Herindita Puspitaningtyas, Juan Adrian Wiranata, Bayu Satria Wiratama, Jajah Fachiroh, Susanna Hilda Hutajulu
{"title":"低受教育程度与高结直肠癌风险的关系:当地生活方式相关因素的中介作用","authors":"Herindita Puspitaningtyas, Juan Adrian Wiranata, Bayu Satria Wiratama, Jajah Fachiroh, Susanna Hilda Hutajulu","doi":"10.14740/wjon2599","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Educational attainment may influence colorectal cancer (CRC) risks, though the association remains inconclusive. The association might be mediated by health behaviors. This study aimed to explore the association of education on risks of CRC and to elucidate the mediatory effects of lifestyle-associated factors.</p><p><strong>Methods: </strong>This case-control study included 174 cases and 296 healthy controls. We used a semi-structured questionnaire to collect information on participants' sociodemographic factors (age, sex, marital status, monthly income, and family history of CRC) and lifestyle-associated behaviors (smoking status, physical activity, and frequency of red meat, legumes, and vegetables intake). Body mass index (BMI) was calculated using body mass measured at first contact. Participants' education was categorized into those who completed basic education (≥ 12 years) and those who did not complete basic education (< 12 years). Logistic and multiple logistic regression analyses were employed to test the correlation between education and risk of CRC, adjusted by sociodemographic and lifestyle-associated factors. Path analysis was performed to test the mediatory effect of lifestyle-associated behaviors on the correlation.</p><p><strong>Results: </strong>Participants with lower educational attainment had higher odds of CRC (odds ratio (OR) = 4.76, 95% confidence interval (CI) = 3.07 - 7.38), and the association remained consistent when adjusted by sociodemographic factors (adjusted OR (aOR) = 3.06, 95% CI = 1.86 - 5.03) and combined with lifestyle-associated behaviors (aOR = 2.73, 95% CI = 1.43 - 5.22). The association were consistent among men (OR = 6.14, 95% CI = 3.12 - 12.06; aOR = 4.65, 95% CI = 2.19 - 9.87; aOR = 1.05, 95% CI = 1.02 - 1.09), yet no longer significant among women when adjusted with sociodemographic and lifestyle-associated factors (OR = 3.91, 95% CI = 2.19 - 6.97; aOR = 2.02, 95% CI = 1.02 - 4.00; aOR = 1.56, 95% CI = 0.61 - 3.95). Path analysis showed that the association between educational attainment and risk of CRC was mediated by physical activity, BMI, and intake of red meat, legumes, and vegetables.</p><p><strong>Conclusion: </strong>In our study, educational attainment was inversely correlated with the odds of CRC and might be mediated by physical activity, BMI, and intake of red meat, legumes, and vegetables. Taking other sociodemographic and lifestyle-associated factors into account, the association between lower educational attainment and higher odds of CRC was more substantial among men. These findings highlight the importance of promoting education and healthy lifestyle behaviors, particularly among men, as an essential part of targeted public health strategies in reducing burden of CRC.</p>","PeriodicalId":46797,"journal":{"name":"World Journal of Oncology","volume":"16 4","pages":"388-396"},"PeriodicalIF":2.2000,"publicationDate":"2025-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12339289/pdf/","citationCount":"0","resultStr":"{\"title\":\"Association of Low Educational Attainment and Higher Colorectal Cancer Risk: Mediatory Effect of Lifestyle-Associated Factors Within Local Context.\",\"authors\":\"Herindita Puspitaningtyas, Juan Adrian Wiranata, Bayu Satria Wiratama, Jajah Fachiroh, Susanna Hilda Hutajulu\",\"doi\":\"10.14740/wjon2599\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Educational attainment may influence colorectal cancer (CRC) risks, though the association remains inconclusive. The association might be mediated by health behaviors. This study aimed to explore the association of education on risks of CRC and to elucidate the mediatory effects of lifestyle-associated factors.</p><p><strong>Methods: </strong>This case-control study included 174 cases and 296 healthy controls. We used a semi-structured questionnaire to collect information on participants' sociodemographic factors (age, sex, marital status, monthly income, and family history of CRC) and lifestyle-associated behaviors (smoking status, physical activity, and frequency of red meat, legumes, and vegetables intake). Body mass index (BMI) was calculated using body mass measured at first contact. Participants' education was categorized into those who completed basic education (≥ 12 years) and those who did not complete basic education (< 12 years). Logistic and multiple logistic regression analyses were employed to test the correlation between education and risk of CRC, adjusted by sociodemographic and lifestyle-associated factors. Path analysis was performed to test the mediatory effect of lifestyle-associated behaviors on the correlation.</p><p><strong>Results: </strong>Participants with lower educational attainment had higher odds of CRC (odds ratio (OR) = 4.76, 95% confidence interval (CI) = 3.07 - 7.38), and the association remained consistent when adjusted by sociodemographic factors (adjusted OR (aOR) = 3.06, 95% CI = 1.86 - 5.03) and combined with lifestyle-associated behaviors (aOR = 2.73, 95% CI = 1.43 - 5.22). The association were consistent among men (OR = 6.14, 95% CI = 3.12 - 12.06; aOR = 4.65, 95% CI = 2.19 - 9.87; aOR = 1.05, 95% CI = 1.02 - 1.09), yet no longer significant among women when adjusted with sociodemographic and lifestyle-associated factors (OR = 3.91, 95% CI = 2.19 - 6.97; aOR = 2.02, 95% CI = 1.02 - 4.00; aOR = 1.56, 95% CI = 0.61 - 3.95). Path analysis showed that the association between educational attainment and risk of CRC was mediated by physical activity, BMI, and intake of red meat, legumes, and vegetables.</p><p><strong>Conclusion: </strong>In our study, educational attainment was inversely correlated with the odds of CRC and might be mediated by physical activity, BMI, and intake of red meat, legumes, and vegetables. Taking other sociodemographic and lifestyle-associated factors into account, the association between lower educational attainment and higher odds of CRC was more substantial among men. These findings highlight the importance of promoting education and healthy lifestyle behaviors, particularly among men, as an essential part of targeted public health strategies in reducing burden of CRC.</p>\",\"PeriodicalId\":46797,\"journal\":{\"name\":\"World Journal of Oncology\",\"volume\":\"16 4\",\"pages\":\"388-396\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2025-07-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12339289/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"World Journal of Oncology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.14740/wjon2599\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/8/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q3\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"World Journal of Oncology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.14740/wjon2599","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/8/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
背景:受教育程度可能影响结直肠癌(CRC)的风险,尽管其相关性尚不确定。这种关联可能是由健康行为介导的。本研究旨在探讨教育与结直肠癌风险的关系,并阐明生活方式相关因素的中介作用。方法:本研究纳入174例病例和296名健康对照。我们使用半结构化问卷来收集参与者的社会人口学因素(年龄、性别、婚姻状况、月收入和结直肠癌家族史)和生活方式相关行为(吸烟状况、体育活动、红肉、豆类和蔬菜摄入频率)的信息。身体质量指数(BMI)采用第一次接触时测量的身体质量计算。参与者受教育程度分为完成基础教育(≥12年)和未完成基础教育(< 12年)。采用Logistic和多元Logistic回归分析来检验教育程度与结直肠癌风险之间的相关性,并根据社会人口统计学和生活方式相关因素进行调整。通过通径分析检验生活方式相关行为对相关性的中介作用。结果:受教育程度较低的参与者患CRC的几率较高(比值比(OR) = 4.76, 95%可信区间(CI) = 3.07 - 7.38),经社会人口学因素调整后(调整后的OR (aOR) = 3.06, 95% CI = 1.86 - 5.03)并结合生活方式相关行为(aOR = 2.73, 95% CI = 1.43 - 5.22),两者的相关性保持一致。该相关性在男性中也是一致的(OR = 6.14, 95% CI = 3.12 - 12.06;aOR = 4.65, 95% CI = 2.19 ~ 9.87;aOR = 1.05, 95% CI = 1.02 - 1.09),但在调整了社会人口统计学和生活方式相关因素后,在女性中不再显著(OR = 3.91, 95% CI = 2.19 - 6.97;aOR = 2.02, 95% CI = 1.02 - 4.00;aOR = 1.56, 95% CI = 0.61 - 3.95)。通径分析显示,受教育程度与结直肠癌风险之间的关联是由身体活动、BMI和摄入红肉、豆类和蔬菜介导的。结论:在我们的研究中,受教育程度与结直肠癌的发病率呈负相关,可能与身体活动、BMI和摄入红肉、豆类和蔬菜有关。考虑到其他社会人口学和生活方式相关因素,在男性中,受教育程度较低与结直肠癌发病率较高之间的关联更为明显。这些发现强调了促进教育和健康生活方式行为的重要性,特别是在男性中,作为减轻结直肠癌负担的有针对性的公共卫生战略的重要组成部分。
Association of Low Educational Attainment and Higher Colorectal Cancer Risk: Mediatory Effect of Lifestyle-Associated Factors Within Local Context.
Background: Educational attainment may influence colorectal cancer (CRC) risks, though the association remains inconclusive. The association might be mediated by health behaviors. This study aimed to explore the association of education on risks of CRC and to elucidate the mediatory effects of lifestyle-associated factors.
Methods: This case-control study included 174 cases and 296 healthy controls. We used a semi-structured questionnaire to collect information on participants' sociodemographic factors (age, sex, marital status, monthly income, and family history of CRC) and lifestyle-associated behaviors (smoking status, physical activity, and frequency of red meat, legumes, and vegetables intake). Body mass index (BMI) was calculated using body mass measured at first contact. Participants' education was categorized into those who completed basic education (≥ 12 years) and those who did not complete basic education (< 12 years). Logistic and multiple logistic regression analyses were employed to test the correlation between education and risk of CRC, adjusted by sociodemographic and lifestyle-associated factors. Path analysis was performed to test the mediatory effect of lifestyle-associated behaviors on the correlation.
Results: Participants with lower educational attainment had higher odds of CRC (odds ratio (OR) = 4.76, 95% confidence interval (CI) = 3.07 - 7.38), and the association remained consistent when adjusted by sociodemographic factors (adjusted OR (aOR) = 3.06, 95% CI = 1.86 - 5.03) and combined with lifestyle-associated behaviors (aOR = 2.73, 95% CI = 1.43 - 5.22). The association were consistent among men (OR = 6.14, 95% CI = 3.12 - 12.06; aOR = 4.65, 95% CI = 2.19 - 9.87; aOR = 1.05, 95% CI = 1.02 - 1.09), yet no longer significant among women when adjusted with sociodemographic and lifestyle-associated factors (OR = 3.91, 95% CI = 2.19 - 6.97; aOR = 2.02, 95% CI = 1.02 - 4.00; aOR = 1.56, 95% CI = 0.61 - 3.95). Path analysis showed that the association between educational attainment and risk of CRC was mediated by physical activity, BMI, and intake of red meat, legumes, and vegetables.
Conclusion: In our study, educational attainment was inversely correlated with the odds of CRC and might be mediated by physical activity, BMI, and intake of red meat, legumes, and vegetables. Taking other sociodemographic and lifestyle-associated factors into account, the association between lower educational attainment and higher odds of CRC was more substantial among men. These findings highlight the importance of promoting education and healthy lifestyle behaviors, particularly among men, as an essential part of targeted public health strategies in reducing burden of CRC.
期刊介绍:
World Journal of Oncology, bimonthly, publishes original contributions describing basic research and clinical investigation of cancer, on the cellular, molecular, prevention, diagnosis, therapy and prognosis aspects. The submissions can be basic research or clinical investigation oriented. This journal welcomes those submissions focused on the clinical trials of new treatment modalities for cancer, and those submissions focused on molecular or cellular research of the oncology pathogenesis. Case reports submitted for consideration of publication should explore either a novel genomic event/description or a new safety signal from an oncolytic agent. The areas of interested manuscripts are these disciplines: tumor immunology and immunotherapy; cancer molecular pharmacology and chemotherapy; drug sensitivity and resistance; cancer epidemiology; clinical trials; cancer pathology; radiobiology and radiation oncology; solid tumor oncology; hematological malignancies; surgical oncology; pediatric oncology; molecular oncology and cancer genes; gene therapy; cancer endocrinology; cancer metastasis; prevention and diagnosis of cancer; other cancer related subjects. The types of manuscripts accepted are original article, review, editorial, short communication, case report, letter to the editor, book review.