Medical Device Industry Program in Graduate School, Dongguk University-Seoul, Seoul, Korea.
Department of Medical Biotechnology, Dongguk University-Seoul, Seoul, Korea.
PLoS One. 2022 Sep 9;17(9):e0273995. doi: 10.1371/journal.pone.0273995. eCollection 2022.
The study aimed at exploring factors that most influence colorectal cancer (CRC) age standardized mortality ratio (ASMR) among Korean women, as reported in previous studies. The factors used the data of 250 municipalities from the Korean Statistical Information Service (KOSIS) from 2010 to 2018. In the exploratory survey, over 70% of women aged 65 and above died of colorectal cancer. After investigating the existing literature and theories, 250 regions were classified into hot and cold spots according to age standardized mortality ratio (ASMR). The Nearest Neighbor Index (NNI), Moran's I index and The Durbin-Watson test were also utilized. The ASMR's regional cluster analysis showed that the inland areas were the hot spots and the cold spots were in the southwest coastal areas. The result also showed the differences in dwellers' lifestyles between these two regions as well as the mean difference between the two. In addition, there was no significant difference in ASMR for breast cancer, CRC deaths, and agricultural product shipments between the two regions. In the multiple regression model, CRC mortality, diabetes, and CRC age standardized incidence ratio (ASIR) were analyzed as major influencing factors, demonstrated a significant result with 30.6% by examining the adjusted R-squared. However, this study showed that factors such as smoking, alcohol consumption, abdominal obesity, breast cancer, and food consumption indicated to have less influence on the occurrence of CRC. The aging rate, amount of food consumption, seafood production, livestock product shipments, and drinking rate were higher in the cold spot than in the hot spot.
本研究旨在探讨先前研究报道的影响韩国女性结直肠癌(CRC)年龄标准化死亡率(ASMR)的主要因素。这些因素使用了韩国统计信息服务(KOSIS)2010 年至 2018 年 250 个市的数据。在探索性调查中,超过 70%的 65 岁及以上女性死于结直肠癌。在调查现有文献和理论的基础上,根据年龄标准化死亡率(ASMR)将 250 个地区分为热点和冷点地区。还使用了最近邻指数(NNI)、Moran's I 指数和 Durbin-Watson 检验。ASMR 的区域聚类分析显示,内陆地区为热点地区,西南沿海地区为冷点地区。结果还显示了这两个地区居民生活方式的差异以及两者之间的平均差异。此外,这两个地区的乳腺癌、CRC 死亡和农产品运输量的 ASMR 没有显著差异。在多元回归模型中,CRC 死亡率、糖尿病和 CRC 年龄标准化发病率(ASIR)被分析为主要影响因素,调整后的 R-squared 显示,这三个因素对 CRC 死亡率的影响达到 30.6%。然而,本研究表明,吸烟、饮酒、腹部肥胖、乳腺癌和食物摄入等因素对 CRC 的发生影响较小。冷点地区的老龄化率、食物消费量、海鲜产量、畜产品运输量和饮酒率均高于热点地区。