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Papadopoulou A, Litkowski EM, Graff M, Wang Z, Smit RAJ, Chittoor G, Dinsmore I, Josyula NS, Lin M, Shortt J, Zhu W, Vedantam SL, Yengo L, Wood AR, Berndt SI, Holm IA, Mentch FD, Hakonarson H, Kiryluk K, Weng C, Jarvik GP, Crosslin D, Carrell D, Kullo IJ, Dikilitas O, Hayes MG, Wei WQ, Edwards DRV, Assimes TL, Hirschhorn JN, Below JE, Gignoux CR, Justice AE, Loos RJF, Sun YV, Raghavan S, Deloukas P, North KE, Marouli E. Insights from the largest diverse ancestry sex-specific disease map for genetically predicted height. NPJ Genom Med 2025; 10:14. [PMID: 40016231 PMCID: PMC11868580 DOI: 10.1038/s41525-025-00464-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 01/20/2025] [Indexed: 03/01/2025] Open
Abstract
We performed ancestry and sex specific Phenome Wide Association Studies (PheWAS) to explore disease related outcomes associated with genetically predicted height. This is the largest PheWAS on genetically predicted height involving up to 840,000 individuals of diverse ancestry. We explored European, African, East Asian ancestries and Hispanic population groups. Increased genetically predicted height is associated with hyperpotassemia and autism in the male cross-ancestry analysis. We report male-only European ancestry associations with anxiety disorders, post-traumatic stress and substance addiction and disorders. We identify a signal with benign neoplasm of other parts of digestive system in females. We report associations with a series of disorders, several with no prior evidence of association with height, involving mental disorders and the endocrine system. Our study suggests that increased genetically predicted height is associated with higher prevalence of many clinically relevant traits which has important implications for epidemiological and clinical disease surveillance and risk stratification.
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Affiliation(s)
- A Papadopoulou
- William Harvey Research Institute, Faculty of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - E M Litkowski
- VA Eastern Colorado Health Care System, Aurora, CO, USA
- Division of Biomedical Informatics and Personalized Medicine, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - M Graff
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Z Wang
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - R A J Smit
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Clinical Epidemiology, Leiden University Medical Center Leiden, Leiden, NL, The Netherlands
- The Genetics of Obesity and Related Metabolic Traits Program, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - G Chittoor
- Department of Population Health Sciences, Geisinger, Danville, PA, USA
| | - I Dinsmore
- Department of Genomic Health, Geisinger, Danville, PA, USA
| | - N S Josyula
- Department of Population Health Sciences, Geisinger, Danville, PA, USA
| | - M Lin
- Colorado Center for Personalized Medicine, Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, USA
| | - J Shortt
- Colorado Center for Personalized Medicine, Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, USA
| | - W Zhu
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - S L Vedantam
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Division of Endocrinology and Center for Basic and Translational Obesity Research, Boston Children's Hospital, Boston, MA, USA
| | - L Yengo
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, Australia
| | - A R Wood
- Department of Biomedical Science, Centre of Membrane Interactions and Dynamics, University of Sheffield, Western Bank, Sheffield, UK
| | - S I Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Bethesda, MD, USA
| | - I A Holm
- Division of Genetics and Genomics and Manton Center for Orphan Diseases Research, Boston Children's Hospital, Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - F D Mentch
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - H Hakonarson
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - K Kiryluk
- Department of Medicine, Division of Nephrology, Vagelos College of Physicians & Surgeons, Columbia University, New York, NY, USA
| | - C Weng
- Department of Biomedical Informatics, Vagelos College of Physicians & Surgeons, Columbia University, New York, NY, USA
| | - G P Jarvik
- Department of Medicine (Medical Genetics) and Genome Sciences, University of Washington Medical Center, Seattle, WA, USA
| | - D Crosslin
- Division of Biomedical Informatics and Genomics, John W. Deming Department of Medicine, Tulane University, School of Medicine, New Orleans, LA, USA
| | - D Carrell
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - I J Kullo
- Department of Cardiovascular Medicine and the Gonda Vascular Center, Mayo Clinic, Rochester, MN, USA
| | - O Dikilitas
- Department of Cardiovascular Medicine and the Gonda Vascular Center, Mayo Clinic, Rochester, MN, USA
| | - M G Hayes
- Division of Endocrinology, Metabolism, and Molecular Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - W -Q Wei
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - D R V Edwards
- Division of Quantitative Sciences, Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - T L Assimes
- VA Palo Alto Health Care System, Palo Alto, CA, USA
| | - J N Hirschhorn
- Division of Endocrinology and Center for Basic and Translational Obesity Research, Boston Children's Hospital, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute, Boston, MA, USA
- Departments of Genetics and Pediatrics Harvard Medical School, Boston, MA, USA
| | - J E Below
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - C R Gignoux
- Colorado Center for Personalized Medicine, Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, USA
| | - A E Justice
- Department of Population Health Sciences, Geisinger, Danville, PA, USA
| | - R J F Loos
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- The Genetics of Obesity and Related Metabolic Traits Program, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Y V Sun
- Atlanta VA Health Care System, Decatur, GA, USA
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, GA, USA
| | - S Raghavan
- VA Eastern Colorado Health Care System, Aurora, CO, USA
- Division of Biomedical Informatics and Personalized Medicine, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - P Deloukas
- William Harvey Research Institute, Faculty of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - K E North
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - E Marouli
- William Harvey Research Institute, Faculty of Medicine and Dentistry, Queen Mary University of London, London, UK.
- Digital Environment Research Institute, Queen Mary University of London, London, UK.
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Arntsen SH, Wilsgaard T, Borch KB, Njolstad I, Hansen AH. Associations between body height and cardiovascular risk factors in women and men: a population-based longitudinal study based on The Tromsø Study 1979-2016. BMJ Open 2024; 14:e084109. [PMID: 39419617 PMCID: PMC11487855 DOI: 10.1136/bmjopen-2024-084109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 10/04/2024] [Indexed: 10/19/2024] Open
Abstract
OBJECTIVES Investigate associations between body height and cardiovascular disease risk factors at several time points in women and men across educational levels in Norway. DESIGN Population-based longitudinal study. SETTING The Tromsø Study, a population-based study with six surveys conducted between 1979 and 2016 in the municipality of Tromsø, Norway. PRIMARY AND SECONDARY OUTCOME MEASURES Body height, systolic blood pressure, diastolic blood pressure, serum total cholesterol, high-density lipoprotein (HDL) cholesterol, triglycerides and self-reported educational level. PARTICIPANTS 23 512 women and men (49.6% women), aged 30-49 years at first participation in The Tromsø Study. Participants who attended more than one survey contributed with repeated measurements for blood pressure and lipids.Blood pressure and lipid values were used as dependent variables in sex specific age-adjusted linear mixed models. Body height at first participation was the independent variable, while survey time point and educational level were used as covariates. RESULTS Overall effect models showed inverse associations between body height and systolic blood pressure (reg. coefficients: -0.88 (95% CI -1.1, -0.6)), diastolic blood pressure (-0.41 (95% CI -0.6, -0.3)), serum total cholesterol (-0.12 (95% CI -0.1, -0.1)) and triglycerides (-0.06 (95% CI -0.1, -0.0)) in women. Inverse associations between body height and lipid variables were also observed in men (serum total cholesterol: -0.12 (95% CI -0.1, -0.1) triglycerides -0.05 (95% CI -0.1, -0.0)). Regression coefficients for associations between body height and cardiovascular risk factors varied across surveys. Overall, there were no associations between body height and cardiovascular risk factors based on educational level and survey. CONCLUSION The overall effect models support previous findings of inverse associations between body height and cardiovascular risk factors in women, and inverse associations between body height and lipids in men. Our study showed varied degrees of associations between body height and cardiovascular risk factors at different time points in Norway.
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Affiliation(s)
| | - Tom Wilsgaard
- Department of Community Medicine, UiT The Arctic University of Norway, Tromso, Norway
| | | | - Inger Njolstad
- Department of Community Medicine, UiT The Arctic University of Norway, Tromso, Norway
| | - Anne Helen Hansen
- Department of Community Medicine, UiT The Arctic University of Norway, Tromso, Norway
- University Hospital of North Norway, Tromso, Norway
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Cho HW, Jin HS, Eom YB. Genetic variants of FGFR family associated with height, hypertension, and osteoporosis. Ann Hum Biol 2023:1-26. [PMID: 36876654 DOI: 10.1080/03014460.2023.2187457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2023]
Abstract
BACKGROUND Hypertension and osteoporosis are the most common types of health problems. A recent study suggested that the fibroblast growth factor receptor-like protein 1 (FGFRL1) gene in giraffes is the most promising candidate gene that may have direct effects on both the skeleton and the cardiovascular system. AIM Our study purposed to replicate the finding that the FGFR5 gene is related to giraffe-related characteristics (height, hypertension, and osteoporosis), and to assess the associations between genetic variants of the FGFR family and three phenotypes. SUBJECTS AND METHODS An association study was performed to confirm the connections between hypertension, osteoporosis, and height and the FGFR family proteins (FGFR1 to FGFR5). RESULTS We identified a total of 192 genetic variants in the FGFR family and found six SNVs in the FGFR2, FGFR3, and FGFR4 genes that were associated with two phenotypes simultaneously. Also, the FGFR family was found to be involved in calcium signalling, and three genetic variants of the FGFR3 gene showed significant signals in the pituitary and hypothalamus. CONCLUSION Taken together, these findings suggest that FGFR genes are associated with hypertension, height, and osteoporosis. In particular, the present study highlights the FGFR3 gene, which influences two fundamental regulators of bone remodelling.
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Affiliation(s)
- Hye-Won Cho
- Department of Medical Sciences, Graduate School, Soonchunhyang University, Asan, Chungnam 31538, Republic of Korea
| | - Hyun-Seok Jin
- Department of Biomedical Laboratory Science, College of Life and Health Sciences, Hoseo University, Asan, Chungnam 31499, Republic of Korea
| | - Yong-Bin Eom
- Department of Medical Sciences, Graduate School, Soonchunhyang University, Asan, Chungnam 31538, Republic of Korea.,Department of Biomedical Laboratory Science, College of Medical Sciences, Soonchunhyang University, Asan, Chungnam 31538, Republic of Korea
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Muacevic A, Adler JR, Jacobs M, Miller D, Diah J, Desroches BR, Shields JM. Association of Height and Prevalence of Kidney Stones. Cureus 2022; 14:e32919. [PMID: 36699765 PMCID: PMC9872204 DOI: 10.7759/cureus.32919] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/25/2022] [Indexed: 12/26/2022] Open
Abstract
Introduction and objectives Nephrolithiasis is universally understood to be a multifactorial disease resulting from genetic and environmental factors including gender, diet, calcium, and uric acid excretion. Notably, several of these factors may be related to body habitus. Because men are more likely to develop kidney stones and on average have a larger body size, height may be an important risk factor for stone formation. Several studies have demonstrated that short adult stature is associated with numerous conditions such as hypertension, hypercholesterolemia, and cardiovascular diseases. However, other studies have demonstrated otherwise. Additionally, stones have been shown to be correlated with a high body mass index (BMI). This is likely due to dietary factors. Although height is a component of BMI, there is minimal literature regarding the relationship of height to stone prevalence adjusting for weight. Methods We aimed to examine whether short adult height is associated with the development of kidney stones using a population-based cohort of the National Center for Health Statistics. Data was gathered from National Health and Nutrition Examination Surveys (NHANES) "Kidney Conditions - Urology" and "Weight History" questionnaire datasets from March 2017 to March 2020 along with demographic data. Logistic regression analysis was used to determine an association between current self-reported height (inches) and if the participant has ever had kidney stones, controlling for weight, gender, age, race, educational level, and marital status. Results We found that those who were shorter had higher odds of reporting a history of stones (OR: 1.017; 95%CI: 1.005-1.028). This association was found after controlling for covariates such as age, gender, race, education, and weight. In addition, the male gender and Hispanic race had higher odds of reporting a history of stones (OR: 1.43 and 1.073, respectively). Conclusion Our results suggest that short height is related to the prevalence of kidney stones independent of weight, age, gender, and race. This supports previous literature indicating height to be a component of renal disease.
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Kim HL, Lee Y, Lee JH, Shin JH, Shin J, Sung KC. Lack of the association between height and cardiovascular prognosis in hypertensive men and women: analysis of national real-world database. Sci Rep 2022; 12:18953. [PMID: 36347912 PMCID: PMC9643395 DOI: 10.1038/s41598-022-22780-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 10/19/2022] [Indexed: 11/10/2022] Open
Abstract
Data on the association between height and cardiovascular risk are still conflicting. Moreover, no reports are showing this issue in hypertensive patients. This study was performed to investigate whether height affects cardiovascular prognosis in hypertensive patients using nation-wide real-world data. Using the Korean National Health Insurance Service database, we analyzed 461,492 Korean hypertensive patients without any prior history of cardiovascular disease between January 2002 and December 2017. The incidence of a composite of cardiovascular death, myocardial infarction, and stroke was assessed according to height quintiles. In univariable comparisons, the taller the patients, the younger the age and the higher the proportion of men. In multivariable cox regression analyses, height was not associated with the occurrence of cardiovascular events. Although the risk of clinical events increased in some height quintiles compared to the first height quintile, there was no tendency to increase the risk according to the increase in the height quintile. These results were similar even when men and women were analyzed separately. In the same quintile group of height, there were no significant differences in clinical outcomes between sexes. In Korean hypertensive patients, there was no association between height and the occurrence of cardiovascular events. This result did not differ by sex. The clinical use of height for CVD prediction seems to be still tricky in hypertensive patients.
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Affiliation(s)
- Hack-Lyoung Kim
- grid.412479.dDivision of Cardiology, Department of Internal Medicine, Boramae Medical Center, Seoul National University College of Medicine, Seoul, South Korea
| | - Yonggu Lee
- grid.412145.70000 0004 0647 3212Division of Cardiology, Department of Internal Medicine, Hanyang University Guri Hospital, Gyeonggi-Do, South Korea
| | - Jun Hyeok Lee
- grid.15444.300000 0004 0470 5454Center of Biomedical Data Science, Wonju College of Medicine, Yonsei University, Wonju, South Korea
| | - Jeong-Hun Shin
- grid.412145.70000 0004 0647 3212Division of Cardiology, Department of Internal Medicine, Hanyang University Guri Hospital, Gyeonggi-Do, South Korea
| | - Jinho Shin
- grid.49606.3d0000 0001 1364 9317Division of Cardiology, Department of Internal Medicine, Hanyang University College of Medicine, 222 Wangsimni-Ro Sungdong-Gu, Seoul, 04763 South Korea
| | - Ki-Chul Sung
- grid.264381.a0000 0001 2181 989XDivision of Cardiology, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, 29 Saemunan-Ro, Jongno-Gu, Seoul, 03181 South Korea
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Ekblad MO, Gissler M, Korhonen PE. New theory about the pathophysiology of preeclampsia derived from the paradox of positive effects of maternal smoking. J Hypertens 2022; 40:1223-1230. [PMID: 35703884 DOI: 10.1097/hjh.0000000000003142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE The aim of this study was to evaluate if maternal height affects the link between the inverse association on smoking during pregnancy and preeclampsia. STUDY DESIGN The study population consisted of all women with singleton pregnancies (n = 803 698) in Finland during the years 2004-2018, excluding women with unknown smoking and diagnosis of prepregnancy chronic hypertension. Information on smoking and background factors were derived from the Finnish Medical Birth Register. Smoking was categorized in three classes: no, quitted in the first trimester and continued throughout the pregnancy. Information on preeclampsia was derived from the Finnish Hospital Discharge Register and the Finnish Medical Birth Register. Multiple logistic regression models were used to estimate first the association between smoking and preeclampsia, and finally whether maternal height modified the association. RESULTS In the standard comparison, we found evidence of an association between preeclampsia and continued smoking [adjusted odds ratio = 0.74, 95% confidence interval (95% CI) = 0.67-0.81], but no association was found between quitted smoking and preeclampsia. Thus, the interaction of continued smoking and maternal height by z-scores was estimated. Among taller mothers, continued smoking was associated with a higher risk for preeclampsia than in smoking mothers with average height (β = 0.33, SE = 0.14, P = 0.02). CONCLUSION Our results partly challenge the smoking-preeclampsia paradox: smoking seems not to protect tall mothers against preeclampsia. We speculate the findings through a new theory about the pathophysiology of preeclampsia. It seems that tall pregnant smokers must raise their blood pressure aggressively to ensure perfusion in the dysfunctional placenta.
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Affiliation(s)
- Mikael O Ekblad
- Department of General Practice, Institute of Clinical Medicine, University of Turku and Turku University Hospital, Turku
| | - Mika Gissler
- THL Finnish Institute for Health and Welfare, Information Services Department, Helsinki.,Research Centre for Child Psychiatry, University of Turku, Turku, Finland.,Karolinska Institute, Department of Molecular Medicine and Surgery.,Region Stockholm, Academic Primary Healthcare Centre, Stockholm, Sweden
| | - Päivi E Korhonen
- Department of General Practice, Institute of Clinical Medicine, University of Turku and Turku University Hospital, Turku
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Perez-Sastre MA, Ortiz-Hernandez L. Changes in blood pressure according to stature in Mexican adults. Rev Saude Publica 2021; 55:87. [PMID: 34878088 PMCID: PMC8647983 DOI: 10.11606/s1518-8787.20210550032531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 12/09/2020] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE: To determine the possible existence of differences in blood pressure change over time according to stature in Mexican adults. METHODS: We analyzed the National Household Living Standards Survey databases following household members between 2005 and 2009. We selected participants who were between 20 and 40 years old (n = 7,130). We estimated multilevel models with random intercept to analyze differences in blood pressure changes according to stature. We adjusted the models for age, locality size, geographic region, per capita family income, waist-to-height ratio, physical activity, alcohol consumption, smoking, and use of antihypertensive drugs. RESULTS: In both sexes, baseline blood pressure tended to be lower as stature decreased. The differences were maintained in both the crude and adjusted models. In men, the increases in systolic pressure over time tended to be higher as stature increased. CONCLUSIONS: Contrary to what studies observed in high-income countries, in Mexico blood pressure was positively associated with stature.
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Affiliation(s)
- Miguel A Perez-Sastre
- Universidad Nacional Autónoma de México. Programa de Maestría y Doctorado en Ciencias Médicas y Odontológicas y de la Salud. Ciudad de México, México
| | - Luis Ortiz-Hernandez
- Universidad Autónoma Metropolitana unidad Xochimilco. Departamento de Atención a la Salud. Ciudad de México, México
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Pradhan A, Scaringi J, Gerard P, Arena R, Myers J, Kaminsky LA, Kung E. Systematic Review and Regression Modeling of the Effects of Age, Body Size, and Exercise on Cardiovascular Parameters in Healthy Adults. Cardiovasc Eng Technol 2021; 13:343-361. [PMID: 34668143 DOI: 10.1007/s13239-021-00582-3] [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] [Received: 12/28/2020] [Accepted: 09/24/2021] [Indexed: 11/25/2022]
Abstract
PURPOSE Blood pressure, cardiac output, and ventricular volumes correlate to various subject features such as age, body size, and exercise intensity. The purpose of this study is to quantify this correlation through regression modeling. METHODS We conducted a systematic review to compile reference data of healthy subjects for several cardiovascular parameters and subject features. Regression algorithms used these aggregate data to formulate predictive models for the outputs-systolic and diastolic blood pressure, ventricular volumes, cardiac output, and heart rate-against the features-age, height, weight, and exercise intensity. A simulation-based procedure generated data of virtual subjects to test whether these regression models built using aggregate data can perform well for subject-level predictions and to provide an estimate for the expected error. The blood pressure and heart rate models were also validated using real-world subject-level data. RESULTS The direction of trends between model outputs and the input subject features in our study agree with those in current literature. CONCLUSION Although other studies observe exponential predictor-output relations, the linear regression algorithms performed the best for the data in this study. The use of subject-level data and more predictors may provide regression models with higher fidelity. SIGNIFICANCE Models developed in this study can be useful to clinicians for personalized patient assessment and to researchers for tuning computational models.
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Affiliation(s)
- Aseem Pradhan
- Department of Mechanical Engineering, Clemson University, Clemson, SC, USA
| | - John Scaringi
- Department of Bioengineering, Clemson University, Clemson, SC, USA
| | - Patrick Gerard
- School of Mathematical and Statistical Sciences, Clemson University, Clemson, SC, USA
| | - Ross Arena
- Department of Physical Therapy, College of Applied Science, University of Illinois at Chicago, Chicago, IL, USA
| | - Jonathan Myers
- Division of Cardiology, VA Palo Alto Healthcare System, Palo Alto, CA, USA
| | - Leonard A Kaminsky
- Fisher Institute of Health and Well-Being and Clinical Exercise Physiology Laboratory, Ball State University, Muncie, IN, USA
| | - Ethan Kung
- Department of Mechanical Engineering, Clemson University, Clemson, SC, USA.
- Department of Bioengineering, Clemson University, Clemson, SC, USA.
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Korhonen PE, Mikkola T, Kautiainen H, Eriksson JG. Both lean and fat body mass associate with blood pressure. Eur J Intern Med 2021; 91:40-44. [PMID: 33994250 DOI: 10.1016/j.ejim.2021.04.025] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 04/09/2021] [Accepted: 04/23/2021] [Indexed: 12/30/2022]
Abstract
High body mass index (BMI) is known to be associated with elevated blood pressure (BP). The present study aims to determine the relative importance of the two components of BMI, fat mass and lean body mass index, on BP levels. We assessed body composition with bioimpedance and performed 24 hour ambulatory BP measurements in 534 individuals (mean age 61 ± 3 years) who had no cardiovascular medication. Fat mass index and lean mass index were calculated analogously to BMI as fat mass or lean body mass (kg) divided by the square of height (m2). Both fat mass index and lean mass index showed a positive, small to moderate relationship with all 24 hour BP components independently of age, sex, smoking, and leisure-time physical activity. There were no interaction effects between fat mass index and lean mass index on the mean BP levels. Adult lean body mass is a significant determinant of BP levels with an equal, albeit small to moderate magnitude as fat mass. Relatively high amount of muscle mass may not be beneficial to cardiovascular health.
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Affiliation(s)
- Päivi E Korhonen
- Department of General Practice, Turku University and Turku University Hospital, Turku, Finland.
| | - Tuija Mikkola
- Folkhälsan Research Center, Helsinki, Finland; Clinicum, Faculty of Medicine, University of Helsinki, Finland
| | - Hannu Kautiainen
- Folkhälsan Research Center, Helsinki, Finland; Unit of Primary Health Care, Kuopio University Hospital, Kuopio, Finland
| | - Johan G Eriksson
- Folkhälsan Research Center, Helsinki, Finland; Department of General Practice and Primary Health Care, University of Helsinki, Helsinki, Finland; Singapore Institute for Clinical Sciences, Agency for Science, Technology, and Research, Singapore; Department of Obstetrics & Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
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10
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Zhao Q, Zhang M, Chu Y, Sun H, Ban B. Association between insulin-like growth factor-1 and systolic blood pressure in children and adolescents with short stature. J Clin Hypertens (Greenwich) 2021; 23:1112-1119. [PMID: 33794039 PMCID: PMC8678828 DOI: 10.1111/jch.14249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 03/06/2021] [Indexed: 11/27/2022]
Abstract
The relationship between insulin‐like growth factor‐1 (IGF‐1) and systolic blood pressure (SBP) is controversial in adults and children. The purpose of this study was to investigate the relationship between the IGF‐1 standard deviation score (IGF‐1 SDS) and SBP in children with short stature. A cross‐sectional analysis including 1315 children with short stature was conducted from March 2013 to October 2020. We estimated IGF‐1, blood pressure and other laboratory tests, and anthropometric indicators were also evaluated. Subgroup analyses of the pubertal stage, sex, growth hormone levels, thyroid hormone levels, fasting blood glucose levels, and triglyceride levels were performed. A positive association between the IGF‐1 SDS and SBP was observed by univariate analysis (p < .001). We further found a nonlinear association between the IGF‐1 SDS and SBP. The inflection point for the curve was found at an IGF‐1 SDS level of −2.91. In multivariate piecewise linear regression, there was a positive association between the IGF‐1 SDS and SBP when the IGF‐1 SDS was greater than −2.91 (β 1.56, 95% CI: 0.91, 2.22; p < .001). However, we did not observe a significant relationship between the IGF‐1 SDS and SBP when the IGF‐1 SDS level was less than −2.91 (β −0.95, 95% CI −3.17, 1.28; p = .379). This association was consistent across subgroup analyses. The present study demonstrated that there is a nonlinear relationship between the IGF‐1 SDS and SBP in children with short stature. Increased serum IGF‐1 levels were associated with elevated SBP when the IGF‐1 levels reached the inflection point.
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Affiliation(s)
- Qianqian Zhao
- Department of Endocrinology, Qingdao University, Qingdao, China
| | - Mei Zhang
- Department of Endocrinology, Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, China.,Chinese Research Center for Behavior Medicine in Growth and Development, Jining, China
| | - Yuntian Chu
- School of Health Management and Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Hailing Sun
- Department of Endocrinology, Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, China.,Chinese Research Center for Behavior Medicine in Growth and Development, Jining, China
| | - Bo Ban
- Department of Endocrinology, Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, China.,Chinese Research Center for Behavior Medicine in Growth and Development, Jining, China
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11
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Cochran JM, Siebert VR, Bates J, Butulija D, Kolpakchi A, Kadiyala H, Taylor A, Jneid H. The Relationship between Adult Height and Blood Pressure. Cardiology 2021; 146:345-350. [PMID: 33721862 DOI: 10.1159/000514205] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 12/17/2020] [Indexed: 11/19/2022]
Abstract
BACKGROUND Identification and modification of cardiovascular risk factors is paramount to reducing cardiovascular disease morbidity and mortality. Hypertension is a major risk factor for cardiovascular disease, but its association with height remains largely underrecognized. OBJECTIVES The objective of this manuscript is to review the evidence examining the association between blood pressure and human stature and to summarize the plausible pathophysiological mechanisms behind such an association. METHODS A systematic review of adult human height and its association with hypertension and coronary artery disease was undertaken. The literature evidence is summarized and tabulated, and an overview of the pathophysiological basis for this association is presented. RESULTS Shorter arterial lengths found in shorter individuals may predispose to hypertension in a complex hemodynamic interplay, which is explained predominantly by summated arterial wave reflections and an elevated augmentation index. Our systemic review suggests that an inverse relationship between adult height and blood pressure exists. However, differences in the studied populations and heterogeneity in the methods applied across the various studies limit the generalizability of these findings and their clinical application. CONCLUSION Physiological studies and epidemiological data suggest a potential inverse association between adult height and blood pressure. Further research is required to define the relationship more clearly between adult height and blood pressure and to assess whether antihypertensive therapeutic approaches and goals should be modified according to patients' heights.
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Affiliation(s)
- John Michael Cochran
- Department of Internal Medicine, Baylor College of Medicine and the Michael E DeBakey VA Medical Center, Houston, Texas, USA.,Department of Cardiology, Baylor University Medical Center, Dallas, Texas, USA
| | - Vincent R Siebert
- Department of Internal Medicine, Baylor College of Medicine and the Michael E DeBakey VA Medical Center, Houston, Texas, USA.,Department of Cardiology, Loyola University Medical Center, Chicago, Illinois, USA
| | - Jeffrey Bates
- Department of Internal Medicine, Baylor College of Medicine and the Michael E DeBakey VA Medical Center, Houston, Texas, USA
| | - Djenita Butulija
- Department of Internal Medicine, Baylor College of Medicine and the Michael E DeBakey VA Medical Center, Houston, Texas, USA
| | - Anna Kolpakchi
- Department of Internal Medicine, Baylor College of Medicine and the Michael E DeBakey VA Medical Center, Houston, Texas, USA
| | - Himabindu Kadiyala
- Department of Internal Medicine, Baylor College of Medicine and the Michael E DeBakey VA Medical Center, Houston, Texas, USA
| | - Addison Taylor
- Department of Internal Medicine, Baylor College of Medicine and the Michael E DeBakey VA Medical Center, Houston, Texas, USA
| | - Hani Jneid
- Section of Cardiology, Baylor College of Medicine and the Michael E DeBakey VA Medical Center, Houston, Texas, USA,
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12
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Islam MT, Siraj MS, Hassan MZ, Nayem M, Chandra Nag D, Islam MA, Islam R, Mazumder T, Choudhury SR, Siddiquee AT. Influence of height on blood pressure and hypertension among Bangladeshi adults. INTERNATIONAL JOURNAL CARDIOLOGY HYPERTENSION 2021; 5:100028. [PMID: 33447757 PMCID: PMC7803027 DOI: 10.1016/j.ijchy.2020.100028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 03/16/2020] [Accepted: 04/07/2020] [Indexed: 12/30/2022]
Abstract
Background Recent studies have reported that height is inversely associated with blood pressure and hypertension. However, there is lack of comprehensive findings from Bangladesh in this regard. Objective The purpose of this study was to explore the association between height and blood pressure in a Bangladeshi population. Setting Rural and urban sites from seven divisions of Bangladesh. Participants Participants were 7932 males and females (aged ≥35 years) evaluated in the 2011 Bangladesh Demographic Health Survey. Participants (n = 7647) who had complete height, weight, systolic and diastolic blood pressure (SBP and DBP) measurements and non-missing medication history, were included in the analysis. Methods Hypertension was defined as an SBP over 140 mmHg or/and a DBP over 90 mmHg, or current use of antihypertensive medication. Difference between SBP and DBP was calculated to get pulse pressure (PP). Multivariate linear and logistic regression models were used. Results PP decreased linearly with increasing height among males (−0.11, P < 0.05) and females (−0.19, P < 0.05) after adjusting for age, BMI, living region, type of occupation, wealth index, and highest level of education. SBP decreased linearly with increasing height among only females (−0.14, P < 0.05), after adjusting for age, BMI, living region, type of occupation, wealth index, and highest level of education. No association was found between quartiles of height and prevalence of hypertension. Conclusions Height was found to be inversely associated with pulse pressure in both sexes. Studies with longitudinal design are needed to investigate the association between shortness with blood pressure and hypertension.
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Affiliation(s)
| | | | | | | | | | | | | | - Tapas Mazumder
- International Centre for Diarrheal Disease Research, Bangladesh
| | | | - Ali Tanweer Siddiquee
- International Centre for Diarrheal Disease Research, Bangladesh.,Shiga University of Medical Science, Otsu, Japan
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13
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Siri SRA, Eliassen BM, Broderstad AR, Melhus M, Michalsen VL, Jacobsen BK, Burchill LJ, Braaten T. Coronary heart disease and stroke in the Sami and non-Sami populations in rural Northern and Mid Norway-the SAMINOR Study. Open Heart 2020; 7:openhrt-2019-001213. [PMID: 32404487 PMCID: PMC7228651 DOI: 10.1136/openhrt-2019-001213] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Revised: 02/27/2020] [Accepted: 03/26/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Previous studies have suggested that Sami have a similar risk of myocardial infarction and a higher risk of stroke compared with non-Sami living in the same geographical area. DESIGN Participants in the SAMINOR 1 Survey (2003-2004) aged 30 and 36-79 years were followed to the 31 December 2016 for observation of fatal or non-fatal events of acute myocardial infarction (AMI), coronary heart disease (CHD), ischaemic stroke (IS), stroke and a composite endpoint (fatal or non-fatal AMI or stroke). AIM Compare the risk of AMI, CHD, IS, stroke and the composite endpoint in Sami and non-Sami populations, and identify intermediate factors if ethnic differences in risks are observed. METHODS Cox regression models. RESULTS The sex-adjusted and age-adjusted risks of AMI (HR for Sami versus non-Sami 0.99, 95% CI: 0.83 to 1.17), CHD (HR 1.03, 95% CI: 0.93 to 1.15) and of the composite endpoint (HR 1.09, 95% CI: 0.95 to 1.24) were similar in Sami and non-Sami populations. Sami ethnicity was, however, associated with increased risk of IS (HR 1.36, 95% CI: 1.10 to 1.68) and stroke (HR 1.31, 95% CI: 1.08 to 1.58). Height explained more of the excess risk observed in Sami than conventional risk factors. CONCLUSIONS The risk of IS and stroke were higher in Sami and height was identified as an important intermediate factor as it explained a considerable proportion of the ethnic differences in IS and stroke. The risk of AMI, CHD and the composite endpoint was similar in Sami and non-Sami populations.
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Affiliation(s)
- Susanna R A Siri
- Department of Community Medicine, Centre for Sami Health Research, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromso, Norway
| | - Bent M Eliassen
- Faculty of Nursing and Health Sciences, Nord University, Bodo, Nordland, Norway
| | - Ann R Broderstad
- Department of Community Medicine, Centre for Sami Health Research, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromso, Norway.,Department of Medicine, University Hospital of North Norway, Harstad, Troms, Norway
| | - Marita Melhus
- Department of Community Medicine, Centre for Sami Health Research, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromso, Norway
| | - Vilde L Michalsen
- Department of Community Medicine, Centre for Sami Health Research, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromso, Norway
| | - Bjarne K Jacobsen
- Department of Community Medicine, Centre for Sami Health Research, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromso, Norway
| | - Luke J Burchill
- Department of Medicine, Royal Melbourne Hospital, The University of Melbourne, Melbourne, Victoria, Australia
| | - Tonje Braaten
- Department of Community Medicine, Centre for Sami Health Research, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromso, Norway
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14
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Kroker-Lobos MF, Ford ND, Gonzalez-Casanova I, Martorell R, Ramirez-Zea M, Stein AD. Improved nutrition in early life and pulse wave velocity and augmentation index in mid-adulthood: Follow-up of the INCAP Nutrition Supplementation Trial Longitudinal Study. PLoS One 2020; 15:e0239921. [PMID: 33108379 PMCID: PMC7591084 DOI: 10.1371/journal.pone.0239921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Accepted: 09/15/2020] [Indexed: 11/25/2022] Open
Abstract
Nutrition in pregnancy and early childhood affects later blood pressure and precursors of atherosclerosis, but its influence on arterial stiffness is unexplored. This study determines whether exposure to improved nutrition during early life influences Augmentation index (AI) and pulse wave velocity (PWV) in mid-adulthood. We included 1221 adults (37-54y) who participated in a cluster-randomized nutritional supplementation trial of a protein-energy beverage (Atole), conducted between 1969–1977 in Guatemala. The comparison group received Fresco, a low-calorie protein-free beverage. In 2015–17, we measured anthropometry (weight, height, and waist-to-height ratio); AI and PWV (using carotid—femoral tonometry); blood pressure; fasting plasma glucose and serum lipids; and sociodemographic characteristics. Based on patterns of exposure, we characterized participants as fully, partially or unexposed to the intervention from conception to their second birthday (the ‘first 1000 days’). We fit pooled and sex-specific models using intention-to-treat, difference-in-difference regression analysis to test whether exposure to the supplement in the first 1000 days was associated with AI and PWV in adulthood adjusting for basal and current sociodemographic variables and current life-style and cardio-metabolic risk factors. Prevalence of obesity in men and women was 39.6% and 19.6%, and prevalence of hypertension was 44.0% and 36.0%, respectively. Women had higher AI (34.4±9.6%) compared to men (23.0± 9.8%), but had similar PWV (7.60±1.13 m/s and 7.60±1.31, respectively). AI did not differ significantly across intervention groups. PWV was lower in individuals with full exposure to the supplement during the first 1000 days (-0.39m/s, 95% CI -0.87, 0.09; p = 0.1) compared to unexposed individuals. This difference was similar after adjusting for cardio-metabolic risk factors (-0.45m/s; 95%C-0.93, 0.01; p = 0.06). Exposure to improved nutrition during the first 1000 days was marginally associated with lower PWV, but not with AI.
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Affiliation(s)
- Maria F. Kroker-Lobos
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Nicole D. Ford
- Hubert Department of Global Health, Rollins School of Public Health Emory University, Atlanta, Georgia, United States of America
| | - Ines Gonzalez-Casanova
- Hubert Department of Global Health, Rollins School of Public Health Emory University, Atlanta, Georgia, United States of America
| | - Reynaldo Martorell
- Hubert Department of Global Health, Rollins School of Public Health Emory University, Atlanta, Georgia, United States of America
| | - Manuel Ramirez-Zea
- INCAP Research Center for the Prevention of Chronic Diseases, Institute of Nutrition of Central America and Panama, Guatemala City, Guatemala
| | - Aryeh D. Stein
- Hubert Department of Global Health, Rollins School of Public Health Emory University, Atlanta, Georgia, United States of America
- * E-mail:
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15
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Hong YA, Han KD, Yun JS, Sil ES, Ko SH, Chung S. Short adult height increases the risk of end-stage renal disease in type 2 diabetes. Endocr Connect 2020; 9:912-921. [PMID: 33069158 PMCID: PMC7583136 DOI: 10.1530/ec-20-0319] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 09/02/2020] [Indexed: 12/05/2022]
Abstract
OBJECTIVE Although short adult height has been associated with an increasing variety of diseases and all-cause death, no reliable data exist on the association between adult height and end-stage renal disease (ESRD) in diabetic patients. We investigated the relationship between short adult height, development of ESRD, and mortality in type 2 diabetes mellitus (DM). METHODS This nationwide population-based cohort study analyzed clinical data from a total of 2,621,907 subjects aged ≥30 years with type 2 DM between January 1, 2009 and December 31, 2012, using the National Health Insurance Database in Korea. RESULTS During a 6.9-year follow-up period, 220,457 subjects (8.4%) died, and 28,704 subjects (1.1%) started dialysis. Short adult height significantly increased the incidence of ESRD and all-cause mortality in the overall cohort analysis. In multivariable Cox models, hazard ratios (HR) for the development of ESRD comparing the highest and lowest quartiles of adult height were 0.86 (95% CI 0.83-0.89). All-cause mortality also decreased with the highest height compared to patients with the lowest height, after fully adjusting for confounding variables (HR 0.79, 95% CI 0.78-0.81). Adult height had an inverse relationship to newly diagnosed ESRD (male: HR 0.86, 95% CI 0.83-0.90, female: HR 0.84, 95% CI 0.79-0.90) and all-cause mortality (male: HR 0.81, 95% CI 0.79-0.82, female: HR 0.80, 95% CI 0.78-0.82). CONCLUSIONS Short adult height is strongly associated with the increased risk of ESRD development and all-cause mortality in type 2 DM.
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Affiliation(s)
- Yu Ah Hong
- Division of Nephrology, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Kyung-Do Han
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Republic of Korea
| | - Jae-Seung Yun
- Division of Endocrinology and Metabolism, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Eun Sil Sil
- Division of Nephrology, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Seung-Hyun Ko
- Division of Endocrinology and Metabolism, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- Correspondence should be addressed to S-H Ko or S Chung: or
| | - Sungjin Chung
- Division of Nephrology, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- Correspondence should be addressed to S-H Ko or S Chung: or
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16
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Arena SK, Ellis E, Maas C, Pieters A, Quinnan A, Schlagel R, Hew-Butler T. Orthostatic Hypotension and Urine Specific Gravity Among Collegiate Athletes. Cureus 2020; 12:e8792. [PMID: 32724741 PMCID: PMC7381880 DOI: 10.7759/cureus.8792] [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] [Received: 06/02/2020] [Accepted: 06/24/2020] [Indexed: 11/12/2022] Open
Abstract
Introduction The purpose of this study is to describe orthostatic blood pressure (BP) and urine specific gravity (USG) among collegiate athletes and then to examine if correlations between these variables could support use of orthostatic hypotension (OH) measures to screen for dehydration. Methods A prospective observational study was performed using a sample of convenience of collegiate athletes. Athlete's sex and sport were recorded in addition to height, weight, seated and standing BP and USG measured at a pre- and post-season encounter. An OH response was defined as either the systolic BP decreasing ≥ 15 mmHg or the diastolic BP decreasing ≥ 7 mmHg when transitioning from sit to stand. The USG was considered positive for dehydration if >1.020. Descriptive statistics, pairwise t-tests, and the Spearman version of the correlation coefficient were used with statistical significance set at p < 0.05. Results Eighty athletes met inclusion criteria. Six athletes had an OH response during pre-season and three during post-season. Increased frequencies of athletes testing positive for dehydration were identified during the post-season compared to pre-season measures. No significant association was identified between OH and elevated USG. A secondary analysis identified significant associations between athletes with increased height and OH responses and correlations between higher BP and USG. Conclusion This study identified collegiate athletes with pre- and post-season OH as well as athletes with USG measures meeting the threshold for dehydration. While no correlation between OH and USG was identified, findings suggest screening of both BP and hydration status among collegiate athletes may be warranted.
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Affiliation(s)
- Sara K Arena
- Physical Therapy, Oakland University, Rochester, USA
| | - Emily Ellis
- Physical Therapy, Oakland University, Rochester, USA
| | - Carly Maas
- Physical Therapy, Oakland University, Rochester, USA
| | - Alex Pieters
- Physical Therapy, Oakland University, Rochester, USA
| | - Amy Quinnan
- Physical Therapy, Oakland University, Rochester, USA
| | | | - Tamara Hew-Butler
- College of Education, Exercise and Sport Science, Wayne State University, Detroit, USA
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17
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Kou S, Zhang M, Ji B, Zhao Q, Li Y, Pan H, Ban B, Li P. Association between systolic blood pressure and uric acid in Chinese children and adolescents with idiopathic short stature: a cross-sectional study. J Hum Hypertens 2020; 35:472-478. [PMID: 32518302 PMCID: PMC8134047 DOI: 10.1038/s41371-020-0362-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 05/22/2020] [Accepted: 05/29/2020] [Indexed: 01/21/2023]
Abstract
The purpose of this study was to investigate the relationship between systolic blood pressure (SBP) and uric acid (UA) in patients with idiopathic short stature (ISS). The present study was a cross-sectional study. A total of 210 Chinese children and adolescents with ISS were included, and their anthropometrics and biochemical parameters were measured. Growth hormone peak levels were assessed after provocation tests with L-dopa and insulin. The univariate analysis results showed a significant positive association between UA and SBP levels (P < 0.001). Furthermore, a non-linear relationship was detected between UA and SBP. In multivariate piecewise linear regression, the inflection point of UA was 4.13 mg/dl (95% CI 3.28, 6.65; P = 0.03), the levels of SBP increased with the increase in UA when the UA level was >4.13 mg/dl (β 2.63, 95% CI: 0.94, 4.31; P = 0.002). However, we did not observe a significant relationship between UA and SBP when the UA level was <4.13 mg/dl (β −2.72, 95% CI −6.89, 1.45; P = 0.202). Our study found a nonlinear relationship between UA and SBP in Chinese children and adolescents with ISS and showed that SBP levels were associated positively with the rise of UA levels when the UA levels reached the inflection point.
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Affiliation(s)
- Shuang Kou
- Department of Clinical Medicine, Jining Medical University, 16 Hehua Road, Beihu New District, Jining, 272067, Shandong, China
| | - Mei Zhang
- Department of Endocrinology, Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, 272029, Shandong, China.,Chinese Research Center for Behavior Medicine in Growth and Development, Jining, 272029, Shandong, China
| | - Baolan Ji
- Department of Endocrinology, Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, 272029, Shandong, China.,Chinese Research Center for Behavior Medicine in Growth and Development, Jining, 272029, Shandong, China
| | - Qianqian Zhao
- Department of Endocrinology, Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, 272029, Shandong, China.,Chinese Research Center for Behavior Medicine in Growth and Development, Jining, 272029, Shandong, China
| | - Yanying Li
- Department of Endocrinology, Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, 272029, Shandong, China.,Chinese Research Center for Behavior Medicine in Growth and Development, Jining, 272029, Shandong, China
| | - Hui Pan
- Chinese Research Center for Behavior Medicine in Growth and Development, Jining, 272029, Shandong, China.,Key Laboratory of Endocrinology of National Health and Family Planning Commission, Department of Endocrinology, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, 100730, China
| | - Bo Ban
- Department of Endocrinology, Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, 272029, Shandong, China. .,Chinese Research Center for Behavior Medicine in Growth and Development, Jining, 272029, Shandong, China.
| | - Ping Li
- Department of Endocrinology, Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, 272029, Shandong, China. .,Chinese Research Center for Behavior Medicine in Growth and Development, Jining, 272029, Shandong, China.
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18
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Korhonen PE, Palmu S, Kautiainen H, Eriksson JG. Blood pressure load per body surface area is higher in women than in men. J Hum Hypertens 2020; 35:371-377. [PMID: 32366928 DOI: 10.1038/s41371-020-0339-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2019] [Accepted: 04/02/2020] [Indexed: 11/09/2022]
Abstract
Many unexplained sex differences have been observed in blood pressure (BP) related morbidity. However, there has been little research about the most obvious difference between men and women-body size. Given that blood vessels are organs of tubular shape, we hypothesized that correction of BP for body surface area (BSA), a two-dimensional measurement of body size, would allow comparison of BP load between men and women. We assessed the relationship of 24-h ambulatory BP measurements and BSA in 534 participants (mean age 61 ± 3 years, 51% women) from the Helsinki Birth Cohort Study. The study subjects had no previous medication affecting vasculature or BP. When BP values were adjusted for age, smoking, physical activity, and body fat percentage, males had higher ambulatory daytime mean systolic BP (131 mmHg vs. 127 mmHg, p < 0.001), diastolic BP (83 mmHg vs. 78 mmHg, p < 0.001), and mean arterial pressure (100 mmHg vs. 96 mmHg, p < 0.001) than females. However, all BP components per unit of BSA were significantly lower in males: daytime mean systolic BP (65 mmHg vs. 71 mmHg, p < 0.001), diastolic BP (41 mmHg vs. 44 mmHg, p < 0.001), pulse pressure (24 mmHg vs. 28 mmHg, p = 0.013), and mean arterial pressure (49 mmHg vs. 54 mmHg, p < 0.001). The same phenomenon was observed in night-time BP values. BP load per BSA is higher in women than in men, which may explain many reported sex differences in cardiovascular morbidity. Relatively small-sized individuals might benefit from a more aggressive therapeutic strategy.
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Affiliation(s)
- Päivi E Korhonen
- Department of General Practice, Turku University and Turku University Hospital, Turku, Finland.
| | - Samuel Palmu
- Department of General Practice, Turku University and Turku University Hospital, Turku, Finland.,Central Satakunta Health Federation of Municipalities, Harjavalta, Finland
| | - Hannu Kautiainen
- Folkhälsan Research Center, Helsinki, Finland.,Unit of Primary Health Care, Kuopio University Hospital, Kuopio, Finland
| | - Johan G Eriksson
- Folkhälsan Research Center, Helsinki, Finland.,Department of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.,Singapore Institute for Clinical Sciences, Agency for Science, Technology, and Research, Singapore, Singapore.,Department of Obstetrics & Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
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19
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Using blood pressure height index to define hypertension among secondary school adolescents in southwestern Uganda. J Hum Hypertens 2019; 34:76-81. [PMID: 31792440 DOI: 10.1038/s41371-019-0292-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Revised: 10/10/2019] [Accepted: 11/20/2019] [Indexed: 01/26/2023]
Abstract
Hypertension is the number one risk factor for cardiovascular diseases worldwide and yet its diagnosis among adolescents, based on blood pressure percentiles which are age, height, and sex-specific, is complex. Our study intended to determine the suitability of blood pressure height index in defining adolescent hypertension among secondary school adolescents aged 12-17 years in Mbarara municipality, southwestern Uganda. Our study used data of 485 secondary school adolescents of which 173 were boys. Receiver operating characteristic curve analysis was performed to assess the performance of systolic blood pressure height index (SBPHI) and diastolic blood pressure height index (DBPHI) for screening for adolescent prehypertension and hypertension. The optimal systolic/diastolic thresholds for defining prehypertension were 0.70/0.43 mmHg/cm in boys and 0.76/0.43 in girls. The corresponding values for hypertension were 0.78/0.43 and 0.77/0.48 mmHg/cm, respectively. The negative predictive values were much higher (all ≥ 95%) for prehypertension and hypertension, while the positive predictive value was 100% for hypertension in both sexes. In conclusion, Blood pressure height index is simple and accurate for screening for prehypertension and hypertension in adolescents aged 12-17 years hence can be used for early screening of adolescents at high risk of hypertension but not its diagnosis.
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20
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McEniry M, Samper-Ternent R, Flórez CE, Cano-Gutierrez C. Early Life Displacement Due to Armed Conflict and Violence, Early Nutrition, and Older Adult Hypertension, Diabetes, and Obesity in the Middle-Income Country of Colombia. J Aging Health 2019; 31:1479-1502. [PMID: 29916766 PMCID: PMC6738338 DOI: 10.1177/0898264318778111] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Objective: We examine the importance of early life displacement and nutrition on hypertension (HTN) and diabetes in older Colombian adults (60+ years) exposed to rapid demographic, epidemiological, and nutritional transitions, and armed conflict. We compare early life nutritional status and adult health in other middle- and high-income countries. Method: In Colombia (Survey of Health, Wellbeing and Aging [SABE]-Bogotá), we estimate the effects of early life conditions (displacement due to armed conflict and violence, hunger, low height, and not born in the capital city) and obesity on adult health; we compare the effects of low height on adult health in Mexico, South Africa (Study on Global Ageing and Adult Health [SAGE]), the United States, and England (Health and Retirement Study [HRS], English Longitudinal Study of Ageing [ELSA]). Results: Early life displacement, early poor nutrition, and adult obesity increase the risk of HTN and diabetes in Colombia. Being short is most detrimental for HTN in Colombian males. Discussion: Colombian data provide new evidence into how early life conditions and adult obesity contribute to older adult health.
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21
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Hwaung P, Heo M, Bourgeois B, Kennedy S, Shepherd J, Heymsfield SB. Greater Height Is Associated with a Larger Carotid Lumen Diameter. MEDICINES 2019; 6:medicines6020057. [PMID: 31091706 PMCID: PMC6631842 DOI: 10.3390/medicines6020057] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/01/2019] [Revised: 05/09/2019] [Accepted: 05/13/2019] [Indexed: 11/16/2022]
Abstract
Background: Previous studies link tall stature with a reduced ischemic stroke risk. One theory posits that tall people have larger cerebral artery lumens and therefore have a lower plaque occlusion risk than those who are short. Previous studies have not critically evaluated the associations between height and cerebral artery structure independent of confounding factors. Methods: The hypothesis linking stature with cerebral artery lumen size was tested in 231 adults by measuring the associations between height and common carotid artery diameter (CCAD) and intima-media thickness (IMT) after controlling for recognized vascular influencing factors (e.g., adiposity, blood pressure, plasma lipids, etc.). Results: Height remained a significant CCAD predictor across all developed multiple regression models. These models predict a ~0.03 mm increase in CCAD for each 1-cm increase in height in this sample. This magnitude of CCAD increase with height represents over a 60% enlargement of the artery's lumen area across adults varying in stature from short (150 cm) to tall (200 cm). By contrast, IMT was non-significantly correlated with height across all developed regression models. Conclusions: People who are tall have a larger absolute CCAD than people who are short, while IMT is independent of stature. These observations potentially add to the growing cardiovascular literature aimed at explaining the lower risk of ischemic strokes in tall people.
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Affiliation(s)
- Phoenix Hwaung
- Pennington Biomedical Research Center, LSU System, Baton Rouge, LA 70808, USA.
| | - Moonseong Heo
- Department of Public Health Sciences, Clemson University, Clemson, SC 29631, USA.
| | - Brianna Bourgeois
- Pennington Biomedical Research Center, LSU System, Baton Rouge, LA 70808, USA.
| | - Samantha Kennedy
- Department of Public Health Sciences, Clemson University, Clemson, SC 29631, USA.
| | - John Shepherd
- University of Hawaii Cancer Center, Honolulu, HI 96813, USA.
| | - Steven B Heymsfield
- Pennington Biomedical Research Center, LSU System, Baton Rouge, LA 70808, USA.
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22
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Marouli E, Del Greco MF, Astley CM, Yang J, Ahmad S, Berndt SI, Caulfield MJ, Evangelou E, McKnight B, Medina-Gomez C, van Vliet-Ostaptchouk JV, Warren HR, Zhu Z, Hirschhorn JN, Loos RJF, Kutalik Z, Deloukas P. Mendelian randomisation analyses find pulmonary factors mediate the effect of height on coronary artery disease. Commun Biol 2019; 2:119. [PMID: 30937401 PMCID: PMC6437163 DOI: 10.1038/s42003-019-0361-2] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Accepted: 02/22/2019] [Indexed: 01/06/2023] Open
Abstract
There is evidence that lower height is associated with a higher risk of coronary artery disease (CAD) and increased risk of type 2 diabetes (T2D). It is not clear though whether these associations are causal, direct or mediated by other factors. Here we show that one standard deviation higher genetically determined height (~6.5 cm) is causally associated with a 16% decrease in CAD risk (OR = 0.84, 95% CI 0.80-0.87). This causal association remains after performing sensitivity analyses relaxing pleiotropy assumptions. The causal effect of height on CAD risk is reduced by 1-3% after adjustment for potential mediators (lipids, blood pressure, glycaemic traits, body mass index, socio-economic status). In contrast, our data suggest that lung function (measured by forced expiratory volume [FEV1] and forced vital capacity [FVC]) is a mediator of the effect of height on CAD. We observe no direct causal effect of height on the risk of T2D.
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Affiliation(s)
- Eirini Marouli
- William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, EC1M 6BQ UK
- Centre for Genomic Health, Life Sciences, Queen Mary University of London, London, EC1M 6BQ UK
| | - M. Fabiola Del Greco
- Institute for Biomedicine, Eurac Research, Affiliated Institute of the University of Lubeck, Bolzano, 39100 Italy
| | - Christina M. Astley
- Boston Children’s Hospital, Boston, MA 02115 USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142 USA
| | - Jian Yang
- Institute for Molecular Bioscience, University of Queensland, Brisbane, 4072 QLD Australia
- Queensland Brain Institute, The University of Queensland, Brisbane, 4072 QLD Australia
| | - Shafqat Ahmad
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA 02115 USA
- Division of Preventive Medicine, Harvard Medical School, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02215 USA
- Department of Medical Sciences, Molecular Epidemiology, Uppsala University, Uppsala, 751 41 Sweden
| | - Sonja I. Berndt
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, MD 20892 USA
| | - Mark J. Caulfield
- William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, EC1M 6BQ UK
- National Institute for Health Research, Barts Cardiovascular Biomedical Research Center, Queen Mary University of London, London, EC1M 6BQ UK
| | - Evangelos Evangelou
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, W2 1PG UK
- Department of Hygiene and Epidemiology, University of Ioannina Medical School, Ioannina, 45110 Greece
| | - Barbara McKnight
- Department of Biostatistics, University of Washington, Seattle, WA 98101 USA
| | - Carolina Medina-Gomez
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, 3015 GE The Netherlands
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, 3015 GE The Netherlands
| | - Jana V. van Vliet-Ostaptchouk
- Department of Endocrinology, University of Groningen, University Medical Center Groningen, Groningen, 9713 GZ The Netherlands
| | - Helen R. Warren
- William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, EC1M 6BQ UK
- National Institute for Health Research, Barts Cardiovascular Biomedical Research Center, Queen Mary University of London, London, EC1M 6BQ UK
| | - Zhihong Zhu
- Institute for Molecular Bioscience, University of Queensland, Brisbane, 4072 QLD Australia
| | - Joel N. Hirschhorn
- Boston Children’s Hospital, Boston, MA 02115 USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02142 USA
| | - Ruth J. F. Loos
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029 USA
| | - Zoltan Kutalik
- Institute of Social and Preventive Medicine, Lausanne University Hospital, Lausanne, 1010 Switzerland
- Swiss Institute of Bioinformatics, Lausanne, 1015 Switzerland
| | - Panos Deloukas
- William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, EC1M 6BQ UK
- Centre for Genomic Health, Life Sciences, Queen Mary University of London, London, EC1M 6BQ UK
- Princess Al-Jawhara Al-Brahim Centre of Excellence in Research of Hereditary Disorders (PACER-HD), King Abdulaziz University, Jeddah, 21589 Saudi Arabia
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23
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Pes GM, Ganau A, Tognotti E, Errigo A, Rocchi C, Dore MP. The association of adult height with the risk of cardiovascular disease and cancer in the population of Sardinia. PLoS One 2018; 13:e0190888. [PMID: 29677219 PMCID: PMC5909893 DOI: 10.1371/journal.pone.0190888] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2017] [Accepted: 12/21/2017] [Indexed: 12/15/2022] Open
Abstract
The relationship between body height and the risk of non‒communicable diseases such as cardiovascular disease and cancer has been the subject of much debate in the epidemiological literature. Concerns have recently arisen over spurious associations due to confounding factors like birth cohort, especially in the context of epidemiological transition. The population of Sardinia represents an interesting case study, as the average physical stature of inhabitants was the lowest recorded in Europe until a few decades ago. In this population we tested whether height is an independent risk factor for cardiovascular disease and cancer. We analysed the stature of 10,427 patients undergoing endoscopy for any reason, for whom a detailed clinical history of cardiovascular disease and/or malignancies had been documented. Poisson regression modelling was used to test the association between stature and disease risk. When patients were subdivided according to sex and height tertiles, the risk of cardiovascular disease proved significantly greater for subjects in the lowest tertile irrespective of sex (men: 1.87; 95%CI 1.41‒2.47; women: 1.23; 95%CI 0.92‒1.66) and smaller for those in the highest tertile (men: 0.51; 95%CI 0.35‒0.75; women: 0.41; 95%CI 0.27‒0.61). However, after adjusting the risk for birth cohort and established risk factors, it mostly resulted in non-significant values, although the overall trend persisted. Similar results were obtained for all-cancer risk (relative risk for men and women in the lowest tertile: 1.44; 95%CI 1.09–1.90 and 1.17; 95%CI 0.93–1.48, in the highest tertile: 0.51; 95%CI 0.36–0.72 and 0.62; 95%CI 0.47–0.81, respectively) as well as for some of the most common types of cancer. We concluded that the risk of developing cardiovascular disease and malignancies does not vary significantly with stature in the Sardinian population, after adjusting for birth cohort and more obvious risk factors.
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Affiliation(s)
- Giovanni Mario Pes
- Department of Clinical and Experimental Medicine, University of Sassari, Sassari, Italy
- Sardinia Longevity Blue Zone Observatory, Ogliastra, Italy
- * E-mail:
| | - Antonello Ganau
- Department of Clinical and Experimental Medicine, University of Sassari, Sassari, Italy
| | - Eugenia Tognotti
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Alessandra Errigo
- Department of Clinical and Experimental Medicine, University of Sassari, Sassari, Italy
| | - Chiara Rocchi
- Department of Clinical and Experimental Medicine, University of Sassari, Sassari, Italy
| | - Maria Pina Dore
- Department of Clinical and Experimental Medicine, University of Sassari, Sassari, Italy
- Baylor College of Medicine, Houston, TX, United States of America
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24
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Bourgeois B, Watts K, Thomas DM, Carmichael O, Hu FB, Heo M, Hall JE, Heymsfield SB. Associations between height and blood pressure in the United States population. Medicine (Baltimore) 2017; 96:e9233. [PMID: 29390353 PMCID: PMC5815765 DOI: 10.1097/md.0000000000009233] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2017] [Revised: 11/17/2017] [Accepted: 11/20/2017] [Indexed: 01/10/2023] Open
Abstract
The mechanisms linking short stature with an increase in cardiovascular and cerebrovascular disease risk remain elusive. This study tested the hypothesis that significant associations are present between height and blood pressure in a representative sample of the US adult population.Participants were 12,988 men and women from a multiethnic sample (age ≥ 18 years) evaluated in the 1999 to 2006 National Health and Nutrition Examination Survey who were not taking antihypertensive medications and who had complete height, weight, % body fat, and systolic and diastolic arterial blood pressure (SBP and DBP) measurements; mean arterial blood pressure and pulse pressure (MBP and PP) were calculated. Multiple regression models for men and women were developed with each blood pressure as dependent variable and height, age, race/ethnicity, body mass index, % body fat, socioeconomic status, activity level, and smoking history as potential independent variables.Greater height was associated with significantly lower SBP and PP, and higher DBP (all P < .001) in combined race/ethnic-sex group models beginning in the 4th decade. Predicted blood pressure differences between people who are short and tall increased thereafter with greater age except for MBP. Socioeconomic status, activity level, and smoking history did not consistently contribute to blood pressure prediction models.Height-associated blood pressure effects were present in US adults who appeared in the 4th decade and increased in magnitude with greater age thereafter. These observations, in the largest and most diverse population sample evaluated to date, provide support for postulated mechanisms linking adult stature with cardiovascular and cerebrovascular disease risk.
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Affiliation(s)
| | - Krista Watts
- Department of mathematical sciences, United States Military Academy, West Point, NY
| | - Diana M. Thomas
- Department of mathematical sciences, United States Military Academy, West Point, NY
| | - Owen Carmichael
- Pennington Biomedical Research Center, LSU System, Baton Rouge, LA
| | - Frank B. Hu
- Department of Nutrition and Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA
| | | | - John E. Hall
- Departments of Physiology and Biophysics and Mississippi Center for Obesity Research, University of Mississippi Medical Center, Jackson, MS
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