Thi Minh Thu Khong, Thi Tra Bui, Hee-Yeon Kang, Jinhee Lee, Eunjung Park, Jin-Kyoung Oh
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After excluding patients with cancer history before 2008, we constructed a cancer-free cohort. The Cox proportional hazards model was applied to examine the association between FBG trajectories and cancer incidence by cancer type, after adjustments for covariates. Cancer case was defined as a person who was an outpatient thrice or was hospitalized once or more with a cancer diagnosis code within the first year of the claim.</p><p><strong>Results: </strong>During the follow-up time (2008-2015), 18,991 cancer cases were identified. Four glucose trajectories were found: low-stable (mean of FBG at each wave <100 mg/dL), elevated-stable (113-124 mg/dL), elevated-high (104-166 mg/dL), and high-stable (>177 mg/dL). The high-stable group had a higher risk of multiple myeloma, liver cancer and gastrointestinal cancer than the low-stable group, with HR 4.09 (95% CI 1.40 to 11.95), HR 1.68 (95% CI 1.25 to 2.26) and HR 1.27 (95% CI 1.11 to 1.45), respectively. In elevated-stable trajectory, the risk increased for all cancer (HR 1.08, 95% CI 1.02 to 1.16) and stomach cancer (HR 1.24, 95% CI 1.07 to 1.43). Significant associations were also found in the elevated-high group with oral (HR 2.13, 95% CI 1.01 to 4.47), liver (HR 1.50, 95% CI 1.08 to 2.08) and pancreatic cancer (HR 1.99, 95% CI 1.20 to 3.30).</p><p><strong>Conclusions: </strong>Our study highlights that the uncontrolled high glucose level for many years may increase the risk of cancer.</p>","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":null,"pages":null},"PeriodicalIF":3.7000,"publicationDate":"2024-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10900343/pdf/","citationCount":"0","resultStr":"{\"title\":\"Cancer risk according to fasting blood glucose trajectories: a population-based cohort study.\",\"authors\":\"Thi Minh Thu Khong, Thi Tra Bui, Hee-Yeon Kang, Jinhee Lee, Eunjung Park, Jin-Kyoung Oh\",\"doi\":\"10.1136/bmjdrc-2023-003696\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>Diabetes mellitus is known to increase the risk of cancer. Fasting blood glucose (FBG) levels can be changed over time. However, the association between FBG trajectory and cancer risk has been insufficiently studied. This research aims to examine the relationship between FBG trajectories and cancer risk in the Korean population.</p><p><strong>Research design and methods: </strong>We analyzed data from the National Health Insurance Service-National Health Screening Cohort collected between 2002 and 2015. Group-based trajectory modeling was performed on 256,271 Koreans aged 40-79 years who had participated in health examinations at least three times from 2002 to 2007. After excluding patients with cancer history before 2008, we constructed a cancer-free cohort. The Cox proportional hazards model was applied to examine the association between FBG trajectories and cancer incidence by cancer type, after adjustments for covariates. Cancer case was defined as a person who was an outpatient thrice or was hospitalized once or more with a cancer diagnosis code within the first year of the claim.</p><p><strong>Results: </strong>During the follow-up time (2008-2015), 18,991 cancer cases were identified. Four glucose trajectories were found: low-stable (mean of FBG at each wave <100 mg/dL), elevated-stable (113-124 mg/dL), elevated-high (104-166 mg/dL), and high-stable (>177 mg/dL). The high-stable group had a higher risk of multiple myeloma, liver cancer and gastrointestinal cancer than the low-stable group, with HR 4.09 (95% CI 1.40 to 11.95), HR 1.68 (95% CI 1.25 to 2.26) and HR 1.27 (95% CI 1.11 to 1.45), respectively. In elevated-stable trajectory, the risk increased for all cancer (HR 1.08, 95% CI 1.02 to 1.16) and stomach cancer (HR 1.24, 95% CI 1.07 to 1.43). 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引用次数: 0
摘要
导言众所周知,糖尿病会增加罹患癌症的风险。空腹血糖(FBG)水平可随时间而改变。然而,人们对 FBG 轨迹与癌症风险之间的关系研究不足。本研究旨在探讨韩国人群中 FBG 轨迹与癌症风险之间的关系:我们分析了 2002 年至 2015 年期间收集的国民健康保险服务-国民健康检查队列数据。我们对 256,271 名年龄在 40-79 岁之间、在 2002 年至 2007 年期间至少参加过三次健康检查的韩国人进行了基于群体的轨迹建模。在排除了2008年以前有癌症病史的患者后,我们构建了一个无癌症队列。在对协变量进行调整后,我们采用 Cox 比例危险模型按癌症类型研究了 FBG 轨迹与癌症发病率之间的关系。癌症病例的定义是,在索赔的第一年内,门诊三次或住院一次或一次以上且有癌症诊断代码的人:结果:在随访期间(2008-2015 年),共发现 18991 例癌症病例。发现了四种血糖轨迹:低稳定组(每次波次的 FBG 平均值为 177 mg/dL)。高稳定组患多发性骨髓瘤、肝癌和胃肠道癌症的风险高于低稳定组,分别为 HR 4.09(95% CI 1.40 至 11.95)、HR 1.68(95% CI 1.25 至 2.26)和 HR 1.27(95% CI 1.11 至 1.45)。在升高-稳定轨迹中,所有癌症(HR 1.08,95% CI 1.02 至 1.16)和胃癌(HR 1.24,95% CI 1.07 至 1.43)的风险都有所增加。在血糖升高组中,还发现口腔癌(HR 2.13,95% CI 1.01 至 4.47)、肝癌(HR 1.50,95% CI 1.08 至 2.08)和胰腺癌(HR 1.99,95% CI 1.20 至 3.30)与血糖升高有显著关联:我们的研究强调,多年未控制的高血糖水平可能会增加患癌症的风险。
Cancer risk according to fasting blood glucose trajectories: a population-based cohort study.
Introduction: Diabetes mellitus is known to increase the risk of cancer. Fasting blood glucose (FBG) levels can be changed over time. However, the association between FBG trajectory and cancer risk has been insufficiently studied. This research aims to examine the relationship between FBG trajectories and cancer risk in the Korean population.
Research design and methods: We analyzed data from the National Health Insurance Service-National Health Screening Cohort collected between 2002 and 2015. Group-based trajectory modeling was performed on 256,271 Koreans aged 40-79 years who had participated in health examinations at least three times from 2002 to 2007. After excluding patients with cancer history before 2008, we constructed a cancer-free cohort. The Cox proportional hazards model was applied to examine the association between FBG trajectories and cancer incidence by cancer type, after adjustments for covariates. Cancer case was defined as a person who was an outpatient thrice or was hospitalized once or more with a cancer diagnosis code within the first year of the claim.
Results: During the follow-up time (2008-2015), 18,991 cancer cases were identified. Four glucose trajectories were found: low-stable (mean of FBG at each wave <100 mg/dL), elevated-stable (113-124 mg/dL), elevated-high (104-166 mg/dL), and high-stable (>177 mg/dL). The high-stable group had a higher risk of multiple myeloma, liver cancer and gastrointestinal cancer than the low-stable group, with HR 4.09 (95% CI 1.40 to 11.95), HR 1.68 (95% CI 1.25 to 2.26) and HR 1.27 (95% CI 1.11 to 1.45), respectively. In elevated-stable trajectory, the risk increased for all cancer (HR 1.08, 95% CI 1.02 to 1.16) and stomach cancer (HR 1.24, 95% CI 1.07 to 1.43). Significant associations were also found in the elevated-high group with oral (HR 2.13, 95% CI 1.01 to 4.47), liver (HR 1.50, 95% CI 1.08 to 2.08) and pancreatic cancer (HR 1.99, 95% CI 1.20 to 3.30).
Conclusions: Our study highlights that the uncontrolled high glucose level for many years may increase the risk of cancer.
期刊介绍:
BMJ Open Diabetes Research & Care is an open access journal committed to publishing high-quality, basic and clinical research articles regarding type 1 and type 2 diabetes, and associated complications. Only original content will be accepted, and submissions are subject to rigorous peer review to ensure the publication of
high-quality — and evidence-based — original research articles.