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Xiu J, Lin X, Chen Q, Yu P, Lu J, Yang Y, Chen W, Bao K, Wang J, Zhu J, Zhang X, Pan Y, Tu J, Chen K, Chen L. The aggregate index of systemic inflammation (AISI): a novel predictor for hypertension. Front Cardiovasc Med 2023; 10:1163900. [PMID: 37265570 PMCID: PMC10229810 DOI: 10.3389/fcvm.2023.1163900] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Accepted: 04/24/2023] [Indexed: 06/03/2023] Open
Abstract
Objective Inflammation plays an important role in the pathophysiology of hypertension (HTN). Aggregate index of systemic inflammation (AISI), as a new inflammatory and prognostic marker has emerged recently. Our goal was to determine whether there was a relationship between HTN and AISI. Methods We analyzed patients with HTN from the National Health and Nutrition Examination Survey (NHANES) from 1999 to 2018. The primary end point was cardiovascular mortality. A total of 23,765 participants were divided into four groups according to the AISI quartile level. The association between AISI and cardiovascular mortality in patients with HTN was assessed by survival curves and Cox regression analyses based on NHANES recommended weights. Results High levels of AISI were significantly associated with cardiovascular mortality in patients with HTN. After full adjustment for confounders, there was no significant difference in the risk of cardiovascular mortality in Q2 and Q3 compared to Q1, while Q4 (HR: 1.91, 95% CI: 1.42-2.58; P < 0.001) had a higher risk of cardiovascular mortality compared to Q1. Results remained similar in subgroup analyses stratified by age (P for interaction = 0.568), gender (P for interaction = 0.059), and obesity (P for interaction = 0.289). Conclusions In adults with HTN, elevated AISI levels are significantly associated with an increased risk of cardiovascular mortality and may serve as an early warning parameter for poor prognosis.
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Affiliation(s)
- Jiaming Xiu
- Department of Cardiology, Longyan First Affiliated Hospital of Fujian Medical University, Longyan, China
- The Third Clinical Medical College, Fujian Medical University, Fuzhou, China
| | - Xueqin Lin
- Department of Cardiology, Longyan First Affiliated Hospital of Fujian Medical University, Longyan, China
- The Third Clinical Medical College, Fujian Medical University, Fuzhou, China
| | - Qiansheng Chen
- Department of Cardiology, Longyan First Affiliated Hospital of Fujian Medical University, Longyan, China
| | - Pei Yu
- Department of Cardiology, Longyan First Affiliated Hospital of Fujian Medical University, Longyan, China
- The Third Clinical Medical College, Fujian Medical University, Fuzhou, China
| | - Jin Lu
- Department of Cardiology, Longyan First Affiliated Hospital of Fujian Medical University, Longyan, China
- The Third Clinical Medical College, Fujian Medical University, Fuzhou, China
| | - Yanfang Yang
- Department of Cardiology, Longyan First Affiliated Hospital of Fujian Medical University, Longyan, China
- The Third Clinical Medical College, Fujian Medical University, Fuzhou, China
| | - Weihua Chen
- Department of Cardiology, Longyan First Affiliated Hospital of Fujian Medical University, Longyan, China
- The Third Clinical Medical College, Fujian Medical University, Fuzhou, China
| | - Kunming Bao
- Department of Cardiology, Longyan First Affiliated Hospital of Fujian Medical University, Longyan, China
| | - Junjie Wang
- Department of Cardiology, Fuzhou First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Jinlong Zhu
- Department of Cardiology, Longyan First Affiliated Hospital of Fujian Medical University, Longyan, China
- The Third Clinical Medical College, Fujian Medical University, Fuzhou, China
| | - Xiaoying Zhang
- Department of Cardiology, Longyan First Affiliated Hospital of Fujian Medical University, Longyan, China
- The Third Clinical Medical College, Fujian Medical University, Fuzhou, China
| | - Yuxiong Pan
- Department of Cardiology, Longyan First Affiliated Hospital of Fujian Medical University, Longyan, China
| | - Jiabin Tu
- Department of Cardiology, Longyan First Affiliated Hospital of Fujian Medical University, Longyan, China
- The Third Clinical Medical College, Fujian Medical University, Fuzhou, China
| | - Kaihong Chen
- Department of Cardiology, Longyan First Affiliated Hospital of Fujian Medical University, Longyan, China
| | - Liling Chen
- Department of Cardiology, Longyan First Affiliated Hospital of Fujian Medical University, Longyan, China
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Takashima N, Nakamura Y, Miyagawa N, Kadota A, Saito Y, Matsui K, Miura K, Ueshima H, Kita Y. Association between C-Reactive Protein Levels and Functional Disability in the General Older-Population: The Takashima Study. J Atheroscler Thromb 2023; 30:56-65. [PMID: 35264478 PMCID: PMC9899706 DOI: 10.5551/jat.63323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
AIMS High-sensitivity C-reactive protein (hsCRP) associates with atherosclerotic diseases such as stroke. However, previous results on the association between hsCRP levels and functional disability were controversial. METHODS We analyzed 2,610 men and women who did not exhibit functional disability or death within the first 3 years of the baseline survey and those aged 65 years or older at the end of follow-up. The levels of hsCRP were assessed using latex agglutination assay at baseline survey from 2006 to 2014. Functional disability was followed up using the long-term care insurance (LTCI) program until November 1, 2019. Functional disability was defined as a new LTCI program certification. Cox proportional hazards model with competing risk analysis for death was used to evaluate the association between hsCRP levels and future functional disability. RESULTS During a 9-year follow-up period, we observed 328 cases of functional disability and 67 deaths without prior functional disability incidence. The multivariable-adjusted hazard ratio (HR, 95% confidence interval [CI]) of functional disability in log-transferred hsCRP levels was 1.43 (1.22-1.67) in men and 0.97 (0.81-1.15) in women. When hsCRP level was analyzed as a categorical variable, low hsCRP levels (<1.0 mg/l) as the reference, the multivariable-adjusted HR (95% CI) of functional disability in high hsCRP levels (≥ 3.0 mg/l) was 2.37 (1.56-3.62). Similar results were observed when stratified by sex, but it was not significant in women. CONCLUSIONS This study demonstrates that low-grade systemic inflammation to assess hsCRP might predict the future incidence of functional disability, especially in men.
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Affiliation(s)
- Naoyuki Takashima
- Department of Public Health, Kinki University Faculty of Medicine, Osaka-Sayama, Osaka, Japan,Department of Public Health, Shiga University of Medical Science, Otsu, Shiga, Japan
| | - Yasuyuki Nakamura
- Department of Public Health, Shiga University of Medical Science, Otsu, Shiga, Japan,Yamashina Racto Clinic and Medical Examination Center, Kyoto, Japan
| | - Naoko Miyagawa
- Department of Public Health, Shiga University of Medical Science, Otsu, Shiga, Japan,Department of Preventive Medicine and Public Health, Keio University School of Medicine, Shinjuku-ku, Tokyo, Japan
| | - Aya Kadota
- Department of Public Health, Shiga University of Medical Science, Otsu, Shiga, Japan,NCD Epidemiology Research Center, Shiga University of Medical Science, Otsu, Shiga, Japan
| | - Yoshino Saito
- Department of Public Health, Shiga University of Medical Science, Otsu, Shiga, Japan,Faculty of Health Sciences, Department of Nursing, Aino University, Ibaraki, Japan
| | - Kenji Matsui
- Department of Public Health, Shiga University of Medical Science, Otsu, Shiga, Japan,Institute for Cancer Control, National Cancer Center, Tokyo, Japan
| | - Katsuyuki Miura
- Department of Public Health, Shiga University of Medical Science, Otsu, Shiga, Japan,NCD Epidemiology Research Center, Shiga University of Medical Science, Otsu, Shiga, Japan
| | - Hirotsugu Ueshima
- Department of Public Health, Shiga University of Medical Science, Otsu, Shiga, Japan,NCD Epidemiology Research Center, Shiga University of Medical Science, Otsu, Shiga, Japan
| | - Yoshikuni Kita
- Department of Public Health, Shiga University of Medical Science, Otsu, Shiga, Japan,Faculty of Nursing Science, Tsuruga Nursing University, Tsuruga, Fukui, Japan
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Dhamoon MS, Cheung YK, Moon YP, Wright CB, Sacco RL, Elkind MSV. Interleukin-6 and lipoprotein-associated phospholipase A2 are associated with functional trajectories. PLoS One 2019; 14:e0214784. [PMID: 30934019 PMCID: PMC6443177 DOI: 10.1371/journal.pone.0214784] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2017] [Accepted: 03/20/2019] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND/OBJECTIVES Inflammatory biomarkers have been associated with stroke and mortality, but inflammation may also have detrimental effects beyond acute events. We hypothesized that serum concentrations of interleukin-6 (IL6) and lipoprotein-associated phospholipase A2 (LpPLA2) were inversely associated with long-term functional decline independently of vascular risk factors, stroke and myocardial infarction (MI) occurring during follow-up. DESIGN Prospective population based cohort study. SETTING The Northern Manhattan Study. PARTICIPANTS (INCLUDING THE SAMPLE SIZE) Race/ethnically diverse stroke-free individuals in northern Manhattan aged ≥40 years (n = 3298). INTERVENTION None. MEASUREMENTS Annual functional assessments with the Barthel index (BI), for a median of 13 years. BI was analyzed as a continuous variable (range 0-100). Baseline demographics, risk factors, and laboratory studies were collected, including IL6 (n = 1679), LpPLA2 mass (n = 1912) and activity (n = 1937). Separate mixed models estimated standardized associations between each biomarker and baseline functional status and change over time, adjusting for demographics, vascular risk factors, social variables, cognition, and depression measured at baseline, and stroke and MI occurring during follow-up. RESULTS Mean age was 69 (SD 10) years, 35% were male, 53% Hispanic, 74% hypertensive, and 16-24% diabetic. LogIL6 was associated with decline in BI over time (-0.13 points per year, 95% CI -0.24, -0.02) and marginally with baseline BI (-0.20, 95% CI -0.40, 0.01). LpPLA2 activity levels were associated with baseline BI (-0.36, 95% CI -0.68, -0.04) but not change over time, and LpPLA2 mass levels were not associated with either. CONCLUSION In this large population-based study, higher serum inflammatory biomarker levels were associated with disability, even when adjusting for baseline covariates and stroke and MI occurring during follow-up.
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Affiliation(s)
- Mandip S. Dhamoon
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, United States of America
| | - Ying-Kuen Cheung
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY, United States of America
| | - Yeseon P. Moon
- Department of Neurology, College of Physicians and Surgeons, Columbia University, New York, NY, United States of America
| | - Clinton B. Wright
- National Institutes of Health, Bethesda, MD, United States of America
| | - Ralph L. Sacco
- McKnight Brain Institute, Miller School of Medicine, University of Miami, Miami, FL, United States of America
- Departments of Neurology, Miller School of Medicine, University of Miami, Miami, FL, United States of America
- Public Health Sciences, Miller School of Medicine, University of Miami, Miami, FL, United States of America
- Human Genetics, Miller School of Medicine, University of Miami, Miami, FL, United States of America
| | - Mitchell S. V. Elkind
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, United States of America
- Department of Neurology, College of Physicians and Surgeons, Columbia University, New York, NY, United States of America
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