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首页> 外文期刊>Geospatial Health >Colorectal cancer risk factors in north-eastern Iran: A retrospective cross-sectional study based on geographical information systems, spatial autocorrelation and regression analysis
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Colorectal cancer risk factors in north-eastern Iran: A retrospective cross-sectional study based on geographical information systems, spatial autocorrelation and regression analysis

机译:伊朗东北部大肠癌的危险因素:基于地理信息系统,空间自相关和回归分析的回顾性横断面研究

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Colorectal cancer (CRC) is the second most common cancer among females and the third most common malignancy in males in the world. No single risk factor has been identified, but there are many interrelated factors that together cause the disease. This retrospective, cross-sectional study aimed to identify potential spatial factors contributing to its geographical distribution. Data concerning 1,089 individuals with CRC from the Khorasan-Razavi Province in Iran, located in the North-East of the country, were obtained from the national CRC registry. Local Moran’s I statistic was performed to identify clustered areas of CRC occurrence and ordinary least squared regression was calculated to predict frequency of the disease based on a set of variables, such as diet, body mass index (BMI) and the proportion of the population ≥50 years of age. Some dissimilarities related to the geography in the province and also some neighbourhood-related similarities and dissimilarities of CRC occurrence in the city of Mashhad were found. A significant regression equation was found (F (4,137)=38.304, P.000) with an adjusted R2 of 0.6141. The predicted CRC frequency was -58.3581 with the coefficients for average BMI=+1.594878; fibre intake=-0.610335; consumption of red meat +0.078970; and ≥50-year age group =+0.000744. All associations were statistically significant, except the consumption of red meat one. The study results illuminate the potential underlying risk factors in areas where the CRC risk is comparatively high and how the CRC risk factors may play a role in CRC geographic disparity. Further research is required to explain the patterns observed. We conclude that people should include more fibre in their daily diet and decline their BMI to decrease risk of CRC.
机译:结直肠癌(CRC)是世界上女性中第二常见的癌症,也是男性中第三常见的恶性肿瘤。尚未确定任何单一的危险因素,但有许多相互关联的因素共同导致该疾病。这项回顾性横断面研究旨在确定有助于其地理分布的潜在空间因素。来自该国东北部的伊朗霍拉桑-拉扎维省的1,089名CRC儿童的数据来自国家CRC注册中心。进行局部Moran's I统计以识别CRC发生的聚集区域,并基于一组变量(例如饮食,体重指数(BMI)和人口比例≥)计算普通最小二乘回归来预测疾病的发生率50岁。发现了与该省地理有关的一些异同,以及在马什哈德市与CRC相关的邻居相关的异同。发现一个显着的回归方程(F(4,137)= 38.304,P <.000),调整后的R2为0.6141。预测的CRC频率为-58.3581,平均BMI系数= + 1.594878;纤维摄入量= -0.610335;食用红肉+0.078970; ≥50岁年龄组= + 0.000744。除食用红肉外,所有关联均具有统计学意义。该研究结果阐明了在CRC风险相对较高的地区中潜在的潜在风险因素,以及CRC风险因素如何在CRC地理差异中发挥作用。需要进一步的研究来解释观察到的模式。我们得出的结论是,人们应在日常饮食中添加更多纤维,并降低BMI以降低CRC的风险。

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