Department of Neurology, Guangdong Second Provincial General Hospital, Guangzhou, China.
Department of Neurology, Jinan University Faculty of Medical Science, Guangzhou, China.
Neurol Res. 2023 Sep;45(9):827-834. doi: 10.1080/01616412.2023.2211433. Epub 2023 May 12.
To determine the factors that affect recurrent stroke after acute ischemic stroke, specifically between male and female groups.
We examined relative factors associated with recurrent stroke in Chinese patients with first-ever ischemic stroke. LASSO (least absolute shrinkage and selection operator) Cox regression were used to determine the predictors of recurrent stroke in the male and female groups. Next, We used Kaplan-Meier survival curves and interactions among these predictors to assess the association between relapse-related factors and recurrent stroke.
During one year of follow-up, we documented 42 incidents of recurrent stroke in males and 15 in females. There was no significant difference in the overall recurrence rate between men and women. We finally identified three variables in males and one variable in females associated considerably with recurrent stroke by LASSO Cox regression. In females, good sleep appeared to be the most significant protective factor against recurrent stroke(hazard ratio [HR], 0.21; 95% CI, 0.08-0.57). In the male group, we found two risk factors: atherosclerotic burden (HR, 2.42; 95% CI, 1.30-4.51) and coronary heart disease (HR, 2.98; 95% CI, 1.16-7.66); and one protective factor: domestic/physical activities (HR, 0.45; 95% CI, 0.24-0.83). We also found an interaction between good sleep and domestic/physical activities in males ( = 0.016).
Our data indicate that the factors for recurrent stroke may differ by sex. Engaging in domestic/physical activities may substantially lower recurrent strokes in Chinese adult males. And good sleep in females appears to be more important in preventing stroke recurrence.
确定影响急性缺血性脑卒中后复发卒中的因素,特别是在男性和女性群体之间。
我们研究了与中国首次缺血性脑卒中患者复发卒中相关的相对因素。LASSO(最小绝对收缩和选择算子)Cox 回归用于确定男性和女性群体中复发卒中的预测因素。接下来,我们使用 Kaplan-Meier 生存曲线和这些预测因素之间的交互作用来评估与复发相关因素和复发卒中之间的关联。
在一年的随访期间,我们记录了男性 42 例和女性 15 例复发卒中事件。男性和女性的总体复发率没有显著差异。我们最终通过 LASSO Cox 回归确定了男性中的三个变量和女性中的一个变量与复发卒中密切相关。在女性中,良好的睡眠似乎是预防复发卒中的最重要保护因素(风险比 [HR],0.21;95%CI,0.08-0.57)。在男性组中,我们发现了两个风险因素:动脉粥样硬化负担(HR,2.42;95%CI,1.30-4.51)和冠心病(HR,2.98;95%CI,1.16-7.66);以及一个保护因素:家庭/体力活动(HR,0.45;95%CI,0.24-0.83)。我们还发现了男性中良好睡眠和家庭/体力活动之间的交互作用( = 0.016)。
我们的数据表明,复发卒中的因素可能因性别而异。进行家庭/体力活动可能会显著降低中国成年男性的复发卒中风险。而女性良好的睡眠似乎在预防卒中复发方面更为重要。