Gething Peter W, Casey Daniel C, Weiss Daniel J, Bisanzio Donal, Bhatt Samir, Cameron Ewan, Battle Katherine E, Dalrymple Ursula, Rozier Jennifer, Rao Puja C, Kutz Michael J, Barber Ryan M, Huynh Chantal, Shackelford Katya A, Coates Matthew M, Nguyen Grant, Fraser Maya S, Kulikoff Rachel, Wang Haidong, Naghavi Mohsen, Smith David L, Murray Christopher J L, Hay Simon I, Lim Stephen S
From the Oxford Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, Oxford (P.W.G., D.J.W., D.B., E.C., K.E.B., U.D., J.R.), and the Department of Infectious Disease Epidemiology, Imperial College London, London (S.B.) - both in the United Kingdom; and the Institute for Health Metrics and Evaluation, University of Washington, Seattle (D.C.C., P.C.R., M.J.K., R.M.B., C.H., K.A.S., M.M.C., G.N., M.S.F., R.K., H.W., M.N., D.L.S., C.J.L.M., S.I.H., S.S.L.).
N Engl J Med. 2016 Dec 22;375(25):2435-2445. doi: 10.1056/NEJMoa1606701. Epub 2016 Oct 10.
Malaria control has not been routinely informed by the assessment of subnational variation in malaria deaths. We combined data from the Malaria Atlas Project and the Global Burden of Disease Study to estimate malaria mortality across sub-Saharan Africa on a grid of 5 km from 1990 through 2015.
We estimated malaria mortality using a spatiotemporal modeling framework of geolocated data (i.e., with known latitude and longitude) on the clinical incidence of malaria, coverage of antimalarial drug treatment, case fatality rate, and population distribution according to age.
Across sub-Saharan Africa during the past 15 years, we estimated that there was an overall decrease of 57% (95% uncertainty interval, 46 to 65) in the rate of malaria deaths, from 12.5 (95% uncertainty interval, 8.3 to 17.0) per 10,000 population in 2000 to 5.4 (95% uncertainty interval, 3.4 to 7.9) in 2015. This led to an overall decrease of 37% (95% uncertainty interval, 36 to 39) in the number of malaria deaths annually, from 1,007,000 (95% uncertainty interval, 666,000 to 1,376,000) to 631,000 (95% uncertainty interval, 394,000 to 914,000). The share of malaria deaths among children younger than 5 years of age ranged from more than 80% at a rate of death of more than 25 per 10,000 to less than 40% at rates below 1 per 10,000. Areas with high malaria mortality (>10 per 10,000) and low coverage (<50%) of insecticide-treated bed nets and antimalarial drugs included much of Nigeria, Angola, and Cameroon and parts of the Central African Republic, Congo, Guinea, and Equatorial Guinea.
We estimated that there was an overall decrease of 57% in the rate of death from malaria across sub-Saharan Africa over the past 15 years and identified several countries in which high rates of death were associated with low coverage of antimalarial treatment and prevention programs. (Funded by the Bill and Melinda Gates Foundation and others.).
疟疾死亡的次国家级差异评估尚未常规用于疟疾防控工作。我们整合了疟疾地图项目和全球疾病负担研究的数据,以估算1990年至2015年期间撒哈拉以南非洲地区5公里网格上的疟疾死亡率。
我们使用一个时空建模框架来估算疟疾死亡率,该框架基于疟疾临床发病率、抗疟药物治疗覆盖率、病死率以及按年龄划分的人口分布等地理定位数据(即具有已知的纬度和经度)。
在过去15年中,我们估算撒哈拉以南非洲地区的疟疾死亡率总体下降了57%(95%不确定区间为46%至65%),从2000年每10000人口中12.5例(95%不确定区间为8.3至17.0例)降至2015年的5.4例(95%不确定区间为3.4至7.9例)。这使得每年疟疾死亡人数总体下降了37%(95%不确定区间为36%至39%),从100.7万例(95%不确定区间为66.6万至137.6万例)降至63.1万例(95%不确定区间为39.4万至91.4万例)。5岁以下儿童疟疾死亡所占比例在每10000人口死亡率超过25例时超过80%,在每10000人口死亡率低于1例时低于40%。疟疾死亡率高(每10000人口超过10例)且经杀虫剂处理的蚊帐和抗疟药物覆盖率低(低于50%)的地区包括尼日利亚、安哥拉和喀麦隆的大部分地区以及中非共和国、刚果、几内亚和赤道几内亚的部分地区。
我们估算在过去15年中撒哈拉以南非洲地区的疟疾死亡率总体下降了57%,并确定了几个国家,在这些国家中高死亡率与抗疟治疗和预防项目的低覆盖率相关。(由比尔及梅琳达·盖茨基金会等资助。)