- Open Access
Monitoring for Plasmodium falciparum drug resistance to artemisinin and artesunate in Binh Phuoc Province, Vietnam: 1998-2009
© Thanh et al; licensee BioMed Central Ltd. 2010
- Received: 15 March 2010
- Accepted: 24 June 2010
- Published: 24 June 2010
Artemisinin derivatives have been used for malaria treatment in Vietnam since 1989. Reported malaria cases have decreased from 1,672,000 with 4,650 deaths in 1991, to 91,635 with 43 deaths in 2006. Current national guidelines recommend artemisinin-based combination therapy (ACT), although artesunate is still available as monotherapy through the private sector. Recent reports suggest that effectiveness of ACT and artesunate monotherapy has declined in western Cambodia. This study examined Plasmodium falciparum resistance patterns over 10 years in southwest Vietnam in infected patients treated with artemisinin compounds.
The study was conducted in two communes in Phuoc Long district, Binh Phuoc province, 100 km west of the Cambodian border. This was chosen as a likely site for emerging artemisinin resistance because of the high prevalence of P. falciparum malaria, and the length of time that artemisinin had been in use. In vivo and in vitro monitoring of P. falciparum susceptibility to anti-malarial drugs was conducted in 1998, 2001, 2004/5, and 2008/9. Patients with confirmed P. falciparum malaria received therapy with 5 or 7 days of artemisinin (1998 and 2001 respectively) or 7 days of artesunate
In the four surveys, 270 patients were recruited and treated. The mean parasite clearance times differed between 1998, 2001 and 2004/5 (1.8, 2.3 and 2.1 days, P < 0.01) but not between 1998 and 2008/2009. The mean parasite clearance times were correlated with parasite density at day 0 (r = 0.4; P < 0.001). Treatment failure rates after PCR adjustment were 13.8%, 2.9%, 1.2%, and 0% respectively. Susceptibility of P. falciparum to artemisinin in in vitro tests was stable during the period, except for a rise in EC90 and EC99 in 2001.
This study showed stable levels of P. falciparum sensitivity to artemisinin compounds in the two sites over a ten-year period. The introduction of ACT in this area in 2003 may have protected against the development of artemisinin resistance. Adherence to the latest WHO and Vietnamese guidelines, which recommend ACT as first-line therapy in all malarious areas, and continued monitoring along the Vietnam-Cambodia border will be essential to prevent the spread of artemisinin resistance in Vietnam.
- Falciparum Malaria
The global burden of malaria has increased during the last decade and in 2006 there were an estimated 247 million cases and 881,000 deaths worldwide . Multi-drug resistance has increasingly become a major impediment to malaria control, although the discovery and evaluation of artemisinin in China in the l970's has strengthened global efforts to combat malaria. WHO now recommends that uncomplicated P. falciparum malaria be treated with artemisinin-based combination therapy (ACT) to prevent recrudescence and to delay the selection of resistant strains . The emergence of artemisinin resistance would severely limit treatment options and recent reports from Cambodia confirm that this has already occurred in isolated locations [3–5].
In Vietnam, artemisinin derivatives have been used for malaria treatment since 1989. Reported malaria cases have diminished from 1,672,000 clinical cases with 4,650 deaths in 1991, to 91,635 with 43 deaths in 2006[6, 7]. In spite of current national guidelines recommending ACT, artemisinin and artesunate are still available as monotherapy through the private sector (personal communication N. T. Tien). Self-treatment using anti-malarial drugs purchased from private pharmacies may result in inadequate treatment regimes and the use of poor quality medicines, practices that favour the emergence of drug resistance [8, 9].
In 1998, the National Institute for Malariology, Parasitology and Entomology (NIMPE) and researchers at the University of Melbourne commenced monitoring in sentinel sites in Vietnam to examine drug resistance trends[10–12]. In Binh Phuoc province, the monitoring sites were located approximately 100 km from the Cambodian border. In this study, sensitivity to artemisinin and artesunate was investigated in two sites in Binh Phuoc province over 10 years. The in vivo and in vitro results are presented for drug resistance monitoring surveys in 1998, and 2001 in Phuoc Trung commune, and in 2004/5 and 2008/9 in Bu Gia Map commune.
Recruitment of study participants
In vivo drug resistance monitoring surveys were performed in September to November 1998 and 2001, December 2004 to November 2005, and in September 2008 to March 2009, according to the WHO protocol current at the time [13, 14]. It was expected that between 50 and 75 patients would be recruited in each survey.
Patients presenting to the commune health centre with uncomplicated P. falciparum malaria, who were aged three years and above and had asexual parasitaemia between 1,000 and 200,000 parasites per μl were invited to participate in the study. All participants 16 years and above, and carers of those under 16 years, provided written informed consent. Exclusion criteria included pregnancy, vomiting more than twice in the previous 24 hours, a convulsion in the previous 24 hours, or a history of allergy to artemisinin or derivatives. Patients who had received quinine, artemisinin or derivatives within the last seven days, 4-aminoquinolines within the last 14 days, pyrimethamine and/or sulphonamides within the last 28 days, or mefloquine within the last 56 days, were excluded from the study. The parasite clearance time was defined as the time from the initiation of therapy until the first negative blood film that remained negative for 48 hours.
Blood samples were collected from all P. falciparum positive cases before treatment, Blood smears were made each day until two consecutive slides were negative and on Day 7, 14, 21, 28, as well as from those who returned with malaria symptoms. Blood was drawn by venipuncture into a vacutainer tube containing EDTA. Thick and thin blood smears were examined after staining with 5% Giemsa. Parasitaemia was estimated by counting the number of asexual parasites per 1,000 leucocytes in the thick blood film, and estimates assumed a mean count of 8,000 leucocytes/μl.
Treatment of malaria and follow-up
Participants were treated with artemisinin for 5 days in 1998 (20 mg/kg on Day 0, 10 mg/kg on Day 1-4) (Mediplantex, Hanoi, Vietnam), artemisinin for seven days in 2001 (20 mg/kg on Day 0, 10 mg/kg on Day 1-6) (Mediplantex, Hanoi, Vietnam), artesunate for seven days in 2004/5 (4 mg/kg on Day 0, 2 mg/kg on Day 1-6) (Guilin Pharma, Guilin, China; supplied by WHO), and artesunate for seven days in 2008/9 (4 mg/kg on Day 0, 2 mg/kg on Day 1-6, Naphaco, Nam Dinh province, Vietnam). Naphaco is a Vietnamese manufacturer who was GMP certified after inspection by WHO in 2008. Health clinic staff directly observed all treatment doses.
Patients were observed in the health clinic for the first seven days. If the patient vomited within 30 minutes after administration, the full dose was repeated; if vomiting occurred between 30 to 60 minutes after administration, half the dose was repeated. Follow-up appointments were scheduled for days 14, 21 and 28 or if they became unwell and consisted of a physical examination, a blood sample and completion of a standardised data collection form. If treatment failure occurred, patients were treated with CV8 after blood (50 μl × 2) was collected by finger prick and transferred onto 3 MM Whatman filter paper for DNA analysis.
Treatment failure was defined according to WHO guidelines .
In vitro drug sensitivity assays
In vitro micro-test plates (WHO plates) containing chloroquine and mefloquine were prepared by Sain Penang University, Malaysia. Piperaquine, dihydroartemisinin, and artemisinin plates were freshly prepared by NIMPE using WHO guidelines, and quinine plates were obtained from WHO [10, 15, 16]. The artemisinin plates were used within three months in the 1998, and 2001 surveys, and within two weeks in 2004/2005 and 2008/9, and all plates were stored at 4°C before use.
Blood was transferred to in vitro test plates and incubated for 24 to 36 hours. One of the 12 columns on each plate was used for each patient blood sample. All the wells of the appropriate column were dosed with 50 μl of the blood/medium mixture (BMM, 1: 9). Dosing started with the control (well A) and followed an increasing order of drug concentration ending at well H (the highest concentration). The plates were placed into a candle jar and incubated at 37°C (± 0.5°C) for 24-36 hours. After incubation thick films were made from the pellet in each well of the test plate and stained with 5% Giemsa for 30 minutes. The test was considered valid if 10% or more of the parasites had reached schizont stage (three or more nuclei in the plates) within 24-36 hours. The number of schizonts per 200 parasites was used to assess maturation inhibition. Parasite isolates were classified as sensitive or resistant to a particular drug according to the drug concentration at which schizont maturation was completely inhibited [10, 15, 17].
Nested PCR was performed as described by Foley et al Nested PCR products were analyzed by electrophoresis using 2% agarose for msp-1 and msp-2 and 1.5% agarose for glurp. If the same genotype pattern was found in both samples A and B (i.e. A = primary isolate, B = recurrent isolate), the infection was most likely to be a recrudescence. In contrast, if the patterns of both samples differed, a re-infection was assumed although it is possible that a minor population of the original infection was responsible. It should also be noted that as specific parasite genotypes are highly common in this region, a subject who is infected with a genotype and then cured may be reinfected with the same genotype (and thus misclassified as a recrudescence).
Discrete data were compared using the chi-square test. Comparisons between two independent groups were made using the student's t test. Linear regression was used to assess for a trend in parasite clearance times. The correlation coefficients between the parameters of recent treatments were determined by Spearman rank correlation (r).
Consultation was undertaken between the NIMPE team and commune, district and provincial health staff. The team provided patients with information regarding the study and informed consent was documented at the time of enrolment for the surveys. The project was approved by the Human Research Ethics Committee of the National Institute of Malariology, Parasitology and Entomology (Hanoi, Vietnam), the Walter and Eliza Hall Institute of Medical Research (Melbourne, Australia) and Melbourne Health (Melbourne, Australia).
Baseline characteristics of study participants and clinical and parasite response to treatment
2004 - 2005
2008 - 2009
Antimalarial drugs 1
ART for 5 days
ART for 7 days
AS for 7 days
AS for 7 days
Source of drugs
Number of patients
22 ± 13
26 ± 13
19 ± 14
30 ± 14
38.4 ± 1.1
38.6 ± 1.1
38.1 ± 1.2
38.7 ± 1.1
Geometric mean of parasite (Range)
1,360 - 129,032
1,120 - 211,200
1,000 - 200,000
1,000 - 155,924
Fever Clearance Time (days)
1.4 ± 0.5
1 (1 - 2)
1.7 ± 0.7
2 (1 - 4)
1.4 ± 0.6
1 (1 - 3)
1.4 ± 0.5
1 (1 - 2)
Parasite Clearance time (days)
1.8 ± 0.9
2 (1 - 3)
2.3 ± 0.9
2 (1 - 3)
2.1 ± 0.7
2 (1 - 3)
1.6 ± 0.7
1 (1 - 3)
No. with recurrent parasitaemia (%)
Treatment failure after genotyping
Number of P. falciparum-infected patients (%) with parasitaemia on days 1-4 of treatment
The mean parasite clearance times were positively correlated with parasite density at day 0 (r = 0.4; P < 0.001). Overall 36.9% (24/65) patients had recrudescent parasitaemia during the 28-day surveillance period in 1998 after treatment with 5 days of artemisinin. The earliest recrudescence occurred on Day 11. Six patients had a recrudescence between days 11 and 14, 13 patients between days 15 and 21, and five patients between days 22 and 26. Twelve of the 24 patients had a further parasite recrudescence after retreatment with a five-day course of artemisinin (2 occurred between days 11 and 14, 6 between days 15 and 21 and 4 on day 22 or 23). In 2001 the treatment schedule was changed to artemisinin for seven days, and in 2004/2005 and 2008/2009, artesunate was given for seven days. In these surveys, recrudescent parasitaemia was confirmed microscopically in 7.2% (5/69), 7.3% (6/82) and 3.7% (2/54) patients respectively. The treatment failure rates after PCR confirmation were 13.8% (9/65), 2.9% (2/69), 1.2% (1/82), and 0% (0/54), in the four surveys respectively. The proportion of patients with persistent parasitaemia at day 3 was 6.2% in 1998, 8.7% in 2001, 3.7% in 2004/5 and 1.9% in 2008/9 (Table 2). There was no difference in day 3 parasitaemia between the 1998 and 2001 surveys (when artemisinin was used), or between the 2004/5 and 2008/9 surveys (when artesunate was used).
In vitro response of P. falciparum to anti-malarial drugs in the 1998, 2001, 2004/5, and 2008/9 surveys
EC50 (95% CI) 1
EC90 (95% CI)
EC 99 (95% CI)
36.7 (27.6 - 48.7)
360 (196 - 659)
24.4 (19.6 - 30.2)
177 (103 - 302)
1,562 (462 -5,279)
67.8 (56.1 - 82.0)
735 (535 - 1,272)
83.3 (66.5 - 104)
205 (143 - 293)
60 (42.2 - 85.6)
796 (347 - 1,824)
30.5 (20.4- 45.5)
937 (387 - 2,269)
13.7 (8.5 - 22.0)
126 (58.6 - 272)
17.4 (12.0 - 25.3)
92.0 (54.9 - 154)
358 (170 -756)
1.7 (1.4 - 2.2)
The mean EC50 for artemisinin was 30.5 nmol/L in 1998, 26.9 nmol/L in 2001, 13.7 nmol/L in 2004/5 and 17.4 nmol/L in 2008/9. There was a 4-fold increase in the EC99 over the three year time period 1998 to 2001, (P < 0.001) but no difference between 1998 and 2008/9 (p = 0.127), and no difference between 2004/5 and 2008/9 (p = 0.511).
This study examined P. falciparum resistance patterns over 10 years in infected patients treated with artemisinin or artesunate in two sites in Phuoc Long district, Binh Phuoc province, Vietnam, which were thought to be likely sites for emerging resistance to artemisinin due to the length of time that artemisinin-based compounds had been in use. Seven day treatment with artesunate was found to be effective in this area in 2008/9 with a recrudescence rate from 0% to < 5% and no cases of early treatment failures. There were no significant differences in fever or parasite clearance times between the surveys in1998 and 2008/9. Treatment failure rates reduced during the period. These findings were supported by in vitro testing of P. falciparum isolates, although tests in 2001 raised the possibility of reduced sensitivity to artesunate.
In the 1998 survey, patients were treated with five days of monotherapy with artemisinin compared to treatment with artemisinin or artesunate for seven days in later surveys. The recurrent parasitaemia rate of 36.9% and treatment failure rate of 13.8% confirms the lack of efficacy of this approach. Artesunate was used in the last two surveys and showed improved parasite clearance and reduced treatment failure rates compared to the first two surveys, which used artemisinin. However, the surveys were conducted at two different but nearby communes, and it is possible that the two sites had different malaria drug resistance patterns.
The reduced sensitivity to artemisinin in in vitro tests in the 2001 survey raised the possibility of increasing P. falciparum tolerance to artemisinin, although the significance of reduced parasite sensitivity in EC90 and EC99 tests is not clear. Menard et al found that 55 non-immune patients living in Bangui, Central African Republic, had parasitological cure rates of 100%, 95%, and 85% on days 14, 28, and 42, respectively. Although there were no significant differences in parasitaemia density, 50% inhibitory concentration of dihydroartemisinin, and frequency of variant MDR1 codon 86 between patients who were cured and those who displayed recrudescence, the 90% inhibitory concentration for dihydroartemisinin and the number of genotypes isolated were both higher in the recrudescent patients (five- and two-fold, respectively).
A more likely explanation for the increase in EC90 and EC99 in the 2001 survey was deterioration of artemisinin plates during the three months they were kept in the field during the survey. To overcome this possibility plates were replenished every two weeks in the 2004/5 and 2008/9 surveys. However, the reason for prolonged fever clearance time and the higher day three parasitaemia in the 2001 survey is not clear and the possibility remains that the parasites circulating at the time were more tolerant to artemisinin than in the earlier survey. The use of artesunate for treatment in the 2004/5 and 2008/9 surveys, and the introduction of ACT (CV8) as routine treatment in health centres in this district from 2003 may have decreased the chance of drug resistant P. falciparum infection being detected in the later surveys.
In vitro resistance of P. falciparum field isolates to artemether and corresponding point mutations in the SERCA-type PfATPase6 have been reported in French Guiana and Senegal . Also, artemisinin resistance has recently been described on the Cambodia-Thai border  and in Cambodia . These studies confirmed the existence of P. falciparum resistance to artesunate in the Mekong region although treatment failures with ACT remain low.
The limitations of this study included the use of different formulations and treatment regimes with artemisinin and artesunate in the four surveys. However, the design of each survey was consistent with WHO protocols, and treatment of patients was consistent with national malaria treatment guidelines that were current at the time. The first two surveys were also conducted at a different commune than the last two surveys. The two communes were about 80 Km apart and although malaria endemicity is similar at the two sites, it is possible that different patterns of drug resistant malaria emerged at each site during the study period. Anecdotal evidence from a nearby district has suggested higher levels of persistent parasitaemia on day 3, and this is currently being investigated (NV Thanh, personal communication). Another weakness was that although an adequate sample of more than 50 patients was recruited in each survey not all parasite isolates were able to be established in culture for in vitro testing. There was also considerable loss to follow-up in the 2001 survey. This and the non-random selection of patients may have biased the results.
The main strengths of the study included the long follow-up period over 10 years and the careful manner in which the surveys were conducted. For each survey, the same experienced national team was involved in recruiting, treating and monitoring patients, who were given directly observed therapy and monitored closely for the first seven days. Artemisinin plates were replenished in the field every three months in the first two surveys and every two weeks in the last two surveys reducing the likelihood of plate deterioration.
This study has shown relatively stable levels of P. falciparum sensitivity to artemisinin compounds over a ten-year period in two communes in Phuoc Long district, Binh Phuoc province, Vietnam. The introduction of ACT in 2003 may have protected against the spread of artemisinin resistance in this area. Adherence to the latest WHO and Vietnamese malaria treatment guidelines, which recommend ACT as first line therapy in all malarious areas, and consistent malaria control measures such as early microscopic diagnosis, drug resistance monitoring, provision and use of bed nets, and health worker training will be essential if the development of resistance to artemisinin-based compounds is to be prevented in Vietnam.
The authors acknowledge NIMPE and Binh Phuoc provincial and commune staff for assistance in conducting the surveys and assays. We thank the patients for taking part in the research. We are grateful to Dr. Pascal Ringwald for technical advice and reviewing the manuscript, and Pham Thi Xuyen, Marian Cravino, Beth Hilton-Thorp and Christalla Hajisava for administrative assisstance. Atlantic Philanthropy Incorporated kindly funded the project.
- WHO Database. World Malaria Report. 2008, (Accessed March 10, 2010), [http://malaria.who.int/wmr2008/malaria2008.pdf]
- WHO Database. Guidelines for the treatment of malaria. 2006, (Accessed March 10, 2010), [http://apps.who.int/malaria/docs/TreatmentGuidelines2006.pdf]
- Resistance to artemisinin derivatives along the Thai-Cambodian border. Wkly Epidemiol Rec. 2007, 82: 360Google Scholar
- Alker AP, Lim P, Sem R, Shah NK, Yi P, Bouth DM, Tsuyuoka R, Maguire JD, Fandeur T, Ariey F: PFMDR1 and in vivo resistance to artesunate-mefloquine in falciparum malaria on the Cambodian-Thai border. Am J Trop Med Hyg. 2007, 76: 641-647.PubMedGoogle Scholar
- Dondorp AM, Nosten F, Yi P, Das D, Phyo AP, Tarning J, Lwin KM, Ariey F, Hanpithakpong W, Lee SJ: Artemisinin resistance in Plasmodium falciparum Malaria. NEJM. 2009, 361: 455-467. 10.1056/NEJMoa0808859.PubMed CentralView ArticlePubMedGoogle Scholar
- le Hung Q, Vries PJ, Giao PT, Nam NV, Binh TQ, Chong MT, Quoc NT, Thanh TN, Hung LN, Kager PA: Control of malaria: a successful experience from Viet Nam. Bull World Health Organ. 2002, 80: 660-666.PubMed CentralPubMedGoogle Scholar
- Thang NDEA, le Hung X, le Thuan K, Xa NX, Thanh NN, Ky PV, Coosemans M, Speybroeck N, D'Alessandro U: Rapid decrease of malaria morbidity following the introduction of community-based monitoring in a rural area of central Vietnam. Malar J. 2009, 8: 3-3. 10.1186/1475-2875-8-3.PubMed CentralView ArticlePubMedGoogle Scholar
- Morrow MNQ, Caruana S, Biggs BA, Doan Nhan, Nong T: Pathways to malaria persistence in remote central Vietnam: a mixed-method study of health care and the community. BMC Public Health. 2009, 9: 85-10.1186/1471-2458-9-85.PubMed CentralView ArticlePubMedGoogle Scholar
- Anh NQ, le Hung X, Thuy HN, Tuy TQ, Caruana SR, Biggs BA, Morrow M: KAP surveys and malaria control in Vietnam: findings and cautions about community research. The Southeast Asian J Trop Med Public Health. 2005, 36: 572-577.PubMedGoogle Scholar
- Thanh NV, Cowman AF, Hipgrave D, Kim TB, Phuc BQ, Cong LD, Biggs BA: Assessment of susceptibility of Plasmodium falciparum to chloroquine, quinine, mefloquine, sulfadoxine-pyrimethamine and artemisinin in southern Viet Nam. Trans R Soc Trop Med Hyg. 2001, 95: 513-517. 10.1016/S0035-9203(01)90023-9.View ArticlePubMedGoogle Scholar
- Phuc BQCS, Cowman AF, Biggs BA, Thanh NV, Tien NT, le Thuan K: Prevalence of polymorphisms in DHFR, PFMDR1 and PFCRT genes of Plasmodium falciparum isolates in Quang Tri Province, Vietnam. Southeast Asian J of Trop Med Public Health. 2008, 39: 1-4.Google Scholar
- Ngo T, Duraisingh M, Reed M, Hipgrave D, Biggs B, Cowman AF: Analysis of pfcrt, pfmdr1, dhfr, and dhps mutations and drug sensitivities in Plasmodium falciparum isolates from patients in Vietnam before and after treatment with artemisinin. Am J Trop Med Hyg. 2003, 68: 350-356.PubMedGoogle Scholar
- WHO: Assessment and monitoring of antimalarial drug efficacy for the treatment of uncomplicated P. falciparum malaria. 2003, WHO/HTM/RBM/2003.2050 (Accessed March 10, 2010), [http://www.emro.who.int/rbm/publications/protocolwho.pdf]Google Scholar
- WHO: Assessment of therapeutic efficacy of antimalarial drugs for uncomplicated falciparum malaria in areas with intense transmission. 1996, Geneva: World Health Organization, Division of Control of Tropical Diseases, WHO/MAL/96.1077Google Scholar
- WHO Division of Control of Tropical Disease: In Vitro Micro-Test (Mark III) for the assessment of the response of Plasmodium falciparum To chloroquine, mefloquine, quinine, amodiaquine, sulfadoxine/pyrimethamine and artemisinin. 1997, WHO/CTD/MAL/97.20 whqlibdoc.who.int/hq/2001/a76873.pdf (Accessed March 10, 2010)Google Scholar
- WHO: World Health Organization, Report 1997. Report series number. RS/96/GE/12 (PHL) 1997((WP) MAL/ICP/CTD/001-E.)Google Scholar
- Wernsdorfer WH, Wernsdorfer MG: The evaluation of in vitro tests for the assessment of drug response in Plasmodium falciparum. Mitteilungen der Osterreichischen Gesellschaft fur Tropenmedizin und Parasitologie. 1995, 17: 221-228.Google Scholar
- Foley MRCL, Babiker HA: Rapid and simple method for isolating malaria DNA from finger prick samples of blood. Mol Biochem Parasitol. 1992, 53: 241-244. 10.1016/0166-6851(92)90026-G.View ArticlePubMedGoogle Scholar
- Litchfield JTWF: A simplified method of evaluating dose-effect experiments. J Pharmacol Exp Ther. 1949, 96: 99-113.PubMedGoogle Scholar
- Nguyen DS, Dao BH, Nguyen PD, Nguyen VH, Le NB, Mai VS, Meshnick SR: Treatment of malaria in Vietnam with oral artemisinin. Am J Trop Med Hyg. 1993, 48: 398-402.PubMedGoogle Scholar
- Menard D, Djalle D, Yapou F, Manirakiza A, Dolmazon V, Sarda J, Talarmin A: Association of failures of seven-day courses of artesunate in a non-immune population in Bangui, Central African Republic with decreased sensitivity of Plasmodium falciparum. Am J Trop Med Hyg. 2005, 73: 616-621.PubMedGoogle Scholar
- Jambou RLE, Niang M, Khim N, Lim P, Volney B, Ekala MT, Bouchier C, Esterre P, Fandeur T, Mercereau-Puijalon O: Resistance of Plasmodium falciparum field isolates to in-vitro artemether and point mutations of the SERCA-type PfATPase6. Lancet. 2005, 366: 1960-1963. 10.1016/S0140-6736(05)67787-2.View ArticlePubMedGoogle Scholar
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