Deep Medicine, Oxford Martin School, University of Oxford, Oxford, United Kingdom (S.R., Y.L., M.N., M.M., G.S.-K., K.R.).
Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, United Kingdom (S.R., Y.L., M.N., M.M., G.S.-K., K.R.).
Hypertension. 2023 Mar;80(3):598-607. doi: 10.1161/HYPERTENSIONAHA.122.20489. Epub 2022 Dec 30.
Whether the association between systolic blood pressure (SBP) and risk of cardiovascular disease is monotonic or whether there is a nadir of optimal blood pressure remains controversial. We investigated the association between SBP and cardiovascular events in patients with diabetes across the full spectrum of SBP.
A cohort of 49 000 individuals with diabetes aged 50 to 90 years between 1990 and 2005 was identified from linked electronic health records in the United Kingdom. Associations between SBP and cardiovascular outcomes (ischemic heart disease, heart failure, stroke, and cardiovascular death) were analyzed using a deep learning approach.
Over a median follow-up of 7.3 years, 16 378 cardiovascular events were observed. The relationship between SBP and cardiovascular events followed a monotonic pattern, with the group with the lowest baseline SBP of <120 mm Hg exhibiting the lowest risk of cardiovascular events. In comparison to the reference group with the lowest SBP (<120 mm Hg), the adjusted risk ratio for cardiovascular disease was 1.03 (95% CI, 0.97-1.10) for SBP between 120 and 129 mm Hg, 1.05 (0.99-1.11) for SBP between 130 and 139 mm Hg, 1.08 (1.01-1.15) for SBP between 140 and 149 mm Hg, 1.12 (1.03-1.20) for SBP between 150 and 159 mm Hg, and 1.19 (1.09-1.28) for SBP ≥160 mm Hg.
Using deep learning modeling, we found a monotonic relationship between SBP and risk of cardiovascular outcomes in patients with diabetes, without evidence of a J-shaped relationship.
收缩压(SBP)与心血管疾病风险之间的关联是单调的,还是存在最佳血压的低谷,这仍存在争议。我们研究了 SBP 全谱范围内糖尿病患者的 SBP 与心血管事件之间的关联。
从英国的电子健康记录中确定了 1990 年至 2005 年间年龄在 50 至 90 岁之间的 49000 名糖尿病患者的队列。使用深度学习方法分析 SBP 与心血管结局(缺血性心脏病、心力衰竭、中风和心血管死亡)之间的关联。
在中位随访 7.3 年期间,观察到 16378 例心血管事件。SBP 与心血管事件之间的关系呈单调模式,基线 SBP 最低的<120mmHg 组发生心血管事件的风险最低。与 SBP 最低的<120mmHg 的参考组相比,SBP 在 120-129mmHg 之间的心血管疾病风险比为 1.03(95%CI,0.97-1.10),SBP 在 130-139mmHg 之间的风险比为 1.05(0.99-1.11),SBP 在 140-149mmHg 之间的风险比为 1.08(1.01-1.15),SBP 在 150-159mmHg 之间的风险比为 1.12(1.03-1.20),SBP 在 160-169mmHg 之间的风险比为 1.19(1.09-1.28)。
使用深度学习模型,我们发现糖尿病患者的 SBP 与心血管结局风险之间存在单调关系,没有 J 形关系的证据。