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Mansoori A, Farizani Gohari NS, Etemad L, Poudineh M, Ahari RK, Mohammadyari F, Azami M, Rad ES, Ferns G, Esmaily H, Ghayour Mobarhan M. White blood cell and platelet distribution widths are associated with hypertension: data mining approaches. Hypertens Res 2024; 47:515-528. [PMID: 37880498 DOI: 10.1038/s41440-023-01472-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 09/23/2023] [Accepted: 09/27/2023] [Indexed: 10/27/2023]
Abstract
In this paper, we are going to investigate the association between Hypertension (HTN) and routine hematologic indices in a cohort of Iranian adults. The data were obtained from a total population of 9704 who were aged 35-65 years, a prospective study was designed. The association between hematologic factors and HTN was assessed using logistic regression (LR) analysis and a decision tree (DT) algorithm. A total of 9704 complete datasets were analyzed in this cohort study (N = 3070 with HTN [female 62.47% and male 37.52%], N = 6634 without HTN [female 58.90% and male 41.09%]). Several variables were significantly different between the two groups, including age, smoking status, BMI, diabetes millitus, high sensitivity C-reactive protein (hs-CRP), uric acid, FBS, total cholesterol, HGB, LYM, WBC, PDW, RDW, RBC, sex, PLT, MCV, SBP, DBP, BUN, and HCT (P < 0.05). For unit odds ratio (OR) interpretation, females are more likely to have HTN (OR = 1.837, 95% CI = (1.620, 2.081)). Among the analyzed variables, age and WBC had the most significant associations with HTN OR = 1.087, 95% CI = (1.081, 1.094) and OR = 1.096, 95% CI = (1.061, 1.133), respectively (P-value < 0.05). In the DT model, age, followed by WBC, sex, and PDW, has the most significant impact on the HTN risk. Ninety-eight percent of patients had HTN in the subgroup with older age (≥58), high PDW (≥17.3), and low RDW (<46). Finally, we found that elevated WBC and PDW are the most associated factor with the severity of HTN in the Mashhad general population as well as female gender and older age.
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Affiliation(s)
- Amin Mansoori
- International UNESCO center for Health-Related Basic Sciences and Human Nutrition, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Biostatistics, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Applied Mathematics, Ferdowsi University of Mashhad, Mashhad, Iran
| | | | - Leila Etemad
- International UNESCO center for Health-Related Basic Sciences and Human Nutrition, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mohadeseh Poudineh
- Student of Research Committee, School of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Rana Kolahi Ahari
- International UNESCO center for Health-Related Basic Sciences and Human Nutrition, Mashhad University of Medical Sciences, Mashhad, Iran
| | | | - Mobin Azami
- Student of Research Committee, Kurdistan University of Medical Sciences, Sanandaj, Iran
| | - Elias Sadooghi Rad
- Student Research Committee, School of Medicine, Birjand University of Medical sciences, Birjand, Iran
| | - Gordon Ferns
- Brighton and Sussex Medical School, Division of Medical Education, Brighton, United Kingdom
| | - Habibollah Esmaily
- Department of Biostatistics, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran.
- Social Determinants of Health Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
| | - Majid Ghayour Mobarhan
- International UNESCO center for Health-Related Basic Sciences and Human Nutrition, Mashhad University of Medical Sciences, Mashhad, Iran.
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Tsuda K. A link between white blood cell count and blood pressure levels. Hypertens Res 2024; 47:537-539. [PMID: 38001165 DOI: 10.1038/s41440-023-01528-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 11/08/2023] [Indexed: 11/26/2023]
Affiliation(s)
- Kazushi Tsuda
- Cardiovascular Medicine, Cardiovascular and Metabolic Research Center, Kansai University of Health Sciences, Osaka, 590-0482, Japan.
- Division of Cardiology, School of Medicine, Wakayama Medical University, Wakayama, 641-8509, Japan.
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Liu YH, Chen SC, Lee WH, Chen YC, Huang JC, Wu PY, Hung CH, Kuo CH, Su HM. Components of the Complete Blood Count as a Risk Predictor for Incident Hypertension in a Large Taiwanese Population Follow-up Study. Circ J 2023; 87:456-462. [PMID: 36261331 DOI: 10.1253/circj.cj-22-0512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND Previous studies investigating the relationship between hypertension (HT) and hematological parameters report inconsistent results, and most them included a small number of participants or only conducted a cross-sectional analysis of 1 or 2 hematological factors. Moreover, no large cohort follow-up studies have investigated this topic. The aim of this longitudinal study was to explore associations between components of the complete blood count (CBC) and incident HT using data from a large Taiwanese biobank. METHODS AND RESULTS Hematological parameters including white blood cell (WBC) count, red blood cell (RBC) count, hemoglobin, hematocrit (HCT), and platelet count were evaluated. We included 21,293 participants who did not have HT at baseline and followed them for a mean period of 3.9 years. During follow-up, 3,002 participants with new-onset HT (defined as incident HT) were identified. Univariable analysis revealed that high WBC count, high RBC count, high hemoglobin, high HCT, and low platelet count were associated with incident HT. Multivariable analysis after adjusting potential confounding factors found high WBC count (odds ratio [OR], 1.057; 95% confidence interval [CI], 1.028 to 1.087; P<0.001) and high HCT (OR, 1.023; 95% CI, 1.010 to 1.036; P<0.001) were still significantly associated with incident HT. CONCLUSIONS High WBC count and high HCT were associated with incident HT.
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Affiliation(s)
- Yi-Hsueh Liu
- Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital
| | - Szu-Chia Chen
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University
- Research Center for Environmental Medicine, Kaohsiung Medical University
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital
| | - Wen-Hsien Lee
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital
| | - Ying-Chih Chen
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital
| | - Jiun-Chi Huang
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital
| | - Pei-Yu Wu
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital
| | - Chih-Hsing Hung
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University
- Research Center for Environmental Medicine, Kaohsiung Medical University
| | - Chao-Hung Kuo
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital
| | - Ho-Ming Su
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital
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Zou Y, Ge A, Lydia B, Huang C, Wang Q, Yu Y. Gut mycobiome dysbiosis contributes to the development of hypertension and its response to immunoglobulin light chains. Front Immunol 2022; 13:1089295. [PMID: 36643913 PMCID: PMC9835811 DOI: 10.3389/fimmu.2022.1089295] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 12/20/2022] [Indexed: 12/30/2022] Open
Abstract
Objectives Human gut microbiome has gained great attention for its proposed roles in the development of hypertension. The fungal microbiome in the human gut (i.e. the mycobiome) is beginning to gain recognition as a fundamental part of our microbiome. However, the existing knowledge of human mycobiome has never revealed the association between gut mycobiome and hypertension. It is known that inflammation and immunity contribute to human hypertension. Here, we sought to investigate whether gut mycobiome could predict the development of hypertension and its association with immunoglobulin light chains. Methods and materials Participants were classified into three cohorts: prehypertension (pre-HTN), hypertension (HTN), and normal-tension (NT) based on their blood pressure. Fresh samples were collected, and the ITS transcribed spacer ribosomal RNA gene sequence was performed. An immunoturbidimetric test was used to examine the serum levels of immunological light chains. Results Subjects in both of the states of pre-HTN and HTN had different fungal microbiome community compared to the NT group (FDR<0.05). Slightly higher levels of fungal richness and diversity were observed in the groups of pre-HTN and HTN. The relative abundance of Malassezia increased in the HTN group compared to that in the NT group, and the relative abundance of Mortierella enriched in the NT group. For the pre-HTN group, the relative abundance of Malassezia was positively associated with serum the concentration of light chain (LC) κ (r=0.510, P=0.044); for the HTN group, the relative abundance of Mortierella was positively associated with the serum concentration of LC κ (P<0.05), the relative abundance of Malassezia was positively associated with both the serum concentrations of LC κ and LC λ (r>0.30, P<0.05). Conclusions Our present study demonstrated that gut fungal dysbiosis occurred in the state of prehypertension, and fungal dysbiosis can predict the dysregulation of serum light chains in hypertension patients. Further study on modulating gut fungal community should be focused on balancing the immunological features in hypertension.
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Affiliation(s)
- Yeqing Zou
- School of Basic Medicine, Jiangsu Vocational College of Medicine, Yancheng, Jiangsu, China
| | - Anxing Ge
- Administration office of science and technology, Jiangsu Vocational College of Medicine, Yancheng, Jiangsu, China
| | - Brako Lydia
- Community center, Kumasi, Ashanti Region, Ghana
| | - Chen Huang
- Department of Geriatrics, Affiliated Xinchang Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Qianying Wang
- Department of Geriatrics, Affiliated Xinchang Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Yanbo Yu
- Department of Geriatrics, Affiliated Xinchang Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China
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Yalçin SS, Erdal İ, Oğuz B, Duzova A. Association of urine phthalate metabolites, bisphenol A levels and serum electrolytes with 24-h blood pressure profile in adolescents. BMC Nephrol 2022; 23:141. [PMID: 35410150 PMCID: PMC9004182 DOI: 10.1186/s12882-022-02774-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 04/04/2022] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Among the possible causes of hypertension in adolescence, electrolyte imbalances and environmental pollutants are drawing increasing attention. We aimed to examine the relationship between bisphenol A (BPA), phthalate metabolites, and serum electrolytes and blood pressure. METHODS Eighty-six participants aged 12-15 years were included in the study. Body mass index (BMI), office blood pressure and 24-h ambulatory blood pressure measurements (ABPM), and carotid intima-media thickness were determined. Blood samples were taken for hemogram, renal function tests, and serum electrolytes. Free- and total-BPA and phthalate metabolites were analyzed from urine samples. RESULTS Of the participants, 34 were evaluated as normal blood pressure profile, 33 as white-coat hypertension (WCHT), and 19 as ABPM-hypertension. Adolescents in ABPM- hypertension groups had higher BMI-standard deviation score (SDS), leucocyte, platelet count; but lower serum chloride, compared to the normal blood pressure profile group. The percentage of adolescents with detectable urinary mono-benzyl phthalate (MBzP) was higher in ABPM-hypertension (42.1%) and WCHT groups (33.3%), compared to the normal blood pressure profile group (5.9%, p = 0.004). Associations between MBzP and ABPM- hypertension and WCHT were remained after confounding factor adjustment. Adolescents with detectable MBzP levels had also higher "albumin-corrected calcium" and lower serum phosphate and "albumin-corrected calcium x phosphate product" compared to others. Adolescents with detectable urinary MBzP levels had higher blood pressure profiles in some 24-h (mean arterial pressure-SDS, systolic blood pressure-SDS), daytime (systolic blood pressure-SDS), and night-time (mean arterial pressure-SDS, systolic blood pressure-SDS, and diastolic blood pressure-SDS) measurements, compared to others. WCHT was found to be associated negatively with monomethyl phthalate and the sum of dibutyl phthalate metabolites and ABPM-HT with MCPP. There was no significant association between blood pressure profiles and free- and total-BPA status. CONCLUSION MBzP was associated with adverse blood pressure profiles in adolescence. Additive follow-up studies are necessary for cause-effect relations.
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Affiliation(s)
- Siddika Songül Yalçin
- Unit of Social Pediatrics, Department of Pediatrics, Hacettepe University Faculty of Medicine, Sihhiye, 06100 Ankara, Turkey
| | - İzzet Erdal
- Unit of Social Pediatrics, Department of Pediatrics, Hacettepe University Faculty of Medicine, Sihhiye, 06100 Ankara, Turkey
| | - Berna Oğuz
- Department of Radiology, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Ali Duzova
- Unit of Pediatric Nephrology, Department of Pediatrics, Hacettepe University Faculty of Medicine, Ankara, Turkey
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Abstract
Mitochondrial DNA (mtDNA) is present in multiple copies in human cells. We evaluated cross-sectional associations of whole blood mtDNA copy number (CN) with several cardiometabolic disease traits in 408,361 participants of multiple ancestries in TOPMed and UK Biobank. Age showed a threshold association with mtDNA CN: among younger participants (<65 years of age), each additional 10 years of age was associated with 0.03 standard deviation (s.d.) higher level of mtDNA CN (P = 0.0014) versus a 0.14 s.d. lower level of mtDNA CN (P = 1.82 × 10-13) among older participants (≥65 years). At lower mtDNA CN levels, we found age-independent associations with increased odds of obesity (P = 5.6 × 10-238), hypertension (P = 2.8 × 10-50), diabetes (P = 3.6 × 10-7), and hyperlipidemia (P = 6.3 × 10-5). The observed decline in mtDNA CN after 65 years of age may be a key to understanding age-related diseases.
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Association among daily fish intake, white blood cell count, and healthy lifestyle behaviors in an apparently healthy Japanese population: implication for the anti-atherosclerotic effect of fish consumption. Heart Vessels 2021; 36:924-933. [PMID: 33411013 DOI: 10.1007/s00380-020-01769-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 12/25/2020] [Indexed: 10/22/2022]
Abstract
Higher fish consumption has been reported to be associated with a lower incidence of coronary artery disease. We hypothesized that a higher frequency of fish intake may be associated with lower peripheral white blood cell (WBC) counts, a marker of chronic inflammation, which is known to be involved in the development of atherosclerotic cardiovascular disease (ASCVD), and a healthy lifestyle. This cross-sectional study was conducted between April 2018 and August 2018 at the Health Planning Center of Nihon University Hospital in a cohort of 4105 apparently healthy subjects. The average frequency of fish intake was 2.3 ± 1.3 days per week. The WBC count decreased significantly as the frequency of fish intake (0-2 days, 3-4 days, or 5-7 days per week) increased (s < 0.0001). Multivariate linear regression analysis identified higher weekly frequency of fish intake as a significant independent determinant of a lower WBC count (β = - 0.051, p = 0.001). Furthermore, as the weekly frequency of fish intake increased, the proportion of habitual cigarette smokers decreased (p = 0.021), that of subjects engaging in habitual aerobic exercises increased (p < 0.0001), and the weekly alcohol intake frequency increased (p < 0.0001). Moreover, the above-mentioned lifestyle behaviors were also independent determinants of the WBC count. These results suggest that a high frequency of fish intake might be associated with healthier lifestyle behaviors as well as lower WBC counts, and thus may both exert beneficial anti-inflammatory effects and represent a component of healthier lifestyle behaviors associated with a lower risk of ASCVD in Japanese. This association may be partially related to the preventive effects of a higher fish intake on ASCVD events. CLINICAL TRIAL REGISTRATION: UMIN ( http://www.umin.ac.jp/ ) Study ID: UMIN000039197 retrospectively registered 1 February 2020.
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Zhou W, Wang Y, Gu X, Feng ZP, Lee K, Peng Y, Barszczyk A. Importance of general adiposity, visceral adiposity and vital signs in predicting blood biomarkers using machine learning. Int J Clin Pract 2021; 75:e13664. [PMID: 32770817 DOI: 10.1111/ijcp.13664] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Accepted: 08/06/2020] [Indexed: 02/04/2023] Open
Abstract
INTRODUCTION Blood biomarkers are measured for their ability to characterise physiological and disease states. Much is known about linear relations between blood biomarker concentrations and individual vital signs or adiposity indexes (eg, BMI). Comparatively little is known about non-linear relations with these easily accessible features, particularly when they are modelled in combination and can potentially interact with one another. METHODS In this study, we used advanced machine learning algorithms to create non-linear computational models for predicting blood biomarkers (cells, lipids, metabolic factors) from age, general adiposity (BMI), visceral adiposity (Waist-to-Height Ratio, a Body Shape Index) and vital signs (systolic blood pressure, diastolic blood pressure, pulse). We determined the predictive power of the overall feature set. We further calculated feature importance in our models to identify the features with the strongest relations with each blood biomarker. Data were collected in 2018 and 2019 and analysed in 2020. RESULTS Our findings characterise previously unknown relations between these predictors and blood biomarkers; in many instances the importance of certain features or feature classes (general adiposity, visceral adiposity or vital signs) differed from their expected contribution based on simplistic linear modelling techniques. CONCLUSIONS This work could lead to the formation of new hypotheses for explaining complex biological systems and informs the creation of predictive models for potential clinical applications.
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Affiliation(s)
- Weihong Zhou
- Health Management Centre, Drum Tower Hospital Affiliated to Nanjing University Medical School, Nanjing, China
| | - Yingjie Wang
- Health Management Centre, Drum Tower Hospital Affiliated to Nanjing University Medical School, Nanjing, China
| | - Xiaoping Gu
- Department of Anaesthesiology, Drum Tower Hospital Affiliated to Nanjing University Medical School, Nanjing, China
| | - Zhong-Ping Feng
- Department of Physiology, University of Toronto, Toronto, ON, Canada
| | - Kang Lee
- Dr. Eric Jackman Institute of Child Study, University of Toronto, Toronto, ON, Canada
| | - Yuzhu Peng
- Health Management Centre, Drum Tower Hospital Affiliated to Nanjing University Medical School, Nanjing, China
| | - Andrew Barszczyk
- Department of Physiology, University of Toronto, Toronto, ON, Canada
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Emamian M, Hasanian SM, Tayefi M, Bijari M, Movahedian far F, Shafiee M, Avan A, Heidari‐Bakavoli A, Moohebati M, Ebrahimi M, Darroudi S, Zamani P, Azarpazhooh MR, Nematy M, Safarian M, Ferns GA, Esmaeili H, Parizadeh MR, Ghayour‐Mobarhan M. Association of hematocrit with blood pressure and hypertension. J Clin Lab Anal 2017; 31:e22124. [PMID: 28105697 PMCID: PMC6816830 DOI: 10.1002/jcla.22124] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2016] [Accepted: 12/01/2016] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND Hypertension (HTN) is a risk factor for stroke, renal failure, and cardiovascular disease. The association between biochemical and hematological parameters with high blood pressure may provide a more precise approach to risk prediction conferred by HTN in these patients. OBJECTIVE The aim of current study was to explore whether biochemical and hematological parameters are associated with HTN in a cohort study with a 7-year follow-up. MATERIALS AND METHODS A total of 9808 individuals were enrolled and recruited as part of the Mashhad Stroke and Heart Atherosclerotic Disorders (MASHAD) cohort study, and biochemical and hematological factors were measured in all subjects. Univariate and multivariate logistic regression analysis were performed to determine the association of biochemical and hematological parameters with HTN. RESULTS Several biochemical parameters including fasting plasma glucose (FBG), serum high-sensitivity C-reactive protein (hs-CRP), triglyceride (TG), total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), and uric acid were increased in hypertensive participants. In contrast, serum high-density lipoprotein cholesterol (HDL-C) was lower in hypertensive individuals. Furthermore, we demonstrated that hematological parameters including white blood cell (WBC) count, red blood cell (RBC) count, hemoglobin (HGB), hematocrit (HCT), and mean corpuscular hemoglobin (MCH) were higher in the hypertensive group compared to the control group. But mean corpuscular volume (MCV), and red cell distribution width (RDW), were decreased in the hypertensive group. Furthermore, our results strongly suggested that among these parameters, hematocrit was the independent risk factor for hypertension in the population. CONCLUSION We demonstrated the association of altered biochemical and hematological factors with hypertension supporting the value of emerging markers for early prediction of high blood pressure in prone individuals.
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Affiliation(s)
- Marzieh Emamian
- Metabolic Syndrome Research CenterSchool of MedicineMashhad University of Medical SciencesMashhadIran
| | - Seyed Mahdi Hasanian
- Department of Medical BiochemistrySchool of MedicineMashhad University of Medical SciencesMashhadIran
- Microanatomy Research CenterMashhad University of Medical SciencesMashhadIran
| | - Maryam Tayefi
- Metabolic Syndrome Research CenterSchool of MedicineMashhad University of Medical SciencesMashhadIran
- Student Research CommitteeSchool of MedicineMashhad University of Medical SciencesMashhadIran
- Department of Biostatistics & EpidemiologySchool of HealthManagement & Social Determinants of Health Research CenterMashhad University of Medical SciencesMashhadIran
| | - Moniba Bijari
- Student Research CommitteeSchool of MedicineMashhad University of Medical SciencesMashhadIran
| | - Faeze Movahedian far
- Student Research CommitteeSchool of MedicineMashhad University of Medical SciencesMashhadIran
| | - Mojtaba Shafiee
- Student Research CommitteeSchool of MedicineMashhad University of Medical SciencesMashhadIran
| | - Amir Avan
- Metabolic Syndrome Research CenterSchool of MedicineMashhad University of Medical SciencesMashhadIran
| | - Alireza Heidari‐Bakavoli
- Cardiovascular Research CenterSchool of MedicineMashhad University of Medical SciencesMashhadIran
| | - Mohsen Moohebati
- Cardiovascular Research CenterSchool of MedicineMashhad University of Medical SciencesMashhadIran
| | - Mahmoud Ebrahimi
- Cardiovascular Research CenterSchool of MedicineMashhad University of Medical SciencesMashhadIran
| | - Sousan Darroudi
- Metabolic Syndrome Research CenterSchool of MedicineMashhad University of Medical SciencesMashhadIran
| | - Parvin Zamani
- Department of Medical BiotechnologyFaculty of MedicineMashhad University of Medical SciencesMashhadIran
| | - Mahmoud Reza Azarpazhooh
- Cardiovascular Research CenterSchool of MedicineMashhad University of Medical SciencesMashhadIran
| | - Mohsen Nematy
- Metabolic Syndrome Research CenterSchool of MedicineMashhad University of Medical SciencesMashhadIran
| | - Mohammad Safarian
- Metabolic Syndrome Research CenterSchool of MedicineMashhad University of Medical SciencesMashhadIran
| | - Gordon A. Ferns
- Brighton & Sussex Medical SchoolDivision of Medical EducationFalmerBrightonSussexUK
| | - Habibollah Esmaeili
- Department of Biostatistics & EpidemiologySchool of HealthManagement & Social Determinants of Health Research CenterMashhad University of Medical SciencesMashhadIran
| | - Mohammad Reza Parizadeh
- Metabolic Syndrome Research CenterSchool of MedicineMashhad University of Medical SciencesMashhadIran
- Department of Medical BiochemistrySchool of MedicineMashhad University of Medical SciencesMashhadIran
| | - Majid Ghayour‐Mobarhan
- Metabolic Syndrome Research CenterSchool of MedicineMashhad University of Medical SciencesMashhadIran
- Department of Medical BiochemistrySchool of MedicineMashhad University of Medical SciencesMashhadIran
- Cardiovascular Research CenterSchool of MedicineMashhad University of Medical SciencesMashhadIran
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Cho AR, Choi WJ, Kim SH, Shim JY, Lee YJ. Joint Effect of Cigarette Smoking and Body Mass Index on White Blood Cell Count in Korean Adults. Korean J Fam Med 2017; 38:75-80. [PMID: 28360982 PMCID: PMC5371587 DOI: 10.4082/kjfm.2017.38.2.75] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Revised: 06/08/2016] [Accepted: 06/09/2016] [Indexed: 11/24/2022] Open
Abstract
Background White blood cell count is an independent risk factor for cardiovascular disease. Several lifestyle and metabolic factors such as cigarette smoking and obesity are known to be associated with an elevated white blood cell count. However, the joint effect of cigarette smoking and obesity on white blood cell count has not yet been fully described. Methods We explored the joint effect of cigarette smoking and obesity on white blood cell count using multiple logistic regression analyses after adjusting for confounding variables in a population-based, cross-sectional study of 416,065 Korean adults. Results Cigarette smoking and body mass index have a dose-response relationship with a higher white blood cell count, but no synergistic interaction is observed between them (men, P for interaction=0.797; women, P for interaction=0.311). Cigarette smoking and body mass index might have an additive combination effect on high white blood cell count. Obese male smokers were 2.36 times more likely and obese female smokers 2.35 times more likely to have a high white blood cell count when compared with normal body mass index non-smokers. Conclusion Cigarette smoking and body mass index are independently associated with an elevated white blood cell count in both men and women.
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Affiliation(s)
- A-Ra Cho
- Department of Family Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Won-Jun Choi
- Department of Family Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Shin-Hye Kim
- Department of Family Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Jae-Yong Shim
- Department of Family Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Yong-Jae Lee
- Department of Family Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
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Eziuzo CI, Chinko BC, Dapper DV. Comparative Assessment of Some White Blood Cell and Platelet Parameters among Normotensive and Hypertensive Subjects in Port Harcourt, Nigeria. Niger Med J 2017; 58:131-137. [PMID: 31057205 PMCID: PMC6496979 DOI: 10.4103/nmj.nmj_25_17] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Background Reports comparing the values of white blood cells (WBCs) and platelet parameters among normotensive, newly diagnosed hypertensive, and known hypertensive participants in Nigeria are relatively scarce. This study sought to compare these hematologic parameters of normotensive and hypertensive participants in the Southeastern Nigeria. Materials and Methods Fifty participants each of normotensive, newly diagnosed hypertensive, and known hypertensive and age- and sex-matched individuals were recruited into the study. Using an automated hematology analyzer, the following hematological parameters were determined in all participants: total WBC; neutrophil, lymphocyte and platelet counts; percentage value of neutrophil and lymphocytes; mean platelet volume (MPV); platelet distribution width; and total lymphocyte count. Results Significantly higher total WBCs and (absolute) neutrophil counts and lower percentage lymphocyte were observed among known hypertensive male participants, whereas percentage neutrophil was significantly higher among known hypertensive female participants. Platelet count and MPV were significantly higher in hypertensive male participants compared to their normotensive counterparts. MPV was found to be significantly lower in hypertensive female participants compared to normotensive females. Conclusion The present study reports significantly higher leukocytes, platelet counts, and MPV among hypertensive males and lower MPV among hypertensive females. Regular assessment of hematological parameters may perhaps be useful indicators of the prognosis of hypertension among the study population.
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Affiliation(s)
- Chidinma Ijeoma Eziuzo
- Department of Human Physiology, Haemorheology and Immunology Research Unit, College of Health Sciences, University of Port Harcourt, Port Harcourt, Nigeria
| | - Bruno Chukwuemeka Chinko
- Department of Human Physiology, Haemorheology and Immunology Research Unit, College of Health Sciences, University of Port Harcourt, Port Harcourt, Nigeria
| | - Datonye Victor Dapper
- Department of Human Physiology, Haemorheology and Immunology Research Unit, College of Health Sciences, University of Port Harcourt, Port Harcourt, Nigeria
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Chao TT, Hsieh CH, Lin JD, Wu CZ, Hsu CH, Pei D, Chen YL, Liang YJ, Chang JB. Use of white blood cell counts to predict metabolic syndrome in the elderly: a 4 year longitudinal study. Aging Male 2014; 17:230-7. [PMID: 24456526 DOI: 10.3109/13685538.2013.875989] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND The white blood cell (WBC) count was one of the first inflammatory markers associated with metabolic syndrome (MetS). Recently, two longitudinal studies have demonstrated a cause and effect relationship between MetS and WBC counts among middle-aged adults. However, no study has used WBC cutoff values to predict MetS in the elderly. METHODS Subjects who underwent routine health checkups, and were above 60 years of age, were enrolled. All subjects were followed-up until they developed MetS or until 4 years from the date of entry, whichever came earlier. Of the 4539 subjects eligible for enrollment, 3428 subjects comprised the study group and 1111 subjects comprised the validation group. RESULTS WBC counts were significantly different between subjects with and without MetS in both genders. Using the ROC curve, WBC cutoff values of 5.7 × 10(3)/µl in males and 5.0 × 10(3)/µl in females were associated with the increased risk of developing MetS (all p values <0.001). Using these WBC cutoff values, the hazard ratio (HR) for females was significant in both the study group and validation group. However, the HR for males failed significance in the validation group. Kaplan-Meier plots and κ coefficients confirmed that the WBC cutoff value could predict development of MetS in women but not in men. CONCLUSIONS The association between WBC count and MetS was gender specific. A WBC cutoff value greater than 5.0 10(3)/µl may predict the development of MetS in elderly women.
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Affiliation(s)
- Ting-Ting Chao
- Medical Research Center, Cardinal Tien Hospital, School of Medicine, Fu-Jen Catholic University , New Taipei , Taiwan
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13
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In prehypertension leukocytosis is associated with body mass index but not with blood pressure or incident hypertension. J Hypertens 2014; 32:251-9. [PMID: 24275841 DOI: 10.1097/hjh.0000000000000032] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Previous studies reported increased white blood cell counts (WBCCs), an inflammatory marker, in hypertension, prehypertension and metabolic syndrome. Evidence suggests that inflammation precedes blood pressure (BP) elevation and may contribute to incident hypertension. Angiotensin receptor blockers (ARBs) may reduce inflammation. We analyzed WBCC trends in TRial Of Preventing HYpertension (TROPHY) to determine if this inflammatory marker predicted incident hypertension in prehypertensive individuals and whether randomized assignment to the ARB candesartan (391 individuals) for 2 years, lowered WBCC compared with placebo-treated controls (381 individuals). METHODS A new analysis of TROPHY trial data. RESULTS In the total population, baseline BMI correlated with WBCC (r = 0.185, P < 0.0001), neutrophils (r = 0.135, P < 0.001) and lymphocytes (r = 0.204, P < 0.0001). Baseline triglycerides also correlated significantly with inflammatory markers. Despite a wide range of home BP (HBP) values, HBP did not correlate with baseline WBCC counts. After 2 years, candesartan decreased placebo corrected HBP by -5.5/-2.5 mmHg, (P < 0.0001), but WBCC, neutrophil and lymphocyte counts were not different in placebo and in candesartan groups. Baseline WBCC, neutrophils and lymphocyte counts did not predict incident hypertension in the placebo group. CONCLUSION In TROPHY, candesartan lowered BP but did not alter WBCC. Baseline WBCC did not predict incident hypertension. Our findings do not support the hypothesis that inflammation contributes to incident hypertension or that ARB treatment suppresses inflammation. The significant independent association of WBCC with baseline BMI and triglycerides is consistent with the evidence that obesity and insulin resistance are associated with inflammation. The findings highlight the importance of effective lifestyle modification in prehypertension to reduce inflammatory cardio-metabolic risk and suppress transition to hypertension.
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Nwokocha CR, Baker A, Douglas D, McCalla G, Nwokocha M, Brown PD. Apocynin ameliorates cadmium-induced hypertension through elevation of endothelium nitric oxide synthase. Cardiovasc Toxicol 2014; 13:357-63. [PMID: 23703608 DOI: 10.1007/s12012-013-9216-0] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Apocynin is reported to have antioxidant and NADPH oxidase inhibitor activities. Cadmium toxicity is reported to causes oxidative damage, resulting in vascular dysfunction, reduced bioavailability of nitric oxide (NO) and hypertension. The study aimed to investigate the protective effects of apocynin in cadmium-induced hypertension. Thirty-six (36) adult male Sprague-Dawley rats were randomly divided into 6 groups. Group 1 served as control, Groups 2 and 3 received 50 and 100 mg/Kg (b.w) apocynin, respectively, Group 4 received 100 ppm CdCl2 in their drinking water, while Group 5 and 6 received 100 ppm CdCl2 in their drinking and 50 and 100 mg/Kg (b.w) apocynin, respectively, for 8 weeks. Blood pressure readings were taken weekly using the tail-cuff method. cGMP, endothelial nitric oxide synthase (eNOS), NO and hematological parameters were analyzed at the end of 8 weeks. Apocynin, although a poor antioxidant, caused a significant reduction (p < 0.05) in systolic and mean arterial pressures in the cadmium-induced elevations in blood pressure and amelioration of altered hematological parameters. However, while cadmium exposures did not alter the cGMP, eNOS and nitrate concentrations in serum, apocynin reduced the cGMP and nitrite values while significantly elevating (p < 0.05) the eNOS concentrations and also improved the cadmium-induced anemia. Apocynin was effective in reducing cadmium-induced elevated blood pressures through elevation of eNOS. Inhibition of NADPH oxidase activity may be a useful strategy for prevention and treatment of cadmium-induced hypertension.
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Affiliation(s)
- Chukwuemeka R Nwokocha
- Physiology Section, Department of Basic Medical Sciences, The University of the West Indies, Mona Campus, Kingston 7, Jamaica,
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15
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Pandey AS, Shreevastva NK, Neupane DP. Nicotine exposure, blood pressure, and inflammation in tobacco smokers and chewers in a rural community in Nepal. Subst Use Misuse 2014; 49:798-803. [PMID: 24491150 DOI: 10.3109/10826084.2014.880483] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Tobacco consumption is high amongst the people of Xxx. This study was carried out in 2011 in a rural community of Xxx, to compare pathological parameters associated with tobacco use in relation to nicotine metabolism between smokers, chewers, and a control group. A total of 216 volunteers provided blood and urine samples for testing nicotine metabolites, C-reactive protein, and cell counts. Data were analyzed using ANOVA, correlation, and t-tests using STATA. Differences in blood pressure amongst the groups indicate a role of smoking in preventing a rise in BP with age, likely attributable to a different mechanism of metabolism of tobacco constituents.
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Affiliation(s)
- Arti S Pandey
- Department of Biochemistry, Xxx Medical College Basic Sciences Block, Xxx, Xxx, Xxx
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16
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Seventeen year risk of all-cause and cause-specific mortality associated with C-reactive protein, fibrinogen and leukocyte count in men and women: the EPIC-Norfolk study. Eur J Epidemiol 2013; 28:541-50. [PMID: 23821244 DOI: 10.1007/s10654-013-9819-6] [Citation(s) in RCA: 66] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2013] [Accepted: 06/20/2013] [Indexed: 12/25/2022]
Abstract
There is strong evidence from observational studies suggesting serum C-reactive protein (CRP) is associated with cardiovascular and all-cause mortality. However, less is known about whether there are differences in the association of CRP with all-cause or cause specific mortality by sex, smoking, body mass index (BMI), or physical activity. We aimed to investigate these interactions and also investigate and compare the association of CRP and other inflammation markers (i.e., fibrinogen and leukocyte count) with all-cause and cause-specific mortality. Men and women aged 40-79 were recruited in 1993-1997 in the EPIC-Norfolk cohort study. A total of 16,850 participants with high-sensitivity assayed CRP data who had no known cancer, myocardial infarction and stroke at baseline were entered in the analysis to test the association of CRP, fibrinogen and leukocyte count with risk of all-cause and cause specific mortality. A total of, 2,603 all-cause deaths (1,452 in men) including 823 cardiovascular and 1,035 cancer deaths, were observed after 231,000 person-years of follow-up (median 14.3 years). CRP was positively associated with risk of all-cause, cardiovascular, and non-cancer non-cardiovascular mortality independent of established risk factors. The hazard ratio of all-cause mortality (95 % CI) for participants with CRP in the range of 3-10 and >10 mg/l (vs. <0.5 mg/l) was 1.56 (1.26-1.93) and 1.87 (1.43-2.43) respectively in men and 1.34 (1.07-1.68) and 1.98 (1.50-2.63) in women. The association was less positively graded in women with the increased risk being significant only at higher levels of the CRP distribution. The association persisted in never smokers and did not vary by levels of BMI or physical activity. Although fibrinogen and leukocyte count were also positively associated with mortality risk, only CRP remained a significant predictor of mortality when the inflammation markers were adjusted for one another in multivariable models. Serum CRP levels were a long-term predictor of risk of cardiovascular and non-cardiovascular mortality independent of known risk factors, fibrinogen, and leukocyte count.
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Beitelshees AL, Aquilante CL, Allayee H, Langaee TY, Welder GJ, Schofield RS, Zineh I. CXCL5 polymorphisms are associated with variable blood pressure in cardiovascular disease-free adults. Hum Genomics 2012; 6:9. [PMID: 23245743 PMCID: PMC3505480 DOI: 10.1186/1479-7364-6-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2012] [Accepted: 05/18/2012] [Indexed: 12/20/2022] Open
Abstract
Objective Leukocyte count has been associated with blood pressure, hypertension, and hypertensive complications. We hypothesized that polymorphisms in the CXCL5 gene, which encodes the neutrophilic chemokine ENA-78, are associated with blood pressure in cardiovascular disease (CVD)-free adults and that these polymorphisms are functional. Methods and results A total of 192 community-dwelling participants without CVD or risk equivalents were enrolled. Two CXCL5 polymorphisms (−156 G > C (rs352046) and 398 G > A (rs425535)) were tested for associations with blood pressure. Allele-specific mRNA expression in leukocytes was also measured to determine whether heterozygosity was associated with allelic expression imbalance. In −156 C variant carriers, systolic blood pressure (SBP) was 7 mmHg higher than in −156 G/G wild-type homozygotes (131 ± 17 vs. 124 ± 14 mmHg; P = 0.008). Similarly, diastolic blood pressure (DBP) was 4 mmHg higher in −156 C variant carriers (78 ± 11 vs. 74 ± 11 mmHg; P = 0.013). In multivariate analysis of SBP, age, sex, body mass index, and the −156 G > C polymorphism were identified as significant variables. Age, sex, and the −156 G > C SNP were further associated with DBP, along with white blood cells. Allelic expression imbalance and significantly higher circulating ENA-78 concentrations were noted for variant carriers. Conclusion CXCL5 gene polymorphisms are functional and associated with variable blood pressure in CVD-free individuals. The role of CXCL5 as a hypertension- and CVD-susceptibility gene should be further explored.
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Affiliation(s)
- Amber L Beitelshees
- Division of Endocrinology, Diabetes and Nutrition, University of Maryland School of Medicine, Baltimore, MD 21201, USA.
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18
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Ahmed MS, Jadhav AB, Hassan A, Meng QH. Acute phase reactants as novel predictors of cardiovascular disease. ISRN INFLAMMATION 2012; 2012:953461. [PMID: 24049653 PMCID: PMC3767354 DOI: 10.5402/2012/953461] [Citation(s) in RCA: 66] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/27/2012] [Accepted: 04/01/2012] [Indexed: 12/21/2022]
Abstract
Acute phase reaction is a systemic response which usually follows a physiological condition that takes place in the beginning of an inflammatory process. This physiological change usually lasts 1-2 days. However, the systemic acute phase response usually lasts longer. The aim of this systemic response is to restore homeostasis. These events are accompanied by upregulation of some proteins (positive acute phase reactants) and downregulation of others (negative acute phase reactants) during inflammatory reactions. Cardiovascular diseases are accompanied by the elevation of several positive acute phase reactants such as C-reactive protein (CRP), serum amyloid A (SAA), fibrinogen, white blood cell count, secretory nonpancreatic phospholipase 2-II (sPLA2-II), ferritin, and ceruloplasmin. Cardiovascular disease is also accompanied by the reduction of negative acute phase reactants such as albumin, transferrin, transthyretin, retinol-binding protein, antithrombin, and transcortin. In this paper, we will be discussing the biological activity and diagnostic and prognostic values of acute phase reactants with cardiovascular importance. The potential therapeutic targets of these reactants will be also discussed.
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Affiliation(s)
- M S Ahmed
- Department of Medicine, Royal University Hospital, University of Saskatchewan, 107 Wiggins Road, Saskatoon, SK, Canada S7N 5E5 ; Department of Pharmacology, University of Saskatchewan, 107 Wiggins Road, Saskatoon, SK, Canada S7N 5E5
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Tsai IJ, Beilin LJ, Puddey IB, Croft KD, Barden A. Impaired ex vivo leukotriene B4 production characterizes the metabolic syndrome and is improved after weight reduction. J Clin Endocrinol Metab 2007; 92:4747-52. [PMID: 17925339 DOI: 10.1210/jc.2007-1417] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
Abstract
CONTEXT Neutrophil (polymorphonuclear neutrophil) production of leukotriene B4 (LTB4) may be associated with alterations in immune and inflammatory function that characterize the metabolic syndrome (MetS). OBJECTIVE We investigated whether polymorphonuclear neutrophil production of LTB(4) and its metabolites 20-hydroxy-LTB4 (20-OH-LTB4) and 20-carboxyl-LTB4 were altered in subjects with features of the MetS before and after weight reduction. DESIGN, SETTING, PATIENTS, AND INTERVENTION In a case-controlled comparison, men and postmenopausal women with features of the MetS were matched with controls. Subjects with MetS were then matched and randomly assigned to either a 12-wk weight reduction study followed by 4-wk weight stabilization or 16-wk weight maintenance. MAIN OUTCOME MEASURES Measurements were performed at baseline and at the end of the 16-wk period. Stimulated neutrophil LTB4 and its metabolites were measured by HPLC. RESULTS In the case-controlled study, body mass index, waist circumference, blood pressure, fasting triglycerides, and glucose were all significantly increased in subjects with features of the MetS (P < 0.05). Production of LTB4 and 20-OH-LTB4 was significantly lower compared with controls (P < 0.005). The weight loss intervention resulted in a 4.6-kg reduction in body weight and 6.6-cm decrease in waist circumference relative to controls and a significant increase in LTB4 and 20-OH-LTB4. CONCLUSIONS Subjects with features of the MetS have lower stimulated LTB4, which is not due to increased metabolism of LTB4. Weight reduction restored the production of neutrophil LTB4, suggesting that in addition to modifying cardiovascular risk, weight loss may also help with the management of perturbed inflammatory responses in overweight subjects.
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Affiliation(s)
- I J Tsai
- University of Western Australia, School of Medicine and Pharmacology, Royal Perth Hospital, Perth, Western Australia 6001, Australia
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Affiliation(s)
- V J Karthikeyan
- Haemostasis, Thrombosis and Vascular Biology Unit, University Department of Medicine, City Hospital, Birmingham, UK
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21
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Kakar P, Lip GYH. Towards understanding the aetiology and pathophysiology of human hypertension: where are we now? J Hum Hypertens 2006; 20:833-6. [PMID: 16929340 DOI: 10.1038/sj.jhh.1002082] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- P Kakar
- Haemostasis, Thrombosis and Vascular Biology Unit, University Department of Medicine, City Hospital, Birmingham, UK
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Franks PW. Obesity, inflammatory markers and cardiovascular disease: distinguishing causality from confounding. J Hum Hypertens 2006; 20:837-40. [PMID: 16855628 DOI: 10.1038/sj.jhh.1002059] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Affiliation(s)
- P W Franks
- Department of Public Health and Clinical Medicine, Umeå University Hospital, Umeå, Sweden.
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