| Particle and Fibre Toxicology | |
| Modelling the potential of focal screening and treatment as elimination strategy for Plasmodium falciparum malaria in the Peruvian Amazon Region | |
| Niko Speybroeck9  Umberto D’Alessandro6  Anna Rosanas-Urgell3  Moisés Sihuincha5  Dionicia Gamboa1  Hugo Rodriguez7  Gianluca Frasso4  Philippe Lambert4  Emmanuel Abatih3  Dirk Berkvens3  Oralee Branch2  Alejandro Llanos-Cuentas8  Annette Erhart3  Angel Rosas-Aguirre9  | |
| [1] Departamento de Ciencias Celulares y Moleculares, Facultad de Ciencias y Filosofia, Universidad Peruana Cayetano Heredia, Lima 31, Peru;Department of Medical Parasitology, New York University, New York 10012, USA;Department of Biomedical Sciences, Institute of Tropical Medicine, Antwerp 2000, Belgium;Institut des sciences humaines et sociales, Université de Liège, Liege 4000, Belgium;Facultad de Medicina, Universidad Nacional Amazonia Peruana, Iquitos 160, Loreto, Peru;Disease Control and Elimination, Medical Research Council Unit, Fajara 220, The Gambia;Región de Salud Loreto, Iquitos 160, Loreto, Peru;Instituto de Medicina Tropical Alexander von Humboldt, Universidad Peruana Cayetano Heredia, Lima 31, Peru;Research Institute of Health and Society (IRSS), Université catholique de Louvain, Brussels 1200, Belgium | |
| 关键词: Peru; Elimination; Modelling; Focal Screening and Treatment (FSAT); Plasmodium falciparum; Malaria; | |
| Others : 1204104 DOI : 10.1186/s13071-015-0868-4 |
|
| received in 2014-11-21, accepted in 2015-04-21, 发布年份 2015 | |
PDF
|
|
【 摘 要 】
Background
Focal screening and treatment (FSAT) of malaria infections has recently been introduced in Peru to overcome the inherent limitations of passive case detection (PCD) and further decrease the malaria burden. Here, we used a relatively straightforward mathematical model to assess the potential of FSAT as elimination strategy for Plasmodium falciparum malaria in the Peruvian Amazon Region.
Methods
A baseline model was developed to simulate a scenario with seasonal malaria transmission and the effect of PCD and treatment of symptomatic infections on the P. falciparum malaria transmission in a low endemic area of the Peruvian Amazon. The model was then adjusted to simulate intervention scenarios for predicting the long term additional impact of FSAT on P. falciparum malaria prevalence and incidence. Model parameterization was done using data from a cohort study in a rural Amazonian community as well as published transmission parameters from previous studies in similar areas. The effect of FSAT timing and frequency, using either microscopy or a supposed field PCR, was assessed on both predicted incidence and prevalence rates.
Results
The intervention model indicated that the addition of FSAT to PCD significantly reduced the predicted P. falciparum incidence and prevalence. The strongest reduction was observed when three consecutive FSAT were implemented at the beginning of the low transmission season, and if malaria diagnosis was done with PCR. Repeated interventions for consecutive years (10 years with microscopy or 5 years with PCR), would allow reaching near to zero incidence and prevalence rates.
Conclusions
The addition of FSAT interventions to PCD may enable to reach P. falciparum elimination levels in low endemic areas of the Amazon Region, yet the progression rates to those levels may vary substantially according to the operational criteria used for the intervention.
【 授权许可】
2015 Rosas-Aguirre et al.; licensee BioMed Central.
【 预 览 】
| Files | Size | Format | View |
|---|---|---|---|
| 20150523084346318.pdf | 1803KB | ||
| Figure 5. | 45KB | Image | |
| Figure 4. | 75KB | Image | |
| Figure 3. | 56KB | Image | |
| Figure 2. | 59KB | Image | |
| Figure 1. | 48KB | Image |
【 图 表 】
Figure 1.
Figure 2.
Figure 3.
Figure 4.
Figure 5.
【 参考文献 】
- [1]Tendencia y situación de las enfermedades sujetas a vigilancia epidemiológica: malaria. Bol Epidemiol. 2013; 22(52):1088-97.
- [2]Rosas-Aguirre A, Guzmán-Guzmán M, Moreno-Gutierrez D, Rodriguez-Ferrucci H, Vargas-Pacherrez D, Acuña-González Y. Long-lasting insecticide - treated bednet ownership, retention and usage one year after their distribution in Loreto, Peru. Rev Peru Med Exp Salud Publica. 2011; 28:228-36.
- [3]Roshanravan B, Kari E, Gilman RH, Cabrera L, Lee E, Metcalfe J et al.. Endemic malaria in the Peruvian Amazon region of Iquitos. Am J Trop Med Hyg. 2003; 69:45-52.
- [4]Branch O, Casapia WM, Gamboa DV, Hernandez JN, Alava FF, Roncal N et al.. Clustered local transmission and asymptomatic Plasmodium falciparum and Plasmodium vivax malaria infections in a recently emerged, hypoendemic Peruvian Amazon community. Malar J. 2005; 4:27. BioMed Central Full Text
- [5]Parekh FK, Hernandez JN, Krogstad DJ, Casapia WM, Branch OH. Prevalence and risk of Plasmodium falciparum and P. vivax malaria among pregnant women living in the hypoendemic communities of the Peruvian Amazon. Am J Trop Med Hyg. 2007; 77:451-7.
- [6]Suárez-Mutis MC, Cuervo P, Leoratti FMS, Moraes-Avila SL, Ferreira AW, Fernandes O et al.. Cross sectional study reveals a high percentage of asymptomatic Plasmodium vivax infection in the Amazon Rio Negro area, Brazil. Rev Inst Med Trop Sao Paulo. 2007; 49:159-64.
- [7]Ladeia-Andrade S, Ferreira MU, Carvalho ME d, Curado I, Coura JR. Age-Dependent Acquisition of Protective Immunity to Malaria in Riverine Populations of the Amazon Basin of Brazil. Am J Trop Med Hyg. 2009; 80:452-9.
- [8]Da Silva NS, da Silva-Nunes M, Malafronte RS, Menezes MJ, D’Arcadia RR, Komatsu NT et al.. Epidemiology and control of frontier malaria in Brazil: lessons from community-based studies in rural Amazonia. Trans R Soc Trop Med Hyg. 2010; 104:343-50.
- [9]Coura JR, Suárez-Mutis M, Ladeia-Andrade S. A new challenge for malaria control in Brazil: asymptomatic Plasmodium infection–a review. Mem Inst Oswaldo Cruz. 2006; 101:229-37.
- [10]Barbosa S, Gozze AB, Lima NF, Batista CL, Bastos Mda S, Nicolete VC et al.. Epidemiology of disappearing Plasmodium vivax malaria: a case study in rural Amazonia. PLoS Negl Trop Dis. 2014; 8(8): Article ID e3109
- [11]Cucunubá ZM, Guerra ÁP, Rivera JA, Nicholls RS. Comparison of asymptomatic Plasmodium spp. infection in two malaria-endemic Colombian locations. Trans R Soc Trop Med Hyg. 2013; 107:129-36.
- [12]Van den Eede P, Soto-Calle VE, Delgado C, Gamboa D, Grande T, Rodriguez H et al.. Plasmodium vivax Sub-Patent Infections after Radical Treatment Are Common in Peruvian Patients: Results of a 1-Year Prospective Cohort Study. PLoS One. 2011; 6: Article ID e16257
- [13]Vinetz JM, Gilman RH. Asymptomatic Plasmodium parasitemia and the ecology of malaria transmission. Am J Trop Med Hyg. 2002; 66:639-40.
- [14]Ministerio de Salud del Perú. Norma técnica para la atención de la malaria y malaria severa en el Perú. Lima: MINSA; 2077. Available at: ftp://ftp2.minsa.gob.pe/normaslegales/2007/RM076-2007.pdf. Last accessed August 17th 2013.
- [15]da Silva-Nunes M, Moreno M, Conn JE, Gamboa D, Abeles S, Vinetz JM et al.. Amazonian malaria: asymptomatic human reservoirs, diagnostic challenges, environmentally driven changes in mosquito vector populations, and the mandate for sustainable control strategies. Acta Trop. 2012; 121:281-91.
- [16]Freeman J, Laserson KF, Petralanda I, Spielman A. Effect of chemotherapy on malaria transmission among Yanomami Amerindians: simulated consequences of placebo treatment. Am J Trop Med Hyg. 1999; 60:774-80.
- [17]Malaria light microscopy: creating a culture of quality. World Health Organization, Genève; 2009.
- [18]Nawaz H, Rahman MA, Graham D, Katz DL, Jekel JF. Health risk behaviors and health perceptions in the Peruvian Amazon. Am J Trop Med Hyg. 2001; 65(3):252-6.
- [19]Tynan A, Atkinson JA, Toaliu H, Taleo G, Fitzgerald L, Whittaker M et al.. Community participation for malaria elimination in Tafea Province, Vanuatu: part II. Social and cultural aspects of treatment-seeking behaviour. Malar J. 2011; 10:204. BioMed Central Full Text
- [20]Disease surveillance for malaria elimination. World Health Organization, Genève; 2012.
- [21]Sturrock HJW, Hsiang MS, Cohen JM, Smith DL, Greenhouse B, Bousema T et al.. Targeting asymptomatic malaria infections: active surveillance in control and elimination. PLoS Med. 2013; 10(6): Article ID e1001467
- [22]Moonen B, Cohen JM, Snow RW, Slutsker L, Drakeley C, Smith DL et al.. Operational strategies to achieve and maintain malaria elimination. Lancet. 2010; 376:1592-603.
- [23]Killeen GF, Smith TA, Ferguson HM, Mshinda H, Abdulla S, Lengeler C et al.. Preventing childhood malaria in Africa by protecting adults from mosquitoes with insecticide-treated nets. PLoS Med. 2007; 4(7): Article ID e229
- [24]Mandal S, Sarkar RR, Sinha S. Mathematical models of malaria: a review. Malar J. 2011; 10:202. BioMed Central Full Text
- [25]Yamana TK, Bomblies A, Laminou IM, Duchemin JB, Eltahir EA. Linking environmental variability to village-scale malaria transmission using a simple immunity model. Parasit Vectors. 2013; 6:226. BioMed Central Full Text
- [26]Moiroux N, Bio-Bangana AS, Djènontin A, Chandre F, Corbel V, Guis H. Modelling the risk of being bitten by malaria vectors in a vector control area in southern Benin, west Africa. Parasit Vectors. 2013; 6:71. BioMed Central Full Text
- [27]Anderson RM, May RM. Infectious diseases of humans: dynamics and control. Oxford University Press, London; 1991.
- [28]Sutton PL, Neyra V, Hernandez JN, Branch OH. Plasmodium falciparum and Plasmodium vivax infections in the Peruvian Amazon: propagation of complex, multiple allele-type infections without super-infection. Am J Trop Med Hyg. 2009; 81(6):950-60.
- [29]Clark EH, Silva CJ, Weiss GE, Li S, Padilla C, Crompton PD et al.. Plasmodium falciparum malaria in the Peruvian Amazon, a region of low transmission, is associated with immunologic memory. Infect Immun. 2012; 80(4):1583-92.
- [30]Parker BS, Paredes Olortegui M, Peñataro Yori P, Escobedo K, Florin D, Rengifo Pinedo S et al.. Hyperendemic malaria transmission in areas of occupation-related travel in the Peruvian Amazon. Malar J. 2013; 12:178. BioMed Central Full Text
- [31]Hiwat H, Bretas G. Ecology of Anopheles darlingi Root with respect to vector importance: a review. Parasit Vectors. 2011; 4:177. BioMed Central Full Text
- [32]Okell LC, Ghani AC, Lyons E, Drakeley CJ. Submicroscopic infection in Plasmodium falciparum-endemic populations: a systematic review and metaanalysis. J Infect Dis. 2009; 200:1509-17.
- [33]Soetaert K, Petzoldt T. Solving ODEs, DAEs, DDEs and PDEs in R. JNAIAM. 2011; 6(1–2):51-65.
- [34]Hamby DM. A review of techniques for parameter sensitivity analysis of environmental models. Environ Monit Assess. 1994; 32(2):135-54.
- [35]da Silva-Nunes M, Ferreira MU. Clinical spectrum of uncomplicated malaria in semi-immune Amazonians: beyond the “symptomatic” vs “asymptomatic” dichotomy. Mem Inst Oswaldo Cruz. 2007; 102:341-7.
- [36]Babiker HA, Abdel-Muhsin AM, Ranford-Cartwright LC, Satti G, Walliker D. Characteristics of Plasmodium falciparum parasites that survive the lengthy dry season in eastern Sudan where malaria transmission is markedly seasonal. Am J Trop Med Hyg. 1998; 59:582-90.
- [37]Alves FP, Gil LH, Marrelli MT, Ribolla PE, Camargo EP, da Silva LH. Asymptomatic carriers of Plasmodium spp. as infection source for malaria vector mosquitoes in the Brazilian Amazon. J Med Entomol. 2005; 42(5):777-9.
- [38]Garrett-Jones C. Prognosis for interruption of malaria transmission through assessment of the mosquito’s vectorial capacity. Nature. 1964; 204:1173-5.
- [39]A research agenda for malaria eradication: drugs. PLoS Med. 2011; 8(1):e1000402.
- [40]Kern SE, Tiono AB, Makanga M, Gbadoé AD, Premji Z, Gaye O et al.. Community screening and treatment of asymptomatic carriers of Plasmodium falciparum with artemether–lumefantrine to reduce malaria disease burden: a modelling and simulation analysis. Malar J. 2011; 10:210. BioMed Central Full Text
- [41]Griffin JT, Hollingsworth TD, Okell LC, Churcher TS, White M, Hinsley W et al.. Reducing Plasmodium falciparum malaria transmission in Africa: a model based evaluation of intervention strategies. PLoS Med. 2010; 7(8):pii:e1000324.
- [42]Sutcliffe CG, Kobayashi T, Hamapumbu H, Shields T, Mharakurwa S, Thuma PE et al.. Reduced risk of malaria parasitemia following household screening and treatment: a cross-sectional and longitudinal cohort study. PLoS One. 2012; 7: Article ID e31396
- [43]Tiono AB, Ouédraogo A, Ogutu B, Diarra A, Coulibaly S, Gansané A et al.. A controlled, parallel, cluster-randomized trial of community-wide screening and treatment of asymptomatic carriers of Plasmodium falciparum in Burkina Faso. Malar J. 2013; 12:79. BioMed Central Full Text
- [44]Hoyer S, Nguon S, Kim S, Habib N, Khim N, Sum S et al.. Focused Screening and Treatment (FSAT): a PCR-based strategy to detect malaria parasite carriers and contain drug resistant P. falciparum, Pailin, Cambodia. PLoS One. 2012; 7: Article ID e45797
- [45]Churcher TS, Bousema T, Walker M, Drakeley C, Schneider P, Ouédraogo AL et al.. Predicting mosquito infection from Plasmodium falciparum gametocyte density and estimating the reservoir of infection. Elife. 2013; 2: Article ID e00626
- [46]A research agenda for malaria eradication: diagnoses and diagnostics. PLoS Med. 2011; 8:e1000396.
- [47]Taylor SM, Juliano JJ, Trottman PA, Griffin JB, Landis SH, Kitsa P et al.. High-throughput pooling and real-time PCR-based strategy for malaria detection. J Clin Microbiol. 2010; 48(2):512-9.
- [48]Hopkins H, González IJ, Polley SD, Angutoko P, Ategeka J, Asiimwe C et al.. Highly sensitive detection of malaria parasitemia in a malaria-endemic setting: performance of a new loop-mediated isothermal amplification kit in a remote clinic in Uganda. J Infect Dis. 2013; 208(4):645-52.
- [49]Lin JT, Saunders DL, Meshnick SR. The role of submicroscopic parasitemia in malaria transmission: what is the evidence? Trends Parasitol. 2014; 30(4):183-90.
PDF