
Chinese General Practice ›› 2026, Vol. 29 ›› Issue (36): 5360-5367.DOI: 10.12114/j.issn.1007-9572.2025.0151
• Original Research • Previous Articles
Received:2025-10-12
Revised:2026-05-30
Published:2026-12-20
Online:2026-10-30
Contact:
LIU Rong
通讯作者:
刘蓉
作者简介:作者贡献:
孔翼婷负责研究实施、撰写文章;余姝琦、董芝芝负责图像处理;涂一凡、闫玉莲、付奇环负责统计分析;张月、周雅东负责查阅文献;刘蓉负责研究设计、指导、修改文章。所有作者确认了论文的终稿。
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| 组别 | 例数 | 年龄( | 性别(男/女) | BMI( | SBP( | DBP( | FPG( | HbA1c( | TC( | TG( | LDL-C( |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 对照组 | 50 | 73.0±4.3 | 28/22 | 22.89±1.80 | 107±8 | 75±6 | 4.74±0.53 | 5.05±0.60 | 4.19±0.91 | 1.25±0.44 | 2.32±0.67 |
| T2DM组 | 50 | 74.4±5.8 | 30/20 | 22.72±2.90 | 131±16a | 83±12a | 11.06±4.06a | 8.74±2.52a | 4.24±0.94 | 1.45±0.70 | 2.46±0.62 |
| T2DM伴高脂血症组 | 50 | 70.9±3.7 | 30/20 | 25.10±4.39 | 133±14a | 83±10a | 12.22±4.43a | 9.49±1.96a | 5.60±1.06ab | 3.61±2.85ab | 2.90±1.04ab |
| 检验统计量值 | 2.64 | 0.22c | 5.05 | 61.49 | 11.70 | 66.77 | 80.23 | 33.50 | 29.16 | 0.73 | |
| P值 | 0.075 | 0.896 | 0.009 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | 0.484 | |
| 组别 | HDL-C( | AIP( | CRI[M(P25,P75)] | RLP-C[M(P25,P75)] | non-HDL-C[M(P25,P75),mmol/L] | non-HDL-C/HDL-C[M(P25,P75)] | LCI[M(P25,P75),mmol2 /L2 ] | ||||
| 对照组 | 1.25±0.34 | -0.01±0.22 | 0.96(0.67,1.45) | 0.45(0.34,0.57) | 3.17(2.58,3.57) | 2.48(1.97,3.11) | 1.29(0.80,2.44) | ||||
| T2DM组 | 1.19±0.29a | 0.05±0.28 | 1.15(0.88,1.67) | 0.55(0.45,0.69) | 3.05(2.56,3.75)a | 2.57(2.04,3.32)a | 13.30(6.45,18.90)a | ||||
| T2DM伴高脂血症组 | 1.27±0.43ab | 0.36±0.38ab | 2.28(1.00,3.77)ab | 1.30(0.94,1.57)b | 4.33(3.39,4.89)b | 3.42(2.64,4.37)a | 37.02(21.46,55.87)ab | ||||
| 检验统计量值 | 7.14 | 22.51 | 32.02d | 8.89d | 18.15d | 12.330d | 116.88d | ||||
| P值 | 0.001 | <0.001 | <0.001 | 0.012 | <0.001 | 0.002 | <0.001 |
Table 1 Comparison of general clinical data of the three groups of research subjects
| 组别 | 例数 | 年龄( | 性别(男/女) | BMI( | SBP( | DBP( | FPG( | HbA1c( | TC( | TG( | LDL-C( |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 对照组 | 50 | 73.0±4.3 | 28/22 | 22.89±1.80 | 107±8 | 75±6 | 4.74±0.53 | 5.05±0.60 | 4.19±0.91 | 1.25±0.44 | 2.32±0.67 |
| T2DM组 | 50 | 74.4±5.8 | 30/20 | 22.72±2.90 | 131±16a | 83±12a | 11.06±4.06a | 8.74±2.52a | 4.24±0.94 | 1.45±0.70 | 2.46±0.62 |
| T2DM伴高脂血症组 | 50 | 70.9±3.7 | 30/20 | 25.10±4.39 | 133±14a | 83±10a | 12.22±4.43a | 9.49±1.96a | 5.60±1.06ab | 3.61±2.85ab | 2.90±1.04ab |
| 检验统计量值 | 2.64 | 0.22c | 5.05 | 61.49 | 11.70 | 66.77 | 80.23 | 33.50 | 29.16 | 0.73 | |
| P值 | 0.075 | 0.896 | 0.009 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | 0.484 | |
| 组别 | HDL-C( | AIP( | CRI[M(P25,P75)] | RLP-C[M(P25,P75)] | non-HDL-C[M(P25,P75),mmol/L] | non-HDL-C/HDL-C[M(P25,P75)] | LCI[M(P25,P75),mmol2 /L2 ] | ||||
| 对照组 | 1.25±0.34 | -0.01±0.22 | 0.96(0.67,1.45) | 0.45(0.34,0.57) | 3.17(2.58,3.57) | 2.48(1.97,3.11) | 1.29(0.80,2.44) | ||||
| T2DM组 | 1.19±0.29a | 0.05±0.28 | 1.15(0.88,1.67) | 0.55(0.45,0.69) | 3.05(2.56,3.75)a | 2.57(2.04,3.32)a | 13.30(6.45,18.90)a | ||||
| T2DM伴高脂血症组 | 1.27±0.43ab | 0.36±0.38ab | 2.28(1.00,3.77)ab | 1.30(0.94,1.57)b | 4.33(3.39,4.89)b | 3.42(2.64,4.37)a | 37.02(21.46,55.87)ab | ||||
| 检验统计量值 | 7.14 | 22.51 | 32.02d | 8.89d | 18.15d | 12.330d | 116.88d | ||||
| P值 | 0.001 | <0.001 | <0.001 | 0.012 | <0.001 | 0.002 | <0.001 |
| 组别 | 例数 | LAD(mm) | IVS(mm) | LVPW(mm) | LVDd(mm) | MAPS | LVEF(%) | E/A | E/e' |
|---|---|---|---|---|---|---|---|---|---|
| 对照组 | 50 | 31.01±2.54 | 8.75±1.07 | 8.48±0.88 | 44.32±3.57 | 1.51±0.25 | 67.00±3.14 | 1.15±0.34 | 7.69±3.14 |
| T2DM组 | 50 | 33.02±3.31a | 9.00±1.21 | 8.85±1.11 | 44.98±4.64 | 1.45±0.17 | 65.73±4.37a | 0.97±0.31a | 9.51±3.40a |
| T2DM伴高脂血症组 | 50 | 33.36±3.17a | 9.05±1.04 | 8.83±1.02 | 45.76±3.41 | 1.41±0.16 | 66.17±4.12a | 0.99±0.34a | 8.83±3.65 |
| F值 | 8.86 | 1.07 | 3.48 | 3.03 | 0.55 | 3.50 | 4.54 | 3.68 | |
| P值 | <0.001 | 0.346 | 0.033 | 0.051 | 0.580 | 0.033 | 0.012 | 0.028 |
Table 2 Comparison of routine echocardiographic parameters among the three groups of research subjects
| 组别 | 例数 | LAD(mm) | IVS(mm) | LVPW(mm) | LVDd(mm) | MAPS | LVEF(%) | E/A | E/e' |
|---|---|---|---|---|---|---|---|---|---|
| 对照组 | 50 | 31.01±2.54 | 8.75±1.07 | 8.48±0.88 | 44.32±3.57 | 1.51±0.25 | 67.00±3.14 | 1.15±0.34 | 7.69±3.14 |
| T2DM组 | 50 | 33.02±3.31a | 9.00±1.21 | 8.85±1.11 | 44.98±4.64 | 1.45±0.17 | 65.73±4.37a | 0.97±0.31a | 9.51±3.40a |
| T2DM伴高脂血症组 | 50 | 33.36±3.17a | 9.05±1.04 | 8.83±1.02 | 45.76±3.41 | 1.41±0.16 | 66.17±4.12a | 0.99±0.34a | 8.83±3.65 |
| F值 | 8.86 | 1.07 | 3.48 | 3.03 | 0.55 | 3.50 | 4.54 | 3.68 | |
| P值 | <0.001 | 0.346 | 0.033 | 0.051 | 0.580 | 0.033 | 0.012 | 0.028 |
| 组别 | 例数 | GLS | GCS | PSD | GLSendo | GLSmid | GLSepi | GCSendo | GCSmid | GCSepi | ΔGLS | ΔGCS |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 对照组 | 50 | 23.91±3.79 | 22.95±1.74 | 22.95±1.74 | 21.88±1.50 | 20.63±1.45 | 19.44±1.40 | 33.79±2.20 | 25.02±1.58 | 16.91±1.90 | 2.48±0.85 | 16.88±2.54 |
| T2DM组 | 50 | 18.20±2.03a | 18.06±3.93a | 38.24±26.49a | 16.80±1.50a | 15.64±1.52a | 15.53±1.51a | 27.16±2.43a | 21.09±1.86a | 14.81±1.81a | 2.18±0.99 | 12.35±2.74a |
| T2DM伴高脂血症组 | 50 | 18.10±2.15a | 18.50±4.11a | 38.85±19.93a | 14.25±2.15ab | 13.29±2.10ab | 12.48±2.04ab | 24.28±3.61ab | 19.15±3.03ab | 13.97±2.81a | 1.78±0.82ab | 10.31±2.92ab |
| F值 | 71.976 | 11.043 | 27.721 | 248.574 | 235.857 | 226.085 | 7.889 | 150.149 | 97.422 | 23.282 | 75.362 | |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | 0.001 | <0.001 | <0.001 | <0.001 | <0.001 |
Table 3 Comparison results of strain parameters for the three groups of research subjects
| 组别 | 例数 | GLS | GCS | PSD | GLSendo | GLSmid | GLSepi | GCSendo | GCSmid | GCSepi | ΔGLS | ΔGCS |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 对照组 | 50 | 23.91±3.79 | 22.95±1.74 | 22.95±1.74 | 21.88±1.50 | 20.63±1.45 | 19.44±1.40 | 33.79±2.20 | 25.02±1.58 | 16.91±1.90 | 2.48±0.85 | 16.88±2.54 |
| T2DM组 | 50 | 18.20±2.03a | 18.06±3.93a | 38.24±26.49a | 16.80±1.50a | 15.64±1.52a | 15.53±1.51a | 27.16±2.43a | 21.09±1.86a | 14.81±1.81a | 2.18±0.99 | 12.35±2.74a |
| T2DM伴高脂血症组 | 50 | 18.10±2.15a | 18.50±4.11a | 38.85±19.93a | 14.25±2.15ab | 13.29±2.10ab | 12.48±2.04ab | 24.28±3.61ab | 19.15±3.03ab | 13.97±2.81a | 1.78±0.82ab | 10.31±2.92ab |
| F值 | 71.976 | 11.043 | 27.721 | 248.574 | 235.857 | 226.085 | 7.889 | 150.149 | 97.422 | 23.282 | 75.362 | |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | 0.001 | <0.001 | <0.001 | <0.001 | <0.001 |
| 指标 | rs(r)值 | P值 |
|---|---|---|
| AIP | -0.390a | 0.005 |
| CRI | -0.362 | 0.010 |
| RLP-C | -0.340 | 0.016 |
| non-HDL-C | -0.297 | 0.036 |
| non-HDL-C/HDL-C | -0.337 | 0.017 |
| LCI | -0.471 | 0.001 |
Table 4 Correlation between LVEF and AIP, CRI, RLP-C, non-HDL-C, non-HDL-C/HDL-C, and LCI in patients with T2DM and hyperlipidemia
| 指标 | rs(r)值 | P值 |
|---|---|---|
| AIP | -0.390a | 0.005 |
| CRI | -0.362 | 0.010 |
| RLP-C | -0.340 | 0.016 |
| non-HDL-C | -0.297 | 0.036 |
| non-HDL-C/HDL-C | -0.337 | 0.017 |
| LCI | -0.471 | 0.001 |
| 变量 | 模型1 | 模型2 | 模型3 | 模型4 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 系数 | 标化系数 | P值 | 系数 | 标化系数 | P值 | 系数 | 标化系数 | P值 | 系数 | 标化系数 | P值 | |
| 年龄 | -0.020 | -0.055 | 0.879 | -0.125 | -0.346 | 0.310 | -0.049 | -0.135 | 0.627 | -0.105 | -0.292 | 0.314 |
| BMI | -0.006 | -0.006 | 0.984 | -0.158 | -0.169 | 0.553 | 0.096 | 0.104 | 0.674 | -0.014 | -0.015 | 0.950 |
| SBP | -0.151 | -0.505 | 0.321 | -0.216 | -0.722 | 0.122 | -0.104 | -0.349 | 0.376 | -0.152 | -0.509 | 0.203 |
| DBP | 0.076 | 0.185 | 0.687 | 0.092 | 0.226 | 0.574 | 0.143 | 0.349 | 0.336 | 0.139 | 0.340 | 0.328 |
| FPG | -0.177 | -0.161 | 0.641 | -0.372 | -0.338 | 0.283 | 0.013 | 0.012 | 0.965 | -0.141 | -0.128 | 0.641 |
| HbA1c | 0.211 | 0.096 | 0.816 | -0.198 | -0.090 | 0.807 | -0.758 | -0.343 | 0.329 | -0.805 | -0.364 | 0.281 |
| LCI | -0.039 | -0.564 | 0.034 | -0.023 | -0.335 | 0.155 | ||||||
| GLSendo | 1.150 | 0.807 | 0.006 | 0.918 | 0.644 | 0.028 | ||||||
| R2 | 0.135 | 0.396 | 0.526 | 0.603 | ||||||||
| ΔR2 | 0.135 | 0.261 | 0.130 | 0.077 | ||||||||
| F值 | 0.365 | 5.625 | 10.729 | 63.225 | ||||||||
| P值 | 0.889 | 0.034 | 0.006 | 0.009 | ||||||||
Table 5 Multilevel hierarchical regression analysis of influencing factors on left ventricular systolic function in patients with T2DM and hyperlipidemia
| 变量 | 模型1 | 模型2 | 模型3 | 模型4 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 系数 | 标化系数 | P值 | 系数 | 标化系数 | P值 | 系数 | 标化系数 | P值 | 系数 | 标化系数 | P值 | |
| 年龄 | -0.020 | -0.055 | 0.879 | -0.125 | -0.346 | 0.310 | -0.049 | -0.135 | 0.627 | -0.105 | -0.292 | 0.314 |
| BMI | -0.006 | -0.006 | 0.984 | -0.158 | -0.169 | 0.553 | 0.096 | 0.104 | 0.674 | -0.014 | -0.015 | 0.950 |
| SBP | -0.151 | -0.505 | 0.321 | -0.216 | -0.722 | 0.122 | -0.104 | -0.349 | 0.376 | -0.152 | -0.509 | 0.203 |
| DBP | 0.076 | 0.185 | 0.687 | 0.092 | 0.226 | 0.574 | 0.143 | 0.349 | 0.336 | 0.139 | 0.340 | 0.328 |
| FPG | -0.177 | -0.161 | 0.641 | -0.372 | -0.338 | 0.283 | 0.013 | 0.012 | 0.965 | -0.141 | -0.128 | 0.641 |
| HbA1c | 0.211 | 0.096 | 0.816 | -0.198 | -0.090 | 0.807 | -0.758 | -0.343 | 0.329 | -0.805 | -0.364 | 0.281 |
| LCI | -0.039 | -0.564 | 0.034 | -0.023 | -0.335 | 0.155 | ||||||
| GLSendo | 1.150 | 0.807 | 0.006 | 0.918 | 0.644 | 0.028 | ||||||
| R2 | 0.135 | 0.396 | 0.526 | 0.603 | ||||||||
| ΔR2 | 0.135 | 0.261 | 0.130 | 0.077 | ||||||||
| F值 | 0.365 | 5.625 | 10.729 | 63.225 | ||||||||
| P值 | 0.889 | 0.034 | 0.006 | 0.009 | ||||||||
| [1] |
|
| [2] |
|
| [3] |
|
| [4] |
杨丽惠, 汤正义, 史燕青, 等. 2型糖尿病患者血糖控制差时的血脂异常类型与强化降糖治疗后血脂的变化[J]. 中国糖尿病杂志, 2024, 32(12): 903-906. DOI: 10.3969/j.issn.1006-6187.2024.12.005.
|
| [5] |
|
| [6] |
|
| [7] |
郭彩云, 刘师伟. 非传统脂质参数与2型糖尿病合并冠心病的关系[J]. 中西医结合心脑血管病杂志, 2024, 22(12): 2196-2202. DOI: 10.12102/j.issn.1672-1349.2024.12.015.
|
| [8] |
|
| [9] |
|
| [10] |
|
| [11] |
中华医学会内分泌学分会脂代谢学组, 李强, 陈璐璐. 中国2型糖尿病合并血脂异常防治专家共识(2017年修订版)[J]. 中华内分泌代谢杂志, 2017, 33(11): 925-936.
|
| [12] |
丁洁. 脑梗死患者颈动脉斑块特征与危险因素的相关性[J]. 中国老年学杂志, 2014, 34(21): 6033-6035. DOI: 10.3969/j.issn.1005-9202.2014.21.042.
|
| [13] |
毛倩, 管佩霞, 刘玉洁, 等. 基于多变量纵向数据联合模型的血脂异常对脑卒中发病的影响研究[J]. 中国卫生统计, 2022, 39(2): 172-175. DOI: 10.3969/j.issn.1002-3674.2022.02.003.
|
| [14] |
潘姚佳, 王为强, 易伟卓, 等. 不同性别中年肥胖居民三酰甘油葡萄糖乘积指数与心血管疾病高危风险的关系研究[J]. 中国全科医学, 2023, 26(29): 3628-3635. DOI: 10.12114/j.issn.1007-9572.2022.0891.
|
| [15] |
|
| [16] |
|
| [17] |
|
| [18] |
|
| [19] |
|
| [20] |
|
| [21] |
|
| [22] |
刘文坤, 梁婧, 钟慧颖, 等. 超声分层应变技术评价多发性骨髓瘤患者左心室心肌收缩功能[J]. 中国医学影像学杂志, 2022, 30(4): 353-360. DOI: 10.3969/j.issn.1005-5185.2022.04.010.
|
| [23] |
高秋妹. 应用二维斑点追踪和心肌做功评价重度主动脉瓣狭窄及TAVI术后左心室功能的研究[D]. 厦门: 厦门大学, 2021.
|
| [24] |
刘睿涵, 刘涛, 黄鑫, 等. 三维超声心动图和二维斑点追踪成像评估老年急性心肌梗死患者的左心室收缩功能[J]. 中华老年心脑血管病杂志, 2022, 24(10): 1059-1063.
|
| [25] |
张亮, 梁杰. 组织运动二尖瓣环位移技术评价糖尿病合并代谢综合征患者左心室收缩功能的临床研究[J]. 中国现代医学杂志, 2021, 31(3): 92-96. DOI: 10.3969/j.issn.1005-8982.2021.03.017.
|
| [26] |
|
| [27] |
周诣斐, 秦文娟, 冯佳, 等. 分层应变技术评价青蒿素对砷中毒大鼠心功能的保护作用[J]. 中国介入影像与治疗学, 2023, 20(8): 497-501. DOI: 10.13929/j.issn.1672-8475.2023.08.012.
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