- Open Access
Imported Plasmodium falciparum and locally transmitted Plasmodium vivax: cross-border malaria transmission scenario in northwestern Thailand
© The Author(s) 2017
- Received: 22 November 2016
- Accepted: 7 June 2017
- Published: 21 June 2017
Cross-border malaria transmission is an important problem for national malaria control programmes. The epidemiology of cross-border malaria is further complicated in areas where Plasmodium falciparum and Plasmodium vivax are both endemic. By combining passive case detection data with entomological data, a transmission scenario on the northwestern Thai–Myanmar border where P. falciparum is likely driven by importation was described, whereas P. vivax is also locally transmitted. This study highlights the differences in the level of control required to eliminate P. falciparum and P. vivax from the same region.
Malaria case data were collected from malaria clinics in Suan Oi village, Tak Province, Thailand between 2011 and 2014. Infections were diagnosed by light microscopy. Demographic data, including migrant status, were correlated with concomitantly collected entomology data from 1330 mosquito trap nights using logistic regression. Malaria infection in the captured mosquitoes was detected by ELISA.
Recent migrants were almost four times more likely to be infected with P. falciparum compared with Thai patients (OR 3.84, p < 0.001) and cases were significantly associated with seasonal migration. However, P. falciparum infection was not associated with the Anopheles mosquito capture rates, suggesting predominantly imported infections. In contrast, recent migrants were equally likely to present with P. vivax as mid-term migrants. Both migrant groups were twice as likely to be infected with P. vivax in comparison to the resident Thai population (OR 1.96, p < 0.001 and OR 1.94, p < 0.001, respectively). Plasmodium vivax cases were strongly correlated with age and local capture rates of two major vector species Anopheles minimus and Anopheles maculatus (OR 1.23, p = 0.020 and OR 1.33, p = 0.046, respectively), suggesting that a high level of local transmission might be causing these infections.
On the Thai–Myanmar border, P. falciparum infections occur mostly in the recent migrant population with a seasonality reflecting that of agricultural activity, rather than that of the local mosquito population. This suggests that P. falciparum was mostly imported. In contrast, P. vivax cases were significantly associated with mosquito capture rates and less with migrant status, indicating local transmission. This highlights the different timelines and requirements for P. falciparum and P. vivax elimination in the same region and underlines the importance of multinational, cross-border malaria control.
- Malaria transmission
- Border malaria
- Mosquito infection
Malaria epidemiology in the Greater Mekong Sub-region (GMS) is complex, with all five parasite species present and a large variety of mosquito vectors [1, 2]. Malaria cases have been reduced to near elimination in some parts of the region, while others still exhibit high incidence, especially remote, forested areas [3, 4]. The GMS has a history as a focus for the development of anti-malarial drug resistance . Political borders often also separate areas of high and low transmission in the GMS. Traditional cross-border migration in search of work, but also displacement due to population upheavals, facilitate the importation of malaria into low-transmission areas and this represents a major challenge to malaria control in this region.
Approximately three-quarters of reported cases in the GMS occur in Myanmar while the incidence rate in Thailand is low and further decreasing (average number of cases per 1000 population was 0.55, 0.48 and 0.24 in 2013, 2014 and 2015, respectively). Tak Province represents a malaria hotspot in Thailand with an estimated 6.3 cases per 1000 population in 2015 . Especially, the northwestern Thai–Myanmar border represents malaria transmission hotspots and ports with high number of cases imported into Thailand. Away from the border towards the central part of Thailand, malaria incidence decreases rapidly. The usual malaria transmission pattern in western Thailand such as Tak Province, exhibits two peaks, one at the beginning of the rainy season and the other at the end of the rainy season . The border is very porous and populations of seasonal labourers and refugees can move across it relatively freely. The large degree of population movement, rapid ecological changes and complex vector population dynamics make this region one of the most important transmission areas in the GMS [4, 8–12]. There is a strong case to develop harmonized cross-border malaria surveillance and control programmes in conjunction with national strategic plans in order to control cross-border malaria transmission [8–14]. This should include active and passive case detection, as well as entomological surveillance .
Previous studies have rarely integrated entomological with epidemiological surveillance [16–20]. Entomological surveillance provides additional information to distinguish between locally transmitted and imported malaria. A previous study in this area reported that approximately 50% of malaria patients presenting to malaria posts were of Thai nationality while approximately 29% were migrants from Myanmar . Malaria infection was shown to be approximately eight times higher in ethnic Karen but whether this is due to local transmission or importation remains unclear . In addition, a recent study has reported an increasing incidence of Plasmodium vivax in this area . Importation of malaria is likely facilitated by a large proportion of asymptomatic migrants who are unlikely to be detected by routine passive case detection . Furthermore, it is likely that the two main malaria species, Plasmodium falciparum and P. vivax, may exhibit very different dynamics in cross-border transmission scenarios. Plasmodium falciparum is much more dependent on a sustained local mosquito population, whereas P. vivax can endure lower mosquito numbers and highly seasonal mosquito population dynamics . It is, therefore, likely that P. falciparum is eliminated first, but local P. vivax transmission is sustained for an extended period of time . Vector ecology in the study area is very complex. Anopheles minimus and Anopheles maculatus are the main malaria vectors constituting >85% of the captured vector population over the course of a year (2012). However, a variety of minor vectors, including Anopheles dirus, Anopheles annularis and Anopheles barbirostris are also present and have been shown to contribute to malaria transmission [25, 26]. The present study, conducted in a border village (Suan Oi) in Tha Song Yang district, Thailand, aimed to correlate mosquito capture rates with infection and patients’ demographic data collected alongside the mosquito surveillance in order to better understand this complex transmission environment.
Adult mosquitoes were collected using CDC light traps (BiQuip model 2836BQ, with a 6-volt battery, USA). Traps were placed in or near randomly selected households to approximately cover the extent of the village area. Traps were placed indoors and outdoors from 18.00 to 06.00 h for five consecutive nights per month in a total of 45 locations. There were a total of 266 trap placements (1330 trap nights) from August 2011 to April 2013 with the majority of trap placements in 2012. During some months, no traps were set up due to flooding and political unrest. Captured mosquitoes were transported to and sorted in the laboratory of the Medical Entomology Department, Faculty of Tropical Medicine, Mahidol University, Bangkok. Mosquito species were identified based on morphological characteristics . The heads/thoraxes and abdomen of female anopheline mosquitoes were pooled and examined either individually or in pools of maximum of ten mosquitoes collected at the same time and in the same trap location. The collected mosquitoes were kept at −20 °C and ELISA assays were performed, as previously described, to detect circumsporozoite (CS) proteins of P. falciparum and P. vivax .
Malaria patient data were available between August 2011 and December 2014 from the Suan Oi malaria clinic. However, in the present study only the data collected in the 12 months of concomitant mosquito collection were utilized. Malaria was diagnosed by light microscopic examination of Giemsa-stained thick and thin blood smears. If slides were positive, parasite densities were determined by counting a minimum of 1000 and a maximum of 2000 leucocytes. Apart from clinical symptoms, basic demographic information such as age, gender, occupation, nationality, and migration status was also collected. Patients were divided into three groups: Thai nationality (M0), migrants residing in Thailand for 6 months or longer (M1), and migrants who stated that they had been living in Thailand for fewer than 6 months (M2). Since the ethnic background in this region does not allow for determination of nationality, the grouping was done according to The Bureau of Vector Borne Diseases (BVBD) in Thailand. Most M1 migrants are registered with the Ministry of Labour (MoL), which grants permission to stay in Thailand for a period of typically 1–2 years. People in the M2 group are often highly mobile, and are less likely to have registered with the MoL. The provincial government gives permits at the border crossings for entering that district of Thailand for 1–7 days, which can be extended by returning to the border crossing for re-authorization.
The study was approved by the Ethics Committee of the Department of Disease Control Ministry of Public Health, Thailand and the Human Research Ethics Committees of Mahidol University and Pennsylvania State University.
Logistic regression was used to test for an association of P. falciparum and P. vivax positivity (as the dependent variable), with the predictors such as age, gender, migrant status, and the monthly An. minimus and An. maculatus capture rates. The mosquito capture rate is defined as the number of mosquitoes trapped per trap and per night. The proportion of malaria-positive patients in each migrant group was plotted over the proportion of all malaria-positive patients to obtain a measure of the contribution of each migrant group to the overall malaria cases. Linear regression was used to correlate overall patient proportions positive for either P. falciparum or P. vivax with the mosquito capture rates. Statistical analyses were conducted in Stata 12 (StataCorp, USA).
The characteristics of the patients who visited the Suan Oi malaria clinic in the study period
Patient characteristics (n = 4425)
Number (% or median range)
Fever (>37.5 °C)
Foreigners <6 months (M2)
Foreigners >6 months or longer (M1)
P. vivax with fever
P. falciparum with fever
Logistic regression model for Plasmodium vivax and Plasmodium falciparum infection
P. vivax infection
An. minimus capture rate (per trap night)
An. maculatus capture rate
In-migration (reference: Thai nationality)
Foreigners >6 months in Thailand (M1)
Foreigners <6 months in Thailand (M2)
Age (per year)
P. falciparum infection
An. minimus capture rate
An. maculatus capture rate
In-migration (reference: local Thai nationality)
Foreigners >6 months in Thailand (M1)
Foreigners <6 months in Thailand (M2)
Age (per year)
The overall proportion of P. vivax cases was relatively constant throughout the years. Both, M1 and M2 foreigners were equally more likely to present with P. vivax infection when compared with the Thai population group (aOR 1.96, p < 0.001, 95% CI 1.55–2.49, and aOR 1.94, p < 0.001, 95% CI 1.40–2.70, respectively). However, Thai patients presented a stable contribution to the caseload throughout the year 2011–2013, whereas the contribution of the recent migrants fluctuated and normally peaked in the dry and hot seasons of January and April 2012, coinciding with seasons of increased agricultural activity. Yet, the seasonal peaks in the migrant populations were less pronounced in year 2013 (Fig. 2c). This suggests that a significant proportion of P. vivax cases were acquired locally. As shown in previous studies, P. vivax infection was associated with age (aOR 0.98 per year of age, p < 0.01, 95% CI 0.98–0.99 per year of age).
While several studies have investigated malaria risk factors in western Thailand and on the Thai–Myanmar border [29–31], entomology data were rarely incorporated into these studies . The present study aimed to combine longitudinal entomological surveillance data collected using CDC light traps with passive case detection data from a local malaria clinic to gain further insights into malaria transmission dynamics in a rural setting on the Thai–Myanmar border.
The study area is one of Thailand’s most malaria-endemic regions. Tak Province in 2015 had an estimated annual incidence of 6.3 per 1000 people, approximately 26 times the national average, and ~65% of the infections were caused by P. vivax . The area is also characterized by significant cross-border migration and migrant populations serve as an important reservoir for malaria transmission in Thailand . Generally, migrant workers from Myanmar represent the largest population of foreign workers in Thailand and their number increased from 0.4 in 2001 to >1 million in 2009 . In addition, there are significant numbers of illegal immigrants and displaced people with no nationality.
This study shows that P. falciparum and P. vivax transmission on the Thai–Myanmar border is seemingly influenced by different factors. The P. vivax case numbers and the proportion of P. vivax cases were strongly correlated with An. minimus and An. maculatus capture rates, indicating that a high level of local transmission might be causing these infections. Moreover, these vector species were positive with P. vivax by ELISA during the peak when they were abundant. In addition, P. vivax infections were approximately twice as likely to occur in the migrant populations (M1 and M2), compared to the Thai population (M0). This may partially be contributed to importation. However, there was no association of P. vivax infection with either the ‘recent’ (M2) or ‘longer-term’ (M1) migrant status. Thus, the difference in vivax infection rate between the migrant and the Thai populations is likely due to the differences in their living conditions, access to healthcare, use of malaria prevention measures and/or socio-economic factors. Migrants predominantly live in semi-permanent dwellings on the edge of the village, closer to potential breeding sites. In addition, the households are poorer, and ITN coverage and other precautions are also lower in this population [10, 19]. A significant negative age trend was observed in the probability to present with a P. vivax infection, suggesting of the acquisition of immunity in older populations.
In contrast, P. falciparum infections were not associated with the dynamics of the major vectors An. minimus and An. maculatus, but they were ~ four times more likely in recent migrants compared to the resident population. Also, there was no significant age trend in the probability to present with a P. falciparum infection as shown in previous studies in Southeast Asia [33, 34]. Further, fever was negatively associated with P. falciparum infection. Plasmodium falciparum case numbers fluctuated with agricultural seasonality, and more recent migrant (M2) patients presenting with infections were predominantly in the months of harvest season (November–December), which are characterized by an influx of labourers from Myanmar . This suggests that importation may be a major cause of P. falciparum cases. It has been shown in similar settings on the Thai–Cambodian border that seasonal labourers are at a higher risk of being infected with vivax malaria [32, 35, 36]. Although, in this study, there was no association between the occupations specified by the patients and their malaria infection status and therefore occupations were not included into the final statistical model, other studies have shown that there are occupational risks of acquiring malaria infections in this region and on the Thai–Cambodian border, e.g., forest workers [32, 37].
A significant limitation of this study is that it was focused on only passively detected cases. However, the findings are in agreement with the results of a recent active case detection survey on a cohort of approximately 500 individuals in the same region, where ‘no citizenship’ (likely to be migrants) was identified as the most significant risk factor for asymptomatic malaria infections . In this sense, active parasite detection should be conducted in order to quantify and characterize the asymptomatic parasite reservoir, since asymptomatic infections have been shown to represent an important source of transmission [12, 38–40]. Gametocyte carriage was not used as an explanatory variable in the models of this work as the gametocyte data were very scarce. However, future studies should include gametocytaemia as a factor for association with transmission.
The present study emphasizes the importance of mosquito surveillance. Several An. minimus mosquitoes were found positive for P. vivax and one An. maculatus mosquito was found positive for P. falciparum. Upscaled trapping studies may allow for the inclusion of sporozoite rates in the different mosquito populations into statistical models. Even though in this study An. minimus and An. maculatus constituted 85% of the captured vector population, other vectors, especially the deep forest vector An. dirus, should not be ignored as it has been shown to contribute significantly to transmission . However, in the present study An. dirus represented <0.5% of the captured vector population as trapping was conducted inside the village. It is noteworthy that An. minimus and An. maculatus exhibit both anthropophilic and zoophilic biting behaviours. Therefore, fluctuation of cattle populations with the cattle trade may also affect the dynamics of these mosquito vectors . The mobile cattle population may also cause a significant influx of infected mosquitoes. The contribution of these potentially ‘mosquito-imported’ infections should be further investigated through entomological studies.
Entomological surveillance and its association with passive case detection data provided important insights into P. falciparum and P. vivax transmission on the Thai–Myanmar border. This study shows that P. falciparum infections were more concentrated in the recent migrant population and that the seasonality of P. falciparum cases mirrors that of agricultural activity. It can therefore be speculated that P. falciparum may be mostly imported. In contrast, P. vivax cases were significantly associated with the dynamics of the local mosquito population and less with migrant status, strongly suggesting local transmission. These findings suggest that P. vivax elimination may require considerably greater efforts than P. falciparum elimination and that sustained, well coordinated, border-transcending malaria control will be required to attain elimination status in this area and contain the expansion of drug resistance.
PS, LC and JSA conceived and designed the study. PS, JSI, YS, and KK collected data. SK, PS and IM analysed data. PS, SK, IM, JSA, and LC wrote the original draft. All authors read and approved the final manuscript.
This study was supported by Grants (U19AI089672 and D43TW006571) from the National Institutes of Health. PS was supported by an Asia Pacific Malaria Elimination Network (APMEN) fellowship 2014. SK is supported by an NHMRC Early Career Fellowship (#1052760). IM is supported by an NHMRC Senior Research Fellowship (#1043345). We would like to acknowledge assistance with data collection by the staff of the Department of Public Health in Tha Song Yang District, Tak Province, Thailand.
The authors declare that they have no competing interests.
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