Division of General Internal Medicine, Department of Medicine, St. Luke's International Hospital, Tokyo, Japan.
Department of Epidemiology, St. Luke's International University Graduate School of Public Health, Tokyo, Japan.
Acta Diabetol. 2020 Feb;57(2):189-196. doi: 10.1007/s00592-019-01396-5. Epub 2019 Aug 9.
The fluctuation of hemoglobin A1c (HbA1c) and changes in health habits over time was not considered in previous studies. The aim of this study was to evaluate the time-sequenced association between malignancy incidence and HbA1c with a longitudinal study design using repeated measurements of HbA1c.
A retrospective longitudinal study was conducted at a large teaching hospital in Tokyo, Japan, from 2005 to 2016. All participants who underwent voluntary health check-ups at the hospital were included. Our outcomes were the development of malignancy. We compared these outcomes using HbA1c categories. Longitudinal analyses were conducted with a mixed effects model in which time-dependent HbA1c measurements were applied to consider fluctuations in HbA1c levels, adjusted for covariates.
A total of 77,385 nondiabetic participants were included in the study; the mean age was 44.7 and 49.4% of participants were male. During a median follow-up of 1588 (interquartile range 730-2946) days, 4506 (5.8%) participants developed malignancies. The relationship between future malignancies and HbA1c was U-shaped; both the lower HbA1c groups (OR 1.31, 95% CI 1.17-1.46 for < 5.0%) and the higher HbA1c group (OR 1.87, 95% CI 1.03-3.39 for ≥ 7.5%) had significantly higher odds ratios compared to the 5.5-5.9%. The lowest HbA1c was associated with higher odds of breast cancer (OR 1.5, 95% CI 1.21-1.86) and female genital cancer (OR 1.57, 95% CI 1.04-2.37).
Our study found a U-shaped association between HbA1c and future malignancies among nondiabetic people but did not find additional risk at the prediabetic level. Low HbA1c may be associated with the incidence of breast cancer and female genital cancer.
在之前的研究中,并没有考虑血红蛋白 A1c(HbA1c)的波动和随时间变化的健康习惯的改变。本研究旨在通过使用 HbA1c 的重复测量进行纵向研究设计,评估恶性肿瘤发病率与 HbA1c 的时间序列关联。
本研究是在日本东京的一家大型教学医院进行的回顾性纵向研究,时间范围为 2005 年至 2016 年。所有在医院接受自愿健康检查的参与者均被纳入研究。我们的研究结果是恶性肿瘤的发生。我们使用 HbA1c 分类来比较这些结果。纵向分析采用混合效应模型进行,其中时间依赖性 HbA1c 测量被应用于考虑 HbA1c 水平的波动,同时调整了协变量。
本研究共纳入 77385 例非糖尿病参与者;平均年龄为 44.7 岁,49.4%的参与者为男性。在中位随访 1588(四分位距 730-2946)天期间,4506(5.8%)例参与者发生恶性肿瘤。未来恶性肿瘤与 HbA1c 之间的关系呈 U 型;HbA1c 较低的两组(<5.0%的 OR 1.31,95%CI 1.17-1.46;≥7.5%的 OR 1.87,95%CI 1.03-3.39)与 5.5-5.9%相比,优势比显著更高。最低的 HbA1c 与乳腺癌(OR 1.5,95%CI 1.21-1.86)和女性生殖器官癌(OR 1.57,95%CI 1.04-2.37)的发生风险更高相关。
我们的研究发现,在非糖尿病人群中,HbA1c 与未来恶性肿瘤之间存在 U 型关联,但在糖尿病前期水平并未发现额外的风险。低 HbA1c 可能与乳腺癌和女性生殖器官癌的发生有关。