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Gholami F, Hajiheidari A, Barkhidarian B, Soveid N, Yekaninejad MS, Karimi Z, Bahrampour N, Keshavarz SA, Javdan G, Mirzaei K. A comparison of principal component analysis, reduced-rank regression, and partial least-squares in the identification of dietary patterns associated with cardiometabolic risk factors in Iranian overweight and obese women. BMC Med Res Methodol 2024; 24:215. [PMID: 39333898 PMCID: PMC11428567 DOI: 10.1186/s12874-024-02298-z] [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: 04/29/2023] [Accepted: 07/25/2024] [Indexed: 09/30/2024] Open
Abstract
BACKGROUND According to epidemiological studies, unhealthy dietary patterns and lifestyle lead to rising obesity and cardiometabolic diseases in Iran. Hybrid techniques were used to identify a dietary pattern characterized by fiber, folic acid, and carotenoid intake due to their association with cardiometabolic risk factors such as anthropometric measurements, blood pressure, lipid profile, C-Reactive Protein (CRP), Plasminogen Activator Inhibitor (PAI), Homeostatic Model Assessment Index (HOMA Index), cardiometabolic index (CMI), and monocyte chemoattractant protein (MCP-1). So, the objective of the recent study is to compare the reduced-rank regression (RRR) and partial least-squares (PLS) approaches to principal component analysis (PCA) for estimating diet-cardiometabolic risk factor correlations in Iranian obese women. METHODS Data on dietary intake was gathered from 376 healthy overweight and obese females aged 18 to 65 years using a 147-item food frequency questionnaire (FFQ). In this cross-sectional study, participants were referred to health centers of Tehran. Dietary patterns were developed using PCA, PLS, and RRR, and their outputs were assessed to identify reasonable patterns connected to cardiometabolic risk factors. The response variables for PLS and RRR were fiber, folic acid, and carotenoid intake. RESULTS In this study, 3 dietary patterns were identified by the PCA method, 2 dietary patterns by the PLS method, and one dietary pattern by the RRR method. High adherence to the plant-based dietary pattern identified by all methods were associated with higher fat free mass index (FFMI) (P < 0.05). Women in the highest tertile of the plant-based dietary pattern identified by PLS had 0.06 mmol/L (95% CI: 0.007,0.66, P = 0.02), 0.36 mmHg (95% CI: 0.14,0.88, P = 0.02), and 0.46 mg/l (95% CI: 0.25,0.82, P < 0.001), lower FBS, DBP, and CRP respectively than women in the first tertile. Also, PLS and RRR-derived patterns explained greater variance in the outcome (PCA: 1.05%; PLS: 11.62%; RRR: 25.28%), while the PCA dietary patterns explained greater variance in the food groups (PCA: 22.81%; PLS: 14.54%; RRR: 1.59%). CONCLUSION PLS was found to be more appropriate in determining dietary patterns associated with cardiometabolic-related risk factors. Nevertheless, the advantage of PLS over PCA and RRR must be confirmed in future longitudinal studies with extended follow-up in different settings, population groups, and response variables.
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Affiliation(s)
- Fatemeh Gholami
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences (TUMS), P.O Box 6446, 14155, Tehran, Iran.
| | | | - Bahareh Barkhidarian
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences (TUMS), P.O Box 6446, 14155, Tehran, Iran
| | - Neda Soveid
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences (TUMS), P.O Box 6446, 14155, Tehran, Iran
| | - Mir Saeid Yekaninejad
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Science, Tehran, Iran
| | - Zahra Karimi
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Science, Tehran, Iran
| | - Niki Bahrampour
- Department of Nutrition, Science and Research Branch, Islamic Azad University (SRBIAU), Tehran, Iran
| | - Seyed Ali Keshavarz
- Department of Clinical Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Gholamali Javdan
- Food Health Research Center, Hormozgan University of Medical Sciences, Bandar 'Abbas, Iran
| | - Khadijeh Mirzaei
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences (TUMS), P.O Box 6446, 14155, Tehran, Iran.
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Lembo M, Strisciuglio T, Fonderico C, Mancusi C, Izzo R, Trimarco V, Bellis A, Barbato E, Esposito G, Morisco C, Rubattu S. Obesity: the perfect storm for heart failure. ESC Heart Fail 2024; 11:1841-1860. [PMID: 38491741 PMCID: PMC11287355 DOI: 10.1002/ehf2.14641] [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: 07/14/2023] [Revised: 11/27/2023] [Accepted: 12/05/2023] [Indexed: 03/18/2024] Open
Abstract
Obesity condition causes morphological and functional alterations involving the cardiovascular system. These can represent the substrates for different cardiovascular diseases, such as atrial fibrillation, coronary artery disease, sudden cardiac death, and heart failure (HF) with both preserved ejection fraction (EF) and reduced EF. Different pathogenetic mechanisms may help to explain the association between obesity and HF including left ventricular remodelling and epicardial fat accumulation, endothelial dysfunction, and coronary microvascular dysfunction. Multi-imaging modalities are required for appropriate recognition of subclinical systolic dysfunction typically associated with obesity, with echocardiography being the most cost-effective technique. Therapeutic approach in patients with obesity and HF is challenging, particularly regarding patients with preserved EF in which few strategies with high level of evidence are available. Weight loss is of extreme importance in patients with obesity and HF, being a primary therapeutic intervention. Sodium-glucose co-transporter-2 inhibitors have been recently introduced as a novel tool in the management of HF patients. The present review aims at analysing the most recent studies supporting pathogenesis, diagnosis, and management in patients with obesity and HF.
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Affiliation(s)
- Maria Lembo
- Department of Advanced Biochemical SciencesFederico II UniversityNaplesItaly
| | - Teresa Strisciuglio
- Department of Advanced Biochemical SciencesFederico II UniversityNaplesItaly
| | - Celeste Fonderico
- Department of Advanced Biochemical SciencesFederico II UniversityNaplesItaly
| | - Costantino Mancusi
- Department of Advanced Biochemical SciencesFederico II UniversityNaplesItaly
| | - Raffaele Izzo
- Department of Advanced Biochemical SciencesFederico II UniversityNaplesItaly
| | - Valentina Trimarco
- Department of Advanced Biochemical SciencesFederico II UniversityNaplesItaly
| | - Alessandro Bellis
- Emergenza Accettazione DepartmentAzienda Ospedaliera ‘Antonio Cardarelli’NaplesItaly
| | - Emanuele Barbato
- Department of Clinical and Molecular MedicineSapienza University of RomeRomeItaly
| | - Giovanni Esposito
- Department of Advanced Biochemical SciencesFederico II UniversityNaplesItaly
| | - Carmine Morisco
- Department of Advanced Biochemical SciencesFederico II UniversityNaplesItaly
| | - Speranza Rubattu
- Department of Clinical and Molecular MedicineSapienza University of RomeRomeItaly
- IRCCS NeuromedPozzilliItaly
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Salinas-Mandujano RG, Reynoso-Camacho R, Salgado LM, Ramos-Gomez M, Pérez-Ramírez IF, Aguilar-Galarza A, Moreno-Celis U, Anaya-Loyola MA. A New Approach Using BMI and FMI as Predictors of Cardio-Vascular Risk Factors among Mexican Young Adults. Eur J Investig Health Psychol Educ 2023; 13:2063-2081. [PMID: 37887147 PMCID: PMC10606082 DOI: 10.3390/ejihpe13100146] [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: 08/01/2023] [Revised: 09/17/2023] [Accepted: 09/20/2023] [Indexed: 10/28/2023] Open
Abstract
The study aimed to identify accurate cut-off points for waist circumference (WC), body fat percentage (BF%), body mass index (BMI), fat mass index (FMI), and fat-free mass index (FFMI), and to determine their effective accuracy to predict cardiovascular risk factors (CVRFs) among Mexican young adults. A cross-sectional study was conducted among 1730 Mexican young adults. Adiposity measures and CVRFs were assessed under fasting conditions. The optimal cut-off points were assessed using the receiver operating characteristic curve (ROC). Age-adjusted odds ratios (OR) were used to assess the associations between anthropometric measurements and CVRFs. The cut-off values found, in females and males, respectively, for high WC (≥72.3 and ≥84.9), high BF% (≥30 and ≥22.6), high BMI (≥23.7 and ≥24.4), high FMI (≥7.1 and ≥5.5), and low FFMI (≤16 and ≤18.9) differ from those set by current guidelines. High BMI in women, and high FMI in men, assessed by the 50th percentile, had the best discriminatory power in detecting CVRFs, especially high triglycerides (OR: 3.07, CI: 2.21-4.27 and OR: 3.05, CI: 2.28-4.08, respectively). Therefore, these results suggest that BMI and FMI measures should be used to improve the screening of CVRFs in Mexican young adults.
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Affiliation(s)
- Rocío Guadalupe Salinas-Mandujano
- Department of Food Science, School of Chemistry, Autonomous University of Queretaro, C. U., Cerro de las Campanas, S/N, Queretaro 76010, Mexico; (R.G.S.-M.)
| | - Rosalía Reynoso-Camacho
- Department of Food Science, School of Chemistry, Autonomous University of Queretaro, C. U., Cerro de las Campanas, S/N, Queretaro 76010, Mexico; (R.G.S.-M.)
| | - Luis Miguel Salgado
- Centro de Investigación en Ciencia Aplicada y Tecnología Avanzada, Instituto Politécnico Nacional, Queretaro 76090, Mexico
| | - Minerva Ramos-Gomez
- Department of Food Science, School of Chemistry, Autonomous University of Queretaro, C. U., Cerro de las Campanas, S/N, Queretaro 76010, Mexico; (R.G.S.-M.)
| | - Iza F. Pérez-Ramírez
- Department of Food Science, School of Chemistry, Autonomous University of Queretaro, C. U., Cerro de las Campanas, S/N, Queretaro 76010, Mexico; (R.G.S.-M.)
| | - Adriana Aguilar-Galarza
- Department of Studies in Human Nutrition, School of Natural Science, Autonomous University of Queretaro, Av. de las Ciencias, S/N., Juriquilla, Delegación Santa Rosa Jauregui, Queretaro 76230, Mexico
| | - Ulisses Moreno-Celis
- Department of Studies in Human Nutrition, School of Natural Science, Autonomous University of Queretaro, Av. de las Ciencias, S/N., Juriquilla, Delegación Santa Rosa Jauregui, Queretaro 76230, Mexico
| | - Miriam Aracely Anaya-Loyola
- Department of Studies in Human Nutrition, School of Natural Science, Autonomous University of Queretaro, Av. de las Ciencias, S/N., Juriquilla, Delegación Santa Rosa Jauregui, Queretaro 76230, Mexico
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Mancusi C, Manzi MV, de Simone G, Morisco C, Lembo M, Pilato E, Izzo R, Trimarco V, Trimarco B, De Luca N. Carotid Atherosclerosis Predicts Blood Pressure Control in Patients With Hypertension: The Campania Salute Network Registry. J Am Heart Assoc 2022; 11:e022345. [PMID: 35043688 PMCID: PMC9075070 DOI: 10.1161/jaha.121.022345] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Background The 2018 European Society of Cardiology/European Society of Hypertension arterial hypertension guidelines do not recommend routine carotid ultrasound as a tool to identify hypertension‐mediated organ damage, unless clinically indicated. However, carotid plaque (CP) is a strong correlate of increased arterial stiffness, which influences blood pressure (BP) control over time. Thus, we assessed whether evidence of CP at first visit could predict BP control during follow‐up. Methods and Results From the CSN (Campania Salute Network) Registry, 6684 patients with hypertension had complete carotid ultrasound examination and were categorized by the presence of CP at baseline. Optimal BP control was defined as average BP <140/90 mm Hg and <135/85 during follow‐up for office and home BP, respectively. At baseline, participants with CP (n=3061) were more likely to be men, to be older, to have diabetes, and to exhibit higher systolic BP, lower diastolic BP, worse lipid profile, and higher prevalence of left ventricular hypertrophy (all P<0.0001) than patients without CP. Optimal office BP control was adjudicated in 54% with and 62% without CP (P<0.0001), and optimal home BP in 51% with and 58% without CP (P<0.01). Presence of CP was significantly associated with the reduced probability of controlled office BP during follow‐up (both P<0.0001), independently of significant effect of older age, male sex, higher baseline BP values, classes of medication, and presence of left ventricular hypertrophy, and only attenuated by duration of hypertension. Conclusions Presence of CP in treated patients with hypertension is associated with suboptimal BP control during follow‐up, independently of worse metabolic profile and presence of left ventricular hypertrophy.
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Affiliation(s)
- Costantino Mancusi
- Department of Advanced Biomedical Sciences Federico II University Naples Italy
| | | | - Giovanni de Simone
- Department of Advanced Biomedical Sciences Federico II University Naples Italy
| | - Carmine Morisco
- Department of Advanced Biomedical Sciences Federico II University Naples Italy
| | - Maria Lembo
- Department of Advanced Biomedical Sciences Federico II University Naples Italy
| | - Emanuele Pilato
- Department of Advanced Biomedical Sciences Federico II University Naples Italy
| | - Raffaele Izzo
- Department of Advanced Biomedical Sciences Federico II University Naples Italy
| | | | - Bruno Trimarco
- Department of Advanced Biomedical Sciences Federico II University Naples Italy
| | - Nicola De Luca
- Department of Advanced Biomedical Sciences Federico II University Naples Italy
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Wrist circumference as a novel predictor of transition from metabolically healthy to unhealthy phenotype in overweight/obese adults: a gender-stratified 15.5-year follow-up. BMC Public Health 2021; 21:2276. [PMID: 34903195 PMCID: PMC8670068 DOI: 10.1186/s12889-021-12371-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 12/03/2021] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Individuals with transition from metabolically healthy overweight/obese (MHO) to metabolically unhealthy overweight/obese (MUO) phenotype are significantly predisposed to greater risks of cardiovascular events compared to those with a persistent MHO phenotype. The aim of this study was to evaluate the predictive performance of wrist circumference for this transition in adults over a 15.5-year follow-up. METHODS We included 309 males and 821 females with the age of ≥18 years old, body mass index ≥25 kg/m2, and metabolically healthy status according to the criteria of the Joint Interim Statement. The incidence of MUO phenotype was evaluated for each gender, across tertiles wrist circumference, using Cox-proportional hazard models. RESULTS The overall rate of transition from MHO to MUO phenotype was 87.1% in males and 77.5% in females. The hazard ratios (HRs) with 95% CI across second and third tertiles of wrist circumference were 0.89 (0.64-1.24) and 1.31 (0.99-1.73) in men (P for trend =0.027); and 1.34 (1.09-1.66) and 1.61 (1.30-2.00) in women (P for trend <0.001), respectively. After multivariable adjustment, HRs across second and third tertiles of wrist circumference were 0.92 (0.64-1.32) and 1.18 (0.83-1.67) in males (p for trend =0.352), and 1.32 (1.05-1.65) and 1.34 (1.06-1.96) in females (p for trend =0.025), respectively. CONCLUSIONS Wrist circumference significantly predicts the transition from MHO to MUO phenotype in adults of both genders. However, it is an independent predictor of the transition only in females. Future studies are warranted to clarify the role of wrist circumference mechanisms on metabolic risk deterioration.
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Relationship between arm-to-leg and limbs-to-trunk body composition ratio and cardiovascular disease risk factors. Sci Rep 2021; 11:17414. [PMID: 34465815 PMCID: PMC8408188 DOI: 10.1038/s41598-021-96874-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 08/17/2021] [Indexed: 12/25/2022] Open
Abstract
We aimed to analyze the relationship of the distribution of body fat mass (FM) and fat-free mass (FFM) in the limbs and trunk with the prevalence of cardiovascular disease risk factors (CVD-RF). In total, 13,032 adults were selected from the KNHANES (2008–2011). The prevalence of hypertension, diabetes mellitus (DM), dyslipidemia, and metabolic syndrome (MetS) according to the arm-to-leg ratio and limbs-to-trunk ratio for FM and FFM was compared, respectively. The higher the arm-to-leg FM ratio, the higher the prevalence of CVD-RF (DM-male-OR 7.04, 95% CI 4.22–11.74; DM-female-OR 10.57, 95% CI 5.80–19.26; MetS-male-OR 4.47, 95% CI 3.41- 5.86; MetS-female-OR 8.73, 95% CI 6.38–11.95). The higher the limbs-to-trunk FM ratio (DM-male-OR 0.12, 95% CI 0.07–0.21; DM-female-OR 0.12, 95% CI 0.06–0.23; MetS-male-OR 0.06, 95% CI 0.04–0.08; MetS-female-OR 0.02, 95% CI 0.01–0.04), the higher the limbs-to-trunk FFM ratio (DM-male-OR 0.19, 95% CI 0.11–0.31; DM-female-OR 0.46, 95% CI 0.30–0.70; MetS-male-OR 0.39, 95% CI 0.31–0.50; MetS-female-OR 0.62, 95% CI 0.50–0.78), and the higher the arm-to-leg FFM ratio (MetS-male-OR 0.75, 95% CI 0.59–0.94; MetS-female-OR 0.73, 95% CI 0.58–0.92), the lower the prevalence of CVD-RF. The higher the FM of the legs compared to the arms, FFM of the arms compared to the legs, and FM or FFM of the limbs compared to the trunk, the lower the prevalence of CVD-RF.
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Impact of visit-to-visit blood pressure variability on hypertensive-mediated target organ damage and future cardiovascular events: the Campania salute network. J Hypertens 2021; 39:1852-1858. [PMID: 34001810 DOI: 10.1097/hjh.0000000000002847] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Exaggerated variability of blood pressure (BP) poses additional stress on cardiovascular system independent of BP average value, increasing risk of target organ damage (HMOD) and cardiovascular events. We assessed the impact of visit-to-visit variability (VVV) of BP on development of cardiovascular events and HMOD. METHODS Standard deviation (SD) and coefficient of variability of mean SBP and DBP were calculated in 3555 patients from the Campania Salute Network registry, with available echocardiogram and more than six visits during follow-up. Values from the first visit were excluded. The impact of VVV of BP on cardiovascular events, and mediation of HMOD were assessed at final visit. RESULTS Mean number of visits was 11 ± 6 with mean interval between visits of 9.1 ± 3.7 months. Mean visit-to-visit SD during follow-up was 13 ± 5 for systolic and 8 ± 3 mmHg for DBP; coefficients of variability were 9.7 ± 3.5 and of 9.6 ± 3.2, respectively. In multivariable analysis, left ventricular mass at follow-up was correlated with systolic VVV of BP independently of significant effect of age, BMI, mean SBP during follow-up and initial left ventricular mass. Follow-up GFR was inversely associated with systolic and diastolic VVV, independently of significant effect of age, mean glucose and SBP during follow-up, and initial GFR. In Cox regression, high VVV of BP was also associated with increased risk of cardiovascular events (hazard ratio 1.49, 95% confidence interval 1.08-2.06, P = 0.015), independently of significant effect of HMOD. CONCLUSION VVV is associated with prevalent HMOD and development of cardiovascular events, independently of mean BP value during follow-up and HMOD.
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Assessment of carotid cross-sectional area in hypertensive patients: phenotyping and prognostic validation in The Campania Salute Network. J Hum Hypertens 2020; 35:524-529. [PMID: 32541664 DOI: 10.1038/s41371-020-0365-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Revised: 05/16/2020] [Accepted: 06/01/2020] [Indexed: 11/08/2022]
Abstract
Increased intima-media thickness (IMT) of common carotid artery (CA) is considered the hallmark of vascular hypertension-mediated target organ damage, even if vessel remodeling due to mechanical stress may also induce changes in diameter. We developed a method computing both diameter and IMT of CA, to assess correlates and prognostic impact of carotid cross-sectional area (CCSA) in a large registry of treated hypertensive patients. We selected 6300 hypertensive patients of the Campania Salute Network registry free of overt cardiovascular (CV) disease and with available CA ultrasound (54 ± 11 years; 57% male). CCSA was computed as:[Formula: see text]CCSA was considered high if >90th percentile of the sex-specific distribution (>48 mm2 in men and >41 mm2 in women). Patients with high CCSA were male, with older age, higher pulse pressure (PP), more prevalent obese and diabetic, with higher total and LDL cholesterol (p < 0.01 for all). During a median follow-up of 60 months (IQR 19-87), 206 incident composite major and minor CV events occurred. In Cox regression analysis high CCSA was associated with more than 100% increased risk of incident CV events ((HR 2.11, 95%CI 1.46-3.1, p < 0.0001), independently of the effect of older age, male sex, PP > 60 mmHg, presence of left ventricular hypertrophy (LVH), carotid plaque (CP), and less anti-RAS therapy (p < 0.05 for all). In treated hypertensive patients, increased CCSA is associated with worse metabolic and lipid profile and predict incident CV events, independently of high PP, presence of LVH and CP.
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Association between muscle mass and insulin sensitivity independent of detrimental adipose depots in young adults with overweight/obesity. Int J Obes (Lond) 2020; 44:1851-1858. [PMID: 32404950 PMCID: PMC7483278 DOI: 10.1038/s41366-020-0590-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Revised: 04/08/2020] [Accepted: 04/29/2020] [Indexed: 12/21/2022]
Abstract
BACKGROUND/OBJECTIVE Less muscle mass has been associated with greater insulin resistance, but whether the association is independent of deleterious adipose depots in young adults with overweight/obesity who are at high risk for type 2 diabetes (T2DM) but are otherwise metabolically healthy is not known. The objective of this study was to determine whether muscle mass is independently associated with insulin sensitivity (IS) in young adults with overweight/obesity. SUBJECTS/METHODS Cross-sectional Clinical Research Center study of 132 adults, 21-45yo, BMI ≥ 25 kg/m2 and metabolically healthy without T2DM. Primary independent variable: percent ideal appendicular lean mass (ALM) calculated as measured ALM divided by predicted ALM for age, weight, and height, calculated using validated NHANES data-based equation. Primary dependent variable: IS by Matsuda index. RESULTS Mean age was 34.3 ± 6.8 years, and mean BMI 35.8 ± 5.8 kg/m2 (mean ± SD). Individuals in the highest % ideal ALM tertile had mean IS 45% higher than the lowest tertile [6.94 ± 0.85 vs 4.80 ± 0.56 (mean ± SEM), p = 0.008] (sex interaction p = 0.003). Men in the highest % ideal ALM tertile had mean IS twice the lowest tertile (5.47 ± 0.68 vs 2.68 ± 0.34, p = 0.001), which remained significant controlling for visceral/subcutaneous and intermuscular adipose tissue, and intramyocellular and intrahepatic lipids (p = 0.03). The association was not significant in women. CONCLUSIONS Muscle mass is associated with IS independent of detrimental adipose depots in young men with overweight/obesity, at risk for T2DM but currently metabolically healthy. Muscle mass relative to sex, age, weight, and height-specific norms may be used to ascertain individual T2DM risk associated with low muscle mass.
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Mancusi C, Losi MA, Albano G, De Stefano G, Morisco C, Barbato E, Trimarco B, De Luca N, de Simone G, Izzo R. Characteristics and Outcomes of Patients Presenting With Hypertensive Urgency in the Office Setting: The Campania Salute Network. Am J Hypertens 2020; 33:414-421. [PMID: 31930302 DOI: 10.1093/ajh/hpaa003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 10/01/2019] [Accepted: 01/11/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Hypertensive urgencies (HypUrg) are defined as severe elevation in blood pressure (BP) without acute target organ damage. In the office setting, treated asymptomatic patients, with severe BP elevation meeting criteria for urgency are often seen. We evaluate incident Cardiovascular (CV) events (n = 311) during follow-up (FU) in patients with HypUrg at first outpatient visit. METHODS HypUrg was defined by systolic BP ≥180 mm Hg and/or diastolic BP ≥110 mm Hg. Patients were >18 years old, with available ultrasound data, without prevalent CV disease, and no more than stage III Chronic Kidney Disease. BP control was defined as the average BP during FU <140/90 mm Hg. RESULTS Four hundred and sixty-nine of 6,929 patients presented with HypUrg at first visit. Patients with HypUrg were more likely to be women, obese and diabetic and with higher prevalence of left ventricle (LV) hypertrophy and carotid plaque (all P < 0.05). During FU patients with HypUrg had 5-fold higher risk of uncontrolled BP (95% confidence interval (CI) 4.1-6.8, P < 0.0001). In Cox regression presenting with HypUrg was not associated with increased CV risk after adjusting for significant covariates, including age, sex, BP control, LV hypertrophy, and carotid plaque (hazard ratio (HR) 1.42, 95% CI (0.96-2.11), P = 0.08). CONCLUSIONS Patients with HypUrg have worst CV risk profile, reduced probability of BP control during FU and greater prevalence of target organ damage, but the excess CV event risk appears to be mediated through BP control, non-BP cardio-vascular disease risk factors, and demographic attributes. CLINICALTRIALS.GOV IDENTIFIER NCT02211365.
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Affiliation(s)
- Costantino Mancusi
- Hypertension Research Center, Department of Advanced Biomedical Science, Federico II University Hospital, Naples, Italy
- Department of Advanced Biomedical Science, Federico II University, Naples, Italy
| | - Maria Angela Losi
- Hypertension Research Center, Department of Advanced Biomedical Science, Federico II University Hospital, Naples, Italy
- Department of Advanced Biomedical Science, Federico II University, Naples, Italy
| | - Giovanni Albano
- Hypertension Research Center, Department of Advanced Biomedical Science, Federico II University Hospital, Naples, Italy
- Department of Advanced Biomedical Science, Federico II University, Naples, Italy
| | - Giuliano De Stefano
- Hypertension Research Center, Department of Advanced Biomedical Science, Federico II University Hospital, Naples, Italy
- Department of Advanced Biomedical Science, Federico II University, Naples, Italy
| | - Carmine Morisco
- Hypertension Research Center, Department of Advanced Biomedical Science, Federico II University Hospital, Naples, Italy
- Department of Advanced Biomedical Science, Federico II University, Naples, Italy
| | - Emanuele Barbato
- Hypertension Research Center, Department of Advanced Biomedical Science, Federico II University Hospital, Naples, Italy
- Department of Advanced Biomedical Science, Federico II University, Naples, Italy
| | - Bruno Trimarco
- Hypertension Research Center, Department of Advanced Biomedical Science, Federico II University Hospital, Naples, Italy
- Department of Advanced Biomedical Science, Federico II University, Naples, Italy
| | - Nicola De Luca
- Hypertension Research Center, Department of Advanced Biomedical Science, Federico II University Hospital, Naples, Italy
- Department of Advanced Biomedical Science, Federico II University, Naples, Italy
| | - Giovanni de Simone
- Hypertension Research Center, Department of Advanced Biomedical Science, Federico II University Hospital, Naples, Italy
- Department of Advanced Biomedical Science, Federico II University, Naples, Italy
| | - Raffaele Izzo
- Hypertension Research Center, Department of Advanced Biomedical Science, Federico II University Hospital, Naples, Italy
- Department of Advanced Biomedical Science, Federico II University, Naples, Italy
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Gerdts E, Regitz-Zagrosek V. Sex differences in cardiometabolic disorders. Nat Med 2019; 25:1657-1666. [PMID: 31700185 DOI: 10.1038/s41591-019-0643-8] [Citation(s) in RCA: 306] [Impact Index Per Article: 51.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Revised: 10/02/2019] [Accepted: 10/04/2019] [Indexed: 02/06/2023]
Abstract
The prevalence of cardiometabolic disorders in both women and men has increased worldwide and is linked to a rise in obesity and obesity-associated associated clustering of other cardiometabolic risk factors such as hypertension, impaired glucose regulation and dyslipidemia. However, the predominance of common types of cardiometabolic disorders such as heart failure, atrial fibrillation and ischemic heart disease is sex specific, and our identification of these and the underlying mechanisms is only just emerging. New evidence suggests that sex hormones, sex-specific molecular mechanisms and gender influence glucose and lipid metabolisms, as well as cardiac energy metabolism, and function. Here we review sex differences in cardiometabolic risk factors, associated preclinical and clinical cardiac disorders and potential therapeutic avenues.
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Affiliation(s)
- Eva Gerdts
- Department of Clinical Science, University of Bergen, Bergen, Norway.
| | - Vera Regitz-Zagrosek
- Berlin Institute for Gender in Medicine, Charité Universitätsmedizin, Berlin, Germany.,DZHK, partner site Berlin, Berlin, Germany
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12
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Anstey DE, Tanner RM, Booth JN, Bress AP, Diaz KM, Sims M, Ogedegbe G, Muntner P, Abdalla M. Inappropriate Left Ventricular Mass and Cardiovascular Disease Events and Mortality in Blacks: The Jackson Heart Study. J Am Heart Assoc 2019; 8:e011897. [PMID: 31407619 PMCID: PMC6759894 DOI: 10.1161/jaha.118.011897] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Background Left ventricular hypertrophy (LVH) is associated with an increased risk for cardiovascular disease (CVD) events and all‐cause mortality. Many individuals without LVH have a left ventricular mass that exceeds the level predicted by their sex, body size, and cardiac workload, a condition called inappropriate left ventricular mass (iLVM). We investigated the association of iLVM with CVD events and all‐cause mortality among blacks. Methods and Results We analyzed data from the Jackson Heart Study, a community‐based cohort of blacks. The current analysis included 4424 participants without CVD and with an echocardiogram at baseline. Among this cohort, the prevalence of iLVM was 13.8%. There were 262 CVD events and 419 deaths over a median follow‐up of 9.7 years (maximum, 12 years). Compared with participants without iLVM, participants with iLVM had a higher rate of CVD events and all‐cause mortality. After multivariable adjustment, including for the presence of LVH, iLVM was associated with an increased risk of CVD events (hazard ratio, 1.87; 95% CI, 1.33–2.62). The multivariable‐adjusted hazard ratio for all‐cause mortality was 1.29 (95% CI, 0.98–1.70). Among participants without and with LVH, the multivariable‐adjusted hazard ratios of iLVM for CVD events were 2.53 (95% CI, 1.68–3.81) and 1.21 (95% CI, 0.74–2.00), respectively (Pinteraction=0.029); and for all‐cause mortality, the hazard ratios were 1.24 (95% CI, 0.81–1.89) and 1.26 (95% CI, 0.86–1.85), respectively (Pinteraction=0.664). Conclusions iLVM is associated with an increased risk for CVD events among blacks without LVH.
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Affiliation(s)
| | | | - John N Booth
- University of Alabama at Birmingham Birmingham AL
| | - Adam P Bress
- University of Utah School of Medicine Salt Lake City UT
| | - Keith M Diaz
- Columbia University Irving Medical Center New York NY
| | - Mario Sims
- University of Mississippi Medical Center Jackson MS
| | | | - Paul Muntner
- University of Alabama at Birmingham Birmingham AL
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Losi MA, Izzo R, Mancusi C, Wang W, Roman MJ, Lee ET, Howard BV, Devereux RB, de Simone G. Depressed Myocardial Energetic Efficiency Increases Risk of Incident Heart Failure: The Strong Heart Study. J Clin Med 2019; 8:jcm8071044. [PMID: 31319598 PMCID: PMC6678469 DOI: 10.3390/jcm8071044] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Revised: 07/11/2019] [Accepted: 07/16/2019] [Indexed: 12/13/2022] Open
Abstract
An estimation of myocardial mechano-energetic efficiency (MEE) per unit of left ventricular (LV) mass (MEEi) can significantly predict composite cardiovascular (CV) events in treated hypertensive patients with normal ejection fraction (EF), after adjustment for LV hypertrophy (LVH). We have tested whether MEEi predicts incident heart failure (HF), after adjustment for LVH, in the population-based cohort of a “Strong Heart Study” (SHS) with normal EF. We included 1912 SHS participants (age 59 ± 8 years; 64% women) with preserved EF (≥50%) and without prevalent CV disease. MEE was estimated as the ratio of stroke work to the “double product” of heart rate times systolic blood pressure. MEEi was calculated as MEE/LV mass, and analyzed in quartiles. During a follow-up study of 9.2 ± 2.3 years, 126 participants developed HF (7%). HF was preceded by acute myocardial infarction (AMI) in 94 participants. A Kaplan-Meier plot, in quartiles of MEEi, demonstrated significant differences, substantially due to the deviation of the lowest quartile (p < 0.0001). Using AMI as a competing risk event, sequential models of Cox regression for incident HF (including significant confounders), demonstrated that low MEEi predicted incident HF not due to AMI (p = 0.026), after adjustment for significant effect of age, LVH, prolonged LV relaxation, diabetes, and smoking habits with negligible effects for sex, hypertension, antihypertensive therapy, obesity, and hyperlipemia. Low LV mechano-energetic efficiency per unit of LVM, is a predictor of incident, non-AMI related, HF in subjects with initially normal EF.
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Affiliation(s)
- Maria-Angela Losi
- Hypertension Research Center, University Federico II of Naples, I-80131 Naples, Italy
- Department of Advanced Biomedical Sciences, University Federico II of Naples, I-80131 Naples, Italy
| | - Raffaele Izzo
- Hypertension Research Center, University Federico II of Naples, I-80131 Naples, Italy
- Department of Advanced Biomedical Sciences, University Federico II of Naples, I-80131 Naples, Italy
| | - Costantino Mancusi
- Hypertension Research Center, University Federico II of Naples, I-80131 Naples, Italy
- Department of Advanced Biomedical Sciences, University Federico II of Naples, I-80131 Naples, Italy
| | - Wenyu Wang
- College of Public Health, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Mary J Roman
- Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Elisa T Lee
- Center for American Indian Health Research, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73126, USA
| | - Barbara V Howard
- Medstar Health Research Institute, and Georgetown-Howard Universities Center for Translational Sciences, Washington, DC 20057, USA
| | - Richard B Devereux
- Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA
| | - Giovanni de Simone
- Hypertension Research Center, University Federico II of Naples, I-80131 Naples, Italy.
- Department of Advanced Biomedical Sciences, University Federico II of Naples, I-80131 Naples, Italy.
- Department of Medicine, Weill Cornell Medical College, New York, NY 10065, USA.
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Mancusi C, Losi MA, Izzo R, Gerdts E, Canciello G, Arnone MI, Trimarco B, de Simone G, De Luca N. Prognostic impact of increased pulse pressure/stroke index in a registry of hypertensive patients: the Campania Salute Network. Blood Press 2019; 28:268-275. [DOI: 10.1080/08037051.2019.1612705] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Affiliation(s)
- Costantino Mancusi
- Hypertension Research Center, Federico II University, Naples, Italy
- Department of Advanced biomedical Science, Federico II University Hospital, Naples, Italy
| | - Maria Angela Losi
- Hypertension Research Center, Federico II University, Naples, Italy
- Department of Advanced biomedical Science, Federico II University Hospital, Naples, Italy
| | - Raffaele Izzo
- Hypertension Research Center, Federico II University, Naples, Italy
- Department of Advanced biomedical Science, Federico II University Hospital, Naples, Italy
| | - Eva Gerdts
- Hypertension Research Center, Federico II University, Naples, Italy
- Department for Clinical Science, University of Bergen, Bergen, Norway
| | - Grazia Canciello
- Hypertension Research Center, Federico II University, Naples, Italy
- Department of Advanced biomedical Science, Federico II University Hospital, Naples, Italy
| | - Maria Immacolata Arnone
- Hypertension Research Center, Federico II University, Naples, Italy
- Department of Advanced biomedical Science, Federico II University Hospital, Naples, Italy
| | - Bruno Trimarco
- Hypertension Research Center, Federico II University, Naples, Italy
- Department of Advanced biomedical Science, Federico II University Hospital, Naples, Italy
| | - Giovanni de Simone
- Hypertension Research Center, Federico II University, Naples, Italy
- Department for Clinical Science, University of Bergen, Bergen, Norway
| | - Nicola De Luca
- Hypertension Research Center, Federico II University, Naples, Italy
- Department of Advanced biomedical Science, Federico II University Hospital, Naples, Italy
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15
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Myocardial mechano-energetic efficiency and insulin resistance in non-diabetic members of the Strong Heart Study cohort. Cardiovasc Diabetol 2019; 18:56. [PMID: 31039789 PMCID: PMC6492323 DOI: 10.1186/s12933-019-0862-9] [Citation(s) in RCA: 49] [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] [Received: 01/17/2019] [Accepted: 04/18/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Myocardial energetic efficiency (MEE), is a strong predictor of CV events in hypertensive patient and is reduced in patients with diabetes and metabolic syndrome. We hypothesized that severity of insulin resistance (by HOMA-IR) negatively influences MEE in participants from the Strong Heart Study (SHS). METHODS We selected non-diabetic participants (n = 3128, 47 ± 17 years, 1807 women, 1447 obese, 870 hypertensive) free of cardiovascular (CV) disease, by merging two cohorts (Strong Heart Study and Strong Heart Family Study, age range 18-93). MEE was estimated as stroke work (SW = systolic blood pressure [SBP] × stroke volume [SV])/"double product" of SBP × heart rate (HR), as an estimate of O2 consumption, which can be simplified as SV/HR ratio and expressed in ml/sec. Due to the strong correlation, MEE was normalized by left ventricular (LV) mass (MEEi). RESULTS Linear trend analyses showed that with increasing quartiles of HOMA-IR patients were older, more likely to be women, obese and hypertensive, with a trend toward a worse lipid profile (all p for trend < 0.001), progressive increase in LV mass index, stroke index and cardiac index and decline of wall mechanics (all p < 0.0001). In multivariable regression, after adjusting for confounders, and including a kinship coefficient to correct for relatedness, MEEi was negatively associated with HOMA-IR, independently of significant associations with age, sex, blood pressure, lipid profile and central obesity (all p < 0.0001). CONCLUSIONS Severity of insulin resistance has significant and independent negative impact on myocardial mechano-energetic efficiency in nondiabetic individual from a population study of American Indians. Trial registration number NCT00005134, Name of registry: Strong Heart Study, URL of registry: https://clinicaltrials.gov/ct2/show/NCT00005134 , Date of registration: May 25, 2000, Date of enrolment of the first participant to the trial: September 1988.
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Fadini GP, Solini A, Manca ML, Zatti G, Karamouzis I, Di Benedetto A, Frittitta L, Avogaro A. Phenotyping normal kidney function in elderly patients with type 2 diabetes: a cross-sectional multicentre study. Acta Diabetol 2018; 55:1121-1129. [PMID: 30090961 DOI: 10.1007/s00592-018-1194-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2018] [Accepted: 07/17/2018] [Indexed: 12/26/2022]
Abstract
AIMS Type 2 diabetes (T2D) accelerates the decline in glomerular function; however, some individuals do not develop chronic kidney disease despite advanced age and long-lasting T2D. We aimed to phenotype patients with T2D aged 80 years or older who presented with a fully preserved kidney function. METHODS From an Italian population of 281,217 T2D outpatients, we collected data on demographics, anthropometrics, diabetes duration, HbA1c, fasting plasma glucose, lipids, liver enzymes, estimated glomerular filtration rate (eGFR), albumin excretion rate (AER), chronic complications, and medication use. We primarily compared patients with a fully preserved kidney function (eGFR > 90 ml/min/1.73 m2 and AER < 30 mg/24 h, or G1A1) with those with mild kidney impairment (eGFR 60-90 ml/min/1.73 m2 and AER < 30 mg/24 h, or G2A1). RESULTS N = 113,860 had available data for eGFR and AER, 21,648 of whom were aged ≥ 80. G1A1 (n = 278) and G2A1 (n = 6647) patients represented 1.3 and 30.7% of aged T2D patients, respectively, with an average diabetes duration of 16 years. Differences between the G1A1 and G2A1 groups were entered in a multiple logistic regression analysis with and without imputation of missing data. After adjustment and in both imputed and non-imputed datasets, younger age, lower BMI and lower triglycerides were associated with fully preserved versus mildly impaired kidney function. The comparison between G1A1 and G1A2/3 yielded different results. CONCLUSIONS In a rare population of patients with a fully preserved kidney function despite old age and long-lasting diabetes, lower BMI and triglycerides suggest that protection from lipotoxicity may preserve kidney function over time.
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Affiliation(s)
- G P Fadini
- Department of Medicine, University of Padova, Via Giustiniani 2, 35128, Padua, Italy.
| | - A Solini
- Department of Surgical, Medical, Molecular and Critical Area Pathology, University of Pisa, Pisa, Italy
| | - M L Manca
- Department of Mathematics, University of Pisa, Pisa, Italy
| | - G Zatti
- Department of Medicine, University of Padova, Via Giustiniani 2, 35128, Padua, Italy
| | - I Karamouzis
- Ospedale Maggiore di Novara, 28100, Novara, Italy
| | - A Di Benedetto
- Department of Clinical and Experimental Medicine, University of Messina, 98122, Messina, Italy
| | - L Frittitta
- Department of Internal and Special Medicine, University of Catania, 95122, Catania, Italy
| | - A Avogaro
- Department of Medicine, University of Padova, Via Giustiniani 2, 35128, Padua, Italy
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Mancusi C, Gerdts E, Losi MA, D'Amato A, Manzi MV, Canciello G, Trimarco V, De Luca N, de Simone G, Izzo R. Differential effect of obesity on prevalence of cardiac and carotid target organ damage in hypertension (the Campania Salute Network). Int J Cardiol 2017. [PMID: 28629621 DOI: 10.1016/j.ijcard.2017.06.045] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND Whether increasing body mass index (BMI) is independently associated with parallel increased prevalence of hypertensive vascular and cardiac target organ damage (TOD) needs further clarification. METHODS We analyzed 8815 hypertensive patients without prevalent cardiovascular disease, participating in the Campania Salute Network, grouped into BMI classes (normal 20-24.9kg/m2, overweight 25-29.9kg/m2 and obese ≥30kg/m2). Vascular and cardiac TOD was defined as ultrasound plaque (intima-media thickness>1.5mm) in >1 of the common or internal carotid arteries and echocardiographic left ventricular (LV) hypertrophy (LVH) (LV mass/height2.7>47g/m2.7 in women and >50g/m2.7 in men), respectively. RESULTS A majority of patients were either overweight (49%) or obese (27%). In spite of more use of combination therapy, the obese group had higher blood pressure (BP) and prevalence of TOD. In multivariate logistic analyses, obesity was associated with a 6.9 times higher prevalence of LVH (95% confidence interval [CI] 5.84-8.17, p=0.0001), independent of significant associations with female sex, age, diabetes mellitus, office systolic BP, antihypertensive and antiplatelet treatment. In contrast, only a 17% increased prevalence of carotid plaques (OR=1.17; 95% CI 1.02-1.33, p=0.02) was found in obese patients independent of significant effect of male sex, older age and higher clinic systolic BP, an association that disappeared once effect of metabolic risk factors and related therapy was also considered. CONCLUSIONS In hypertensive patients participating in the Campania Salute Project, concomitant obesity was associated with a modestly increased prevalence of carotid plaques and a pronounced increase in prevalent LVH.
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Affiliation(s)
- Costantino Mancusi
- Hypertension Research Center, Federico II University Hospital, Naples, Italy; Department for Clinical Science, University of Bergen, Bergen, Norway; Department of Advanced biomedical Science, Federico II University Hospital, Naples, Italy
| | - Eva Gerdts
- Hypertension Research Center, Federico II University Hospital, Naples, Italy; Department for Clinical Science, University of Bergen, Bergen, Norway
| | - Maria Angela Losi
- Hypertension Research Center, Federico II University Hospital, Naples, Italy; Department of Advanced biomedical Science, Federico II University Hospital, Naples, Italy
| | - Andrea D'Amato
- Hypertension Research Center, Federico II University Hospital, Naples, Italy; Department of Translational Medical Science, Federico II University Hospital, Naples, Italy
| | - Maria Virginia Manzi
- Hypertension Research Center, Federico II University Hospital, Naples, Italy; Department of Translational Medical Science, Federico II University Hospital, Naples, Italy
| | - Grazia Canciello
- Hypertension Research Center, Federico II University Hospital, Naples, Italy; Department of Advanced biomedical Science, Federico II University Hospital, Naples, Italy
| | - Valentina Trimarco
- Hypertension Research Center, Federico II University Hospital, Naples, Italy; Department of Neurosciences, Federico II University Hospital, Naples, Italy
| | - Nicola De Luca
- Hypertension Research Center, Federico II University Hospital, Naples, Italy; Department of Translational Medical Science, Federico II University Hospital, Naples, Italy
| | - Giovanni de Simone
- Hypertension Research Center, Federico II University Hospital, Naples, Italy; Department of Translational Medical Science, Federico II University Hospital, Naples, Italy
| | - Raffaele Izzo
- Hypertension Research Center, Federico II University Hospital, Naples, Italy; Department of Translational Medical Science, Federico II University Hospital, Naples, Italy
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de Simone G, Wang W, Best LG, Yeh F, Izzo R, Mancusi C, Roman MJ, Lee ET, Howard BV, Devereux RB. Target organ damage and incident type 2 diabetes mellitus: the Strong Heart Study. Cardiovasc Diabetol 2017; 16:64. [PMID: 28499385 PMCID: PMC5427627 DOI: 10.1186/s12933-017-0542-6] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2017] [Accepted: 04/28/2017] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Recent analyses in a registry of hypertensive patients suggested that preceding left ventricular (LV) hypertrophy (LVH) and/or carotid atherosclerosis are associated with incident type 2 diabetes, independent of confounders. We assess the relation between prevalent cardio-renal target organ damage (TOD) and subsequent incident type 2 diabetes in a population-based study with high prevalence of obesity. METHODS We selected 2887 non-diabetic participants from two cohorts of the Strong Heart Study (SHS). Clinical exam, laboratory tests and echocardiograms were performed. Adjudicated TODs were LVH, left atrium (LA) dilatation, and high urine albumin/creatinine ratio (UACR). Multivariable logistic regression models were used to identify variables responsible for the association between initial TODs and incident diabetes at 4-year follow-up (FU). RESULTS After 4 years, 297 new cases of diabetes (10%) were identified, 216 of whom exhibited baseline impaired fasting glucose (IFG, 73%, p < 0.0001). Participants developing type 2 diabetes exhibited higher inflammatory markers, fat-free mass and adipose mass and higher prevalence of initial LVH and LA dilatation than those without (both p < 0.04). In multivariable logistic regression, controlling for age, sex, family relatedness, presence of arterial hypertension and IFG, all three indicators of TOD predicted incident diabetes (all p < 0.01). However, the effects of TOD was offset when body fat and inflammatory markers were introduced into the model. CONCLUSIONS In this population-based study with high prevalence of obesity, TOD precedes clinical appearance of type 2 diabetes and is related to the preceding metabolic status, body composition and inflammatory status. Trial registration Trial registration number: NCT00005134, Name of registry: Strong Heart Study, URL of registry: https://clinicaltrials.gov/ct2/show/NCT00005134, Date of registration: May 25, 2000, Date of enrolment of the first participant to the trial: September 1988.
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Affiliation(s)
- Giovanni de Simone
- Hypertension Research Center and Department of Translational Medical Sciences, Federico II University Hospital, via S. Pansini 5, bld 1, 80131 Naples, Italy
- Weill Cornell Medicine, New York, NY USA
| | - Wenyu Wang
- Center for American Indian Health Research, College of Public Health, University of Oklahoma, Oklahoma City, OK USA
| | - Lyle G. Best
- Epidemiology Department, Missouri Breaks Industries Research Inc, Timber Lake, SD USA
| | - Fawn Yeh
- Center for American Indian Health Research, College of Public Health, University of Oklahoma, Oklahoma City, OK USA
| | - Raffaele Izzo
- Hypertension Research Center and Department of Translational Medical Sciences, Federico II University Hospital, via S. Pansini 5, bld 1, 80131 Naples, Italy
| | - Costantino Mancusi
- Hypertension Research Center and Department of Translational Medical Sciences, Federico II University Hospital, via S. Pansini 5, bld 1, 80131 Naples, Italy
| | | | - Elisa T. Lee
- Center for American Indian Health Research, College of Public Health, University of Oklahoma, Oklahoma City, OK USA
| | - Barbara V. Howard
- MedStar Health Research Institute, Washington, DC USA
- Georgetown/Howard Universities Center for Clinical and Translational Studies, Washington, DC USA
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McFarlin BK, Carpenter KC, Henning AL, Venable AS. Consumption of a high-fat breakfast on consecutive days alters preclinical biomarkers for atherosclerosis. Eur J Clin Nutr 2016; 71:239-244. [PMID: 28000693 DOI: 10.1038/ejcn.2016.242] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2016] [Revised: 08/11/2016] [Accepted: 09/13/2016] [Indexed: 12/30/2022]
Abstract
BACKGROUND/OBJECTIVES Recent research has speculated that the risk of developing atherosclerosis is due to the accumulation of the effects of daily diet choices. The purpose of this study was to examine which of our previously identified preclinical disease risk biomarkers were further elevated when consuming a high-fat (644±50 kcal; 100% recommended dietary allowance for fat), high-calorie (1118±100 kcal; 70% daily caloric needs) breakfast on consecutive days. Young, normal weight females (N=7) participated in this study. SUBJECTS/METHODS Blood samples were taken premeal and hourly for 5-h postprandial. Serum biomarkers (C-peptide, eotaxin, gastric inhibitory polypeptide, granulocyte colony-stimulating factor (G-CSF), granulocyte-monocyte colony-stimulating factor (GM-CSF), insulin, leptin, monocyte chemoattractant protein 1, pancreatic polypeptide (PPY) and tumor necrosis factor-α), monocyte concentration, and adhesion molecule expression (CD11a, CD18 and CD54) were measured. Area under the curve was calculated for each outcome variable as a function of day and data were analyzed for significance. RESULTS We found significant (P<0.05) increases on Day 2 for: GM-CSF (+47%; P=0.041), G-CSF (+31%; P=0.012), PPY (+51%; P=0.049), total monocyte (+110%; P=0.043), pro-inflammatory (PI) monocyte (+60%; P=0.012), PI monocyte CD18 (+960%; P=0.003), PI monocyte CD11a (+230%; P=0.006), and PI monocyte CD54 (+208%; P=0.015). CONCLUSIONS To our knowledge, the present study is the first to report changes in selected biomarkers and monocytes following eating a high-fat, high-calorie breakfast on consecutive days in humans. More research is needed to determine how transient the observed changes are and what the long-term implications for disease risk are.
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Affiliation(s)
- B K McFarlin
- Applied Physiology Laboratory, University of North Texas, Denton, TX, USA.,Department of Biological Sciences, University of North Texas, Denton, TX, USA
| | - K C Carpenter
- Native American Community Health Center, Inc., Phoenix, AZ, USA
| | - A L Henning
- Applied Physiology Laboratory, University of North Texas, Denton, TX, USA.,Department of Biological Sciences, University of North Texas, Denton, TX, USA
| | - A S Venable
- Applied Physiology Laboratory, University of North Texas, Denton, TX, USA.,Department of Biological Sciences, University of North Texas, Denton, TX, USA
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Henning AL, Sampson JNB, McFarlin BK. Measurement of Low-Abundance Intracellular mRNA Using Amplified FISH Staining and Image-Based Flow Cytometry. ACTA ACUST UNITED AC 2016; 76:7.46.1-7.46.8. [PMID: 27037579 DOI: 10.1002/0471142956.cy0746s76] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Recent advances in instrument design and reagent development have enabled the rapid progression in available measurement techniques in the field of flow cytometry. In particular, image-based flow cytometry extends the analysis capacity found in traditional flow cytometry. Until recently, it was not possible to measure intracellular mRNA in specific phenotypes of cells by flow cytometry. In this protocol, a method of completing simultaneous intracellular measurement of mRNA and protein for PPAR-gamma in peripheral blood monocytes, which have been exposed in vitro to modified LDL, is described. The process of PPAR-gamma activation following uptake of modified LDL is believed to play a role in the development of atherogenesis. PPAR-gamma mRNA measurement was made possible using an amplified FISH technique (PrimeFlow RNA Assay) that allowed for detection of low-abundant intracellular mRNA expression. This protocol represents a continued effort by the authors' laboratory to establish and validate new techniques to assess the role of the immune system in chronic disease.
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Affiliation(s)
- Andrea L Henning
- Applied Physiology Laboratory, University of North Texas, Denton, Texas
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