- Open Access
Evaluation of CareStart™ malaria Pf/Pv combo test for Plasmodium falciparum and Plasmodium vivax malaria diagnosis in Butajira area, south-central Ethiopia
© Woyessa et al.; licensee BioMed Central Ltd. 2013
- Received: 6 May 2013
- Accepted: 24 June 2013
- Published: 27 June 2013
Malaria is a major public health problem in Ethiopia. Plasmodium falciparum and Plasmodium vivax co-exist and malaria rapid diagnostic test (RDTs) is vital in rendering parasite-confirmed treatment especially in areas where microscopy from 2008 to 2010 is not available. CareStartTM Malaria Pf/Pv combo test was evaluated compared to microscopy in Butajira area, south-central Ethiopia. This RDT detects histidine-rich protein-2 (HRP2) found in P. falciparum, and Plasmodium enzyme lactate dehydrogenase (pLDH) for diagnosis of P. vivax. The standard for the reporting of diagnostic accuracy studies was complied. Among 2,394 participants enrolled, 10.9% (n=87) were Plasmodium infected (household survey) and 24.5% (n=392) health facility-based using microscopy. In the household surveys, the highest positivity was caused by P. vivax (83.9%, n=73), P. falciparum (15.0%, n=13), and the rest due to mixed infections of both (1.1%, n=1). In health facility, P. vivax caused 78.6% (n=308), P. falciparum caused 20.4% (n=80), and the rest caused by mixed infections 1.0% (n=4). RDT missed 9.1% (n=8) in household and 4.3% (n=17) in health facility-based surveys among Plasmodium positive confirmed by microscopy while 3.3% (n=24) in household and 17.2% (n=208) in health facility-based surveys were detected false positive. RDT showed agreement with microscopy in detecting 79 positives in household surveys (n=796) and 375 positives in health centre survey (n=1,598).
RDT performance varied in both survey settings, lowest PPV (64.3%) for Plasmodium and P. falciparum (77.2%) in health centres; and Plasmodium (76.7%) and P. falciparum (87.5%) in household surveys. NPV was low in P. vivax in health centres (77.2%) and household (87.5%) surveys. Seasonally varying RDT precision of as low as 14.3% PPV (Dec. 2009), and 38.5% NPV (Nov. 2008) in health centre surveys; and 40-63.6% PPV was observed in household surveys. But the influence of age and parasite density on RDT performance was not ascertained. Establishing quality control of malaria RDT in the health system in areas with low endemic and where P. falciparum and P. vivax co-exist is recommendable. CareStartTM RDT might be employed for epidemiological studies that require interpreting the results cautiously. Future RDT field evaluation against microscopy should be PCR corrected.
- CareStartTM RDT
In Ethiopia, approximately 68% of the recently estimated 92 million total population, about 63 million people, is at risk of malaria infection [1, 2]. Typically malaria is seasonal and unstable , and consequently epidemics of different magnitude were common in the past [3–5]. Even though the occurrence of all human malaria parasites is reported, Plasmodium falciparum and Plasmodium vivax are epidemiologically the most important malaria parasites in the country . Plasmodium falciparum has been the major causes of high case fatality. Since 2005, the National Malaria Control Programme intensified the deployment of key malaria interventions including artemisinin-combination therapy (ACT), malaria rapid diagnostic tests (RDTs), and vector control measures . Thus, in recent years, malaria burden decreased [7, 8], and large-scale epidemics were absent .
Malaria RDTs were introduced as one of the diagnostic methods following the revision of malaria diagnosis and treatment guideline in 2004 . The principle of a RDT is to capture malaria antigen from peripheral blood flowing across a membrane containing specific anti-malaria antibodies. Thus, there are different types of RDTs depending on the antigen they target: those targeted to histidine-rich protein-2 (HRP-2) only detect P. falciparum, those which target the parasite enzyme lactate dehydrogenase (LDH) and aldolase that can detect non- falciparum from mixed infection. LDH test uses either monoclonal antibodies which react with LDH of all species including P. falciparum (or known as Pan-LDH), or antibodies specific for P. falciparum LDH [11–13]. RDTs can also detect P.vivax-specific LDH.
RDTs for detection of only P. falciparum were recommended , and have been used at health posts in Ethiopia since 2005 [14, 15]. However, RDTs that detect HRP-2 have got some practical limitations and guide treatment [13, 16]. Following the intensive malaria interventions since 2005, the dominance of P. vivax was documented in some highland areas [17, 18]. At community level malaria diagnosis and treatment using RDTs target P. falciparum, and consequently P. vivax may be misdiagnosed as malaria negative and treated based on clinical grounds. Moreover, World Health Organization (WHO) recommends that malaria case management be based on parasite-based diagnosis . Thus, the introduction of RDTs targeted to detect both P. falciparum and P. vivax is helpful in improving the early diagnosis and treatment of malaria at peripheral areas. CareStart™ Malaria Pf/Pv combo test was among multi-species detecting RDT according to WHO product testing . Various field evaluations of CareStart™ Malaria Pf/Pv combo test were underway since 2007 in different parts of Ethiopia [21–25]. However, in general, malaria diagnostics have performed differently across eco-epidemiological settings, leading to varying estimates of agreement between tests [26–28].
There is paucity of information regarding the precision of malaria RDTs in the low-endemic highland zones of Ethiopia. Therefore, the present study was aimed at evaluating the performance of CareStart™ at health centres and concurrent surveys in highland areas of south-central Ethiopia.
Study area and population
This study was conducted in Butajira area, situated 130 km south of Addis Ababa, in six of ten kebele s (the smallest administrative unit) part of the Demographic Surveillance site (DSS) of Butajira Rural Health Programme (BRHP) , and administratively located in Meskan District, Gurage Zone, Ethiopia. Butajira Town is the base of the BRHP-DSS, which is located along Addis Ababa-Hosaena highway and 50 km West of Ziway Town, adjacent to Ziway Lake in the Rift Valley. The study area is situated in intermediate highland zone with elevation of between 1,800 and 2,300 meters above sea level (masl). Moreover, the study area was part of the Ethiopian Malaria Prediction System project . The detailed description of the study area was presented in another recent study .
There were 58,335 people living in the BRHP-DSS in 2008 and half (50.1%, n = 29,243) of the population were female. Of those 26,834 (46%) people lived in the study area. Malaria is endemic in the area with frequent outbreak that caused significant cases and deaths as documented previously . The local population get in-patient services at Butajira Zonal Hospital (a public-owned), which is located in Butajira Town, and Mercy Hospital (a non-governmental organization situated about 10 km outside the town). In addition, out-patient services are obtained from Butajira, Enseno, and Hamus Gebeya health centres as well as at private clinics. Moreover, each study kebele has a health post. Drug venders are also available in Butajira Town.
This study was conducted while the National Malaria Control Program of Ethiopia has initiated various local academic and research institutions for field evaluation of RDTs that could detect multi-species and replace RDTs that only detect P. falciparum. Thus, CareStartTM Malaria Pf/Pv combo test was among the options for the field evaluation before introducing to malaria control program of the country.
Survey design and sampling
A prospective household and health facility-based surveys were conducted to assess the performance of CareStart™ Malaria Pf/Pv combo test in reportedly febrile cases between 2008 and 2010. Six rural kebeles such as Hobe, Bati Lejano, Dirama, Shershera Bido, Yeteker and Wurib were randomly selected. A total of 750 households were selected randomly from those kebeles, using probability proportion to size (PPS) sampling. Individuals with the history of fever in the previous 48 hours of the survey period were included in both household and health facility-based surveys. Febrile cases visiting outpatient department (OPD) suspected of malaria cases at Butajira and Enseno health centres were recruited. In general, this study complied with Standards for Reporting of Diagnostic Accuracy guidelines (STARD) to improve the quality of reporting .
Data collection was done using pre-tested structured questionnaire and format prepared for this purpose. Pre-testing of the data collection tool was performed in an adjacent kebele but outside the study area. Intensive training of data collectors and supervisors was conducted. All data collectors were supplied with a training manual and field guide. Data collectors and supervisors for both the household and health facility-based surveys were recruited from local public health facilities. BRHP-DSS enumerators and supervisors did household interview in the baseline household survey, and guided and facilitated the data collection in the follow up of household surveys. A coordinator of the Butajira base facilitated recruitment of data collectors and supervised the data collection with the principal investigator (AW).
The health facility-based survey was organized as a research team of four health personnel assigned from the same health centre. Overall, the study was supervised by the principal investigator (AW), a laboratory technician, and two OPD staffs were the member of the team. A health centre head was responsible for coordination of the survey. Those OPD staffs each assigned to screen malaria suspected febrile cases at pediatric and adult OPD separately. During the data collection, participants were requested for blood specimen to be screened for malaria parasite using CareStart™ Malaria Pf/Pv combo test (Access Bio, Inc., New Jersey, USA; LOT H28: V, Expiry July 2010). In addition, thin and thick film was prepared immediately for microscopic examination. CareStart™ RDTs are individually packaged with alcohol swab, lancet, capillary tube, buffer, and test device.
Both blood slides and the RDT devices were given identical code for later comparison of results. Specimen collection and reporting result for the malaria RDT was performed using the recommended procedures by the company . First, 5 μl of blood specimen was added into sample well of the test device using a capillary supplied with the kit for this purpose. Second, two drops of assay buffer was added into the buffer well. The results of CareStart™ were declared within 20 minutes, while thin and thick films were kept for later examination using microscopy. The RDT result was recorded along a registry book using the participant code.
Then, thin and thick films were prepared and Giemsa-stained for comparison using light microscopy. Blood specimen processing, examination, and reporting of results were performed using standard guidelines . In brief, the smears were air dried, placed in slide boxes, and examined by a trained microscopist at the field laboratory in Butajira. Thin films were fixed with methanol, and both thin and thick films were stained with 3% Giemsa stain for 30 min. Microscopic examination was done at 1,000× magnification. During the microscopic examination, a slide was regarded as negative after 100 fields had been examined without finding any parasites. When slides were Plasmodium positive, asexual parasite count was performed using standard procedures of light microscopy as recommended by World Health Organization . The number of asexual parasites per 200 white blood cells (WBCs), or 500 WBCs for low density infections, were used to compute the number of asexual parasites per μl of blood, assuming a standard count of 8,000 WBCs per μl of blood .
CareStart™ Malaria Pf/Pv combo RDT and interpretation of the test
CareStart™ Malaria Pf/Pv combo test contains a membrane strip, which is pre-coated with two monoclonal antibodies as two separate lines across a test strip. One monoclonal antibody (test line 2) is specific to pLDH of P. vivax. Other lines (test line 1) is printed with a monoclonal antibody specific to HRP2 of P. falciparum, and the control area (line 3). So, the CareStart™ Malaria Pf/Pv combo test is designed for the differential diagnosis between P. vivax and P. falciparum. The following five options including the presence of: i) two bands (one band in the control area and another band in the “1” area) indicates a positive result for P. falciparum; ii) two colour bands (one band in the control area and another band in the “2” area) indicates a positive result for P. vivax; iii) three colour bands (bands in the control area, “1” area and “2” area) indicates a positive result for mixed infection for P. falciparum and P. vivax; iv) only one band in the control area within the result window indicates a negative result; and v) the test is invalid if the line in the control area does not appear were used in the interpretation of RDT results . In addition, the intensity of bands was carefully recorded for the test positives using guidelines for interpretation of RDT results available from the manufacturing company.
Comparison with light microscopy and quality control
A malaria microscopist temporarily stationed at BRHP-DSS , did the microscopic examination using standard procedure . In the household surveys, a single slide was prepared from each individual. Thin and thick blood films from were dried and daily transported to the temporary laboratory for staining and parasite investigation. Similarly, the slides from health centres were processed and investigated for malaria parasite at the same laboratory. The malaria microscopist was blinded to malaria RDT results. Similarly, health professionals were blinded to microscopy results. Febrile cases requested for blood film to be checked for malaria using CareStart™. Study participants were sent to laboratory and duplicate slides with thin and thick films were produced simultaneously. One of the slides was used for the routine microscopic examination and results dispatched accordingly. Another slide was processed and regularly sent to the temporary laboratory at BRHP-DSS.
In order to assure quality of the microscopic examinations, in both surveys, the entire positive and 10% of the negative slides were sent to senior malaria microscopist and re-examined at Adama Malaria Control Laboratory, Adama Town, Ethiopia. In the household surveys, seven of 2,094 slides (0.3%) showed discordant results. A third reader, blinded to the previous results, re-examined the seven discrepant slides (six vivax malaria and one negative). Similar procedure was followed for the survey held at health centres. Each reader was blinded to the RDT results and others’ slide reading results. To ensure maximum participation, households with absentees were re-visited once.
This study obtained ethical approval from Institutional Review Board of the College of Health Sciences of the Addis Ababa University, and from the Ministry of Science and Technology of Ethiopia. Local health authorities at all levels also gave permission to conduct the study. Individual informed consent was obtained from adults, and from the parents or guardians of children aged less than 18 years. In addition, minors gave verbal assent. All study participants including minors had the right to refuse. Blood specimens were collected aseptically using an alcohol swab and disposable blood lancets by trained staff. All people found to be malaria positive during the survey were treated directly according to the national guideline .
Febrile patients were screened for malaria parasites on the spot using the RDT, and blood slides were also collected for the survey to investigate the nature of the malaria parasite using light microscopy. Malaria positive cases detected using malaria RDTs were treated immediately. Moreover, those found to be malaria positive on microscopy were also treated. Plasmodium vivax positives were treated with chloroquine, 25 mg/kg for three days (10 mg base per kg on days 1 and 2, and 5 mg base per kg on day 3). Artemether-lumefantrine (20 mg artemether plus 120 mg lumefantrine in a fixed dose combination) was administered, based on body weight, two times a day for three days to Plasmodium falciparum-positive patients . In addition, Coartem® and chloroquine stocks were kept at health facilities in the study area for treatment of cases that occurred between surveys.
Data management and analysis
Data entry and cleaning was done using Epi Info version 6 (Centres for Disease Control and Prevention, Atlanta, Georgia, USA) and exported to SPSS. Data analysis was performed using IBM SPSS Statistics 20. Sensitivity, specificity, positive and negative predictive values of the test was computed with 95% confidence interval (CI) by taking malaria microscopy as reference.
The kappa statistic or agreement between the test and microscopy was calculated using data observed and probability of expected as recommended . A kappa value of 1 indicates perfect agreement, whereas a kappa of 0 indicates agreement equivalent to chance. The other kappa values of 0.81-0.99 (almost perfect), 0.61-0.80 (substantial), 0.41-0.60 (moderate), 0.21-0.40 (fair), 0.01-0.20 (slight), and <0 (less than chance) agreements were used for interpretation . The evaluation of the performance of the test was based on requirement that RDTs must achieve, which is expected to be ≥ 95% sensitivity and >90% specificity to be useful diagnostic . The results from January-February 2010 and June 2010 surveys was excluded from analysis of age and seasonal variation of RDT performance because of finding null and a single malaria positive, respectively.
Characteristics of study participants
The evaluation of CareStartTM performance was based on self-reported 2,394 febrile cases from public health facilities (66.8%, n = 1,598) and household surveys (33.2%, n = 796). The participants’ mean (±SD) age was 13.9 ± 13.0 (from one month to 70 years), and median 10 years in health centre surveys, and 19.7 ± 18.2 (from one month to 99 years) with median 13 years in household surveys. More participants were recruited from Enseno Health Centre (73.7%, 1,178 of 1,598) than from Butajira Health Centre (26.3%, 420 of 1,598) in health facility-based surveys. A total of 31 infants (six from household and 25 from health centre surveys) were suspected for malaria screened (Data not shown).
Seasonal variation of malaria suspected cases observed in both survey settings, which was higher during October-November 2008 in household surveys, and October 2009 and November 2009 at health centres (Figure 1).
Microscopy and RDT showed agreement for 79 positives in household and 375 positives in health centre survey results. RDT missed 9.1% (n = 8) in household and 4.3% (n = 17) in health facility-based surveys among Plasmodium positive confirmed by microscopy. Similarly, 3.3% (n = 24) in household and 17.2% (n = 208) in health facility-based surveys were detected false positive. No invalid test results were observed (Figure 2).
Characteristics of study participants in household and health facility-based surveys, Butajira area, Ethiopia, 2008-2010
Household survey (N = 796), n%
Microscopy positive (n = 87), n(%)
Health centres (N = 1,598), n (%)
Microscopy positive (n = 392), n(%)
RDT compared to microscopy
Performance of CareStartTM Malaria Pf/Pv combo test in household and health facility-based surveys, Butajira area, Ethiopia, Oct.2008-Jun. 2010
Moreover, lowest PPV was determined in overall Plasmodium (64.3%) and P. falciparum (77.2%) in health facility; and overall Plasmodium (76.7%) and P. falciparum (87.5%) in household surveys. Negative predictive value of the test was good in both overall Plasmodium and P. falciparum. However, lowest NPV was found in P. vivax in both health facility (77.2%) and household (87.5%) surveys. The test and microscopy showed almost perfect agreement for household and health centres surveys (Table 2).
Factors affecting RDT performance
Precision of RDT in different age groups using household surveys is presented in Figure 5. Low sensitivity was seen in <5 aged (84.6%) and 5-9 aged (89.5%) children compared to older children, 10-14 years (100%) and ≥15 years (95.4%). However, good specificity with almost similar precision (94.7-97.5%) was revealed in different age categories; and low PPV (67.7-89.3%), and highest NPV (97.3-100%) was determined. In health facility-based surveys, RDT demonstrated persistently good sensitivity (95.2-100%) in children aged between <5 and 10-14 years, except 93.3% in ≥15 years. Low specificity (72.4%-84.9%) and PPV (59.7-71.4) was observed in all age groups, extremely low PPV in <5 and ≥15 years (Figure 6). NPV was the highest throughout the survey in both survey settings.
Comparison of asexual parasite count per micro-liter (p/μl) and RDT result in health centres and household surveys, Butajira area, Ethiopia, 2008-2010
Plasmodium vivax(n = 220)
Plasmodium falciparum(n = 85)*
Health centres visit
RDT negative, n
RDT positive, n
RDT negative, n
RDT positive, n
Total, n (%)
Plasmodium vivax (n = 68)
Plasmodium falciparum (n = 13)
RDT negative, n
RDT positive, n
RDT negative, n
RDT positive, n
Total, n (%)
This study found varying precision of CareStart™ RDT to detect P. falciparum and P. vivax in “active” and clinical settings of highland-fringe areas of south-central Ethiopia. A greater proportion of RDTs than slides gave positive result for Plasmodium. In the survey, the test showed low sensitivity and high specificity for P. falciparum, but vice versa for P. vivax. The test revealed lower PPV for P. falciparum and lower NPV for P. vivax. Overall, season substantially influences RDT precision with good sensitivity at health facilities compared to household survey. However, specificity was found to be low in both settings with comparable results. Interestingly, better NPV obtained unlike lowest PPV in both survey settings. RDT showed low sensitivity in children aged below 10 years. No strong evidence for contribution of low parasite density for missed Plasmodium detection by the test product.
This study has got some limitations. This study used light microscopy for comparison of performance of RDT, in spite of its shortcomings related to variable techniques in specimen preparation and slide reading, and mainly the level of expertise of the examining microscopist . Thus, PCR could be the ideal gold standard in RDT evaluation , as applied in recent studies [38, 39]. The use of PCR appears plausible in hypoendemic areas like the present study area . There might be a possibility of multiple enrollments of participants between the two survey settings. Some of the strengths of this study include generating large sample data in different seasons at highlands of low malaria endemicity unlike other studies recent studies. RDT evaluation was performed using well trained and competent health personnel at different settings. It is believed that the strengths of this study outweigh the limitations. Thus, conclusions drawn and recommendations suggested are considerably valuable both in improving malaria control efforts and future research endeavor.
The present finding of low sensitivity for P. falciparum (87.5%) and P. vivax (92.8%) using CareStart™ RDT is comparable with a study conducted in south-west (85.6% for P. falciparum, and 85.0% for P. vivax) and North-West (92.9% for P. falciparum, 90.9% for P. vivax) Ethiopian highland areas [21, 24]. But the present finding reported lower sensitivity compared to other studies in South (99.4% for P. falciparum and P. vivax); North-East (98.5% P. falciparum and 98.0% for P. vivax); and South-West (96.4% for P. falciparum, and 95.3% for P. vivax) Ethiopia [22, 23, 25]. The low PPV value obtained in this study is in line with a study in South-West Ethiopia , and in low endemicity areas elsewhere .
The varying RDT performance in different seasons in the present household survey is generally consistent with another study in hypoendemic highland zones in Kenya and Uganda . Moreover, the finding of low PPV and temporally varying correspondingly with prevalence using household survey is in agreement with other studies [26, 40]. However, the results with good sensitivity and specificity from health facility were consistent with other studies done at health facilities [22, 23, 25]. The present finding of the lowest PPV and NPV during two months, November and December 2009, end of malaria transmission season normally in most parts of Ethiopia. The present result is in line with a recent study . The finding of less variability in RDT performance in different age categories is consistent with an evidence that showed age has no effect on malaria RDT performance .
Various factors such as clinical and epidemiologic characteristics of the study populations, reference standards and products of different lots influence the results of RDT-based diagnosis [11, 13, 16]. Thus, comparison of RDT results difficult. Similarly, the present study used data generated from large population and varying transmission seasons. However, field evaluation of CareStart™ RDT precision used a short duration of peak malaria transmission.
The present finding of low sensitivity of P. vivax (health facilities) and P. falciparum (survey) disagrees with other studies that consistently found multi-species RDTs to better detect P. falciparum infection than non-falciparum infection, most probably P. vivax[12, 42]. The low sensitivity in health centres for P. vivax may be interpreted as due to low performance of multi-species RDTs for this species. The low sensitivity obtained in this study may be explained by several factors pertinent to the manufacturing process and environmental conditions [11, 16, 20]. The present study was performed in highland area with no extreme weather condition.
In addition, low-prevalence, or hypoendemic, malaria poses particular diagnostic challenges since low population prevalence reduces the PPV of tests . Moreover, test sensitivity suffers when parasite densities within individual infections are low . The hypoendemicity diminishes test sensitivity, as well as the PPV . Very low overall prevalence of malaria was found in the present study area , which is known to influence RDT performance as reported .
The varying performance of sensitivity for P. falciparum and P. vivax for survey and health facility might be interpreted as the difference in clinical condition of patients. Study participants visiting health facilities might be clinically more specific than otherwise. Review evidences showed that higher RDT sensitivity in studies involving patients seeking relief from moderate to severe disease in clinical settings while low RDT sensitivity in studies that enrolled patients by means of “active” case finding [11, 41].
The RDT had low NPV for P. vivax at both survey and health centres. A past study showed that less sensitive for non-P. falciparum than for P. falciparum. There is rich evidence that extremely low sensitivity for both HRP-2 and p-LDH tests and batch specific problems were suspected . This implies that RDT missed some malaria cases or false negatives were higher. Review evidence cited a study that occasional false negative results may be caused by: (i) deletion or mutation of the HRP-2 gene; (ii) anti-HRP-2 antibodies in humans may explain why some tests were negative despite significant parasitemia; and (iii) presence of an inhibitor in the patient’s blood preventing development of the control line . The present finding of low PPV in P. falciparum is likely due to sequestration . False positive RDT results occur in a few percent of tests, which can be due to cross-reactivity with rheumatoid factor in blood [16, 20]. Cross-reactivity with heterophile antibodies may also occur .
In conclusion, it appears plausible to put malaria RDT quality control system in place for health systems operating in highlands with low endemicity and seasonally varying transmission where P. falciparum and P. vivax co-exist. CareStart™ RDT could be used for epidemiological studies and results interpreted cautiously by considering its seasonal variation. Future research targeted to RDT evaluation should consider the use of a more sensitive reference standard such as PCR.
The authors would like to thank data collectors and coordinators of the survey from public health facilities in Butajira area. Authors sincerely thank malaria microscopists from Adama Malaria Control Laboratory and Ethiopian Health and Nutrition Research Institute for their hard working and enthusiasm during the study. Authors thank Access Bio, Inc. (New Jersey, USA) for the supply of CareStart™ malaria RDT used for this study. The authors also thank the National Malaria Control Unit for supplying artemether-lumefantrine used during the study. This work is part of a PhD study (AW) our thank goes to the in anonymous reviewers for this manuscript for their inputs and comments. We acknowledge the Norwegian Programme for Development, Research and Education (NUFU) and Bergen University, Norway for funding this study as part of the Ethiopian Malaria Prediction System Project.
- MOH: National malaria guidelines. 2012, Addis Ababa: Ministry of Health of EthiopiaGoogle Scholar
- CIA: Ethiopia, The world fact book, Retrieved March 14, 2013. 2013, Internet: Central Intelligence Agency (CIA), from https://www.cia.gov/library/publications/the-world-factbook/geos/et.htmlGoogle Scholar
- Abeku T, van Oortmarssen GJ, de Vlas SJ, Habbema JDF: Spatial and temporal variations of malaria epidemic risk in Ethiopia: factors involved and implications. Acta Trop. 2003, 87: 331-340. 10.1016/S0001-706X(03)00123-2.View ArticlePubMedGoogle Scholar
- Adhanom T, Deressa W, Witten KH, Getachew A, Seboxa T: Malaria. Epidemiology and ecology of health and disease in Ethiopia. Edited by: Berhane Y, Haile-Mariam D, Kloos H. 2006, Ethiopia, Addis Ababa: Shama Books, 556-576.Google Scholar
- Negash K, Kebede A, Medhin A, Argaw D, Babaniyi O, Guintran JO, Delacollette C: Malaria epidemics in the highlands of Ethiopia. East Afr Med J. 2005, 82: 186-192.View ArticlePubMedGoogle Scholar
- MOH: National five year strategic plan for malaria prevention and control in Ethiopia: 2006-2010. 2006, Addis Ababa, Ethiopia: Ministry of HealthGoogle Scholar
- Barnes K, Chanda P, Ab Barnabas G: Impact of the large-scale deployment of artemether/lumefantrine on the malaria disease burden in Africa: case studies of South Africa, Zambia and Ethiopia. Malar J. 2009, 8 (Suppl 1): S8-10.1186/1475-2875-8-S1-S8.PubMed CentralView ArticlePubMedGoogle Scholar
- Otten M, Aregawi M, Were W, Karema C, Medin A, Bekele W, Jima D, Gausi K, Komatsu R, Korenromp E, Low-Beer D, Grabowsky M: Initial evidence of reduction of malaria cases and deaths in Rwanda and Ethiopia due to rapid scale-up of malaria prevention and treatment. Malar J. 2009, 8: 14-10.1186/1475-2875-8-14.PubMed CentralView ArticlePubMedGoogle Scholar
- MOH: National strategic plan for malaria prevention, control and elimination in Ethiopia 2010–2015. 2009, Addis Ababa, Ethiopia: Ministry of HealthGoogle Scholar
- MOH: Malaria diagnosis and treatment guideline for health workers in Ethiopia. 2004, Addis Ababa, Ethiopia: Ministry of HealthGoogle Scholar
- Bell D, Wongsrichanalai C, Barnwell J: Ensuring quality and access for malaria diagnosis: how can it be achieved?. Nature. 2006, 4: S7-S20.Google Scholar
- Endeshaw T, Gebre T, Ngondi J, Graves PM, Shargie EB, Ejigsemahu Y, Ayele B, Yohannes G, Teferi G, Messele A, Zerihun M, Genet A, Mosher AW, Emerson PM, Richards FO: Evaluation of light microscopy and rapid diagnostic test for the detection of malaria under operational field conditions: a household survey in Ethiopia. Malar J. 2008, 7: 118-10.1186/1475-2875-7-118.PubMed CentralView ArticlePubMedGoogle Scholar
- Moody A: Rapid diagnostic tests for malaria parasites. Clin Microbiol Rev. 2002, 15: 66-78. 10.1128/CMR.15.1.66-78.2002.PubMed CentralView ArticlePubMedGoogle Scholar
- Endeshaw T, Graves PM, Shargie EB, Gebre T, Ayele B, Yohannes G, Zerihun M, Genet A, Melak B, Kebede A, Jima D, Tadesse Z, Ngondi J, Mosher AW, Richards FO, Emerson PM: Comparison of parascreen Pan/Pf, paracheck Pf and light microscopy for detection of malaria among febrile patients, northwest Ethiopia. Trans R Soc Trop Med Hyg. 2010, 104: 467-474. 10.1016/j.trstmh.2010.03.003.View ArticlePubMedGoogle Scholar
- Lemma H, Byass P, Desta A, Bosman A, Costanzo G, Toma L, Fottrell E, Marrast AC, Ambachew Y, Getachew A, Mulure N, Morrone A, Bianchi A, Barnabas GA: Deploying artemether-lumefantrine with rapid testing in Ethiopian communities: impact on malaria morbidity, mortality and healthcare resources. Trop Med Int Health. 2009, 15: 241-250.View ArticlePubMedGoogle Scholar
- Wongsrichanalai C, Barcus MJ, Muth S, Sutamihardja A, Wernsdorfer WH: A Review of malaria rapid diagnostic tools: microscopy and rapid diagnostic test (RDT). Am J Trop Med Hyg. 2007, 77: 119-127.PubMedGoogle Scholar
- Alemu A, Abebe G, Tsegaye W, Golassa L: Climatic variables and malaria transmission dynamics in Jimma Town, South West Ethiopia. Parasit Vectors. 2011, 4: 30-10.1186/1756-3305-4-30.PubMed CentralView ArticlePubMedGoogle Scholar
- Gemeda A, Wakgari D, Ahmed A, Lindtjørn B: Shifting to Plasmodium vivax dominance at highlands of Ethiopia following the countrywide intensive use of artemether-lumefantrine throughout endemic areas since 2005: Can we neglect the role of climate and relapse cases?. 2012, Addis Ababa, Ethiopia: 13th World Congress on Public Health; April 23-27Google Scholar
- WHO: The use of malaria diagnostic tests. 2006, Geneva, Switzerland: World Health OrganizationGoogle Scholar
- WHO: Malaria rapid diagnostic test performance: results of WHO product testing of malaria RDTs: Rounds 1 and 2 (2008-2009). 2010, Geneva: World Health OrganizationGoogle Scholar
- Ashton R, Kefyalew T, Tesfaye G, Counihan H, Yadeta D, Cundill B, Reithinger R, Kolaczinski JH: Performance of three multi-species rapid diagnostic tests for diagnosis of Plasmodium falciparum and Plasmodium vivax malaria in Oromia Regional State. Ethiopia. Malar J. 2010, 9: 297-10.1186/1475-2875-9-297.View ArticlePubMedGoogle Scholar
- Chanie M, Erko B, Animut A, Legesse M: Performance of CareStartTM Malaria Pf/Pv Combo tests for the diagnosis of Plasmodium falciparum and Plasmodium vivax infections in Afar Region in North East Ethiopia. Ethiop J Health Dev. 2011, 25: 206-211.Google Scholar
- Mekonnen Z, Ali S, Belay G, Suleman S, Chatterjee S: Evaluation of the performance of CareStartTM Malaria Pf/Pv Combo rapid diagnostic test for the diagnosis of malaria in Jimma, sothwestern Ethiopia. Acta Trop. 2010, 113: 285-288. 10.1016/j.actatropica.2009.12.001.View ArticlePubMedGoogle Scholar
- Moges B, Amare B, Belyhun Y, Tekeste Z, Gizachew M, Workineh M, Gebrehiwot A, Wodeyohannes D, Mulu A, Kassu A: Comparison of CareStartTM HRP2/pLDH COMBO rapid malaria test with light microscopy in north-west Ethiopia. Malar J. 2012, 11: 234-10.1186/1475-2875-11-234.PubMed CentralView ArticlePubMedGoogle Scholar
- Sharew B, Legesse M, Animut A, Jima D: Evaluation of the performance of CareStart™ malaria Pf/Pv combo and ParacheckPf tests for the diagnosis of malaria in wondo genet, southern Ethiopia. Acta Trop. 2009, 111: 321-324. 10.1016/j.actatropica.2009.05.014.View ArticlePubMedGoogle Scholar
- Abeku T, Kristan M, Jones C, Beard J, Mueller DH, Okia M, Rapuoda B, Greenwood B, Cox J: Determinants of the accuracy of rapid diagnostic tests in malaria case management: evidences from low and moderate transmission settings in the East African highlands. Malar J. 2008, 7: 202-10.1186/1475-2875-7-202.PubMed CentralView ArticlePubMedGoogle Scholar
- Hopkins H, Kambale W, Kamya MR, Staedke SG, Dorsey G, Rosental PJ: Comparison of HPR-2 and pLDH-based rapid diagnostic tests for malaria with longitudinal follow-up in Kampala, Uganda. Am J Trop Med Hyg. 2007, 76: 1092-1097.PubMedGoogle Scholar
- Okell L, Ghani AC, Lyons E, Drakeley CJ: Submicroscopic infection in Plasmodium falciparum-endemic populations: a systematic review and meta-analysis. J Infect Dis. 2009, 200: 1509-1517. 10.1086/644781.View ArticlePubMedGoogle Scholar
- Berhane Y, Wall S, Kebede D, Emmelin A, Enquselassie F, Byass P, Muhe L, Andersson T, Deyassa N, Hogberg U, Gossaye Y, Alem A, Dehlblom K: Establishing an epidemiological field laboratory in rural areas: potentials for public health research and interventions. The Butajira Rural Health Programme 1987-1999. Ethiop J Health Dev. 1999, 13: 1-47.Google Scholar
- EMaPS: Ethiopian Malaria Prediction System. 2007, Bergen, Norway: University of BergenGoogle Scholar
- Woyessa A, Deressa W, Ali A, Lindtjorn B: Prevalence of malaria infection in Butajira area, south-central Ethiopia. Malar J. 2012, 11: 84-10.1186/1475-2875-11-84.PubMed CentralView ArticlePubMedGoogle Scholar
- Deressa W, Fantahun M, Ali A: Malaria-related mortality based on verbal autopsy in an area of low endemicity in a predominantly rural population in Ethiopia. Malar J. 2007, 6: 128-10.1186/1475-2875-6-128.PubMed CentralView ArticlePubMedGoogle Scholar
- Bossuyt P, Reitsma JB, Bruns DE, Gatsonis CA, Glasziou PP, Irwig LM, Moher D, Rennie D, de Vet HCW, Lijmer JG: The STARD statement for reporting studies of diagnostic accuracy: explanation and elaboration. Clin Chem. 2003, 49: 7-18. 10.1373/49.1.7.View ArticlePubMedGoogle Scholar
- Access Bio Inc: CareStart™ Malaria Pf/Pv combo test. 2008, New Jersey, USA: Access Bio Inc,http://www.accessbionet/English/index.html,Google Scholar
- WHO: Basic Malaria Microscopy: Part I. 1991, Geneva, Switzerland: The World Heath OrganizationGoogle Scholar
- Viera A, Garrett JM: Understanding interobserver agreement: The Kappa Statistic. Fam Med. 2005, 37: 360-363.PubMedGoogle Scholar
- WHO: WHO expert committee on malaria 20th Report. WHO Technical Report Series 892. pp. 71. 2000, Geneva: World Health Organization, 71-Google Scholar
- Heutmekers M, Gillet P, Maltha J, Scheirlinck A, Cnops L, Bottieau E, van Esbroeck M, Jacobs J: Evaluation of the rapid diagnostic test CareStart Malaria (pf-pLDH/pan-pLDH) for the diagnosis of malaria in a reference setting. Malar J. 2012, 11: 204-10.1186/1475-2875-11-204.PubMed CentralView ArticlePubMedGoogle Scholar
- Maltha J, Gillet P, Bottieau E, Cnops L, van Esbroeck M, Scheirlinck A, Jacobs J: Evaluation of the rapid diagnostic test (CareStartTM Malaria HRP-2/pLDH/(Pf/pan) Combo Test) for the diagnosis of malaria in a reference setting. Malar J. 2012, 9: 171-View ArticleGoogle Scholar
- Schachterle S, Mtove G, Levens JP, Clemens EG, Shi L, Raj A, Munoz B, Reller ME, West S, Dumler JS, Sullivan D, PRET Project Team: Prevalence and density-related concordance of three diagnostic tests for malaria in a region of Tanzania with hypoendemic malaria. J Clin Microbiol. 2011, 49: 3885-3891. 10.1128/JCM.01157-11.PubMed CentralView ArticlePubMedGoogle Scholar
- Murray C, Gasser RA, Magill AJ, Miller RS: Update on rapid diagnostic testing for malaria. Clin Microbiol Rev. 2008, 21: 97-110. 10.1128/CMR.00035-07.PubMed CentralView ArticlePubMedGoogle Scholar
- Hopkins H, Bebell L, Kambale W, Dokomajilar C, Rosenthal PJ, Dorsey G: Rapid diagnostic tests for malaria at sites of varying transmission intensity in Uganda. J Infect Dis. 2008, 197: 510-518. 10.1086/526502.View ArticlePubMedGoogle Scholar
- Brenner H, Gefeller O: Variation of sensitivity, specificity, likelihhod ratios and predictive values with disease prevalence. Stat Med. 1997, 16: 981-991. 10.1002/(SICI)1097-0258(19970515)16:9<981::AID-SIM510>3.0.CO;2-N.View ArticlePubMedGoogle Scholar
- Iqbal J, Muneer A, Khalid N, Ahmed MA: Performance of the OptiMAL test for malaria diagnosis among suspected malaria patients at the rural health centers. Am J Trop Med Hyg. 2003, 68: 624-628.PubMedGoogle Scholar
- Dondorp A, Desakorn V, Pongtavornpinyo W, Sahassananda D, Silamut K, Chotivanich K, Newton PN, Pitisuttithum P, Smithyman AM, White NJ, Day NPJ: Estimation of the total parasite biomass in acute falciparum malaria from plasma PfHRP2. PLoS Med. 2005, 2: e204-10.1371/journal.pmed.0020204.PubMed CentralView ArticlePubMedGoogle Scholar
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