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Bell RC, Zahradka P, Aliani M, Liang Y, Jarman M, MacKenzie M, Chan C, Ozga J, Proctor S, Wishart D, Taylor CG. A Comparison of Dry Bean and Pea Consumption on Serum Cholesterol: A Randomized Controlled Trial in Adults with Mild Hypercholesterolemia. J Nutr 2024; 154:3375-3387. [PMID: 39357673 DOI: 10.1016/j.tjnut.2024.09.011] [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: 06/20/2024] [Revised: 08/23/2024] [Accepted: 09/06/2024] [Indexed: 10/04/2024] Open
Abstract
BACKGROUND Diets including pulses are associated with better cardiovascular profiles, including lipid, glycemia, and hemodynamics; however, evidence is lacking regarding the contributions of individual pulse varieties. OBJECTIVES This randomized, controlled trial examined the effects of beans or peas individually, relative to rice, on LDL-cholesterol levels (primary outcome) and other indices of cardiovascular disease risk (secondary outcomes) at 6 wk in adults with mild hypercholesterolemia. METHODS This randomized, controlled, single-blind, 3-arm parallel-group study was conducted in 2 Canadian cities (Edmonton, Alberta; Winnipeg, Manitoba). Participants (n = 60 per group) were randomly assigned to 6 wk of regular consumption of foods containing either 120 g (∼0.75 cups) of beans (mixture of black, great northern, navy, and pinto) or 120 g (∼0.75 cups) peas (mixture of yellow and green), or identical foods containing white, parboiled rice (control foods). LDL-cholesterol (primary outcome) and indices of lipid metabolism, glycemia, and hemodynamics (secondary outcomes) were assessed. RESULTS Mean LDL-cholesterol was lower in the bean group (-0.21; 95% CI: -0.39, -0.03) but not the pea group (-0.11; 95% CI: -0.29, 0.07) relative to rice after 6 wk. Non-HDL-cholesterol (-0.20; 95% CI: -0.40, -0.002) and total cholesterol (-0.28; 95% CI: -0.49, -0.06) were also lower in the bean compared with rice groups. No changes were noted in triglycerides (-0.07; 95% CI: -0.28, 0.14), glucose (0.02; 95% CI: -0.17, 0.14), insulin (4.94; 95% CI: -5.51, 11.38), or blood pressure (systolic: -1.39; 95% CI: -5.18, 2.40; diastolic: -1.89; 95% CI: -4.65, 0.88). Dietary fiber intake (grams per day or grams per 1000 kcal) was not correlated with LDL-cholesterol (grams per day: r2 = 0.209, P = 0.142; grams per 1000 kcal: r2 =0.126, P = 0.379) in the bean group. Gastrointestinal effects were transient and most often not related to the study foods. CONCLUSIONS Beans, but not peas, lowered LDL-cholesterol, relative to rice, in adults with mild hypercholesterolemia. Fiber may not be responsible for the effect of beans, suggesting other phytochemicals may be the active component(s). Strategies incorporating 120 g of pulses in a meal are feasible for managing some cardiometabolic risk factors. This trial was registered at clinicaltrials.gov as NCT01661543.
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Affiliation(s)
- Rhonda C Bell
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada.
| | - Peter Zahradka
- Department of Food and Human Nutritional Sciences, and Dept of Physiology and Pathophysiology, University of Manitoba, Winnipeg, Manitoba, Canada; Canadian Centre for Agri-Food Research in Health and Medicine (CCARM), St. Boniface Hospital Albrechtsen Research Centre, Winnipeg, Manitoba, Canada
| | - Michel Aliani
- Department of Food and Human Nutritional Sciences, and Dept of Physiology and Pathophysiology, University of Manitoba, Winnipeg, Manitoba, Canada; Canadian Centre for Agri-Food Research in Health and Medicine (CCARM), St. Boniface Hospital Albrechtsen Research Centre, Winnipeg, Manitoba, Canada
| | - YuZhu Liang
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada
| | - Megan Jarman
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada
| | - Michelle MacKenzie
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada
| | - Catherine Chan
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada
| | - Jocelyn Ozga
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada
| | - Spencer Proctor
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada
| | - David Wishart
- Departments of Science, Medicine and Dentistry, Pharmacy and Pharmaceutical Sciences, Biological Sciences, Computing Science, Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | - Carla G Taylor
- Department of Food and Human Nutritional Sciences, and Dept of Physiology and Pathophysiology, University of Manitoba, Winnipeg, Manitoba, Canada; Canadian Centre for Agri-Food Research in Health and Medicine (CCARM), St. Boniface Hospital Albrechtsen Research Centre, Winnipeg, Manitoba, Canada
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Gou R, Xiong S, Liang X, Wu H, Qin S, Li B, Luo C, Chen J. Relationship between Life's Essential 8 and metabolic syndrome among older Americans (NHANES, 2007-2010): navigating biological aging and inflammation. Front Med (Lausanne) 2024; 11:1380464. [PMID: 38903808 PMCID: PMC11188479 DOI: 10.3389/fmed.2024.1380464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 05/24/2024] [Indexed: 06/22/2024] Open
Abstract
Background Metabolic syndrome (MetS) is a global health concern, and it is particularly harmful to middle-aged and elderly individuals. Life Element Eight (LE8), a measure to improve cardiovascular health, may offer benefits for MetS. Herein, we examined the relationship between LE8 and MetS among middle-aged and elderly individuals, and elucidated the role of biological aging and inflammation in this process. Methods We obtained the LE8 scores of 2,901 Americans, along with their biological aging indicators (Biological age, Phenotypic age, Serum Klotho), and computed their inflammatory indicators SII, DII. Using logistic regression model, we assessed the association among inflammatory markers, Biological aging, LE8 and MetS. Additionally, we generated restricted cubic spline (RCS) plots to display trends in significant variables in logistic regression. Using parallel mediation analysis, we evaluated the possible mediating role of various factors in the risk relationship between LE8 and MetS. Results Our examination revealed that higher LE8 scores were associated with a lower incidence of MetS in a fully adjusted model. The high LE8 subgroup had a 79.73% reduction in the risk of MetS compared to the low subgroup with an OR = 0.2027 (95% Cl 0.0871, 0.4714), with similar correlations between health factor scores and MetS risk. Biological aging mediated the associations between LE8, health behaviors and health factor scores and MetS risk. Conclusion A rise in the LE8 score among middle-aged and elderly individuals is a protective factor for MetS, and this association may be partially mediated by biological aging, suggesting that LE8 may reduce the risk of MetS by ameliorating aging.
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Affiliation(s)
- Ruoyu Gou
- School of Public Health, Ningxia Medical University, Yinchuan, Ningxia, China
| | - Si Xiong
- Department of Ultrasonography, Affiliated Liutie Central Hospital of Guangxi Medical University, Liuzhou, Guangxi, China
| | - Xudong Liang
- Department of Cardiology, Affiliated Liutie Central Hospital of Guangxi Medical University, Liuzhou, Guangxi, China
| | - Hao Wu
- Department of Cardiology, Affiliated Liutie Central Hospital of Guangxi Medical University, Liuzhou, Guangxi, China
| | - Shuitao Qin
- Department of Cardiology, Affiliated Liutie Central Hospital of Guangxi Medical University, Liuzhou, Guangxi, China
| | - Bing Li
- Department of Cardiology, Affiliated Liutie Central Hospital of Guangxi Medical University, Liuzhou, Guangxi, China
| | - Changjun Luo
- Department of Cardiology, Affiliated Liutie Central Hospital of Guangxi Medical University, Liuzhou, Guangxi, China
| | - Junan Chen
- Department of Endocrinology, Affiliated Liutie Central Hospital of Guangxi Medical University, Liuzhou, Guangxi, China
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Freitas RDS, de Souza Silva CM, Ferreira Fratelli C, Ramos de Lima L, Morato Stival M, Schwerz Funghetto S, Rodrigues da Silva IC, Vieira de Andrade R. IL-10 and IL-1β Serum Levels, Genetic Variants, and Metabolic Syndrome: Insights into Older Adults' Clinical Characteristics. Nutrients 2024; 16:1241. [PMID: 38674931 PMCID: PMC11053558 DOI: 10.3390/nu16081241] [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: 03/02/2024] [Revised: 04/04/2024] [Accepted: 04/12/2024] [Indexed: 04/28/2024] Open
Abstract
Populational aging is marked by chronic noncommunicable diseases, such as metabolic syndrome (MetS). IL-10 and IL-1β are pleiotropic cytokines with multiple biological effects linked to metabolic disorders. This cross-sectional study assessed 193 participants' IL-10 and IL-1β serum levels regarding their role in developing MetS, clinical characteristics, and their IL1B rs1143627 and IL10 rs1800890 variants' genotype frequencies in a population over 60. IL-10 levels correlated weakly with HDL levels and fat mass and inversely with triglycerides, glucose, glycated hemoglobin, and estimated average blood glucose levels. IL-10 levels were also indirectly influenced by the patient's T2DM duration, lean mass amount, and bone mineral content. Participants with altered HDL, elevated serum glucose, raised HbA1c levels, or those over 80 had reduced serum IL-10 levels compared to those with normal levels or other age groups, respectively. Women also had higher serum IL-10 levels than men. Dissimilarly, IL-1β levels correlated directly only with the number of total leukocytes and segmented neutrophils, showing only significant variations with self-reported alcohol consumption. Our study also found that those with the IL10 AA genotype (lower IL-10 levels) had a significantly higher risk of developing MetS. These findings may help direct future research and more targeted therapeutic approaches in older adults.
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Affiliation(s)
- Renata de Souza Freitas
- Graduate Program in Genomic Sciences and Biotechnology, Catholic University of Brasilia, Federal District, Brasília 72220-900, Brazil (R.V.d.A.)
| | - Calliandra Maria de Souza Silva
- Graduate Program in Health Sciences and Technologies, Faculty of Ceilândia, University of Brasília, Federal District, Brasília 72220-900, Brazil
- Faculty of Ceilândia, University of Brasilia, Federal District, Brasília 72220-900, Brazil
| | - Caroline Ferreira Fratelli
- Graduate Program in Health Sciences and Technologies, Faculty of Ceilândia, University of Brasília, Federal District, Brasília 72220-900, Brazil
| | - Luciano Ramos de Lima
- Faculty of Ceilândia, University of Brasilia, Federal District, Brasília 72220-900, Brazil
| | - Marina Morato Stival
- Graduate Program in Health Sciences and Technologies, Faculty of Ceilândia, University of Brasília, Federal District, Brasília 72220-900, Brazil
- Faculty of Ceilândia, University of Brasilia, Federal District, Brasília 72220-900, Brazil
| | - Silvana Schwerz Funghetto
- Graduate Program in Health Sciences and Technologies, Faculty of Ceilândia, University of Brasília, Federal District, Brasília 72220-900, Brazil
- Faculty of Ceilândia, University of Brasilia, Federal District, Brasília 72220-900, Brazil
| | - Izabel Cristina Rodrigues da Silva
- Graduate Program in Health Sciences and Technologies, Faculty of Ceilândia, University of Brasília, Federal District, Brasília 72220-900, Brazil
- Faculty of Ceilândia, University of Brasilia, Federal District, Brasília 72220-900, Brazil
| | - Rosângela Vieira de Andrade
- Graduate Program in Genomic Sciences and Biotechnology, Catholic University of Brasilia, Federal District, Brasília 72220-900, Brazil (R.V.d.A.)
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Saccaro LF, Aimo A, Panichella G, Sentissi O. Shared and unique characteristics of metabolic syndrome in psychotic disorders: a review. Front Psychiatry 2024; 15:1343427. [PMID: 38501085 PMCID: PMC10944869 DOI: 10.3389/fpsyt.2024.1343427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 02/15/2024] [Indexed: 03/20/2024] Open
Abstract
Introduction People with psychosis spectrum disorders (PSD) face an elevated risk of metabolic syndrome (MetS), which may reduce their life expectancy by nearly 20%. Pinpointing the shared and specific characteristics and clinical implications of MetS in PSD is crucial for designing interventions to reduce this risk, but an up-to-date review on MetS across the psychosis spectrum is lacking. Methods This narrative review fills this gap by examining the clinical literature on characteristics and implications of MetS in both distinct PSD and transdiagnostically, i.e., across traditional categorical diagnoses, with a focus on psychiatric and cardio-metabolic management. Results We discuss common and specific characteristics of MetS in PSD, as well as factors contributing to MetS development in PSD patients, including unhealthy lifestyle factors, genetic predisposition, pro-inflammatory state, drugs consumption, antipsychotic medication, and psychotic symptoms. We highlight the importance of early identification and management of cardio-metabolic risk in PSD patients, as well as the existing gaps in the literature, for instance in the screening for MetS in younger PSD patients. We compare hypotheses-generating clinical associations and characteristics of MetS in different PSD, concluding by reviewing the existing recommendations and challenges in screening, monitoring, and managing MetS in PSD. Conclusion Early identification and management of MetS are crucial to mitigate the long-term cardio-metabolic toll in PSD patients. Interventions should focus on healthy lifestyle and appropriate pharmacological and behavioral interventions. Further translational and clinical research is needed to develop targeted interventions and personalized treatment approaches for this vulnerable population, aiming at improving physical health and overall well-being.
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Affiliation(s)
- Luigi F Saccaro
- Psychiatry Department, Faculty of Medicine, University of Geneva, Geneva, Switzerland
- Psychiatry Department, Geneva University Hospital, Geneva, Switzerland
| | - Alberto Aimo
- Interdisciplinary Center for Health Sciences, Scuola Superiore Sant'Anna, Pisa, Italy
- Cardiology Division, Fondazione Toscana Gabriele Monasterio, Pisa, Italy
| | - Giorgia Panichella
- Interdisciplinary Center for Health Sciences, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Othman Sentissi
- Psychiatry Department, Faculty of Medicine, University of Geneva, Geneva, Switzerland
- Psychiatry Department, Geneva University Hospital, Geneva, Switzerland
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Leitão L, Campos Y, Louro H, Figueira ACC, Figueiredo T, Pereira A, Conceição A, Marinho DA, Neiva HP. Detraining and Retraining Effects from a Multicomponent Training Program on the Functional Capacity and Health Profile of Physically Active Prehypertensive Older Women. Healthcare (Basel) 2024; 12:271. [PMID: 38275551 PMCID: PMC10815818 DOI: 10.3390/healthcare12020271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 01/12/2024] [Accepted: 01/19/2024] [Indexed: 01/27/2024] Open
Abstract
BACKGROUND Resuming a physical exercise program after a period of cessation is common in older women. Monitoring the responses during this detraining (DT) and retraining (RT) may allow us to analyze how the body reacts to an increase and a reduction in physical inactivity. Therefore, we conducted a follow-up training, DT, and RT in prehypertensive older women to analyze the response to these periods. METHODS Twenty-three prehypertensive older women (EG; 68.3 ± 2.8 years; 1.61 ± 0.44 m) performed 36 weeks of the multicomponent training program (MTP) followed by twelve weeks of DT plus eight weeks of RT. Fifteen prehypertensive older women (CG; 66.3 ± 3.2 years; 1.59 ± 0.37 m) maintained their normal routine. Functional capacity (FC), lipid, and hemodynamic profile were assessed before, during 24 and 36 weeks of the MTP, after 4 and 12 weeks of DT, and after 8 weeks of RT. RESULTS After 24 weeks of the MTP, only SBP did not improve. Four weeks of DT did not affect lower body strength (30-CS), TC, or GL. Eight weeks of RT improved BP (SBP: -2.52%; ES: 0.36; p < 0.00; DBP: -1.45%; ES: 0.44; p < 0.02), handgrip strength (3.77%; ES: 0.51; p < 0.00), and 30-CS (3.17%; ES: 0.38; p < 0.04) compared with 36 weeks of the MTP. CONCLUSIONS Eight weeks of RT allowed patients to recover the benefits lost with detraining, which after only four weeks affected them negatively, and the systematic practice of exercise contributed to greater regulation of BP since 24 weeks of the MTP proved not to be enough to promote positive effects of SBP.
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Affiliation(s)
- Luís Leitão
- Sciences and Technology Department, Superior School of Education of Polytechnic Institute of Setubal, 2910-761 Setúbal, Portugal; (A.C.C.F.); (T.F.); (A.P.)
- Life Quality Research Centre, 2040-413 Rio Maior, Portugal
- Department of Sport Sciences, University of Beira Interior, 6201-001 Covilhã, Portugal; (D.A.M.); (H.P.N.)
| | - Yuri Campos
- Post Graduate Program in Physical Education, Federal University of Juiz de Fora, Juiz de Fora 36036-900, Brazil;
- Study Group and Research in Neuromuscular Responses, Federal University of Lavras, Lavras 37200-900, Brazil
| | - Hugo Louro
- Department of Sport Sciences, Sport Sciences School of Rio Maior, Polytechnic Institute of Santarém, 2040-413 Santarém, Portugal; (H.L.); (A.C.)
- Research Center in Sports Sciences, Health Sciences and Human Development (CIDESD), 6201-001 Covilhã, Portugal
| | - Ana Cristina Corrêa Figueira
- Sciences and Technology Department, Superior School of Education of Polytechnic Institute of Setubal, 2910-761 Setúbal, Portugal; (A.C.C.F.); (T.F.); (A.P.)
- Life Quality Research Centre, 2040-413 Rio Maior, Portugal
| | - Teresa Figueiredo
- Sciences and Technology Department, Superior School of Education of Polytechnic Institute of Setubal, 2910-761 Setúbal, Portugal; (A.C.C.F.); (T.F.); (A.P.)
- Life Quality Research Centre, 2040-413 Rio Maior, Portugal
| | - Ana Pereira
- Sciences and Technology Department, Superior School of Education of Polytechnic Institute of Setubal, 2910-761 Setúbal, Portugal; (A.C.C.F.); (T.F.); (A.P.)
- Life Quality Research Centre, 2040-413 Rio Maior, Portugal
| | - Ana Conceição
- Department of Sport Sciences, Sport Sciences School of Rio Maior, Polytechnic Institute of Santarém, 2040-413 Santarém, Portugal; (H.L.); (A.C.)
- Research Center in Sports Sciences, Health Sciences and Human Development (CIDESD), 6201-001 Covilhã, Portugal
| | - Daniel A. Marinho
- Department of Sport Sciences, University of Beira Interior, 6201-001 Covilhã, Portugal; (D.A.M.); (H.P.N.)
- Research Center in Sports Sciences, Health Sciences and Human Development (CIDESD), 6201-001 Covilhã, Portugal
| | - Henrique P. Neiva
- Department of Sport Sciences, University of Beira Interior, 6201-001 Covilhã, Portugal; (D.A.M.); (H.P.N.)
- Research Center in Sports Sciences, Health Sciences and Human Development (CIDESD), 6201-001 Covilhã, Portugal
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Leite MM, de Sousa Neto IV, Dutra MT, Funghetto SS, de Oliveira Silva A, da Silva ICR, Ramos de Lima L, Morato Stival M. Predictive Models of Muscle Strength in Older People with Type 2 Diabetes Mellitus. Clin Interv Aging 2023; 18:1535-1546. [PMID: 37727449 PMCID: PMC10506670 DOI: 10.2147/cia.s414620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 08/03/2023] [Indexed: 09/21/2023] Open
Abstract
Purpose To propose predictive models for absolute muscle strength (AMS) of elderly people with type 2 Diabetes Mellitus (DM2) in primary health care. Patients and Methods The cross-sectional study was conducted with 138 elderly diabetics. The AMS was measured by a JAMAR® hydraulic handgrip dynamometer, determined by the sum of both hands. The following indices were evaluated: waist-to-height ratio (WHtR), body mass index (BMI), Lipid Accumulation Product (LAP), Triglyceride/High Density Lipoprotein (TG/HDL) ratio and platelet/lymphocyte ratio (PLR). Multiple linear regression was used in the statistical analysis. Results The final regression model indicated 66.4% (R²=0.66) of the variation in AMS. WHtR decreased AMS by 41.1% (β = -0.19; t = -3.70; p < 0.001), while PLR by 11.3% (β = -0.12; t = -2.36; p = 0.020). Male sex increased AMS by 10.6% (β = 0.32; t = 4.16; p < 0.001), and lean mass (LM) by 0.89% (β = 0.46; t = 6.03; p < 0.001). Conclusion WHtR and PLR predicted a decrease, while male sex and LM predicted an increase in AMS. It is suggested that these markers be used as screening measures for variation in AMS in older adults with DM2. These results have relevant practical application in primary health care since the markers are easy to use.
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Affiliation(s)
- Mateus Medeiros Leite
- Graduate Program in Health Sciences and Technologies, University of Brasilia, Faculty of Ceilândia, Brasilia, Brazil
| | - Ivo Vieira de Sousa Neto
- School of Physical Education and Sport of Ribeirão Preto, University of São Paulo (USP), São Paulo, Brazil
| | | | - Silvana Schwerz Funghetto
- Graduate Program in Health Sciences and Technologies, University of Brasilia, Faculty of Ceilândia, Brasilia, Brazil
| | | | | | | | - Marina Morato Stival
- Graduate Program in Health Sciences and Technologies, University of Brasilia, Faculty of Ceilândia, Brasilia, Brazil
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Associations of Mutually Exclusive Categories of Physical Activity and Sedentary Time With Metabolic Syndrome in Older Adults: An Isotemporal Substitution Approach. J Aging Phys Act 2021; 30:323-331. [PMID: 34453023 DOI: 10.1123/japa.2021-0116] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 05/04/2021] [Accepted: 06/05/2021] [Indexed: 11/18/2022]
Abstract
The aim of this study was to examine, theoretically, how reallocating time between the intensity of mutually exclusive categories of physical activity and sedentary behavior time is associated with metabolic syndrome. Four hundred and six older adults (61.6% women) from the second wave of the EpiFloripa Aging Cohort Study were included in the study (mean age 71.7 ± 5.9 years). Isotemporal substitution analysis showed a decrease of 35% (odds ratio: 0.65; 95% confidence interval [0.45, 0.96]) in the risk for metabolic syndrome when replacing 30 min/day of sedentary behavior with an equivalent amount of moderate to vigorous physical activity. Furthermore, it has been observed that older adults classified as low sedentary behavior and physically active were 57% less likely to have metabolic syndrome than participants classified as high sedentary and physically inactive (odds ratio: 0.43; 95% confidence interval [0.19, 0.97]). This study highlights the importance of behavioral categories that may emerge concerning the interrelationships of physical activity and health in older adults, having important implications for future health intervention programs.
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