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Urbina EM, Yu W, Williams PL, Sawyer G, Van Dyke R, Colan S, Lipshultz SE. Central arterial stiffness in young adults with perinatal HIV exposure and infection. AIDS 2025; 39:701-707. [PMID: 39874123 PMCID: PMC11968236 DOI: 10.1097/qad.0000000000004129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2024] [Accepted: 01/15/2025] [Indexed: 01/30/2025]
Abstract
OBJECTIVE The aim of this study was to compare arterial stiffness between young adults with perinatally acquired HIV (YAPHIV) and young adults' perinatally HIV exposed but uninfected (YAPHEU). DESIGN A cross-sectional analysis of pulse wave velocity (PWV) measures among participants with echocardiography in the PHACS Cardiac Toxicity Substudy. METHODS A total of 150 participants (95 YAPHIV, 55 YAPHEU, mean 23.4 years, 60% female, 72% Black, 24% Hispanic) had echocardiography and PWV measured. We compared PWV between groups. Among YAPHIV, we fit linear regression models to evaluate the association of measures of HIV disease severity and antiretroviral treatment (ART) with PWV. We computed correlations between PWV and measures of left ventricular structure and function. RESULTS Mean PWV did not differ by group (YAPHIV 5.63 vs. YAPHEU 5.39 m/s; P = 0.50). HIV control was good (82% with viral load <400 copies/ml); 91% used combination ART. Mean PWV was normal, but three of 95 YAPHIV (3%) had values above 11.8 m/s (level associated with cardiovascular events in adults). Weak correlations (<0.20) were observed between PWV and echocardiographic measures. Among YAPHIV, current and historical HIV severity measures were not associated with PWV. YAPHIV on protease inhibitor based ART had higher mean PWV than those on integrase strand inhibitors (1.68 m/s higher, 95% confidence interval -0.36, 3.72) or nonnucleoside transcriptase inhibitors (1.58 m/s higher, 95% confidence interval -0.94, 4.11). CONCLUSION Our data show no difference in PWV between those perinatally exposed to and perinatally infected with HIV. Therefore, cardiovascular risk reduction guidelines should be followed to prevent cardiovascular disease in all young adults.
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Affiliation(s)
- Elaine M. Urbina
- Cincinnati Children’s Hospital Medical Center and the University of Cincinnati
| | - Wendy Yu
- Center for Biostatistics in AIDS Research, Harvard TH Chan School of Public Health
| | - Paige L. Williams
- Center for Biostatistics in AIDS Research, Harvard TH Chan School of Public Health
- Departments of Biostatistics and Epidemiology, Harvard TH Chan School of Public Health
| | - George Sawyer
- Center for Biostatistics in AIDS Research, Harvard TH Chan School of Public Health
| | | | - Steven Colan
- Department of Cardiology, Boston Children’s Hospital, Boston MA
| | - Steven E. Lipshultz
- Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, Buffalo NY
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Agbaje AO. The Interactive Effects of Sedentary Time, Physical Activity, and Fat Mass on Insulin Resistance in the Young Population. J Clin Endocrinol Metab 2024; 110:e117-e131. [PMID: 38441224 PMCID: PMC11651701 DOI: 10.1210/clinem/dgae135] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Indexed: 12/19/2024]
Abstract
CONTEXT Recent evidence in 9-year-old children with overweight/obesity followed up for 7 years until late adolescence concluded that increased physical activity (PA) decreased the risk of high fasting glucose, low insulin sensitivity, and secretion. However, whether this effect persists until young adulthood is unknown. OBJECTIVE This observational study examined the effects of cumulative sedentary time (ST), light PA (LPA), and moderate to vigorous (MVPA) on glucose, insulin, and homeostatic model assessment for insulin resistance (HOMA-IR) in 11-year-old children followed up for 13 years until young adulthood. METHODS Altogether 792 children from the Avon Longitudinal Study of Parents and Children, UK, who had data on at least 2 measures of accelerometer-based movement behaviour during 11-, 15-, and 24-year follow-up clinic visits with complete fasting glucose, insulin, and HOMA-IR measures at ages 15, 17, and 24 years were included. ST, LPA, and MVPA were measured with an accelerometer. RESULTS Cumulative ST from ages 11-24 years was associated with increased odds (odds ratio 1.20, 95% CI 1.00-1.44, P = .047) and cumulative LPA was associated with the decreased odds of hyperinsulinemia (0.80, 0.66-0.96, P = .017) among participants with overweight/obesity. Cumulative MVPA was inversely associated with insulin but after accounting for the mediating role of fat mass, MVPA effect on lowering insulin decreased by 58% resulting in statistical nonsignificance. In the temporal path analyses, among participants with overweight/obesity, higher glucose at age 15 years was associated with lower LPA and MVPA at 24 years. Higher LPA at 15 years was associated with lower insulin and HOMA-IR at 24 years and vice versa. CONCLUSION Promoting LPA while decreasing body fat mass and ST may be considered crucial intervention targets to attenuate the risk of hyperinsulinemia and insulin resistance from childhood through young adulthood.
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Affiliation(s)
- Andrew O Agbaje
- Institute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, 70211 Kuopio, Finland
- Children's Health and Exercise Research Centre, Department of Public Health and Sports Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter EX1 2LU, UK
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3
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Agbaje AO. Accelerometer-based sedentary time and physical activity from childhood through young adulthood with progressive cardiac changes: a 13-year longitudinal study. Eur J Prev Cardiol 2024; 31:1480-1492. [PMID: 38711312 PMCID: PMC11378265 DOI: 10.1093/eurjpc/zwae129] [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: 12/19/2023] [Revised: 03/27/2024] [Accepted: 04/04/2024] [Indexed: 05/08/2024]
Abstract
AIMS Longitudinal evidence on the relationship of sedentary time (ST), light-intensity physical activity (LPA), and moderate-to-vigorous-intensity physical activity (MVPA) with changes in cardiac structure and function in the paediatric population is scarce. This evidence is clinically important due to the impact ST can have on the long-term prognosis of healthy young population in the lifetime continuum. This prospective observational study examined the relationships of cumulative ST, LPA, and MVPA from childhood with longitudinal changes in cardiac structure and function. METHODS AND RESULTS This is a secondary analysis from the Avon Longitudinal Study of Parents and Children, UK birth cohort of 1682 children aged 11 years. Participants who had at least one follow-up timepoints accelerometer-measured ST, LPA, and MVPA over a period of 13 years and repeated echocardiography-measured cardiac structure and function at ages 17- and 24-year clinic visit were included. Left ventricular mass indexed for height2.7 (LVMI2.7) and left ventricular (LV) diastolic function from mitral E/A ratio (LVDF) were computed. Among 1682 children (mean [SD] age, 11.75 [0.24] years; 1054 [62.7%] females), the cumulative one-min/day increase in ST from ages 11 to 24 years was associated with progressively increased LVMI2.7 {effect estimate 0.002 g/m2.7 [confidence interval (CI) 0.001-0.003], P < 0.001}, irrespective of sex, obesity, and hypertensive status. Cumulative one-min/day increase in LPA was associated with a decreased LVMI2.7 (-0.005 g/m2.7 [-0.006 to -0.003], P < 0.0001) but an increased LVDF. Cumulative one-minute/day increase in MVPA was associated with progressively increased LVMI2.7 (0.003 g/m2.7 [0.001-0.006], P = 0.015). CONCLUSION ST contributed +40% to the 7-year increase in cardiac mass, MVPA increased cardiac mass by +5%, but LPA reduced cardiac mass by -49%. Increased ST may have long-term pathologic effects on cardiac structure and function during growth from childhood through young adulthood; however, engaging in LPA may enhance cardiac health in the young population.
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Affiliation(s)
- Andrew O Agbaje
- Clinical Epidemiology and Child Health Unit, Institute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Yliopistonranta 8, P.O. Box 1627, 70211 Kuopio, Finland
- Children’s Health and Exercise Research Centre, Department of Public Health and Sports Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK
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Agbaje AO, Saner C, Zhang J, Henderson M, Tuomainen TP. DXA-based Fat Mass With Risk of Worsening Insulin Resistance in Adolescents: A 9-Year Temporal and Mediation Study. J Clin Endocrinol Metab 2024; 109:e1708-e1719. [PMID: 38173399 PMCID: PMC11319001 DOI: 10.1210/clinem/dgae004] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 12/28/2023] [Accepted: 01/02/2024] [Indexed: 01/05/2024]
Abstract
CONTEXT Surrogate measures of childhood and adolescent obesity have impaired the understanding of the relationship of body composition with insulin resistance in the young population. OBJECTIVE We aim to examine the longitudinal associations of directly measured total fat mass, trunk fat mass, and lean mass with the risk of hyperglycemia, hyperinsulinemia, and insulin resistance from ages 15 to 24 years, the mediation path through which lipids and inflammation influence insulin resistance, and whether increased fat mass temporally precede insulin resistance. METHODS We studied 3160 adolescents from the Avon Longitudinal Study of Parents and Children (ALSPAC), UK birth cohort, who had complete dual-energy x-ray absorptiometry measure and fasting blood samples at age 15 years and repeated measures at ages 17- and 24-years clinic visit. Fasting glucose greater than 6.1 mmol/L, insulin greater than 11.78 mU/L, and homeostatic model assessment for insulin resistance (HOMA-IR) greater than or equal to the 75th percentile were categorized as hyperglycemia, hyperinsulinemia, and high insulin resistance, respectively. Longitudinal associations were examined with generalized logit-mixed-effect models, while mediation and temporal path analyses were examined using structural equation models, adjusting for cardiometabolic and lifestyle factors. RESULTS Among 3160 participants (51% female), fat mass and lean mass increased linearly both in males and females, while glucose, insulin, and HOMA-IR had a U-shaped course from age 15 through 24 years. After full adjustment, each 1-kg cumulative increase in total fat mass (odds ratio 1.12 [95% CI, 1.11-1.13]) and trunk fat mass (1.21 [1.19-1.23]) from ages 15 through 24 years were associated with a progressively worsening risk of high insulin resistance as well as hyperglycemia and hyperinsulinemia. The association of increased total fat mass with increased insulin resistance was partly mediated by triglycerides (9% mediation). In the temporal path analysis, higher total fat mass at age 15 years was associated with higher insulin resistance at age 17 years, but not vice versa. Higher total fat mass at age 17 years was bidirectionally associated with higher insulin resistance at 24 years. CONCLUSION Mid-adolescence may be an optimal time for interrupting the worsening fat mass-insulin resistance pathologic cycle and attenuating the risk of progressively worsening metabolic dysfunction before young adulthood.
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Affiliation(s)
- Andrew O Agbaje
- Institute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, 70211, Finland
- Children’s Health and Exercise Research Centre, Department of Public Health and Sports Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, EX1 2LU, UK
| | - Christoph Saner
- Division of Pediatric Endocrinology, Diabetology and Metabolism, Department of Pediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, CH-3010, Switzerland
- Department of Biomedical Research, University of Bern, Bern, CH-3010, Switzerland
| | - Jie Zhang
- Department of Public Health, Aarhus University, DK-8000 Aarhus, Denmark
| | - Mélanie Henderson
- School of Public Health, Faculty of Medicine, Université de Montréal, Montréal, Quebec, H3T 1C5, Canada
- Department of Pediatrics, Faculty of Medicine, Université de Montréal, Montréal, Quebec, H3T 1C5, Canada
- Research Center of Centre Hospitalier Universitaire Sainte-Justine, Montréal, Quebec, H3T 1C5, Canada
| | - Tomi-Pekka Tuomainen
- Institute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, 70211, Finland
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Agbaje AO. Associations of Sedentary Time and Physical Activity From Childhood With Lipids: A 13-Year Mediation and Temporal Study. J Clin Endocrinol Metab 2024; 109:e1494-e1505. [PMID: 38097375 PMCID: PMC11180508 DOI: 10.1210/clinem/dgad688] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Indexed: 02/22/2024]
Abstract
CONTEXT Among children, evidence on long-term longitudinal associations of accelerometer-measured sedentary time, light physical activity (LPA), and moderate to vigorous PA (MVPA) with lipid indices are few. The mediating role of body composition and other metabolic indices in these associations remains unclear and whether poor movement behavior precedes altered lipid levels is unknown. OBJECTIVE This study examined the associations of sedentary time, LPA, and MVPA from childhood through young adulthood with increased lipids, the mediating role of body composition, and whether temporal interrelations exist. METHODS Data from 792 children (58% female; mean [SD] age at baseline, 11.7 [0.2] years), drawn from the Avon Longitudinal Study of Parents and Children (ALSPAC) UK birth cohort, who had at least 2 time-point measures of accelerometer-based sedentary time, LPA, and MVPA during clinic visits at ages 11, 15, and 24 years and complete fasting plasma high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, triglyceride, and total cholesterol measured during follow-up visits at ages 15, 17, and 24 years were analyzed. RESULTS Total fat mass partly mediated the inverse associations of LPA with low-density lipoprotein cholesterol by 13%, triglyceride by 28%, and total cholesterol by 6%. Total fat mass mediated the inverse associations of MVPA with low-density lipoprotein cholesterol by 37% and total cholesterol by 48%, attenuating the effect on total cholesterol to nonsignificance (P = .077). In the temporal path analyses, higher MVPA at age 15 years was associated with lower low-density lipoprotein cholesterol at 24 years (β = -0.08, SE, 0.01, P = .022) but not vice versa. CONCLUSION Sedentary time worsens lipid indices, but increased LPA had a 5- to 8-fold total cholesterol-lowering effect and was more resistant to the attenuating effect of fat mass than MVPA.
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Affiliation(s)
- Andrew O Agbaje
- Institute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio 70211, Finland
- Children's Health and Exercise Research Centre, Department of Public Health and Sports Sciences, Faculty of Health and Life Sciences, University of Exeter, St Luke’s Campus, Heavitree Road, Exeter EX1 2LU, UK
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Agbaje AO, Barker AR, Lewandowski AJ, Leeson P, Tuomainen TP. Accelerometer-based sedentary time, light physical activity, and moderate-to-vigorous physical activity from childhood with arterial stiffness and carotid IMT progression: A 13-year longitudinal study of 1339 children. Acta Physiol (Oxf) 2024; 240:e14132. [PMID: 38509836 DOI: 10.1111/apha.14132] [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: 11/25/2023] [Revised: 02/18/2024] [Accepted: 03/04/2024] [Indexed: 03/22/2024]
Abstract
AIMS We examined the longitudinal associations of sedentary time (ST), light physical activity (LPA), and moderate-to-vigorous PA (MVPA) from childhood with carotid-femoral pulse wave velocity (cfPWV), a measure of arterial stiffness and carotid intima-media thickness (cIMT). METHODS We studied 1339 children, aged 11 years from Avon Longitudinal Study of Parents and Children, UK, followed up for 13 years. Accelerometer-based ST, LPA, and MVPA were assessed at ages 11, 15, and 24 years clinic visits. cfPWV and cIMT were measured with Vicorder and ultrasound, respectively, at ages 17 and 24 years. RESULTS Among 1339 [56.4% female] participants, mean ST increased from ages 11 through 24 years, while mean LPA and MVPA decreased. Persistently high ST tertile from childhood was associated with increased cfPWV progression, effect estimate 0.047 m/s; [(95% CI 0.005 to 0.090); p = 0.030], but not cIMT progression. Persistently high LPA tertile category was associated with decreased cfPWV progression in males -0.022 m/s; [(-0.028 to -0.017); p < 0.001] and females -0.027 m/s; [(-0.044 to -0.010); p < 0.001]. Cumulative LPA exposure decreased the odds of progressively worsening cfPWV [Odds ratio 0.994 (0.994-0.995); p < 0.0001] and cIMT. Persistent exposure to ≥60 min/day of MVPA was paradoxically associated with increased cfPWV progression in males 0.053 m/s; [(0.030 to 0.077); p < 0.001] and females 0.012 m/s; [(0.002 to 0.022); p = 0.016]. Persistent exposure to ≥60 min/day of MVPA was inversely associated with cIMT progression in females -0.017 mm; [(-0.026 to -0.009); p < 0.001]. CONCLUSION LPA >3 h/day from childhood may attenuate progressively worsening vascular damage associated with increased ST in youth.
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Affiliation(s)
- Andrew O Agbaje
- Institute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
- Children's Health and Exercise Research Centre, Department of Public Health and Sports Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK
| | - Alan R Barker
- Children's Health and Exercise Research Centre, Department of Public Health and Sports Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK
| | - Adam J Lewandowski
- Radcliffe Department of Medicine, Oxford Cardiovascular Clinical Research Facility Division of Cardiovascular Medicine, John Radcliffe Hospital, University of Oxford, Oxford, UK
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, Oxford Centre for Clinical Magnetic Resonance Research, University of Oxford, Oxford, UK
| | - Paul Leeson
- Radcliffe Department of Medicine, Oxford Cardiovascular Clinical Research Facility Division of Cardiovascular Medicine, John Radcliffe Hospital, University of Oxford, Oxford, UK
| | - Tomi-Pekka Tuomainen
- Institute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
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Agbaje AO. Mediating effect of fat mass, lean mass, blood pressure and insulin resistance on the associations of accelerometer-based sedentary time and physical activity with arterial stiffness, carotid IMT and carotid elasticity in 1574 adolescents. J Hum Hypertens 2024; 38:393-403. [PMID: 38409590 PMCID: PMC11076203 DOI: 10.1038/s41371-024-00905-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 02/15/2024] [Accepted: 02/19/2024] [Indexed: 02/28/2024]
Abstract
This study examined the mediating effect of total body fat mass, lean mass, blood pressure (BP) and insulin resistance on the associations of sedentary time (ST), light physical activity (LPA) and moderate-to-vigorous PA (MVPA) with carotid-femoral pulse wave velocity (cfPWV), carotid intima-media thickness (cIMT) and carotid elasticity in 1574 adolescents from the Avon Longitudinal Study of Parents and Children birth cohort, UK. ST, LPA and MVPA were assessed with ActiGraph accelerometer. ST and LPA were sex-categorised in tertiles as low (reference), moderate and high, while MVPA was categorised as <40 min/day (reference), 40-<60 min/day and ≥60 min/day. cfPWV, cIMT and carotid elasticity were measured with Vicorder and ultrasound. Fat mass and lean mass were assessed with dual-energy X-ray absorptiometry and homeostatic model assessment of insulin resistance (HOMA-IR) was computed. Mediation analyses structural equation models and linear mixed-effect models adjusted for cardiometabolic and lifestyle factors were conducted. Among 1574 adolescents [56.2% female; mean (SD) age 15.4 (0.24) years], 41% males and 17% females accumulated ≥60 min/day of MVPA. Higher ST was associated with lower cIMT partly mediated by lean mass. Higher LPA (standardized β = -0.057; [95% CI -0.101 to -0.013; p = 0.014]) and the highest LPA tertile were associated with lower cfPWV. BP had no significant mediating effect movement behaviour relations with vascular indices. Lean mass partially mediated associations of higher MVPA with higher cIMT (0.012; [0.007-0.002; p = 0.001], 25.5% mediation) and higher carotid elasticity (0.025; [0.014-0.039; p = 0.001], 28.1% mediation). HOMA-IR mediated the associations of higher MVPA with higher carotid elasticity (7.7% mediation). Engaging in ≥60 min/day of MVPA was associated with higher carotid elasticity. In conclusion, higher LPA was associated with lower arterial stiffness, but higher MVPA was associated with thicker carotid wall explained by higher lean mass.
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Grants
- MC_PC_19009 Medical Research Council
- 20217390 Yrjö Jahnssonin Säätiö (Yrjö Jahnsson Foundation)
- MC_PC_15018 Medical Research Council
- 220021 and 230012 Sydäntutkimussäätiö (Finnish Foundation for Cardiovascular Research)
- 65191835, 00200150, and 00230190 Suomen Kulttuurirahasto (Finnish Cultural Foundation)
- MR/M006727/1 Medical Research Council
- G9815508 Medical Research Council
- 00180006 Jenny ja Antti Wihurin Rahasto (Jenny and Antti Wihuri Foundation)
- 230082 Alfred Kordelinin Säätiö (Alfred Kordelin Foundation)
- Orion Research Foundation sr, Aarne Koskelo Foundation, Antti and Tyyne Soininen Foundation, Paulo Foundation, Paavo Nurmi Foundation, Ida Montin Foundation, Kuopio University Foundation, Eino Räsänen Fund, Matti and Vappu Maukonen Fund,
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Affiliation(s)
- Andrew O Agbaje
- Institute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland.
- Children's Health and Exercise Research Centre, Department of Public Health and Sports Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK.
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Agbaje AO. Increasing lipids with risk of worsening cardiac damage in 1595 adolescents: A 7-year longitudinal and mediation study. Atherosclerosis 2024; 389:117440. [PMID: 38246095 DOI: 10.1016/j.atherosclerosis.2023.117440] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 11/30/2023] [Accepted: 12/22/2023] [Indexed: 01/23/2024]
Abstract
BACKGROUND AND AIMS Longitudinal evidence on the associations of changes in lipids level with changes in cardiac structure and function in youth is limited due to few repeated echocardiography measures. This study examined whether changes in lipid levels from adolescence through young adulthood associate with the risk of cardiac damage progression and potential mechanistic pathways. METHODS From the Avon Longitudinal Study of Parents and Children (ALSPAC), UK birth cohort, 1595 adolescents aged 17 years who had fasting plasma total cholesterol, triglyceride, high-density lipoprotein cholesterol (HDL-c), low-density lipoprotein cholesterol (LDL-c), and non-HDL-c measured at 17- and 24-year clinic visit were included. Echocardiography measured left ventricular mass indexed for height2.7 (LVMI2.7), and LV diastolic function from mitral E/A ratio (LVDF). LVMI2.7 ≥51 g/m2.7 and LVDF<1.5 were categorized as LV hypertrophy and LVD dysfunction, respectively. Multivariable adjusted associations were examined using generalized logit mixed-effect models and structural equation models for mediation analyses. RESULTS The prevalence of LV hypertrophy increased from 3.6% at baseline to 11.6% at follow-up in males and increased from 1.6% to 4.0% in females. The prevalence of LVD dysfunction increased from 7.8% at baseline to 16.6% at follow-up in males and increased from 10.3% to 15.4% in females. Each 1 mmol increase in total cholesterol (OR, 1.18; [95% CI, 1.09-1.27]), triglyceride (2.89; [1.54-5.43]), LDL-c (1.19; [1.08-1.32]), and non-HDL-c (1.21; [1.11-1.33]) was associated with higher odds of worsening LV hypertrophy progression over 7 years. Increased triglyceride was associated with the odds of progressively worsening LVD dysfunction (1.98; [1.06-3.71]). Increased HDL-c was not associated with the odds of cardiac structural and functional damage. Systolic blood pressure (12% mediation) and fat mass (25% mediation) partly mediated the associations of LDL-c with increased LVMI2.7. CONCLUSIONS Increased lipids may independently associate with the risk of progressively worsening structural and functional cardiac damage in youth but increased systolic blood pressure and fat mass explained circa forty percent of the relationship.
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Affiliation(s)
- Andrew O Agbaje
- Institute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland; Children's Health and Exercise Research Centre, Department of Public Health and Sports Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK.
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9
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Agbaje AO, Perng W, Tuomainen TP. Effects of accelerometer-based sedentary time and physical activity on DEXA-measured fat mass in 6059 children. Nat Commun 2023; 14:8232. [PMID: 38086810 PMCID: PMC10716139 DOI: 10.1038/s41467-023-43316-w] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 11/06/2023] [Indexed: 12/18/2023] Open
Abstract
Globally, childhood obesity is on the rise and the effect of objectively measured movement behaviour on body composition remains unclear. Longitudinal and causal mediation relationships of accelerometer-based sedentary time (ST), light physical activity (LPA), and moderate-to-vigorous physical activity (MVPA) with dual-energy X-ray absorptiometry-measured fat mass were examined in 6059 children aged 11 years followed-up until age 24 years from the Avon Longitudinal Study of Parents and Children (ALSPAC), UK birth cohort. Over 13-year follow-up, each minute/day of ST was associated with 1.3 g increase in fat mass. However, each minute/day of LPA was associated with 3.6 g decrease in fat mass and each minute/day of MVPA was associated with 1.3 g decrease in fat mass. Persistently accruing ≥60 min/day of MVPA was associated with 2.8 g decrease in fat mass per each minute/day of MVPA, partly mediated by decrease insulin and low-density lipoprotein cholesterol. LPA elicited similar and potentially stronger fat mass-lowering effect than MVPA and thus may be targeted in obesity and ST prevention in children and adolescents, who are unable or unwilling to exercise.
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Affiliation(s)
- Andrew O Agbaje
- Institute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland.
- Children's Health and Exercise Research Centre, Department of Public Health and Sports Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK.
| | - Wei Perng
- Colorado School of Public Health, Lifecourse Epidemiology of Adiposity and Diabetes Center, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Tomi-Pekka Tuomainen
- Institute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
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10
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Agbaje AO. Longitudinal Mediating Effect of Fat Mass and Lipids on Sedentary Time, Light PA, and MVPA with Inflammation in Youth. J Clin Endocrinol Metab 2023; 108:3250-3259. [PMID: 37310686 PMCID: PMC10655530 DOI: 10.1210/clinem/dgad354] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 05/19/2023] [Accepted: 06/09/2023] [Indexed: 06/14/2023]
Abstract
CONTEXT Inflammation has been associated with atherosclerosis and metabolic disorders in youth. Preventing inflammation through exposure to different accelerometer-based movement behaviors has not been longitudinally examined. OBJECTIVE This work aimed to examine the mediating role of fat mass, lipids, and insulin resistance on the associations of cumulative sedentary time (ST), light physical activity (LPA), and moderate-to-vigorous physical activity (MVPA) with inflammation. METHODS From the Avon Longitudinal Study of Parents and Children, United Kingdom, 792 children with data on at least 2 time-point measures of accelerometer-based ST, LPA, and MVPA during age 11, 15, and 24 years follow-up clinic visits with complete high-sensitivity C-reactive protein (hsCRP) measures at age 15, 17, and 24 years were studied. Mediating associations were examined using structural equation models. When the magnitude of the association between the exposure and outcome is increased after including a third variable, suppression occurred but mediation if decreased. RESULTS Among 792 (58% female; mean [SD] age at baseline, 11.7 [0.2] years), ST increased, LPA decreased, and MVPA had a U-shaped increase while hsCRP increased during 13-year follow-up. Insulin resistance partly suppressed (23.5% suppression) the positive associations of ST with hsCRP among participants who were overweight/obese. Fat mass partly mediated (30% mediation) the negative associations of LPA with hsCRP. Fat mass had a 77% mediation effect on the negative associations of MVPA with hsCRP. CONCLUSION ST worsens inflammation, but increased LPA had a 2-fold inflammatory-lowering effect and was more resistant to the attenuating effect of fat mass compared with MVPA, and hence should be targeted in future interventions.
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Affiliation(s)
- Andrew O Agbaje
- Institute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, 70211 Kuopio, Finland
- Children’s Health and Exercise Research Centre, Department of Public Health and Sports Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter EX1 2LU, UK
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Agbaje AO, Zachariah JP, Tuomainen TP. Arterial stiffness but not carotid intima-media thickness progression precedes premature structural and functional cardiac damage in youth: A 7-year temporal and mediation longitudinal study. Atherosclerosis 2023; 380:117197. [PMID: 37582328 DOI: 10.1016/j.atherosclerosis.2023.117197] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 07/26/2023] [Accepted: 07/26/2023] [Indexed: 08/17/2023]
Abstract
BACKGROUND AND AIMS The longitudinal relations of cardiac indices with the aorta and carotid vessel and the time sequence for early cardiac disease development are uncharacterized in youth. We examined the temporal longitudinal associations of carotid-femoral pulse wave velocity (cfPWV) and carotid intima-media thickness (cIMT) with left ventricular hypertrophy (LVH) and diastolic dysfunction (LVDD). METHODS From the Avon Longitudinal Study of Parents and Children, UK birth cohort, 1856 adolescents (1011 females) at a mean (SD) age 17.7 (0.3) years were followed up for 7 years. Vicorder-measured cfPWV and ultrasound-measured cIMT were grouped in tertiles as low (reference), moderate, and high. Echocardiography measured cardiac abnormalities are left ventricular mass indexed for height2.7 (LVMI2.7) ≥51 g/m2.7 as LVH; relative wall thickness ≥44 as hiRWT; LVD function E/A <1.5 as LVD dysfunction (LVDD); and LV filling pressure E/e' ≥8 as hiLVFP. Data were analysed with generalized logit mixed-effect models, cross-lagged path, and mediation structural equation models adjusting for cardiometabolic and lifestyle factors. RESULTS Over follow-up, LVH prevalence increased from 3.6% to 7.2% and LVDD from 11.1 to 16.3%. High cfPWV progression was associated with worsening LVH [Odds ratio 1.23 (1.13-1.35); p < 0.001] in the total cohort, males, overweight/obese, and normotensive. High cfPWV progression was associated with worsening hiLVFP in the total cohort, females, and normal weight. Likewise, high cIMT progression was associated with worsening LVH [1.27 (1.26-1.27); p < 0.0001] in the total cohort, overweight/obese and elevated BP/hypertensive. Neither cfPWV nor cIMT progression was associated with worsening hiRWT in the total cohort. In cross-lagged models, higher baseline cfPWV was associated with future LVMI2.7 (β = 0.06, SE, 5.14, p = 0.035), RWT, LVDF, and LVFP. However, baseline LVMI2.7, RWT, LVDF, and LVFP were not associated with follow-up cfPWV. Baseline cIMT was not associated with follow-up cardiac indices and vice versa. Cumulative increased systolic blood pressure (34.3% mediation) and insulin resistance (15.1% mediation) mediated the direct associations of cumulative cfPWV with cumulative LVMI2.7. CONCLUSIONS Arterial stiffness progression temporally preceded worsening structural and functional cardiac damage in youth with increased systolic blood pressure and insulin resistance partly mediating the relationships. Future interventions aimed at attenuating premature cardiac damage in adolescents and young adults may consider a simultaneous treatment of both arterial stiffness, elevated blood pressure and insulin resistance.
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Affiliation(s)
- Andrew O Agbaje
- Institute of Public Health and Clinical Nutrition, School of Medicine, University of Eastern Finland, Kuopio, Finland; Children's Health and Exercise Research Centre, Department of Public Health and Sports Sciences, Faculty of Health and Life Sciences, University of Exeter, Exeter, UK.
| | - Justin P Zachariah
- Section of Pediatric Cardiology, Department of Pediatrics, Texas Children's Hospital, Baylor College of Medicine, Houston, TX, United States
| | - Tomi-Pekka Tuomainen
- Institute of Public Health and Clinical Nutrition, School of Medicine, University of Eastern Finland, Kuopio, Finland
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Agbaje AO. Associations of accelerometer-based sedentary time, light physical activity and moderate-to-vigorous physical activity with resting cardiac structure and function in adolescents according to sex, fat mass, lean mass, BMI, and hypertensive status. Scand J Med Sci Sports 2023; 33:1399-1411. [PMID: 37035905 PMCID: PMC10946782 DOI: 10.1111/sms.14365] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 01/28/2023] [Accepted: 03/27/2023] [Indexed: 04/11/2023]
Abstract
BACKGROUND This study examined the independent relationships of device-based measured sedentary time (ST) and physical activity (PA) in relation to cardiac structural and functional geometry among adolescents. METHODS From the Avon Longitudinal Study of Parents and Children, UK birth cohort, 530 (50% female) adolescents aged 17 years had complete ST, PA, cardiac, and covariate measures. Echocardiography cardiac measures were left ventricular mass indexed for height2.7 (LVMI2.7 ), relative wall thickness, LV diastolic function (LVDF), and LV filling pressure (LVFP). Overweight/obesity and elevated systolic/BP hypertension were categorized as body mass index >24.99 kg/m2 and ≥130 mmHg, respectively. Data were analyzed with linear regression models adjusting for cardiometabolic factors and lifestyle factors. RESULTS The prevalence of overweight/obesity in males and females was 17.9% and 24.5%, respectively. The prevalence of elevated systolic BP/hypertension was 11.6% in males and 1.1% among females. The average ST was 484 ± 78 min/day, light PA was 274 ± 62 min/day, and moderate-to-vigorous PA (MVPA) was 41 ± 24 min/day, among females. Average ST, LPA, and MVPA were 468 ± 87 min/day, 293 ± 70 min/day, and 56 ± 30 min/day, respectively, among males. Higher ST was associated with higher LVMI2.7 (standardized β = 0.16; p = 0.01) among females, but higher ST was associated with lower LVDF in males (β = -0.14; p = 0.04). Higher ST and MVPA were associated with higher LVMI2.7 in the total cohort, normal weight, and overweight/obese adolescents. Light PA was associated with higher LVDF in the total cohort and normotensives and lower LVFP among adolescents with high lean mass. CONCLUSIONS Higher ST and MVPA were associated with higher LVMI; however, ST-associated LVMI increase was threefold higher than MVPA-associated LVMI increase. Higher LPA was associated with better cardiac function. Reducing ST and increasing LPA may attenuate the risk of altered cardiac structure and function in adolescents.
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Affiliation(s)
- Andrew O. Agbaje
- Institute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health SciencesUniversity of Eastern FinlandKuopioFinland
- Children's Health and Exercise Research Centre, Department of Public Health and Sports Sciences, Faculty of Health and Life SciencesUniversity of ExeterExeterUK
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Sitarik AR, Johnson CC, Levin AM, Lynch SV, Ownby DR, Rundle AG, Straughen JK, Wegienka G, Woodcroft KJ, Cassidy-Bushrow AE. Progression of C-reactive protein from birth through preadolescence varies by mode of delivery. Front Pediatr 2023; 11:1155852. [PMID: 37388285 PMCID: PMC10304017 DOI: 10.3389/fped.2023.1155852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 06/05/2023] [Indexed: 07/01/2023] Open
Abstract
Introduction Delivery via caesarean section (C-section) has been associated with an increased risk of childhood chronic diseases such as obesity and asthma, which may be due to underlying systemic inflammation. However, the impact of specific C-section types may be differential, as emergency C-sections typically involve partial labor and/or membrane rupture. Our objectives were to determine if mode of delivery associates with longitudinal profiles of high sensitivity CRP (hs-CRP) -a marker of systemic inflammation-from birth through preadolescence, and to examine if CRP mediates the association between mode of delivery and preadolescent body mass index (BMI). Methods Data from the WHEALS birth cohort (N = 1,258) were analyzed; 564 of the 1,258 children in the cohort had data available for analysis. Longitudinal plasma samples (birth through 10-years of age) from 564 children from were assayed for hs-CRP levels. Maternal medical records were abstracted to obtain mode of delivery. Growth mixture models (GMMs) were used to determine classes of hs-CRP trajectories. Poisson regression with robust error variance was used to calculate risk ratios (RRs). Results Two hs-CRP trajectory classes were identified: class 1 (76% of children) was characterized by low hs-CRP, while class 2 (24% of children) was characterized by high and steadily increasing hs-CRP. In multivariable models, children delivered via planned C-section had 1.15 times higher risk of being in hs-CRP class 2, compared to vaginal deliveries (p = 0.028), while no association was found for unplanned C-section deliveries [RR (95% CI) = 0.96 (0.84, 1.09); p = 0.49]. Further, the effect of planned C-section on BMI z-score at age 10 was significantly mediated by hs-CRP class (percent mediated = 43.4%). Conclusions These findings suggest potentially beneficial effects of experiencing partial or full labor, leading to a lower trajectory of systemic inflammation throughout childhood and decreased BMI during preadolescence. These findings may have implications for chronic disease development later in life.
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Affiliation(s)
- Alexandra R. Sitarik
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI, United States
| | - Christine C. Johnson
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI, United States
| | - Albert M. Levin
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI, United States
| | - Susan V. Lynch
- Division of Gastroenterology, Department of Medicine, University of California, San Francisco, CA, United States
| | - Dennis R. Ownby
- Division of Allergy and Clinical Immunology, Department of Pediatrics, Medical College of Georgia at Augusta University, Augusta, GA, United States
| | - Andrew G. Rundle
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, United States
| | | | - Ganesa Wegienka
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI, United States
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Agbaje AO. Elevated Blood Pressure and Worsening Cardiac Damage During Adolescence. J Pediatr 2023; 257:113374. [PMID: 36870560 DOI: 10.1016/j.jpeds.2023.02.018] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 02/06/2023] [Accepted: 02/08/2023] [Indexed: 03/06/2023]
Abstract
OBJECTIVES To examine the longitudinal course for the development of elevated blood pressure (BP)/hypertension and cardiac damage in adolescents. STUDY DESIGN From the Avon Longitudinal Study of Parents and Children, UK birth cohort, 1856 (1011 female) 17-year-old adolescents were followed up for 7 years. BP and echocardiography were assessed at ages 17 and 24 years. Elevated/hypertensive BP was defined as ≥130 mm Hg systolic and ≥85 mm Hg diastolic. Left ventricular (LV) mass indexed for height2.7 (LVMI2.7) ≥51 g/m2.7 was defined as LV hypertrophy (LVH) and LV diastolic function (LVDF) E/A <1.5 as LVD dysfunction (LVDD). Data were analyzed with generalized logit mixed-effect models and cross-lagged structural equation temporal path models adjusting for cardiometabolic and lifestyle factors. RESULTS Over follow-up, the prevalence of elevated systolic BP/hypertension increased from 6.4% to 12.2%, LVH from 3.6% to 7.2%, and LVDD from 11.1% to 16.3%. Cumulative elevated systolic BP/hypertension was associated with worsening LVH in female participants (OR 1.61, CI 1.43-1.80 P < .001) but not in male participants. Elevated systolic BP/hypertension was associated with worsening LVDD in male and female participants. Elevated diastolic BP/hypertension was associated with worsening LVH in male and female participants. In cross-lagged temporal path models, higher baseline systolic BP was associated with LVDF (β = 0.09, SE = 0.002, P = .029) but not LVMI2.7 at follow-up. Higher baseline cardiac indices were not associated with follow-up systolic BP. Higher baseline diastolic BP was associated with follow-up higher cardiac indices except LVDF. Baseline LVMI2.7 was not associated with follow-up diastolic BP. CONCLUSIONS Elevated BP/hypertension may temporally precede premature cardiac damage in youth.
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Affiliation(s)
- Andrew O Agbaje
- Institute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland.
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Agbaje AO. Does arterial stiffness mediate or suppress the associations of blood pressure with cardiac structure and function in adolescents? Am J Physiol Heart Circ Physiol 2023; 324:H776-H781. [PMID: 36930657 DOI: 10.1152/ajpheart.00094.2023] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 03/07/2023] [Accepted: 03/14/2023] [Indexed: 03/18/2023]
Abstract
There is limited understanding of the role of arterial stiffness in cardiovascular disease risk in the pediatric population, lagging behind strong evidence in the adult population. Arterial stiffness progression among adolescents with hypertension has been considered hypertension-mediated vascular damage. However, emerging pediatric reports suggest that arterial stiffness may precede increased blood pressure and hypertension, whereas increased blood pressure from childhood has been associated with signs of cardiac damage in mid-adulthood. Thus, this study used a third variable analytical approach to examine whether arterial stiffness mediates or suppresses the effects of increasing blood pressure on cardiac structure and function in the Avon Longitudinal Study of Parents and Children (ALSPAC) cohort of 1,778 adolescents. After an adjustment for cardiometabolic and lifestyle factors, arterial stiffness measured as carotid-femoral pulse wave velocity partly suppressed the association of higher systolic blood pressure with higher left ventricular mass (standardized regression coefficient, β = -0.012; P = 0.017; suppression effect = 4%), partly mediated the associations of higher systolic and diastolic blood pressure with higher relative ventricular wall thickness, and partly suppressed the association of higher diastolic blood pressure with lower left ventricular diastolic function (β = -0.021; P = 0.003; suppression effect = 14.5%). In conclusion, increasing arterial stiffness could attenuate some of the adverse effects of increased blood pressure on cardiac structure and function in adolescents possibly by modifying the Windkessel effects.NEW & NOTEWORTHY The present study demonstrates that the associations of blood pressure with cardiac function and structure in adolescents may be mediated or suppressed by arterial stiffness depending on the blood pressure phenotype: systolic or diastolic. Arterial stiffness may be considered as an intermediate pathway to attenuate the effect of increased blood pressure on altered cardiac structure and function in youth.
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Affiliation(s)
- Andrew O Agbaje
- Institute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
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Agbaje AO, Zachariah JP, Bamsa O, Odili AN, Tuomainen TP. Cumulative insulin resistance and hyperglycemia with arterial stiffness and carotid IMT progression in 1,779 adolescents: a 9-yr longitudinal cohort study. Am J Physiol Endocrinol Metab 2023; 324:E268-E278. [PMID: 36753290 PMCID: PMC10010917 DOI: 10.1152/ajpendo.00008.2023] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 02/03/2023] [Accepted: 02/06/2023] [Indexed: 02/09/2023]
Abstract
In pediatric population with diabetes and obesity, insulin resistance (HOMA-IR) has been associated with worsening vascular outcomes, however, the cumulative role of HOMA-IR, hyperglycemia, and hyperinsulinemia on repeatedly measured vascular outcomes in asymptomatic youth is unknown. We examined the longitudinal associations of fasting glucose, insulin, and HOMA-IR with carotid-femoral pulse wave velocity (cfPWV) and carotid intima-media thickness (cIMT). From the Avon Longitudinal Study of Parents and Children (ALSPAC) birth cohort, UK 1,779, 15-yr-old participants were followed up for 9 yr. Glucose, insulin, and HOMA-IR assessed at 15, 17, and 24 yr and sex-specifically dichotomized as ≥75th percentile, indicating high category and <75th percentile as reference. cfPWV and cIMT were measured at ages 17 and 24 yr. Associations were examined using linear mixed-effect models adjusted for cardiometabolic and lifestyle covariates. Among 1,779 participants [49.9% female], glucose, insulin, and HOMA-IR had a J- or U-shaped increase from ages 15 through 24 yr. The cumulative exposures to hyperinsulinemia effect estimate -0.019 mU/L; [95% CI -0.019 to -0.002; P = 0.033] and high HOMA-IR: -0.021; [-0.039 to -0.004; P = 0.019] from 15 to 24 yr of age were negatively associated with the 7-yr cfPWV progression. Only cumulative hyperinsulinemia and high HOMA-IR from ages 15 to 17 yr but not from ages 17 to 24 yr was associated with decreased cfPWV progression. There were no associations between cumulative hyperglycemia and cfPWV or cIMT progression. Hyperinsulinemia and HOMA-IR were not associated with cIMT progression. In conclusion, late adolescence may be an optimal timing for intervention targeted at sustaining the protective effect of the decline of insulin and insulin resistance on arterial stiffness progression.NEW & NOTEWORTHY Fasting plasma glucose, insulin, and insulin resistance had a J- or U-shaped increase from 15 to 24 yr with the base of the curve at age 17 yr. Cumulative high insulin and high insulin resistance from 15 to 24 yr were negatively associated with arterial stiffness progression from ages 17 to 24 yr. Age 17 yr may be an optimal timing for intervention targeted at sustaining the protective effect of the decline of insulin and insulin resistance on arterial stiffness progression.
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Affiliation(s)
- Andrew O Agbaje
- Institute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Justin P Zachariah
- Section of Pediatric Cardiology, Department of Pediatrics, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas, United States
| | | | - Augustine N Odili
- Department of Epidemiology, Circulatory Health Research Laboratory, College of Health Sciences, University of Abuja, Abuja, Nigeria
| | - Tomi-Pekka Tuomainen
- Institute of Public Health and Clinical Nutrition, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
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