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Liu X, Peng G, Liu R, Zang X, Zou C, Sun H, Zhu Q, Geng H, Liang J. Follow-up study to explore the relationship between Neutrophil to lymphocyte ratio and impaired fasting glucose-using the group-based trajectory modeling. Sci Rep 2024; 14:14064. [PMID: 38890369 PMCID: PMC11189411 DOI: 10.1038/s41598-024-64701-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Accepted: 06/12/2024] [Indexed: 06/20/2024] Open
Abstract
Previous studies have indicated a link between neutrophil to lymphocyte ratio (NLR) and impaired fasting glucose (IFG), but the findings have been disputed. By conducting a real-world follow-up study, we can monitor the development of diseases and confirm the connection between NLR and IFG. A total of 1168 patients without IFG or T2DM were followed up for six years. At baseline, participants' NLR levels, fasting plasma glucose and other clinical characteristics were recorded. During the follow-up period, NLR levels and the prevalence of IFG were recorded. Ultimately, 45 individuals were lost to follow-up, leaving 1,123 participants for analysis. Using Group-Based Trajectory Modeling (GBTM), the sample was divided into three groups. The prevalence of IFG in the three groups was 12.1%, 19.4%, and 20.85%, respectively. Compared with the low-level NLR group, the hazard ratio of IFG in the moderate-level NLR group and high-level NLR group were 1.628 (1.109-2.390) and 1.575 (1.001-2.497), respectively. There was a significant interaction effect of BMI and NLR on the risk of IFG (P < 0.001). In this real-world follow-up study, we observed a positive association between NLR and the risk of IFG, with this relationship being exacerbated by obesity status.
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Affiliation(s)
- Xuekui Liu
- Department of Endocrinology, Xuzhou Central Hospital, Xuzhou Medical University Affiliated Xuzhou Clinical Collage, Xuzhou, Jiangsu, China
| | | | - Ran Liu
- Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Xiu Zang
- Department of Endocrinology, Xuzhou Central Hospital, Xuzhou Medical University Affiliated Xuzhou Clinical Collage, Xuzhou, Jiangsu, China
| | - Caiyan Zou
- Department of Endocrinology, Xuzhou Central Hospital, Xuzhou Medical University Affiliated Xuzhou Clinical Collage, Xuzhou, Jiangsu, China
| | - Haojie Sun
- Department of Endocrinology, Xuzhou Central Hospital, Xuzhou Medical University Affiliated Xuzhou Clinical Collage, Xuzhou, Jiangsu, China
| | - Qian Zhu
- Quanshan Taishan Community Hospital, Xuzhou, Jiangsu, China.
| | - Houfa Geng
- Department of Endocrinology, Xuzhou Central Hospital, Xuzhou Medical University Affiliated Xuzhou Clinical Collage, Xuzhou, Jiangsu, China.
| | - Jun Liang
- Xuzhou Medical University, Xuzhou, Jiangsu, China.
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Moh MC, Low S, Shao YM, Subramaniam T, Sum CF, Lim SC. Association between neutrophil/lymphocyte ratio and kidney impairment in type 2 diabetes mellitus: A role of extracellular water/total body water ratio. Diabetes Res Clin Pract 2023; 199:110634. [PMID: 36948421 DOI: 10.1016/j.diabres.2023.110634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 02/26/2023] [Accepted: 03/16/2023] [Indexed: 03/24/2023]
Abstract
AIMS We explored the predictive utility of baseline neutrophil/lymphocyte ratio (NLR), which reflects a systemic inflammatory tone, in kidney impairment in type 2 diabetes mellitus (T2DM); and investigated the effect of extracellular water/total body water (ECW/TBW) ratio on the relationship. METHODS This longitudinal study included 1,224 T2DM adults recruited from a single centre. Cox regression analyses examined the association between NLR and progressive kidney function decline or albuminuria progression. Improvements in risk discrimination were assessed using Harrell's concordance-statistics. The mediatory role of ECW/TBW ratio estimated by bioelectrical impedance was evaluated. RESULTS Higher baseline NLR levels were observed in cases with kidney function decline or albuminuria progression over a median 2-year follow-up. NLR independently predicted progressive kidney function decline (hazard ratio:1.39, 95% CI:1.21-1.60, P < 0.001) or albuminuria progression (hazard ratio:1.34, 95% CI:1.08-1.68, P = 0.009). Addition of NLR to a base model comprising demographics, T2DM duration, metabolic and renal parameters, and medications significantly improved the risk discrimination of kidney function decline (P = 0.022) but not albuminuria progression. ECW/TBW ratio accounted for 19.7% of the total effect between NLR and kidney function loss. CONCLUSIONS Increased NLR reflecting systemic inflammation is associated with progressive kidney function decline in T2DM, partially explained by dysregulated body fluid balance.
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Affiliation(s)
- Mei Chung Moh
- Clinical Research Unit, Khoo Teck Puat Hospital, Singapore
| | - Serena Low
- Clinical Research Unit, Khoo Teck Puat Hospital, Singapore; Diabetes Centre, Admiralty Medical Centre, Khoo Teck Puat Hospital, Singapore
| | - Yi-Ming Shao
- Clinical Research Unit, Khoo Teck Puat Hospital, Singapore
| | - Tavintharan Subramaniam
- Clinical Research Unit, Khoo Teck Puat Hospital, Singapore; Diabetes Centre, Admiralty Medical Centre, Khoo Teck Puat Hospital, Singapore
| | - Chee Fang Sum
- Diabetes Centre, Admiralty Medical Centre, Khoo Teck Puat Hospital, Singapore
| | - Su Chi Lim
- Clinical Research Unit, Khoo Teck Puat Hospital, Singapore; Diabetes Centre, Admiralty Medical Centre, Khoo Teck Puat Hospital, Singapore; Saw Swee Hock School of Public Health, National University Hospital, Singapore; Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore.
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Zhu Y, Li G, Laukkanen JA, Song X, Zhang J, Wei L, Chen X, Li Y, Liu C. Higher neutrophil to lymphocyte ratio is associated with renal dysfunction and cardiac adverse remodeling in elderly with metabolic syndrome. Front Cardiovasc Med 2022; 9:921204. [PMID: 36158844 PMCID: PMC9492939 DOI: 10.3389/fcvm.2022.921204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 08/15/2022] [Indexed: 11/17/2022] Open
Abstract
Background Previous studies have shown that metabolic syndrome (MetS) is associated with increased systemic inflammation and cardiac mortality in elderly subjects. However, information on the association of inflammation markers with cardiac adverse remodeling is limited in the elderly with MetS. Therefore, we investigated whether the inflammatory marker neutrophil/lymphocyte ratio (NLR) is associated with the cardiac adverse remodeling in Chinese elderly with MetS. Methods A total of 1,087 hospitalized Chinese elderly (aged ≥ 65 years) with MetS were collected retrospectively. The cross-sectional data of echocardiography and clinical parameters were compared among quartile NLR groups. Results In the elderly with MetS, higher quartile NLR (≥3.83) was found to be associated with male gender, older age, lower estimated glomerular filtration rate (eGFR), and cardiac left ventricular (LV) dilatation (all p <0.05). Conclusion Higher NLR is associated with male gender, older age, renal dysfunction, and cardiac adverse remodeling in Chinese elderly with MetS.
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Affiliation(s)
- Yuqi Zhu
- Division of Cardiology, Department of Geriatrics, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Gang Li
- Division of Cardiology, Department of Geriatrics, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
- *Correspondence: Gang Li
| | - Jari A. Laukkanen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
- Department of Medicine, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
- Department of Medicine, Central Finland Health Care District, Jyväskylä, Finland
| | - Xing Song
- Division of Cardiology, Department of Geriatrics, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jing Zhang
- Division of Cardiology, Department of Geriatrics, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Linping Wei
- Division of Cardiology, Department of Geriatrics, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xinrui Chen
- Division of Cardiology, Department of Geriatrics, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yufeng Li
- Division of Cardiology, Department of Geriatrics, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Cheng Liu
- Division of Cardiology, Department of Geriatrics, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
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Wang K, Xu W, Zha B, Shi J, Wu G, Ding H. Fibrinogen to Albumin Ratio as an Independent Risk Factor for Type 2 Diabetic Kidney Disease. Diabetes Metab Syndr Obes 2021; 14:4557-4567. [PMID: 34815682 PMCID: PMC8605489 DOI: 10.2147/dmso.s337986] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 11/02/2021] [Indexed: 12/19/2022] Open
Abstract
PURPOSE Diabetic kidney disease (DKD) is an inflammatory disease. This study aimed to investigate the association of fibrinogen to albumin ratio (FAR) with DKD. PATIENTS AND METHODS A total of 1022 type 2 diabetes mellitus (T2DM) patients with DKD and 1203 T2DM patients without DKD were enrolled in this study. Laboratory values including blood cell count, hemoglobin A1c, biochemical parameters, and fibrinogen and albumin creatinine ratio were recorded. Patients were classified according to tertile of admission FAR. Clinical parameters were compared between groups. Logistic regression, linear regression, ROC analysis and spline regression were carried out. RESULTS FAR in the DKD group was significantly higher than that in the non-DKD group. FAR had the highest odds ratio as an independent risk factor for the development of DKD and the highest area under ROC curve for predicting DKD compared with albumin (ALB) or fibrinogen (FIB) alone. Simple linear regression analyses revealed a significant and linear correlation of FAR with neutrophil and neutrophil-to-lymphocyte ratio. FAR was an independent risk factor for development of DKD. Spline regression showed that there was a significant linear association between DKD incidence and continuous FAR value when it exceeded 67.3mg/g. CONCLUSION FAR is a stronger independent predictor of DKD than FIB and ALB. FAR is an independent risk factor for DKD development when it exceeded 67.3mg/g. FAR might be one of novel diagnostic biomarkers to predict and prevent DKD progression. However, a prospective study to validate the prognostic model is still needed.
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Affiliation(s)
- Kai Wang
- Department of Endocrinology, Shanghai Fifth People’s Hospital, Fudan University, Shanghai, People’s Republic of China
- Department of Respiratory and Critical Care Medicine, Shanghai Fifth People’s Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Wenjun Xu
- Department of Nephrology, Zhejiang Kaihua County Hospital of Chinese Medicine, Zhejiang, People’s Republic of China
| | - Bingbing Zha
- Department of Endocrinology, Shanghai Fifth People’s Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Jindong Shi
- Department of Respiratory and Critical Care Medicine, Shanghai Fifth People’s Hospital, Fudan University, Shanghai, People’s Republic of China
| | - Guowei Wu
- Department of Nephrology, Zhejiang Kaihua County Hospital of Chinese Medicine, Zhejiang, People’s Republic of China
- Guowei Wu Department of Nephrology, Zhejiang Kaihua County Hospital of Chinese Medicine, 10 Zhongshan Road, Kaihua County, Zhejiang, 324399, People’s Republic of China Email
| | - Heyuan Ding
- Department of Endocrinology, Shanghai Fifth People’s Hospital, Fudan University, Shanghai, People’s Republic of China
- Department of Nephrology, Zhejiang Kaihua County Hospital of Chinese Medicine, Zhejiang, People’s Republic of China
- Correspondence: Heyuan Ding Department of Endocrinology, Shanghai Fifth People’s Hospital, Fudan University, 801 Heqing Road, Minhang District, Shanghai, 200240, People’s Republic of China Email
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