Development trajectory of heart rate deceleration force in elderly patients with stable coronary heart disease and its influencing factors
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摘要:
目的 基于潜类别增长模型(LCGM)分析老年稳定性冠心病(SCAD)患者心率减速力(DC)发展轨迹,并探究影响其发展的因素,为今后老年SCAD治疗方案的制定提供参考依据。 方法 选取2020年2月—2023年2月就诊于杭州市临平区中西医结合医院的185例老年SCAD患者作为研究对象。收集患者临床资料和DC值,分析不同时间点患者DC值水平差异,采用LCGM探究患者DC值潜在变化轨迹亚组,同时采用单因素和多因素分析影响变化轨迹亚组的因素。 结果 随着随访时间的延长,患者DC值逐渐升高,且各时间点DC值差异有统计学意义(F=182.301,P < 0.001)。LCGM共识别出DC值-快速升高组(亚组1)、中DC值-持续稳定组(亚组2)、低DC值-缓慢升高组(亚组3)3条DC值潜在变化轨迹。3个亚组冠心病病程、病变支数、冠脉狭窄程度评分(Gensini评分)、空腹血糖(FBG)、同型半胱氨酸(Hcy)、甘油三酯(TG)、趋化素(Chemerin)、脂联素(APN)比较差异均有统计学意义(P<0.05)。相较于亚组1,亚组3和亚组2的主要影响因素为病变支数、Gensini评分、TG、Chemerin、APN(P<0.05)。 结论 老年SCAD患者DC值具有不同变化轨迹,建议基于老年SCAD患者DC值变化轨迹的同质群体有针对性地进行评估和干预,以期获得更优的预后。 Abstract:Objective Based on the latent category growth model (LCGM), this study analyzed the development trajectory of heart rate deceleration force (DC) in elderly patients with stable coronary heart disease (SCAD) and explored factors affecting its development, thereby providing a reference for future treatment strategies for elderly SCAD patients. Methods A total of 185 elderly patients with SCAD who were treated in Linping District Integrated Traditional Chinese and Western Medicine Hospital from February 2020 to February 2023 were selected as the research objects. Clinical data and DC values of patients were collected. The differences in DC values of patients at different time points were analyzed. LCGM was applied to explore the potential trajectory subgroups of patients' DC values, and the factors affecting the trajectory subgroups were analyzed by univariate and multivariate analysis. Results With the extension of follow-up time, DC value increased gradually, and there were significant differences in DC value at each time point (F=182.301, P < 0.001). LCGM consensus identified three potential change paths of DC value-rapid increase group (subgroup 1), medium DC value-sustained stability group (subgroup 2), and low DC value-slow increase group (subgroup 3). Significant differences in the duration of coronary heart disease, number of lesions, Gensini score, FBG, Hcy, TG, Chemerin, and APN among the 3 subgroups (P < 0.05). Compared with subgroup 1, the main influencing factors for subgroup 3 and subgroup 2 were the number of lesions, Gensini score, TG, Chemerin, and APN (P < 0.05). Conclusion Elderly patients with SCAD exhibit different trajectories of DC value change. It is recommended to conduct targeted assessment and intervention based on the homogenous group of elderly patients with SCAD DC value change trajectories to improve patient prognosis. -
表 1 185例老年SCAD患者一般情况
Table 1. General characteristics of 185 elderly patients with stable coronary artery disease (SCAD)
项目 例(%) 项目 例(%) 性别 硝酸酯类药物 84(45.41) 男性 112(60.54) 抗血小板药物 134(72.43) 女性 73(39.46) ARB 43(23.24) 年龄 β受体阻滞剂 84(45.41) <70岁 98(52.97) 病变支数 ≥70岁 87(47.03) 单支 78(42.16) 家庭人均月收入 双支 62(33.51) <3 000元 56(30.27) 3支 45(24.32) 3 000~5 000元 80(43.24) Gensini评分 >5 000元 49(26.49) ≤24分 85(45.94) 受教育年限 25~49分 65(35.14) <9年 74(40.00) ≥50分 35(18.92) 9~12年 48(25.95) FBG >12年 63(34.05) <6.1 mmol/L 107(57.84) 居住地 ≥6.1 mmol/L 78(42.16) 城市 76(41.08) Hcy 城镇 35(18.92) <15.39 μmol/L 113(61.08) 农村 74(40.00) ≥15.39 μmol/L 72(38.92) BMI TC <25 123(66.49) <5.2 mmol/L 135(72.97) ≥25 62(33.51) ≥5.2 mmol/L 50(27.03) 吸烟史 LDL-C 有 90(48.65) <3.37 mmol/L 131(70.81) 无 95(51.35) ≥3.37 mmol/L 54(29.19) 饮酒史 TG 有 92(49.73) <5.18 mmol/L 105(56.76) 无 93(50.27) ≥5.18 mmol/L 80(43.24) 冠心病病程 Chemerin <4年 107(57.84) <45.75 mg/L 106(57.30) ≥4年 78(42.16) ≥45.75 mg/L 79(42.70) 口服药物情况 APN ACEI 40(21.62) <5.46 mg/L 87(47.03) 他汀类药物 151(81.62) ≥5.46 mg/L 98(52.97) 表 2 LCGM不同模型间拟合评价指标结果比较(n=185)
Table 2. Comparison of fitting evaluation index results among different LCGM models (n=185)
类别数 AIC BIC aBIC Entropy P值 类别概率 LRT BLRT 1 4 582.723 4 596.463 4 572.342 1.000 2 4 578.834 4 595.146 4 571.569 0.869 < 0.001 < 0.001 0.683/0.371 3 4 575.453 4 596.389 4 570.638 0.968 < 0.001 < 0.001 0.514/0.283/0.223 4 4 574.325 4 597.612 4 569.843 0.839 0.536 0.469 0.269/0.049/0.241/0.422 表 3 不同DC值变化轨迹亚型老年SCAD患者的单因素分析[例(%)]
Table 3. Univariate analysis of elderly SCAD patients across different DC-value trajectories[case (%)]
项目 亚组1
(n=54)亚组2
(n=52)亚组3
(n=79)统计量 P值 冠心病病程 7.683a 0.022 <4年 39(72.22) 30(57.69) 38(48.10) ≥4年 15(27.78) 22(42.31) 41(51.90) 病变支数 31.570b < 0.001 单支 36(66.67) 22(42.30) 20(25.32) 双支 17(31.48) 18(34.62) 27(34.18) 3支 1(1.85) 12(23.08) 32(40.51) Gensini评分 16.064b < 0.001 ≤24分 35(64.81) 20(38.46) 30(37.97) 25~49分 18(33.33) 19(36.54) 28(35.44) ≥50分 1(1.85) 13(25.00) 21(26.58) FBG 7.691a 0.021 <6.1 mmol/L 38(70.37) 32(61.54) 37(46.84) ≥6.1 mmol/L 16(29.63) 20(38.46) 42(53.16) Hcy 6.852a 0.033 <15.39 μmol/L 39(72.22) 34(65.38) 40(50.63) ≥15.39 μmol/L 15(27.78) 18(34.62) 39(49.37) TG 9.323a 0.009 <5.18 mmol/L 40(74.07) 26(50.00) 39(49.37) ≥5.18 mmol/L 14(25.93) 26(50.00) 40(50.63) Chemerin 13.405a 0.001 <45.75 mg/L 42(77.78) 27(51.92) 37(46.84) ≥45.75 mg/L 12(22.22) 25(48.08) 42(53.16) APN 9.445a 0.009 <5.46 mg/L 16(29.63) 27(51.92) 44(55.70) ≥5.46 mg/L 38(70.37) 25(48.08) 35(44.30) 注:a为χ2值,b为H值;表中仅列出差异有统计学意义的项目。 表 4 老年SCAD患者DC值变化轨迹亚型的多分类logistic回归分析
Table 4. Multinomial logistic regression analysis of DC value change trajectory subtypes in elderly SCAD patients
变量 B SE Waldχ2 P值 OR值 95% CI 亚组3 vs. 亚组1 病变支数 1.684 0.418 16.230 < 0.001 5.387 3.406~7.368 Gensini评分 1.343 0.387 12.133 < 0.001 3.850 2.425~5.274 TG 0.945 0.358 6.968 0.005 2.573 1.179~3.967 Chemerin 1.176 0.378 9.994 < 0.001 3.241 1.589~4.894 APN 1.021 0.367 7.740 < 0.001 2.776 1.237~4.315 亚组2 vs. 亚组1 病变支数 1.186 0.369 10.330 < 0.001 3.274 1.790~4.758 Gensini评分 1.315 0.379 12.039 < 0.001 3.725 2.438~5.012 TG 0.896 0.338 7.027 0.003 2.450 1.033~3.867 Chemerin 1.042 0.342 9.283 < 0.001 2.835 1.240~4.421 APN 1.284 0.379 11.478 < 0.001 3.611 2.053~5.169 注:表中仅列出差异有统计学意义的变量。 -
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