Li Wang, Jialin Wang, Jun Ji, Fangfang Xiang, Lin Zhang, Xiaotian Jiang, Yi Fang, Xiaoqiang Ding, Wuhua Jiang
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This study aims to investigate the association between inflammatory markers-systemic inflammatory response index (SIRI), systemic immune-inflammation index (SII), aggregate inflammatory status index (AISI), monocyte to high-density lipoprotein cholesterol ratio (MHR), neutrophil to high-density lipoprotein cholesterol ratio (NHR), neutrophil to lymphocyte ratio (NLR), and monocyte to lymphocyte ratio (MLR)-and carotid plaques in CKD patients, and to explore the potential mediating role of estimated glomerular filtration rate (eGFR) in this relationship.</p><p><strong>Methods: </strong>A cross-sectional analysis was conducted on patients admitted to the Division of Nephrology between January 2023 and June 2023. The primary endpoint was the presence of carotid plaques assessed using ultrasound imaging. Multivariable logistic regression models were used to examine the associations between inflammatory markers and carotid plaques, and trend tests were performed to evaluate the trending association of carotid plaques risk and inflammatory markers in tertiles. Restricted cubic spline (RCS) analysis was used to assess potential non-linear relationships, and subgroup analyses were conducted to examine consistency across different strata. Mediation analysis was performed to explore the role of eGFR.</p><p><strong>Results: </strong>Of the 609 participants, 387 were included in the final analysis after applying exclusion criteria. Elevated levels of LnSIRI (OR = 1.87, 95% CI = 1.25-2.80), LnSII (OR = 1.67, 95% CI = 1.09-2.56), LnAISI (OR = 1.70, 95% CI = 1.22-2.37), LnMHR (OR = 1.94, 95% CI = 1.15-3.26), LnNHR (OR = 1.82, 95% CI = 1.10-3.02), and LnMLR (OR = 2.26, 95% CI = 1.18-4.34) were significantly associated with the presence of carotid plaques. There were significant trends for increasing tertiles of SIRI, AISI, MHR and NHR. RCS analysis showed no significant non-linear associations. Subgroup analyses indicated similar associations across most strata. eGFR partially mediated these relationships, with proportions mediated ranging from 14.7 to 17.5%.</p><p><strong>Conclusions: </strong>Inflammatory markers are significantly associated with carotid plaques in CKD patients, with eGFR playing a partial mediating role. 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Inflammation is a hallmark of CKD, contributing to both renal dysfunction and cardiovascular complications. This study aims to investigate the association between inflammatory markers-systemic inflammatory response index (SIRI), systemic immune-inflammation index (SII), aggregate inflammatory status index (AISI), monocyte to high-density lipoprotein cholesterol ratio (MHR), neutrophil to high-density lipoprotein cholesterol ratio (NHR), neutrophil to lymphocyte ratio (NLR), and monocyte to lymphocyte ratio (MLR)-and carotid plaques in CKD patients, and to explore the potential mediating role of estimated glomerular filtration rate (eGFR) in this relationship.</p><p><strong>Methods: </strong>A cross-sectional analysis was conducted on patients admitted to the Division of Nephrology between January 2023 and June 2023. The primary endpoint was the presence of carotid plaques assessed using ultrasound imaging. Multivariable logistic regression models were used to examine the associations between inflammatory markers and carotid plaques, and trend tests were performed to evaluate the trending association of carotid plaques risk and inflammatory markers in tertiles. Restricted cubic spline (RCS) analysis was used to assess potential non-linear relationships, and subgroup analyses were conducted to examine consistency across different strata. Mediation analysis was performed to explore the role of eGFR.</p><p><strong>Results: </strong>Of the 609 participants, 387 were included in the final analysis after applying exclusion criteria. Elevated levels of LnSIRI (OR = 1.87, 95% CI = 1.25-2.80), LnSII (OR = 1.67, 95% CI = 1.09-2.56), LnAISI (OR = 1.70, 95% CI = 1.22-2.37), LnMHR (OR = 1.94, 95% CI = 1.15-3.26), LnNHR (OR = 1.82, 95% CI = 1.10-3.02), and LnMLR (OR = 2.26, 95% CI = 1.18-4.34) were significantly associated with the presence of carotid plaques. 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引用次数: 0
摘要
背景:慢性肾脏病(CKD)是与颈动脉斑块高发病率相关的重大公共卫生问题,而颈动脉斑块是动脉粥样硬化的指标,也是心血管不良后果的预测因素。炎症是慢性肾脏病的特征之一,可导致肾功能障碍和心血管并发症。中性粒细胞与高密度脂蛋白胆固醇比值(NHR)、中性粒细胞与淋巴细胞比值(NLR)和单核细胞与淋巴细胞比值(MLR)与颈动脉斑块的关系,并探讨估计肾小球滤过率(eGFR)在这一关系中的潜在中介作用。研究方法对 2023 年 1 月至 2023 年 6 月期间肾内科收治的患者进行横断面分析。主要终点是通过超声成像评估是否存在颈动脉斑块。多变量逻辑回归模型用于检验炎症标志物与颈动脉斑块之间的关联,趋势检验用于评估颈动脉斑块风险与炎症标志物的梯度趋势关联。限制立方样条曲线(RCS)分析用于评估潜在的非线性关系,并进行了亚组分析以检验不同分层的一致性。此外,还进行了中介分析以探讨 eGFR 的作用:结果:在 609 名参与者中,有 387 人在适用排除标准后被纳入最终分析。LnSIRI(OR = 1.87,95% CI = 1.25-2.80)、LnSII(OR = 1.67,95% CI = 1.09-2.56)、LnAISI(OR = 1.70,95% CI = 1.22-2.37)、LnMHR(OR = 1.94,95% CI = 1.15-3.26)、LnNHR(OR = 1.82,95% CI = 1.10-3.02)和 LnMLR(OR = 2.26,95% CI = 1.18-4.34)与颈动脉斑块的存在显著相关。SIRI、AISI、MHR 和 NHR 均呈显著上升趋势。RCS 分析表明没有明显的非线性关联。亚组分析表明,大多数阶层之间存在相似的关联。eGFR部分介导了这些关系,介导比例从14.7%到17.5%不等:炎症标志物与慢性肾脏病患者颈动脉斑块密切相关,而 eGFR 起着部分中介作用。这些发现强调了控制炎症和维持肾功能对减轻慢性肾脏病患者动脉粥样硬化风险的重要性:试验注册:不适用。
Associations between inflammatory markers and carotid plaques in CKD: mediating effects of eGFR-a cross-sectional study.
Background: Chronic kidney disease (CKD) is a significant public health concern associated with a high prevalence of carotid plaques, which are indicators of atherosclerosis and predictors of adverse cardiovascular outcomes. Inflammation is a hallmark of CKD, contributing to both renal dysfunction and cardiovascular complications. This study aims to investigate the association between inflammatory markers-systemic inflammatory response index (SIRI), systemic immune-inflammation index (SII), aggregate inflammatory status index (AISI), monocyte to high-density lipoprotein cholesterol ratio (MHR), neutrophil to high-density lipoprotein cholesterol ratio (NHR), neutrophil to lymphocyte ratio (NLR), and monocyte to lymphocyte ratio (MLR)-and carotid plaques in CKD patients, and to explore the potential mediating role of estimated glomerular filtration rate (eGFR) in this relationship.
Methods: A cross-sectional analysis was conducted on patients admitted to the Division of Nephrology between January 2023 and June 2023. The primary endpoint was the presence of carotid plaques assessed using ultrasound imaging. Multivariable logistic regression models were used to examine the associations between inflammatory markers and carotid plaques, and trend tests were performed to evaluate the trending association of carotid plaques risk and inflammatory markers in tertiles. Restricted cubic spline (RCS) analysis was used to assess potential non-linear relationships, and subgroup analyses were conducted to examine consistency across different strata. Mediation analysis was performed to explore the role of eGFR.
Results: Of the 609 participants, 387 were included in the final analysis after applying exclusion criteria. Elevated levels of LnSIRI (OR = 1.87, 95% CI = 1.25-2.80), LnSII (OR = 1.67, 95% CI = 1.09-2.56), LnAISI (OR = 1.70, 95% CI = 1.22-2.37), LnMHR (OR = 1.94, 95% CI = 1.15-3.26), LnNHR (OR = 1.82, 95% CI = 1.10-3.02), and LnMLR (OR = 2.26, 95% CI = 1.18-4.34) were significantly associated with the presence of carotid plaques. There were significant trends for increasing tertiles of SIRI, AISI, MHR and NHR. RCS analysis showed no significant non-linear associations. Subgroup analyses indicated similar associations across most strata. eGFR partially mediated these relationships, with proportions mediated ranging from 14.7 to 17.5%.
Conclusions: Inflammatory markers are significantly associated with carotid plaques in CKD patients, with eGFR playing a partial mediating role. These findings highlighted the importance of managing inflammation and maintaining renal function to mitigate the risk of atherosclerosis in CKD patients.
期刊介绍:
BMC Nephrology is an open access journal publishing original peer-reviewed research articles in all aspects of the prevention, diagnosis and management of kidney and associated disorders, as well as related molecular genetics, pathophysiology, and epidemiology.