Sahat Oraya, Kamsa-Ard Supot, Suwannatrai Apiporn Thinkhamrop, Lim Apiradee, Kamsa-Ard Siriporn, Bilheem Surichai, Daoprasert Karnchana, Leklob Atit, Uadrang Surin, Santong Chalongpon, Sriket Nithima, Chansaard Wasan
Student of Doctor of Public Health Program, Faculty of Public Health, Khon Kaen University, Khon Kaen, Thailand.
Department of Epidemiology and Biostatistics, Faculty of Public Health, Khon Kaen University, Khon Kaen, Thailand.
PLoS One. 2024 Dec 11;19(12):e0311035. doi: 10.1371/journal.pone.0311035. eCollection 2024.
Cholangiocarcinoma (CCA) is major health issue in Thailand, with high incidences in different parts of country. This study examines the association between spatial variables and CCA in Thailand.
Thailand's four population-based cancer registries provided data for this retrospective cohort analysis between January 1, 2012, and December 31, 2021. 6,379 diagnosed CCA cases were found in 554 sub-districts. Moran's I and Local Indicators of Spatial Association (LISA) measured geographic dispersion and estimated sex age-standardized rates (ASRs). Multivariable log-linear regression assessed geography and CCA, calculating adjusted incidence rate ratios (IRRs) and 95% confidence interval (CI).
Of 6,379 CCA cases, 63.9% were male, and the mean age at diagnosis was 66.2 years (standard deviation = 11.07 years). CCA ASRs for both sexes in Thailand was 8.9 per 100,000 person-years. The northeastern region had the greatest ASR at 13.4 per 100 000 person-years. Moran's I and LISA studies grouped regions by spatial variables. The association between spatial variables and CCA demonstrated that the northern region exhibited elevation (adjusted IRRs = 0.82, 95%CI: 0.78 to 0.87) and distance from water sources variable (adjusted IRRs = 0.91, 95%CI: 0.82 to 0.99). The central region elevation variable (adjusted IRRs = 0.85, 95%CI: 0.76 to 0.94). This was the distance from water sources (adjusted IRRs = 0.96, 95%CI: 0.93 to 0.99) and population density variable (adjusted IRRs = 0.94, 95%CI: 0.93 to 0.96) in the northeastern region. Population density (adjusted IRRs = 1.09, 95%CI: 1.02 to 1.15) and average temperature variable (adjusted IRRs = 1.05, 95%CI: 1.02 to 1.09) were significant in the southern region.
Spatial variables associated with CCA indicate that ASR differs across Thailand. So environmental and climate factors can inform targeted public health strategies to address CCA in high-risk areas throughout Thailand.
胆管癌(CCA)是泰国的一个主要健康问题,在该国不同地区发病率很高。本研究调查了泰国空间变量与CCA之间的关联。
泰国四个基于人群的癌症登记处提供了2012年1月1日至2021年12月31日期间进行这项回顾性队列分析的数据。在554个分区中发现了6379例确诊的CCA病例。莫兰指数(Moran's I)和空间自相关局部指标(LISA)测量了地理分布,并估计了性别年龄标准化率(ASR)。多变量对数线性回归评估了地理因素与CCA之间的关系,计算了调整后的发病率比(IRR)和95%置信区间(CI)。
在6379例CCA病例中,63.9%为男性,诊断时的平均年龄为66.2岁(标准差 = 11.07岁)。泰国男女的CCA ASR为每10万人年8.9例。东北地区的ASR最高,为每10万人年13.4例。莫兰指数和LISA研究按空间变量对区域进行了分组。空间变量与CCA之间的关联表明,北部地区呈现出发病率降低(调整后的IRR = 0.82,95%CI:0.78至0.87)以及与水源距离变量的关联(调整后的IRR = 0.91,95%CI:0.82至0.99)。中部地区的海拔变量(调整后的IRR = 0.85,95%CI:0.76至0.94)。东北地区的是与水源距离(调整后的IRR = 0.96,95%CI:0.93至0.99)和人口密度变量(调整后的IRR = 0.94,95%CI:0.93至0.96)。南部地区的人口密度(调整后的IRR = 1.09,95%CI:1.02至1.15)和平均温度变量(调整后的IRR = 1.05,95%CI:1.02至1.09)具有显著性。
与CCA相关的空间变量表明泰国各地的ASR存在差异。因此,环境和气候因素可为泰国各地高危地区应对CCA的针对性公共卫生策略提供参考。