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中国海南省戊型肝炎的时空分析(2013-2022):四大医院的见解。

Spatial-temporal analysis of hepatitis E in Hainan Province, China (2013-2022): insights from four major hospitals.

机构信息

Department of Infectious Diseases, Affiliated Hainan Hospital of Hainan Medical University (Hainan General Hospital), Haikou, China.

Intensive Care Unit, The Second Affiliated Hospital of Hainan Medical University, Haikou, China.

出版信息

Front Public Health. 2024 Jun 27;12:1381204. doi: 10.3389/fpubh.2024.1381204. eCollection 2024.

Abstract

OBJECTIVE

Exploring the Incidence, Epidemic Trends, and Spatial Distribution Characteristics of Sporadic Hepatitis E in Hainan Province from 2013 to 2022 through four major tertiary hospitals in the Province.

METHODS

We collected data on confirmed cases of hepatitis E in Hainan residents admitted to the four major tertiary hospitals in Haikou City from January 2013 to December 2022. We used SPSS software to analyze the correlation between incidence rate and economy, population density and geographical location, and origin software to draw a scatter chart and SAS 9.4 software to conduct a descriptive analysis of the time trend. The distribution was analyzed using ArcMap 10.8 software (spatial autocorrelation analysis, hotspot identification, concentration, and dispersion trend analysis). SAS software was used to build an autoregressive integrated moving average model (ARIMA) to predict the monthly number of cases in 2023 and 2024.

RESULTS

From 2013 to 2022, 1,922 patients with sporadic hepatitis E were treated in the four hospitals of Hainan Province. The highest proportion of patients ( = 555, 28.88%) were aged 50-59 years. The annual incidence of hepatitis E increased from 2013 to 2019, with a slight decrease in 2020 and 2021 and an increase in 2022. The highest number of cases was reported in Haikou, followed by Dongfang and Danzhou. We found that there was a correlation between the economy, population density, latitude, and the number of cases, with the correlation coefficient |r| value fluctuating between 0.403 and 0.421, indicating a linear correlation. At the same time, a scatter plot shows the correlation between population density and incidence from 2013 to 2022, with r values fluctuating between 0.5405 and 0.7116, indicating a linear correlation. Global Moran's I, calculated through spatial autocorrelation analysis, showed that each year from 2013 to 2022 all had a Moran's I value >0, indicating positive spatial autocorrelation ( < 0.01). Local Moran's I analysis revealed that from 2013 to 2022, local hotspots were mainly concentrated in the northern part of Hainan Province, with Haikou, Wenchang, Ding'an, and Chengmai being frequent hotspot regions, whereas Baoting, Qiongzhong, and Ledong were frequent cold-spot regions. Concentration and dispersion analysis indicated a clear directional pattern in the average density distribution, moving from northeast to southwest. Time-series forecast modeling showed that the forecast number of newly reported cases per month remained relatively stable in 2023 and 2024, fluctuating between 17 and 19.

CONCLUSION

The overall incidence of hepatitis E in Hainan Province remains relatively stable. The incidence of hepatitis E in Hainan Province increased from 2013 to 2019, with a higher clustering of cases in the northeast region and a gradual spread toward the southwest over time. The ARIMA model predicted a relatively stable number of new cases each month in 2023 and 2024.

摘要

目的

通过海南省 4 家大三甲医院,探讨 2013 年至 2022 年海南省散发性戊型肝炎的发病率、流行趋势及空间分布特征。

方法

收集 2013 年 1 月至 2022 年 12 月海口市 4 家大三甲医院收治的海南省居民确诊戊型肝炎病例数据。采用 SPSS 软件对发病率与经济、人口密度和地理位置、起源之间的相关性进行分析,用 Origin 软件绘制散点图,SAS9.4 软件进行时间趋势的描述性分析。采用 ArcMap10.8 软件进行分布分析(空间自相关分析、热点识别、集中和离散趋势分析)。采用 SAS 软件建立自回归求和移动平均模型(ARIMA),对 2023 年和 2024 年每月的病例数进行预测。

结果

2013 年至 2022 年,海南省 4 家医院共收治散发性戊型肝炎患者 1922 例。患者比例最高(=555,28.88%)为 50-59 岁年龄组。戊型肝炎的年发病率从 2013 年至 2019 年呈上升趋势,2020 年和 2021 年略有下降,2022 年上升。报告的病例数最多的是海口市,其次是东方市和儋州市。我们发现,经济、人口密度、纬度和病例数之间存在相关性,相关系数|r|值在 0.403 和 0.421 之间波动,表明存在线性相关。同时,散点图显示了 2013 年至 2022 年人口密度与发病率之间的相关性,r 值在 0.5405 和 0.7116 之间波动,表明存在线性相关。通过空间自相关分析计算的全局 Moran's I 值表明,2013 年至 2022 年每年的 Moran's I 值均>0,表明存在正空间自相关(<0.01)。局部 Moran's I 分析表明,2013 年至 2022 年,局部热点主要集中在海南省北部,海口市、文昌市、定安县和澄迈县为热点高发区,而保亭县、琼中县和乐东县为冷点高发区。集中和离散分析表明,平均密度分布的方向模式明显,从东北向西南移动。时间序列预测模型显示,2023 年和 2024 年每月新报告病例数保持相对稳定,波动在 17 到 19 之间。

结论

海南省戊型肝炎总发病率相对稳定。海南省戊型肝炎发病率从 2013 年至 2019 年呈上升趋势,病例呈东北聚集,随时间逐渐向西南扩散。ARIMA 模型预测 2023 年和 2024 年每月新发病例数相对稳定。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4126/11236752/12bb7f59e00c/fpubh-12-1381204-g001.jpg

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