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评估中国山西省和顺地区神经管缺陷的局部决定因素。

Assessing local determinants of neural tube defects in the Heshun Region, Shanxi Province, China.

机构信息

Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China.

出版信息

BMC Public Health. 2010 Feb 2;10:52. doi: 10.1186/1471-2458-10-52.

Abstract

BACKGROUND

Neural tube defect (NTD) prevalence in northern China is among the highest worldwide. Dealing with the NTD situation is ranked as the number one task in China's scientific development plan in population and health field for the next decade. Physical and social environments account for much of the disease's occurrence. The environmental determinants and their effects on NTD vary across geographical regions, whereas factors that play a significant role in NTD occurrence may be buried by global statistics analysis to a pooled dataset over the entire study area. This study aims at identification of the local determinants of NTD across the study area and exploration of the epidemiological implications of the findings.

METHODS

NTD prevalence rate is represented in terms of the random field theory, and Rushton's circle method is used to stabilize NTD rate estimation across the geographical area of interest; NTD determinants are represented by their measurable proxy variables and the geographical weighted regression (GWR) technique is used to represent the spatial heterogeneity of the NTD determinants.

RESULTS

Informative maps of the NTD rates and the statistically significant proxy variables are generated and rigorously assessed in quantitative terms.

CONCLUSIONS

The NTD determinants in the study area are investigated and interpreted on the basis of the maps of the proxy variables and the relationships between the proxy variables and the NTD determinants. No single determinant was found to dominate the NTD occurrence in the study area. Villages where NTD rates are significantly linked to environmental determinants are identified (some places are more closely linked to certain environmental factors than others). The results improve current understanding of NTD spread in China and provide valuable information for adequate disease intervention planning.

摘要

背景

中国北方的神经管缺陷(NTD)患病率是世界上最高的。应对 NTD 情况被列为中国未来十年人口与健康领域科学发展计划的首要任务。物理和社会环境是导致疾病发生的主要原因。环境决定因素及其对 NTD 的影响因地理区域而异,而对 NTD 发生有重大影响的因素可能会被整个研究区域的汇总数据集的全球统计分析所掩盖。本研究旨在确定研究区域内 NTD 的局部决定因素,并探讨研究结果的流行病学意义。

方法

用随机域理论表示 NTD 流行率,并用 Rushton 圆法稳定感兴趣地理区域的 NTD 率估计;用可测量的代理变量表示 NTD 决定因素,并用地理加权回归(GWR)技术表示 NTD 决定因素的空间异质性。

结果

生成了 NTD 率和具有统计学意义的代理变量的信息图,并进行了严格的定量评估。

结论

根据代理变量的图和代理变量与 NTD 决定因素之间的关系,对研究区域内的 NTD 决定因素进行了调查和解释。没有发现单一决定因素在研究区域内主导 NTD 的发生。确定了与环境决定因素显著相关的 NTD 率的村庄(有些地方与某些环境因素的联系比其他地方更紧密)。研究结果提高了对中国 NTD 传播的认识,并为适当的疾病干预规划提供了有价值的信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/68f3/2829501/2e21b13b8b16/1471-2458-10-52-1.jpg

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