Skip to main content

Prevalence of and factors associated with scrub typhus exposure among the hill tribe population living in high incidence areas in Thailand: a cross-sectional study

Abstract

Background

Scrub typhus is a significant tropical disease, occurring in rural settings and therefore usually afflicting remote agricultural populations who have lower socioeconomic status and limited access to medical care. A large proportion of the hill tribe people in Thailand are financially poor, have limited education, and do not have adequate health care access. This study aimed to estimate the prevalence of and determine factors associated with scrub typhus exposure among the hill tribe population living in high-incidence areas in northern Thailand.

Methods

A cross-sectional study design was used to gather information from hill tribe people aged 18 years and over living in ten hill tribe villages in Mae Fah Luang, Chiang Rai Province, Thailand. Participants who met the inclusion criteria were invited to participate in the study. A validated questionnaire was used as the research instrument, and 5 mL blood samples were taken. Orientia tsutsugamushi IgM and IgG antibodies were detected by enzyme-linked immunosorbent assay (ELISA) and then confirmed by immunofluorescence assay (IFA). Logistic regression was used to detect associations between variables at a significance level of α = 0.05.

Results

A total of 485 hill tribe people participated in the study; 57.1% were female, 29.9% were over 60 years of age, 46.4% were from the Akha tribe, and 74.2% had never attended school. The overall prevalence of scrub typhus exposure was 48.0%. In the multivariate model, five variables were found to be associated with scrub typhus exposure. Participants aged over 60 years had a 4.31-fold increased risk (95% CI = 1.73–10.72) of scrub typhus exposure compared to those who were younger than 30 years. Those who were illiterate had a 3.46-fold increased risk (95% CI = 1.93–6.21) of scrub typhus exposure than those who had at least a primary education level. Participants from the Akha tribe had a 2.20-fold increased risk (95% CI = 1.31–3.72) of scrub typhus exposure than those from the Lahu tribe. Subjects who had a history of cutting grass had a 1.85-fold increased risk (95% CI = 1.20–2.84) of scrub typhus exposure. Those who never wore gloves for farming had a 2.12-fold increased risk (95% CI = 1.28–3.49) of scrub typhus exposure than those who wore gloves daily.

Conclusions

There is a high prevalence of scrub typhus exposure among the hill tribe in Thailand. Effective public health interventions to promote scrub typhus awareness and prevention are urgently needed in these populations.

Peer Review reports

Introduction

Scrub typhus is caused by bacteria from the genus Orientia, namely Orientia tsutsugamushi, Candidatus Orientia chuto, and Candidatus Orientia chiloensis [1, 2]. It is considered one of the most significant tropical diseases globally [3]. The annual global number of scrub typhus infections is approximately one million, and individuals living in rural areas are particularly vulnerable to the disease [4], particularly those living in the Asia–Pacific region [4, 5]. The infection can lead to several serious complications, especially in the lungs, kidneys, liver, and brain, which can cause multiorgan failure and death [3]. The case-fatality rate can be up to 70%, depending on the patient’s age, geographical area, severity stage, and complications [6]. Misdiagnosis and treatment delays due to inadequate resources are alarming and often result in poor outcomes [7, 8]. In addition, scrub typhus is a vector-borne disease that is transmitted to humans through the bite of infected chiggers. Chiggers normally feed on small mammals, especially wild rodents [9]. The infection is highly dependent on the interaction of humans with the environment [9]. Some activities, such as sitting directly on the ground, working long hours in fields, working without protective clothing, infrequent washing of clothes and skin, dry field farming, and working with livestock, have been associated with scrub typhus infection [9,10,11]. Environmental factors such as having water or rodents in the domestic or peri-domestic environment are also significant risk factors for scrub typhus infection [9,10,11,12].

Thailand is located in a tropical zone, and the northern region has been reported as the highest endemic area of the disease, with an average incidence rate of 9.40 cases per 100,000 people [13]. Chiang Rai Province, which borders Myanmar in the west and Laos in the east, was the province with the highest number of cases of the disease in Thailand reported between 2003 and 2018 [14]. There are 18 districts in Chiang Rai Province, with more than 1.2 million people performing agricultural practices [15], and 15–20% are hill tribe people who have specific cultures, farming practices, and clothing. Hill tribe people have a poorer socioeconomic status and live far from cities, which leads to poor access to health care services [16].

Mae Fah Luang District is the preferred living area of hill tribe people in Chiang Rai Province and shares a long border with Myanmar in the west. Approximately 86,000 people live in 88 villages in this area. Hill tribe people have been officially identified as a major underserved population by the Thai Ministry of Public Health in terms of access to health care services [16]. Basically, there are six main hill tribe groups, Akha, Lahu, Yao, Hmong, Karen, and Lisu, that have specific cultures, beliefs and lifestyles. All these populations are working in agricultural sectors to which they are easily exposed to the environment. Several barriers to accessing medical care have been clearly identified for this population: language, legal rights, distance from health care institutes, transportation difficulties, and stigmatization by health care providers [17, 18]. Thus, the study aimed to estimate the prevalence of and determine the factors associated with scrub typhus exposure among the tribe population living in villages with a high incidence of the disease in Mae Fah Luang District, Chiang Rai Province, Thailand.

Methods

Study design and study population

A community-based cross-sectional study was conducted in ten (10) high-incidence scrub typhus villages with cases reported between 2008 and 2017 in Mae Fah Luang District, Chiang Rai Province, Thailand [13]. The Akha, Lahu, Hmong, Yao and Lisu tribes were the study populations. Data and blood samples were collected during the period from November 1st, 2022, to November 30th, 2022. In 2021, 14,972 hill tribe people lived in the study villages [19].

The inclusion criteria for subject recruitment included a) being a hill tribe member according to verbal confirmation; b) aged 18 years or above; c) working as a farmer or in a related occupation; d) having lived in the study areas for at least 6 months at the time of survey; and e) being capable of providing informed consent. Those who could not effectively communicate to provide essential information regarding the study protocol were excluded from the study.

Study sample and sample size calculation

The sample size was calculated based on the standard formula for a cross-sectional study [20]: n = [Z2α/2 P (1-P)]/e2, where n = the sample size needed, Z = the value from the standard normal distribution corresponding to the desired confidence level (Z = 1.96 for 95% CI), P = the expected true proportion, and e = the desired precision. Under the assumption of P = 0.28 [21] and e = 0.04, a sample size of 485 was calculated.

Research instruments and their development

Participants were asked to fill out a questionnaire. The questionnaire was developed according to a literature review and discussions with field experts and was divided into three parts. Part I consisted of ten (10) questions to collect general demographic information. In Part II, 29 questions were used to collect data on behaviors related to scrub typhus exposure, such as outdoor activities, protective behaviors during and after work, animal exposures, environmental exposures, and history of scrub typhus exposure. Part III included ten (10) questions to collect information about scrub typhus prevention and control. A five (5)-mL blood sample was collected for serological analysis.

The questions were validated by using item-objective congruence (IOC) by three experts in the field: a physician and two epidemiologists who were familiar with scrub typhus. Subsequently, a pilot test was conducted among 10 hill tribe people who had characteristics similar to those of the study population in Mae Chan District, Chiang Rai Province, and Cronbach’s alpha was 0.71.

Steps of data collection

After receiving approval from the Chiang Rai Provincial Public Health Office Ethics Committee, the Mae Fah Luang District government officer and health care providers were contacted to obtain their approval for access to the villagers. Afterward, the village headmen and village health volunteers were contacted and were provided with details regarding the study. People who met the inclusion criteria were informed and contacted seven (7) days prior to data collection.

On the date of data collection, all participants were asked to provide informed consent, after which blood collection was performed by a licensed health professional. The questionnaire was completed by interview. For those who could not understand Thai, village health volunteers who were fluent in both Thai and the local languages were asked to assist in translating the information clearly before the questions were completed. The whole process lasted approximately 30 min for each participant.

Laboratory methods

The laboratory analysis was performed at the Mahidol-Oxford Tropical Medicine Research Unit (MORU), Bangkok, Thailand. In brief, samples were screened for Orientia tsutsugamushi IgM and IgG positivity (defined as an optical density of ≥ 0.50) by ELISA [22]. The MORU in house STG IgM and IgG ELISA uses specific antigens of Orientia tsutsugamushi Karp, Kato, Gilliam, and TA716 strains to detect scrub typhus IgM and IgG antibodies, based on the method described in the study Phanichkrivalkosil et al. [23] Whole-cell antigen lysates of Karp, Kato, and Gilliam reference strains of Orientia tsutsugamushi and mock-infected cell lysate produced at the Viral and Rickettsial Diseases Department of the NMRC, Silver Spring, Maryland, USA, and TA716 a local strain from Thailand produced at MORU were used [23, 24]. A confirmatory IFA is considered the gold standard to detect Orientia tsutsugamushi antibodies, with results reported by titer using a fluorescence microscope. Forty-well Orientia tsutsugamushi antigen slides were obtained from Scientific Device Laboratory, USA. Samples with a titer of 1:100 or higher were considered positive [24,25,26]. Scrub typhus exposure in this study was considered by reactivity to either Orientia tsutsugamushi IgG or IgM antibodies with the IFA method (titer of 1:100 or above).

Measures

BMI was categorized using Asian-specific cutoffs provided by the World Health Organization: underweight: a BMI < 18.5 kg/m2; normal weight: a BMI of 18.5–22.9 kg/m2; overweight: a BMI of 23–24.9 kg/m2; and obese: a BMI ≥ 25 kg/m2 [27]. Knowledge was categorized using Bloom’s cutoff point as high knowledge if the score was between 80 and 100%, moderate knowledge if the score was between 60 and 79%, and poor knowledge if the score was less than 60% [28].

Statistical analysis

Data were double-entered into an Excel sheet and checked for errors before being transferred into SPSS program version 20.0 (SPSS, Chicago, IL) for analysis. Continuous and categorical data were described properly to present the general characteristics of the participants and their behaviors, including scrub typhus exposure prevention behaviors. The chi-squared test was used to compare outdoor activities and behaviors related to scrub typhus exposure by tribe. Logistic regression was used to identify the factors associated with scrub typhus exposure at a significance level of α = 0.05 in both univariate and multivariate analyses. The Cox-Snell R2 and Nagelkerke R2 were used for determining the fitness of the model before interpreting the final model.

Results

A total of 485 participants were recruited for the study. The majority were female (57.1%), aged more than 60 years (29.9%), members of the Akha tribe (46.4%), and Christian (55.9%). The majority were married (73.2%), illiterate (74.2%), had an annual income of less than 30,000 baht ($873.45) per year (41.4%), and held Thai identification cards (79.2%). Regarding knowledge about scrub typhus prevention and control, 52.8% demonstrated poor levels (Table 1).

Table 1 General characteristics of participants

Among the 485 participants, 283 (58.35%) tested positive for ELISA IgG, while 92 (18.97%) were positive for ELISA IgM. Upon confirmation, 227 (46.8%) showed IFA IgG positivity, which indicated a history of scrub typhus exposure, and 10 (2.1%) were positive for IFA IgM antibodies, which indicated recent infection. Four participants (1.72%) showed positivity for both IFA IgG and IgM antibodies. The IFA IgG titers ranged from 1:100 to 1:25,600, and the IFA IgM titers ranged from 1:100 to 1:800. The overall prevalence of scrub typhus exposure was 48.0% (233 out of 485 participants). Visiting the rice field (82.0%) was detected as the most reported outdoor activity for seropositive participants, followed by visiting the corn field (79.0%) and firewood cutting (76.8%). Almost all seropositive participants reported wearing long sleeves and long pants (90.6%), wearing boots (89.7%), and wearing socks while working in the field (73.0%) (Table 2).

Table 2 Comparisons of outdoor activities and behaviors related to scrub typhus exposure by tribes

Regarding outdoor activities, the Akha seropositive participants had the highest rates of visiting tea plantations (92.0%), cutting grass (51.2%), and cutting bamboo for basketry (46.4%). Almost all Lahu seropositive participants sat directly on the lawn without mats during work (91.5%), and 74.5% had collected mushrooms. Hmong seropositive participants had the highest rate of collecting bamboo shoots (93.3%) and straw for making brooms (60.0%). A total of 95.8% of the Lisu seropositive participants had the highest rate of visiting rice and corn fields, 62.5% visited coffee plantations, and 50.0% visited banana plantations. While 36.4% of the Yao seropositive participants had a history of bringing straw to feed cows and buffaloes, 37.3% visited the pineapple plantation and 53.3% wore gloves, which was higher than the proportions in other tribes (Table 2).

Ten (10) activities that showed statistical significance among seropositive participants from different tribes: sitting directly on the lawn without mats during work (p value = 0.001), cutting grass (p value = 0.010), bringing straw to feed cows and buffaloes (p value = 0.011), visiting rice fields (p value = 0.017), visiting pineapple plantations (p value = 0.007), visiting tea plantations (p value < 0.001), visiting coffee plantations (p value < 0.001), wearing socks (p value = 0.001), wearing gloves (p value = 0.010), and washing clothes immediately after work (p value = 0.011) (Table 2).

In the univariate model, 10 variables were found to be associated with scrub typhus exposure: age, tribe, marital status, education level, sitting directly on the lawn without mats during work, cutting grass, visiting tea or coffee plantations, wearing gloves, having other animals at home, having to contact with an animal at home (Table 3).

Table 3 Univariate and multivariate analyses in identification factors associated with scrub typhus exposure

Five (5) variables were found to be associated with scrub typhus exposure in multivariate analysis. People aged 60 years and over and 50–59 years had a 4.31-fold (95% CI = 1.73–10.72) and 3.47-fold (95% CI = 1.41–8.55) increased risk of scrub typhus exposure than those aged less than 30 years, respectively. Those who were illiterate had a 3.46-fold (95% CI = 1.93–6.21) increased risk of scrub typhus exposure compared to those who had a primary school education and above. Akha people had a 2.20-fold (95% CI = 1.31–3.72) increased risk of scrub typhus exposure compared to Lahu people. Those who had a history of cutting grass had a 1.85-fold (95% CI = 1.20–2.84) increased risk of scrub typhus exposure compared to those who did not. Those who never wore gloves had a 2.12-fold (95% CI = 1.28–3.49) increased risk of scrub typhus exposure than those who wore gloves every day (Table 3).

Discussion

The hill tribe people in northern Thailand had limited education and a low economic status. A large proportion of the hill tribe people had poor knowledge about scrub typhus prevention and control. They had a high risk of being exposed to scrub typhus due to their living environments and exposures, with most participants visiting several types of fields or plantations. The vast majority of participants reported using clothes that covered most of their body, including boots and socks, with only one-fourth not doing so. The important exception was gloves, which were only regularly worn by 40.4% of the participants. Almost half of the hill tribe people living in Chiang Rai, Thailand, were infected by scrub typhus (48.0%). Additionally, age, education level, tribe, cutting grass, and never wearing gloves were determined to be potential risk factors for scrub typhus exposure.

A large proportion (48.0%) of the hill tribe people living in Thailand who were aged 18 years old and over were ever infected by scrub typhus. Several studies conducted in countries in Tsutsugamushi Triangle areas also reported prevalence rates of 10.0% in China [29], 35.2% in Korea [30], and 34.7–40.0% in India [31, 32]. Interestingly, studies from Laos and Myanmar reported lower prevalence than that among the hill tribes in Thailand, at 20.3% and 19.0% [33, 34], respectively. Several studies conducted in other regions of Thailand reported a lower prevalence than that among hill tribe people, with rates of 31.8% in the central region [35] and 4.2% [36] in the northeastern region of Thailand. The particularly high prevalence in the study population reflects the generally high incidence in northern Thailand and a potentially higher risk in the population of hill tribe members, who perform many high-risk activities. Many outdoor activities performed related the scrub typhus exposure among the tribes were found to be statistically different proportions such as sitting directly on the lawn without mats during work experience, grass-cutting experience, visiting the rice field, visiting the pineapple plantation, visiting coffee and tea plantations, including wearing gloves in their daily life. These activities reflected their socioeconomic status which was associated with the scrub typhus exposure.

Being older age was detected as one of the potential risk factors for scrub typhus exposure among hill tribe people in Thailand. This coincides with studies in India [37,38,39] and Myanmar [34], which reported that the risk of exposure was strongly associated with increasing age. Studies conducted in Japan and South Korea confirmed that older participants were more susceptible to scrub typhus infection than younger participants [10]. However, a case‒control study conducted in China did not report such a link [40]. One possible explanation could be that older people have a higher possibility to exposure repeatedly to the organism over a longer period of time, then thy have higher levels of and longer-persisting antibodies eventually.

In our study, those who never attended school were at a greater risk of scrub typhus exposure. Schooling provides the opportunity to attain language proficiency and the subsequent understanding of health information. Similar findings were reported in India [37, 38], Laos [33] and the northeast and southern regions of Thailand [35], with low education levels being associated with greater risks of scrub typhus infection. In contrast, several studies conducted in Vietnam [41], Korea [42], and China [40] did not show any link between education level and scrub typhus infection. This might be because almost all participants had the same educational level, and thus, there may not be enough statistical power to detect differences. Considering that hill tribe occupations mainly involve fieldwork, it is plausible that the risk factors for scrub typhus are more closely associated with occupational features than with individuals' education levels.

Our study explored the links between knowledge, income, illiteracy, and the presence of scrub typhus antibodies among hill tribe people in northern Thailand. While we found a connection between illiteracy and scrub typhus antibodies, there was no significant association between the presence of scrub typhus antibodies and knowledge or income. This indicates a more complex relationship among these variables. To better understand scrub typhus exposure in this population, further investigations and a comprehensive analysis are essential. This should encompass an examination of cultural practices and beliefs alongside education and income.

The risk of scrub typhus exposure appeared to vary among the different tribes in our study. The Akha tribe exhibited the highest prevalence (55.6%), followed by the Lisu (53.3%) and Yao tribes (44.0%). A previous study by Wangrangsimakul et al. [43] also reported that the Akha and Lahu tribes were at greater risk of scrub typhus infection than other tribes. This may be secondary to dressing style while working in farms. Akha and Yao women [44] always wear miniskirts, while Lisu men wear loose trousers [44], which could make it easier for them to be infected than individuals in other tribes who wear tight-fitting clothing according to their culture and lifestyles. Moreover, hill tribe people in Thailand who did not use gloves had a greater risk of scrub typhus exposure. Several studies also reported that wearing gloves could protect individuals from scrub typhus infection [11, 45]. Other clothing has been reported to be protective against scrub typhus infection, including long sleeve garments, long pants, boots, and socks [11, 40, 41, 46].

The study revealed significant participant contact with both domestic animals like chickens and dogs at home and wild animals such as rodents, squirrels, and chipmunks at their workplace, all of which share the human environment. Similar findings in studies conducted in Malaysia and India have also highlighted an increased scrub typhus risk linked to close contact with domestic animals [12, 47, 48]. However, our univariate analysis demonstrated that those in close contact with other domestic animals like cats, pigs, or ducks at home faced a higher risk of scrub typhus exposure. This suggests that specific domestic animals may indeed raise the risk of the people exposure rate. Nonetheless, the final model did not establish a significant association between overall animal exposure and scrub typhus exposure. It's crucial to take note of this result and exercise caution when in contact with these animals, as there remains a potential infection risk.

Additionally, as chiggers have been reported in various ecological settings, including fields, agricultural land, mountainous regions, forests and forest edges, rice fields, grasslands, parks, riversides, orchards, and plantations [9]. This study identified environmental exposure to various plantations as potential risk factors for scrub typhus exposure, including rice fields, corn fields, tea plantations, and coffee plantations. Many participants who visited these plantations were detected the antibodies with scrub typhus. Additionally, participants living near trees, bushes, piles of leaves, or damp land had higher exposure rates. Other studies found similar risk factors, like water, rodents, dry field farming, and livestock exposure [9,10,11]. However, the final model did not confirm the association between plantations and scrub typhus. Nevertheless, caution is advised when visiting such areas due to potential disease transmission. Wearing protective equipment (PPE) is strongly recommended to prevent the exposure.

This study had a few limitations. First, as the nature of a cross-sectional study design, possible recall bias due to the inability to recall some events in the past were limitations of the study. Second, the cutoff point used in the study and the decline in IgG antibody levels two years after exposure [39], which is a common feature of many infectious diseases, might impact the estimation of the prevalence and the analysis of the rest of the study. Third, the period of data and blood sample collection was not conducted in the high infection season of the disease, so the whole year cycle of the infection might not have been presented. Most exposure occurs in summer, when people prepare their farms for planting.

Conclusions

A large proportion of the hill tribes living in northern Thailand have been exposed scrub typhus from their daily lifestyles. Elderly, illiterate, and Akha people are at particularly high risk. Cutting grass is associated with scrub typhus exposure; people who never use protective clothing or gear are also at substantial risk of scrub typhus exposure. Taken together, campaigns to improve scrub typhus awareness and effective public health interventions need to be urgently developed. Promoting to wear proper suit while farming particularly cutting grass should be implemented in the hill tribe communities. Health education program regarding scrub typhus prevention and control should be also consideration particularly the elderly population and Akha people.

Availability of data and materials

The datasets used and/or analysed during the current study available from the corresponding author on reasonable request.

Abbreviations

CI:

Confident interval

IOC:

Item-objective congruence

BMI:

Body mass index

ELISA:

Enzyme linked immunosorbent assay

IFA:

Imunofluorescence assay

References

  1. Izzard L, Fuller A, Blacksell SD, Paris DH, Richards AL, Aukkanit N, et al. Isolation of a novel orientia species (o. chuto sp. nov.) from a patient infected in Dubai. J Clin Microbiol. 2010; 48(12), 4404–4409. https://doi.org/10.1128/JCM.01526-10.

  2. Balcells ME, Rabagliati R, García P, Poggi H, Oddó D, Concha M, et al. Endemic scrub typhus-like illness, Chile. Emerg Infect Dis. 2011;17(9):1659–63. https://doi.org/10.3201/eid1709.100960.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Abdad MY, Abdallah RA, Fournier PE, Stenos J, Vasoo S. A concise review of the epidemiology and diagnostics of rickettsioses: rickettsia and orientia spp. J Clin Microbiol. 2018;56(8):e01728–e1817.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Xu G, Walker DH, Jupiter D, Melby PC, Arcari CM. A review of the global epidemiology of scrub typhus. PLoS Neglected Trop Dis. 2017; 11(11). https://doi.org/10.1371/journal.pntd.0006062.

  5. Paris DH, Shelite TR, Day NP, Walker DH. Review article: unresolved problems related to scrub typhus: a seriously neglected life-threatening disease. Am J Trop Med Hyg. 2013;89(2):301–7. https://doi.org/10.4269/ajtmh.13-0064.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Bonell A, Lubell Y, Newton PN, Crump JA, Paris DH. Estimating the burden of scrub typhus: a systematic review. PLoS Neglect Trop Dis. 2017; 11(9). https://doi.org/10.1371/journal.pntd.0005838.

  7. Kelly DJ, Fuerst PA, Richards AL. The historical case for and the future study of antibiotic-resistant scrub typhus. Trop Med Infect Dis. 2017; 2(4). https://doi.org/10.3390/tropicalmed2040063.

  8. SharmaS, Masaraf H, Lynrah K, Lyngdoh M. Tsutsugamushi disease (scrub typhus) meningoencephalitis in north eastern India: a prospective study. Ann Med Health Sci Res. 2015; 5(3):163. https://doi.org/10.4103/2141-9248.157486.

  9. Elliott I, Pearson I, DahalP, Thomas NV, Roberts T, Newton P N. Scrub typhus ecology: a systematic review of orientia in vectors and hosts. Parasites Vectors. 2019; 12(1). https://doi.org/10.1186/s13071-019-3751-x.

  10. Ma CJ, Oh GJ, Kang GU, Lee JM, Lee DU, Nam HS, et al. Differences in agricultural activities related to incidence of scrub typhus between Korea and Japan. Epidemiol Health. 2017;39: e2017051. https://doi.org/10.4178/epihe2017051.

    Article  PubMed  PubMed Central  Google Scholar 

  11. Kim DS, Acharya D, Lee K, Yoo SJ, Park JH, Lim HS. Awareness and work-related factors associated with scrub typhus: a case-control study from South Korea. Int J Environ Res Public Health. 2018;15(6):1143. https://doi.org/10.3390/ijerph15061143.

    Article  PubMed  PubMed Central  Google Scholar 

  12. Rose W, Kang G, Verghese VP, Candassamy S, Samuel P, Prakash JJ, et al. Risk factors for acquisition of scrub typhus in children admitted to a tertiary centre and its surrounding districts in South India: a case control study. BMC Infect Dis. 2019;19(1):665. https://doi.org/10.1186/s12879-019-4299-2.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Bureau of Epidemiology, Department of Disease Control, Ministry of Public Health.506system. Available from:  http://www.boe.moph.go.th/boedb/surdata/diseasephp?ds=44.

  14. Wangrangsimakul T, Elliott I, Nedsuwan S, Kumlert R, Hinjoy S, Chaisiri K, et al. The estimated burden of scrub typhus in Thailand from national surveillance data (2003–2018). PLoS Negl Trop Dis. 2020;14(4):1–20. https://doi.org/10.1371/journal.pntd.0008233.

    Article  Google Scholar 

  15. National statistical office, Chiangrai provincial statistical report, 2022. Available from: http://chiangrai.nso.go.th/. Assessed 10 Mar 2023.

  16. Apidechkul T, Laingoen O, Suwannaporn S. Inequity in accessing health care service in Thailand in 2015: a case study of the hill tribe people in Mae Fah Luang District, Chiang Rai Thailand. J Health Res. 2017;30(1):67–71.

    Google Scholar 

  17. Apidechkul T. Epidemiology of the hill tribe HIV/AIDS populations. Thailand J Med Assoc Thai. 2016;99:702.

    PubMed  Google Scholar 

  18. Manotham M, Koychusakun P, ChoyaeA,Maneerat W, Muangmool J, Vanishprinyakul S. Healthcare knowledge and practice of Akha ethnic group : case study at a Mae-Mon village, Tambon Huay-Chom-Poo, Amphur Muang, Chiang rai. J Health Sci Resh. 2018; 12(1): 111–20.

  19. Department of Provincial Administration, Ministry of Interior. Thailand population statistics. Available from: https://stat.bora.dopa.go.th/stat/statnew/statMONTH/statmonth/#/mainpage. Assessed 3 Dec 2021.

  20. Wang H, Chow SC. Sample size calculation for comparing proportions. Wiley Encyclopedia of Clinical Trials, 2014; 3–4.

  21. Blacksell SD, Tanganuchitcharnchai A, Nawtaisong P, Kantipong P, Laongnualpanich A, Day NPJ. Diagnostic accuracy of the In Bios scrub typhus detect enzyme-linked immunoassay for the detection of IgM antibodies in northern Thailand. Clin Vaccine Immunol. 2016;23(2):148–54. https://doi.org/10.1128/CVI.00553-15.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  22. Elders PND, Dhawan S, Tanganuchitcharnchai A, Phommasone K, Chansamouth V, Day NPJ, et al. Diagnostic accuracy of an in-house scrub typhus enzyme linked immunoassay for the detection of IgM and IgG antibodies in Laos. PLoS Negl Trop Dis. 2020; 14(12): e0008858. https://doi.org/10.1371/journal.pntd.0008858.

  23. Phanichkrivalkosil M, Tanganuchitcharnchai A, Jintaworn S, Kantipong P, Laongnualpanich A, Chierakul W, et al. Determination of optimal diagnostic cut-offs for the naval medical research center scrub typhus IgM ELISA in Chiang Rai. Thailand Am J Trop Med Hyg. 2019;100(5):1134–40. https://doi.org/10.4269/ajtmh.18-0675.

    Article  CAS  PubMed  Google Scholar 

  24. Blacksell SD, Lim C, Tanganuchitcharnchai A, Jintaworn S, Kantipong P, Richards AL, et al. Optimal cutoff and accuracy of an IgM enzyme-linked immunosorbent assay for diagnosis of acute scrub typhus in Northern Thailand: an alternative reference method to the IgM Immunofluorescence assay. J Clin Microbiol. 2016;54(6):1472–8. https://doi.org/10.1128/JCM.02744-15.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Paris DH, Blacksell SD, Nawtaisong P, Jenjaroen K, Teeraratkul A, Chierakul W, et al. Diagnostic accuracy of a loop-mediated isothermal PCR assay for detection of Orientia tsutsugamushi during acute scrub typhus infection. PLoS Negl Trop Dis. 2011; 5:e1307. https://doi.org/10.1371/journal.pntd.0001307.

  26. Lim C, Blacksell SD, Laongnualpanich A, Kantipong P, Day NPJ, Paris DH, et al. Optimal cutoff titers for indirect immunofluorescence assay for diagnosis of scrub typhus. J Clin Microbiol. 2015;2015(53):3663–6. https://doi.org/10.1128/JCM.01680-15.

    Article  CAS  Google Scholar 

  27. World Health Organization (WHO). Appropriate body-mass index for Asian populations and its implications for policy and intervention strategies. Lancet. 2004; 363(9403), 157–163. https://doi.org/10.1016/s0140-6736(03)15268-3.

  28. Bloom BS. Human characteristics and school learning. New York: McGraw-Hill; 1976.

    Google Scholar 

  29. Horton KC, Jiang J, Maina A, Dueger E, Zayed A, Ahmed AA, et al. Evidence of rickettsia and orientia infections among abattoir workers in Djibouti. Am Soc Trop Med Hygiene. 2016;95(2):462–5. https://doi.org/10.4269/ajtmh.15-0775.

    Article  CAS  Google Scholar 

  30. Jang WJ, Kim JH, Choi YJ, Jung KD, Kim YG, Lee SH, et al. First serologic evidence of human spotted fever group rickettsiosis in Korea. J Clin Microbiol. 2004;42(5):2310–3.

    Article  PubMed  PubMed Central  Google Scholar 

  31. Jakharia A, Borkakoty B, Biswas D, Yadav K, Mahanta J. Seroprevalence of scrub typhus infection in Arunachal Pradesh. India Vector Borne Zoonotic Dis. 2016;16(10):659–63. https://doi.org/10.1089/vbz.2016.1970.

    Article  PubMed  Google Scholar 

  32. Sharma A, Mahajan S, Gupta ML, Kanga A, Sharma V. Investigation of an outbreak of scrub typhus in the Himalayan region of India. Jpn J Infect Dis. 2005;58(4):208–10.

    PubMed  Google Scholar 

  33. Vallée J, Thaojaikong T, Moore CE, Phetsouvanh R, Richards AL, Souris M, et al. Contrasting spatial distribution and risk factors for past infection with scrub typhus and murine typhus in Vientiane city, Lao PDR. PLoS Negl Trop Dis. 2010;4(12): e909. https://doi.org/10.1371/journal.pntd.0000909.

    Article  PubMed  PubMed Central  Google Scholar 

  34. Elders PND, Swe MMM, Phyo AP, McLean ARD, Lin HN, Soe K, et al. Serological evidence indicates widespread distribution of rickettsioses in Myanmar. Int J Infect Dis. 2021;103:494–501. https://doi.org/10.1016/j.ijid.2020.12.013.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  35. Gonwong S, Mason CJ, Chuenchitra T, Khantapura P, Islam D, Ruamsap N, et al. Nationwide seroprevalence of scrub typhus, typhus, and spotted fever in young Thai men. Am J Trop Med Hyg. 2022;106(5):1363–9. https://doi.org/10.4269/ajtmh.20-1512.

    Article  PubMed  PubMed Central  Google Scholar 

  36. Bhengsri S, Baggett HC, Edouard S, Dowell SF, Dasch GA, Fisk TL, et al. Sennetsuneorickettsiosis, spotted fever group, and typhus group rickettsioses in three provinces in Thailand. Am J Trop Med Hyg. 2016;95(1):43–9. https://doi.org/10.4269/ajtmh.15-0752.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  37. Kamble S, Mane A, Sane S, Sonavale S, Vidhate P, Singh MK, et al. Seroprevalence & seroincidence of Orientia tsutsugamushi infection in Gorakhpur, Uttar Pradesh, India: a community-based serosurvey during lean (April-May) & epidemic (October-November) periods for acute encephalitis syndrome. Indian J Med Res. 2020;151(4):350–60. https://doi.org/10.4103/ijmr.IJMR_1330_18.

    Article  PubMed  PubMed Central  Google Scholar 

  38. Devamani CS, Schmidt WP, Ariyoshi K, Anitha A, Kalaimani S, Prakash JAJ. Risk factors for scrub typhus, murine typhus, and spotted fever seropositivity in urban areas, rural plains, and peri-forest hill villages in south India: a cross-sectional study. Am J Trop Med Hyg. 2020;103(1):238–48. https://doi.org/10.4269/ajtmh.19-0642.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  39. Trowbridge P, Divya P, Premkumar PS, Varghese GM. Prevalence and risk factors for scrub typhus in south India. Tropical Med Int Health. 2017;22(5):576–82. https://doi.org/10.1111/tmi.12853.

    Article  Google Scholar 

  40. Musa TH, Li W, He Y, Ni Q, Chu J, Ge Y, et al. Factors associated with scrub typhus infection: a case-control study from Luhe China. Med J Malaysia. 2021;76(4):474–9.

    CAS  PubMed  Google Scholar 

  41. Tran HTD, Hattendorf J, Do HM, Hoang TT, Lam HN, Huynh MK, et al. Ecological and behavioural risk factors of scrub typhus in central Vietnam: a case-control study. Infect Dis Poverty. 2021;10(1):110. https://doi.org/10.1186/s40249-021-00893-6.

    Article  PubMed  PubMed Central  Google Scholar 

  42. Kim DM, Kim KY, Nam HS, Kweon SS, Park MY, Ryu SY. Risk-factors for human infection with Orientia tsutsugamushi: a case-control study in Korea. Clin Microbiol Infect. 2008;14(2):174–7. https://doi.org/10.1111/j.1469-0691.2007.01901.

    Article  PubMed  Google Scholar 

  43. Wangrangsimakul T, Greer RC, Chanta C, Nedsuwan S, Blacksell SD, Day NP, et al. Clinical characteristics and outcome of children hospitalized with scrub typhus in an area of endemicity. J Pediatric Infect Dis Soc. 2020;9(2):202–9. https://doi.org/10.1093/jpids/piz014.

    Article  PubMed  Google Scholar 

  44. Princess Maha Chakri Siridhorn Anthropology Center. Hill tribe. Available from: http:// www.sac.or.th/main/index.php. Assessed 13 Apr 2023.

  45. Kweon SS, Choi JS, Lim HS, Kim JR, Kim KY, Ryu SY, et al. A community-based case-control study of behavioral factors associated with scrub typhus during the autumn epidemic season in south Korea. Am J Trop Med Hyg. 2009;80(3):442–6.

    Article  PubMed  Google Scholar 

  46. Wei Y, Luo L, Jing Q, Li X, Huang Y, Xiao X, et al. A city park as a potential epidemic site of scrub typhus: a case-control study of an outbreak in Guangzhou China. Parasit Vectors. 2014;7:513.

    PubMed  PubMed Central  Google Scholar 

  47. Tay ST, Mohamed Zan HA, Lim YA, Ngui R. Antibody prevalence and factors associated with exposure to Orientia tsutsugamushi in different aboriginal subgroups in west Malaysia. PLoS Negl Trop Dis. 2013;7(8): e2341. https://doi.org/10.1371/journal.pntd.0002341.

    Article  PubMed  PubMed Central  Google Scholar 

  48. Sharma PK, Ramakrishnan R, Hutin YJ, Barui AK, Manickam P, Kakkar M, et al. Scrub typhus in Darjeeling, India: opportunities for simple, practical prevention measures. Trans R Soc Trop Med Hyg. 2009;103(11):1153–8. https://doi.org/10.1016/j.trstmh.2009.02.006.

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

We would like to thank you Mae Fah Luang University, The Center of Excellence for the Hill tribe Health Research, and Mahidol- Oxford Tropical Medicine Research Unit for the support grant. We are also grateful CCRU team, MORU staff, MFL health care officers, and head of villagers for their support and to all participants for their participation in the study.

Funding

This study was supported by Mae Fah Luang University, The Center of Excellence for the Hill tribe Health Research, and Mahidol-Oxford Tropical Research Unit in the part of MICRO BKK. This research was funded in whole, or in part, by the Wellcome Trust [220211]. For the purpose of Open Access, the author has applied a CC BY public copyright licence to any Author Accepted Manuscript version arising from this submission.

Author information

Authors and Affiliations

Authors

Contributions

NT designed the study, contacted the study setting, collected data, analyzed data, drafted manuscript and final proved manuscript. TA designed the study, analyzed data and final proved manuscript. ACKL and MYA designed the study and proofread manuscript. PS and CP designed the study, analyzed data and final proved manuscript. SB, AT, and JW laboratory analysis and final proved manuscript. All authors read and approved the manuscript.

Corresponding author

Correspondence to Tawatchai Apidechkul.

Ethics declarations

Ethics approval and consent to participate

All research protocols and tools were approved by the Chiang Rai Provincial Public Health Research Ethical Committee (No. CRPPHO 135/2564). All participants provided written informed consent form after providing an oral explanation on all essential information of the study. All processes of data collection were performed in accordance with the relevant guidelines and regulations (Declaration of Helsinki).

Consent for publication

Not applicable.

Competing interests

The authors declare no competing interests.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Tasak, N., Apidechkul, T., Law, A.C.K. et al. Prevalence of and factors associated with scrub typhus exposure among the hill tribe population living in high incidence areas in Thailand: a cross-sectional study. BMC Public Health 23, 2394 (2023). https://doi.org/10.1186/s12889-023-17313-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s12889-023-17313-z

Keywords