1
|
Iddrisu AK, Besing Karadaar I, Gurah Junior J, Ansu B, Ernest DA. Mixed effects logistic regression analysis of blood pressure among Ghanaians and associated risk factors. Sci Rep 2023; 13:7728. [PMID: 37173375 PMCID: PMC10182051 DOI: 10.1038/s41598-023-34478-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 05/02/2023] [Indexed: 05/15/2023] Open
Abstract
Blood pressure (BP) control is a global health issue with an increase in BP beyond the normal BP leading to different stages of hypertension in humans and hence the need to identify risk factors of BP for efficient and effective control. Multiple BP measurement have proven to provide BP readings close to the true BP status of the individual. In this study, we used multiple BP measurement data on 3809 Ghanaians to determine risk factors associated with BP. The data were obtained from World Health Organization study on Global AGEing and Adult Health. We defined high blood pressure (HBP) as [Formula: see text] 130/80 mmHg or normal as [Formula: see text] 130/80 mmHg. We provide summary statistics and also used the Chi-Square test to assess significance of association between HBP versus risk factors of HBP. The aim of this study is to identify risk factors of BP using the mixed effects logistic regression model. Data were analyzed using R version 4.2.2. The results showed that the risk of high blood pressure (HBP) decreases across the three measurement periods. There is reduced risk (OR = 0.274, 95% CI = 0.2008, 0.405) of HBP among male participants relative to female participants. The risk (OR = 2.771, 95% CI = 1.8658, 4.1145) of HBP increased by 2.771-folds among those who are 60 years and above relative to those below the age of 60 years. Those whose work involves/requires vigorous exercise has 1.631-fold increase in the risk (OR = 1.631, 95% CI = 1.1151, 2.3854) of HBP relative to those whose work does not involve vigorous exercise. There is approximately 5-folds increased in the risk (OR = 4.896, 95% CI = 1.9535, 12.2268) of among those who have ever been diagnosed with diabetes. The results also revealed high risk (OR = 1.649, 95%CI = 1.1108, 2.4486) of HBP among those who have formal education. The risk (OR = 1.009, 95% CI = 1.0044, 1.0137) of HBP increases with increasing weight and a reduced risk (OR = 0.996, 95% CI = 0.9921, 0.9993) of HBP with increasing height. We found that sad experience, either mild, moderate or severe, is associated with a reduced risk of HBP. Those who have vegetable servings at least 2 cups per day have increased risk of HBP and those who have fruits servings at least 2 cups per day is associated with a reduced risk of HBP, however this is not statistically significant. To achieve success in BP control, programs should be designed with the aim of reducing weight, educate those with formal eduction on issues relating to HBP. Those whose work requires vigorous exercise are recommended to have regular check-ups to ensure that pressure build-up in the lungs is cleared. SBP is lower for women at young age but continue to increase after menopause as their BP increase becomes salt-sensitive. Hence there is need to give more attention to menopausal women so as to improve BP. Both young and old individuals are recommended to practice regular exercise since this has shown to reduce risk of being overweight or becoming diabetic and reduces the risk of HBP at yong age and old age. Also, to improve blood pressure control, programs for management of blood pressure or hypertension should focus more short stature individuals since such people are more likely to experience HBP.
Collapse
Affiliation(s)
- Abdul-Karim Iddrisu
- Department of Mathematics and Statistics, University of Energy and Natural Resources, Sunyani, Ghana.
| | | | - Joseph Gurah Junior
- Department of Mathematics and ICT, St. Ambrose College of Education, Dormaa-Akwamu, Ghana
| | - Bismark Ansu
- Department of Mathematics and ICT, St. Ambrose College of Education, Dormaa-Akwamu, Ghana
| | | |
Collapse
|
2
|
Qu C, Zhang H, Li Y, Song Y, YunWang. Analysis of the correlation between amino-terminal pro-brain natriuretic peptide levels and prognosis of patients with off-pump coronary artery bypass grafting. Transpl Immunol 2022; 72:101563. [DOI: 10.1016/j.trim.2022.101563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 02/24/2022] [Accepted: 02/26/2022] [Indexed: 11/29/2022]
|
3
|
Shoji S, Kohsaka S, Sawano M, Okamura T, Hirata A, Sugiyama D, Ohkubo T, Nakamura Y, Watanabe M, Kadota A, Ueshima H, Okayama A, Miura K. Electrocardiographic Left Atrial Abnormality and B-Type Natriuretic Peptide in a General Japanese Population: NIPPON DATA2010. J Atheroscler Thromb 2021; 28:34-43. [PMID: 32188793 PMCID: PMC7875149 DOI: 10.5551/jat.54171] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Accepted: 02/04/2020] [Indexed: 12/21/2022] Open
Abstract
AIMS P-wave terminal force in lead V1 (PTFV1) is an electrocardiogram marker of increased left atrial pressure and may be a noninvasive and early detectable marker for future cardiovascular events in the general population compared to serum B-type natriuretic peptide (BNP) concentration. The clinical significance of PTFV1 in the contemporary general population is an area of unmet need. We aimed to demonstrate the correlation between PTFV1 and BNP concentrations in a contemporary representative Japanese population. METHODS Among 2,898 adult men and women from 300 randomly selected districts throughout Japan (NIPPON DATA2010), we analyzed 2,556 participants without cardiovascular disease (stroke, myocardial infarction, and atrial fibrillation). Elevated BNP was defined as a value of ≥ 20 pg/mL based on the definition from the Japanese Circulation Society guidelines. RESULTS In total, 125 (4.9%) participants had PTFV1. Participants with PTFV1 were older with a higher prevalence of hypertension, major electrocardiographic findings, and elevated BNP concentrations (13.5 [6.9, 22.8] versus 7.8 [4.4, 14.5] pg/mL; P<0.001). After adjustment for confounders, PTFV1 was correlated with elevated BNP (odds ratio, 1.66; 95% confidence interval, 1.05-2.62; P=0.030). This correlation was consistent among various subgroups and was particularly evident in those aged <65 years or those without a history of hypertension. CONCLUSIONS In the contemporary general population cohort, PTFV1 was independently related to high BNP concentration. PTFV1 may be an alternative marker to BNP in identifying individuals at a higher risk of future cardiovascular events in the East Asian population.
Collapse
Affiliation(s)
- Satoshi Shoji
- Department of Cardiology, Keio University School of Medicine, Tokyo, Japan
| | - Shun Kohsaka
- Department of Cardiology, Keio University School of Medicine, Tokyo, Japan
| | - Mitsuaki Sawano
- Department of Cardiology, Keio University School of Medicine, Tokyo, Japan
| | - Tomonori Okamura
- Department of Preventive Medicine and Public Health, Keio University School of Medicine, Tokyo, Japan
| | - Aya Hirata
- Department of Preventive Medicine and Public Health, Keio University School of Medicine, Tokyo, Japan
| | - Daisuke Sugiyama
- Faculty of Nursing and Medical Care, Keio University, Fujisawa, Kanagawa, Japan
| | - Takayoshi Ohkubo
- Department of Hygiene and Public Health, Teikyo University School of Medicine, Tokyo, Japan
| | - Yasuyuki Nakamura
- Department of Food Science and Human Nutrition, Ryukoku University, Otsu, Shiga, Japan
| | - Makoto Watanabe
- Department of Preventive Cardiology, National Cerebral and Cardiovascular Center, Suita, Japan
| | - Aya Kadota
- Center for Epidemiologic Research in Asia, Shiga University of Medical Science, Shiga, Japan
- Department of Public Health, Shiga University of Medical Science, Shiga, Japan
| | - Hirotsugu Ueshima
- Center for Epidemiologic Research in Asia, Shiga University of Medical Science, Shiga, Japan
- Department of Public Health, Shiga University of Medical Science, Shiga, Japan
| | - Akira Okayama
- Research Institute of Strategy for Prevention, Tokyo, Japan
| | - Katsuyuki Miura
- Center for Epidemiologic Research in Asia, Shiga University of Medical Science, Shiga, Japan
- Department of Public Health, Shiga University of Medical Science, Shiga, Japan
| |
Collapse
|
4
|
Tomita H. N-Terminal Pro-B-Type Natriuretic Peptide as a Risk Biomarker for Stroke in a General Japanese Population. J Atheroscler Thromb 2020; 27:749-750. [PMID: 32224558 PMCID: PMC7458792 DOI: 10.5551/jat.ed127] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Affiliation(s)
- Hirofumi Tomita
- Department of Cardiology, Hirosaki University Graduate School of Medicine
| |
Collapse
|
5
|
Ebihara K, Yamagishi K, Umesawa M, Muraki I, Cui R, Imano H, Kubota Y, Hayama-Terada M, Shimizu Y, Ohira T, Sankai T, Okada T, Kitamura A, Kiyama M, Iso H. Moderate Levels of N-Terminal Pro-B-Type Natriuretic Peptide is Associated with Increased Risks of Total and Ischemic Strokes among Japanese: The Circulatory Risk in Communities Study. J Atheroscler Thromb 2020; 27:751-760. [PMID: 31932552 PMCID: PMC7458784 DOI: 10.5551/jat.52241] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
AIM N-terminal pro-B-type natriuretic peptide (NT-proBNP), frequently used as a biochemical marker for detecting and monitoring heart failure, is also a risk marker for development of coronary heart disease and total stroke. However, studies that explore subtypes of ischemic stroke with regard to NT-proBNP are scarce. Here, we examined NT-proBNP and its impact upon subtypes of ischemic stroke (lacunar stroke, large-artery occlusive stroke and embolic stroke) among Japanese. METHODS We measured NT-proBNP and categorized 4,393 participants of the Circulatory Risk in Communities Study into four groups (<55, 55-124, 125-399, and ≥ 400 pg/ml). We used a multivariable Cox proportional hazards model to examine association with risks of stroke and subtypes. RESULTS During 4.7 years of follow-up, we identified 50 strokes, including 35 ischemic (15 lacunar, 6 largeartery occlusive, 10 embolic strokes) and 14 hemorrhagic strokes. NT-proBNP was associated with stroke risk: the multivariable hazard ratio of total strokes was 7.29 (2.82-18.9) for the highest and 2.78 (1.25-6.16) for the second highest NT-proBNP groups compared with the lowest group. The respective hazard ratios for the highest NT-proBNP group were 9.37 (3.14-28.0) for ischemic stroke and 6.81 (1.11-41.7) for lacunar stroke. Further adjustment for atrial fibrillation did not attenuate these associations. The associations were similarly observed for large-artery occlusive and embolic strokes. CONCLUSION We found that even moderate serum levels of NT-proBNP were associated with the risk of total and ischemic strokes among Japanese whose NT-proBNP levels were relatively low compared with Westerners.
Collapse
Affiliation(s)
- Kenji Ebihara
- Department of Public Health Medicine, Faculty of Medicine, and Health Services Research and Development Center, University of Tsukuba
| | - Kazumasa Yamagishi
- Department of Public Health Medicine, Faculty of Medicine, and Health Services Research and Development Center, University of Tsukuba.,Osaka Center for Cancer and Cardiovascular Disease Prevention.,Ibaraki Western Medical Center
| | - Mitsumasa Umesawa
- Department of Public Health Medicine, Faculty of Medicine, and Health Services Research and Development Center, University of Tsukuba.,Osaka Center for Cancer and Cardiovascular Disease Prevention.,Department of Public Health, Dokkyo Medical University School of Medicine
| | - Isao Muraki
- Osaka Center for Cancer and Cardiovascular Disease Prevention.,Public Health, Department of Social Medicine, Osaka University Graduate School of Medicine
| | - Renzhe Cui
- Public Health, Department of Social Medicine, Osaka University Graduate School of Medicine
| | - Hironori Imano
- Osaka Center for Cancer and Cardiovascular Disease Prevention.,Public Health, Department of Social Medicine, Osaka University Graduate School of Medicine
| | - Yasuhiko Kubota
- Osaka Center for Cancer and Cardiovascular Disease Prevention
| | - Mina Hayama-Terada
- Osaka Center for Cancer and Cardiovascular Disease Prevention.,Yao Public Health Center, Yao City Office
| | - Yuji Shimizu
- Osaka Center for Cancer and Cardiovascular Disease Prevention
| | - Tetsuya Ohira
- Department of Epidemiology, Fukushima Medical University School of Medicine
| | - Tomoko Sankai
- Department of Public Health and Nursing, Faculty of Medicine, University of Tsukuba
| | - Takeo Okada
- Osaka Center for Cancer and Cardiovascular Disease Prevention
| | - Akihiko Kitamura
- Osaka Center for Cancer and Cardiovascular Disease Prevention.,Research Team for Social Participation and Community Health, Tokyo Metropolitan Institute of Gerontology
| | - Masahiko Kiyama
- Osaka Center for Cancer and Cardiovascular Disease Prevention
| | - Hiroyasu Iso
- Department of Public Health Medicine, Faculty of Medicine, and Health Services Research and Development Center, University of Tsukuba.,Public Health, Department of Social Medicine, Osaka University Graduate School of Medicine
| | | |
Collapse
|
6
|
Nakayama S, Satoh M, Metoki H, Murakami T, Asayama K, Hara A, Hirose T, Inoue R, Tsubota-Utsugi M, Kikuya M, Mori T, Hozawa A, Node K, Imai Y, Ohkubo T. N-Terminal Pro-B-Type Natriuretic Peptide Is a Predictor of Chronic Kidney Disease in an Asian General Population - The Ohasama Study. Circ Rep 2019; 2:24-32. [PMID: 33693171 PMCID: PMC7929707 DOI: 10.1253/circrep.cr-19-0044] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Background: N-terminal pro-B-type natriuretic peptide (NT-proBNP) is known to increase in heart failure patients. Given that no reports have described the association between NT-proBNP and chronic kidney disease (CKD) incidence in Asian populations, we investigated this association in the Japanese population. Methods and Results: We followed up 867 participants without CKD from the general population of Ohasama, Japan. We defined CKD as estimated glomerular filtration rate (eGFR) <60 mL/min/1.73 m2 and/or proteinuria. In accordance with previous studies, the participants were classified into 4 groups according to NT-proBNP level (<30.0, 30.0-54.9, 55.0-124.9, and ≥125.0 pg/mL). The Cox model was applied to assess adjusted hazard ratios (HR) for CKD incidence after full adjustment including baseline eGFR. Participant mean age was 59.1 years, and 587 (67.7%) were women. During the mean follow-up period of 9.7 years, 177 participants developed CKD. When the group with NT-proBNP <30.0 pg/mL was used as the reference, adjusted HR for CKD incidence in the 30.0-54.9, 55.0-124.9, and ≥125.0 pg/mL groups were 1.34 (95% CI: 0.90-2.01), 1.25 (95% CI: 0.81-1.92), and 1.83 (95% CI: 1.05-3.18), respectively. Conclusions: NT-proBNP can be significantly predictive for CKD incidence in Asian populations.
Collapse
Affiliation(s)
- Shingo Nakayama
- Department of Nephrology, Japan Self-Defense Forces Sendai Hospital Sendai Japan.,Division of Nephrology and Endocrinology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University Sendai Japan.,Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University Sendai Japan.,Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University Sendai Japan
| | - Michihiro Satoh
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University Sendai Japan
| | - Hirohito Metoki
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University Sendai Japan.,Tohoku Institute for Management of Blood Pressure Sendai Japan
| | - Takahisa Murakami
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University Sendai Japan.,Division of Aging and Geriatric Dentistry, Department of Oral Function and Morphology, Tohoku University Graduate School of Dentistry Sendai Japan
| | - Kei Asayama
- Tohoku Institute for Management of Blood Pressure Sendai Japan.,Department of Hygiene and Public Health, Teikyo University School of Medicine Tokyo Japan
| | - Azusa Hara
- Department of Social Pharmacy and Public Health, Showa Pharmaceutical University Tokyo Japan
| | - Takuo Hirose
- Division of Nephrology and Endocrinology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University Sendai Japan
| | - Ryusuke Inoue
- Medical Information Technology Center, Tohoku University Hospital Sendai Japan
| | - Megumi Tsubota-Utsugi
- Department of Hygiene and Preventive Medicine, Iwate Medical University School of Medicine Morioka Japan
| | - Masahiro Kikuya
- Department of Hygiene and Public Health, Teikyo University School of Medicine Tokyo Japan
| | - Takefumi Mori
- Division of Nephrology and Endocrinology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University Sendai Japan
| | - Atsushi Hozawa
- Department of Preventive Medicine and Epidemiology, Tohoku Medical Megabank Organization, Tohoku University Sendai Japan
| | - Koichi Node
- Department of Cardiovascular Medicine, Saga University Saga Japan
| | - Yutaka Imai
- Tohoku Institute for Management of Blood Pressure Sendai Japan
| | - Takayoshi Ohkubo
- Tohoku Institute for Management of Blood Pressure Sendai Japan.,Department of Hygiene and Public Health, Teikyo University School of Medicine Tokyo Japan
| |
Collapse
|
7
|
Gąsiorek P, Banach M, Sakowicz A, Głąbiński A, Sosnowska B, Maciejewski M, Bielecka-Dabrowa A. The potential role of inflammation in cryptogenic stroke. Adv Med Sci 2019; 64:381-387. [PMID: 31260841 DOI: 10.1016/j.advms.2019.06.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Revised: 04/11/2019] [Accepted: 06/18/2019] [Indexed: 12/21/2022]
Abstract
PURPOSE The study aimed to identify biomarkers predictive of cryptogenic stroke in patients aged <65. MATERIALS AND METHODS We investigated 520 patients with ischemic stroke. Out of them we assigned 65 patients to the cryptogenic stroke group (age 54 (47-58), 42% male) and 36 without stroke to the control group (age 53 (47-58), 61% male). In all patients we assessed carotid intima-media thickness (cIMT) and the levels of biomarkers which might be involved in the underlying biological mechanism of ischemic stroke. RESULTS There were no differences between stroke and control groups in the levels of syndecan 4, resistin, leptin, low-density lipoprotein cholesterol, triglycerides, prothrombin time, or activated partial thromboplastin time. There was no statistically significant difference in cIMT between groups. The level of high-density lipoprotein cholesterol was statistically significantly lower in the cryptogenic stroke group than in the controls (1.1 mmol/L (0.95-1.46) vs 1.37 (1.19-1.6) p = 0.02). Patients in the stroke group had higher levels of N-terminal pro-brain natriuretic peptide (NT-proBNP) (391 pg/ml (107-1249) vs 109 (46-236); p = 0.003), interleukin 6 (2.6 pg/ml (0.8-8.1) vs 0.7 (0.4-1.2) p = 0.002) and asymmetric dimethylarginine (ADMA) (0.44 μmol/L (0.39-0.55) vs 0.36 (0.32-0.4); p = 0.0002) than the control group. In the multivariate analysis Il-6 was the only biomarker statistically significant associated with the occurrence of cryptogenic stroke (odds ratio 1.918, 95% confidence interval 1.029-3.575; p = 0.04). CONCLUSIONS Endothelial dysfunction assessed by increased level of ADMA affects the inflammatory state in patients with cryptogenic stroke. Increase in the inflammatory cytokine IL-6 by 1 pg/ml almost doubles the risk of stroke.
Collapse
|