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Huang Y, Xie P, Zhang S, Liu M, Xiong Z, Huang R, Huang Z, Zhong X, Chen Z, Zhou Z, Zhang W, Guo Y, Yang D, Zhuang X, Liao X. Interplay of heart rate variability and resting heart rate on mortality in type 2 diabetes. Diabetes Metab Syndr 2024; 18:102930. [PMID: 38150792 DOI: 10.1016/j.dsx.2023.102930] [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: 11/06/2023] [Revised: 12/13/2023] [Accepted: 12/14/2023] [Indexed: 12/29/2023]
Abstract
AIMS Heart rate variability (HRV) and resting heart rate (RHR) are usually analyzed and interpreted separately. We aimed to assess the interplay of HRV and RHR on mortality in type 2 diabetes. METHODS The study included 7,529 participants from the Action to Control Cardiovascular Risk in Diabetes (ACCORD) trial. HRV metrics included standard deviation of all normal-to-normal intervals (SDNN) and root mean square of successive differences between normal-to-normal intervals (rMSSD). Abnormal values were defined based on <25th percentile for HRV and >75th percentile for RHR. Interactions of HRV status and RHR status were tested on multiplicative and additive scales. Results were validated in a subset of patients with type 2 diabetes (n = 745) from the Multi-Ethnic Study of Atherosclerosis. RESULTS Low SDNN was associated with increased all-cause mortality in the high RHR group (HR 1.60; 95% CI 1.29-1.97), but not in the normal RHR group. Compared with those who had neither low SDNN nor high RHR, the presence of either low SDNN or high RHR was not significantly associated with an increased risk of all-cause mortality. In contrast, the combination of low SDNN and high RHR was associated with a significantly increased risk of all-cause mortality (HR 1.68; 95% CI 1.43-1.97). Significant multiplicative and additive interactions were found between HRV status and RHR status on risk of all-cause mortality (all Pinteraction < 0.05). Similar findings were observed for cardiovascular mortality, in analyses using rMSSD, and in the Multi-Ethnic Study of Atherosclerosis. CONCLUSIONS The association between HRV and mortality risk is modified by RHR levels. Furthermore, low HRV and high RHR have interdependent and synergistic associations with mortality risk.
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Affiliation(s)
- Yiquan Huang
- Cardiology Department, First Affiliated Hospital of Sun Yat-Sen University, China; NHC Key Laboratory of Assisted Circulation (Sun Yat-Sen University), China
| | - Peihan Xie
- Cardiology Department, First Affiliated Hospital of Sun Yat-Sen University, China; NHC Key Laboratory of Assisted Circulation (Sun Yat-Sen University), China
| | - Shaozhao Zhang
- Cardiology Department, First Affiliated Hospital of Sun Yat-Sen University, China; NHC Key Laboratory of Assisted Circulation (Sun Yat-Sen University), China
| | - Menghui Liu
- Cardiology Department, First Affiliated Hospital of Sun Yat-Sen University, China; NHC Key Laboratory of Assisted Circulation (Sun Yat-Sen University), China
| | - Zhenyu Xiong
- Cardiology Department, First Affiliated Hospital of Sun Yat-Sen University, China; NHC Key Laboratory of Assisted Circulation (Sun Yat-Sen University), China
| | - Rihua Huang
- Cardiology Department, First Affiliated Hospital of Sun Yat-Sen University, China; NHC Key Laboratory of Assisted Circulation (Sun Yat-Sen University), China
| | - Zhuoshan Huang
- NHC Key Laboratory of Assisted Circulation (Sun Yat-Sen University), China; Department of Cardiovascular Medicine, The Third Affiliated Hospital, Sun Yat-sen University, China
| | - Xiangbin Zhong
- Cardiology Department, First Affiliated Hospital of Sun Yat-Sen University, China; NHC Key Laboratory of Assisted Circulation (Sun Yat-Sen University), China
| | - Zhuohui Chen
- Cardiology Department, First Affiliated Hospital of Sun Yat-Sen University, China; NHC Key Laboratory of Assisted Circulation (Sun Yat-Sen University), China
| | - Ziwei Zhou
- Cardiology Department, First Affiliated Hospital of Sun Yat-Sen University, China; NHC Key Laboratory of Assisted Circulation (Sun Yat-Sen University), China
| | - Wenjing Zhang
- Cardiology Department, First Affiliated Hospital of Sun Yat-Sen University, China; NHC Key Laboratory of Assisted Circulation (Sun Yat-Sen University), China
| | - Yue Guo
- Cardiology Department, First Affiliated Hospital of Sun Yat-Sen University, China; NHC Key Laboratory of Assisted Circulation (Sun Yat-Sen University), China
| | - Daya Yang
- Cardiology Department, First Affiliated Hospital of Sun Yat-Sen University, China; NHC Key Laboratory of Assisted Circulation (Sun Yat-Sen University), China
| | - Xiaodong Zhuang
- Cardiology Department, First Affiliated Hospital of Sun Yat-Sen University, China; NHC Key Laboratory of Assisted Circulation (Sun Yat-Sen University), China.
| | - Xinxue Liao
- Cardiology Department, First Affiliated Hospital of Sun Yat-Sen University, China; NHC Key Laboratory of Assisted Circulation (Sun Yat-Sen University), China.
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Simon AB, Norland K, Blackburn M, Zhao S, Wang X, Harris RA. Evidence of increased cardiovascular disease risk in left-handed individuals. Front Cardiovasc Med 2023; 10:1326686. [PMID: 38155985 PMCID: PMC10752994 DOI: 10.3389/fcvm.2023.1326686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 11/28/2023] [Indexed: 12/30/2023] Open
Abstract
Background Approximately 10% of the world is left-handed (LH). Research suggests that LH individuals may have shorter lifespans compared to right-handed (RH) individuals. LH individuals also appear to have more cardiovascular disease (CVD) related conditions like diabetes and cancer. Thus, the present study sought to test the hypothesis that vascular function and heart rate variability (HRV), both key indicators of CVD risk, would be lower in LH compared to RH individuals. Methods Three hundred seventy-nine participants, 18-50 years old, were enrolled. Flow-mediated dilation (FMD), a bioassay of vascular endothelial function and standard deviation of R-R interval (SDNN), a parameter of HRV, were evaluated as indices of CVD risk. Data are reported as mean ± SD. Results 12.1% of the participants were LH. No differences in demographics or clinical laboratory values were observed between groups, except high-density lipoprotein (HDL) was higher (p = 0.033) in RH. FMD was significantly (p = 0.043) lower in LH (6.1% ± 3.2%) compared to RH (7.6% ± 3.8%), independent of age, sex, race, BMI, and HDL. Total power (p = 0.024) and low-frequency power (p = 0.003) were lower in LH compared to RH. Additionally, SDNN was lower (p = 0.041) in LH (47.4 ± 18.8 ms) compared to RH (54.7 ± 22.3 ms). A negative correlation between FMD and mean arterial pressure (r = -0.517; p < 0.001) was observed in LH; no relationships were observed in RH (all p > 0.05). Conclusion Vascular endothelial function and HRV are lower in LH compared to RH. In addition, relationships between FMD and traditional CVD risk factors were only observed in LH. These data support an increased risk of CVD in LH.
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Affiliation(s)
| | | | | | | | | | - Ryan A. Harris
- Georgia Prevention Institute, Medical College of Georgia, Augusta University, Augusta, GA, United States
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Nedergaard RB, Scott M, Wegeberg AM, Okdahl T, Størling J, Brock B, Drewes AM, Brock C. Features characterising cardiac autonomic neuropathy in diabetes using ensembled classification. Clin Neurophysiol 2023; 154:200-208. [PMID: 37442682 DOI: 10.1016/j.clinph.2023.06.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 05/25/2023] [Accepted: 06/03/2023] [Indexed: 07/15/2023]
Abstract
OBJECTIVE Using supervised machine learning to classify the severity of cardiovascular autonomic neuropathy (CAN). The aims were 1) to investigate which features contribute to characterising CAN 2) to generate an ensembled set of features that best describes the variation in CAN classification. METHODS Eighty-two features from demographic, beat-to-beat, biochemical, and inflammation were obtained from 204 people with diabetes and used in three machine-learning-classifiers, these are: support vector machine, decision tree, and random forest. All data were ensembled using a weighted mean of the features from each classifier. RESULTS The 10 most important features derived from the domains: Beat-to-beat, inflammation markers, disease-duration, and age. CONCLUSIONS Beat-to-beat measures associate with CAN as diagnosis is mainly based on cardiac reflex responses, disease-duration and age are also related to CAN development throughout disease progression. The inflammation markers may reflect the underlying disease process, and therefore, new treatment modalities targeting systemic low-grade inflammation should potentially be tested to prevent the development of CAN. SIGNIFICANCE Cardiac reflex responses should be monitored closely to diagnose and classify severity levels of CAN accurately. Standard clinical biochemical analytes, such as glycaemic level, lipidic level, or kidney function were not included in the ten most important features. Beat-to-beat measures accounted for approximately 60% of the features in the ensembled data.
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Affiliation(s)
- Rasmus Bach Nedergaard
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark.
| | - Matthew Scott
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark.
| | - Anne-Marie Wegeberg
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark; Thisted Research Unit, Aalborg University Hospital Thisted, Thisted, Denmark.
| | - Tina Okdahl
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark.
| | - Joachim Størling
- Department of Clinical Research, Steno Diabetes Center Copenhagen, Gentofte, Denmark.
| | - Birgitte Brock
- Department of Clinical Research, Steno Diabetes Center Copenhagen, Gentofte, Denmark.
| | - Asbjørn Mohr Drewes
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark; Thisted Research Unit, Aalborg University Hospital Thisted, Thisted, Denmark; Department of Clinical Medicine, Aalborg University, Aalborg, Denmark; Steno Diabetes Center Nordjylland, Aalborg, Denmark.
| | - Christina Brock
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark; Department of Clinical Medicine, Aalborg University, Aalborg, Denmark; Steno Diabetes Center Nordjylland, Aalborg, Denmark.
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Nattero-Chávez L, Bayona Cebada A, Fernández-Durán E, Quintero Tobar A, Dorado Avendaño B, Escobar-Morreale H, Luque-Ramírez M. "Arterial stiffness is not associated with changes in the circadian pattern of blood pressure in patients with type 1 diabetes mellitus and cardiovascular autonomic dysfunction". Diab Vasc Dis Res 2023; 20:14791641231173621. [PMID: 37184151 DOI: 10.1177/14791641231173621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/16/2023] Open
Abstract
INTRODUCTION Cardiovascular autonomic neuropathy (CAN) associates an abnormal circadian pattern in blood pressure (BP) regulation that might be aggravated by the coexistence of arterial stiffness. We aimed to evaluate the effect of arterial stiffness in the circadian rhythm of BP in patients with type 1 diabetes and CAN. METHODS Cross-sectional study including 56 consecutive patients with type 1 diabetes and CAN, with (n = 28) or without (n = 24) arterial stiffness as defined by an ankle-brachial index above 1.2. CAN was diagnosed by BP and heart rate responses to active standing and cardiovascular autonomic reflex tests. Absence of nocturnal decrease in BP-"non-dipping" pattern- was defined by a daytime to nighttime decrease in mean BP smaller than 10%. RESULTS The study's subjects mean age was 40 ± 11 years-old, their mean duration of diabetes was 22 ± 10 years, and their mean A1c was 7.9 ± 1.5%. A "non-dipping" pattern was observed in 28 patients (54%) regardless of the presence or absence of arterial stiffness. Age, waist circumference, body mass index, and A1c, were introduced as independent variables into a multiple regression analysis. The stepwise model (R2: 0.113, p = 0.016) retained only A1c levels (β: ‒ 0.333, 95% confidence interval [CI]: -3.10 to -0.33) as significant predictor of the percentage of nighttime decrease in mean BP. CONCLUSIONS A non-dipping pattern in BP is very common in patients with type 1 diabetes presenting with subclinical CAN and is associated with a poorer metabolic control. On the contrary, coexistence of arterial stiffness is not associated with abnormalities in circadian BP regulation.
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Affiliation(s)
- Lía Nattero-Chávez
- Department of Endocrinology and Nutrition, Hospital Universitario Ramón y Cajal, Madrid, Spain
- Grupo de Investigación en Diabetes, Obesidad y Reproducción Humana, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III, Madrid, Spain
- Universidad de Alcalá, Alcalá de Henares, Madrid, Spain
| | - Ane Bayona Cebada
- Department of Endocrinology and Nutrition, Hospital Universitario Ramón y Cajal, Madrid, Spain
- Grupo de Investigación en Diabetes, Obesidad y Reproducción Humana, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III, Madrid, Spain
| | - Elena Fernández-Durán
- Grupo de Investigación en Diabetes, Obesidad y Reproducción Humana, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III, Madrid, Spain
| | - Alejandra Quintero Tobar
- Grupo de Investigación en Diabetes, Obesidad y Reproducción Humana, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III, Madrid, Spain
| | - Beatriz Dorado Avendaño
- Department of Endocrinology and Nutrition, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Héctor Escobar-Morreale
- Department of Endocrinology and Nutrition, Hospital Universitario Ramón y Cajal, Madrid, Spain
- Grupo de Investigación en Diabetes, Obesidad y Reproducción Humana, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III, Madrid, Spain
- Universidad de Alcalá, Alcalá de Henares, Madrid, Spain
| | - Manuel Luque-Ramírez
- Department of Endocrinology and Nutrition, Hospital Universitario Ramón y Cajal, Madrid, Spain
- Grupo de Investigación en Diabetes, Obesidad y Reproducción Humana, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III, Madrid, Spain
- Universidad de Alcalá, Alcalá de Henares, Madrid, Spain
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Sauder KA, Glueck DH, Harrall KK, D'Agostino R, Dolan LM, Lane AD, Liese AD, Lustigova E, Malik FS, Marcovina S, Mayer‐Davis E, Mottl A, Pihoker C, Reynolds K, Shah AS, Urbina EM, Wagenknecht LE, Daniels SR, Dabelea D. Exploring Racial and Ethnic Differences in Arterial Stiffness Among Youth and Young Adults With Type 1 Diabetes. J Am Heart Assoc 2023; 12:e028529. [PMID: 36994741 PMCID: PMC10122883 DOI: 10.1161/jaha.122.028529] [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: 10/18/2022] [Accepted: 02/06/2023] [Indexed: 03/31/2023]
Abstract
Background We examined arterial stiffness in individuals with type 1 diabetes, and explored whether differences between Hispanic, non-Hispanic Black (NHB), and non-Hispanic White (NHW) individuals were attributable to modifiable clinical and social factors. Methods and Results Participants (n=1162; 22% Hispanic, 18% NHB, and 60% NHW) completed 2 to 3 research visits from ≈10 months to ≈11 years post type 1 diabetes diagnosis (mean ages of ≈9 to ≈20 years, respectively) providing data on socioeconomic factors, type 1 diabetes characteristics, cardiovascular risk factors, health behaviors, quality of clinical care, and perception of clinical care. Arterial stiffness (carotid-femoral pulse wave velocity [PWV], m/s) was measured at ≈20 years of age. We analyzed differences in PWV by race and ethnicity, then explored the individual and combined impact of the clinical and social factors on these differences. PWV did not differ between Hispanic (adjusted mean 6.18 [SE 0.12]) and NHW (6.04 [0.11]) participants after adjustment for cardiovascular risks (P=0.06) and socioeconomic factors (P=0.12), or between Hispanic and NHB participants (6.36 [0.12]) after adjustment for all factors (P=0.08). PWV was higher in NHB versus NHW participants in all models (all P<0.001). Adjustment for modifiable factors reduced the difference in PWV by 15% for Hispanic versus NHW participants; by 25% for Hispanic versus NHB; and by 21% for NHB versus NHW. Conclusions Cardiovascular and socioeconomic factors explain one-quarter of the racial and ethnic differences in PWV of young people with type 1 diabetes, but NHB individuals still experienced greater PWV. Exploration of pervasive inequities potentially driving these persistent differences is needed.
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Affiliation(s)
- Katherine A. Sauder
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) CenterUniversity of Colorado Anschutz Medical CampusAuroraCO
| | - Deborah H. Glueck
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) CenterUniversity of Colorado Anschutz Medical CampusAuroraCO
| | - Kylie K. Harrall
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) CenterUniversity of Colorado Anschutz Medical CampusAuroraCO
| | - Ralph D'Agostino
- Biostatistics and Data SciencesWake Forest University School of MedicineWinston‐SalemNC
| | - Lawrence M. Dolan
- Pediatrics, Cincinnati Children’s Hospital Medical Center Department of Pediatrics & The University of CincinnatiCincinnatiOH
| | - Abbi D. Lane
- Exercise ScienceUniversity of South Carolina Arnold School of Public HealthColumbiaSC
| | - Angela D. Liese
- Epidemiology and BiostatisticsUniversity of South Carolina Arnold School of Public HealthColumbiaSC
| | - Eva Lustigova
- Research & EvaluationKaiser Permanente Southern CaliforniaPasadenaCA
| | | | | | | | - Amy Mottl
- MedicineUniversity of North Carolina at Chapel HillChapel HillNC
| | | | - Kristi Reynolds
- Research & EvaluationKaiser Permanente Southern CaliforniaPasadenaCA
| | - Amy S. Shah
- Pediatrics, Cincinnati Children’s Hospital Medical Center Department of Pediatrics & The University of CincinnatiCincinnatiOH
| | - Elaine M. Urbina
- Pediatrics, Cincinnati Children’s Hospital Medical Center Department of Pediatrics & The University of CincinnatiCincinnatiOH
| | | | - Stephen R. Daniels
- PediatricsPediatrics, University of Colorado Anschutz Medical CampusAuroraCO
| | - Dana Dabelea
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) CenterUniversity of Colorado Anschutz Medical CampusAuroraCO
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Urbina EM, Isom S, Dabelea D, D’Agostino R, Daniels SR, Dolan LM, Imperatore G, Lustigova E, Marcovina S, Mottl A, Pihoker C, Shah AS. Association of Elevated Arterial Stiffness With Cardiac Target Organ Damage and Cardiac Autonomic Neuropathy in Young Adults With Diabetes: The SEARCH for Diabetes in Youth Study. Diabetes Care 2023; 46:786-793. [PMID: 36730642 PMCID: PMC10090911 DOI: 10.2337/dc22-1703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 01/09/2023] [Indexed: 02/04/2023]
Abstract
OBJECTIVE Adults with diabetes are at risk for cardiovascular (CV) events, possibly due to increased arterial stiffness (AS) and cardiac autonomic neuropathy (CAN). We sought to determine whether 1) AS is associated with cardiac target organ damage in young adults with youth-onset diabetes, 2) whether CAN is associated with AS, as one possible etiology for increased AS in this cohort, and 3) whether these relationships differ by type of diabetes. RESEARCH DESIGN AND METHODS Participants from the SEARCH for Diabetes in Youth Study (type 1 diabetes [T1D], n = 222; type 2 diabetes [T2D], n = 177; mean age 23 years) had clinical, echocardiographic, AS, and CAN assessed. Linear regression was performed to determine whether AS was associated with cardiac changes and CAN and whether relationships differed by diabetes type. RESULTS AS was significantly associated with cardiac structure (left ventricular mass index, P < 0.0001), systolic function (ejection fraction, P = 0.03) and diastolic function (transmitral peak early [E]/atrial [A] wave velocities ratio, P = 0.008; early [e']/atrial [a'] waves, P = 0.02) after adjustments for CV risk factors. The association between AS and CAN was not significant when other important covariates were added. These relationships were mostly similar in both T1D and T2D. CONCLUSIONS AS is associated with cardiac changes in young adults with diabetes. CAN-induced AS does not appear to be an etiology for cardiac abnormalities in this cohort.
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Affiliation(s)
- Elaine M. Urbina
- Department of Pediatrics, Cincinnati Children’s Hospital Medical Center and University of Cincinnati, Cincinnati, OH
| | - Scott Isom
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, NC
| | - Dana Dabelea
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus (CU-Anschutz), Aurora, CO
| | - Ralph D’Agostino
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, NC
| | - Stephen R. Daniels
- Department of Pediatrics, University of Colorado Anschutz Medical Campus (CU-Anschutz), Aurora, CO
| | - Lawrence M. Dolan
- Department of Pediatrics, Cincinnati Children’s Hospital Medical Center and University of Cincinnati, Cincinnati, OH
| | - Giuseppina Imperatore
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA
| | - Eva Lustigova
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | | | - Amy Mottl
- Division of Nephrology and Hypertension, University of North Carolina School of Medicine, Chapel Hill, NC
| | | | - Amy S. Shah
- Department of Pediatrics, Cincinnati Children’s Hospital Medical Center and University of Cincinnati, Cincinnati, OH
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Beros A, Sluyter J, Scragg RKR. Association of arterial stiffness and neuropathy in diabetes: a systematic review and meta-analysis. BMJ Open Diabetes Res Care 2023; 11:e003140. [PMID: 36746528 PMCID: PMC9906264 DOI: 10.1136/bmjdrc-2022-003140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 01/08/2023] [Indexed: 02/08/2023] Open
Abstract
Evidence is still emerging on the relationships of arterial stiffness with cardiac autonomic neuropathy (CAN) and peripheral neuropathy (PN). To our knowledge no systematic reviews or meta-analyses of these associations have been published. The purpose of our review was to assess the association of arterial stiffness with each type of neuropathy. Medline and Embase were systematically searched for observational studies of arterial stiffness and neuropathy.The systematic review of 60 studies (25 for CAN and 37 for PN), 59 including people with diabetes, showed arterial stiffness overall was higher in people with neuropathy than people without neuropathy. Forty-three studies were included in the meta-analysis. For CAN (19 studies), arterial stiffness was increased in people with neuropathy compared with without, as measured by pulse wave velocity (PWV) (mean difference: 1.32 m/s, 95% CI 0.82 to 1.81, p<0.00001), pulse pressure (PP) (mean difference: 6.25 mmHg, 95% CI 4.51 to 7.99, p<0.00001) or augmentation index (mean difference: 5.52%, 95% CI 3.46 to 7.58, p<0.0001). For PN (26 studies), arterial stiffness was increased in people with neuropathy compared with those without, as measured by PWV (mean difference: 1.22 m/s, 95% CI 0.87 to 1.58, p<0.00001) or PP (mean difference: 4.59 mmHg, 95% CI 2.96 to 6.22, p<0.00001). Only two cohort studies were located so the temporality of the association between arterial stiffness and neuropathy remains unclear. Increased arterial stiffness is associated with CAN and PN.PROSPERO registration number: CRD42019129563.
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Affiliation(s)
- Angela Beros
- School of Population Health, University of Auckland, The University of Auckland Faculty of Medical and Health Sciences, Auckland, New Zealand
| | - John Sluyter
- School of Population Health, University of Auckland, The University of Auckland Faculty of Medical and Health Sciences, Auckland, New Zealand
| | - Robert Keith Rhodes Scragg
- School of Population Health, University of Auckland, The University of Auckland Faculty of Medical and Health Sciences, Auckland, New Zealand
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8
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Schäfer M, Browne LP, Truong U, Bjornstad P, Tell S, Snell-Bergeon J, Baumgartner A, Hunter KS, Reusch JEB, Barker AJ, Nadeau KJ, Schauer IE. Bromocriptine Improves Central Aortic Stiffness in Adolescents With Type 1 Diabetes: Arterial Health Results From the BCQR-T1D Study. Hypertension 2023; 80:482-491. [PMID: 36472197 PMCID: PMC9852005 DOI: 10.1161/hypertensionaha.122.19547] [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: 04/14/2022] [Accepted: 10/09/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND The presence of vascular dysfunction is a well-recognized feature in youth with type 1 diabetes (T1D), accentuating their lifetime risk of cardiovascular events. Therapeutic strategies to mitigate vascular dysfunction are a high clinical priority. In the bromocriptine quick release T1D study (BCQR-T1D), we tested the hypothesis that BCQR would improve vascular health in youth with T1D. METHODS BCQR-T1D was a placebo-controlled, random-order, double-blinded, cross-over study investigating the cardiovascular and metabolic impact of BCQR in T1D. Adolescents in the BCQR-T1D study were randomized 1:1 to phase-1: 4 weeks of BCQR or placebo after which blood pressure and central aortic stiffness measurements by pulse wave velocity, relative area change, and distensibility from phase-contrast magnetic resonance imaging were performed. Following a 4-week washout period, phase 2 was performed in identical fashion with the alternate treatment. RESULTS Thirty-four adolescents (mean age 15.9±2.6 years, hemoglobin A1c 8.6±1.1%, body mass index percentile 71.4±26.1, median T1D duration 5.8 years) with T1D were enrolled and had magnetic resonance imaging data available. Compared with placebo, BCQR therapy decreased systolic (∆=-5 mmHg [95% CI, -3 to -7]; P<0.001) and diastolic blood pressure (∆=-2 mmHg [95% CI, -4 to 0]; P=0.039). BCQR reduced ascending aortic pulse wave velocity (∆=-0.4 m/s; P=0.018) and increased relative area change (∆=-2.6%, P=0.083) and distensibility (∆=0.08%/mmHg; P=0.017). In the thoraco-abdominal aorta, BCQR decreased pulse wave velocity (∆=-0.2 m/s; P=0.007) and increased distensibility (∆=0.05 %/mmHg; P=0.013). CONCLUSIONS BCQR improved blood pressure and central and peripheral aortic stiffness and pressure hemodynamics in adolescents with T1D over 4 weeks versus placebo. BCQR may improve aortic stiffness in youth with T1D, supporting future longer-term studies.
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Affiliation(s)
- Michal Schäfer
- Division of Pediatric Cardiology, Department of Pediatrics, University of Colorado – School of Medicine, Aurora, CO
| | - Lorna P. Browne
- Department of Radiology, University of Colorado – School of Medicine, Aurora, CO
| | - Uyen Truong
- Department of Cardiology, Children’s Hospital of Richmond at Virginia Commonwealth University
| | - Petter Bjornstad
- Section of Pediatric Endocrinology, Department of Pediatrics, University of Colorado – School of Medicine, Aurora, CO
| | - Shoshana Tell
- Section of Pediatric Endocrinology, Department of Pediatrics, University of Colorado – School of Medicine, Aurora, CO
| | - Janet Snell-Bergeon
- Barbara Davis Center, Department of Medicine, University of Colorado – School of Medicine, Aurora, CO
| | - Amy Baumgartner
- Section of Pediatric Endocrinology, Department of Pediatrics, University of Colorado – School of Medicine, Aurora, CO
| | - Kendall S. Hunter
- Department of Bioengineering, University of Colorado Denver | Anschutz Medical Campus, CO
| | - Jane E. B. Reusch
- Section of Endocrinology, Rocky Mountain Regional VAMC, Aurora, CO
- Division of Endocrinology, Department of Medicine, University of Colorado – School of Medicine, Aurora, CO
- Center for Women’s Health Research, University of Colorado – School of Medicine, Aurora, CO
| | - Alex J. Barker
- Department of Radiology, University of Colorado – School of Medicine, Aurora, CO
- Department of Bioengineering, University of Colorado Denver | Anschutz Medical Campus, CO
| | - Kristen J. Nadeau
- Section of Pediatric Endocrinology, Department of Pediatrics, University of Colorado – School of Medicine, Aurora, CO
| | - Irene E. Schauer
- Section of Endocrinology, Rocky Mountain Regional VAMC, Aurora, CO
- Division of Endocrinology, Department of Medicine, University of Colorado – School of Medicine, Aurora, CO
- Center for Women’s Health Research, University of Colorado – School of Medicine, Aurora, CO
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9
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Kase M, Iijima T, Niitani T, Sagara M, Sakurai S, Tomaru T, Jojima T, Usui I, Aso Y. Relationship between reduced heart rate variability and increased arterial stiffness evaluated by the cardio-ankle vascular index in people with type 2 diabetes. Diabetol Int 2023; 14:94-102. [PMID: 36636156 PMCID: PMC9829940 DOI: 10.1007/s13340-022-00604-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Accepted: 09/21/2022] [Indexed: 02/01/2023]
Abstract
Objective Cardiac autonomic neuropathy (CAN) is an independent risk factor for cardiovascular mortality and also is associated with a high risk of lethal arrhythmias and sudden death in people with type 1 or 2 diabetes. Heart rate variability (HRV) is an index of cardiac autonomic function. To investigate the relationship between HRV and arterial stiffness evaluated by the cardio-ankle vascular index (CAVI), a relatively new marker for arterial stiffness and a predictor of cardiovascular disease, in patients with type 2 diabetes. Materials and methods We studied consecutive 313 patients with type 2 diabetes in a cross-sectional design. HRV was estimated by the coefficient of variation of 100 R-R intervals (CVR-R) at rest and during deep breathing (DB). The difference in CVR-R was defined as CVR-R during DB minus CVR-R at rest. Arterial stiffness was evaluated by CAVI, which is independent of blood pressure (BP). A CAVI greater than or equal to 9.0 was defined as significant arterial stiffening. Results Linear regression analysis showed that CAVI correlated positively with age, duration of diabetes, urinary albumin creatinine ratio (UACR), CVR-R during DB, and the difference in CVR-R and negatively with body mass index (BMI), estimated glomerular filtration rate, and sensory nerve conduction velocity and action potential of the sural nerve. Multivariate analysis found that age, BMI, systolic blood pressure, UACR, and CVR-R during DB were independently associated with arterial stiffness determined by CAVI. The CVR-R at rest and during deep breathing was significantly lower in the patients with arterial stiffness than in those without it. Conclusion Low HRV estimated by CVR-R during DB is closely associated with arterial stiffness measured by CAVI in people with type 2 diabetes, suggesting that arterial stiffness associated with CAN may be an independent risk factor for cardiovascular disease in people with type 2 diabetes. Supplementary Information The online version contains supplementary material available at 10.1007/s13340-022-00604-y.
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Affiliation(s)
- Masato Kase
- Department of Endocrinology and Metabolism, Dokkyo Medical University, Mibu, Tochigi Japan
| | - Toshie Iijima
- Department of Endocrinology and Metabolism, Dokkyo Medical University, Mibu, Tochigi Japan
| | - Takafumi Niitani
- Department of Endocrinology and Metabolism, Dokkyo Medical University, Mibu, Tochigi Japan
| | - Masaaki Sagara
- Department of Endocrinology and Metabolism, Dokkyo Medical University, Mibu, Tochigi Japan
| | - Shintaro Sakurai
- Department of Endocrinology and Metabolism, Dokkyo Medical University, Mibu, Tochigi Japan
| | - Takuya Tomaru
- Department of Endocrinology and Metabolism, Dokkyo Medical University, Mibu, Tochigi Japan
| | - Teruo Jojima
- Department of Endocrinology and Metabolism, Dokkyo Medical University, Mibu, Tochigi Japan
| | - Isao Usui
- Department of Endocrinology and Metabolism, Dokkyo Medical University, Mibu, Tochigi Japan
| | - Yoshimasa Aso
- Department of Endocrinology and Metabolism, Dokkyo Medical University, Mibu, Tochigi Japan
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10
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Shah AS, Isom S, D’Agostino R, Dolan LM, Dabelea D, Imperatore G, Mottl A, Lustigova E, Pihoker C, Marcovina S, Urbina EM. Longitudinal Changes in Arterial Stiffness and Heart Rate Variability in Youth-Onset Type 1 Versus Type 2 Diabetes: The SEARCH for Diabetes in Youth Study. Diabetes Care 2022; 45:1647-1656. [PMID: 35667385 PMCID: PMC9274217 DOI: 10.2337/dc21-2426] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Accepted: 03/02/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE We compared arterial stiffness and heart rate variability (HRV) over time by diabetes type and determined the risk factors associated with worsening arterial stiffness and HRV in young adults with youth-onset diabetes. RESEARCH DESIGN AND METHODS Arterial stiffness (pulse wave velocity, augmentation index) and six indices of heart rate variability were measured twice, 4.5 years apart, among participants with either youth-onset type 1 or type 2 diabetes in the SEARCH for Diabetes in Youth study. Multivariable linear regression models were used to assess risk factors associated with arterial stiffness and HRV at follow-up. RESULTS Of 1,159 participants studied, 949 had type 1 diabetes (mean age 17.1 ± 4.7 years, 60.3% non-Hispanic White, 55% female) and 210 had type 2 diabetes (mean age 22.1 ± 3.5 years, 23.8% non-Hispanic White, 71% female) at initial assessment when diabetes duration was 7.9 years (both groups). Participants with type 2 versus type 1 diabetes had greater arterial stiffness and more abnormalities in HRV at initial and follow-up assessment and a greater change over time (all P < 0.05). Risk factors associated with worse arterial stiffness and HRV at follow-up in both types of diabetes included higher blood pressure, hemoglobin A1c, waist circumference, and triglycerides over time and longer diabetes duration. CONCLUSIONS Arterial stiffness and HRV worsened over time with greater changes among participants with type 2 versus type 1 diabetes and among those with features of the metabolic syndrome. The risk factor profile documents potentially modifiable pathways to prevent or limit cardiovascular complications in young adults with youth-onset diabetes.
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Affiliation(s)
- Amy S. Shah
- Department of Pediatrics, Cincinnati Children’s Hospital Medical Center and The University of Cincinnati, Cincinnati, OH
| | - Scott Isom
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, NC
| | - Ralph D’Agostino
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, NC
| | - Lawrence M. Dolan
- Department of Pediatrics, Cincinnati Children’s Hospital Medical Center and The University of Cincinnati, Cincinnati, OH
| | - Dana Dabelea
- Lifecourse Epidemiology of Adiposity and Diabetes Center, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Giuseppina Imperatore
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA
| | - Amy Mottl
- Division of Nephrology and Hypertension, University of North Carolina School of Medicine, Chapel Hill, NC
| | - Eva Lustigova
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | | | | | - Elaine M. Urbina
- Department of Pediatrics, Cincinnati Children’s Hospital Medical Center and The University of Cincinnati, Cincinnati, OH
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11
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Redel JM, DiFrancesco M, Lee GR, Ziv A, Dolan LM, Brady CC, Shah AS. Cerebral blood flow is lower in youth with type 2 diabetes compared to obese controls: A pilot study. Pediatr Diabetes 2022; 23:291-300. [PMID: 35001473 DOI: 10.1111/pedi.13313] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 12/15/2021] [Accepted: 01/03/2022] [Indexed: 11/30/2022] Open
Abstract
AIM The cerebral vasculature may be susceptible to the adverse effects of type 2 diabetes. In this pilot study, we compared cerebral blood flow (CBF) in youth with type 2 diabetes to obese, euglycemic controls, and explored the association between CBF and a non-invasive measure of atherosclerosis, carotid intima-medial thickness (IMT). METHODS Global and regional CBF were compared between youth with type 2 diabetes (mean age 16.7 ± 2.0 years, n = 20) and age, race, and sex similar obese youth without diabetes (17.4 ± 1.9 years, n = 19) using arterial spin labeling magnetic resonance imaging. Mean CBF values were compared between groups. Voxel-wise results were evaluated for statistical significance (p < 0.05) after adjustment for multiple comparisons. Carotid IMT in the type 2 diabetes group was correlated with CBF. RESULTS Compared to obese controls, the type 2 diabetes group had significantly lower global CBF (49.7 ± 7.2 vs. 63.8 ± 11.5 ml/gm/min, p < 0.001). Significantly lower CBF was observed in multiple brain regions for the type 2 diabetes group, while no regions with higher CBF were identified. In the type 2 diabetes group, carotid IMT was inversely correlated with CBF, both globally (r = -0.70, p = 0.002) and in regional clusters. CONCLUSIONS In this pilot study, lower CBF was seen in youth with type 2 diabetes compared to youth with obesity and IMT was inversely correlated with CBF. Cerebrovascular impairment may be present in youth with type 2 diabetes. These findings could represent a mechanistic link to explain previously reported brain volume and neurocognitive differences.
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Affiliation(s)
- Jacob M Redel
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA.,Division of Endocrinology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.,Department of Pediatrics, University of Missouri-Kansas City School of Medicine, Kansas City, Missouri, USA.,Division of Endocrinology, Children's Mercy Hospital, Kansas City, Missouri, USA
| | - Mark DiFrancesco
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA.,Imaging Research Center, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Gregory R Lee
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA.,Imaging Research Center, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Adi Ziv
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA.,Division of Adolescent Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Adolescent Medicine Unit, Department of Day Care Hospitalization, Schneider Children's Hospital Medical Center of Israel, Petah Tikva, Israel
| | - Lawrence M Dolan
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA.,Division of Endocrinology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Cassandra C Brady
- Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, Tennessee, USA.,Division of Endocrinology and Diabetes, Monroe Carell Jr. Children's Hospital at Vanderbilt, Nashville, Tennessee, USA
| | - Amy S Shah
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA.,Division of Endocrinology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
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12
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Pincu Y, Tryggestad JB, Teague AM, Short KR. The effect of a high fat meal on heart rate variability and arterial stiffness in adolescents with or without type 1 diabetes. J Diabetes Complications 2022; 36:108130. [PMID: 35067450 DOI: 10.1016/j.jdiacomp.2022.108130] [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: 01/04/2021] [Revised: 01/07/2022] [Accepted: 01/09/2022] [Indexed: 10/19/2022]
Abstract
AIM Type 1 diabetes (T1D) is associated with increased arterial stiffness and cardiac autonomic neuropathy. We tested whether those variables are acutely affected by a high fat meal (HFM). METHODS Responses to a HFM were measured in adolescents with T1D (N = 14) or without T1D (Control, N = 21). Heart rate variability (HRV), arterial stiffness, blood pressure (BP), and energy expenditure (EE) were measured before (baseline) and four times over 180 min postprandially. RESULTS T1D had higher blood glucose and insulin, but the suppression of fatty acids (~40%) and rise in triglycerides (~60%) were similar between groups. T1D had 9% higher EE, but postprandial increase in EE was similar to Controls. T1D had ~7 to 24% lower baseline HRV but a similar postprandial decline of ~8 to 25% as Controls. Both groups had a similar 2 to 5% increase in BP after the meal. Rate pressure product increased postprandially in both groups and was higher in T1D. Pulsewave velocity and augmentation index did not differ between groups or change postprandially. CONCLUSION Adolescents with T1D have evidence of cardiac autonomic dysfunction and increased EE, but those variables, along with arterial stiffness, are not acutely made worse by a HFM.
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Affiliation(s)
- Yair Pincu
- Health and Exercise Science, University of Oklahoma, Norman, OK 73019, United States of America; Harold Hamm Diabetes Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, United States of America
| | - Jeanie B Tryggestad
- Section of Diabetes & Endocrinology, Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, United States of America; Harold Hamm Diabetes Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, United States of America
| | - April M Teague
- Section of Diabetes & Endocrinology, Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, United States of America; Harold Hamm Diabetes Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, United States of America
| | - Kevin R Short
- Section of Diabetes & Endocrinology, Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, United States of America; Harold Hamm Diabetes Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, United States of America.
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13
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Powell AW, Urbina EM, Madueme P, Rotz S, Chin C, Taylor MD, Mays WA, Davies SM, Lane A, Berger S, Jodele S, Dandoy CE, Ryan TD. Abnormal maximal and submaximal cardiopulmonary exercise capacity in pediatric stem cell transplant recipients despite normal standard echocardiographic parameters: a pilot study. Transplant Cell Ther 2022; 28:263.e1-263.e5. [PMID: 35219851 DOI: 10.1016/j.jtct.2022.02.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 02/10/2022] [Accepted: 02/20/2022] [Indexed: 12/01/2022]
Abstract
BACKGROUND Left ventricular systolic dysfunction is a known complication of stem cell transplant (SCT). There has been minimal research to determine if subclinical cardiac dysfunction exists in SCT patients utilizing tools other than standard echocardiography, such as maximal and submaximal effort cardiopulmonary exercise testing (CPET) and vascular function studies. OBJECTIVE The objective of this study was to determine the rate of subclinical cardiac dysfunction in patients with normal ejection fraction after SCT, identified by abnormal values by CPET, tissue-Doppler imaging, and arterial stiffness measurements and to further describe submaximal exercise test measures in this population. STUDY DESIGN A prospective cohort study of SCT survivors who were at least three years post-SCT without prior anthracycline or radiation exposure and with preserved systolic function (LV ejection fraction > 50%) was performed to evaluate for abnormalities in exercise, vascular function, and diastolic function in an effort to detect subclinical dysfunction in SCT patients. RESULTS There were 11 patients (12.4±3.8-years-old) included in the study. No patients had diastolic dysfunction. All patients completed a maximal effort exercise test, and 73% (8/11) had abnormal peak oxygen consumption (VO2peak), which is a measure of aerobic fitness. However, during submaximal effort CPET, 45% (5/11) had an abnormal VO2 at anaerobic threshold (i.e. the point in exercise where aerobic transitions to anaerobic metabolism and fatigue starts), and 64% (7/11) had an abnormal oxygen uptake efficiency slope (a measure that relates VO2peak to total ventilation). 86% (6/7) of the patients with an abnormal oxygen uptake efficiency slope ultimately had an abnormal VO2peak. There were no vascular function abnormalities. CONCLUSION Pediatric survivors of SCT often have abnormal maximal and submaximal exercise capacity without vascular or cardiac dysfunction.
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Affiliation(s)
- Adam W Powell
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH; The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH.
| | - Elaine M Urbina
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH; The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Peace Madueme
- The Division of Pediatric Cardiology, Nemours Children's Hospital, Orlando, FL
| | - Seth Rotz
- The Division of Hematology, Oncology, and Blood and Marrow Transplantation, Cleveland Clinic, Cleveland, OH
| | - Clifford Chin
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH; The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Michael D Taylor
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH; The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Wayne A Mays
- The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Stella M Davies
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH; The Division of Bone Marrow Transplantation, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Adam Lane
- The Division of Bone Marrow Transplantation, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Suzanne Berger
- The Division of Bone Marrow Transplantation, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Sonata Jodele
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH; The Division of Bone Marrow Transplantation, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Christopher E Dandoy
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH; The Division of Bone Marrow Transplantation, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
| | - Thomas D Ryan
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH; The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
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14
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Shah AS, El Ghormli L, Gidding SS, Hughan KS, Levitt Katz LE, Koren D, Tryggestad JB, Bacha F, Braffett BH, Arslanian S, Urbina EM. Longitudinal changes in vascular stiffness and heart rate variability among young adults with youth-onset type 2 diabetes: results from the follow-up observational treatment options for type 2 diabetes in adolescents and youth (TODAY) study. Acta Diabetol 2022; 59:197-205. [PMID: 34542729 PMCID: PMC8844143 DOI: 10.1007/s00592-021-01796-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 08/30/2021] [Indexed: 02/07/2023]
Abstract
AIMS (1) To describe changes in arterial stiffness and heart rate variability (HRV) over a 5-year interval, (2) examine changes by sex and race-ethnicity, and (3) evaluate the risk factors associated with the longitudinal changes in arterial stiffness and HRV. METHODS Participants with youth-onset type 2 diabetes enrolled in the observational follow-up phase of the Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY) clinical trial had arterial stiffness [(pulse wave velocity, augmentation index, brachial distensibility] and six indices of HRV measured 5 years apart. Multivariable linear regression models assessed risk factors associated with changes in the outcomes over time. RESULTS At initial vascular assessment, the 304 participants were a mean age of 21 years, 34% male, and had a mean diabetes duration of 8 years. In more than half the cohort pulse wave velocity, augmentation index and HRV increased over 5 years (p<0.01). Brachial distensibility did not change. There were no differences in the 5-year change by race/ethnicity except for a single HRV measure, where non-Hispanic Blacks had greater worsening of parasympathetic function compared to non-Hispanic Whites, p = 0.008. Blood pressure was related to greater worsening in augmentation index and pulse wave velocity. Higher hemoglobin A1c over time was related to worsening pulse wave velocity and HRV. CONCLUSIONS Arterial stiffness and HRV worsened over 5 years. Blood pressure and glycemic control may be potential targets to influence adverse changes in arterial stiffness and HRV in young adults with youth-onset type 2 diabetes. TRIAL REGISTRATION ClinicalTrials.gov NCT00081328.
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Affiliation(s)
- Amy S Shah
- Cincinnati Children's Hospital Medical Center & University of Cincinnati, Cincinnati, OH, USA
| | - Laure El Ghormli
- George Washington University Biostatistics Center, 6110 Executive Boulevard, Suite 750, Rockville, MD, 20852, USA.
| | - Samuel S Gidding
- Nemours Cardiac Center, Alfred I. DuPont Hospital for Children, Wilmington, DE, USA
| | - Kara S Hughan
- University of Pittsburgh, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, USA
| | | | - Dorit Koren
- Massachusetts General Hospital, Boston, MA, USA
| | | | - Fida Bacha
- Children's Nutrition Research Center, Texas Children's Hospital, Baylor College of Medicine, Houston, TX, USA
| | - Barbara H Braffett
- George Washington University Biostatistics Center, 6110 Executive Boulevard, Suite 750, Rockville, MD, 20852, USA
| | - Silva Arslanian
- University of Pittsburgh, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, USA
| | - Elaine M Urbina
- Cincinnati Children's Hospital Medical Center & University of Cincinnati, Cincinnati, OH, USA
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15
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Marshall ZA, Mackintosh KA, Gregory JW, McNarry MA. Using compositional analysis to explore the relationship between physical activity and cardiovascular health in children and adolescents with and without type 1 diabetes. Pediatr Diabetes 2022; 23:115-125. [PMID: 34780103 DOI: 10.1111/pedi.13288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 10/06/2021] [Accepted: 10/18/2021] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE The aim of this study was to use a compositional analysis approach to account for the inherent co-dependencies between behaviors and to explore how daily movement behaviors influence cardiovascular health in children with and without T1D. RESEARCH DESIGN AND METHODS Augmentation index, pulse wave velocity (PWV) and heart rate variability were measured in 20 children with (11.9 ± 1.6 years) and 17 children without T1D (11.6 ± 2.2 years). Subsequently, physical activity and sleep were assessed at 20 Hz for 28 consecutive days using a wrist-worn accelerometer. Compositional analyses were utilized to explore the relative effects of each movement behavior and the overall movement complex on cardiovascular parameters, with predictive modeling used to explore the effects of reallocating 20 min between behaviors. RESULTS Arterial stiffness markers were most influenced by the total movement composition, whereas autonomic function was most influenced by sedentary time and sleep relative to all other behaviors. Reallocation of time from moderate-to-vigorous physical activity (MVPA) to any other behavior was predicted to negatively affect all cardiovascular measures, independent of disease status, whereas reallocating time to MVPA was consistently predicted to improve all outcome measures. Additionally, the same intensity of physical activity appeared to be more potent for cardiovascular health in T1D children compared to nondiabetic peers. CONCLUSIONS Intensity, rather than volume, of physical activity may be key in reducing risk of premature adverse changes in cardiovascular health, whereas increasing time in MVPA could potentially the slow progression of cardiovascular aging in children with diabetes.
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Affiliation(s)
- Zoë A Marshall
- Applied Sports, Technology, Exercise and Medicine (A-STEM) Research Centre, Swansea University, Swansea, Wales, UK
| | - Kelly A Mackintosh
- Applied Sports, Technology, Exercise and Medicine (A-STEM) Research Centre, Swansea University, Swansea, Wales, UK
| | - John W Gregory
- Division of Population Medicine, School of Medicine, Cardiff University, Cardiff, Wales, UK
| | - Melitta A McNarry
- Applied Sports, Technology, Exercise and Medicine (A-STEM) Research Centre, Swansea University, Swansea, Wales, UK
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16
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Kahkoska AR, Pokaprakarn T, Alexander GR, Crume TL, Dabelea D, Divers J, Dolan LM, Jensen ET, Lawrence JM, Marcovina S, Mottl AK, Pihoker C, Saydah SH, Kosorok MR, Mayer-Davis EJ. The Impact of Racial and Ethnic Health Disparities in Diabetes Management on Clinical Outcomes: A Reinforcement Learning Analysis of Health Inequity Among Youth and Young Adults in the SEARCH for Diabetes in Youth Study. Diabetes Care 2022; 45:108-118. [PMID: 34728528 PMCID: PMC8753766 DOI: 10.2337/dc21-0496] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 09/30/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To estimate difference in population-level glycemic control and the emergence of diabetes complications given a theoretical scenario in which non-White youth and young adults (YYA) with type 1 diabetes (T1D) receive and follow an equivalent distribution of diabetes treatment regimens as non-Hispanic White YYA. RESEARCH DESIGN AND METHODS Longitudinal data from YYA diagnosed 2002-2005 in the SEARCH for Diabetes in Youth Study were analyzed. Based on self-reported race/ethnicity, YYA were classified as non-White race or Hispanic ethnicity (non-White subgroup) versus non-Hispanic White race (White subgroup). In the White versus non-White subgroups, the propensity score models estimated treatment regimens, including patterns of insulin modality, self-monitored glucose frequency, and continuous glucose monitoring use. An analysis based on policy evaluation techniques in reinforcement learning estimated the effect of each treatment regimen on mean hemoglobin A1c (HbA1c) and the prevalence of diabetes complications for non-White YYA. RESULTS The study included 978 YYA. The sample was 47.5% female and 77.5% non-Hispanic White, with a mean age of 12.8 ± 2.4 years at diagnosis. The estimated population mean of longitudinal average HbA1c over visits was 9.2% and 8.2% for the non-White and White subgroup, respectively (difference of 0.9%). Within the non-White subgroup, mean HbA1c across visits was estimated to decrease by 0.33% (95% CI -0.45, -0.21) if these YYA received the distribution of diabetes treatment regimens of the White subgroup, explaining ∼35% of the estimated difference between the two subgroups. The non-White subgroup was also estimated to have a lower risk of developing diabetic retinopathy, diabetic kidney disease, and peripheral neuropathy with the White youth treatment regimen distribution (P < 0.05), although the low proportion of YYA who developed complications limited statistical power for risk estimations. CONCLUSIONS Mathematically modeling an equalized distribution of T1D self-management tools and technology accounted for part of but not all disparities in glycemic control between non-White and White YYA, underscoring the complexity of race and ethnicity-based health inequity.
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Affiliation(s)
- Anna R. Kahkoska
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Teeranan Pokaprakarn
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - G. Rumay Alexander
- School of Nursing, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Tessa L. Crume
- Department of Epidemiology, Colorado School of Public Health, Aurora, CO
| | - Dana Dabelea
- Department of Epidemiology, Colorado School of Public Health, Aurora, CO
- Department of Pediatrics, School of Medicine, University of Colorado, Aurora, CO
| | - Jasmin Divers
- Division of Health Services Research, Department of Foundations of Medicine, NYU Long Island School of Medicine, Mineola, NY
| | - Lawrence M. Dolan
- Division of Endocrinology, Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH
| | - Elizabeth T. Jensen
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, NC
| | - Jean M. Lawrence
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Santica Marcovina
- Department of Medicine, Northwest Lipid Metabolism and Diabetes Research Laboratories, University of Washington, Seattle, WA
| | - Amy K. Mottl
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | | | - Sharon H. Saydah
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA
| | - Michael R. Kosorok
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Statistics and Operations Research, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Elizabeth J. Mayer-Davis
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
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17
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Angarten V, Melo X, Pinto R, Santos V, Marôco JL, Fernhall B, Santa-Clara H. Acute effects of exercise on cardiac autonomic function and arterial stiffness in patients with stable coronary artery disease. SCAND CARDIOVASC J 2021; 55:371-378. [PMID: 34704517 DOI: 10.1080/14017431.2021.1995037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Objectives. To examine the acute effect of a maximal aerobic exercise effort on aortic, peripheral arterial stiffness and cardiovagal modulation of trained and untrained patients with coronary artery disease (CAD). Design. Cross-sectional study. Methods. Eighteen untrained patients with CAD, 18 trained patients with CAD, and 18 apparently healthy trained subjects were sampled and matched for age and body mass index. Aortic and peripheral stiffness were measured by applanation tonometry estimates of carotid-femoral (cfPWV), carotid-radial (crPWV), and carotid-dorsalis pedis pulse wave velocity (cdPWV), respectively. Cardiovagal modulation was assessed by heart-rate variability (HRV) indices including the standard deviation of normal-to-normal RR intervals (SDNN), root-mean-square of successive differences (RMSSD), and the high-frequency power band (HF). cfPWV, crPWV, cdPWV, and HRV indices were measured at rest, 10 and 30 min following a maximal cardiopulmonary exercise test on a cycle ergometer. Results. No differences were observed between groups at rest nor over time in indices of HRV, cfPWV and cdPWV. Still, main effects of time were observed in cfPWV (p < .001; ɳ2 = 0.313) and cdPWV (p = .003, ɳ2 = 0.111), RMSSD (p < .001, ɳ2 = 0.352), HF (p < .001, ɳ2 = 0.265) and LF/HF (p = .001, ɳ2 = 0.239), as cdPWV, RMSSD, and HF were reduced 10 min following exercise, whereas cfPWV and LF/HF were increased. Changes in cPP were associated with changes in HRV from rest to min 10 (HF, r = 0.302), and to min 30 (HF, r = 0.377; SDNN, r = 0.357; RMSSD, r = 0.429). Conclusion. Training level and CAD do not seem to influence arterial stiffness and cardiac autonomic responses to maximal exercise.
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Affiliation(s)
- Vitor Angarten
- Faculdade de Motricidade Humana, Centro Interdisciplinar de Estudo da Performance Humana, Universidade de Lisboa, CIPER, Lisboa, Portugal
| | - Xavier Melo
- Faculdade de Motricidade Humana, Centro Interdisciplinar de Estudo da Performance Humana, Universidade de Lisboa, CIPER, Lisboa, Portugal.,Departamento de Investigação e Desenvolvimento, GCP Lab, Ginásio Clube Português, Lisboa, Portugal
| | - Rita Pinto
- Faculdade de Motricidade Humana, Centro Interdisciplinar de Estudo da Performance Humana, Universidade de Lisboa, CIPER, Lisboa, Portugal.,Faculdade de Medicina, Universidade de Lisboa, Exercise and Cardiovascular Rehabilitation Laboratory, Centro Cardiovascular da Universidade de Lisboa (CCUL), Lisboa, Portugal
| | - Vanessa Santos
- Faculdade de Motricidade Humana, Centro Interdisciplinar de Estudo da Performance Humana, Universidade de Lisboa, CIPER, Lisboa, Portugal
| | - João Luís Marôco
- Faculdade de Motricidade Humana, Centro Interdisciplinar de Estudo da Performance Humana, Universidade de Lisboa, CIPER, Lisboa, Portugal.,Departamento de Investigação e Desenvolvimento, GCP Lab, Ginásio Clube Português, Lisboa, Portugal
| | - Bo Fernhall
- College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, USA
| | - Helena Santa-Clara
- Faculdade de Motricidade Humana, Centro Interdisciplinar de Estudo da Performance Humana, Universidade de Lisboa, CIPER, Lisboa, Portugal
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18
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Marshall ZA, Mackintosh KA, Lewis MJ, Ellins EA, McNarry MA. Association of physical activity metrics with indicators of cardiovascular function and control in children with and without type 1 diabetes. Pediatr Diabetes 2021; 22:320-328. [PMID: 33215796 DOI: 10.1111/pedi.13159] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 10/22/2020] [Accepted: 11/11/2020] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVE Little is known about the role of physical activity accumulation in cardiovascular disease risk for children with type 1 diabetes. Improved insight to identify factors of influence in key health outcomes could be provided by considering the entire physical activity profile. METHODS Pulse wave velocity (PWV), augmentation index and heart rate variability (HRV) were assessed cross-sectionally in children with (n = 29, 12.1 ± 2.1 years) and without (n = 19, 12.1 ± 2.1 years) type 1 diabetes. Time spent sedentary and in each physical activity intensity, intensity gradient and average acceleration were derived from seven consecutive days of monitoring with wrist-worn accelerometry. Comparison between groups and influence of physical activity accumulation on cardiovascular metrics were explored with linear mixed models. RESULTS Diabetic children demonstrated a higher PWV and a greater volume of light physical activity (p < 0.01), a more negative intensity gradient (p < 0.01), a lower average acceleration and less time in bouted moderate-to-vigorous physical activity (MVPA; p < 0.05). Overall, intensity gradient was strongly correlated with average acceleration, MVPA and bouted MVPA (r2 = 0.89, r2 = 0.80, r2 = 0.79, respectively; all p < 0.05), while average acceleration was correlated with MVPA and bouted MVPA (r2 = 0.85, r2 = 0.83, respectively; p < 0.05). Accounting for disease status, intensity gradient and average acceleration were significant predictors of HRV indices (p < 0.05) and PWV (p < 0.01, p < 0.05, respectively). CONCLUSION Overall, MVPA was most associated with central stiffness, highlighting the importance of meeting activity guidelines. Diabetic children demonstrated poorer cardiovascular health than their counterparts, likely attributable to a lower intensity and physical activity volume, identifying physical activity intensity as a key target for future interventions.
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Affiliation(s)
- Zoë A Marshall
- Applied Sport, Technology, Exercise and Medicine (A-STEM) Research Centre, Swansea University, Swansea, Wales, UK
| | - Kelly A Mackintosh
- Applied Sport, Technology, Exercise and Medicine (A-STEM) Research Centre, Swansea University, Swansea, Wales, UK
| | - Michael J Lewis
- Applied Sport, Technology, Exercise and Medicine (A-STEM) Research Centre, Swansea University, Swansea, Wales, UK
| | - Elizabeth A Ellins
- Swansea University Medical School, Institute of Life Science, Swansea University, Swansea, Wales, UK
| | - Melitta A McNarry
- Applied Sport, Technology, Exercise and Medicine (A-STEM) Research Centre, Swansea University, Swansea, Wales, UK
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19
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Schäfer M, Nadeau KJ, Reusch JEB. Cardiovascular disease in young People with Type 1 Diabetes: Search for Cardiovascular Biomarkers. J Diabetes Complications 2020; 34:107651. [PMID: 32546422 PMCID: PMC7585936 DOI: 10.1016/j.jdiacomp.2020.107651] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 05/31/2020] [Accepted: 06/01/2020] [Indexed: 12/15/2022]
Abstract
Premature onset of cardiovascular disease is common in people with type 1 diabetes and is relatively understudied in youth. Several reports in adolescents and young adults with diabetes demonstrate evidence of arterial stiffness and cardiac dysfunction, yet critical gaps exist in our current understanding of the temporal progression of cardiac and vascular dysfunction in these youth, and mechanistic investigations with robust pathophysiologic assessment are lacking. This review attempts to summarize relevant cardiovascular studies concerning children, adolescents, and young adults with type 1 diabetes. We focus on imaging-based biomarkers routinely applied to youth and adults that are well-established in their ability to predict adjudicated cardiovascular outcomes, and their relevant physiologic interpretation. Particularly, we focus the attention to 1) cardiac ventricular strain imaging techniques which are known to be predictive of clinical outcomes in patients with heterogenous causes of heart failure, and 2) stiffness in large arteries, a well-established prognostic marker of cardiovascular events. We conclude that there remains an urgent need for sensitive and quantitative biomarkers to define the natural history of cardiac and vascular disease origination and progression in type 1 diabetes, and set the stage for interpreting interventional studies focused on preventing, reversing or slowing disease progression.
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Affiliation(s)
- Michal Schäfer
- Division of Pediatric Cardiology, Department of Pediatrics, University of Colorado - School of Medicine, Aurora, CO, United States of America.
| | - Kristen J Nadeau
- Section of Pediatric Endocrinology, Department of Pediatrics, University of Colorado - School of Medicine, Aurora, CO, United States of America
| | - Jane E B Reusch
- Section of Endocrinology, Rocky Mountain Regional VAMC, CO, United States of America; Division of Endocrinology, Department of Medicine, United States of America; Center for Women's Health Research, University of Colorado - School of Medicine, Aurora, CO, United States of America
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20
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Shah AS, Jaiswal M, Dabelea D, Divers J, Isom S, Liese AD, Lawrence JM, Kim G, Urbina EM. Cardiovascular risk and heart rate variability in young adults with type 2 diabetes and arterial stiffness: The SEARCH for Diabetes in Youth Study. J Diabetes Complications 2020; 34:107676. [PMID: 32713707 PMCID: PMC7502460 DOI: 10.1016/j.jdiacomp.2020.107676] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2020] [Revised: 07/06/2020] [Accepted: 07/09/2020] [Indexed: 02/07/2023]
Abstract
AIMS To evaluate cardiovascular risk factors and heart rate variability (HRV) in young adults with type 2 diabetes and arterial stiffness and to explore the relationship between HRV and arterial stiffness. METHODS We studied 185 young adults with youth-onset T2D enrolled in the SEARCH for Diabetes in Youth Study. Cardiovascular risk factors and HRV were compared between individuals with and without type 2 diabetes and arterial stiffness (defined as a pulse wave velocity greater than the 90th percentile of healthy controls, >6.767 m/s). Semiparametric regression evaluated the independent relationship between HRV and PWV. RESULTS Participants with T2D and arterial stiffness were more likely to be older, non-Hispanic Black, have higher systolic and diastolic blood pressure, greater adiposity and obesity-related dyslipidemia (higher triglycerides and lower HDLC). Participants with T2D and arterial stiffness also had lower overall HRV (lower SDNN) with parasympathetic loss (lower RMSSD and PNN50), p < 0.05. Lower HRV tended to be but was not significantly associated with arterial stiffness after adjustment for age, race/ethnicity, sex and cardiovascular risk factors (beta coefficient = -1.11, p = 0.08). CONCLUSIONS Youth with T2D and arterial stiffness have a worse cardiovascular risk profile, specifically risk factors related to the metabolic syndrome and lower HRV.
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Affiliation(s)
- Amy Sanghavi Shah
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati, United States of America.
| | - Mamta Jaiswal
- Department of Neurology, University of Michigan, Ann Arbor, MI, United States of America
| | - Dana Dabelea
- Department of Epidemiology, Colorado School of Public Health, University of Colorado Denver, Aurora, CO, United States of America
| | - Jasmin Divers
- Division of Health Services Research, NYU Long Island School of Medicine, Mineola, NY, United States of America
| | - Scott Isom
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, NC, United States of America
| | - Angela D Liese
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, United States of America
| | - Jean M Lawrence
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States of America
| | - Grace Kim
- Seattle Children's Hospital, Seattle, WA, United States of America
| | - Elaine M Urbina
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati, United States of America
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21
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Błaszkowska M, Shalimova A, Wolnik B, Orłowska-Kunikowska E, Graff B, Hoffmann M, Nilsson P, Wolf J, Narkiewicz K. Subclinical macroangiopathic target organ damage in type 1 diabetes mellitus patients. Blood Press 2020; 29:344-356. [PMID: 32460564 DOI: 10.1080/08037051.2020.1770054] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
PURPOSE We have summarized key studies regarding the assessment of subclinical macroangiopathic target organ damage (TOD) in type 1 diabetes mellitus (T1DM). RESULTS Although chronic complications resulting from hyperglycemia, in particular macroangiopathies, are still the first cause of death in T1DM, there has been growing recognition of the role of hypoglycemia in cardiovascular morbidity and mortality. Subclinical TOD diagnosis ensures early implementation of the complex management aiming at either partial reversal of these complications or at least its downturn. To better identify patients with early TODs, several non-invasive diagnostic techniques are employed, including the ultrasonographic assessment of the intima-media thickness (IMT), computed tomography (CT) for coronary artery calcium (CAC) scores, and pulse wave velocity (PWV) measurement for arterial stiffness evaluation. Various studies reported that T1DM patients present an increased IMT. An increasing IMT fairly correlates with the cardiovascular (CV) events risk even after the adjustment to age, diabetes duration, quality of glucose control as well as the presence of hypertension, and chronic complications. Another, well established marker of the organ damage - CAC score is recommended by ACC/AHA guidelines to assess the overall CV risk in T1DM. Also, the arterial stiffness evaluation with PWV may further improve CV risk prediction, which has been reported in multiple studies including the Framingham Heart Study. CONCLUSIONS There is shortage of data from prospective studies which could confirm the benefits of early treatment initiation based on the presence of the subclinical organ damage in T1DM. Most evidence comes from T2DM trials, where effective preventive measures were identified i.e.: smoking cessation, reasonable blood glucose control, efficacious hypertension treatment, and dyslipidemia management, as well as renoprotection. There is still a field for further research to see if routine assessment of asymptomatic vascular damage and early implementation of aggressive treatment would reduce mortality excess from CVD in T1DM.
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Affiliation(s)
- Magdalena Błaszkowska
- Department of Hypertension and Diabetology, Medical University of Gdansk, Faculty of Medicine, Gdansk, Poland
| | - Anna Shalimova
- Department of Hypertension and Diabetology, Medical University of Gdansk, Faculty of Medicine, Gdansk, Poland.,Department of Internal Medicine N1, Kharkiv National Medical University, Kharkiv, Ukraine
| | - Bogumił Wolnik
- Department of Hypertension and Diabetology, Medical University of Gdansk, Faculty of Medicine, Gdansk, Poland
| | | | - Beata Graff
- Department of Hypertension and Diabetology, Medical University of Gdansk, Faculty of Medicine, Gdansk, Poland
| | - Michał Hoffmann
- Department of Hypertension and Diabetology, Medical University of Gdansk, Faculty of Medicine, Gdansk, Poland
| | - Peter Nilsson
- Department of Clinical Sciences, Lund University, Skane University Hospital, Malmö, Sweden
| | - Jacek Wolf
- Department of Hypertension and Diabetology, Medical University of Gdansk, Faculty of Medicine, Gdansk, Poland
| | - Krzysztof Narkiewicz
- Department of Hypertension and Diabetology, Medical University of Gdansk, Faculty of Medicine, Gdansk, Poland
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22
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Ansell SKD, Jester M, Tryggestad JB, Short KR. A pilot study of the effects of a high-intensity aerobic exercise session on heart rate variability and arterial compliance in adolescents with or without type 1 diabetes. Pediatr Diabetes 2020; 21:486-495. [PMID: 31951305 DOI: 10.1111/pedi.12983] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Revised: 01/11/2020] [Accepted: 01/13/2020] [Indexed: 11/28/2022] Open
Abstract
Arterial compliance and autonomic regulation are predictors of cardiovascular disease. In adults, both are altered chronically by type 1 diabetes (T1D) and acutely by exercise; however, the effects of T1D and exercise are less clear in adolescents. We measured short-term effects of a high-intensity aerobic interval exercise session on cardiovascular and metabolic variables in normal weight adolescents with T1D or without T1D (Control). Energy expenditure (EE), heart rate variability (HRV), arterial compliance, and blood pressure (BP) were measured before exercise (baseline) and three times over 105 minutes postexercise. The T1D and control groups had similar cardiorespiratory fitness and accelerometer-measured physical activity. The T1D group had higher EE and fat oxidation throughout the trial, but postexercise changes were similar between groups. HRV transiently declined following exercise in both groups, but the T1D group had lower HRV at baseline. Among the measures of arterial compliance, the augmentation index declined postexercise while carotid-femoral pulse wave velocity and large artery elastic index remained unchanged. Central and brachial BP were unchanged following exercise until the final measurement, when a small increase occurred. However, arterial compliance and BP did not differ between groups. These results demonstrate that normal weight adolescents with T1D have impaired autonomic function and increased EE and fat oxidation compared to peers without diabetes who have similar levels of fitness and physical activity. However, acute cardiometabolic responses to exercise are normal in T1D with adequate glycemic control. Changes in arterial compliance and BP may take longer to emerge in relatively healthy adolescents with T1D.
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Affiliation(s)
- Shai Konnar D Ansell
- Section of Diabetes & Endocrinology, Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - Megan Jester
- College of Nursing, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma.,College of Nursing, University of Colorado Denver, Denver, Colorado
| | - Jeanie B Tryggestad
- Section of Diabetes & Endocrinology, Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
| | - Kevin R Short
- Section of Diabetes & Endocrinology, Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma
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23
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Peng L, Bi S, Liu X, Long T, Zhao Y, Li F, Yang T, Zhang C. Association between depressive symptoms and arterial stiffness: a cross-sectional study in the general Chinese population. BMJ Open 2020; 10:e033408. [PMID: 32114467 PMCID: PMC7050321 DOI: 10.1136/bmjopen-2019-033408] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVES To determine the independent relationship between depressive symptoms and arterial stiffness in the general Chinese population, and to explore possible interactive factors in the relationship. DESIGN A cross-sectional study. SETTING AND PARTICIPANTS Consecutive participants who received routine health physical examination in an affiliated hospital of a comprehensive university in Hunan Province, China, between September 2013 and March 2014 were examined. After exclusion of subjects not meeting the criteria, a total of 1334 subjects aged 22-77 years were recruited for final analysis. MEASURES The Patient Health Questionnaire-9 was employed to assess the degree of depressive symptoms: 0-4 no depressive symptoms, 5-9 mild depressive symptoms and 10-27 moderate to severe depressive symptoms. Brachial-ankle pulse wave velocity (baPWV) was measured to determine arterial stiffness. RESULTS There was a slight increase in baPWV across elevated degrees of depressive symptoms (p=0.025). Multivariate linear regression analysis revealed that mild depressive symptoms and moderate to severe depressive symptoms were independently associated with baPWV compared with no depressive symptoms after adjusting for baseline confounders (beta-coefficient: 40.3, 95% CI 6.6 to 74.1; beta-coefficient: 87.7, 95% CI 24.0 to 151.5, respectively). Further stratified analyses indicated that the relationship between degree of depressive symptoms and baPWV was predominant in subjects who had normal or normal-high blood pressure, or combined with hypertension (p for interaction=0.016), or in subjects with diabetes mellitus (p for interaction=0.004), examined in multivariate linear regressions. In addition, after adjustment, a significant association between moderate to severe depressive symptoms and baPWV was also found in female subjects younger than 60 years, although the interactive effect was not significant (p for interaction=0.056). CONCLUSIONS Depressive symptoms are independently associated with arterial stiffness, especially in subjects whose blood pressures are beyond the optimal range and combined with diabetes mellitus.
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Affiliation(s)
- Liming Peng
- Department of Cardiology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Sisi Bi
- Department of Cardiology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Xiangwei Liu
- Department of Cardiology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Tianyi Long
- Department of Cardiology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yixia Zhao
- Department of Cardiology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Fei Li
- Department of Cardiology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Tianlun Yang
- Department of Cardiology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Chenglong Zhang
- Department of Cardiology, Xiangya Hospital, Central South University, Changsha, Hunan, China
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24
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Kahkoska AR, Nguyen CT, Adair LA, Aiello AE, Burger KS, Buse JB, Dabelea D, Dolan LM, Malik FS, Mottl AK, Pihoker C, Reboussin BA, Sauder KA, Kosorok MR, Mayer-Davis EJ. Longitudinal Phenotypes of Type 1 Diabetes in Youth Based on Weight and Glycemia and Their Association With Complications. J Clin Endocrinol Metab 2019; 104:6003-6016. [PMID: 31290977 PMCID: PMC6812733 DOI: 10.1210/jc.2019-00734] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Accepted: 07/03/2019] [Indexed: 12/12/2022]
Abstract
CONTEXT Subclinical and clinical complications emerge early in type 1 diabetes (T1D) and may be associated with obesity and hyperglycemia. OBJECTIVE Test how longitudinal "weight-glycemia" phenotypes increase susceptibility to different patterns of early/subclinical complications among youth with T1D. DESIGN SEARCH for Diabetes in Youth observational study. SETTING Population-based cohort. PARTICIPANTS Youth with T1D (n = 570) diagnosed 2002 to 2006 or 2008. MAIN OUTCOME MEASURES Participants were clustered based on longitudinal body mass index z score and HbA1c from a baseline visit and 5+ year follow-up visit (mean diabetes duration: 1.4 ± 0.4 years and 8.2 ± 1.9 years, respectively). Logistic regression modeling tested cluster associations with seven early/subclinical diabetes complications at follow-up, adjusting for sex, race/ethnicity, age, and duration. RESULTS Four longitudinal weight-glycemia clusters were identified: The Referent Cluster (n = 195, 34.3%), the Hyperglycemia Only Cluster (n = 53, 9.3%), the Elevated Weight Only Cluster (n = 206, 36.1%), and the Elevated Weight With Increasing Hyperglycemia (EWH) Cluster (n = 115, 20.2%). Compared with the Referent Cluster, the Hyperglycemia Only Cluster had elevated odds of dyslipidemia [adjusted odds ratio (aOR) 2.22, 95% CI: 1.15 to 4.29], retinopathy (aOR 9.98, 95% CI: 2.49 to 40.0), and diabetic kidney disease (DKD) (aOR 4.16, 95% CI: 1.37 to 12.62). The EWH Cluster had elevated odds of hypertension (aOR 2.18, 95% CI: 1.19 to 4.00), dyslipidemia (aOR 2.36, 95% CI: 1.41 to 3.95), arterial stiffness (aOR 2.46, 95% CI: 1.09 to 5.53), retinopathy (aOR 5.11, 95% CI: 1.34 to 19.46), and DKD (aOR 3.43, 95% CI: 1.29 to 9.11). CONCLUSIONS Weight-glycemia phenotypes show different patterns of complications, particularly markers of subclinical macrovascular disease, even in the first decade of T1D.
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Affiliation(s)
- Anna R Kahkoska
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Crystal T Nguyen
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Linda A Adair
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Allison E Aiello
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Kyle S Burger
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - John B Buse
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Dana Dabelea
- Department of Epidemiology, Colorado School of Public Health, Aurora, Colorado
- Department of Pediatrics, School of Medicine, University of Colorado, Aurora, Colorado
| | - Lawrence M Dolan
- Division of Endocrinology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio
| | - Faisal S Malik
- Department of Pediatrics, University of Washington, Seattle, Washington
| | - Amy K Mottl
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Catherine Pihoker
- Department of Pediatrics, University of Washington, Seattle, Washington
| | - Beth A Reboussin
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston Salem, North Carolina
| | - Katherine A Sauder
- Department of Epidemiology, Colorado School of Public Health, Aurora, Colorado
- Department of Pediatrics, School of Medicine, University of Colorado, Aurora, Colorado
| | - Michael R Kosorok
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Statistics and Operations Research, University of North Carolina at Chapel Hill, North Carolina
| | - Elizabeth J Mayer-Davis
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
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25
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Shah AS, El Ghormli L, Vajravelu ME, Bacha F, Farrell RM, Gidding SS, Levitt Katz LE, Tryggestad JB, White NH, Urbina EM. Heart Rate Variability and Cardiac Autonomic Dysfunction: Prevalence, Risk Factors, and Relationship to Arterial Stiffness in the Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY) Study. Diabetes Care 2019; 42:2143-2150. [PMID: 31501226 PMCID: PMC6804614 DOI: 10.2337/dc19-0993] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Accepted: 08/22/2019] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To determine whether prior type 2 diabetes (T2D) treatment or glycemic control over time are independently associated with heart rate variability (HRV) and whether the presence of cardiac autonomic dysfunction is associated with arterial stiffness in young adults with youth-onset T2D enrolled in the Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY) study. RESEARCH DESIGN AND METHODS Heartbeats over 10 min were measured to derive the normal R-Rs (NN intervals). Outcomes included the standard deviation of the NN intervals (SDNN), the root mean square differences of successive NN intervals (RMSSD), percent of NN beats that differ by more than 50 ms (PNN50), and the low-frequency (LF) power domain, high-frequency (HF) power domain, and their ratio (LF:HF). Autonomic dysfunction was defined as ≥3 of 5 abnormal HRV indices compared with obese controls from a separate study. RESULTS A total of 397 TODAY participants were evaluated 7 years after randomization. TODAY participants had reduced HRV (SDNN 58.1 ± 29.6 ms vs. controls 67.1 ± 25.4 ms; P < 0.0001) with parasympathetic loss (RMSSD 53.2 ± 36.7 ms vs. controls 67.9 ± 35.2 ms; P < 0.0001) with sympathetic overdrive (LF:HF ratio 1.4 ± 1.7 vs. controls 1.0 ± 1.1; P < 0.0001). Cardiac autonomic dysfunction was present in 8% of TODAY participants, and these participants had greater pulse wave velocity compared with those without dysfunction (P = 0.0001). HRV did not differ by randomized treatment, but higher hemoglobin A1c (HbA1c) over time was independently associated with lower SDNN and RMSSD and higher LF:HF ratio after adjustment for age, race-ethnicity, sex, and BMI. CONCLUSIONS Young adults with youth-onset T2D show evidence of cardiac autonomic dysfunction with both parasympathetic and sympathetic impairments that are associated with higher HbA1c.
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Affiliation(s)
- Amy S Shah
- Cincinnati Children's Hospital Medical Center and University of Cincinnati, Cincinnati, OH
| | - Laure El Ghormli
- George Washington University Biostatistics Center, Rockville, MD
| | | | - Fida Bacha
- Texas Children's Hospital, Baylor College of Medicine, Houston, TX
| | | | | | | | | | - Neil H White
- Washington University in St. Louis, St. Louis, MO
| | - Elaine M Urbina
- Cincinnati Children's Hospital Medical Center and University of Cincinnati, Cincinnati, OH
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Gourgari E, Stafford JM, D'Agostino Jr R, Dolan LM, Lawrence JM, Mottl A, Pihoker C, Urbina EM, Wadwa RP, Dabelea D. Association of metformin and statin medications with surrogate measures of cardiovascular disease in youth with type 1 diabetes: the SEARCH for diabetes in youth study. Ann Pediatr Endocrinol Metab 2019; 24:187-194. [PMID: 31607112 PMCID: PMC6790871 DOI: 10.6065/apem.2019.24.3.187] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Accepted: 06/04/2019] [Indexed: 01/16/2023] Open
Abstract
PURPOSE Youth with type 1 diabetes mellitus (T1DM) are at risk of cardiovascular disease (CVD). We evaluated if metformin or statin use was associated with surrogate measures of improved CVD. METHODS We included participants from the SEARCH observational study. Participants treated with insulin plus metformin (n=42) or insulin plus statin (n=39) were matched with 84 and 78 participants, respectively, treated with insulin alone. Measures of arterial stiffness obtained were pulse wave velocity (PWV), augmentation index (AI75), and heart rate variability as standard deviation of the normal-to-normal interval (SDNN) and root mean square differences of successive NN intervals (RMSSD). RESULTS CVD measures were not significantly different among participants on insulin plus metformin versus those on insulin alone: PWV (5.9±1.0 m/sec vs. 5.8±1.5 m/sec, P=0.730), AI75 (1.8 [-6.0 to 8.0] vs. -2.4 [-10.7 to 3.8], P=0.157), SDNN (52.4 [36.8-71.1] m/sec vs. 51.8 [40.1-74.9] m/sec, P=0.592), and RMSSD (43.2 [29.4-67.6] vs. 47.4 [28.0-76.3], P=0.952). CVD measures were not different for statin users versus nonusers: PWV (5.7±0.8 m/sec vs. 5.9 ±1.1 m/sec, P=0.184), AI75 ( -4.0 [-9.5 to 1.7] vs. -6.7 [-11.3 to 5.7], P=0.998), SDNN (54.6 [43.5-77.2] m/sec vs. 63.1 [44.2-86.6] m/sec, P=0.369), and RMSSD (49.5 [31.2-74.8] vs. 59.2 [38.3-86.3], P=0.430). CONCLUSION We found no associations of statin or metformin use with surrogate measures of CVD. Future prospective pediatric clinical trials could address this issue.
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Affiliation(s)
- Evgenia Gourgari
- Division of Pediatric Endocrinology, Department of Pediatrics, Georgetown University, Washington, DC, USA,Section on Endocrinology and Genetics, Eunice Kennedy Shriver National Institute of Child Health & Human Development (NICHD), National Institutes of Health, Bethesda, MD, USA,Address for correspondence: Evgenia Gourgari, MD Division of Pediatric Endocrinology, MedStar Georgetown University Hospital, 4200 Wisconsin Avenue, N.W, 4th Floor, Washington, D.C. 20016, USA Tel: +1-202-243-3560 Fax: +1-877-680-5507 E-mail:
| | - Jeanette M. Stafford
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Ralph D'Agostino Jr
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Lawrence M. Dolan
- Department of Pediatrics, Cincinnati Children's Hospital and the University of Cincinnati, Cincinnati, OH, USA
| | - Jean M. Lawrence
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Amy Mottl
- UNC Division of Nephrology and Hypertension, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Catherine Pihoker
- Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - Elaine M. Urbina
- Cincinnati Children's Hospital Medical Center & University of Cincinnati, Cincinnati, OH, USA
| | - R. Paul Wadwa
- Barbara Davis Center for Childhood Diabetes, University of Colorado School of Medicine, Aurora, CO, USA
| | - Dana Dabelea
- Department of Epidemiology, Colorado School of Public Health, University of Colorado Denver, Aurora, CO, USA
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Germano-Soares AH, Cucato GG, Leicht AS, Andrade-Lima A, Peçanha T, de Almeida Correia M, Zerati AE, Wolosker N, Ritti-Dias RM. Cardiac Autonomic Modulation Is Associated with Arterial Stiffness in Patients with Symptomatic Peripheral Artery Disease. Ann Vasc Surg 2019; 61:72-77. [PMID: 31336162 DOI: 10.1016/j.avsg.2019.04.021] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Revised: 03/18/2019] [Accepted: 04/09/2019] [Indexed: 12/31/2022]
Abstract
BACKGROUND The objective of this study was to analyze the association between cardiac autonomic modulation and arterial stiffness in patients with peripheral artery disease (PAD). METHODS This cross-sectional study included one hundred fourteen patients with symptomatic PAD (67.5% men; 65 ± 7 years; body mass index: 26.8 ± 4.5 kg/m2). Heart rate variability (HRV) was measured within time (standard deviation of all RR intervals [beat to beat heart interval] [SDNN], root mean square of the successive differences between adjacent normal RR intervals [RMSSD], and the proportion of successive RR intervals that differed by more than 50 msec [pNN50]) and frequency (low frequency [LF] and high frequency [HF]) domains. Arterial stiffness was assessed by carotid-femoral pulse wave velocity (cfPWV). Crude and adjusted linear regression analyses examined the relationship between HRV and cfPWV. RESULTS Nonsignificant crude associations were identified among cfPWV and RMSSD (P = 0.181), SDNN (P = 0.105), pNN50 (P = 0.087), LF (P = 0.376), HF (P = 0.175), and LF/HF ratio (P = 0.426). After adjustments for age, sex, smoking, body mass index, ankle-brachial index, and use of beta-blockers, significant associations were identified among cfPWV and RMSSD (P = 0.037), SDNN (P = 0.049), and pNN50 (P = 0.049). CONCLUSIONS Cardiac autonomic modulation was significantly associated with arterial stiffness in patients with PAD after adjustment for confounding factors. This relationship may contribute to the enhanced cardiovascular disease risk for PAD patients and provides a target for strategies to improve patient clinical outcomes.
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Affiliation(s)
| | | | | | - Aluísio Andrade-Lima
- Department of Physical Education, Federal University of Sergipe, Sergipe, Brazil
| | - Tiago Peçanha
- Department of Physical Education, Federal University of Sergipe, Sergipe, Brazil
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Nattero-Chávez L, Redondo López S, Alonso Díaz S, Garnica Ureña M, Fernández-Durán E, Escobar-Morreale HF, Luque-Ramírez M. Association of Cardiovascular Autonomic Dysfunction With Peripheral Arterial Stiffness in Patients With Type 1 Diabetes. J Clin Endocrinol Metab 2019; 104:2675-2684. [PMID: 30786000 DOI: 10.1210/jc.2018-02729] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Accepted: 02/15/2019] [Indexed: 12/12/2022]
Abstract
CONTEXT Cardiovascular autonomic neuropathy (CAN) appears to contribute to peripheral arterial stiffness (AS) in type 1 diabetes. Whether CAN in patients with AS is associated with concomitant asymptomatic peripheral arterial disease (aPAD) remains unclear. OBJECTIVE To assess the risk of CAN in patients with type 1 diabetes and AS and its potential association with atherosclerosis. DESIGN Cross-sectional study. SETTING Type 1 diabetes clinic in an academic hospital. PATIENTS Two hundred sixty-four patients with type 1 diabetes. INTERVENTION AS was defined as an ankle-brachial index (ABI) >1.2, aPAD by the toe-brachial index and Doppler sonography, and CAN by blood pressure and heart rate responses to active standing and Ewing and Clarke tests. MAIN OUTCOME MEASURES Odds of having CAN among patients with AS. Odds for CAN were also calculated as a function of the presence of AS and concomitant aPAD. RESULTS The study population's mean age was 35 ± 11 years, with a duration of disease of 19 ± 10 years and mean hemoglobin A1c of 7.5% ± 1.3%. Seventy-three patients (28%) had peripheral AS, of whom 28 showed aPAD. The prevalence of CAN among patients with AS was 48% but it was only 23% in subjects with normal ABI (OR: 3.1 [1.7; 5.4]). Concomitant aPAD increased the OR for CAN (OR: 4.5 [2.0; 10.1]). After adjustments for aPAD and relevant cardiovascular risk factors, AS remained associated with parasympathetic dysfunction. CONCLUSIONS In type 1 diabetes, both peripheral AS and atherosclerosis were associated with CAN. A simple method, such as the ABI, may identify a subset of patients with undiagnosed dysautonomia.
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Affiliation(s)
- Lía Nattero-Chávez
- Department of Endocrinology and Nutrition, Hospital Universitario Ramón y Cajal, Madrid, Spain
- Diabetes, Obesity and Human Reproduction Research Group, Instituto Ramón y Cajal de Investigación Sanitaria, CIBER Diabetes y Enfermedades Metabólicas Asociadas, Madrid, Spain
| | - Sandra Redondo López
- Department of Vascular Surgery, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Sara Alonso Díaz
- Department of Endocrinology and Nutrition, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Marta Garnica Ureña
- Department of Vascular Surgery, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Elena Fernández-Durán
- Diabetes, Obesity and Human Reproduction Research Group, Instituto Ramón y Cajal de Investigación Sanitaria, CIBER Diabetes y Enfermedades Metabólicas Asociadas, Madrid, Spain
| | - Héctor F Escobar-Morreale
- Department of Endocrinology and Nutrition, Hospital Universitario Ramón y Cajal, Madrid, Spain
- Diabetes, Obesity and Human Reproduction Research Group, Instituto Ramón y Cajal de Investigación Sanitaria, CIBER Diabetes y Enfermedades Metabólicas Asociadas, Madrid, Spain
- Department of Medicine and Medical Specialties, University of Alcalá, Madrid, Spain
| | - Manuel Luque-Ramírez
- Department of Endocrinology and Nutrition, Hospital Universitario Ramón y Cajal, Madrid, Spain
- Diabetes, Obesity and Human Reproduction Research Group, Instituto Ramón y Cajal de Investigación Sanitaria, CIBER Diabetes y Enfermedades Metabólicas Asociadas, Madrid, Spain
- Department of Medicine and Medical Specialties, University of Alcalá, Madrid, Spain
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Urbina EM, Isom S, Bell RA, Bowlby DA, D'Agostino R, Daniels SR, Dolan LM, Imperatore G, Marcovina SM, Merchant AT, Reynolds K, Shah AS, Wadwa RP, Dabelea D. Burden of Cardiovascular Risk Factors Over Time and Arterial Stiffness in Youth With Type 1 Diabetes Mellitus: The SEARCH for Diabetes in Youth Study. J Am Heart Assoc 2019; 8:e010150. [PMID: 31213111 PMCID: PMC6662363 DOI: 10.1161/jaha.118.010150] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Background The incidence of type 1 diabetes mellitus (T1DM) in children is increasing, resulting in higher burden of cardiovascular diseases due to diabetes mellitus-related vascular dysfunction. Methods and Results We examined cardiovascular risk factors ( CVRF s) and arterial parameters in 1809 youth with T1DM. Demographics, anthropometrics, blood pressure, and laboratory data were collected at T1DM onset and 5 years later. Pulse wave velocity and augmentation index were collected with tonometry. ANOVA or chi-square tests were used to test for differences in measures of arterial parameters by CVRF . Area under the curve of CVRF s was entered in general linear models to explore determinants of accelerate vascular aging. Participants at the time of arterial measurement were 17.6±4.5 years old, 50% female, 76% non-Hispanic white, and duration of T1DM was 7.8±1.9 years. Glycemic control was poor (glycated hemoglobin, 9.1±1.8%). All arterial parameters were higher in participants with glycated hemoglobin ≥9% and pulse wave velocity was higher with lower insulin sensitivity or longer duration of diabetes mellitus. Differences in arterial parameters were found by sex, age, and presence of obesity, hypertension, or dyslipidemia. In multivariable models, higher glycated hemoglobin, lower insulin sensitivity, body mass index, blood pressure, and lipid areas under the curve were associated with accelerated vascular aging. Conclusions In young people with T1DM, persistent poor glycemic control and higher levels of traditional CVRF s are independently associated with arterial aging. Improving glycemic control and interventions to lower CVRF s may prevent future cardiovascular events in young individuals with T1DM.
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Affiliation(s)
- Elaine M Urbina
- 1 Heart Institute Cincinnati Children's Hospital & University of Cincinnati OH
| | - Scott Isom
- 3 Department of Biostatistical Sciences Wake Forest School of Medicine Winston-Salem NC
| | - Ronny A Bell
- 4 Department of Public Health East Carolina University Greenville NC
| | - Deborah A Bowlby
- 5 Division of Pediatric Endocrinology & Diabetes Medical University of South Carolina Charleston SC USA
| | - Ralph D'Agostino
- 3 Department of Biostatistical Sciences Wake Forest School of Medicine Winston-Salem NC
| | - Stephen R Daniels
- 6 Department of Pediatrics University of Colorado School of Medicine Aurora CO
| | - Lawrence M Dolan
- 2 Department of Endocrinology Cincinnati Children's Hospital & University of Cincinnati OH
| | - Giuseppina Imperatore
- 8 Division of Diabetes Translation Centers for Disease Control and Prevention Atlanta GA
| | - Santica M Marcovina
- 9 Northwest Lipid Metabolism and Diabetes Research Laboratory University of Washington Seattle WA
| | - Anwar T Merchant
- 5 Division of Pediatric Endocrinology & Diabetes Medical University of South Carolina Charleston SC USA.,10 Department of Epidemiology and Biostatistics University of South Carolina Columbia SC USA
| | - Kristi Reynolds
- 11 Department of Research & Evaluation Kaiser Permanente Southern California Pasadena CA
| | - Amy S Shah
- 2 Department of Endocrinology Cincinnati Children's Hospital & University of Cincinnati OH
| | - R Paul Wadwa
- 7 Barbara Davis Center for Childhood Diabetes University of Colorado School of Medicine Aurora CO
| | - Dana Dabelea
- 12 Department of Epidemiology Colorado School of Public Health Aurora CO
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30
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Sleep, Autonomic Nervous Function and Atherosclerosis. Int J Mol Sci 2019; 20:ijms20040794. [PMID: 30781734 PMCID: PMC6412503 DOI: 10.3390/ijms20040794] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 02/04/2019] [Accepted: 02/07/2019] [Indexed: 12/12/2022] Open
Abstract
Behavioral and psychosocial factors related to development of cardiovascular disease have been gaining increased attention. Notably, sleep is considered to be one of the most important behavioral factors involved in progression of atherosclerosis and cardiovascular events, with autonomic nervous function a potential mechanism. Several studies have shown associations of sleep and autonomic dysfunction with major surrogate markers of atherosclerosis, such as carotid intima-media thickness and arterial stiffness. Endocrinological, immunological, oxidative, inflammatory, and metabolic responses, as well as endothelial dysfunction may mediate the effects of the autonomic nervous system. For this review, we examined recent findings related to sleep, autonomic nervous dysfunction, and atherosclerosis, with the aim of understanding the involved pathophysiological mechanisms.
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31
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Huang J, Lai Q, Wang D, Yin H, Liao J, Wang S, Xu F, Hou X, Hu M. Effects Of Exercise Training With Dietary Restriction On Arterial Stiffness, Central Hemodynamic Parameters And Cardiac Autonomic Function In Obese Adolescents. Diabetes Metab Syndr Obes 2019; 12:2157-2163. [PMID: 31802923 PMCID: PMC6802540 DOI: 10.2147/dmso.s223514] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Accepted: 10/03/2019] [Indexed: 12/17/2022] Open
Abstract
PURPOSE This study aimed to assess the effects of exercise with dietary restriction on arterial stiffness, central hemodynamics, and cardiac autonomic function in obese adolescents. PATIENTS AND METHODS Twenty-one obese adolescents completed a 6-week exercise and dietary program. Body composition and metabolic parameters were measured. Carotid-femoral pulse wave velocity (cfPWV) and brachial-ankle pulse wave velocity (baPWV) were used to assess central and systemic arterial stiffness, respectively. Using applanation tonometry, the analyses of central hemodynamic parameters [central blood pressure, heart rate (HR), augmentation index normalized at 75 bpm (AIx75), and subendocardial viability ratio (SEVR)] were performed. To determine cardiac autonomic function, heart rate variability (HRV) was analyzed by standard deviation of normal R-R intervals (SDNN), root mean square of successive R-R interval differences (RMSSD), percentage of successive R-R intervals that differed by >50 ms (pNN50), total power (TP), low-frequency (LF) and high-frequency (HF) power, and LF/HF ratio. RESULTS Following the intervention, obese adolescents had reductions in body mass index, body fat percentage, brachial systolic and diastolic blood pressure, and HR; and they had shown improvements in lipid profiles. There were reductions in both cfPWV and baPWV following the intervention. Moreover, there were reductions in AIx75, aortic systolic and diastolic blood pressure and an augmentation in SEVR after intervention. The intervention increased cardiac autonomic function (determined by increased SDNN, RMSSD, pNN50, HF, and reduced LF/HF). Furthermore, we observed a correlation between increased cardiac autonomic function (SDNN, RMSSD, pNN50 and HF) and increased central hemodynamics, as measured by SEVR and AIx75. CONCLUSION Obese adolescents had increased central hemodynamics and autonomic function with reduced arterial stiffness after exercise and dietary restriction. Moreover, a positive correlation between an enhancement of cardiac autonomic function and an augmentation in central hemodynamics was found after the intervention.
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Affiliation(s)
- Junhao Huang
- Guangdong Provincial Key Laboratory of Sports and Health Promotion, Scientific Research Center, Guangzhou Sport University, Guangzhou, Guangdong, People’s Republic of China
| | - Qinhao Lai
- Guangdong Provincial Key Laboratory of Sports and Health Promotion, Scientific Research Center, Guangzhou Sport University, Guangzhou, Guangdong, People’s Republic of China
| | - Dan Wang
- Guangdong Provincial Key Laboratory of Sports and Health Promotion, Scientific Research Center, Guangzhou Sport University, Guangzhou, Guangdong, People’s Republic of China
| | - Honggang Yin
- Guangdong Provincial Key Laboratory of Sports and Health Promotion, Scientific Research Center, Guangzhou Sport University, Guangzhou, Guangdong, People’s Republic of China
| | - Jingwen Liao
- Guangdong Provincial Key Laboratory of Sports and Health Promotion, Scientific Research Center, Guangzhou Sport University, Guangzhou, Guangdong, People’s Republic of China
| | - Shen Wang
- Guangdong Provincial Key Laboratory of Sports and Health Promotion, Scientific Research Center, Guangzhou Sport University, Guangzhou, Guangdong, People’s Republic of China
- Department of Sports and Health, Guangzhou Sport University, Guangzhou, Guangdong, People’s Republic of China
- School of Kinesiology, Shanghai University of Sport, Shanghai, People’s Republic of China
| | - Fengpeng Xu
- Guangdong Provincial Key Laboratory of Sports and Health Promotion, Scientific Research Center, Guangzhou Sport University, Guangzhou, Guangdong, People’s Republic of China
| | - Xiaohui Hou
- Department of Sports and Health, Guangzhou Sport University, Guangzhou, Guangdong, People’s Republic of China
- Xiaohui Hou Department of Sports and Health, Guangzhou Sport University, 1268 Middle Guangzhou Avenue, Guangzhou510500, People’s Republic of ChinaTel +86-20-38025087Fax +86-20-38027669 Email
| | - Min Hu
- Guangdong Provincial Key Laboratory of Sports and Health Promotion, Scientific Research Center, Guangzhou Sport University, Guangzhou, Guangdong, People’s Republic of China
- Correspondence: Min Hu Scientific Research Center, Guangzhou Sport University, 1268 Middle Guangzhou Avenue, Guangzhou510500, People’s Republic of ChinaTel/fax +86-20-38027669 Email
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Sauder KA, Stafford JM, Mayer-Davis EJ, Jensen ET, Saydah S, Mottl A, Dolan LM, Hamman RF, Lawrence JM, Pihoker C, Marcovina S, D'Agostino RB, Dabelea D. Co-occurrence of early diabetes-related complications in adolescents and young adults with type 1 diabetes: an observational cohort study. THE LANCET. CHILD & ADOLESCENT HEALTH 2019; 3:35-43. [PMID: 30409691 PMCID: PMC6295346 DOI: 10.1016/s2352-4642(18)30309-2] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2018] [Revised: 09/14/2018] [Accepted: 09/17/2018] [Indexed: 12/22/2022]
Abstract
BACKGROUND One in three adolescents and young adults with type 1 diabetes have at least one early diabetes-related complication or comorbidity. We aimed to examine the prevalence and pattern of co-occurring complications in this population, as well as the related risk factors. METHODS This observational cohort study includes data from individuals diagnosed with type 1 diabetes before age 20 years who participated in the SEARCH for Diabetes in Youth Study across five sites in the USA. We assessed sociodemographic and metabolic risk factors at baseline and at follow-up, and diabetes complications at follow-up. A frequency analysis was done to examine the difference in observed versus expected prevalence (calculated using a contingency table assuming independence across cells) of co-occurring complications or comorbidities. A cluster analysis was done to identify unique clusters of participants based on demographic characteristics and metabolic risk factors. FINDINGS 1327 participants who completed the follow-up visit were included in the frequency analysis. The mean age was 10·1 (SD 3·9) years at the time of type 1 diabetes diagnosis and 18·0 (4·1) years at follow-up. At a mean diabetes duration of 7·8 [SD 1·9] years, co-occurrence of any two or more complications was observed in 78 (5·9%) participants, more frequently than expected by chance alone (58 [4·4%], p=0·015). Specifically, the complications that co-occurred more frequently than expected were retinopathy and diabetic kidney disease (11 [0·8%] vs three [0·2%]; p=0·0007), retinopathy and arterial stiffness (13 [1·0%] vs four [0·3%]; p=0·0016), and arterial stiffness and cardiovascular autonomic neuropathy (24 [1·8%] vs 13 [1·0%]; p=0·015). We identified four unique clusters characterised by progressively worsening metabolic risk factor profiles (longer duration of diabetes and higher glycated haemoglobin, non-HDL cholesterol, and waist-to-height ratio). The prevalence of at least two complications increased across the clusters (six [2·3%] of 261 in the low-risk cluster, 32 [6·3%] of 509 in the moderate-risk cluster, 28 [8%] of 348 in the high-risk cluster, and five [20·8%] of 24 in the highest-risk cluster). Compared with the low-risk and moderate-risk clusters, the high-risk and highest-risk clusters were characterised by a lower proportion of participants who were non-Hispanic white, and a higher proportion of participants who had a household income below US$50 000 and did not have private health insurance. INTERPRETATION Early complications co-occur in adolescents and young adults with type 1 diabetes more frequently than expected. Identification of individuals with adverse risk factors could enable targeted behavioural or medical interventions that reduce the likelihood of early development of lifelong diabetes-related morbidity. FUNDING US Centers for Disease Control and Prevention, US National Institutes of Health.
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Affiliation(s)
- Katherine A Sauder
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA.
| | - Jeanette M Stafford
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | | | - Elizabeth T Jensen
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Sharon Saydah
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Amy Mottl
- Division of Nephrology and Hypertension, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Lawrence M Dolan
- Division of Endocrinology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Richard F Hamman
- Department of Epidemiology, Colorado School of Public Health, Aurora, CO, USA
| | - Jean M Lawrence
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Catherine Pihoker
- Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - Santica Marcovina
- Northwest Lipid Research Laboratory, University of Washington, Seattle, WA, USA
| | - Ralph B D'Agostino
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Dana Dabelea
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA; Department of Epidemiology, Colorado School of Public Health, Aurora, CO, USA
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Logan JG, Kang H, Lobo JM, Sohn MW, Lin GM, Lima JAC, Punjabi NM, Redline S, Kwon Y. Actigraphy-based sleep characteristics and aortic stiffness: the Multi-Ethnic Study of Atherosclerosis. ACTA ACUST UNITED AC 2018; 12:841-849. [PMID: 30396853 DOI: 10.1016/j.jash.2018.09.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Revised: 08/16/2018] [Accepted: 09/19/2018] [Indexed: 12/21/2022]
Abstract
The study aimed to examine the association between objective estimates of sleep duration and quality and aortic stiffness while accounting for the potential confounding effect of sleep-disordered breathing. Participants were part of the Multi-Ethnic Study of Atherosclerosis Sleep study. Sleep duration and quality were assessed by 7-day wrist actigraphy, sleep-disordered breathing by home polysomnography, and aortic stiffness by magnetic resonance imaging-based aortic pulse wave velocity (aPWV), ascending and descending aorta distensibility. Aortic stiffness of participants with "normal" sleep duration (6-8 hours) were compared with those of "short" (<6 hours) and "long" sleep duration (>8 hours) adjusting for common cardiovascular risk factors and apnea-hypopnea index. The sample consisted of 908 participants (mean age 68.4 ± 9.1 years, 55.3% female). There was a significant linear trend of increased aPWV across short (n = 252), normal (n = 552), and long sleep durations (n = 104) (P for trend = .008). Multivariable analysis showed that people with short sleep duration had 0.94 m/s lower aPWV (95% CI: -1.54, -0.35), compared with those with normal sleep duration. In this ethnically diverse community cohort, habitual short sleep duration as estimated by actigraphy was associated with lower aortic stiffness.
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Affiliation(s)
- Jeongok G Logan
- Assistant Professor, University of Virginia School of Nursing, Charlottesville, VA, USA.
| | - Hyojung Kang
- Research Assistant Professor, Systems and Information Engineering, University of Virginia, Charlottesville, VA, USA
| | - Jennifer Mason Lobo
- Assistant Professor, Division of Biomedical Informatics, Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Min-Woong Sohn
- Associate Professor, Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Gen-Min Lin
- Assistant Professor, Department of Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
| | - Joao A C Lima
- Professor of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Naresh M Punjabi
- Professor, Johns Hopkins Medicine, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Susan Redline
- Peter C. Farrell Professor of Sleep Medicine, Harvard Medical School, Boston, MA, USA
| | - Younghoon Kwon
- Assistant Professor, University of Virginia, Fontaine Research Park, Charlottesville, VA, USA
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Cho YH, Craig ME, Jopling T, Chan A, Donaghue KC. Higher body mass index predicts cardiac autonomic dysfunction: A longitudinal study in adolescent type 1 diabetes. Pediatr Diabetes 2018; 19:794-800. [PMID: 29383813 DOI: 10.1111/pedi.12642] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2017] [Revised: 12/04/2017] [Accepted: 12/25/2017] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Obesity is associated with an increased risk of cardiovascular morbidity in adults with diabetes. OBJECTIVE To examine the predictive role of body mass index (BMI) and adiposity on cardiac autonomic function in childhood onset type 1 diabetes. SUBJECTS Two hundred and fifty-three participants with type 1 diabetes (aged 8-30 years) were assessed for diabetes complications at a tertiary hospital, and followed over 7 years (total 922 visits). METHODS Heart rate variability (HRV) measures assessed by 10-minute electrocardiography recording using LabChart Pro were standard deviation of RR intervals, time between consecutive QRS complexes, [SDNN], root mean squared difference of successive RR intervals (RMSSD), triangular index (TI), and low to high frequency ratio [LF:HF]. Multivariable generalized estimating equations were used to model the longitudinal associations between HRV measures and clinical variables (BMI standard deviation scores [SDS], waist:height ratio, total daily insulin dose/kg (TDD) and hemoglobin A1c [HbA1c]). RESULTS At baseline, mean age was 14.4 ± 2.7 years, diabetes duration 7.1 ± 3.7 years, HbA1c 8.3% ± 1.5% (67 ± 16 mmol/mol), and 33% were overweight/obese (BMI ≥85th percentile). At final visit, mean age was 18.5 ± 2.7 years, duration 11.3 ± 3.9 years, HbA1c 9.0% ± 1.8% (75 ± 20 mmol/mol), and 40% were overweight/obese. Adiposity (higher BMI SDS or waist: height ratio) was a significant predictor of worse HRV (lower SDNN, RMSSD; P < .05), while higher HbA1c and TDD predicted all adverse HRV measures (lower SDNN, RMSSD, TI; P < .05) and abnormal sympathovagal balance (higher LF:HF ratio; P < .05). CONCLUSIONS Higher BMI and central adiposity are associated with cardiac autonomic dysfunction in childhood onset type 1 diabetes, after adjusting for HbA1c. Interventions targeting overweight/obesity during adolescence may optimize long-term vascular health in type 1 diabetes.
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Affiliation(s)
- Yoon H Cho
- The Children's Hospital at Westmead, Institute of Endocrinology and Diabetes, Westmead, Australia.,University of Sydney, Discipline of Child and Adolescent Health, Camperdown, Australia
| | - Maria E Craig
- The Children's Hospital at Westmead, Institute of Endocrinology and Diabetes, Westmead, Australia.,University of Sydney, Discipline of Child and Adolescent Health, Camperdown, Australia.,University of New South Wales, School of Women's and Children's Health, Randwick, Australia
| | - Tracey Jopling
- The Children's Hospital at Westmead, Institute of Endocrinology and Diabetes, Westmead, Australia
| | - Albert Chan
- The Children's Hospital at Westmead, Institute of Endocrinology and Diabetes, Westmead, Australia
| | - Kim C Donaghue
- The Children's Hospital at Westmead, Institute of Endocrinology and Diabetes, Westmead, Australia.,University of Sydney, Discipline of Child and Adolescent Health, Camperdown, Australia
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35
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Jaiswal M, Divers J, Urbina EM, Dabelea D, Bell RA, Pettitt DJ, Imperatore G, Pihoker C, Dolan LM, Liese AD, Marcovina S, Linder B, Feldman EL, Pop-Busui R. Cardiovascular autonomic neuropathy in adolescents and young adults with type 1 and type 2 diabetes: The SEARCH for Diabetes in Youth Cohort Study. Pediatr Diabetes 2018; 19:680-689. [PMID: 29292558 PMCID: PMC5938122 DOI: 10.1111/pedi.12633] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2017] [Revised: 10/26/2017] [Accepted: 12/07/2017] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVE To estimate the prevalence of and risk factors for cardiovascular autonomic neuropathy (CAN) in adolescents and young adults with type 1 and type 2 diabetes enrolled in the SEARCH for Diabetes in Youth Study. METHODS The study included 1646 subjects with type 1 diabetes (age 18 ± 4 years, diabetes duration 8 ± 2 years, HbA1c 9.1 ± 1.9%, 76% non-Hispanic Whites) and 252 with type 2 diabetes (age 22 ± 4 years, diabetes duration 8 ± 2 years, HbA1c 9.2 ± 3.0%, 45% non-Hispanic Blacks). Cross-sectional and longitudinal risk factors were assessed at baseline and follow-up visits. Area under the curve (AUC) was used to assess the longitudinal glycemic exposure and cardiovascular risk factors. CAN was assessed by time and frequency domain indices of heart rate variability (HRV). CAN was defined as the presence of ≥3 of 5 abnormal HRV indices. RESULTS The prevalence of CAN was 12% in adolescents and young adults with type 1 diabetes and 17% in those with type 2 diabetes. Poor long-term glycemic control (AUC HbA1c), high blood pressure, and elevated triglyceride levels were correlates of CAN in subjects with type 1 diabetes. In those with type 2 diabetes, CAN was associated with elevated triglycerides and increased urinary albumin excretion. CONCLUSIONS The prevalence of CAN in this multiethnic cohort of adolescents and young adults with type 1 and type 2 diabetes are comparable to those reported in adults with diabetes. Suboptimal glycemic control and elevated triglycerides were the modifiable risk factors associated with CAN.
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Affiliation(s)
- Mamta Jaiswal
- Department of Neurology, University of Michigan, Ann Arbor, Michigan
| | - Jasmin Divers
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Elaine M. Urbina
- Preventive Cardiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio
| | - Dana Dabelea
- Department of Epidemiology, Colorado School of Public Health, Aurora, Colorado
| | - Ronny A. Bell
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | | | - Giuseppina Imperatore
- Division of Diabetes Translation, Centers of Disease Control and Prevention, Atlanta, Georgia
| | - Catherine Pihoker
- Department of Pediatrics, University of Washington, Seattle Washington
| | - Lawrence M. Dolan
- Division of Endocrinology, Children’s Hospital Medical Center, Cincinnati, Ohio
| | - Angela D. Liese
- Department of Epidemiology and Biostatistics and Center for Research in Nutrition and Health Disparities, Arnold School of Public Health, University of South Carolina, South Carolina
| | - Santica Marcovina
- Northwest Lipid Research Laboratory, University of Washington, Seattle, Washington
| | - Barbara Linder
- Division of Diabetes, Endocrinology and Metabolic Diseases, National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, Maryland
| | - Eva L. Feldman
- Department of Neurology, University of Michigan, Ann Arbor, Michigan
| | - Rodica Pop-Busui
- Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
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36
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Mizeva I, Zharkikh E, Dremin V, Zherebtsov E, Makovik I, Potapova E, Dunaev A. Spectral analysis of the blood flow in the foot microvascular bed during thermal testing in patients with diabetes mellitus. Microvasc Res 2018; 120:13-20. [PMID: 29802880 DOI: 10.1016/j.mvr.2018.05.005] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Revised: 04/04/2018] [Accepted: 05/13/2018] [Indexed: 11/30/2022]
Abstract
Timely diagnostics of microcirculatory system abnormalities, which are the most severe diabetic complications, is one of the major problems facing modern health care. Functional abnormalities manifest themselves earlier than the structural ones, and therefore their assessment is the issue of primary importance. In this study Laser Doppler flowmetry, a noninvasive technique for the cutaneous blood flow monitoring, was utilized together with local temperature tests and wavelet analysis. The study of the blood flow in the microvascular bed of toes was carried out in the control group of 40 healthy subjects and in two groups of 17 type 1 and 23 type 2 diabetic patients. The local temperature tests demonstrated that the diabetic patients have impaired vasodilation in response to local heating. The tendency for impaired low frequency pulsations of the blood flow associated with endothelial and neurogenic activities in both diabetes groups was observed. Local thermal tests induced variations in perfusion and its spectral characteristics, which were different in the groups under study. In our opinion, the obtained preliminary results can be a basis for further research and provide a deeper understanding of pathological processes that drive microvascular abnormalities caused by diabetes mellitus.
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Affiliation(s)
- Irina Mizeva
- Institute of Continuous Media Mechanics, Korolyov 1, Perm 614013, Russia.
| | - Elena Zharkikh
- Orel State University, 95 Komsomolskaya St, Orel 302026, Russia
| | - Viktor Dremin
- Orel State University, 95 Komsomolskaya St, Orel 302026, Russia
| | - Evgeny Zherebtsov
- Aston Institute of Photonic Technologies, Aston University, Aston Triangle, B4 7ET Birmingham, UK
| | - Irina Makovik
- Orel State University, 95 Komsomolskaya St, Orel 302026, Russia
| | - Elena Potapova
- Orel State University, 95 Komsomolskaya St, Orel 302026, Russia
| | - Andrey Dunaev
- Orel State University, 95 Komsomolskaya St, Orel 302026, Russia
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37
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Eleftheriadou I, Drosos GC, Tentolouris A, Konstantonis G, Sfikakis PP, Protogerou AD, Tentolouris N. Pulse pressure amplification and cardiac autonomic dysfunction in patients with type 2 diabetes mellitus. J Hum Hypertens 2018; 32:531-539. [DOI: 10.1038/s41371-018-0070-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2017] [Revised: 04/24/2018] [Accepted: 04/25/2018] [Indexed: 11/09/2022]
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38
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Wang S, He Y, Xu L, Zhang S, Gu X, Gu J, Shi J, Shen Y, Tang Z. Association between QTc interval prolongation and outcomes of diabetic foot ulcers: Data from a 4-year follow-up study in China. Diabetes Res Clin Pract 2018; 138:26-34. [PMID: 29382590 DOI: 10.1016/j.diabres.2018.01.021] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2017] [Revised: 12/30/2017] [Accepted: 01/23/2018] [Indexed: 11/19/2022]
Abstract
OBJECTIVES To examine whether QTc interval prolongation is an independent risk factor of outcomes in patients with diabetic foot ulcers (DFU). RESEARCH DESIGN AND METHODS 331 patients with type 2 diabetes and DFU hospitalized in a Chinese tertiary hospital were recruited. ECG was done at baseline and QTc interval was calculated through Bazett's formula. Participants were classified into 2 groups according to the QTc interval as prolonged (≥440 ms) or not (<440 ms). These patients were followed-up for an average of 48 months to observe the outcomes, including ulcer healing, ulcer recurrence, nonfatal cerebral or cardiovascular events (NCCVE), cerebral cardiovascular death, cardiac death and all-cause death. The associations between the risk of outcomes and QTc interval prolongation, as well as per 1-SD increase in QTc interval were analyzed by Cox proportional-hazards models. RESULTS In terms of the univariate Cox proportional hazard models, patients with QTc interval prolongation had a higher all-cause mortality (HR = 1.621, 95%CI: 1.040-2.526, P = .013), higher cardiac mortality (HR = 2.011 95%CI: 1.106-3.657, P = .019), higher cerebral cardiovascular mortality (HR = 1.525, 95%CI: 0.8151-2.852, P = .045). The multivariate analysis showed that QTc prolongation was an independent risk factor for cardiac death (HR = 5.465, 95%CI: 2.818-8.112, P = .039). Similar results were obtained when QTc interval was used as a continue variable, a 1-SD increase in QTc interval was associated with an 5.883 times risk for cardiac mortality (HR = 6.883, 95%CI: 4.153-9.613, P = .012). The association between QTc interval prolongation with ulcer healing, recurrence and NCCVE were not observed either in univariate or multivariate analysis (P > .05). CONCLUSION QTc interval prolongation was a plausible predictor for cardiac death in DFU patients, but it cannot accurately predict ulcer healing or recurrence.
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Affiliation(s)
- Shumin Wang
- Shanghai Clinical Center for Endocrine and Metabolism Diseases, Yuanyang Subdivision for Diabetic Foot Disease, Shanghai Institute of Endocrine and Metabolism Disease, Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai 200025, China
| | - Yang He
- Shanghai Clinical Center for Endocrine and Metabolism Diseases, Yuanyang Subdivision for Diabetic Foot Disease, Shanghai Institute of Endocrine and Metabolism Disease, Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai 200025, China
| | - Lei Xu
- Shanghai Clinical Center for Endocrine and Metabolism Diseases, Yuanyang Subdivision for Diabetic Foot Disease, Shanghai Institute of Endocrine and Metabolism Disease, Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai 200025, China
| | - Shanshan Zhang
- Shanghai Clinical Center for Endocrine and Metabolism Diseases, Yuanyang Subdivision for Diabetic Foot Disease, Shanghai Institute of Endocrine and Metabolism Disease, Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai 200025, China
| | - Xueming Gu
- Department of Internal Medicine, Shanghai Yuanyang Hospital, Shanghai 200031, China
| | - Junyi Gu
- Department of Internal Medicine, Shanghai Yuanyang Hospital, Shanghai 200031, China
| | - Jianyuan Shi
- Department of Internal Medicine, Shanghai Yuanyang Hospital, Shanghai 200031, China
| | - Yaping Shen
- Department of Internal Medicine, Shanghai Yuanyang Hospital, Shanghai 200031, China
| | - Zhengyi Tang
- Shanghai Clinical Center for Endocrine and Metabolism Diseases, Yuanyang Subdivision for Diabetic Foot Disease, Shanghai Institute of Endocrine and Metabolism Disease, Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai 200025, China; Department of Internal Medicine, Shanghai Yuanyang Hospital, Shanghai 200031, China.
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39
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Kadoya M, Kurajoh M, Kakutani-Hatayama M, Morimoto A, Miyoshi A, Kosaka-Hamamoto K, Shoji T, Moriwaki Y, Inaba M, Koyama H. Low sleep quality is associated with progression of arterial stiffness in patients with cardiovascular risk factors: HSCAA study. Atherosclerosis 2018; 270:95-101. [DOI: 10.1016/j.atherosclerosis.2018.01.039] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Revised: 12/27/2017] [Accepted: 01/24/2018] [Indexed: 11/17/2022]
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40
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Stoyell-Conti FF, Santos F, Machi JF, Hernandez DR, Barboza CA, Irigoyen MC, De Angelis K, Morris M. Measurement of Mouse Heart Rate Variability using Echocardiographic System. J Cardiovasc Echogr 2018; 28:90-94. [PMID: 29911004 PMCID: PMC5989555 DOI: 10.4103/jcecho.jcecho_51_17] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Aim: We employed an echocardiographic (ECHO) system as the backbone for the collection of electrocardiogram (ECG) and heart rate variability (HRV) data. The system was tested using an exercise model in which C57 male mice were exposed to sham or forced wheel running. Methods: Peak/peak (RR) interval was recorded over a 3 min period using the ECG platform of the ECHO system. Isoflurane-anesthetized male mice were divided into two groups (n = 8/group): sedentary (S) and forced wheel trained (T). HRV was analyzed in time and frequency domains (Fast Fourier Transform). Exercise training (T) was performed on a motorized wheel at low intensity 1 h/day, 5 days/week, 8 weeks duration. Cardiac morphometry and function were analyzed using ECHO while ECG was the basis to measure HRV. The sampling rate was 8000 Hz. Results show that the trained mice presented a reduction in heart rate as compared to the sedentary group. This was associated with lower cardiac sympathetic and higher parasympathetic modulation leading to an improved sympathetic/parasympathetic ratio (low-frequency band/high-frequency band). The trained group showed a reduction in isovolumetric relaxation time, reduced myocardial performance index, increased relative wall thickness, and left ventricle mass when compared to the sedentary group. Conclusion: Results document the utility of combining the ECHO and the ECG platform, allowing for the dual measurement of autonomic and cardiac function in mice.
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Affiliation(s)
- Filipe Fernandes Stoyell-Conti
- Laboratory of Translational Physiology, Nove de Julho University, Sao Paulo, Brazil.,Institute of Neuro-Immune Medicine, Nova Southeastern University, FL, USA
| | - Fernando Santos
- Institute of Neuro-Immune Medicine, Nova Southeastern University, FL, USA.,Hypertension Unit, Heart Institute (InCor), School of Medicine, University of Sao Paulo, Sao Paulo, Brazil
| | - Jacqueline Freire Machi
- Institute of Neuro-Immune Medicine, Nova Southeastern University, FL, USA.,Hypertension Unit, Heart Institute (InCor), School of Medicine, University of Sao Paulo, Sao Paulo, Brazil.,Miami VA Healthcare System, FL, USA
| | - Diana Rosa Hernandez
- Institute of Neuro-Immune Medicine, Nova Southeastern University, FL, USA.,Miami VA Healthcare System, FL, USA
| | | | - Maria-Cláudia Irigoyen
- Hypertension Unit, Heart Institute (InCor), School of Medicine, University of Sao Paulo, Sao Paulo, Brazil
| | - Kátia De Angelis
- Laboratory of Translational Physiology, Nove de Julho University, Sao Paulo, Brazil.,Hypertension Unit, Heart Institute (InCor), School of Medicine, University of Sao Paulo, Sao Paulo, Brazil.,Department of Physiology, Federal University of Sao Paulo, Sao Paulo, Brazil
| | - Mariana Morris
- Institute of Neuro-Immune Medicine, Nova Southeastern University, FL, USA.,Miami VA Healthcare System, FL, USA
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41
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Jasser-Nitsche H, Varga EM, Borkenstein HM, Höntzsch J, Suppan E, Weinhandl G, Pieringer L, Avian A, Fröhlich-Reiterer E. Type 1 diabetes in children and adolescents is not associated with a reduced prevalence of atopy and allergic diseases. Pediatr Diabetes 2017; 18:890-894. [PMID: 28239959 DOI: 10.1111/pedi.12504] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2016] [Revised: 12/09/2016] [Accepted: 12/28/2016] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Type 1 diabetes mellitus (T1D) as well as allergies in childhood have increased worldwide during the last 2 decades. The reasons for this increase are still unknown but early life origins are being discussed, such as dietary and hygiene factors that may play a role in the development of both diseases. The aim of this study was to compare the prevalence of allergies in children with and without T1D and to define potential influencing factors. MATERIALS AND METHODS Data were collected from 104 patients with T1D (n = 104; mean age 11.4 ± 4.4 years; m/f: 77/27) and 104 healthy controls (CG) (n = 104; mean age 11.4 ± 4.3 years; m/f: 77/27). A questionnaire on allergic symptoms was obtained from each individual. In parallel, ImmunoCAP tests to detect specific allergen sensitization were performed. RESULTS Allergen sensitization rates were not significantly different between both groups (T1D: 42% vs CG 38%; P = 0.625). In both groups, a comparable number of patients reported allergic symptoms in the questionnaire (T1D: 20% vs CG 26%; P = 0.43). Allergen sensitization and allergic symptoms were independent of breastfeeding, pets at home or diabetes duration. However, in T1D, fewer family members smoked (T1D: 10% vs CG 56%; P < 0.001). CONCLUSIONS The present cohort study shows the same prevalence of allergy and atopy in a pediatric diabetes population compared to healthy controls. Diabetes per se does not seem to influence the development of allergies.
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Affiliation(s)
- Hildegard Jasser-Nitsche
- Department of Pediatrics, Division of General Pediatrics, Medical University of Graz, Graz, Austria
| | - Eva-Maria Varga
- Department of Pediatrics, Division of Respiratory and Allergic Disease, Medical University of Graz, Graz, Austria
| | | | - Julia Höntzsch
- Department of Pediatrics, Division of General Pediatrics, Medical University of Graz, Graz, Austria
| | - Elisabeth Suppan
- Department of Pediatrics, Division of General Pediatrics, Medical University of Graz, Graz, Austria
| | - Gudrun Weinhandl
- Department of Pediatrics, Division of General Pediatrics, Medical University of Graz, Graz, Austria
| | - Lisa Pieringer
- Department of Pediatrics, Division of General Pediatrics, Medical University of Graz, Graz, Austria
| | - Alexander Avian
- Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Graz, Austria
| | - Elke Fröhlich-Reiterer
- Department of Pediatrics, Division of General Pediatrics, Medical University of Graz, Graz, Austria
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42
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Gourgari E, Dabelea D, Rother K. Modifiable Risk Factors for Cardiovascular Disease in Children with Type 1 Diabetes: Can Early Intervention Prevent Future Cardiovascular Events? Curr Diab Rep 2017; 17:134. [PMID: 29101482 PMCID: PMC5670186 DOI: 10.1007/s11892-017-0968-y] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
PURPOSE OF REVIEW Patients with type 1 diabetes have increased risk for cardiovascular disease. The purpose of this review is to examine the following: i) current evidence for subclinical cardiovascular disease (CVD) in children with type 1 diabetes (T1DM) ii) known modifiable risk factors for CVD and their relationship to subclinical CVD in this population iii) studies that have addressed these risk factors in order to improve CVD outcomes in children with T1DM RECENT FINDINGS: Subclinical CVD presents in children as increased carotid intima-media thickness, increased arterial stiffness, and endothelial and myocardial dysfunction. Modifiable risk factors for CVD include hyperglycemia, hyperlipidemia, obesity, hypertension, depression, and autonomic dysfunction. Very few randomized controlled studies have been done in children with T1DM to examine how modification of these risk factors can affect their CVD. Children with T1DM have subclinical CVD and multiple modifiable risk factors for CVD. More research is needed to define how modification of these factors affects the progression of CVD.
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Affiliation(s)
- Evgenia Gourgari
- Department of Pediatrics, Georgetown University, Washington DC, USA
- Section on Endocrinology and Genetics, Program on Developmental Endocrinology & Genetics (PDEGEN) and Pediatric Endocrinology Inter-Institute Training Program, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD USA
| | - Dana Dabelea
- Department of Epidemiology, Colorado School of Public Health, University of Colorado Denver, Aurora, CO USA
| | - Kristina Rother
- Section on Pediatric Diabetes and Metabolism, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health, Bethesda, MD USA
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43
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Hu M, Wang S, Wang D, Lai Q, Chen X, Duan S, Zhao M, Huang J. Combined moderate and high intensity exercise with dietary restriction improves cardiac autonomic function associated with a reduction in central and systemic arterial stiffness in obese adults: a clinical trial. PeerJ 2017; 5:e3900. [PMID: 29018628 PMCID: PMC5632535 DOI: 10.7717/peerj.3900] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2017] [Accepted: 09/17/2017] [Indexed: 01/04/2023] Open
Abstract
Objective The present study aimed to assess the effects of exercise with dietary restriction on cardiac autonomic activity, arterial stiffness, and cardiovascular biomarkers in obese individuals. Methods Seventeen obese adults completed an 8-week exercise and dietary program. Anthropometry, body composition, and multiple biochemical markers were measured. We used carotid-femoral pulse wave velocity (cfPWV), brachial-ankle pulse wave velocity (baPWV), central blood pressure, and augmentation index (AIx) to assess arterial stiffness. To determine cardiac autonomic activity, heart rate variability (HRV) was analyzed by standard deviation of normal-to-normal intervals (SDNN), square root of the mean squared differences of successive normal-to-normal intervals (RMSSD), total power (TF), low-frequency power in normalized units (LFnu), high-frequency power in normalized units (HFnu), and low-frequency power/high-frequency power (LF/HF). Results Following the exercise and diet intervention, obese subjects had significant reductions in body weight, body mass index, body fat percentage, brachial systolic blood pressure, and resting heart rate, and they had shown improvements in blood chemistry markers such as lipid profiles, insulin, and high-sensitivity C-reactive protein. There was a significant reduction in both cfPWV and baPWV following the intervention when compared to baseline levels. Moreover, the AIx and aortic systolic blood pressure were significantly reduced after the intervention. The diet and exercise intervention significantly increased cardiac autonomic modulation (determined by improved SDNN, RMSSD, TP LF, HF, and LF/HF), which was partly due to changes in heart rate, insulin resistance, and the inflammatory pattern. Furthermore, we observed a correlation between enhanced cardiac autonomic modulation (LF/HF) and decreased arterial stiffness, as measured by central cfPWV and systemic baPWV. Discussion An 8-week combined intervention of diet and exercise is effective in improving cardiac autonomic function in obese adults, with an associated decrease in central and systemic arterial stiffness.
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Affiliation(s)
- Min Hu
- Guangdong Provincial Key Laboratory of Sports and Health Promotion, Scientific Research Center, Guangzhou Sport University, Guangzhou, China.,Department of Sports and Health, Guangzhou Sport University, Guangzhou, China
| | - Shen Wang
- Guangdong Provincial Key Laboratory of Sports and Health Promotion, Scientific Research Center, Guangzhou Sport University, Guangzhou, China.,Department of Sports and Health, Guangzhou Sport University, Guangzhou, China.,School of Kinesiology, Shanghai University of Sport, Shanghai, China
| | - Dan Wang
- Guangdong Provincial Key Laboratory of Sports and Health Promotion, Scientific Research Center, Guangzhou Sport University, Guangzhou, China.,Department of Sports and Health, Guangzhou Sport University, Guangzhou, China
| | - Qinhao Lai
- Guangdong Provincial Key Laboratory of Sports and Health Promotion, Scientific Research Center, Guangzhou Sport University, Guangzhou, China.,Department of Sports and Health, Guangzhou Sport University, Guangzhou, China
| | - Xiaoying Chen
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, China
| | - Shiwei Duan
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, China
| | - Mengke Zhao
- Guangdong Provincial Key Laboratory of Sports and Health Promotion, Scientific Research Center, Guangzhou Sport University, Guangzhou, China.,Department of Sports and Health, Guangzhou Sport University, Guangzhou, China
| | - Junhao Huang
- Guangdong Provincial Key Laboratory of Sports and Health Promotion, Scientific Research Center, Guangzhou Sport University, Guangzhou, China.,Department of Sports and Health, Guangzhou Sport University, Guangzhou, China
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Chorepsima S, Eleftheriadou I, Tentolouris A, Moyssakis I, Protogerou A, Kokkinos A, Sfikakis PP, Tentolouris N. Pulse wave velocity and cardiac autonomic function in type 2 diabetes mellitus. BMC Endocr Disord 2017; 17:27. [PMID: 28526073 PMCID: PMC5438530 DOI: 10.1186/s12902-017-0178-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2017] [Accepted: 05/15/2017] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Increased carotid-femoral pulse wave velocity (PWV) has been associated with incident cardiovascular disease, independently of traditional risk factors. Cardiac autonomic dysfunction is a common complication of diabetes and has been associated with reduced aortic distensibility. However, the association of cardiac autonomic dysfunction with PWV is not known. In this study we examined the association between cardiac autonomic function and PWV in subjects with type 2 diabetes mellitus. METHODS A total of 290 patients with type 2 diabetes were examined. PWV was measured at the carotid-femoral segment with applanation tonometry. Central mean arterial blood pressure (MBP) was determined by the same apparatus. Participants were classified as having normal (n = 193) or abnormal (n = 97) PWV values using age-corrected values. Cardiac autonomic nervous system activity was determined by measurement of parameters of heart rate variability (HRV). RESULTS Subjects with abnormal PWV were older, had higher arterial blood pressure and higher heart rate than those with normal PWV. Most of the values of HRV were significantly lower in subjects with abnormal than in those with normal PWV. Multivariate analysis, after controlling for various confounding factors, demonstrated that abnormal PWV was associated independently only with peripheral MBP [odds ratio (OR) 1.049, 95% confidence intervals (CI) 1.015-1.085, P = 0.005], central MBP (OR 1.052, 95% CI 1.016-1.088, P = 0.004), log total power (OR 0.490, 95% CI 0.258-0.932, P = 0.030) and log high frequency power (OR 0.546, 95% CI 0.301-0.991, P = 0.047). CONCLUSIONS In subjects with type 2 diabetes, arterial blood pressure and impaired cardiac autonomic function is associated independently with abnormal PWV.
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Affiliation(s)
- Stamatina Chorepsima
- First Department of Propaedeutic and Internal Medicine, Medical School, National and Kapodistrian University of Athens, Laiko General Hospital, 17 Agiou Thoma St, 11527 Athens, Greece
| | - Ioanna Eleftheriadou
- First Department of Propaedeutic and Internal Medicine, Medical School, National and Kapodistrian University of Athens, Laiko General Hospital, 17 Agiou Thoma St, 11527 Athens, Greece
| | - Anastasios Tentolouris
- First Department of Propaedeutic and Internal Medicine, Medical School, National and Kapodistrian University of Athens, Laiko General Hospital, 17 Agiou Thoma St, 11527 Athens, Greece
| | | | - Athanasios Protogerou
- First Department of Propaedeutic and Internal Medicine, Medical School, National and Kapodistrian University of Athens, Laiko General Hospital, 17 Agiou Thoma St, 11527 Athens, Greece
| | - Alexandros Kokkinos
- First Department of Propaedeutic and Internal Medicine, Medical School, National and Kapodistrian University of Athens, Laiko General Hospital, 17 Agiou Thoma St, 11527 Athens, Greece
| | - Petros P. Sfikakis
- First Department of Propaedeutic and Internal Medicine, Medical School, National and Kapodistrian University of Athens, Laiko General Hospital, 17 Agiou Thoma St, 11527 Athens, Greece
| | - Nikolaos Tentolouris
- First Department of Propaedeutic and Internal Medicine, Medical School, National and Kapodistrian University of Athens, Laiko General Hospital, 17 Agiou Thoma St, 11527 Athens, Greece
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Soares AHG, Farah BQ, Cucato GG, Bastos-Filho CJA, Christofaro DGD, Vanderlei LCM, Lima AHRDA, Ritti-Dias RM. Is the algorithm used to process heart rate variability data clinically relevant? Analysis in male adolescents. EINSTEIN-SAO PAULO 2017; 14:196-201. [PMID: 27462893 PMCID: PMC4943353 DOI: 10.1590/s1679-45082016ao3683] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Accepted: 05/31/2016] [Indexed: 11/22/2022] Open
Abstract
Objective To analyze whether the algorithm used for the heart rate variability assessment (fast Fourier transform versus autoregressive methods) influenced its association with cardiovascular risk factors in male adolescents. Methods This cross-sectional study included 1,152 male adolescents (aged 14 to 19 years). The low frequency, high frequency components (absolute numbers and normalized units), low frequency/high frequency ratio, and total power of heart rate variability parameters were obtained using the fast Fourier transform and autoregressive methods, while the adolescents were resting in a supine position. Results All heart rate variability parameters calculated from both methods were different (p<0.05). However, a low effect size (<0.1) was found for all parameters. The intra-class correlation between methods ranged from 0.96 to 0.99, whereas the variation coefficient ranged from 7.4 to 14.8%. Furthermore, waist circumference was negatively associated with high frequency, and positively associated with low frequency and sympatovagal balance (p<0.001 for both fast Fourier transform and autoregressive methods in all associations). Systolic blood pressure was negatively associated with total power and high frequency, whereas it was positively associated with low frequency and sympatovagal balance (p<0.001 for both fast Fourier transform and autoregressive methods in all associations). Body mass index was negatively associated with high frequency, while it was positively associated with low frequency and sympatovagal balance (p values ranged from <0.001 to 0.007). Conclusion There are significant differences in heart rate variability parameters obtained with the fast Fourier transform and autoregressive methods in male adolescent; however, these differences are not clinically significant.
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Mäki-Petäjä KM, Barrett SML, Evans SV, Cheriyan J, McEniery CM, Wilkinson IB. The Role of the Autonomic Nervous System in the Regulation of Aortic Stiffness. Hypertension 2016; 68:1290-1297. [PMID: 27672029 PMCID: PMC5058641 DOI: 10.1161/hypertensionaha.116.08035] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Accepted: 09/06/2016] [Indexed: 11/16/2022]
Abstract
The autonomic nervous system is important in regulating blood pressure, but whether it regulates aortic stiffness is more contentious. We conducted 3 studies in young, healthy individuals to address this important question. Study 1 was a cross-sectional study of 347 subjects with detailed measurements of hemodynamics and heart rate variability. In study 2, 9 subjects were given a bolus of intravenous nicotinic ganglion blocker, pentolinium, or saline in a random order and hemodynamics and heart rate variability were assessed before and after. In study 3, changes in hemodynamics and heart rate variability were assessed during stimulation of the sympathetic nervous system with the use of isometric handgrip exercise in 12 subjects. Study 1: aortic pulse wave velocity (P=0.003) was lowest in the subjects with the highest parasympathetic activity, but after adjusting for mean arterial pressure, the effect was abolished (P=0.3). Study 2: after pentolinium, sympathetic and parasympathetic activity fell (P=0.001 for both), mean arterial pressure, and heart rate increased (P=0.004 and P=0.04, respectively), but there was no change in pulse wave velocity in comparison to placebo (P=0.1). Study 3: during handgrip exercise, sympathetic activity (P=0.003), mean arterial pressure (P<0.0001), and aortic pulse wave velocity increased (P=0.013). However, pulse wave velocity adjusted for mean arterial pressure did not change (P=0.1). The main finding of these studies is that in young healthy subjects, the autonomic nervous system does not have a pressure-independent role in the regulation of aortic stiffness. However, these findings may not apply to patients with increased sympathetic tone or hypertension.
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Affiliation(s)
- Kaisa M Mäki-Petäjä
- From the Division of Experimental Medicine and Immunotherapeutics, University of Cambridge, United Kingdom.
| | - Sharon M L Barrett
- From the Division of Experimental Medicine and Immunotherapeutics, University of Cambridge, United Kingdom
| | - Sarah V Evans
- From the Division of Experimental Medicine and Immunotherapeutics, University of Cambridge, United Kingdom
| | - Joseph Cheriyan
- From the Division of Experimental Medicine and Immunotherapeutics, University of Cambridge, United Kingdom
| | - Carmel M McEniery
- From the Division of Experimental Medicine and Immunotherapeutics, University of Cambridge, United Kingdom
| | - Ian B Wilkinson
- From the Division of Experimental Medicine and Immunotherapeutics, University of Cambridge, United Kingdom
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Kyrlagkitsis S, Papaioannou TG, Gialafos E, Vavuranakis M, Siasos G, Hatzis G, Kokkou E, Gatzoulis K, Karamanou M, Stefanadis C, Tousoulis D. Relationships between heart rate variability and aortic hemodynamic variables in healthy subjects. Hellenic J Cardiol 2016; 57:359-362. [DOI: 10.1016/j.hjc.2016.11.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2015] [Accepted: 03/24/2016] [Indexed: 11/29/2022] Open
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Tahvanainen AM, Tikkakoski AJ, Koskela JK, Nordhausen K, Viitala JM, Leskinen MH, Kähönen MAP, Kööbi T, Uitto MT, Viik J, Mustonen JT, Pörsti IH. The type of the functional cardiovascular response to upright posture is associated with arterial stiffness: a cross-sectional study in 470 volunteers. BMC Cardiovasc Disord 2016; 16:101. [PMID: 27216309 PMCID: PMC4877753 DOI: 10.1186/s12872-016-0281-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2015] [Accepted: 05/14/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND In a cross-sectional study we examined whether the haemodynamic response to upright posture could be divided into different functional phenotypes, and whether the observed phenotypes were associated with known determinants of cardiovascular risk. METHODS Volunteers (n = 470) without medication with cardiovascular effects were examined using radial pulse wave analysis, whole-body impedance cardiography, and heart rate variability analysis. Based on the passive head-up tilt induced changes in systemic vascular resistance and cardiac output, the principal determinants of blood pressure, a cluster analysis was performed. RESULTS The haemodynamic response could be clustered into 3 categories: upright increase in vascular resistance and decrease in cardiac output were greatest in the first (+45 % and -27 %, respectively), smallest in the second (+2 % and -2 %, respectively), and intermediate (+22 % and -13 %, respectively) in the third group. These groups were named as 'constrictor' (n = 109), 'sustainer' (n = 222), and 'intermediate' (n = 139) phenotypes, respectively. The sustainers were characterized by male predominance, higher body mass index, blood pressure, and also by higher pulse wave velocity, an index of large arterial stiffness, than the other groups (p < 0.01 for all). Heart rate variability analysis showed higher supine and upright low frequency/high frequency (LF/HF) ratio in the sustainers than constrictors, indicating increased sympathovagal balance. Upright LF/HF ratio was also higher in the sustainer than intermediate group. In multivariate analysis, independent explanatory factors for higher pulse wave velocity were the sustainer (p < 0.022) and intermediate phenotypes (p < 0.046), age (p < 0.001), body mass index (p < 0.001), and hypertension (p < 0.001). CONCLUSIONS The response to upright posture could be clustered to 3 functional phenotypes. The sustainer phenotype, with smallest upright decrease in cardiac output and highest sympathovagal balance, was independently associated with increased large arterial stiffness. These results indicate an association of the functional haemodynamic phenotype with an acknowledged marker of cardiovascular risk. TRIAL REGISTRATION ClinicalTrials.gov NCT01742702.
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Affiliation(s)
- Anna M Tahvanainen
- School of Medicine, University of Tampere, Tampere, Finland. .,School of Medicine / Internal Medicine, FIN-33014 University of Tampere, Tampere, Finland.
| | | | | | - Klaus Nordhausen
- Department of Mathematics and Statistics, University of Turku, Turku, Finland
| | - Jani M Viitala
- School of Medicine, University of Tampere, Tampere, Finland
| | | | - Mika A P Kähönen
- School of Medicine, University of Tampere, Tampere, Finland.,Department of Clinical Physiology, Tampere University Hospital, P.O. Box 2000, Tampere, 33521, Finland
| | - Tiit Kööbi
- Department of Clinical Physiology, Tampere University Hospital, P.O. Box 2000, Tampere, 33521, Finland
| | - Marko T Uitto
- School of Medicine, University of Tampere, Tampere, Finland.,Department of Electronics and Communication Engineering, Tampere University of Technology, BioMediTech, Tampere, Finland
| | - Jari Viik
- Department of Electronics and Communication Engineering, Tampere University of Technology, BioMediTech, Tampere, Finland
| | - Jukka T Mustonen
- School of Medicine, University of Tampere, Tampere, Finland.,Department of Internal Medicine, Tampere University Hospital, P.O. Box 2000, Tampere, 33521, Finland
| | - Ilkka H Pörsti
- School of Medicine, University of Tampere, Tampere, Finland.,Department of Internal Medicine, Tampere University Hospital, P.O. Box 2000, Tampere, 33521, Finland
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Shah AS, Dabelea D, Fino NF, Dolan LM, Wadwa RP, D'Agostino R, Hamman R, Marcovina S, Daniels SR, Urbina EM. Predictors of Increased Carotid Intima-Media Thickness in Youth With Type 1 Diabetes: The SEARCH CVD Study. Diabetes Care 2016; 39:418-25. [PMID: 26721813 PMCID: PMC4764035 DOI: 10.2337/dc15-1963] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2015] [Accepted: 11/03/2015] [Indexed: 02/06/2023]
Abstract
OBJECTIVE Youth with type 1 diabetes have worse cardiovascular (CV) risk factors and higher carotid intima-media thickness (IMT) than their peers without diabetes. Whether the burden of CV risk factors over time is associated with carotid IMT at follow-up in youth with type 1 diabetes is not known. RESEARCH DESIGN AND METHODS Two hundred ninety-eight youth with type 1 diabetes (mean age 13.3 ± 2.9 years, 87.6% non-Hispanic white, 53.7% male) had two study visits 5 years apart. CV risk factors, including BMI, lipids, blood pressure, hemoglobin A(1c), and smoking status, were assessed at both visits, and carotid IMT was measured at follow-up using B-mode ultrasonography. Linear regression models with an area under the curve measurement that incorporated the baseline and follow-up CV risk factors were used to evaluate the relationship with carotid IMT at follow-up. RESULTS All CV risk factors worsened significantly over time (except LDL cholesterol) (P < 0.05). From baseline to follow-up, the number of abnormal CV risk factors also increased (P < 0.05). Predictors of carotid IMT were older age, male sex, and higher BMI z score area under the curve (all P < 0.05). CONCLUSIONS The CV risk factor burden increases over time in youth with type 1 diabetes. BMI z score was the only modifiable CV risk factor that predicted carotid IMT. This study highlights the critical need to better understand the risk factors that influence carotid IMT early in the course of type 1 diabetes.
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Affiliation(s)
- Amy S Shah
- Cincinnati Children's Hospital and Department of Pediatrics, University of Cincinnati, Cincinnati, OH
| | - Dana Dabelea
- Department of Epidemiology, Colorado School of Public Health, University of Colorado Denver, Aurora, CO
| | - Nora F Fino
- Department of Biostatistical Sciences, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Lawrence M Dolan
- Cincinnati Children's Hospital and Department of Pediatrics, University of Cincinnati, Cincinnati, OH
| | - R Paul Wadwa
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO
| | - Ralph D'Agostino
- Department of Biostatistical Sciences, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Richard Hamman
- Department of Epidemiology, Colorado School of Public Health, University of Colorado Denver, Aurora, CO
| | - Santica Marcovina
- Northwest Lipid Metabolism and Diabetes Research Laboratories, University of Washington, Seattle, WA
| | - Stephen R Daniels
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO
| | - Elaine M Urbina
- Cincinnati Children's Hospital and Department of Pediatrics, University of Cincinnati, Cincinnati, OH
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Yun JS, Cha SA, Lim TS, Lee EY, Song KH, Ahn YB, Yoo KD, Kim JS, Park YM, Ko SH. Cardiovascular Autonomic Dysfunction Predicts Diabetic Foot Ulcers in Patients With Type 2 Diabetes Without Diabetic Polyneuropathy. Medicine (Baltimore) 2016; 95:e3128. [PMID: 27015188 PMCID: PMC4998383 DOI: 10.1097/md.0000000000003128] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2015] [Revised: 02/13/2016] [Accepted: 02/25/2016] [Indexed: 01/16/2023] Open
Abstract
We investigated the factors that might influence the development of diabetic foot ulcers (DFUs) in type 2 diabetes patients without diabetic polyneuropathy (DPN).From January 2000 to December 2005, a total of 595 patients who had type 2 diabetes without DPN between the ages of 25 and 75 years, and had no prior history of DFUs were consecutively enrolled in the study. A cardiovascular autonomic function test was performed to diagnose cardiovascular autonomic neuropathy (CAN) using heart rate variability parameters.The median follow-up time was 13.3 years. Among the 449 (75.4%) patients who completed the follow-up evaluation, 22 (4.9%) patients developed new ulcers, and 6 (1.3%) patients underwent the procedure for lower extremity amputations. The patients in the DFUs group had a longer duration of diabetes, higher baseline HbA1c levels, higher rates of nephropathy, and CAN. A Cox hazard regression analysis results revealed that the development of DFUs was significantly associated with the presence of CAN (normal vs definite CAN; HR, 4.45; 95% confidence interval, 1.29-15.33) after adjusting for possible confounding factors.The development of DFUs was independently associated with CAN in patients with type 2 diabetes without DPN. We suggested the importance of CAN as a predictor of DFUs even in the patients without DPN, and the need to pay attention to patients with definite CAN and type 2 diabetes.
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Affiliation(s)
- Jae-Seung Yun
- From the Division of Endocrinology and Metabolism (J-SY, S-AC, T-SL, Y-BA, S-HK) Division of Cardiology (K-DY), Department of Internal Medicine, and Department of Rehabilitation Medicine (J-SK), St Vincent's Hospital; Division of Endocrinology and Metabolism, Department of Internal Medicine, Seoul St Mary's Hospital (E-YL); Division of Endocrinology and Metabolism, Department of Internal Medicine, Yeouido St Mary's Hospital (K-HS), College of Medicine, The Catholic University of Korea, Seoul, Korea; and Epidemiology Branch, Department of Health and Human Services, National Institute of Environmental Health Sciences, National Institutes of Health (Y-MP), Research Triangle Park, NC
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