Ballin Marcel, Ahlqvist Viktor H, Berglind Daniel, Brunström Mattias, Angel Herraiz-Adillo, Henriksson Pontus, Neovius Martin, Ortega Francisco B, Nordström Anna, Nordström Peter
medRxiv. 2024 Nov 28:2024.11.26.24318038. doi: 10.1101/2024.11.26.24318038.
The importance of adolescent cardiorespiratory fitness for long-term risk of type 2 diabetes (T2D) remains poorly investigated, and whether the association is influenced by unobserved familial confounding is unknown.
We conducted a sibling-controlled cohort study based on all Swedish men who participated in mandatory military conscription examinations from 1972 to 1995 around the age of 18, and who completed standardized cardiorespiratory fitness testing. The outcome was T2D, defined as a composite endpoint of diagnosis in inpatient or specialist outpatient care, or dispensation of antidiabetic medication, until 31 December 2023.
1 124 049 men, of which 477 453 were full siblings, with a mean age of 18.3 years at baseline were included. During follow-up, 115 958 men (48 089 full siblings) experienced a first T2D event at a median age of 53.4 years. Compared to the first decile of fitness, higher fitness levels were associated with a progressively lower risk of T2D. In cohort analysis, the hazard ratio (HR) in the second decile was 0.83 (95% CI, 0.81 to 0.85), with a difference in the standardized cumulative incidence at age 65 of 4.3 (3.8 to 4.8) percentage points, dropping to a HR of 0.38 (0.36 to 0.39; incidence difference 17.8 [17.3 to 18.3] percentage points) in the tenth decile. When comparing full siblings, and thus controlling for all unobserved behavioral, environmental, and genetic confounders that they share, the association replicated, although with attenuation in magnitude. The HR in the second decile was 0.89 (0.85 to 0.94; incidence difference 2.3 [1.3 to 3.3] percentage points), and in the tenth decile it was 0.53 (0.50 to 0.57; incidence difference 10.9 [9.7 to 12.1] percentage points). Hypothetically shifting everyone in the first decile of fitness to the second decile was estimated to prevent 7.2% (6.4 to 8.0) of cases at age 65 in cohort vs. 4.6% (2.6 to 6.5) in full-sibling analysis. The association was similar in those with overweight as in those without.
Higher levels of adolescent cardiorespiratory fitness are associated with lower risk of T2D in late adulthood, with clinically relevant associations starting already from very low levels of fitness, and similarly in those with overweight compared to those without. The association replicates, but becomes weaker, after adjusting for unobserved familial confounders shared between full siblings. This suggests that adolescent cardiorespiratory fitness is a robust marker of long-term T2D risk, but that conventional observational analysis may yield biased estimates.
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Type 2 diabetes is a growing public health issue, affecting at least half a billion people globally. Modifiable factors such as physical activity and the closely related trait cardiorespiratory fitness, which are inversely associated with type 2 diabetes, are declining, particularly among youth. Since these traits track from youth into adulthood, early-life interventions might have important implications for prevention. However, previous studies have typically focused on middle-aged individuals, leaving gaps in understanding whether fitness in youth is associated with type 2 diabetes in the long-term. Moreover, they have not been designed to adequately account for unobserved confounders. Triangulating the evidence across different methods, such as using sibling comparison analysis, would be important to obtain more accurate and reliable estimates of the causal relationship. In this nationwide sibling-controlled cohort study encompassing more than 1 million young men, of which half a million were full siblings, higher levels of adolescent cardiorespiratory fitness were associated with a substantially lower risk of developing type 2 diabetes up to five decades later. The association was clinically relevant already from low levels of fitness, and it appeared similar in those with overweight as in those without overweight. While the association replicated after adjusting for unobserved familial confounders shared between full siblings, the magnitude of association attenuated by an amount that appeared clinically relevant. For example, the incidence differences between deciles of fitness were about 40% smaller in sibling-comparison analyses as compared to cohort analysis, and the preventable share of type 2 diabetes associated with hypothetical interventions shifting the population-level of fitness was reduced by about one-third. Adolescent cardiorespiratory fitness is a strong marker of long-term risk of type 2 diabetes, both in those with and without overweight. These findings render support to large-scale surveillance of fitness from a prevention perspective, and if the findings are confirmed using other lines of causal analysis, they may render support to interventions targeting fitness already from a young age. Yet, these findings also highlight the importance of triangulation for obtaining more reliable evidence of the magnitude of association, and shed light on the pitfalls of conventional observational analysis which may yield biased estimates.
青少年心肺适能对2型糖尿病(T2D)长期风险的重要性仍未得到充分研究,且该关联是否受未观察到的家族混杂因素影响尚不清楚。
我们基于1972年至1995年期间在18岁左右参加义务兵役检查并完成标准化心肺适能测试的所有瑞典男性,进行了一项同胞对照队列研究。结局为T2D,定义为截至2023年12月31日,住院或专科门诊诊断或配发抗糖尿病药物的综合终点。
纳入了1124049名男性,其中477453名是同胞兄弟,基线时平均年龄为18.3岁。随访期间,115958名男性(48089名同胞兄弟)在中位年龄53.4岁时发生了首次T2D事件。与最低适能十分位数相比,较高的适能水平与T2D风险逐渐降低相关。在队列分析中,第二适能十分位数的风险比(HR)为0.83(95%CI,0.81至0.85),65岁时标准化累积发病率差异为4.3(3.8至4.8)个百分点,在第十适能十分位数中降至HR为0.38(0.36至0.39;发病率差异17.8[17.3至18.3]个百分点)。当比较同胞兄弟时,即控制他们共有的所有未观察到的行为、环境和遗传混杂因素,该关联仍然存在,尽管强度有所减弱。第二适能十分位数的HR为0.89(0.85至0.94;发病率差异2.3[1.3至3.3]个百分点),第十适能十分位数中为0.53(0.50至0.57;发病率差异10.9[9.7至12.1]个百分点)。假设将处于最低适能十分位数的所有人转移到第二适能十分位数,估计在队列中可预防65岁时7.2%(6.4至8.0)的病例,在同胞兄弟分析中为4.6%(2.6至6.5)。超重者与非超重者的关联相似。
青少年较高的心肺适能水平与成年后期较低的T2D风险相关,从非常低的适能水平就开始存在具有临床意义的关联,超重者与非超重者相似。在调整同胞兄弟共有的未观察到的家族混杂因素后,该关联仍然存在,但强度减弱。这表明青少年心肺适能是长期T2D风险的有力标志物,但传统的观察性分析可能会产生有偏差的估计。
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2型糖尿病是一个日益严重的公共卫生问题,全球至少有5亿人受其影响。身体活动和与之密切相关的心肺适能等可改变因素与2型糖尿病呈负相关,但这些因素正在下降,尤其是在年轻人中。由于这些特征从青年期持续到成年期,早期干预可能对预防具有重要意义。然而,以往研究通常集中在中年个体,在理解青年期适能是否与2型糖尿病长期相关方面存在空白。此外,这些研究没有设计好以充分考虑未观察到的混杂因素。通过不同方法(如使用同胞比较分析)对证据进行三角验证,对于获得更准确可靠的因果关系估计非常重要。在这项全国性的同胞对照队列研究中,纳入了超过100万年轻男性,其中50万是同胞兄弟,青少年较高的心肺适能水平与高达五十年后发生2型糖尿病的风险大幅降低相关。从低适能水平开始就存在具有临床意义的关联,超重者与非超重者相似。虽然在调整同胞兄弟共有的未观察到的家族混杂因素后该关联仍然存在,但关联强度减弱的幅度似乎具有临床意义。例如,与队列分析相比,同胞比较分析中适能十分位数之间的发病率差异小约40%,与假设干预使人群适能水平发生变化相关的2型糖尿病可预防比例降低了约三分之一。青少年心肺适能是2型糖尿病长期风险的有力标志物,无论超重与否。这些发现支持从预防角度对适能进行大规模监测,如果使用其他因果分析方法证实了这些发现,可能支持从年轻时就针对适能进行干预。然而,这些发现也凸显了三角验证对于获得更可靠关联强度证据的重要性,并揭示了传统观察性分析可能产生有偏差估计的陷阱。