), and Critical Care (J.V.P.), Christian Medical College, Vellore, the Department of Medicine, Jawaharlal Institute of Post Graduate Medical Education and Research, Pondicherry (M.W.), the Departments of Internal Medicine (N.S.) and Microbiology (M.B.), Post Graduate Institute of Medical Education and Research, Chandigarh, the Department of Pulmonary Care and Critical Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences, Rohtak (D.C.), the Department of Medicine, Indira Gandhi Medical College, Shimla (S.K.M.), the Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal (K.S.), and the Department of Medicine, Sri Venkateswara Institute of Medical Sciences, Tirupati (A. Mohan) - all in India; Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand (J.T., S.D.B., P.P., N.W., M.M., P.Y.C., N.P.J.D.); and the Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom (J.T., S.D.B., N.W., M.M., P.Y.C., N.P.J.D.)
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Walker DH, Blanton LS. Progress in Treating a Neglected Tropical Disease. N Engl J Med 2023; 388:843-844. [PMID: 36856622 DOI: 10.1056/nejme2300113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/02/2023]
Affiliation(s)
- David H Walker
- From the Departments of Pathology (D.H.W.) and Internal Medicine (L.S.B.), the Center for Biodefense and Emerging Infectious Diseases, the Center for Tropical Diseases, and the Institute for Human Infections and Immunity, University of Texas Medical Branch, Galveston
| | - Lucas S Blanton
- From the Departments of Pathology (D.H.W.) and Internal Medicine (L.S.B.), the Center for Biodefense and Emerging Infectious Diseases, the Center for Tropical Diseases, and the Institute for Human Infections and Immunity, University of Texas Medical Branch, Galveston
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Walker DH, Mendell NL. A scrub typhus vaccine presents a challenging unmet need. NPJ Vaccines 2023; 8:11. [PMID: 36759505 PMCID: PMC9910236 DOI: 10.1038/s41541-023-00605-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 01/17/2023] [Indexed: 02/11/2023] Open
Abstract
Scrub typhus caused by the obligately intracellular bacterium, Orientia tsutsugamushi, is a major cause of life-threatening acute undifferentiated febrile illness in eastern Asia and the islands of the Western Pacific and Indian oceans. Since the estimation of an incidence of 1 million cases annually two decades ago, the number of cases has increased substantially in endemic regions, reappeared where the disease was forgotten, and spread northward. Trombiculid mites are both reservoir and vector. Despite 80 years of efforts to develop a vaccine, there is none. Protective immunity is mediated by antibodies and CD8 and CD4 T cells. Previous efforts have failed because of gaps in understanding immunity to O. tsutsugamushi, particularly the requirements for vaccine-induced immunity, lack of knowledge regarding immune memory in scrub typhus, and lack of attention to addressing the issue of cross-protection between strains. There are numerous strains of O. tsutsugamushi, and modestly durable immunity is strain-specific. Antibodies to the strain that caused infection are protective against challenges with the homologous strain but, despite reactivity with other immunodominant antigens, the immune serum does not protect against heterologous strains. Among the antigens detected by western immunoblot in immune sera (22-, 47-, 56-, 58-, and 110 kDa proteins), only the 56 kDa protein stimulates strong protection. This protein contains four hypervariable regions which are likely, on the basis of limited data, to be the targets of neutralizing antibodies. However, a method that definitively detects neutralizing antibody has yet to be developed. Only one study has used genomic data to pursue the discovery of protective antigens. Three conserved autotransporters were identified, and only immunization with ScaA provided protection against the homologous strain, but only 40% of animals were protected against challenge with a heterologous strain. A multiplex vaccine containing conformational antigens of the hypervariable regions of the 56 kDa protein of the strains of the greatest clinical and epidemiological importance, as well as conserved regions of the 56 kDa protein, ScaA, and other protective antigens identified by future genomic and bioinformatics methods should be developed and tested.
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Affiliation(s)
- David H. Walker
- grid.176731.50000 0001 1547 9964Department of Pathology, The University of Texas Medical Branch at Galveston, 301 University Blvd., Galveston, TX 77555 USA
| | - Nicole L. Mendell
- grid.176731.50000 0001 1547 9964Department of Pathology, The University of Texas Medical Branch at Galveston, 301 University Blvd., Galveston, TX 77555 USA
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Wei X, He J, Yin W, Soares Magalhaes RJ, Wang Y, Xu Y, Wen L, Sun Y, Zhang W, Sun H. Spatiotemporal dynamics and environmental determinants of scrub typhus in Anhui Province, China, 2010-2020. Sci Rep 2023; 13:2131. [PMID: 36747027 PMCID: PMC9902522 DOI: 10.1038/s41598-023-29373-7] [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: 09/13/2022] [Accepted: 02/03/2023] [Indexed: 02/08/2023] Open
Abstract
This study aims to describe the epidemiological characteristics of scrub typhus, detect the spatio-temporal patterns of scrub typhus at county level, and explore the associations between the environmental variables and scrub typhus cases in Anhui Province. Time-series analysis, spatial autocorrelation analysis, and space-time scan statistics were used to explore the characteristics and spatiotemporal patterns of the scrub typhus in Anhui Province. Negative binomial regression analysis was used to explore the association between scrub typhus and environmental variables. A total of 16,568 clinically diagnosed and laboratory-confirmed cases were reported from 104 counties of 16 prefecture-level cities. The number of female cases was higher than male cases, with a proportion of 1.32:1. And the proportion of cases over 65 years old was the highest, accounting for 33.8% of the total cases. Two primary and five secondary high-risk clusters were detected in the northwestern, northeastern, and central-eastern parts of Anhui Province. The number of cases in primary and secondary high-risk clusters accounted for 60.27% and 3.00%, respectively. Scrub typhus incidence in Anhui Province was positively correlated with the population density, normalized difference vegetation index, and several meteorological variables. The mean monthly sunshine duration with 3 lags (SSD_lag3), mean monthly ground surface temperature with 1 lag (GST_lag1), and mean monthly relative humidity with 3 lags (RHU_lag3) had the most significant association with increased cases of scrub typhus. Our findings indicate that public health interventions need to be focused on the elderly farmers in north of the Huai River in Anhui Province.
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Affiliation(s)
- Xianyu Wei
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China.,Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Junyu He
- Ocean College, Zhejiang University, Zhoushan, China.,Ocean Academy, Zhejiang University, Zhoushan, China
| | - Wenwu Yin
- Chinese Center for Disease Control and Prevention, Beijing, China
| | - Ricardo J Soares Magalhaes
- Spatial Epidemiology Laboratory, School of Veterinary Science, The University of Queensland, Brisbane, Australia.,Child Health Research Center, The University of Queensland, Brisbane, Australia
| | - Yanding Wang
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Yuanyong Xu
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Liang Wen
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Yehuan Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
| | - Wenyi Zhang
- Chinese PLA Center for Disease Control and Prevention, Beijing, China.
| | - Hailong Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China. .,Chinese PLA Center for Disease Control and Prevention, Beijing, China.
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29
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Li X, Wei X, Yin W, Soares Magalhaes RJ, Xu Y, Wen L, Peng H, Qian Q, Sun H, Zhang W. Using ecological niche modeling to predict the potential distribution of scrub typhus in Fujian Province, China. Parasit Vectors 2023; 16:44. [PMID: 36721181 PMCID: PMC9887782 DOI: 10.1186/s13071-023-05668-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Accepted: 01/13/2023] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Despite the increasing number of cases of scrub typhus and its expanding geographical distribution in China, its potential distribution in Fujian Province, which is endemic for the disease, has yet to be investigated. METHODS A negative binomial regression model for panel data mainly comprising meteorological, socioeconomic and land cover variables was used to determine the risk factors for the occurrence of scrub typhus. Maximum entropy modeling was used to identify the key predictive variables of scrub typhus and their ranges, map the suitability of different environments for the disease, and estimate the proportion of the population at different levels of infection risk. RESULTS The final multivariate negative binomial regression model for panel data showed that the annual mean normalized difference vegetation index had the strongest correlation with the number of scrub typhus cases. With each 0.1% rise in shrubland and 1% rise in barren land there was a 75.0% and 37.0% increase in monthly scrub typhus cases, respectively. In contrast, each unit rise in mean wind speed in the previous 2 months and each 1% increase in water bodies corresponded to a decrease of 40.0% and 4.0% in monthly scrub typhus cases, respectively. The predictions of the maximum entropy model were robust, and the average area under the curve value was as high as 0.864. The best predictive variables for scrub typhus occurrence were population density, annual mean normalized difference vegetation index, and land cover types. The projected potentially most suitable areas for scrub typhus were widely distributed across the eastern coastal area of Fujian Province, with highly suitable and moderately suitable areas accounting for 16.14% and 9.42%, respectively. Of the total human population of the province, 81.63% reside in highly suitable areas for scrub typhus. CONCLUSIONS These findings could help deepen our understanding of the risk factors of scrub typhus, and provide information for public health authorities in Fujian Province to develop more effective surveillance and control strategies in identified high risk areas in Fujian Province.
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Affiliation(s)
- Xuan Li
- grid.186775.a0000 0000 9490 772XDepartment of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China ,grid.488137.10000 0001 2267 2324Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Xianyu Wei
- grid.186775.a0000 0000 9490 772XDepartment of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China ,grid.488137.10000 0001 2267 2324Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Wenwu Yin
- grid.198530.60000 0000 8803 2373Chinese Center for Disease Control and Prevention, Beijing, China
| | - Ricardo J. Soares Magalhaes
- grid.1003.20000 0000 9320 7537Spatial Epidemiology Laboratory, School of Veterinary Science, The University of Queensland, Brisbane, Australia ,grid.1003.20000 0000 9320 7537Child Health Research Center, The University of Queensland, Brisbane, Australia
| | - Yuanyong Xu
- grid.488137.10000 0001 2267 2324Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Liang Wen
- grid.488137.10000 0001 2267 2324Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Hong Peng
- grid.488137.10000 0001 2267 2324Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Quan Qian
- grid.488137.10000 0001 2267 2324Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Hailong Sun
- grid.186775.a0000 0000 9490 772XDepartment of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China ,grid.488137.10000 0001 2267 2324Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Wenyi Zhang
- grid.186775.a0000 0000 9490 772XDepartment of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China ,grid.488137.10000 0001 2267 2324Chinese PLA Center for Disease Control and Prevention, Beijing, China
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Rao RSP, Ghate SD, Shastry RP, Kurthkoti K, Suravajhala P, Patil P, Shetty P. Prevalence and heterogeneity of antibiotic resistance genes in Orientia tsutsugamushi and other rickettsial genomes. Microb Pathog 2023; 174:105953. [PMID: 36529286 DOI: 10.1016/j.micpath.2022.105953] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Revised: 12/13/2022] [Accepted: 12/14/2022] [Indexed: 12/16/2022]
Abstract
Despite a million infections every year and an estimated one billion people at risk, scrub typhus is regarded as a neglected tropical disease. The causative bacterium Orientia tsutsugamushi, a member of rickettsiae, seems to be intrinsically resistant to several classes of antibiotics. The emergence of antibiotic-resistant scrub typhus is likely to become a global public health concern. Yet, it is unknown as to how common antibiotic resistance genes are in O. tsutsugamushi, and how variable these loci are among the genomes of rickettsiae. By using the comprehensive antibiotic resistance database, we explored 79 complete genomes from 24 species of rickettsiae for antibiotic resistance loci. There were 244 unique antibiotic resistance genes in rickettsiae. Both the total and unique antibiotic resistance genes in O. tsutsugamushi were significantly less compared to other members of rickettsiae. However, antibiotic resistance genes in O. tsutsugamushi genomes were more unique and highly variable. Many genes such as resistant variants of evgS, and vanS A/G were present in numerous copies. These results will have important implications in the context of antibiotic-resistant scrub typhus.
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Affiliation(s)
- R Shyama Prasad Rao
- Center for Bioinformatics, NITTE deemed to be University, Mangaluru, 575018, India.
| | - Sudeep D Ghate
- Center for Bioinformatics, NITTE deemed to be University, Mangaluru, 575018, India
| | - Rajesh P Shastry
- Division of Microbiology and Biotechnology, Yenepoya Research Center, Yenepoya deemed to be University, Mangaluru, 575018, India
| | - Krishna Kurthkoti
- Mycobacterium Research Laboratory, Rajiv Gandhi Centre for Biotechnology, Thiruvananthapuram, 695014, India
| | - Prashanth Suravajhala
- Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Clappana PO, 690525, Kerala, India
| | - Prakash Patil
- Central Research Laboratory, KS Hegde Medical Academy (KSHEMA), NITTE deemed to be University, Mangaluru, 575018, India
| | - Praveenkumar Shetty
- Central Research Laboratory, KS Hegde Medical Academy (KSHEMA), NITTE deemed to be University, Mangaluru, 575018, India; Department of Biochemistry, KS Hegde Medical Academy (KSHEMA), NITTE deemed to be University, Mangaluru, 575018, India
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31
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Ding F, Wang Q, Hao M, Maude RJ, John Day NP, Lai S, Chen S, Fang L, Ma T, Zheng C, Jiang D. Climate drives the spatiotemporal dynamics of scrub typhus in China. GLOBAL CHANGE BIOLOGY 2022; 28:6618-6628. [PMID: 36056457 PMCID: PMC9825873 DOI: 10.1111/gcb.16395] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 07/12/2022] [Indexed: 06/15/2023]
Abstract
Scrub typhus is a climate-sensitive and life-threatening vector-borne disease that poses a growing public health threat. Although the climate-epidemic associations of many vector-borne diseases have been studied for decades, the impacts of climate on scrub typhus remain poorly understood, especially in the context of global warming. Here we incorporate Chinese national surveillance data on scrub typhus from 2010 to 2019 into a climate-driven generalized additive mixed model to explain the spatiotemporal dynamics of this disease and predict how it may be affected by climate change under various representative concentration pathways (RCPs) for three future time periods (the 2030s, 2050s, and 2080s). Our results demonstrate that temperature, precipitation, and relative humidity play key roles in driving the seasonal epidemic of scrub typhus in mainland China with a 2-month lag. Our findings show that the change of projected spatiotemporal dynamics of scrub typhus will be heterogeneous and will depend on specific combinations of regional climate conditions in future climate scenarios. Our results contribute to a better understanding of spatiotemporal dynamics of scrub typhus, which can help public health authorities refine their prevention and control measures to reduce the risks resulting from climate change.
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Affiliation(s)
- Fangyu Ding
- Institute of Geographic Sciences and Natural Resources ResearchChinese Academy of SciencesBeijingChina
- College of Resources and EnvironmentUniversity of Chinese Academy of SciencesBeijingChina
| | - Qian Wang
- Nuffield Department of Medicine, Centre for Tropical Medicine and Global HealthUniversity of OxfordOxfordUK
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical MedicineMahidol UniversityBangkokThailand
| | - Mengmeng Hao
- Institute of Geographic Sciences and Natural Resources ResearchChinese Academy of SciencesBeijingChina
- College of Resources and EnvironmentUniversity of Chinese Academy of SciencesBeijingChina
| | - Richard James Maude
- Nuffield Department of Medicine, Centre for Tropical Medicine and Global HealthUniversity of OxfordOxfordUK
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical MedicineMahidol UniversityBangkokThailand
- Harvard TH Chan School of Public HealthHarvard UniversityBostonMassachusettsUSA
| | - Nicholas Philip John Day
- Nuffield Department of Medicine, Centre for Tropical Medicine and Global HealthUniversity of OxfordOxfordUK
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical MedicineMahidol UniversityBangkokThailand
| | - Shengjie Lai
- WorldPop, School of Geography and Environmental ScienceUniversity of SouthamptonSouthamptonUK
| | - Shuai Chen
- Institute of Geographic Sciences and Natural Resources ResearchChinese Academy of SciencesBeijingChina
- College of Resources and EnvironmentUniversity of Chinese Academy of SciencesBeijingChina
| | - Liqun Fang
- State Key Laboratory of Pathogen and BiosecurityBeijing Institute of Microbiology and EpidemiologyBeijingChina
| | - Tian Ma
- Institute of Geographic Sciences and Natural Resources ResearchChinese Academy of SciencesBeijingChina
- College of Resources and EnvironmentUniversity of Chinese Academy of SciencesBeijingChina
| | - Canjun Zheng
- Chinese Center for Disease Control and PreventionBeijingChina
| | - Dong Jiang
- Institute of Geographic Sciences and Natural Resources ResearchChinese Academy of SciencesBeijingChina
- College of Resources and EnvironmentUniversity of Chinese Academy of SciencesBeijingChina
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32
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He J, Wang Y, Liu P, Yin W, Wei X, Sun H, Xu Y, Li S, Soares Magalhaes RJ, Guo Y, Zhang W. Co-effects of global climatic dynamics and local climatic factors on scrub typhus in mainland China based on a nine-year time-frequency analysis. One Health 2022; 15:100446. [PMID: 36277104 PMCID: PMC9582591 DOI: 10.1016/j.onehlt.2022.100446] [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: 06/20/2022] [Revised: 09/04/2022] [Accepted: 10/11/2022] [Indexed: 11/29/2022] Open
Abstract
Background Scrub Typhus (ST) is a rickettsial disease caused by Orientia tsutsugamushi. The number of ST cases has been increasing in China during the past decades, which attracts great concerns of the public health. Methods We obtained monthly documented ST cases greater than 54 cases in 434 counties of China during 2012-2020. Spatiotemporal wavelet analysis was conducted to identify the ST clusters with similar pattern of the temporal variation and explore the association between ST variation and El Niño and La Niña events. Wavelet coherency analysis and partial wavelet coherency analysis was employed to further explore the co-effects of global and local climatic factors on ST. Results Wavelet cluster analysis detected seven clusters in China, three of which are mainly distributed in Eastern China, while the other four clusters are located in the Southern China. Among the seven clusters, summer and autumn-winter peak of ST are the two main outbreak periods; while stable and fluctuated periodic feature of ST series was found at 12-month and 4-(or 6-) month according to the wavelet power spectra. Similarly, the three-character bands were also found in the associations between ST and El Niño and La Niña events, among which the 12-month period band showed weakest climate-ST association and the other two bands owned stronger association, indicating that the global climate dynamics may have short-term effects on the ST variations. Meanwhile, 12-month period band with strong association was found between the four local climatic factors (precipitation, pressure, relative humidity and temperature) and the ST variations. Further, partial wavelet coherency analysis suggested that global climatic dynamics dominate annual ST variations, while local climatic factors dominate the small periods. Conclusion The ST variations are not directly attributable to the change in large-scale climate. The existence of these plausible climatic determinants stimulates the interests for more insights into the epidemiology of ST, which is important for devising prevention and early warning strategies.
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Affiliation(s)
- Junyu He
- Ocean College, Zhejiang University, Zhoushan, China,Ocean Academy, Zhejiang University, Zhoushan, China
| | - Yong Wang
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Ping Liu
- Department of General Practice, Chinese PLA General Hospital-Sixth Medical Center, Beijing, China
| | - Wenwu Yin
- Chinese Center for Disease Control and Prevention, Beijing, China
| | - Xianyu Wei
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Hailong Sun
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Yuanyong Xu
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Shanshan Li
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Ricardo J. Soares Magalhaes
- Spatial Epidemiology Laboratory, School of Veterinary Science, The University of Queensland, Brisbane, Australia,Child Health Research Center, The University of Queensland, Brisbane, Australia
| | - Yuming Guo
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia,Correspondence to: Y Guo, School of Public Health and Preventive Medicine, Monash University, Level 2, 553 St Kilda Road, Melbourne, VIC 3004, Australia.
| | - Wenyi Zhang
- Chinese PLA Center for Disease Control and Prevention, Beijing, China,Correspondence to: W Zhang, Chinese PLA Center for Disease Control and Prevention, 20 Dong-Da Street, Fengtai District, Beijing 100071, China.
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Qian L, Wang Y, Wei X, Liu P, Magalhaes RJS, Qian Q, Peng H, Wen L, Xu Y, Sun H, Yin W, Zhang W. Epidemiological characteristics and spatiotemporal patterns of scrub typhus in Fujian province during 2012–2020. PLoS Negl Trop Dis 2022; 16:e0010278. [PMID: 36174105 PMCID: PMC9553047 DOI: 10.1371/journal.pntd.0010278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 10/11/2022] [Accepted: 09/13/2022] [Indexed: 12/02/2022] Open
Abstract
Background Scrub typhus has become a serious public health concern in the Asia-Pacific region including China. There were new natural foci continuously recognized and dramatically increased reported cases in mainland China. However, the epidemiological characteristics and spatiotemporal patterns of scrub typhus in Fujian province have yet to be investigated. Objective This study proposes to explore demographic characteristics and spatiotemporal dynamics of scrub typhus cases in Fujian province, and to detect high-risk regions between January 2012 and December 2020 at county/district scale and thereby help in devising public health strategies to improve scrub typhus prevention and control measures. Method Monthly cases of scrub typhus reported at the county level in Fujian province during 2012–2020 were collected from the National Notifiable Disease Surveillance System. Time-series analyses, spatial autocorrelation analyses and space-time scan statistics were applied to identify and visualize the spatiotemporal patterns of scrub typhus cases in Fujian province. The demographic differences of scrub typhus cases from high-risk and low-risk counties in Fujian province were also compared. Results A total of 11,859 scrub typhus cases reported in 87 counties from Fujian province were analyzed and the incidence showed an increasing trend from 2012 (2.31 per 100,000) to 2020 (3.20 per 100,000) with a peak in 2018 (4.59 per 100,000). There existed two seasonal peaks in June-July and September-October every year in Fujian province. A significant positive spatial autocorrelation of scrub typhus incidence in Fujian province was observed with Moran’s I values ranging from 0.258 to 0.471 (P<0.001). Several distinct spatiotemporal clusters mainly concentrated in north and southern parts of Fujian province. Compared to low-risk regions, a greater proportion of cases were female, farmer, and older residents in high-risk counties. Conclusions These results demonstrate a clear spatiotemporal heterogeneity of scrub typhus cases in Fujian province, and provide the evidence in directing future researches on risk factors and effectively assist local health authorities in the refinement of public health interventions against scrub typhus transmission in the high risk regions. Scrub typhus is a vector-borne zoonotic disease caused by Orientia tsutsugamushi and is popular in the Asia-Pacific area. Nowadays scrub typhus has been recognized as a considerable burden on public health in Fujian province. We explored the epidemiological characteristics, spatiotemporal patterns and diffusion characteristics of scrub typhus, and detected high-risk regions at the county level in Fujian province between January 2012 and December 2020. Our results indicated that the majority of cases were reported in June-July and September-October and that that middle aged and elderly people were more prone to infection every year in Fujian province. The spatial autocorrelation analysis revealed clustering in geographic distribution of cases and several distinct spatiotemporal clusters were identified in north and southern parts of Fujian province. Compared with cases from low-risk areas, a higher proportion of cases were female, farmer, and older residents in high-risk counties.
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Affiliation(s)
- Li Qian
- Department of Health Statistics, College of Preventive Medicine, Army Medical University, Chongqing, China
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Yong Wang
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Xianyu Wei
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
| | - Ping Liu
- Department of General Practice, Chinese PLA General Hospital-Sixth Medical Center, Beijing, China
| | - Ricardo J. Soares Magalhaes
- Spatial Epidemiology Laboratory, School of Veterinary Science, The University of Queensland, Brisbane, Australia
- Child Health Research Center, The University of Queensland, Brisbane, Australia
| | - Quan Qian
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Hong Peng
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Liang Wen
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Yuanyong Xu
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Hailong Sun
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Wenwu Yin
- Chinese Center for Disease Control and Prevention, Beijing, China
- * E-mail: (WY); (WZ)
| | - Wenyi Zhang
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
- * E-mail: (WY); (WZ)
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Cao Y, Li M, Haihambo N, Zhu Y, Zeng Y, Jin J, Qiu J, Li Z, Liu J, Teng J, Li S, Zhao Y, Zhao X, Wang X, Li Y, Feng X, Han C. Oscillatory properties of class C notifiable infectious diseases in China from 2009 to 2021. Front Public Health 2022; 10:903025. [PMID: 36033737 PMCID: PMC9402928 DOI: 10.3389/fpubh.2022.903025] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 07/19/2022] [Indexed: 01/22/2023] Open
Abstract
Background Epidemics of infectious diseases have a great negative impact on people's daily life. How it changes over time and what kind of laws it obeys are important questions that researchers are always interested in. Among the characteristics of infectious diseases, the phenomenon of recrudescence is undoubtedly of great concern. Understanding the mechanisms of the outbreak cycle of infectious diseases could be conducive for public health policies to the government. Method In this study, we collected time-series data for nine class C notifiable infectious diseases from 2009 to 2021 using public datasets from the National Health Commission of China. Oscillatory power of each infectious disease was captured using the method of the power spectrum analysis. Results We found that all the nine class C diseases have strong oscillations, which could be divided into three categories according to their oscillatory frequencies each year. Then, we calculated the oscillation power and the average number of infected cases of all nine diseases in the first 6 years (2009-2015) and the next 6 years (2015-2021) since the update of the surveillance system. The change of oscillation power is positively correlated to the change in the number of infected cases. Moreover, the diseases that break out in summer are more selective than those in winter. Conclusion Our results enable us to better understand the oscillation characteristics of class C infectious diseases and provide guidance and suggestions for the government's prevention and control policies.
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Affiliation(s)
- Yanxiang Cao
- The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
- Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China
| | - Meijia Li
- Faculty of Psychology and Center for Neuroscience, Vrije Universiteit Brussel, Brussels, Belgium
| | - Naem Haihambo
- Faculty of Psychology and Center for Neuroscience, Vrije Universiteit Brussel, Brussels, Belgium
| | - Yuyao Zhu
- College of Environmental Sciences and Engineering, Peking University, Beijing, China
| | - Yimeng Zeng
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Jianhua Jin
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Jinyi Qiu
- School of Artificial Intelligence, Beijing Normal University, Beijing, China
| | - Zhirui Li
- Baoding First Central Hospital, Baoding, China
| | - Jiaxin Liu
- Department of Psychology, University of Washington, Washington, SA, United States
| | - Jiayi Teng
- School of Psychology, Philosophy and Language Science, University of Edinburgh, Edinburgh, United Kingdom
| | - Sixiao Li
- Faculty of Arts, Humanities and Cultures, School of Music, University of Leeds, Leeds, United Kingdom
| | - Yanan Zhao
- China Academy of Chinese Medical Sciences, Institute of Acupuncture and Moxibustion, Beijing, China
| | - Xixi Zhao
- The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
- Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China
| | - Xuemei Wang
- The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
- Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China
| | - Yaqiong Li
- The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
- Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China
| | - Xiaoyang Feng
- Institute of Mental Health, Peking University Sixth Hospital, Beijing, China
| | - Chuanliang Han
- Shenzhen Key Laboratory of Neuropsychiatric Modulation and Collaborative Innovation Center for Brain Science, Guangdong Provincial Key Laboratory of Brain Connectome and Behavior, CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Brain Cognition and Brain Disease Institute, Shenzhen Institute of Advanced Technology, Shenzhen–Hong Kong Institute of Brain Science, Shenzhen Fundamental Research Institutions, Shenzhen, China
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Clinical Outcomes of Doxycycline, Azithromycin, and Chloramphenicol for the Treatment of Severe Patients with Scrub Typhus. Int J Antimicrob Agents 2022; 60:106647. [DOI: 10.1016/j.ijantimicag.2022.106647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 07/12/2022] [Accepted: 07/27/2022] [Indexed: 11/23/2022]
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Rainey JJ, Siesel C, Guo X, Yi L, Zhang Y, Wu S, Cohen AL, Liu J, Houpt E, Fields B, Yang Z, Ke C. Etiology of acute febrile illnesses in Southern China: Findings from a two-year sentinel surveillance project, 2017-2019. PLoS One 2022; 17:e0270586. [PMID: 35763515 PMCID: PMC9239456 DOI: 10.1371/journal.pone.0270586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 06/13/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Southern China is at risk for arborvirus disease transmission, including Zika virus and dengue. Patients often present to clinical care with non-specific acute febrile illnesses (AFI). To better describe the etiology of AFI, we implemented a two-year AFI surveillance project at five sentinel hospitals in Yunnan and Guangdong Provinces. METHODS Between June 2017 and August 2019, we enrolled patients between 2 and 65 years of age presenting at one sentinel hospital in Mengla County, Yunnan, and four in Jiangmen City, Guangdong, with symptoms of AFI (acute onset of fever ≥ 37.5°C within the past 7 days) without respiratory symptoms or diarrhea. Demographic, epidemiologic, and clinical information was obtained and entered into a web-based AFI surveillance database. A custom TaqMan Array card (TAC) was used to test patients' whole blood specimens for 27 different pathogens using real-time polymerase chain reaction assays. RESULTS During the two-year project period, 836 patients were enrolled; 443 patients from Mengla County and 393 patients from Jiangmen City. The median age was 33 years [range: 2-65], and most were hospitalized [641, 77%]. Of 796 patients with valid TAC results, 341 (43%) were positive for at least one of the 10 unique pathogens detected. This included 205 (26%) patients positive for dengue virus, 60 (8%) for Orientia tsutsugamushi, and 42 (5%) for Coxiella burnetii. Ten patients (1%) in Jiangmen City tested positive for malaria, 8 of whom reported recent travel outside of China. TAC results were negative for 455 (57%) patients. None of the patients had a positive TAC detection for Zika virus. CONCLUSIONS The project detected variability in the etiology of AFI in Southern China and highlighted the importance of differential diagnosis. Dengue, O. tsutsugamushi, and C. burnetii were the most frequently identified pathogens among enrolled AFI patients. As a non-notifiable disease, the frequent detection of C. burnetii is noteworthy and warrants additional investigation. The project provided a framework for routine surveillance for persons presenting with AFI.
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Affiliation(s)
- Jeanette J. Rainey
- Division of Global Health Protection, United States Centers for Disease Control and Prevention, Beijing, China
| | - Casey Siesel
- Division of Global Health Protection, United States Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
| | - Xiafang Guo
- Yunnan Institute of Parasitic Diseases, Pu’er, Yunnan, China
| | - Lina Yi
- Center for Disease Control, Guangzhou, Guangdong, China
| | - Yuzhi Zhang
- Division of Global Health Protection, United States Centers for Disease Control and Prevention, Beijing, China
| | - Shuyu Wu
- Division of Global Health Protection, United States Centers for Disease Control and Prevention, Beijing, China
| | - Adam L. Cohen
- Division of Global Health Protection, United States Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
| | - Jie Liu
- Division of Infectious Diseases and International Health, Department of Medicine, University of Virginia, Charlottesville, Virginia, United States of America
- School of Public Health, Qingdao University, Qingdao, Shandong, China
| | - Eric Houpt
- Division of Infectious Diseases and International Health, Department of Medicine, University of Virginia, Charlottesville, Virginia, United States of America
| | - Barry Fields
- Division of Global Health Protection, United States Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
| | - Zhonghua Yang
- Yunnan Institute of Parasitic Diseases, Pu’er, Yunnan, China
| | - Changwen Ke
- Center for Disease Control, Guangzhou, Guangdong, China
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Guan XG, Wei YH, Jiang BG, Zhou SX, Zhang AR, Lu QB, Zhou ZW, Chen JJ, Zhang HY, Ji Y, Yang Y, Fang LQ, Li H, Yang ZC, Liu W. Clinical characteristics and risk factors for severe scrub typhus in pediatric and elderly patients. PLoS Negl Trop Dis 2022; 16:e0010357. [PMID: 35486642 PMCID: PMC9053809 DOI: 10.1371/journal.pntd.0010357] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 03/25/2022] [Indexed: 11/30/2022] Open
Abstract
Background Scrub typhus (ST) is a life-threatening infectious disease if appropriate treatment is unavailable. Large discrepancy of clinical severity of ST patients was reported among age groups, and the underlying risk factors for severe disease are unclear. Methods Clinical and epidemiological data of ST patients were collected in 55 surveillance hospitals located in Guangzhou City, China, from 2012 to 2018. Severe prognosis and related factors were determined and compared between pediatric and elderly patients. Results A total of 2,074 ST patients including 209 pediatric patients and 1,865 elderly patients were included, with a comparable disease severity rate of 11.0% (95% CI 7.1%–16.1%) and 10.3% (95% CI 9.0%–11.8%). Different frequencies of clinical characteristics including lymphadenopathy, skin rash, enlarged tonsils, etc. were observed between pediatric and elderly patients. Presence of peripheral edema and decreased hemoglobin were the most important predictors of severe illness in pediatric patients with adjusted ORs by 38.99 (9.96–152.67, p<0.001) and 13.22 (1.54–113.50, p = 0.019), respectively, while presence of dyspnea and increased total bilirubin were the potential determinants of severe disease in elderly patients with adjusted ORs by 11.69 (7.33–18.64, p<0.001) and 3.17 (1.97–5.11, p<0.001), respectively. Compared with pediatric patients, elderly patients were more likely to receive doxycycline (64.8% v.s 9.9%, p<0.001), while less likely to receive azithromycin therapy (5.0% v.s 41.1%, p<0.001). Conclusion The disease severity rate is comparable between pediatric and elderly ST patients, while different clinical features and laboratory indicators were associated with development of severe complications for pediatric and elderly patients, which is helpful for diagnosis and progress assessment of disease for ST patients. The study investigated different clinical features and risk factors for severe disease between pediatric and elderly patients with scrub typhus. We found that significantly higher frequencies of lymphadenopathy, skin rash, enlarged tonsils, etc. were observed in pediatric patients than elderly patients. Other non-specific signs, subjective complaints, and chest radiographic abnormality were overpresented in elderly patients. Risk factors for severe disease between pediatric and elderly patients with scrub typhus were different. Presence of peripheral edema and decreased hemoglobin were the most important factors for pediatric patients, while presence of dyspnea and increased total bilirubin for elderly patients. These findings reminded medical workers to acknowledge this important difference and to adopt an age specific method in the differential diagnosis and risk assessment for scrub typhus.
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Affiliation(s)
- Xiu-Gang Guan
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Yue-Hong Wei
- Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Bao-Gui Jiang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Shi-Xia Zhou
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
- School of Public Health, Anhui Medical University, Hefei, China
| | - An-Ran Zhang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
- School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Qing-Bin Lu
- Department of Laboratorial Science and Technology, School of Public Health, Peking University, Beijing, China
| | - Zi-Wei Zhou
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Jin-Jin Chen
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Hai-Yang Zhang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Yang Ji
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Yang Yang
- Department of Biostatistics, College of Public Health and Health Professions, and Emerging Pathogens Institute, University of Florida, Gainesville, Florida, United States of America
| | - Li-Qun Fang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
- School of Public Health, Anhui Medical University, Hefei, China
- * E-mail: (LQF); (HL); (ZCY); (WL)
| | - Hao Li
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
- * E-mail: (LQF); (HL); (ZCY); (WL)
| | - Zhi-Cong Yang
- Guangzhou Center for Disease Control and Prevention, Guangzhou, China
- * E-mail: (LQF); (HL); (ZCY); (WL)
| | - Wei Liu
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
- Department of Laboratorial Science and Technology, School of Public Health, Peking University, Beijing, China
- * E-mail: (LQF); (HL); (ZCY); (WL)
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Wang T, Meng F, Che T, Chen J, Zhang H, Ji Y, Fan Z, Zhao G, Zhang W, Jiang B, Xu Q, Lv C, Shi T, Ruan S, Liu L, Liu W, Yang Y, Fang L. Mapping the distributions of blood-sucking mites and mite-borne agents in China: a modeling study. Infect Dis Poverty 2022; 11:41. [PMID: 35397554 PMCID: PMC8994071 DOI: 10.1186/s40249-022-00966-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 03/28/2022] [Indexed: 11/10/2022] Open
Abstract
Background Emerging mite-borne pathogens and associated disease burdens in recent decades are raising serious public health concerns, yet their distributions and ecology remain under-investigated. We aim to describe the geographical distributions of blood-sucking mites and mite-borne agents and to assess their ecological niches in China. Methods We mapped 549 species of blood-sucking mites belonging to 100 genera at the county level and eight mite-associated agents detected from 36 species of blood-sucking mites in China during 1978–2020. Impacts of climatic and environmental factors on the ecology of 21 predominant vector mites and a leading pathogen, Orientia tsutsugamushi, were assessed using boosted regression tree (BRT) models, and model-predicted risks were mapped. We also estimated the model-predicted number, area and population size of affected counties for each of the 21 mite species in China. Results Laelaps echidninus is the leading mite species that potentially affects 744 million people, followed by La. jettmari (517 million) and Eulaelaps stabularis (452 million). Leptotrombidium scutellare is the mite species harboring the highest variety of mite-borne agents including four Rickettsia species and two viruses, followed by Eu. stabularis (2 agents), L. palpale (2) and La. echidninus (2). The top two agents that parasitize the largest number of mite species are O. tsutsugamushi (28 species) and hantavirus (8). Mammalian richness, annual mean temperature and precipitation of the driest quarter jointly determine the ecology of the mites, forming four clusters of major mite species with distinct geographic distributions. High-risk areas of O. tsutsugamushi are mainly distributed in southern and eastern coastal provinces where 71.5 million people live. Conclusions Ecological niches of major mite species and mite-borne pathogens are much more extensive than what have been observed, necessitating expansion of current filed surveillance. Graphic Abstract ![]()
Supplementary Information The online version contains supplementary material available at 10.1186/s40249-022-00966-0.
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Wei Y, Guan X, Zhou S, Zhang A, Lu Q, Zhou Z, Chen J, Zhang H, Ji Y, Jiang B, Yang Y, Yang Z, Li H, Fang L, Liu W. Epidemiological and Clinical Features of Patients with Scrub Typhus - Guangzhou City, Guangdong Province, China, 2012-2018. China CDC Wkly 2021; 3:1079-1083. [PMID: 34938585 PMCID: PMC8688748 DOI: 10.46234/ccdcw2021.261] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2021] [Accepted: 11/07/2021] [Indexed: 11/14/2022] Open
Abstract
What is already known about this topic? Scrub typhus (ST) causes public health challenges in the "tsutsugamushi triangle" in the Asia-Pacific area greater than 13 million square kilometers, affecting an estimated one million people each year. What is added by this report? A retrospective study based on 4,501 hospitalized patients with ST in Guangzhou City, China, described the epidemiological and clinical characteristics, laboratory findings of ST, and determined the related factors and a predictive model for severe disease. What are the implications for public health practice? The current study provided updated knowledge that might enable public health policymakers to formulate appropriate measures to prevent ST and medical workers to perform targeted management to recognize and treat severe ST patients.
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Affiliation(s)
- Yuehong Wei
- Guangzhou Center for Disease Control and Prevention, Guangzhou, Guangdong, China
| | - Xiugang Guan
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Shixia Zhou
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China.,School of Public Health, Anhui Medical University, Hefei, Anhui, China
| | - Anran Zhang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China.,School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Qingbin Lu
- Department of Laboratorial Science and Technology, School of Public Health, Peking University, Beijing, China
| | - Ziwei Zhou
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Jinjin Chen
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Haiyang Zhang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Yang Ji
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Baogui Jiang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Yang Yang
- Department of Biostatistics, College of Public Health and Health Professions, and Emerging Pathogens Institute, University of Florida, Florida, USA
| | - Zhicong Yang
- Guangzhou Center for Disease Control and Prevention, Guangzhou, Guangdong, China
| | - Hao Li
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Liqun Fang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China.,School of Public Health, Anhui Medical University, Hefei, Anhui, China
| | - Wei Liu
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China.,Department of Laboratorial Science and Technology, School of Public Health, Peking University, Beijing, China
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Mukhopadhyay K, Chakrabarty S, Chatterjee C, Misra SC. Mortality and complications of scrub typhus in the paediatric population: a systematic review and meta-analysis. Trans R Soc Trop Med Hyg 2021; 115:1234-1246. [PMID: 34595519 DOI: 10.1093/trstmh/trab143] [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: 07/30/2021] [Revised: 08/25/2021] [Accepted: 08/31/2021] [Indexed: 11/14/2022] Open
Abstract
Scrub typhus is a leading cause of treatable febrile illness. It can produce complications and dysfunction of multiple organs in children and is associated with considerable mortality. We attempted to perform a systematic review of original articles published between 1990 to 2020 based on certain selection criteria to estimate the case fatality risk of this disease in children. We addressed the pattern of complications of this disease with its impact on mortality We calculated pooled prevalence with a random effects model (restricted maximum likelihood method) that assumed varying effect sizes between studies using R statistical software. We reported the case fatality rate and its 95% confidence intervals (CIs) in the pooled analysis. Thirty-seven articles with a total of 3329 children were identified for inclusion. The case fatality rate was 1.1% (CI 0.05 to 2, I2=58% and prediction interval 0-6%). The mortality rate showed a declining trend over the last 5 y. Hepatitis (30.68% [95% CI 18.52 to 44.38]) remains the most common complication, followed by shock (14.45% [95% CI 7.71 to 22.85]), pneumonia (14.71% [95% CI 9.76 to 20.48]), acute kidney injury (13.72% [95% CI 8.49 to 19.97]) and meningitis/meningoencephalitis (11.57% [95% CI 7.83 to 15.92]). Multi-organ dysfunction syndrome was the main contributor to mortality.
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Affiliation(s)
- Kaushik Mukhopadhyay
- Pharmacology, ESIC PGIMSR & ESIC Medical College, Diamond Harbour Road, Joka, Kolkata 700104, West Bengal, India
| | - Samir Chakrabarty
- General Medicine, ESIC PGIMSR & ESIC Medical College, Diamond Harbour Road, Joka, Kolkata 700104, West Bengal, India
| | - Chandan Chatterjee
- Pharmacology, ESIC PGIMSR & ESIC Medical College, Diamond Harbour Road, Joka, Kolkata 700104, West Bengal, India
| | - Saheli Chatterjee Misra
- Pediatrics, ESIC PGIMSR & ESIC Medical College, Diamond Harbour Road, Joka, Kolkata 700104, West Bengal, India
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Linsuwanon P, Wongwairot S, Auysawasdi N, Monkanna T, Richards AL, Leepitakrat S, Sunyakumthorn P, Im-Erbsin R, Poole-Smith K, McCardle P. Establishment of a Rhesus Macaque Model for Scrub Typhus Transmission: Pilot Study to Evaluate the Minimal Orientia tsutsugamushi Transmission Time by Leptotrombidium chiangraiensis Chiggers. Pathogens 2021; 10:pathogens10081028. [PMID: 34451491 PMCID: PMC8402083 DOI: 10.3390/pathogens10081028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 08/02/2021] [Accepted: 08/10/2021] [Indexed: 11/16/2022] Open
Abstract
Recently, an intradermal inoculation of the rhesus macaque model of scrub typhus has been characterized at our institution. The current project was to establish a rhesus macaque model of scrub typhus using the naturally infected chigger challenge method that faithfully mimics the natural route of pathogen transmission to fully understand the host-pathogen-vector interactions influencing pathogen transmission. Unlike the needle-based inoculation route, Orientia tsutsugamushi-infected chiggers introduce both pathogen and chigger saliva into the host epidermis at the bite site. However, information on the interaction or influence of chigger saliva on pathogenesis and immunity of host has been limited, consequently hindering vaccine development and transmission-blocking studies. To characterize chigger inoculated O. tsutsugamushi in rhesus macaques, we determined the minimum chigger attachment time required to efficiently transmit O. tsutsugamushi to the immunocompetent hosts and preliminary assessed clinical parameters, course of bacterial infection, and host’s immunological response to identifying potential factors influencing pathogen infection. Chigger infestation on hosts resulted in: (i) Rapid transmission of O. tsutsugamushi within 1 h and (ii) antigen-specific type I and II T-cell responses were markedly increased during the acute phase of infection, suggesting that both systems play critical roles in response to the pathogen control during the primary infection. In summary, we demonstrate that O. tsutsugamushi infection in rhesus macaques via chigger challenge recapitulates the time of disease onset and bacteremia observed in scrub typhus patients. Levels of proinflammatory cytokines and chemokines were positively correlated with bacteremia.
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Affiliation(s)
- Piyada Linsuwanon
- Department of Entomology, USAMD-AFRIMS, Bangkok 10330, Thailand; (S.W.); (N.A.); (T.M.); (S.L.); (K.P.-S.); (P.M.)
- Correspondence:
| | - Sirima Wongwairot
- Department of Entomology, USAMD-AFRIMS, Bangkok 10330, Thailand; (S.W.); (N.A.); (T.M.); (S.L.); (K.P.-S.); (P.M.)
| | - Nutthanun Auysawasdi
- Department of Entomology, USAMD-AFRIMS, Bangkok 10330, Thailand; (S.W.); (N.A.); (T.M.); (S.L.); (K.P.-S.); (P.M.)
| | - Taweesak Monkanna
- Department of Entomology, USAMD-AFRIMS, Bangkok 10330, Thailand; (S.W.); (N.A.); (T.M.); (S.L.); (K.P.-S.); (P.M.)
| | - Allen L. Richards
- Department of Preventive Medicine and Biostatistics, Uniformed Services University of Health Sciences, Bethesda, MD 20814, USA;
| | - Surachai Leepitakrat
- Department of Entomology, USAMD-AFRIMS, Bangkok 10330, Thailand; (S.W.); (N.A.); (T.M.); (S.L.); (K.P.-S.); (P.M.)
| | - Piyanate Sunyakumthorn
- Department of Veterinary Medicine, USAMD-AFRIMS, Bangkok 10330, Thailand; (P.S.); (R.I.-E.)
| | - Rawiwan Im-Erbsin
- Department of Veterinary Medicine, USAMD-AFRIMS, Bangkok 10330, Thailand; (P.S.); (R.I.-E.)
| | - Katie Poole-Smith
- Department of Entomology, USAMD-AFRIMS, Bangkok 10330, Thailand; (S.W.); (N.A.); (T.M.); (S.L.); (K.P.-S.); (P.M.)
| | - Patrick McCardle
- Department of Entomology, USAMD-AFRIMS, Bangkok 10330, Thailand; (S.W.); (N.A.); (T.M.); (S.L.); (K.P.-S.); (P.M.)
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Vaccine Design and Vaccination Strategies against Rickettsiae. Vaccines (Basel) 2021; 9:vaccines9080896. [PMID: 34452021 PMCID: PMC8402588 DOI: 10.3390/vaccines9080896] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 08/10/2021] [Accepted: 08/11/2021] [Indexed: 12/30/2022] Open
Abstract
Rickettsioses are febrile, potentially lethal infectious diseases that are a serious health threat, especially in poor income countries. The causative agents are small obligate intracellular bacteria, rickettsiae. Rickettsial infections are emerging worldwide with increasing incidence and geographic distribution. Nonetheless, these infections are clearly underdiagnosed because methods of diagnosis are still limited and often not available. Another problem is that the bacteria respond to only a few antibiotics, so delayed or wrong antibiotic treatment often leads to a more severe outcome of the disease. In addition to that, the development of antibiotic resistance is a serious threat because alternative antibiotics are missing. For these reasons, prophylactic vaccines against rickettsiae are urgently needed. In the past years, knowledge about protective immunity against rickettsiae and immunogenic determinants has been increasing and provides a basis for vaccine development against these bacterial pathogens. This review provides an overview of experimental vaccination approaches against rickettsial infections and perspectives on vaccination strategies.
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Roberts T, Parker DM, Bulterys PL, Rattanavong S, Elliott I, Phommasone K, Mayxay M, Chansamouth V, Robinson MT, Blacksell SD, Newton PN. A spatio-temporal analysis of scrub typhus and murine typhus in Laos; implications from changing landscapes and climate. PLoS Negl Trop Dis 2021; 15:e0009685. [PMID: 34432800 PMCID: PMC8386877 DOI: 10.1371/journal.pntd.0009685] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 07/22/2021] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Scrub typhus (ST) and murine typhus (MT) are common but poorly understood causes of fever in Laos. We examined the spatial and temporal distribution of ST and MT, with the intent of informing interventions to prevent and control both diseases. METHODOLOGY AND PRINCIPLE FINDINGS This study included samples submitted from 2003 to 2017 to Mahosot Hospital, Vientiane, for ST and MT investigation. Serum samples were tested using IgM rapid diagnostic tests. Patient demographic data along with meteorological and environmental data from Laos were analysed. Approximately 17% of patients were positive for either ST (1,337/8,150 patients tested) or MT (1,283/7,552 patients tested). While both diseases occurred in inhabitants from Vientiane Capital, from the univariable analysis MT was positively and ST negatively associated with residence in Vientiane Capital. ST was highly seasonal, with cases two times more likely to occur during the wet season months of July-September compared to the dry season whilst MT peaked in the dry season. Multivariable regression analysis linked ST incidence to fluctuations in relative humidity whereas MT was linked to variation in temperature. Patients with ST infection were more likely to come from villages with higher levels of surface flooding and vegetation in the 16 days leading up to diagnosis. CONCLUSIONS The data suggest that as cities expand, high risk areas for MT will also expand. With global heating and risks of attendant higher precipitation, these data suggest that the incidence and spatial distribution of both MT and ST will increase.
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Affiliation(s)
- Tamalee Roberts
- Lao-Oxford-Mahosot-Hospital-Wellcome Trust Research Unit, Microbiology Laboratory, Mahosot Hospital, Vientiane, Lao PDR
- Centre for Tropical Medicine & Global Health, Nuffield Department of Medicine, University of Oxford, United Kingdom
| | - Daniel M. Parker
- University of California, Irvine, California, United States of America
| | - Philip L. Bulterys
- Department of Pathology, Stanford University, California, United States of America
| | - Sayaphet Rattanavong
- Lao-Oxford-Mahosot-Hospital-Wellcome Trust Research Unit, Microbiology Laboratory, Mahosot Hospital, Vientiane, Lao PDR
| | - Ivo Elliott
- Lao-Oxford-Mahosot-Hospital-Wellcome Trust Research Unit, Microbiology Laboratory, Mahosot Hospital, Vientiane, Lao PDR
- Centre for Tropical Medicine & Global Health, Nuffield Department of Medicine, University of Oxford, United Kingdom
| | - Koukeo Phommasone
- Lao-Oxford-Mahosot-Hospital-Wellcome Trust Research Unit, Microbiology Laboratory, Mahosot Hospital, Vientiane, Lao PDR
| | - Mayfong Mayxay
- Lao-Oxford-Mahosot-Hospital-Wellcome Trust Research Unit, Microbiology Laboratory, Mahosot Hospital, Vientiane, Lao PDR
- Centre for Tropical Medicine & Global Health, Nuffield Department of Medicine, University of Oxford, United Kingdom
- Institute of Research and Education Development (IRED), University of Health Sciences, Ministry of Health, Vientiane, Lao PDR
| | - Vilada Chansamouth
- Lao-Oxford-Mahosot-Hospital-Wellcome Trust Research Unit, Microbiology Laboratory, Mahosot Hospital, Vientiane, Lao PDR
- Centre for Tropical Medicine & Global Health, Nuffield Department of Medicine, University of Oxford, United Kingdom
| | - Matthew T. Robinson
- Lao-Oxford-Mahosot-Hospital-Wellcome Trust Research Unit, Microbiology Laboratory, Mahosot Hospital, Vientiane, Lao PDR
- Centre for Tropical Medicine & Global Health, Nuffield Department of Medicine, University of Oxford, United Kingdom
| | - Stuart D. Blacksell
- Lao-Oxford-Mahosot-Hospital-Wellcome Trust Research Unit, Microbiology Laboratory, Mahosot Hospital, Vientiane, Lao PDR
- Centre for Tropical Medicine & Global Health, Nuffield Department of Medicine, University of Oxford, United Kingdom
- Mahidol-Oxford-Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Paul N. Newton
- Lao-Oxford-Mahosot-Hospital-Wellcome Trust Research Unit, Microbiology Laboratory, Mahosot Hospital, Vientiane, Lao PDR
- Centre for Tropical Medicine & Global Health, Nuffield Department of Medicine, University of Oxford, United Kingdom
- Mahidol-Oxford-Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
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Lu CT, Wang LS, Hsueh PR. Scrub typhus and antibiotic-resistant Orientia tsutsugamushi. Expert Rev Anti Infect Ther 2021; 19:1519-1527. [PMID: 34109905 DOI: 10.1080/14787210.2021.1941869] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Introduction: Scrub typhus is one of the most underdiagnosed and under-reported febrile illnesses requiring hospitalization, mainly occurring in Southeast and East Asia and the Pacific Islands, in an area referred to as the 'Tsutsugamushi Triangle.' Scrub typhus is a zoonotic rickettsial disease that is transmitted to humans by trombiculid mites.Areas covered: A MEDLINE/PubMed search of the available literature was performed to describe the role of antibiotic-resistant scrub typhus in therapy failure.Expert opinion: Scrub typhus is characterized by an eschar that may appear 2-3 days before sudden-onset fever with chills, headache, backache, myalgia, profuse sweating, vomiting, and enlarged lymph nodes. A macular or maculopapular skin rash can develop within 3-8 days after the onset of fever. Various antibiotics, such as chloramphenicol, tetracycline, doxycycline, macrolides, quinolones, and rifampicin, have been used to treat scrub typhus. Resistance to tetracycline has been proposed to underlie delayed clinical improvement since 1996, but recent reports have questioned the existence of doxycycline resistance. Nevertheless, the existence and importance of antibiotic-resistant scrub typhus remain uncertain and require further study.
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Affiliation(s)
- Chin-Te Lu
- Department of Infectious Diseases, Lo-Hsu Medical Foundation, Lotung Poh-Ai Hospital, Yilan, Taiwan
| | - Lih-Shinn Wang
- Division of Infectious Diseases, Department of Internal Medicine, Buddhist Tzu Chi General Hospital and Tzu Chi University, Hualien, Taiwan
| | - Po-Ren Hsueh
- Department of Laboratory Medicine, National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei, Taiwan.,Department of Internal Medicine, National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei, Taiwan
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Musa TH, Ahmad T, Wana MN, Li W, Musa HH, Sharun K, Tiwari R, Dhama K, Chaicumpa W, Campbell MC, Wei P. The epidemiology, diagnosis and management of scrub typhus disease in China. Hum Vaccin Immunother 2021; 17:3795-3805. [PMID: 34124995 DOI: 10.1080/21645515.2021.1934355] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
Abstract
Thirty-nine years ago, scrub typhus (ST), a disease, was not among the China's notifiable diseases. However, ST has reemerged to become a growing public health issue in the southwest part of China. The major factors contributing to an increased incidence and prevalence of this disease include rapid globalization, urbanization, expansion of humans into previously uninhabited areas, and climate change. The clinical manifestation of ST also consists of high fever, headache, weakness, myalgia, rash, and an eschar. In severe cases, complications (e.g. multi-organ failure, jaundice, acute renal failure, pneumonitis, myocarditis, and even death) can occur. The diagnosis of ST is mainly based on serological identification by indirect immunofluorescence assay and other molecular methods. Furthermore, several groups of antibiotics (e.g. tetracycline, chloramphenicol, macrolides, and rifampicin) are currently effective in treating this disease. This fact suggests the need for robust early diagnostic techniques, increased surveillance, and prompt treatment, and develop future vaccine.
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Affiliation(s)
- Taha Hussein Musa
- Key Laboratory of Environmental Medicine Engineering, Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing, China.,Biomedical Research Institute (BRI), Darfur College, Nyala, Sudan
| | - Tauseef Ahmad
- Key Laboratory of Environmental Medicine Engineering, Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing, China
| | - Mohammed Nasiru Wana
- Department of Biological Sciences, Faculty of Science, Abubakar Tafawa Balewa University, Bauchi, Nigeria
| | - Wei Li
- Key Laboratory of Environmental Medicine Engineering, Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing, China
| | - Hassan Hussein Musa
- Faculty of Medical Laboratory Sciences, University of Khartoum, Khartoum, Sudan
| | - Khan Sharun
- Division of Surgery, ICAR-Indian Veterinary Research Institute, Bareilly, India
| | - Ruchi Tiwari
- Department of Veterinary Microbiology and Immunology, College of Veterinary Sciences, UP Deen Dayal Upadhayaya Pashu Chikitsa Vigyan Vishwavidyalay Evum Go-Anusandhan Sansthan (DUVASU), Mathura, India
| | - Kuldeep Dhama
- Division of Pathology, ICAR-Indian Veterinary Research Institute, Bareilly, India
| | - Wanpen Chaicumpa
- Center of Research Excellence on Therapeutic Proteins and Antibody Engineering, Department of Parasitology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | | | - Pingmin Wei
- Key Laboratory of Environmental Medicine Engineering, Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing, China
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Musa TH, Li W, Kawuki J, Wei P. The 100 top-cited articles on scrub typhus: a bibliometric analysis. Osong Public Health Res Perspect 2021; 12:126-135. [PMID: 33980003 PMCID: PMC8102874 DOI: 10.24171/j.phrp.2021.12.2.10] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Accepted: 01/27/2021] [Indexed: 12/12/2022] Open
Abstract
Objective The aims of this study were to analyze the characteristics of the 100 top-cited articles on scrub typhus (ST), and to assess the present research landscape and future research directions using bibliometric analysis. Methods Web of Science was used to conduct a bibliometric analysis of the 100 top-cited articles on ST. The articles were analyzed by publication year, number of citations, document type, journals, keywords, institutions, country of origin, and authorship. Results The top 100 articles on ST were published between 1945 to 2017. The number of citations ranges from 39 to 227 and the interquartile range was 35.5. The United States published the highest number (n=21) of articles. Mahidol University was the most prolific institution in terms of articles (n=14). The American Journal of Tropical Medicine and Hygiene was the journal with the most articles (n=14), and Paris DH was the most productive author in terms of the Hirsh-index, which was 10 for that author. The study revealed a significant correlation between the total number of citations and the number of authors (r=0.668, p < 0.001), number of institutions (r=0.692, p < 0.001), number of years since publication (r=0.869, p < 0.001), and number of countries involved (r=0.963, p < 0.001). Conclusion The findings of this study provide landmarks in the publication and citation frequency of the most influential articles on ST. In addition, this study provides useful information for readers and health policy-makers in evaluating the literature on ST.
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Affiliation(s)
- Taha Hussein Musa
- Key Laboratory of Environmental Medicine Engineering, Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing, China.,Biomedical Research Institute, Darfur College, Nyala, Sudan
| | - Wei Li
- Key Laboratory of Environmental Medicine Engineering, Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing, China
| | - Joseph Kawuki
- Centre for Health Behaviours Research, Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Pingmin Wei
- Key Laboratory of Environmental Medicine Engineering, Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing, China
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Yang S, Liu X, Gao Y, Chen B, Lu L, Zheng W, Fu R, Yuan C, Liu Q, Li G, Chen H. Spatiotemporal Dynamics of Scrub Typhus in Jiangxi Province, China, from 2006 to 2018. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:4599. [PMID: 33926106 PMCID: PMC8123664 DOI: 10.3390/ijerph18094599] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 04/15/2021] [Accepted: 04/20/2021] [Indexed: 01/04/2023]
Abstract
Background: Scrub typhus (ST) has become a significant potential threat to public health in Jiangxi. Further investigation is essential for the control and management of the spatiotemporal patterns of the disease. Methods: Time-series analyses, spatial distribution analyses, spatial autocorrelation analysis, and space-time scan statistics were performed to detect spatiotemporal dynamics distribution of the incidence of ST. Results: From 2006 to 2018, a total of 5508 ST cases occurred in Jiangxi, covering 79 counties. The number of ST cases increased continuously from 2006 to 2018, and there was obvious seasonality during the variation process in each year, with a primary peak in autumn (September to October) and a smaller peak in summer (June to August). From 2007 to 2018, the spatial distribution of the ST epidemic was significant heterogeneity, and Nanfeng, Huichang, Xunwu, Anyuan, Longnan, and Xinfeng were hotspots. Seven spatiotemporal clusters were observed using Kulldorff's space-time scan statistic, and the most likely cluster only included one county, Nanfeng county. The high-risk areas of the disease were in the mountainous, hilly region of Wuyi and the southern mountainous region of Jiangxi. Conclusions: Targeted interventions should be executed in high-risk regions for the precise prevention and control of ST.
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Affiliation(s)
- Shu Yang
- The Collaboration Unit for Field Epidemiology of State Key Laboratory of Infectious Disease Prevention and Control, Nanchang Center for Disease Control and Prevention, Nanchang 330038, China; (S.Y.); (W.Z.); (R.F.); (C.Y.)
| | - Xiaobo Liu
- State Key Laboratory of Infectious Disease Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China; (X.L.); (Y.G.); (L.L.); (Q.L.)
| | - Yuan Gao
- State Key Laboratory of Infectious Disease Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China; (X.L.); (Y.G.); (L.L.); (Q.L.)
| | - Baizhou Chen
- School of Geography and Information Engineering, China University of Geosciences, Wuhan 430078, China;
| | - Liang Lu
- State Key Laboratory of Infectious Disease Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China; (X.L.); (Y.G.); (L.L.); (Q.L.)
| | - Weiqing Zheng
- The Collaboration Unit for Field Epidemiology of State Key Laboratory of Infectious Disease Prevention and Control, Nanchang Center for Disease Control and Prevention, Nanchang 330038, China; (S.Y.); (W.Z.); (R.F.); (C.Y.)
| | - Renlong Fu
- The Collaboration Unit for Field Epidemiology of State Key Laboratory of Infectious Disease Prevention and Control, Nanchang Center for Disease Control and Prevention, Nanchang 330038, China; (S.Y.); (W.Z.); (R.F.); (C.Y.)
| | - Chenying Yuan
- The Collaboration Unit for Field Epidemiology of State Key Laboratory of Infectious Disease Prevention and Control, Nanchang Center for Disease Control and Prevention, Nanchang 330038, China; (S.Y.); (W.Z.); (R.F.); (C.Y.)
| | - Qiyong Liu
- State Key Laboratory of Infectious Disease Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China; (X.L.); (Y.G.); (L.L.); (Q.L.)
| | - Guichang Li
- State Key Laboratory of Infectious Disease Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China; (X.L.); (Y.G.); (L.L.); (Q.L.)
| | - Haiying Chen
- The Collaboration Unit for Field Epidemiology of State Key Laboratory of Infectious Disease Prevention and Control, Nanchang Center for Disease Control and Prevention, Nanchang 330038, China; (S.Y.); (W.Z.); (R.F.); (C.Y.)
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