期刊论文详细信息
Particle and Fibre Toxicology
The geographic distribution of onchocerciasis in the 20 participating countries of the African Programme for Onchocerciasis Control: (2) pre-control endemicity levels and estimated number infected
Jan HF Remme1  Emanuele Giorgi4  Peter J Diggle2  Uche V Amazigo3  Afework H Tekle5  Mounkaila Noma5  Honorat GM Zouré5 
[1] Consultant, 120 Rue des Campanules, Ornex 01210, France;Institute of Infection and Global Health, University of Liverpool, Liverpool, UK;Consultant, Box 3397, Main Post office, Enugu, Nigeria;Faculty of Health and Medicine, Lancaster University, Lancaster, UK;African Programme for Onchocerciasis Control, Ouagadougou BP 549, Burkina Faso
关键词: Endemicity level;    Geostatistics;    REMO;    Mapping;    Onchocercal nodule;    APOC;    Onchocerciasis;   
Others  :  1183544
DOI  :  10.1186/1756-3305-7-326
 received in 2013-10-17, accepted in 2014-07-06,  发布年份 2014
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【 摘 要 】

Background

The original aim of the African Programme for Onchocerciasis Control (APOC) was to control onchocerciasis as a public health problem in 20 African countries. In order to identify all high risk areas where ivermectin treatment was needed to achieve control, APOC used Rapid Epidemiological Mapping of Onchocerciasis (REMO). REMO involved spatial sampling of villages to be surveyed, and examination of 30 to 50 adults per village for palpable onchocercal nodules. REMO has now been virtually completed and we report the results in two articles. A companion article reports the delineation of high risk areas based on expert analysis. The present article reports the results of a geostatistical analysis of the REMO data to map endemicity levels and estimate the number infected.

Methods

A model-based geostatistical analysis of the REMO data was undertaken to generate high-resolution maps of the predicted prevalence of nodules and of the probability that the true nodule prevalence exceeds the high risk threshold of 20%. The number infected was estimated by converting nodule prevalence to microfilaria prevalence, and multiplying the predicted prevalence for each location with local data on population density. The geostatistical analysis included the nodule palpation data for 14,473 surveyed villages.

Results

The generated map of onchocerciasis endemicity levels, as reflected in the prevalence of nodules, is a significant advance with many new endemic areas identified. The prevalence of nodules was > 20% over an area of 2.5 million km2 with an estimated population of 62 million people. The results were consistent with the delineation of high risk areas of the expert analysis except for borderline areas where the prevalence fluctuated around 20%. It is estimated that 36 million people would have been infected in the APOC countries by 2011 if there had been no ivermectin treatment.

Conclusions

The map of onchocerciasis endemicity levels has proven very valuable for onchocerciasis control in the APOC countries. Following the recent shift to onchocerciasis elimination, the map continues to play an important role in planning treatment, evaluating impact and predicting treatment end dates in relation to local endemicity levels.

【 授权许可】

   
2014 Zouré et al.; licensee BioMed Central Ltd.

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【 参考文献 】
  • [1]World Health Organization: Onchocerciasis and its Control. Report of a WHO Expert Committee on Onchocerciasis Control. Geneva: World Health Organization; 1995:1-104.
  • [2]Boatin B: The Onchocerciasis Control Programme in West Africa (OCP). Ann Trop Med Parasitol 2008, 102(Suppl 1):13-17.
  • [3]Thylefors B: The Mectizan Donation Program (MDP). Ann Trop Med Parasitol 2008, 102(Suppl 1):39-44.
  • [4]Gustavsen K, Hopkins A, Sauerbrey M: Onchocerciasis in the Americas: from arrival to (near) elimination. Parasit Vectors 2011, 4:205. BioMed Central Full Text
  • [5]Tielsch JM, Beeche A: Impact of ivermectin on illness and disability associated with onchocerciasis. Trop Med Int Health 2004, 9(4):A45-A56.
  • [6]Bush S, Hopkins AD: Public-private partnerships in neglected tropical disease control: the role of nongovernmental organisations. Acta Trop 2011, 120(Suppl 1):S169-S172.
  • [7]Remme JHF: The African Programme for Onchocerciasis Control: preparing to launch. Parasitol Today 1995, 11:403-406.
  • [8]Baker RH, Abdelnur OM: Onchocerciasis in Sudan: the distribution of the disease and its vectors. Trop Med Parasitol 1986, 37(4):341-355.
  • [9]Ben-Sira I, Ticho U, Yassur Y: Onchocerciasis in Malawi: prevalence and distribution. Trans R Soc Trop Med Hyg 1972, 66(2):296-299.
  • [10]Boussinesq M: Répartition de l’onchocercose dans les états de l’OCEAC. Revue de la litterature. Bulletin de liaison et de documentation de l'OCEAC 1991, 98(Septembre 1991):37-55.
  • [11]Burnham GM: Onchocerciasis in Malawi. 1. Prevalence, intensity and geographical distribution of Onchocerca volvulus infection in the Thyolo highlands. Trans R Soc Trop Med Hyg 1991, 85(4):493-496.
  • [12]Carme B, Yebakima A, Samba Y, Ndienguela J: Epidemiological status of onchocerciasis in the Congo. Ann Soc Belg Med Trop 1990, 70(3):181-191.
  • [13]Crosskey RW: A review of Simulium damnosum s.l. and human onchocerciasis in Nigeria, with special reference to geographical distribution and the development of a Nigerian national control campaign. Tropenmed Parasitol 1981, 32(1):2-16.
  • [14]el Sheikh H, Ghalib H, Hussein SM, Barbiero V, Mustafa MB, Williams JF: Onchocerciasis in Sudan: the Southern Darfur focus. Trans R Soc Trop Med Hyg 1986, 80(6):902-905.
  • [15]Fain A: Distribution and Prevalence of Onchocerciais and its Ocular Complications in Zaire and Burundi. Geneva: World Health Organization; 1991.
  • [16]Frentzel-Beyme R: The geographical distribution of Onchocerca volvulus infection in Liberia. Tropenmed Parasitol 1975, 26(1):70-87.
  • [17]Lenoble RD, Kombila M, Chandenier J, Martz M, Duteutre J, Yebakima A, Gay AF, Gilles JC: Première description de foyers d'onchocercose humaine au Gabon. Bulletin de liaison et de documentation de l'OCEAC 1992, 99(Mars 1992):45-51.
  • [18]Maertens K: Onchocerciasis in Zaire. Int Ophthalmol 1990, 14(3):181-188.
  • [19]Mwaiko GL, Mtoi RS, Mkufya AR: Onchocerciasis prevalence in Tanzania. Cent Afr J Med 1990, 36(4):94-96.
  • [20]Ndyomugyenyi R: The burden of onchocerciasis in Uganda. Ann Trop Med Parasitol 1998, 92(Suppl 1):S133-137.
  • [21]Newell ED, Ndimuruvugo N: Endemic disease and clinical manifestations of onchocerciasis in the province of Rutana (Burundi). Bull Soc Pathol Exot 1997, 90(2):107-110.
  • [22]Newell ED, Ndimuruvugo N, Nimpa D: Endemicity and clinical manifestations of onchocerciasis in the provinces of Cibitoke and Bubanza (Burundi). Bull Soc Pathol Exot 1997, 90(5):353-357.
  • [23]Oomen AP: The epidemiology of onchocerciasis in south-west Ethiopia. Trop Geogr Med 1969, 21(2):105-137.
  • [24]Rampen F: The geographical distribution of onchocerciasis in Malawi. East Afr Med J 1976, 53(4):251-256.
  • [25]Raybould JN, White GB: The distribution, bionomics and control of Onchocerciasis vectors (Diptera: Simuliidae) in Eastern Africa and the Yemen. Tropenmed Parasitol 1979, 30:505-547.
  • [26]Remme JHF: The Global Burden of Onchocerciasis in 1990. In Global Burden of Disease 1990. Geneva: World Health Organization; 2004.
  • [27]Resnikoff S, Lamarque D, Laure JM: Onchocerciasis and blindness in the Moyen-Chari area of Chad. Rev Int Trach Pathol Ocul Trop Subtrop Sante Publique 1986, 63(1–2):185-197.
  • [28]Strangway WE, Strangway AK: Onchocerca volvulus in Angola. Africa Can Med Assoc J 1951, 64(5):427-429.
  • [29]Vinet J: L'onchocercose en Republique CentreAfricaine. Yaounde: Organisation de Coordination pour la lutte contre les Endemies en Afrique Centrale (OCEAC); 1976.
  • [30]World Health Organization: WHO Expert Committee on Onchocerciasis. Second Report. Geneva: World Health Organization; 1966:96.
  • [31]World Health Organization: WHO Expert Committee on Onchocerciasis. Third report. 0512–3054 (Print). Geneva: World Health Organization; 1987:1-167.
  • [32]Zein ZA: An appraisal of the epidemiologic situation of onchocerciasis in Ethiopia. Parassitologia 1990, 32(2):237-244.
  • [33]Noma M, Nwoke BE, Nutall I, Tambala PA, Enyong P, Namsenmo A, Remme J, Amazigo UV, Kale OO, Seketeli A: Rapid epidemiological mapping of onchocerciasis (REMO): its application by the African Programme for Onchocerciasis Control (APOC). Ann Trop Med Parasitol 2002, 96(Suppl 1):S29-39.
  • [34]Ngoumou P, Walsh F: A manual for Rapid Epidemiological Mapping of Onchocerciasis (REMO). Document TDR/TDE/ONCHO/93.4. Geneva: UNDP/World Bank/WHO Special Programme for Research and Training in Tropical Diseases, World Health Organization; 1993.
  • [35]Ngoumou P, Walsh JF, Mace JM: A rapid mapping technique for the prevalence and distribution of onchocerciasis: a Cameroon case study. Ann Trop Med Parasitol 1994, 88(5):463-474.
  • [36]Noma M, Zoure H, Tekle AH, Enyong P, Nwoke BEB, Remme JHF: The geographic distribution of onchocerciasis in the 20 participating countries of the African Programme for Onchocerciasis Control: (1) priority areas for ivermectin treatment. Parasit Vectors 2014, 7:325. BioMed Central Full Text
  • [37]World Health Organization: African Programme for Onchocerciasis Control: meeting of national onchocerciasis task forces, September 2012. Wkly Epidemiol Rec 2012, 87(49/50):494-502.
  • [38]Murdoch ME, Asuzu MC, Hagan M, Makunde WH, Ngoumou P, Ogbuagu KF, Okello D, Ozoh G, Remme J: Onchocerciasis: the clinical and epidemiological burden of skin disease in Africa. Ann Trop Med Parasitol 2002, 96(3):283-296.
  • [39]Remme J, Dadzie KY, Rolland A, Thylefors B: Ocular onchocerciasis and intensity of infection in the community. I. West African savanna. Trop Med-Parasitol 1989, 40(3):340-347. issn: 0177–2392
  • [40]World Health Organization: Conceptual and Operational Framework of Onchocerciasis Elimination With Ivermectin Treatment. Ouagadougou: African Programme for Onchocerciasis Control; 2010.
  • [41]Prost A, Hervouet JP, Thylefors B: The degrees of endemicity of onchocerciasis. Bull World Health Organ 1979, 57:655-662.
  • [42]Coffeng LE, Pion SD, O’Hanlon S, Cousens S, Abiose AO, Fischer PU, Remme JHF, Dadzie KY, Murdoch ME, de Vlas SJ, Basanez MG, Stolk WA, Boussinesq M: Onchocerciasis: The Pre-control Association between Prevalence of Palpable Nodules and Skin Microfilariae. PLoS Negl Trop Dis 2013, 7(4):e2168.
  • [43]World Health Organization: Strategies for Ivermectin Distribution Through Primary Health Care Systems. Document WHO/PBL/91.24. Geneva: World Health Organization; 1991.
  • [44]Diggle PJ, Ribeiro PJ: Model-Based Geostatistics. New York: Springer; 2007.
  • [45]Higdon D: A process-convolution approach to modelling temperatures in the North Atlantic Ocean. Environ Ecol Stat 1998, 5(2):173-190.
  • [46]Rodrigues A, Diggle PJ: A class of convolution‒based models for spatio‒temporal processes with Non‒separable covariance structure. Scand J Stat 2010, 37(4):553-567.
  • [47]Pinheiro JC, Chao EC: Efficient Laplacian and adaptive Gaussian quadrature algorithms for multilevel generalized linear mixed models. J Comput Graph Stat 2006, 15(1):58-81.
  • [48]Giorgi E, Sesay SSS, Terlouw AD, Diggle PJ: Combining data from multiple spatially referenced prevalence surveys using generalized linear geostatistical models. J R Stat Soc Ser AIn press
  • [49]R: A language and environment for statistical computing http://www.R-project.org/ webcite
  • [50]Wegesa P: The present status of onchocerciasis in Tanzania. A review of the distribution and prevalence of the disease. Trop Geogr Med 1970, 22:345-351.
  • [51]De Sole G, Baker R, Dadzie KY, Giese J, Guillet P, Keita FM, Remme J: Onchocerciasis distribution and severity in five West African countries. Bull World Health Organ 1991, 69(6):689-698.
  • [52]Beaver PC, Hira PR, Patel BG: Onchocerciasis in Zambia: report of O. volvulus in a child and its differentiation from O. dukei in cattle. Trans R Soc Trop Med Hyg 1983, 77(2):162-166.
  • [53]World Development Indicators: Rural population growth rate. http://data.worldbank.org/indicator/SP.RUR.TOTL.ZG webcite
  • [54]Coffeng LE, Stolk WA, Zoure HG, Veerman JL, Agblewonu KB, Murdoch ME, Noma M, Fobi G, Richardus JH, Bundy DA, Habbema D, de Vlas SJ, Amazigo UV: African Programme For Onchocerciasis Control 1995–2015: model-estimated health impact and cost. PLoS Negl Trop Dis 2013, 7(1):e2032.
  • [55]Remme JHF, Feenstra P, Lever PR, Medici AC, Morel CM, Noma M, Ramaiah KD, Richards F, Seketeli A, Schmunis G, van Brakel WH, Vassall A: Tropical Diseases Targeted for Elimination: Chagas Disease, Lymphatic Filariasis, Onchocerciasis and Leprosy. In Disease Control Priorities in Developing Countries. 2nd edition. Edited by Jamison DT, Breman JG, Measham AR. New York: Oxford University Press; 2006:433-449.
  • [56]Diggle PJ, Menezes R, Su T: Geostatistical inference under preferential sampling. J R Stat Soc: Ser C: Appl Stat 2010, 59(2):191-232.
  • [57]Jacob BG, Novak RJ, Toe LD, Sanfo M, Griffith DA, Lakwo TL, Habomugisha P, Katabarwa MN, Unnasch TR: Validation of a remote sensing model to identify simulium damnosum s.l. Breeding sites in Sub-Saharan Africa. PLoS Negl Trop Dis 2013, 7(7):e2342.
  • [58]Giardina F, Gosoniu L, Konate L, Diouf MB, Perry R, Gaye O, Faye O, Vounatsou P: Estimating the burden of malaria in Senegal: Bayesian zero-inflated binomial geostatistical modeling of the MIS 2008 data. PLoS One 2012, 7(3):e32625.
  • [59]Higazi TB, Zarroug IM, Mohamed HA, Elmubark WA, Deran TC, Aziz N, Katabarwa M, Hassan HK, Unnasch TR, Mackenzie CD, Richards F, Hashim K: Interruption of Onchocerca volvulus Transmission in the Abu Hamed Focus. Sudan Am J Trop Med Hyg 2013, 89(1):51-57.
  • [60]Tekle AH, Elhassan E, Isiyaku S, Amazigo UV, Bush S, Noma M, Cousens S, Abiose A, Remme JHF: Impact of long-term treatment of onchocerciasis with ivermectin in Kaduna State, Nigeria: first evidence of the potential for elimination in the operational area of the African Programme for Onchocerciasis Control. Parasit Vectors 2012, 5:28. BioMed Central Full Text
  • [61]Traore MO, Sarr MD, Badji A, Bissan Y, Diawara L, Doumbia K, Goita SF, Konate L, Mounkoro K, Seck AF, Toe L, Toure S, Remme JHF: Proof-of-principle of onchocerciasis elimination with ivermectin treatment in endemic foci in Africa: final results of a study in Mali and Senegal. PLoS Negl Trop Dis 2012, 6(9):e1825.
  • [62]World Health Organization: African Programme for Onchocerciasis Contro: 18th Session of the Joint Action Forum. Bujumbura, Burundi. Document JAF19.4. Ouagadougou: African Programme for Onchocerciasis Control, World Health Organisation; 2012.
  • [63]Winnen M, Plaisier AP, Alley ES, Nagelkerke NJ, van Oortmarssen G, Boatin BA, Habbema JD: Can ivermectin mass treatments eliminate onchocerciasis in Africa? Bull World Health Organ 2002, 80(5):384-391.
  • [64]World Health Organization: Report of the External mid-Term Evaluation of the African Programme for Onchocerciasis Control. Document JAF16.8. Ouagadougou: African Programme for Onchocerciasis Control, World Health Organisation; 2011:77.
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