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Engeroff T, Ingmann T, Banzer W. Physical Activity Throughout the Adult Life Span and Domain-Specific Cognitive Function in Old Age: A Systematic Review of Cross-Sectional and Longitudinal Data. Sports Med 2018; 48:1405-1436. [PMID: 29667159 DOI: 10.1007/s40279-018-0920-6] [Citation(s) in RCA: 80] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND A growing body of literature suggests that physical activity might alleviate the age-related neurodegeneration and decline of cognitive function. However, most of this evidence is based on data investigating the association of exercise interventions or current physical activity behavior with cognitive function in elderly subjects. OBJECTIVE We performed a systematic review and hypothesize that physical activity during the adult life span is connected with maintained domain-specific cognitive functions during late adulthood defined as age 60+ years. METHODS We performed a systematic literature search up to November 2017 in PubMed, Web of Science, and Google Scholar without language limitations for studies analyzing the association of leisure physical activity during the adult life span (age 18+ years) and domain-specific cognitive functions in older adults (age 60+ years). RESULTS The literature review yielded 14,294 articles and after applying inclusion and exclusion criteria, nine cross-sectional and 14 longitudinal studies were included. Moderate- and vigorous-intensity leisure physical activity was associated with global cognitive function and specific cognitive domains including executive functions and memory but not attention or working memory. Most studies assessed mid- to late-adulthood physical activity, thus information concerning the influence of young adult life-span physical activity is currently lacking. CONCLUSIONS Observational evidence that moderate- and vigorous-intensity leisure physical activity is beneficially associated with maintained cognitive functions during old age is accumulating. Further studies are necessary to confirm a causal link by assessing objective physical activity data and the decline of cognitive functions at multiple time points during old age.
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Affiliation(s)
- Tobias Engeroff
- Department of Sports Medicine, Goethe University, Ginnheimer Landstrasse 39, 60487, Frankfurt am Main, Germany.
| | - Tobias Ingmann
- Department of Sports Medicine, Goethe University, Ginnheimer Landstrasse 39, 60487, Frankfurt am Main, Germany
| | - Winfried Banzer
- Department of Sports Medicine, Goethe University, Ginnheimer Landstrasse 39, 60487, Frankfurt am Main, Germany
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Lamballais S, Sajjad A, Leening MJG, Gaillard R, Franco OH, Mattace‐Raso FUS, Jaddoe VWV, Roza SJ, Tiemeier H, Ikram MA. Association of Blood Pressure and Arterial Stiffness With Cognition in 2 Population-Based Child and Adult Cohorts. J Am Heart Assoc 2018; 7:e009847. [PMID: 30608188 PMCID: PMC6404174 DOI: 10.1161/jaha.118.009847] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Accepted: 09/07/2018] [Indexed: 12/27/2022]
Abstract
Background High blood pressure levels and higher arterial stiffness have been shown to be associated with lower cognition during adulthood, possibly by accumulative changes over time. However, vascular factors may already affect the brain during early life. Methods and Results We examined the relation between cognition and vascular factors within 5853 children from the Generation R Study (mean age 6.2 years) and 5187 adults from the Rotterdam Study (mean age 61.8 years). Diastolic and systolic blood pressure and arterial stiffness were assessed, the latter by measuring pulse-wave velocity and pulse pressure. For cognition, the Generation R Study relied on nonverbal intelligence, whereas the Rotterdam Study relied on a cognitive test battery to calculate the g-factor, a measure of global cognition. In the Generation R Study, standardized diastolic blood pressure showed a significant association with standardized nonverbal intelligence (β=-0.030, 95% confidence interval=[-0.054; -0.005]) after full adjustment. This association held up after excluding the top diastolic blood pressure decile (β=-0.042 [-0.075; -0.009]), suggesting that the relation holds in normotensives. Within the Rotterdam Study, standardized cognition associated linearly with standardized systolic blood pressure (β=-0.036 [-0.060; -0.012]), standardized pulse-wave velocity (β=-0.064 [-0.095; -0.033]), and standardized pulse pressure (β=-0.044 [-0.069; -0.020], and nonlinearly with standardized diastolic blood pressure (quadratic term β=-0.032 [-0.049; -0.015]) after full adjustment. Conclusions Blood pressure and cognition may already be related in the general population during early childhood, albeit differently than during adulthood.
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Affiliation(s)
- Sander Lamballais
- Department of EpidemiologyErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
- The Generation R Study GroupErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
| | - Ayesha Sajjad
- Department of EpidemiologyErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
| | - Maarten J. G. Leening
- Department of EpidemiologyErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
- Department of CardiologyErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
- Department of Clinical EpidemiologyHarvard T. H. Chan School of Public HealthBostonMA
| | - Romy Gaillard
- Department of EpidemiologyErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
- The Generation R Study GroupErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
| | - Oscar H. Franco
- Department of EpidemiologyErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
| | - Francesco U. S. Mattace‐Raso
- Department of EpidemiologyErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
- Department of Internal MedicineErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
| | - Vincent W. V. Jaddoe
- Department of EpidemiologyErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
- The Generation R Study GroupErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
- Department of PediatricsErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
| | - Sabine J. Roza
- Department of PsychiatryErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
| | - Henning Tiemeier
- Department of EpidemiologyErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
- Department of PsychiatryErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
- Department of Child and Adolescent Psychiatry and PsychologyErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
- Department of Social & Behavioral SciencesHarvard T. H. Chan School of Public HealthBostonMA
| | - M. Arfan Ikram
- Department of EpidemiologyErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
- Department of RadiologyErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
- Department of NeurologyErasmus MC University Medical Center RotterdamRotterdamThe Netherlands
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53
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Cheung C, Bhimani R, Wyman JF, Konczak J, Zhang L, Mishra U, Terluk M, Kartha RV, Tuite P. Effects of yoga on oxidative stress, motor function, and non-motor symptoms in Parkinson's disease: a pilot randomized controlled trial. Pilot Feasibility Stud 2018; 4:162. [PMID: 30377537 PMCID: PMC6198358 DOI: 10.1186/s40814-018-0355-8] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Accepted: 10/15/2018] [Indexed: 01/04/2023] Open
Abstract
Objective To examine the feasibility, acceptability, and preliminary effects of Hatha yoga on oxidative stress, motor function, and non-motor symptoms among individuals with Parkinson's disease (PD). Methods The study has a pilot randomized controlled trial design with two arms: an immediate treatment group and a wait-list control group. The yoga-for-PD program was implemented via twice weekly 60-min group-based classes for 12 weeks. Participants were assessed at baseline, 12 weeks, and 6 months post-intervention. Outcome measures included oxidative stress, motor function, physical activity, cognitive function, sleep quality, and quality of life. Data on program acceptability and yoga adherence were collected during the intervention and at 6 months post-intervention. Results Participants (n = 20) had a mean age of 63 years (SD 8, range 49-75) and disease duration 4.8 years (SD 2.9, range 1-13). All participants had mild-moderate disease severity; 18 (90%) were on dopaminergic medications. Seventeen participants (85%) attended at least 75% of the classes and 4 (20%) attended all classes. Most participants (n = 17) reported they "definitely enjoyed" the intervention program. No adverse events were reported. At 12 weeks, there were no major differences in blood oxidative stress markers between the two groups. Motor function based on the Unified Parkinson's Disease Rating Scale was better in the treatment group, but their scores on sleep and outlook in Parkinson's Disease Quality of Life (PDQUALIF) Scale and the physical activity levels based on the Longitudinal Aging Study Amsterdam Physical Activity Questionnaire were worse than those of the control group. In within-group comparisons, motor function, cognitive function, and catalase improved but three PDQUALIF domains (social and role function, sleep, and outlook) and physical activity level worsened by the end of the yoga intervention program compared to baseline. The response rate for the 6-month follow-up survey was 74% (n = 14) with six participants (43%) who signed up for a yoga class and four (29%) who practiced it independently. Health problems were the main barrier to yoga practice. Conclusion Yoga is feasible and acceptable and may serve as a complementary method for improving motor function in PD. Further research using a larger sample size is needed to determine its impact on oxidative stress and non-motor symptoms. Trial registration ClinicalTrials.gov Registration Number: NCT02509610031.
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Affiliation(s)
- Corjena Cheung
- 1School of Nursing, University of Minnesota, Minneapolis, MN 55455 USA
| | - Rozina Bhimani
- 1School of Nursing, University of Minnesota, Minneapolis, MN 55455 USA
| | - Jean F Wyman
- 1School of Nursing, University of Minnesota, Minneapolis, MN 55455 USA
| | - Jürgen Konczak
- 2School of Kinesiology, University of Minnesota, Minneapolis, MN 55455 USA
| | - Lei Zhang
- 3Clinical and Translational Science Institute, University of Minnesota, Minneapolis, MN 55455 USA
| | - Usha Mishra
- 4Center for Orphan Drug Research, Department of Experimental & Clinical Pharmacology, University of Minnesota, Minneapolis, MN 55455 USA
| | - Marcia Terluk
- 4Center for Orphan Drug Research, Department of Experimental & Clinical Pharmacology, University of Minnesota, Minneapolis, MN 55455 USA
| | - Reena V Kartha
- 4Center for Orphan Drug Research, Department of Experimental & Clinical Pharmacology, University of Minnesota, Minneapolis, MN 55455 USA
| | - Paul Tuite
- 5Department of Neurology, University of Minnesota, Minneapolis, MN 55455 USA
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54
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Trajanoska K, Schoufour JD, Darweesh SK, Benz E, Medina-Gomez C, Alferink LJ, Lahousse L, Brusselle G, Stricker B, Darwish Murad S, Zillikens MC, Uitterlinden AG, Ikram MA, Franco OH, Rivadeneira F. Sarcopenia and Its Clinical Correlates in the General Population: The Rotterdam Study. J Bone Miner Res 2018; 33:1209-1218. [PMID: 29502340 DOI: 10.1002/jbmr.3416] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Revised: 01/25/2018] [Accepted: 02/19/2018] [Indexed: 01/01/2023]
Abstract
Sarcopenia, a complex multifactorial condition, is characterized by loss of muscle mass and function, which increases progressively with age. The existence of different definitions has contributed to the large variation in the prevalence estimates of sarcopenia. We aimed to estimate the prevalence of sarcopenia in the general population using the European Working Group on Sarcopenia in Older People (EWGSOP) proposed definition and compared baseline demographic and clinical characteristics between the nonsarcopenia, presarcopenia, and sarcopenia individuals, with particular emphasis on the overlap with osteoporosis and fracture risk. We studied 5911 subjects at a mean age of 69.2 years (55.8% female) with data on sarcopenia participating in the Rotterdam Study, a prospective population-based cohort study in Rotterdam, the Netherlands. Presarcopenia was defined as having only low muscle mass, whereas sarcopenia was defined based on the presence of low muscle mass, plus either low muscle strength or low physical performance. The prevalence of presarcopenia and sarcopenia was 5.9% and 4.4%, respectively. Individuals with sarcopenia were older, more often males, smokers, with less optimal dietary intake, and more often disabled with lower physical activity. Although the prevalence of fractures was higher in individuals with low lean mass (presarcopenic [16.6%] and sarcopenic [23.5%]) compared with the no sarcopenic group (15.5%), the differences were not present after correcting for age and sex. There were no statistical differences in the prevalence of chronic diseases, with the exception of a higher prevalence of COPD in presarcopenic (29.1%) and sarcopenic (26.9%) individuals compared with nonsarcopenic (13.4%) individuals. Osteoporotic individuals with (odds ratio [OR] = 2.59, 95% confidence interval [CI] 1.41-4.45) and without sarcopenia (OR = 2.75, 95% CI 2.01-3.75) had similar elevated risk of nonvertebral fractures. The presence of sarcopenia appears to be independent of chronic diseases with the exception of COPD and more related to lifestyle factors and disabilities. Sarcopenic individuals in the general population are at no greater risk of fracture than what is determined by their low bone mineral density. © 2018 American Society for Bone and Mineral Research.
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Affiliation(s)
- Katerina Trajanoska
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, The Netherlands.,Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Josje D Schoufour
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, The Netherlands.,Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Sirwan Kl Darweesh
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Elizabeth Benz
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, The Netherlands.,Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Carolina Medina-Gomez
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Louise Jm Alferink
- Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Lies Lahousse
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands.,Department of Respiratory Medicine, Ghent University Hospital, Ghent University, Ghent, Belgium
| | - Guy Brusselle
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands.,Department of Respiratory Medicine, Ghent University Hospital, Ghent University, Ghent, Belgium
| | - Bruno Stricker
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Sarwa Darwish Murad
- Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - M Carola Zillikens
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Andre G Uitterlinden
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - M Arfan Ikram
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Oscar H Franco
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Fernando Rivadeneira
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, The Netherlands.,Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands
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55
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Albrecht M, Koolhaas CM, Schoufour JD, van Rooij FJA, Kavousi M, Ikram MA, Franco OH. Physical activity types and atrial fibrillation risk in the middle-aged and elderly: The Rotterdam Study. Eur J Prev Cardiol 2018; 25:1316-1323. [PMID: 29863405 PMCID: PMC6097116 DOI: 10.1177/2047487318780031] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Background The association between physical activity and atrial fibrillation remains
controversial. Physical activity has been associated with a higher and lower
atrial fibrillation risk. These inconsistent results might be related to the
type of physical activity. We aimed to investigate the association of total
and types of physical activity, including walking, cycling, domestic work,
gardening and sports, with atrial fibrillation. Design Prospective cohort study. Methods Our study was performed in the Rotterdam Study, a prospective
population-based cohort. We included 7018 participants aged 55 years and
older with information on physical activity between 1997–2001. Cox
proportional hazards models were used to examine the association of physical
activity with atrial fibrillation risk. Models were adjusted for biological
and behavioural risk factors and the remaining physical activity types.
Physical activity was categorised in tertiles and the low group was used as
reference. Results During 16.8 years of follow-up (median: 12.3 years, interquartile range:
8.7–15.9 years), 800 atrial fibrillation events occurred (11.4% of the study
population). We observed no association between total physical activity and
atrial fibrillation risk in any model. After adjustment for confounders, the
hazard ratio and 95% confidence interval for the high physical activity
category compared to the low physical activity category was: 0.71
(0.80–1.14) for total physical activity. We did not observe a significant
association between any of the physical activity types with atrial
fibrillation risk. Conclusion Our results suggest that physical activity is not associated with higher or
lower risk of atrial fibrillation in older adults. Neither total physical
activity nor any of the included physical activity types was associated with
atrial fibrillation risk.
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Affiliation(s)
- Marijn Albrecht
- Department of Epidemiology, Erasmus MC –
University Medical Center Rotterdam, The Netherlands
| | - Chantal M Koolhaas
- Department of Epidemiology, Erasmus MC –
University Medical Center Rotterdam, The Netherlands
- Chantal M Koolhaas, Department of
Epidemiology – Erasmus University Medical Center, PO Box 2040, 3000 CA
Rotterdam, The Netherlands.
| | - Josje D Schoufour
- Department of Epidemiology, Erasmus MC –
University Medical Center Rotterdam, The Netherlands
| | - Frank JA van Rooij
- Department of Epidemiology, Erasmus MC –
University Medical Center Rotterdam, The Netherlands
| | - M Kavousi
- Department of Epidemiology, Erasmus MC –
University Medical Center Rotterdam, The Netherlands
| | - M Arfan Ikram
- Department of Epidemiology, Erasmus MC –
University Medical Center Rotterdam, The Netherlands
- Department of Neurology, Erasmus MC –
University Medical Center Rotterdam, The Netherlands
- Department of Radiology, Erasmus MC –
University Medical Center Rotterdam, The Netherlands
| | - Oscar H Franco
- Department of Epidemiology, Erasmus MC –
University Medical Center Rotterdam, The Netherlands
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56
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Glisic M, Rojas LZ, Asllanaj E, Vargas KG, Kavousi M, Ikram MA, Fauser BC, Laven JS, Muka T, Franco OH. Sex steroids, sex hormone-binding globulin and levels of N-terminal pro-brain natriuretic peptide in postmenopausal women. Int J Cardiol 2018; 261:189-195. [DOI: 10.1016/j.ijcard.2018.03.008] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Revised: 02/27/2018] [Accepted: 03/03/2018] [Indexed: 12/21/2022]
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57
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Croll PH, Voortman T, Ikram MA, Franco OH, Schoufour JD, Bos D, Vernooij MW. Better diet quality relates to larger brain tissue volumes: The Rotterdam Study. Neurology 2018; 90:e2166-e2173. [PMID: 29769374 DOI: 10.1212/wnl.0000000000005691] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Accepted: 04/04/2018] [Indexed: 01/31/2023] Open
Abstract
OBJECTIVE To investigate the relation of diet quality with structural brain tissue volumes and focal vascular lesions in a dementia-free population. METHODS From the population-based Rotterdam Study, 4,447 participants underwent dietary assessment and brain MRI scanning between 2005 and 2015. We excluded participants with an implausible energy intake, prevalent dementia, or cortical infarcts, leaving 4,213 participants for the current analysis. A diet quality score (0-14) was calculated reflecting adherence to Dutch dietary guidelines. Brain MRI was performed to obtain information on brain tissue volumes, white matter lesion volume, lacunes, and cerebral microbleeds. The associations of diet quality score and separate food groups with brain structures were assessed using multivariable linear and logistic regression. RESULTS We found that better diet quality related to larger brain volume, gray matter volume, white matter volume, and hippocampal volume. Diet quality was not associated with white matter lesion volume, lacunes, or microbleeds. High intake of vegetables, fruit, whole grains, nuts, dairy, and fish and low intake of sugar-containing beverages were associated with larger brain volumes. CONCLUSIONS A better diet quality is associated with larger brain tissue volumes. These results suggest that the effect of nutrition on neurodegeneration may act via brain structure. More research, in particular longitudinal research, is needed to unravel direct vs indirect effects between diet quality and brain health.
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Affiliation(s)
- Pauline H Croll
- From the Departments of Epidemiology (P.H.C., T.V., M.A.I., O.H.F., J.D.S., D.B., M.W.V.) and Radiology and Nuclear Medicine (P.H.C., D.B., M.W.V.), Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Trudy Voortman
- From the Departments of Epidemiology (P.H.C., T.V., M.A.I., O.H.F., J.D.S., D.B., M.W.V.) and Radiology and Nuclear Medicine (P.H.C., D.B., M.W.V.), Erasmus University Medical Center, Rotterdam, the Netherlands
| | - M Arfan Ikram
- From the Departments of Epidemiology (P.H.C., T.V., M.A.I., O.H.F., J.D.S., D.B., M.W.V.) and Radiology and Nuclear Medicine (P.H.C., D.B., M.W.V.), Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Oscar H Franco
- From the Departments of Epidemiology (P.H.C., T.V., M.A.I., O.H.F., J.D.S., D.B., M.W.V.) and Radiology and Nuclear Medicine (P.H.C., D.B., M.W.V.), Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Josje D Schoufour
- From the Departments of Epidemiology (P.H.C., T.V., M.A.I., O.H.F., J.D.S., D.B., M.W.V.) and Radiology and Nuclear Medicine (P.H.C., D.B., M.W.V.), Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Daniel Bos
- From the Departments of Epidemiology (P.H.C., T.V., M.A.I., O.H.F., J.D.S., D.B., M.W.V.) and Radiology and Nuclear Medicine (P.H.C., D.B., M.W.V.), Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Meike W Vernooij
- From the Departments of Epidemiology (P.H.C., T.V., M.A.I., O.H.F., J.D.S., D.B., M.W.V.) and Radiology and Nuclear Medicine (P.H.C., D.B., M.W.V.), Erasmus University Medical Center, Rotterdam, the Netherlands.
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58
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External validation of four dementia prediction models for use in the general community-dwelling population: a comparative analysis from the Rotterdam Study. Eur J Epidemiol 2018; 33:645-655. [PMID: 29740780 PMCID: PMC6061119 DOI: 10.1007/s10654-018-0403-y] [Citation(s) in RCA: 70] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2017] [Accepted: 04/26/2018] [Indexed: 12/28/2022]
Abstract
To systematically review the literature for dementia prediction models for use in the general population and externally validate their performance in a head-to-head comparison. We selected four prediction models for validation: CAIDE, BDSI, ANU-ADRI and DRS. From the Rotterdam Study, 6667 non-demented individuals aged 55 years and older were assessed between 1997 and 2001. Subsequently, participants were followed for dementia until 1 January, 2015. For each individual, we computed the risk of dementia using the reported scores from each prediction model. We used the C-statistic and calibration plots to assess the performance of each model to predict 10-year risk of all-cause dementia. For comparisons, we also evaluated discriminative accuracy using only the age component of these risk scores for each model separately. During 75,581 person-years of follow-up, 867 participants developed dementia. C-statistics for 10-year dementia risk prediction were 0.55 (95% CI 0.53–0.58) for CAIDE, 0.78 (0.76–0.81) for BDSI, 0.75 (0.74–0.77) for ANU-ADRI, and 0.81 (0.78–0.83) for DRS. Calibration plots showed that predicted risks were too extreme with underestimation at low risk and overestimation at high risk. Importantly, in all models age alone already showed nearly identical discriminative accuracy as the full model (C-statistics: 0.55 (0.53–0.58) for CAIDE, 0.81 (0.78–0.83) for BDSI, 0.77 (0.75–0.79) for ANU-ADRI, and 0.81 (0.78–0.83) for DRS). In this study, we found high variability in discriminative ability for predicting dementia in an elderly, community-dwelling population. All models showed similar discriminative ability when compared to prediction based on age alone. These findings highlight the urgent need for updated or new models to predict dementia risk in the general population.
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Brinkman S, Voortman T, Kiefte-de Jong JC, van Rooij FJ, Ikram MA, Rivadeneira F, Franco OH, Schoufour JD. The association between lifestyle and overall health, using the frailty index. Arch Gerontol Geriatr 2018; 76:85-91. [DOI: 10.1016/j.archger.2018.02.006] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Revised: 02/02/2018] [Accepted: 02/06/2018] [Indexed: 11/26/2022]
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Koolhaas CM, Dhana K, Schoufour JD, Lahousse L, van Rooij FJA, Ikram MA, Brusselle G, Tiemeier H, Franco OH. Physical activity and cause-specific mortality: the Rotterdam Study. Int J Epidemiol 2018; 47:1705-1713. [DOI: 10.1093/ije/dyy058] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/27/2018] [Indexed: 11/13/2022] Open
Affiliation(s)
- Chantal M Koolhaas
- Department of Epidemiology, Erasmus MC – University Medical Center, Rotterdam, The Netherlands
| | - Klodian Dhana
- Department of Epidemiology, Erasmus MC – University Medical Center, Rotterdam, The Netherlands
- Department of Nutrition, Harvard School of Public Health, Boston, MA, USA
| | - Josje D Schoufour
- Department of Epidemiology, Erasmus MC – University Medical Center, Rotterdam, The Netherlands
| | - Lies Lahousse
- Department of Epidemiology, Erasmus MC – University Medical Center, Rotterdam, The Netherlands
- Department of Respiratory Medicine, Ghent University Hospital, Ghent, Belgium
| | - Frank J A van Rooij
- Department of Epidemiology, Erasmus MC – University Medical Center, Rotterdam, The Netherlands
| | - M Arfan Ikram
- Department of Epidemiology, Erasmus MC – University Medical Center, Rotterdam, The Netherlands
- Department of Neurology, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Radiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Guy Brusselle
- Department of Epidemiology, Erasmus MC – University Medical Center, Rotterdam, The Netherlands
- Department of Respiratory Medicine, Ghent University Hospital, Ghent, Belgium
- Department of Respiratory Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Henning Tiemeier
- Department of Epidemiology, Erasmus MC – University Medical Center, Rotterdam, The Netherlands
- Department of Psychiatry, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Oscar H Franco
- Department of Epidemiology, Erasmus MC – University Medical Center, Rotterdam, The Netherlands
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Alqarni AM, Vennu V, Alshammari SA, Bindawas SM. Cross-cultural adaptation and validation of the Arabic version of the Physical Activity Scale for the Elderly among community-dwelling older adults in Saudi Arabia. Clin Interv Aging 2018; 13:419-427. [PMID: 29593384 PMCID: PMC5863714 DOI: 10.2147/cia.s157007] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Purpose Older adults are the fastest growing population group worldwide. Regular physical activity (PA) is reported to reduce the risk of health conditions and improve personal well-being. Few validated instruments can be used to measure the PA levels among older adults in Saudi Arabia. The Physical Activity Scale for the Elderly (PASE) is used worldwide for evaluating the PA levels of the elderly in epidemiological studies. However, this scale has not been translated into Arabic. This study aimed to cross-culturally adapt the PASE into Arabic language and evaluate its reliability and validity among community-dwelling older adults in Saudi Arabia. Patients and methods This study was a cross-sectional one following Beaton guidelines to translate and perform cultural adaptation, as well as test the reliability and validity of the PASE Arabic version (PASE-A). Elderly (N=74) people from both genders, who lived in a community dwelling in Riyadh city, were selected from several primary health care centers. The study used Cronbach’s alpha coefficient to assess the internal consistency reliability, while intraclass correlation coefficient (ICC2,1) was used for test–retest reliability and the Spearman’s rank correlation coefficient (r) was used to evaluate the correlation among PASE-A and grip strength, Timed Up and Go test, body mass index, and fat percentage. Results Out of 74 older adults, 59 (79.7%) completed the PASE-A questionnaire twice. The internal consistency of the PASE-A components was good (Cronbach’s alpha 0.70–0.75), and the reliability of the components was excellent (ICC2,1 0.90–0.98). A higher PASE-A score was associated with higher grip strength (r=0.28, p=0.05) and with shorter Timed Up and Go test times (r=−0.45, p=0.01). Conclusion The PASE-A version was easy, understandable, and relevant for Saudi older adults’ culture. This scale was a reliable and valid tool for evaluating and assessing the PA level among community-dwelling older adults in Saudi Arabia.
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Affiliation(s)
- Ayidh M Alqarni
- Department of Rehabilitation Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia.,Department of Physical Therapy, King Abdullah Hospital, Bisha, Saudi Arabia
| | - Vishal Vennu
- Department of Rehabilitation Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Sulaiman A Alshammari
- Department of Family and Community Medicine, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Saad M Bindawas
- Department of Rehabilitation Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
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Cepeda M, Muka T, Ikram MA, Franco OH, Schoufour JD. Seasonality of Insulin Resistance, Glucose, and Insulin Among Middle-Aged and Elderly Population: The Rotterdam Study. J Clin Endocrinol Metab 2018; 103:946-955. [PMID: 29301043 DOI: 10.1210/jc.2017-01921] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Accepted: 12/21/2017] [Indexed: 02/13/2023]
Abstract
CONTEXT There are discrepancies in the seasonality of insulin resistance (IR) across the literature, probably due to age-related differences in the seasonality of lifestyle factors and thermoregulation mechanisms. OBJECTIVE To estimate the seasonality of IR according to the homeostatic model assessment-IR (HOMA-IR), glucose, and insulin levels and to examine the role of lifestyle markers [body mass index (BMI) and physical activity] and meteorological factors, according to age. DESIGN, SETTING, AND PARTICIPANTS Seasonality was examined using cosinor analysis among middle-aged (45 to 65 years) and elderly (≥65 years) participants of a population-based Dutch cohort. We analyzed 13,622 observations from 8979 participants (57.6% women) without diagnosis of diabetes and fasting glucose <7 mmol/L. BMI was measured, physical activity was evaluated using a validated questionnaire, and meteorological factors (daily mean ambient temperature, mean relative humidity, total sunlight hours, and total precipitation) were obtained from local records. Seasonality estimates were adjusted for confounders. RESULTS Among the middle-aged participants, seasonal variation estimates were: 0.11 units (95% confidence interval: 0.03, 0.20) for HOMA-IR, 0.28 µIU/mL (-0.05, 0.69) for insulin, and 0.05 mmol/L (0.01, 0.09) for glucose. These had a summer peak, and lifestyle markers explained the pattern. Among the elderly, seasonal variations were: 0.29 units (0.21, 0.37) for HOMA-IR, 0.96 µIU/mL (0.58, 1.28) for insulin, and 0.01 mmol/L (-0.01, 0.05) for glucose. These had a winter peak and ambient temperature explained the pattern. CONCLUSION Impaired thermoregulation mechanisms could explain the winter peak of IR among elderly people without diabetes. The seasonality of lifestyle factors may explain the seasonality of glucose.
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Affiliation(s)
- Magda Cepeda
- Department of Epidemiology, Erasmus Medical Center, University Medical Center, Rotterdam, Netherlands
| | - Taulant Muka
- Department of Epidemiology, Erasmus Medical Center, University Medical Center, Rotterdam, Netherlands
| | - M Arfan Ikram
- Department of Epidemiology, Erasmus Medical Center, University Medical Center, Rotterdam, Netherlands
| | - Oscar H Franco
- Department of Epidemiology, Erasmus Medical Center, University Medical Center, Rotterdam, Netherlands
| | - Josje D Schoufour
- Department of Epidemiology, Erasmus Medical Center, University Medical Center, Rotterdam, Netherlands
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Schoufour JD, de Jonge EA, Kiefte-de Jong JC, van Lenthe FJ, Hofman A, Nunn SP, Franco OH. Socio-economic indicators and diet quality in an older population. Maturitas 2018; 107:71-77. [DOI: 10.1016/j.maturitas.2017.10.010] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2017] [Revised: 10/02/2017] [Accepted: 10/13/2017] [Indexed: 10/18/2022]
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Tak ECPM, van Meurs JB, Bierma-Zeinstra SMA, Hofman A, Hopman-Rock M. Changes in disability in older adults with generalized radiographic osteoarthritis: A complex relationship with physical activity. Musculoskeletal Care 2017; 15:364-372. [PMID: 28394082 DOI: 10.1002/msc.1182] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
OBJECTIVE The aim of the present study was to report on factors associated with changes in disability after 5 years, with a focus on physical activity (PA) in community-dwelling older adults with generalized radiographic osteoarthritis (GROA). METHODS Assessment of GROA (hand, knee, hip) and disability (Health Assessment Questionnaire) in the Rotterdam Study (cohort RS-1, N = 7,983; with GROA, n = 821). A good outcome at follow-up was defined as improved or mild disability, and a poor outcome as worsened or severe disability. Factors potentially associated with outcome were demographics, joint complaints, other chronic health problems or limitations (body mass index, number of chronic conditions, cognition), and level of different types of PA. Some of these assessments were repeated in between 1997 and 1999 (RS-3), and between 2002 and 2004 (RS-4). RESULTS A total of 309 older adults with GROA and valid measures on RS-3 and RS-4 showed mild to moderate disability, with minor increases over 5 years (follow-up N = 287 RS-3 to RS-4). PA levels decreased with increasing disability, especially in sport and walking. PA was univariately associated with a better outcome at follow-up but when adjusted for other factors (higher age, having knee pain and stiffness, and having more than two other chronic conditions) was associated with negative changes in general and lower limb disability, although not with upper limb disability. CONCLUSIONS This was the first study to report that community-dwelling older adults with GROA show moderate levels of disability, and that reduced levels of disability are associated with higher levels of PA, but when adjusted for other confounders this association is lost. Further research is needed to study the complex relationships between PA and other determinants of disability.
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Affiliation(s)
- E C P M Tak
- Netherlands Organization for Applied Scientific Research, TNO, Research Center Body@Work TNO VUmc, Leiden, the Netherlands
| | - J B van Meurs
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, the Netherlands
| | - S M A Bierma-Zeinstra
- Department of General Practice, Erasmus Medical Centre, Rotterdam, the Netherlands
- Department of Orthopaedics, Erasmus Medical Centre, Rotterdam, the Netherlands
| | - A Hofman
- Department of Epidemiology, Erasmus Medical Centre, Rotterdam, the Netherlands
| | - M Hopman-Rock
- Netherlands Organization for Applied Scientific Research, TNO, Research Center Body@Work TNO VUmc, Leiden, the Netherlands
- Department of Public and Occupational Health/EMGO Institute for Health and Care Research (EMGO+), VU University Medical Center, Amsterdam, the Netherlands
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Voortman T, Kiefte-de Jong JC, Ikram MA, Stricker BH, van Rooij FJA, Lahousse L, Tiemeier H, Brusselle GG, Franco OH, Schoufour JD. Adherence to the 2015 Dutch dietary guidelines and risk of non-communicable diseases and mortality in the Rotterdam Study. Eur J Epidemiol 2017; 32:993-1005. [PMID: 28825166 PMCID: PMC5684301 DOI: 10.1007/s10654-017-0295-2] [Citation(s) in RCA: 108] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2017] [Accepted: 08/12/2017] [Indexed: 02/07/2023]
Abstract
We aimed to evaluate the criterion validity of the 2015 food-based Dutch dietary guidelines, which were formulated based on evidence on the relation between diet and major chronic diseases. We studied 9701 participants of the Rotterdam Study, a population-based prospective cohort in individuals aged 45 years and over [median 64.1 years (95%-range 49.0-82.8)]. Dietary intake was assessed at baseline with a food-frequency questionnaire. For all participants, we examined adherence (yes/no) to fourteen items of the guidelines: vegetables (≥200 g/day), fruit (≥200 g/day), whole-grains (≥90 g/day), legumes (≥135 g/week), nuts (≥15 g/day), dairy (≥350 g/day), fish (≥100 g/week), tea (≥450 mL/day), ratio whole-grains:total grains (≥50%), ratio unsaturated fats and oils:total fats (≥50%), red and processed meat (<300 g/week), sugar-containing beverages (≤150 mL/day), alcohol (≤10 g/day) and salt (≤6 g/day). Total adherence was calculated as sum-score of the adherence to the individual items (0-14). Information on disease incidence and all-cause mortality during a median follow-up period of 13.5 years (range 0-27.0) was obtained from data collected at our research center and from medical records. Using Cox proportional-hazards models adjusted for confounders, we observed every additional component adhered to was associated with a 3% lower mortality risk (HR 0.97, 95% CI 0.95; 0.98), lower risk of stroke (HR 0.95, 95% CI 0.92; 0.99), chronic obstructive pulmonary disease (HR 0.94, 95% CI 0.91; 0.98), colorectal cancer (HR 0.90, 95% CI 0.84; 0.96), and depression (HR 0.97, 95% CI 0.95; 0.999), but not with incidence of coronary heart disease, type 2 diabetes, heart failure, lung cancer, breast cancer, or dementia. These associations were not driven by any of the individual dietary components. To conclude, adherence to the Dutch dietary guidelines was associated with a lower mortality risk and a lower risk of developing some but not all of the chronic diseases on which the guidelines were based.
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Affiliation(s)
- Trudy Voortman
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands.
| | - Jessica C Kiefte-de Jong
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
- Leiden University College, The Hague, The Netherlands
| | - M Arfan Ikram
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Bruno H Stricker
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
- Department of Internal Medicine, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Frank J A van Rooij
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Lies Lahousse
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
- Department of Respiratory Medicine, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
- Department of Respiratory Medicine, Ghent University Hospital, De Pintelaan 185, 9000, Ghent, Belgium
| | - Henning Tiemeier
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
- Department of Psychiatry, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Guy G Brusselle
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
- Department of Respiratory Medicine, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
- Department of Respiratory Medicine, Ghent University Hospital, De Pintelaan 185, 9000, Ghent, Belgium
| | - Oscar H Franco
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Josje D Schoufour
- Department of Epidemiology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
- Department of Internal Medicine, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
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Licher S, de Bruijn RF, Wolters FJ, Zillikens MC, Ikram MA, Ikram MK. Vitamin D and the Risk of Dementia: The Rotterdam Study. J Alzheimers Dis 2017; 60:989-997. [DOI: 10.3233/jad-170407] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Silvan Licher
- Department of Epidemiology, Erasmus MC – University Medical Center Rotterdam, Rotterdam, The Netherlands
- Department of Neurology, Erasmus MC – University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Renée F.A.G. de Bruijn
- Department of Neurology, Erasmus MC – University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Frank J. Wolters
- Department of Epidemiology, Erasmus MC – University Medical Center Rotterdam, Rotterdam, The Netherlands
- Department of Neurology, Erasmus MC – University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - M. Carola Zillikens
- Department of Internal Medicine, Erasmus MC – University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - M. Arfan Ikram
- Department of Epidemiology, Erasmus MC – University Medical Center Rotterdam, Rotterdam, The Netherlands
- Department of Neurology, Erasmus MC – University Medical Center Rotterdam, Rotterdam, The Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus MC – University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - M. Kamran Ikram
- Department of Epidemiology, Erasmus MC – University Medical Center Rotterdam, Rotterdam, The Netherlands
- Department of Neurology, Erasmus MC – University Medical Center Rotterdam, Rotterdam, The Netherlands
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Functioning Without Cartilage: Older People With Radiographic Knee Osteoarthritis Who Self-Report No Functional Limitations Do Score Lower on a Performance Battery. J Aging Phys Act 2017; 25:570-575. [PMID: 28181834 DOI: 10.1123/japa.2016-0112] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The majority of the older population shows signs of radiographic knee osteoarthritis. However, many remain without functional complaints for a long period. This study aims to find early functional changes associated with stages of radiographic knee osteoarthritis. A group of older people without self-reported complaints was divided in two groups: knee osteoarthritis (K&L = 2-4, N = 29) and control (K&L = 0-1, N = 31). Muscle function was assessed with voluntary and electrically-stimulated isometric knee contractions, including a fatigue test. Physical functioning was assessed with a 6-min walk test (6MWT), a stair climb test (SCT), and a short performance battery. There were no differences in muscle function parameters, 6MWT, and SCT between groups. A clinically relevant lower score on the performance battery was found in participants with knee osteoarthritis. In conclusion, even when older people indicate to have no functional limitations, a decline in functional outcome can be measured with a physical performance battery.
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Ikram MA, Brusselle GGO, Murad SD, van Duijn CM, Franco OH, Goedegebure A, Klaver CCW, Nijsten TEC, Peeters RP, Stricker BH, Tiemeier H, Uitterlinden AG, Vernooij MW, Hofman A. The Rotterdam Study: 2018 update on objectives, design and main results. Eur J Epidemiol 2017; 32:807-850. [PMID: 29064009 PMCID: PMC5662692 DOI: 10.1007/s10654-017-0321-4] [Citation(s) in RCA: 351] [Impact Index Per Article: 43.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Accepted: 10/06/2017] [Indexed: 02/07/2023]
Abstract
The Rotterdam Study is a prospective cohort study ongoing since 1990 in the city of Rotterdam in The Netherlands. The study targets cardiovascular, endocrine, hepatic, neurological, ophthalmic, psychiatric, dermatological, otolaryngological, locomotor, and respiratory diseases. As of 2008, 14,926 subjects aged 45 years or over comprise the Rotterdam Study cohort. Since 2016, the cohort is being expanded by persons aged 40 years and over. The findings of the Rotterdam Study have been presented in over 1500 research articles and reports (see www.erasmus-epidemiology.nl/rotterdamstudy ). This article gives the rationale of the study and its design. It also presents a summary of the major findings and an update of the objectives and methods.
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Affiliation(s)
- M Arfan Ikram
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands.
- Department of Neurology, Erasmus Medical Center, Rotterdam, The Netherlands.
| | - Guy G O Brusselle
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Respiratory Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Respiratory Medicine, Ghent University Hospital, Ghent, Belgium
| | - Sarwa Darwish Murad
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Gastro-Enterology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Cornelia M van Duijn
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Oscar H Franco
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Cardiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - André Goedegebure
- Department of Otolaryngology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Caroline C W Klaver
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Ophthalmology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Tamar E C Nijsten
- Department of Dermatology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Robin P Peeters
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Bruno H Stricker
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Henning Tiemeier
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Psychiatry, Erasmus Medical Center, Rotterdam, The Netherlands
| | - André G Uitterlinden
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Meike W Vernooij
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Radiology and Nuclear Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, USA
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Muka T, Kraja B, Ruiter R, Lahousse L, de Keyser CE, Hofman A, Franco OH, Brusselle G, Stricker BH, Kiefte-de Jong JC. Dietary mineral intake and lung cancer risk: the Rotterdam Study. Eur J Nutr 2017; 56:1637-1646. [PMID: 27073037 PMCID: PMC5486639 DOI: 10.1007/s00394-016-1210-4] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2015] [Accepted: 03/23/2016] [Indexed: 01/17/2023]
Abstract
OBJECTIVE Limited data are available on the role of mineral intake in the development of lung cancer (LC). We investigated whether dietary calcium, copper, iron, magnesium, selenium and zinc intake were associated with LC risk. METHODS We analyzed data from 5435 participants of the Rotterdam Study, a prospective population-based cohort study among subjects aged 55 years and older. At baseline (1990-1993), diet was measured by a validated food frequency questionnaire. LC events were diagnosed on the basis of pathology data and medical records. Hazard ratios (HRs) on LC for energy-adjusted mineral intake were calculated using Cox regression models while adjusting for potential confounders. RESULTS During a follow-up period of 22 years, we identified 211 incident cases of LC. A higher zinc intake was associated with 42 % reduction in risk of LC (top tertile vs. first tertile: HR 0.58, 95 % CI 0.35; 0.94, P-for trend = 0.039). Similarly, high intake of iron was associated with reduced risk of LC (top tertile vs. first tertile: HR 0.58, 95 % CI 0.37; 0.92, P-for trend = 0.021). There was no association between dietary intake of calcium, copper, magnesium and selenium and LC risk. CONCLUSIONS Our results suggest that dietary zinc and iron intake are associated with reduced risk of LC. No evidence was found for an association between calcium, copper, magnesium and selenium intake and LC risk.
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Affiliation(s)
- Taulant Muka
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Bledar Kraja
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Biomedical Sciences, Faculty of Medicine, University of Medicine, Tirana, Albania
- University Clinic of Gastrohepatology, University Hospital Center Mother Teresa, Tirana, Albania
| | - Rikje Ruiter
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Internal Medicine, Groene Hart Hospital, Gouda, The Netherlands
| | - Lies Lahousse
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Respiratory Medicine, Ghent University Hospital, Ghent, Belgium
| | - Catherine E de Keyser
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Health Care Inspectorate, The Hague, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Oscar H Franco
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Guy Brusselle
- Department of Respiratory Medicine, Ghent University Hospital, Ghent, Belgium
| | - Bruno H Stricker
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands.
- Health Care Inspectorate, The Hague, The Netherlands.
| | - Jessica C Kiefte-de Jong
- Department of Epidemiology, Erasmus Medical Center, PO Box 2040, 3000 CA, Rotterdam, The Netherlands
- Leiden University College, The Hague, The Netherlands
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Brahimaj A, Muka T, Kavousi M, Laven JSE, Dehghan A, Franco OH. Serum dehydroepiandrosterone levels are associated with lower risk of type 2 diabetes: the Rotterdam Study. Diabetologia 2017; 60:98-106. [PMID: 27771738 PMCID: PMC6518366 DOI: 10.1007/s00125-016-4136-8] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2016] [Accepted: 09/26/2016] [Indexed: 12/22/2022]
Abstract
AIMS/HYPOTHESIS Previous literature documents controversial results for the impact of dehydroepiandrosterone (DHEA) in glucose metabolism. We aimed to assess the associations between serum levels of DHEA and its main derivatives DHEA sulphate (DHEAS) and androstenedione, as well as the ratio of DHEAS to DHEA, and risk of type 2 diabetes. METHODS We used data on serum levels of DHEA, DHEAS and androstenedione from 5189 middle-aged and elderly men and women from the prospective population-based Rotterdam Study. Type 2 diabetes was defined as a fasting blood glucose ≥7.0 mmol/l or a non-fasting blood glucose ≥11.1 mmol/l. RESULTS During a median follow-up of 10.9 years, 643 patients with incident type 2 diabetes were identified. After adjusting for age, sex, cohort, fasting status, fasting glucose and insulin, and BMI, both serum DHEA levels (per 1 unit natural log-transformed, HR 0.76, 95% CI 0.67, 0.87) and serum DHEAS levels (per 1 unit natural log-transformed, HR 0.82, 95% CI 0.73, 0.92) were inversely associated with risk of type 2 diabetes in the total population. Further adjustment for alcohol, smoking, physical activity, prevalent cardiovascular disease, serum total cholesterol, use of lipid-lowering medications, systolic BP, treatment for hypertension, C-reactive protein, oestradiol and testosterone did not substantially affect the association between DHEA and incident type 2 diabetes (per 1 unit natural log-transformed, HR 0.80, 95% CI 0.65, 0.99), but abolished the association between DHEAS and type 2 diabetes. Androstenedione was not associated with risk of type 2 diabetes, nor was DHEAS to DHEA ratio. CONCLUSIONS/INTERPRETATION DHEA serum levels might be an independent marker of type 2 diabetes.
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Affiliation(s)
- Adela Brahimaj
- Department of Epidemiology, Erasmus University Medical Center, PO Box 2040, 3000 CA, Rotterdam, the Netherlands.
| | - Taulant Muka
- Department of Epidemiology, Erasmus University Medical Center, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
| | - Maryam Kavousi
- Department of Epidemiology, Erasmus University Medical Center, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
| | - Joop S E Laven
- Division of Reproductive Medicine, Department of Obstetrics and Gynaecology, Erasmus MC, Rotterdam, the Netherlands
| | - Abbas Dehghan
- Department of Epidemiology, Erasmus University Medical Center, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
| | - Oscar H Franco
- Department of Epidemiology, Erasmus University Medical Center, PO Box 2040, 3000 CA, Rotterdam, the Netherlands
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de Jonge EA, Kiefte-de Jong JC, Hofman A, Uitterlinden AG, Kieboom BC, Voortman T, Franco OH, Rivadeneira F. Dietary patterns explaining differences in bone mineral density and hip structure in the elderly: the Rotterdam Study. Am J Clin Nutr 2017; 105:203-211. [PMID: 27903522 DOI: 10.3945/ajcn.116.139196] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2016] [Accepted: 10/19/2016] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Evidence on the association between dietary patterns, measures of hip bone geometry, and subsequent fracture risk are scarce. OBJECTIVE The objective of this study was to evaluate whether dietary patterns that explain most variation in bone mineral density (BMD) and hip bone geometry are associated with fracture risk. DESIGN We included 4028 subjects aged ≥55 y from the Rotterdam study. Intake of 28 food groups was assessed with the use of food-frequency questionnaires. BMD, bone width, section modulus (SM; reflecting bending strength) and cortical buckling ratio (BR; reflecting bone instability) were measured with the use of dual-energy X-ray absorptiometry. BMD and geometry-specific dietary patterns were identified with the use of reduced rank regression. Fracture data were reported by general practitioners (median follow-up 14.8 y). RESULTS We identified 4 dietary patterns. Of the 4, we named 2 patterns "fruit, vegetables, and dairy" and "sweets, animal fat, and low meat," respectively. These 2 patterns were used for further analysis. Independently of confounders, adherence to the fruit, vegetables, and dairy pattern was associated with high BMD, high SM, low BR, and low risk of fractures [HR (95% CI) for osteoporotic fractures: 0.90 (0.83, 0.96); for hip fractures: 0.85 (0.81, 0.89) per z score of dietary pattern adherence]. Adherence to the sweets, animal fat, and low meat pattern was associated with high bone width, high SM, high BR, and high risk of fractures [HR (95% CI) for osteoporotic fractures: 1.08 (1.00, 1.06); for hip fractures: 1.06 (1.02, 1.12) per z score]. CONCLUSION The fruit, vegetables, and dairy pattern might be associated with lower fracture risk because of high BMD, high bending strength, and more stable bones. The sweets, animal fat, and low meat pattern might be associated with higher fracture risk because of widened, unstable bones, independently of BMD. Dietary recommendations associated with bone geometry in addition to BMD might influence risk of fractures.
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Affiliation(s)
- Ester Al de Jonge
- Department of Epidemiology and.,Department of Internal Medicine, Erasmus Medical University Centre, Rotterdam, Netherlands
| | - Jessica C Kiefte-de Jong
- Department of Epidemiology and .,Department of Global Public Health, Leiden University College, The Hague, Netherlands
| | - Albert Hofman
- Department of Epidemiology and.,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA; and
| | - André G Uitterlinden
- Department of Epidemiology and.,Department of Internal Medicine, Erasmus Medical University Centre, Rotterdam, Netherlands
| | - Brenda Ct Kieboom
- Department of Epidemiology and.,Department of Internal Medicine, Erasmus Medical University Centre, Rotterdam, Netherlands.,Inspectorate for Health Care, Utrecht, Netherlands
| | | | | | - Fernando Rivadeneira
- Department of Internal Medicine, Erasmus Medical University Centre, Rotterdam, Netherlands
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72
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Koolhaas CM, Dhana K, Schoufour JD, Ikram MA, Kavousi M, Franco OH. Impact of physical activity on the association of overweight and obesity with cardiovascular disease: The Rotterdam Study. Eur J Prev Cardiol 2017; 24:934-941. [PMID: 28436726 PMCID: PMC5510687 DOI: 10.1177/2047487317693952] [Citation(s) in RCA: 70] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Background Being overweight or obese is associated with an increased risk of cardiovascular disease (CVD). Physical activity might reduce the risk associated with overweight and obesity. We examined the association between overweight and obesity and CVD risk as a function of physical activity levels in a middle-aged and elderly population. Design The study was a prospective cohort study. Methods The study included 5344 participants aged 55 years or older from the population-based Rotterdam Study. Participants were classified as having high or low physical activity based on the median of the population. Normal weight (18.5–24.9 kg/m2), overweight (25.0–29.9 kg/m2) and obese participants (≥30 kg/m2) were categorized as having high or low physical activity to form six categories. We assessed the association of the six categories with CVD risk using Cox proportional hazard models adjusted for confounders. High physical activity and normal weight was used as the reference group. Results During 15 years of follow-up (median 10.3 years, interquartile range 8.2–11.7 years), 866 (16.2%) participants experienced a CVD event. Overweight and obese participants with low physical activity had a higher CVD risk than normal weight participants with high physical activity. The HRs and 95% confidence intervals (CIs) were 1.33 (1.07–1.66) and 1.35 (1.04–1.75), respectively. Overweight and obese participants with high physical activity did not show a higher CVD risk (HRs (95%CIs) 1.03 (0.82–1.29) and 1.12 (0.83–1.52), respectively). Conclusions Our findings suggest that the beneficial impact of physical activity on CVD might outweigh the negative impact of body mass index among middle-aged and elderly people. This emphasizes the importance of physical activity for everyone across all body mass index strata, while highlighting the risk associated with inactivity even among normal weight people.
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Affiliation(s)
| | - Klodian Dhana
- Department of Epidemiology, Erasmus Medical Center, The Netherlands
| | | | - M Arfan Ikram
- Department of Epidemiology, Erasmus Medical Center, The Netherlands
| | - Maryam Kavousi
- Department of Epidemiology, Erasmus Medical Center, The Netherlands
| | - Oscar H Franco
- Department of Epidemiology, Erasmus Medical Center, The Netherlands
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73
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Effects of combined healthy lifestyle factors on functional vascular aging: the Rotterdam Study. J Hypertens 2016; 34:853-9. [PMID: 26882039 DOI: 10.1097/hjh.0000000000000861] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
OBJECTIVE To evaluate whether components of a healthy lifestyle, combined and individually, are associated with arterial stiffness as a marker of functional vascular aging. METHODS We included 3235 participants aged 61-96 years from the Rotterdam Study. Measures of arterial stiffness included: aortic pulse wave velocity and carotid distensibility coefficient. Participants were scored one point for each of healthy lifestyle factors: consumption of five or more of fruits and/or vegetables per day, 75 min or more vigorous physical activity per week, 18.5 ≤ BMI ≤ 24. 9, never smoked and light-to-moderate alcohol intake (maximum seven glasses for women and 14 glasses for men) per week. Also a combined score (0-5) was computed by adding the five factors. Linear regression analysis was used to evaluate the association of healthy lifestyle and measures of arterial stiffness adjusting for confounders. RESULTS Participants had -0.113 [95% confidence interval (CI): -0.196, -0.029] difference in mean aortic pulse wave velocity m/s per unit increment of the lifestyle factors score, independent of cardiovascular risk factors. Higher fruit and vegetable consumption -0.221 (95% CI: -0.409, -0.034) and physical activity -0.239 (95% CI: -0.433, -0.044) were also significantly associated with reduced aortic pulse wave velocity. The corresponding estimates in carotid distensibility coefficient lacked statistical significance when we adjusted for cardiovascular risk factors. CONCLUSION Combining multiple healthy lifestyle factors is associated with reduced aortic stiffness, a measure of functional vascular aging and independent of cardiovascular risk factors.
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74
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Watson KB, Dai S, Paul P, Carlson SA, Carroll DD, Fulton JE. The Attributable Proportion of Specific Leisure-Time Physical Activities to Total Leisure Activity Volume Among US Adults, National Health and Nutrition Examination Survey 1999-2006. J Phys Act Health 2016; 13:1192-1201. [PMID: 27335226 PMCID: PMC5333566 DOI: 10.1123/jpah.2015-0695] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
BACKGROUND Previous studies have examined participation in specific leisure-time physical activities (PA) among US adults. The purpose of this study was to identify specific activities that contribute substantially to total volume of leisure-time PA in US adults. METHODS Proportion of total volume of leisure-time PA moderate-equivalent minutes attributable to 9 specific types of activities was estimated using self-reported data from 21,685 adult participants (≥ 18 years) in the National Health and Nutrition Examination Survey 1999-2006. RESULTS Overall, walking (28%), sports (22%), and dancing (9%) contributed most to PA volume. Attributable proportion was higher among men than women for sports (30% vs. 11%) and higher among women than men for walking (36% vs. 23%), dancing (16% vs. 4%), and conditioning exercises (10% vs. 5%). The proportion was lower for walking, but higher for sports, among active adults than those insufficiently active and increased with age for walking. Compared with other racial/ethnic groups, the proportion was lower for sports among non-Hispanic white men and for dancing among non-Hispanic white women. CONCLUSIONS Walking, sports, and dance account for the most activity time among US adults overall, yet some demographic variations exist. Strategies for PA promotion should be tailored to differences across population subgroups.
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Affiliation(s)
- Kathleen B. Watson
- Division of Nutrition, Physical Activity, and Obesity, Centers for Disease Control and Prevention, Atlanta, GA
| | - Shifan Dai
- Division of Global Health Protection, Centers for Disease Control and Prevention, Atlanta, GA
| | - Prabasaj Paul
- Division of Nutrition, Physical Activity, and Obesity, Centers for Disease Control and Prevention, Atlanta, GA
| | - Susan A. Carlson
- Division of Nutrition, Physical Activity, and Obesity, Centers for Disease Control and Prevention, Atlanta, GA
| | - Dianna D. Carroll
- Division of Human Development and Disability, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
- Commissioned Corps, US Public Health Service, Atlanta, GA
| | - Janet E. Fulton
- Division of Nutrition, Physical Activity, and Obesity, Centers for Disease Control and Prevention, Atlanta, GA
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75
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Dhana K, Koolhaas CM, Berghout MA, Peeters A, Ikram MA, Tiemeier H, Hofman A, Nusselder W, Franco OH. Physical activity types and life expectancy with and without cardiovascular disease: the Rotterdam Study. J Public Health (Oxf) 2016; 39:e209-e218. [DOI: 10.1093/pubmed/fdw110] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Accepted: 09/01/2016] [Indexed: 11/12/2022] Open
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76
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Dietary fat composition, total body fat and regional body fat distribution in two Caucasian populations of middle-aged and older adult women. Clin Nutr 2016; 36:1411-1419. [PMID: 27769783 DOI: 10.1016/j.clnu.2016.09.018] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2015] [Revised: 09/16/2016] [Accepted: 09/22/2016] [Indexed: 11/24/2022]
Abstract
OBJECTIVE We aimed to study whether dietary fat composition (n-3 and n-6 polyunsaturated fatty acids ratio (PUFAs) and PUFAs and saturated fatty acids (SFAs) ratio) is associated with total body fat (TF) and body fat distribution and whether this association was modified by the presence of chronic disease in middle-aged and elderly women in two population-based cohorts in the Netherlands and Australia. METHODS The study was performed in the Rotterdam Study (RS), a prospective cohort study among subjects aged 55 years and older (N = 1182 women) and the Calcium Intake Fracture Outcome Study (CAIFOS), a 5-year randomized controlled trial among women age 70+ (N = 891). At baseline, diet (i.e. PUFAs and SFAs) was measured by validated food frequency questionnaires. TF was assessed using Dual-energy X-ray absorptiometry in both studies and android abdominal fat (AF), gynoid fat (GF) and the android/gynoid ratio (A/G ratio) in the RS but not the CAIFOS. Chronic disease was defined as the presence of cardiovascular disease, diabetes mellitus and cancer. RESULTS No association was found between dietary n-3/n-6 PUFAs ratio or SFA/PUFAs ratio with TF in both cohorts. In the RS, a high n-3/n-6 PUFAs ratio was associated with a higher AF (3rd vs. 2nd tertile (reference): β: 0.15; 95% CI: 0.05, 0.24) but not with the A/G ratio. A low SFA/PUFA ratio was associated with a lower AF (1st vs. 2nd tertile (reference): β: -0.12; 95% CI: -0.22, -0.06) but not with the A/G ratio. Presence of chronic disease was found to be a significant effect modifier in both cohorts with regard to n-3/n-6 PUFAs and TF (P < 0.05). In participants without chronic disease, a higher n-3/n-6 PUFAs ratio was associated with a higher TF in the RS cohort (3rd vs. 2nd tertile (reference): β: 0.94; 95% CI: 0.12, 1.76), but this was not replicated in CAIFOS. CONCLUSION These findings do not support the hypothesis that dietary fat composition is consistently associated with TF and body fat distribution in women. Future studies should clarify to what extent these findings may be influenced by the presence of chronic disease.
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77
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78
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Muka T, Kraja B, Ruiter R, de Keyser CE, Hofman A, Stricker BH, Kiefte-de Jong JC, Franco OH. Dietary polyunsaturated fatty acids intake modifies the positive association between serum total cholesterol and colorectal cancer risk: the Rotterdam Study. J Epidemiol Community Health 2016; 70:881-887. [PMID: 26917548 DOI: 10.1136/jech-2015-206556] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2015] [Accepted: 02/07/2016] [Indexed: 11/04/2022]
Abstract
BACKGROUND It remains unclear whether serum total cholesterol is associated with colorectal cancer (CRC) risk. Interplay between dietary fatty acids and serum total cholesterol on CRC risk may be present as well. We aimed to investigate the association between serum total cholesterol with CRC. Furthermore, we investigated whether this association was modified by intake of dietary polyunsaturated fatty acids (PUFAs). METHODS We analysed data from 6628 participants of the Rotterdam Study, a prospective population-based follow-up study among patients aged 55 years and older. Serum total cholesterol was measured at baseline. During a mean follow-up time of 12.9 years, we identified 248 new CRC cases based on pathology data and medical records. Multivariable HRs were calculated using Cox regression models. RESULTS After adjustment, serum total cholesterol levels were associated with a higher risk of CRC (HR 1.49; 95% CI 1.08 to 2.06 for highest vs lowest tertile). Statistically significant effect modification was present for PUFAs intake (P-interaction=0.04). After stratification by median PUFAs intake, an increased risk with increasing tertiles of serum total cholesterol was observed among patients with low PUFAs intake (3rd tertile vs 1st tertile: HR 2.43; 95% CI 1.41 to 4.18), whereas no association was observed among patients with high PUFAs intake (3rd tertile vs 1st tertile: HR 0.93; 95% CI 0.55 to 1.58). CONCLUSIONS Taken together, these findings suggest that high levels of serum total cholesterol increase CRC risk, but this risk may be reduced by high dietary PUFAs intake.
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Affiliation(s)
- Taulant Muka
- Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands
| | - Bledar Kraja
- Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands Department of Biomedical Sciences, Faculty of Medicine, University of Medicine, Tirana, Albania University Clinic of Gastrohepatology, University Hospital Center Mother Teresa, Tirana, Albania
| | - Rikje Ruiter
- Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands Department of Internal Medicine, Groene Hart Hospital, Gouda, The Netherlands
| | | | - Albert Hofman
- Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands
| | - Bruno H Stricker
- Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands Department of Internal Medicine, Groene Hart Hospital, Gouda, The Netherlands Health Care Inspectorate, The Hague, The Netherlands
| | - Jessica C Kiefte-de Jong
- Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands Leiden University College, The Hague, The Netherlands
| | - Oscar H Franco
- Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands
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79
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Kamphuis MH, Kalmijn S, Tijhuis MAR, Geerlings MI, Giampaoli S, Nissinen A, Grobbee DE, Kromhout D. Depressive symptoms as risk factor of cardiovascular mortality in older European men: the Finland, Italy and Netherlands Elderly (FINE) study. ACTA ACUST UNITED AC 2016; 13:199-206. [PMID: 16575273 DOI: 10.1097/01.hjr.0000188242.64590.92] [Citation(s) in RCA: 57] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Depressive symptoms have been suggested to increase the risk of cardiovascular diseases, but this may reflect reversed causality. We investigated to what extent depressive symptoms are a true risk factor for cardiovascular mortality in elderly men. DESIGN The Finland, Italy and Netherlands Elderly (FINE) study is a prospective cohort study conducted in Finland, Italy and The Netherlands. METHODS Depressive symptoms were measured with the Zung self-rating Depression Scale in 799 elderly men, aged 70-90 years, free from cardiovascular diseases. Using Cox models, hazard ratios (HRs) were calculated for specific cardiovascular mortality endpoints. The analyses were adjusted for potential confounders, stratified on country and repeated after exclusion of men who died from cardiovascular diseases up to 5 years after baseline. RESULTS During 10-years of follow-up 224 (28%) men died from cardiovascular diseases. The adjusted hazard for a five-point increase in depressive symptoms was 1.15 [95% confidence interval (CI) 1.08-1.23] for cardiovascular mortality. This risk was stronger for mortality from stroke (HR 1.35; 95% CI 1.19-1.53) and heart failure (HR 1.16; 95% CI 1.00-1.35) in comparison with mortality from coronary heart disease (HR 1.08; 95% CI 0.97-1.20) and other degenerative heart diseases (HR 1.06; 95% CI 0.91-1.23). Exclusion of men who died from cardiovascular diseases within 5 years after baseline did not change the strength of the associations. There were no significant differences in HRs between northern and southern Europe. CONCLUSIONS This study provides further and more convincing prospective evidence for depressive symptoms as a risk factor for cardiovascular mortality in elderly men.
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Affiliation(s)
- Marjolein H Kamphuis
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht The Netherlands.
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80
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de Jonge EAL, Rivadeneira F, Erler NS, Hofman A, Uitterlinden AG, Franco OH, Kiefte-de Jong JC. Dietary patterns in an elderly population and their relation with bone mineral density: the Rotterdam Study. Eur J Nutr 2016; 57:61-73. [PMID: 27557817 PMCID: PMC5847075 DOI: 10.1007/s00394-016-1297-7] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2015] [Accepted: 08/11/2016] [Indexed: 01/25/2023]
Abstract
Purpose Our aim was to identify dietary patterns that are associated with bone mineral density (BMD) against a background of relatively high dairy intake in elderly Dutch subjects. Methods Participants were 55 years of age and older (n = 5144) who were enrolled in The Rotterdam Study, a population-based prospective cohort study. Baseline intake of 28 pre-defined food groups was determined using a validated food frequency questionnaire. Dietary patterns were identified using principal component analysis. BMD was measured using dual-energy X-ray absorptiometry at baseline and at three subsequent visits (between 1993 and 2004). Linear mixed modelling was used to longitudinally analyse associations of adherence to each pattern with repeatedly measured BMD (both in Z scores). Results After adjustment for confounders, two dietary patterns were associated with high BMD: a “Traditional” pattern, characterized by high intake of potatoes, meat and fat (β = 0.06; 95 % CI 0.03, 0.09) and a “Health conscious” pattern, characterized by high intake of fruits, vegetables, poultry and fish (β = 0.06; 95 % CI 0.04, 0.08). The “Processed” pattern, characterized by high intake of processed meat and alcohol, was associated with low BMD (β = −0.03; 95 % CI −0.06, −0.01). Associations of adherence to the “Health conscious” and “Processed” pattern with BMD were independent of body weight and height, whereas the association between adherence to the “Traditional” pattern with BMD was not. Conclusions Against a background of high dairy intake and independent of anthropometrics, a “Health conscious” dietary pattern may have benefits for BMD, whereas a “Processed” dietary pattern may pose a risk for low BMD. Electronic supplementary material The online version of this article (doi:10.1007/s00394-016-1297-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Ester A L de Jonge
- Department of Epidemiology, Erasmus MC, Dr. Molewaterplein 50, PO box 2040, 3000, Rotterdam, The Netherlands.,Department of Internal Medicine, Erasmus MC, PO box 2040, 3000, Rotterdam, The Netherlands
| | - Fernando Rivadeneira
- Department of Epidemiology, Erasmus MC, Dr. Molewaterplein 50, PO box 2040, 3000, Rotterdam, The Netherlands.,Department of Internal Medicine, Erasmus MC, PO box 2040, 3000, Rotterdam, The Netherlands
| | - Nicole S Erler
- Department of Epidemiology, Erasmus MC, Dr. Molewaterplein 50, PO box 2040, 3000, Rotterdam, The Netherlands.,Department of Biostatistics, Erasmus MC, PO box 2040, 3000, Rotterdam, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus MC, Dr. Molewaterplein 50, PO box 2040, 3000, Rotterdam, The Netherlands.,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - André G Uitterlinden
- Department of Epidemiology, Erasmus MC, Dr. Molewaterplein 50, PO box 2040, 3000, Rotterdam, The Netherlands.,Department of Internal Medicine, Erasmus MC, PO box 2040, 3000, Rotterdam, The Netherlands
| | - Oscar H Franco
- Department of Epidemiology, Erasmus MC, Dr. Molewaterplein 50, PO box 2040, 3000, Rotterdam, The Netherlands
| | - Jessica C Kiefte-de Jong
- Department of Epidemiology, Erasmus MC, Dr. Molewaterplein 50, PO box 2040, 3000, Rotterdam, The Netherlands. .,Department of Global Public Health, Leiden University College, PO box 13228, 2501, The Hague, The Netherlands.
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81
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Fitzgerald JT, Singleton SP, Engels HJ, Cardinal BJ, Prasad AS, Hess JW. Reported Exercise Patterns and their Relationship to Lipid Levels among Healthy Older Adults. Res Aging 2016. [DOI: 10.1177/0164027596184005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
There have been few studies concerning the relationship between exercise habits and lipid levels of older adults. This study examines this relationship using data from 117 healthy older adults who volunteered to participate in a health promotion project. Responses to a seven-day activity recall questionnaire, percentage of body fat as measured by bioelectric impedance, age, and gender were used to predict total cholesterol, HDL, LDL, and triglyceride levels. Only the model predicting HDL was significant (R2=. 15, p = .002). Subsequent regression analyses predicting HDL levels were limited to persons who participated in one or more exercise sessions in the previous week. For these active women, the model's ability to predict HDL improved (R2= .37,p = .005), with exercise level having the greatest effect. For the active men, the model's predictive ability was not significant. The findings suggest that for active women, level of physical activity does modestly influence HDL levels.
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82
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Dower JI, Geleijnse JM, Hollman PC, Soedamah-Muthu SS, Kromhout D. Dietary epicatechin intake and 25-y risk of cardiovascular mortality: the Zutphen Elderly Study. Am J Clin Nutr 2016; 104:58-64. [PMID: 27225434 DOI: 10.3945/ajcn.115.128819] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Accepted: 04/29/2016] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Prospective cohort studies have shown that the consumption of cocoa and tea is associated with lower risk of cardiovascular diseases (CVDs), and cocoa and tea have been shown to improve CVD risk factors in randomized controlled trials. Cocoa and tea are major dietary sources of the flavan-3-ol epicatechin. OBJECTIVE We investigated the associations of dietary epicatechin intake with 25-y CVD mortality in elderly Dutch men. DESIGN We used data from the Zutphen Elderly Study, which was a prospective cohort study of 774 men aged 65-84 y in 1985. Epicatechin intake was estimated 4 times in 15 y with the use of the crosscheck dietary history method. Time-dependent Cox proportional hazards models were used to investigate repeated measures of epicatechin intake in relation to 25-y CVD mortality. RESULTS Mean intake of epicatechin was 15.2 ± 7.7 mg/d, and the major dietary sources were tea (51%), apples (28%), and cocoa (7%). During 25 y of follow-up, 329 men died from CVD, 148 died from coronary heart disease (CHD), and 72 men died from stroke. Risk of CHD mortality was 38% lower in men in the top tertile of epicatechin intake than in men in the bottom tertile of epicatechin intake (HR: 0.62; 95% CI: 0.39, 0.98). Epicatechin intake was also significantly associated with 46% lower risk of CVD mortality in men with prevalent CVD (HR: 0.54; 95% CI: 0.31, 0.96) but not in men who were free of CVD. CONCLUSIONS We show, for the first time to our knowledge, that epicatechin intake is inversely related to CHD mortality in elderly men and to CVD mortality in prevalent cases of CVD. More studies are needed before conclusions can be drawn.
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Affiliation(s)
- James I Dower
- Division of Human Nutrition, Wageningen University, Wageningen, Netherlands; and Top Institute Food and Nutrition, Wageningen, Netherlands
| | - Johanna M Geleijnse
- Division of Human Nutrition, Wageningen University, Wageningen, Netherlands; and Top Institute Food and Nutrition, Wageningen, Netherlands
| | - Peter Ch Hollman
- Division of Human Nutrition, Wageningen University, Wageningen, Netherlands; and Top Institute Food and Nutrition, Wageningen, Netherlands
| | | | - Daan Kromhout
- Division of Human Nutrition, Wageningen University, Wageningen, Netherlands; and
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Loneliness and All-Cause, Cardiovascular, and Noncardiovascular Mortality in Older Men: The Zutphen Elderly Study. Am J Geriatr Psychiatry 2016; 24:475-84. [PMID: 27066732 DOI: 10.1016/j.jagp.2016.01.136] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2015] [Revised: 01/22/2016] [Accepted: 01/22/2016] [Indexed: 11/22/2022]
Abstract
OBJECTIVE Loneliness, defined as the discrepancy between one's desired and actual relationships, is prevalent in the elderly and can be both emotional and social loneliness. We aimed to determine whether loneliness is independently related to higher all-cause, cardiovascular, and noncardiovascular mortality in elderly men. METHODS Using a population-based cohort study with 25 years of follow-up from 1985, the Zutphen Study, 719 of 939 men (76.2%; age range: 64-84 years) who had complete data on loneliness at baseline and at least 2 years of survival were studied. Loneliness was assessed using a validated 11-item questionnaire in 1985, 1990, 1995, and 2000. Time-dependent Cox proportional hazards models were adjusted for sociodemographic characteristics and cardiovascular risk factors. RESULTS At baseline, point prevalence of moderate and severe loneliness was, respectively, 38.8% (N = 279) and 3.2% (N = 23). Loneliness, especially emotional loneliness, did significantly increase over 15 years with an overall reliability coefficient of 0.50. All-cause, cardiovascular, and noncardiovascular mortality were not higher among moderately lonely participants (hazard ratio [HR]: 1.00; 95% confidence interval [CI]: 0.84-1.17; HR: 0.99; 95% CI: 0.78-1.25; and HR: 0.99; 95% CI: 0.79-1.24, respectively) and severely lonely participants (HR: 1.40; 95% CI: 0.85-2.31; HR: 1.18; 95% CI: 0.58-2.39; and HR: 1.63; 95% CIH 0.80-3.31, respectively). CONCLUSION Loneliness is common and increases during aging, due to the increase in its component emotional loneliness over time. No independent associations with risks of all-cause, cardiovascular, and noncardiovascular death were found.
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84
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Vitamin D and body composition in the elderly. Clin Nutr 2016; 36:585-592. [PMID: 27346177 DOI: 10.1016/j.clnu.2016.04.017] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2015] [Revised: 04/11/2016] [Accepted: 04/12/2016] [Indexed: 02/08/2023]
Abstract
OBJECTIVE To investigate the association between vitamin D status and body composition in the elderly. METHODS This study was embedded in the Rotterdam Study, a population-based prospective study in Rotterdam, the Netherlands, including subjects aged 55 years and older. Serum 25-hydroxyvitamin D (25(OH)D) was measured between 1997 and 1999. Total body fat, android fat, gynoid fat and lean mass were assessed using dual-energy X-ray absorptiometry (DXA) during a follow-up visit after a median time of 5 years (2002-2004). We calculated body fat percentage, lean mass percentage, and android/gynoid fat ratio. We had 2158 participants included in our analysis. We used multivariable linear regression models. Serum 25(OH)D was analyzed continuously and after categorization according to cut-offs. RESULTS Mean (±SD) serum 25(OH)D concentration of the study population was 52.6 ± 25.4 nmol/L. Compared to subjects with an adequate vitamin D status (25(OH)D ≥ 75 nmol/L), vitamin D deficient participants (25(OH)D < 50 nmol/L) had a higher body fat percentage (β = 1.29, 95% CI: 0.55, 2.04) whereas no association was found with lean mass (β = 0.01, 95%CI: -0.33, 0.35). Lower 25(OH)D was associated with higher total body fat percentage specifically in participants without cardio-metabolic disease. Each 10 unit increase in serum 25(OH)D was associated with 0.03 unit decrease in android fat (β = -0.03, 95%CI: -0.06, -0.01); after adjustment for BMI the association was no longer significant. Serum 25(OH)D was also associated with the android/gynoid fat ratio but this was also mainly explained by BMI. CONCLUSION Lower serum 25(OH)D concentrations were associated with a higher fat mass percentage. The association between serum 25(OH)D and differential fat distribution in the elderly was mainly explained by BMI and deserves further study.
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Metabolically Healthy Obesity and the Risk of Cardiovascular Disease in the Elderly Population. PLoS One 2016; 11:e0154273. [PMID: 27100779 PMCID: PMC4839559 DOI: 10.1371/journal.pone.0154273] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2016] [Accepted: 04/10/2016] [Indexed: 01/05/2023] Open
Abstract
Background Whether being metabolically healthy obese (MHO)—defined by the presence of obesity in the absence of metabolic syndrome—is associated with subsequent cardiovascular disease (CVD) remains unclear and may depend on the participants’ age. We examined the association of being MHO with CVD risk in the elderly. Methods and Findings This study included 5,314 individuals (mean age 68 years) from the prospective population-based Rotterdam Study. We categorized our population in groups according to body mass index (BMI) and presence and absence of metabolic syndrome, and estimated the hazard ratio (HR) and 95% confidence interval (95%CI) for every group by using Cox proportional hazard models. Among 1048 (19.7%) obese individuals we identified 260 (24.8%) MHO subjects. Over 14 years of follow-up there were 861 incident CVD cases. In the multivariable adjusted analysis, we did not observe an increased CVD risk in MHO individuals (HR 1.07, 95%CI 0.75–1.53), compared to normal weight individuals without metabolic syndrome. CVD risk was increased by the presence of metabolic syndrome in normal weight (HR 1.35, 95%CI 1.02–1.80), overweight (HR 1.32, 95%CI 1.09–1.60) and obese (HR 1.33, 95%CI 1.07–1.66) individuals, compared to those with normal weight without metabolic syndrome. In a mediation analysis, 71.3% of the association between BMI and CVD was explained by the presence of metabolic syndrome. Conclusions In our elderly population, we found that the presence of obesity without metabolic syndrome did not confer a higher CVD risk. However, metabolic syndrome was strongly associated with CVD risk, and was associated with an increased risk in all BMI categories. Therefore, preventive interventions targeting cardiometabolic risk factors could be considered in elderly, regardless of weight status.
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86
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Koolhaas CM, Dhana K, Golubic R, Schoufour JD, Hofman A, van Rooij FJA, Franco OH. Physical Activity Types and Coronary Heart Disease Risk in Middle-Aged and Elderly Persons: The Rotterdam Study. Am J Epidemiol 2016; 183:729-38. [PMID: 27022033 DOI: 10.1093/aje/kwv244] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Accepted: 09/04/2015] [Indexed: 12/22/2022] Open
Abstract
Physical activity is associated with decreased risk of coronary heart disease (CHD). The specific physical activity types that provide beneficial effects in an older population remain unclear. We assessed the association of total physical activity, walking, cycling, domestic work, sports, and gardening with CHD by using Cox proportional hazard models among 5,901 participants aged >55 (median age, 67) years from the prospective population-based Rotterdam Study, enrolled between 1997 and 2001. Activities were categorized into tertiles, and the lowest tertiles were used as reference. In the multivariable model, we adjusted for age, sex, smoking, alcohol consumption, education, diet, and other physical activity types. During 15 years of follow-up (median, 10.3 (interquartile range, 8.0-11.8) years), 642 participants (10.9%) experienced a CHD event. In the multivariable model, the respective hazard ratios for the medium and high categories compared with the low category were 0.79 (95% confidence interval CI): 0.66, 0.96) and 0.71 (95% CI: 0.58, 0.87) for total physical activity, 0.76 (95% CI: 0.63, 0.92) and 0.70 (95% CI: 0.57, 0.88) for cycling, and 0.81 (95% CI: 0.66, 0.98) and 0.71 (95% CI: 0.56, 0.90) for domestic work. Walking, sports, and gardening were not associated with CHD. In conclusion, in this long-term follow-up study of older adults, domestic work and cycling were associated with reduced CHD risk. Physical activity should be promoted in this population with the aim to prevent CHD.
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87
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Kieboom BCT, Niemeijer MN, Leening MJG, van den Berg ME, Franco OH, Deckers JW, Hofman A, Zietse R, Stricker BH, Hoorn EJ. Serum Magnesium and the Risk of Death From Coronary Heart Disease and Sudden Cardiac Death. J Am Heart Assoc 2016; 5:e002707. [PMID: 26802105 PMCID: PMC4859391 DOI: 10.1161/jaha.115.002707] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2015] [Accepted: 12/23/2015] [Indexed: 12/13/2022]
Abstract
BACKGROUND Low serum magnesium has been implicated in cardiovascular mortality, but results are conflicting and the pathway is unclear. We studied the association of serum magnesium with coronary heart disease (CHD) mortality and sudden cardiac death (SCD) within the prospective population-based Rotterdam Study, with adjudicated end points and long-term follow-up. METHODS AND RESULTS Nine-thousand eight-hundred and twenty participants (mean age 65.1 years, 56.8% female) were included with a median follow-up of 8.7 years. We used multivariable Cox proportional hazard models and found that a 0.1 mmol/L increase in serum magnesium level was associated with a lower risk for CHD mortality (hazard ratio: 0.82, 95% CI 0.70-0.96). Furthermore, we divided serum magnesium in quartiles, with the second and third quartile combined as reference group (0.81-0.88 mmol/L). Low serum magnesium (≤0.80 mmol/L) was associated with an increased risk of CHD mortality (N=431, hazard ratio: 1.36, 95% CI 1.09-1.69) and SCD (N=217, hazard ratio: 1.54, 95% CI 1.12-2.11). Low serum magnesium was associated with accelerated subclinical atherosclerosis (expressed as increased carotid intima-media thickness: +0.013 mm, 95% CI 0.005-0.020) and increased QT-interval, mainly through an effect on heart rate (RR-interval: -7.1 ms, 95% CI -13.5 to -0.8). Additional adjustments for carotid intima-media thickness and heart rate did not change the associations with CHD mortality and SCD. CONCLUSIONS Low serum magnesium is associated with an increased risk of CHD mortality and SCD. Although low magnesium was associated with both carotid intima-media thickness and heart rate, this did not explain the relationship between serum magnesium and CHD mortality or SCD. Future studies should focus on why magnesium associates with CHD mortality and SCD and whether intervention reduces these risks.
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Affiliation(s)
- Brenda C. T. Kieboom
- Department of EpidemiologyErasmus MC – University Medical Center RotterdamRotterdamThe Netherlands
- Department of Internal MedicineErasmus MC – University Medical Center RotterdamRotterdamThe Netherlands
- Inspectorate for Health CareUtrechtThe Netherlands
| | - Maartje N. Niemeijer
- Department of EpidemiologyErasmus MC – University Medical Center RotterdamRotterdamThe Netherlands
| | - Maarten J. G. Leening
- Department of EpidemiologyErasmus MC – University Medical Center RotterdamRotterdamThe Netherlands
- Department of CardiologyErasmus MC – University Medical Center RotterdamRotterdamThe Netherlands
- Department of EpidemiologyHarvard T.H. Chan School of Public HealthBostonMA
| | - Marten E. van den Berg
- Department of Medical InformaticsErasmus MC – University Medical Center RotterdamRotterdamThe Netherlands
| | - Oscar H. Franco
- Department of EpidemiologyErasmus MC – University Medical Center RotterdamRotterdamThe Netherlands
| | - Jaap W. Deckers
- Department of CardiologyErasmus MC – University Medical Center RotterdamRotterdamThe Netherlands
| | - Albert Hofman
- Department of EpidemiologyErasmus MC – University Medical Center RotterdamRotterdamThe Netherlands
- Department of EpidemiologyHarvard T.H. Chan School of Public HealthBostonMA
| | - Robert Zietse
- Department of Internal MedicineErasmus MC – University Medical Center RotterdamRotterdamThe Netherlands
| | - Bruno H. Stricker
- Department of EpidemiologyErasmus MC – University Medical Center RotterdamRotterdamThe Netherlands
- Department of Internal MedicineErasmus MC – University Medical Center RotterdamRotterdamThe Netherlands
- Inspectorate for Health CareUtrechtThe Netherlands
| | - Ewout J. Hoorn
- Department of Internal MedicineErasmus MC – University Medical Center RotterdamRotterdamThe Netherlands
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Viana Veloso GG, Franco OH, Ruiter R, de Keyser CE, Hofman A, Stricker BC, Kiefte-de Jong JC. Baseline dietary glutamic acid intake and the risk of colorectal cancer: The Rotterdam study. Cancer 2015; 122:899-907. [DOI: 10.1002/cncr.29862] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2015] [Revised: 12/02/2015] [Accepted: 12/07/2015] [Indexed: 01/28/2023]
Affiliation(s)
| | - Oscar H. Franco
- Department of Epidemiology; Erasmus Medical Center; Rotterdam the Netherlands
| | - Rikje Ruiter
- Department of Epidemiology; Erasmus Medical Center; Rotterdam the Netherlands
- Department of Internal Medicine; Groene Hart Hospital; Gouda the Netherlands
| | | | - Albert Hofman
- Department of Epidemiology; Erasmus Medical Center; Rotterdam the Netherlands
| | - Bruno C. Stricker
- Department of Epidemiology; Erasmus Medical Center; Rotterdam the Netherlands
- Health Care Inspectorate; the Hague the Netherlands
- Department of Internal Medicine; Erasmus Medical Center; Rotterdam the Netherlands
| | - Jessica C. Kiefte-de Jong
- Department of Epidemiology; Erasmus Medical Center; Rotterdam the Netherlands
- Leiden University College; the Hague the Netherlands
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Adherence to the Dutch dietary guidelines is inversely associated with 20-year mortality in a large prospective cohort study. Eur J Clin Nutr 2015; 70:262-8. [DOI: 10.1038/ejcn.2015.163] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2014] [Revised: 07/31/2015] [Accepted: 08/17/2015] [Indexed: 11/09/2022]
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Abstract
The Rotterdam Study is a prospective cohort study ongoing since 1990 in the city of Rotterdam in The Netherlands. The study targets cardiovascular, endocrine, hepatic, neurological, ophthalmic, psychiatric, dermatological, otolaryngological, locomotor, and respiratory diseases. As of 2008, 14,926 subjects aged 45 years or over comprise the Rotterdam Study cohort. The findings of the Rotterdam Study have been presented in over 1200 research articles and reports (see www.erasmus-epidemiology.nl/rotterdamstudy ). This article gives the rationale of the study and its design. It also presents a summary of the major findings and an update of the objectives and methods.
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91
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de Jonge EAL, Kiefte-de Jong JC, Campos-Obando N, Booij L, Franco OH, Hofman A, Uitterlinden AG, Rivadeneira F, Zillikens MC. Dietary vitamin A intake and bone health in the elderly: the Rotterdam Study. Eur J Clin Nutr 2015; 69:1360-8. [PMID: 26373964 DOI: 10.1038/ejcn.2015.154] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Revised: 07/07/2015] [Accepted: 08/03/2015] [Indexed: 11/09/2022]
Abstract
BACKGROUND/OBJECTIVES High vitamin A intake may be associated with a decreased bone mineral density (BMD) and increased risk of fractures. Our objectives were to study whether dietary intake of vitamin A (total, retinol or beta-carotene) is associated with BMD and fracture risk and if associations are modified by body mass index (BMI) and vitamin D. SUBJECTS/METHODS Participants were aged 55 years and older (n=5288) from the Rotterdam Study, a population-based prospective cohort. Baseline vitamin A and D intake was measured by a food frequency questionnaire. BMD was measured by dual-energy X-ray absorptiometry at four visits between baseline (1989-1993) and 2004. Serum vitamin D was assessed in a subgroup (n=3161). Fracture incidence data were derived from medical records with a mean follow-up time of 13.9 years. RESULTS Median intake of vitamin A ranged from 684 retinol equivalents (REs)/day (quintile 1) to 2000 REs/day (quintile 5). After adjustment for confounders related to lifestyle and socioeconomic status, BMD was significantly higher in subjects in the highest quintile of total vitamin A (mean difference in BMD (95% confidence interval (CI))=11.53 (0.37-22.7) mg/cm(2)) and retinol intake (mean difference in BMD (95% CI)=12.57 (1.10-24.05) mg/cm(2)) than in the middle quintile. Additional adjustment for BMI diluted these associations. Fracture risk was reduced in these subjects. Significant interaction was present between intake of retinol and overweight (BMI >25 kg/m(2)) in relation to fractures (P for interaction =0.05), but not BMD. Stratified analysis showed that these favourable associations with fracture risk were only present in overweight subjects (BMI >25 kg/m(2)). No effect modification by vitamin D intake or serum levels was observed. CONCLUSIONS Our results suggest a plausible favourable relation between high vitamin A intake from the diet and fracture risk in overweight subjects, whereas the association between vitamin A and BMD is mainly explained by BMI.
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Affiliation(s)
- E A L de Jonge
- Erasmus MC, Department of Internal Medicine, Rotterdam, The Netherlands.,Erasmus MC, Department of Epidemiology, Rotterdam, The Netherlands
| | - J C Kiefte-de Jong
- Erasmus MC, Department of Epidemiology, Rotterdam, The Netherlands.,Department of Global Public Health, Leiden University College, The Hague, The Netherlands
| | - N Campos-Obando
- Erasmus MC, Department of Internal Medicine, Rotterdam, The Netherlands
| | - L Booij
- Erasmus MC, Department of Internal Medicine, Rotterdam, The Netherlands
| | - O H Franco
- Erasmus MC, Department of Epidemiology, Rotterdam, The Netherlands
| | - A Hofman
- Erasmus MC, Department of Epidemiology, Rotterdam, The Netherlands
| | - A G Uitterlinden
- Erasmus MC, Department of Internal Medicine, Rotterdam, The Netherlands.,Erasmus MC, Department of Epidemiology, Rotterdam, The Netherlands
| | - F Rivadeneira
- Erasmus MC, Department of Internal Medicine, Rotterdam, The Netherlands
| | - M C Zillikens
- Erasmus MC, Department of Internal Medicine, Rotterdam, The Netherlands
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Development of a Food Group-Based Diet Score and Its Association with Bone Mineral Density in the Elderly: The Rotterdam Study. Nutrients 2015; 7:6974-90. [PMID: 26295256 PMCID: PMC4555156 DOI: 10.3390/nu7085317] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2015] [Revised: 07/31/2015] [Accepted: 08/11/2015] [Indexed: 11/28/2022] Open
Abstract
No diet score exists that summarizes the features of a diet that is optimal for bone mineral density (BMD) in the elderly. Our aims were (a) to develop a BMD-Diet Score reflecting a diet that may be beneficial for BMD based on the existing literature, and (b) to examine the association of the BMD-Diet Score and the Healthy Diet Indicator, a score based on guidelines of the World Health Organization, with BMD in Dutch elderly participating in a prospective cohort study, the Rotterdam Study (n = 5144). Baseline dietary intake, assessed using a food frequency questionnaire, was categorized into food groups. Food groups that were consistently associated with BMD in the literature were included in the BMD-Diet Score. BMD was measured repeatedly and was assessed using dual energy X-ray absorptiometry. The BMD-Diet Score considered intake of vegetables, fruits, fish, whole grains, legumes/beans and dairy products as “high-BMD” components and meat and confectionary as “low-BMD” components. After adjustment, the BMD-Diet Score was positively associated with BMD (β (95% confidence interval) = 0.009 (0.005, 0.012) g/cm2 per standard deviation). This effect size was approximately three times as large as has been observed for the Healthy Diet Indicator. The food groups included in our BMD-Diet Score could be considered in the development of future dietary guidelines for healthy ageing.
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93
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Kraja B, Muka T, Ruiter R, de Keyser CE, Hofman A, Franco OH, Stricker BH, Kiefte-de Jong JC. Dietary Fiber Intake Modifies the Positive Association between n-3 PUFA Intake and Colorectal Cancer Risk in a Caucasian Population. J Nutr 2015; 145:1709-1716. [PMID: 26041678 DOI: 10.3945/jn.114.208462] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2014] [Accepted: 05/12/2015] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The association between dietary fat intake and the risk of colorectal cancer (CRC) is still unclear. OBJECTIVES We analyzed whether intakes of dietary polyunsaturated fatty acids (PUFAs) and saturated fatty acids (SFAs) were associated with CRC risk and whether these associations were modified by dietary fiber (DF) intake. METHODS This study was embedded in the Rotterdam Study, a prospective cohort study among subjects aged ≥55 y (n = 4967). At baseline, diet was measured by a food-frequency questionnaire. CRC events were diagnosed on the basis of pathology data and medical records. Multivariable adjusted HRs were calculated using Cox regression models. RESULTS During a mean follow-up period of 14.6 y, we identified 222 incident cases of CRC. There was no association between total PUFA, n-6 (ω-6) PUFA, or SFA intake and CRC risk. n-3 PUFA intake was associated with an increased risk of CRC [tertile 3 vs. tertile 1: HR = 1.44 (95% CI: 1.02, 2.04), P-trend = 0.04]. When data were analyzed by food sources, only n-3 PUFAs from nonmarine sources were associated with an increased risk of CRC. A significant interaction between n-3 PUFA and DF intakes was found (P-interaction = 0.02). After stratification by median DF intake, an increased risk of CRC caused by n-3 PUFA intake was observed in participants with a DF intake less than the median [tertile 3 vs. tertile 1: HR = 1.96 (95% CI: 1.20, 3.19), P-trend = 0.01]. No association was observed in subjects with DF intake equal to or higher than the median. CONCLUSIONS This study suggests that intake of n-3 PUFAs by adults is associated with an increased risk of CRC, which may be driven mainly by sources other than fish. Moreover, a complex interaction with DF intake may be present.
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Affiliation(s)
- Bledar Kraja
- Department of Biomedical Sciences, Faculty of Medicine, University of Medicine, Tirana, Albania
| | - Taulant Muka
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Rikje Ruiter
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, Netherlands; Department of Internal Medicine, Groene Hart Hospital, Gouda, Netherlands
| | | | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Oscar H Franco
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Bruno H Stricker
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, Netherlands; Department of Internal Medicine, Groene Hart Hospital, Gouda, Netherlands; Health Care Inspectorate, The Hague, Netherlands; and
| | - Jessica C Kiefte-de Jong
- Department of Epidemiology, Erasmus Medical Center, Rotterdam, Netherlands; Department of Global Public Health, Leiden University College, The Hague, Netherlands
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U.S. Adults' Participation in Specific Activities: Behavioral Risk Factor Surveillance System--2011. J Phys Act Health 2015; 12 Suppl 1:S3-10. [PMID: 25157914 DOI: 10.1123/jpah.2013-0521] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
BACKGROUND There is little information on national estimates for participation in types of aerobic activities among U.S. adults. Current estimates are important to develop appropriate and effective interventions to promote physical activity and interpret bias for some activities measured with devices. METHODS The percentage of adults participating in specific aerobic activities was estimated overall and by demographic subgroups. The 2011 Behavioral Risk Factor Surveillance System respondents (N = 446,216) reported up to 2 aerobic activities they spent the most time doing during the past month. RESULTS Overall, walking (47%) was the most common activity reported and was reported more by women (54%) than men (41%). Participation in most activities declined with increasing age (P < .006). There were a number of differences in participation between race/ethnic subgroups. Participation increased with more education (P for trend < 0.006) for all activities. Participation in most activities was different (P < .002) across BMI subgroups. CONCLUSIONS Walking is the most common activity, overall and among most subgroups. Other activity profiles differ by demographic subgroup. Physical activity promotion strategies that focus on identifying and addressing personal and environmental barriers and understanding demographic subgroup differences could lead to more tailored interventions and public health programs.
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95
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Dai S, Carroll DD, Watson KB, Paul P, Carlson SA, Fulton JE. Participation in Types of Physical Activities Among US Adults--National Health and Nutrition Examination Survey 1999-2006. J Phys Act Health 2015; 12 Suppl 1:S128-40. [PMID: 26083795 PMCID: PMC4487906 DOI: 10.1123/jpah.2015-0038] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
BACKGROUND Information on specific types of physical activities in which US adults participate is important for community and program development to promote physical activity. METHODS Prevalence of participation and average time spent for 33 leisure-time aerobic activities and 10 activity categories were calculated using self-reported data from 22,545 participants aged ≥ 18 years in the National Health and Nutrition Examination Survey 1999-2006. RESULTS Overall, 38% of US adults reported no leisure-time physical activities, and 43% reported 1 or 2 activities in the past 30 days. Walking was the most frequently reported activity for both men (29%) and women (38%). Among walkers, the average time spent walking was 198 minutes/week for men and 152 minutes/week for women. The most reported activities for men after walking were bicycling and yard work, and for women were aerobics and dance. For most activity categories, participation was lower among adults aged ≥ 65 years than among younger adults, and among Mexican Americans and non-Hispanic blacks than among non-Hispanic whites. Participation in most categories increased with increasing educational attainment. CONCLUSIONS Participation in physical activity differs by types of activities and demographic characteristics. Physical activity promotion programs should take these differences into account when developing intervention strategies.
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Affiliation(s)
- Shifan Dai
- Division of Nutrition, Physical Activity, and Obesity, Centers for Disease Control and Prevention, Atlanta, GA
| | - Dianna D. Carroll
- Division of Human Development and Disability, Centers for Disease Control and Prevention, Atlanta, GA
| | - Kathleen B. Watson
- Division of Nutrition, Physical Activity, and Obesity, Centers for Disease Control and Prevention, Atlanta, GA
| | - Prabasaj Paul
- Division of Nutrition, Physical Activity, and Obesity, Centers for Disease Control and Prevention, Atlanta, GA
| | - Susan A. Carlson
- Division of Nutrition, Physical Activity, and Obesity, Centers for Disease Control and Prevention, Atlanta, GA
| | - Janet E. Fulton
- Division of Nutrition, Physical Activity, and Obesity, Centers for Disease Control and Prevention, Atlanta, GA
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Muka T, Kiefte-de Jong JC, Hofman A, Dehghan A, Rivadeneira F, Franco OH. Polyunsaturated fatty acids and serum C-reactive protein: the Rotterdam study. Am J Epidemiol 2015; 181:846-56. [PMID: 25899092 DOI: 10.1093/aje/kwv021] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2014] [Accepted: 11/21/2014] [Indexed: 12/27/2022] Open
Abstract
We aimed to investigate whether dietary intake of total or individual (n-3, n-6, and n-3:n-6 ratio) polyunsaturated fatty acids (PUFAs) was prospectively associated with serum levels of C-reactive protein (CRP), a marker of inflammation. We analyzed 4,707 participants (1,943 men and 2,764 women) from the Rotterdam Study, a prospective follow-up study of subjects aged 55 years or older in the Netherlands. At baseline (1989-1993), dietary intake of PUFAs was assessed by validated food frequency questionnaire. CRP was measured at baseline and at the third study visit (1997-1999). Regression coefficients (β) and 95% confidence intervals were obtained using linear generalized estimating equations. Dietary intake of butter and margarine explained most of the variance in PUFA intake. After adjustment for possible confounding factors, higher intake of total PUFAs was associated with lower CRP levels (fourth quartile vs. first quartile: β = -0.08, 95% confidence interval: -0.15, -0.01). Similarly, intake of n-6 PUFAs was inversely related to CRP (fourth quartile vs. first: β = -0.09, 95% confidence interval: -0.16, -0.01). No consistent trends were observed regarding n-3 PUFAs or n-3:n-6 PUFA ratio and CRP. These findings suggest that high intakes of total PUFAs are associated with lower levels of CRP, reflecting diminished chronic systemic inflammation, which in our study was mainly driven by n-6 PUFAs.
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97
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Vitezova A, Cartolano NS, Heeringa J, Zillikens MC, Hofman A, Franco OH, Kiefte-de Jong JC. Vitamin D and the risk of atrial fibrillation--the Rotterdam Study. PLoS One 2015; 10:e0125161. [PMID: 25933375 PMCID: PMC4416919 DOI: 10.1371/journal.pone.0125161] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2014] [Accepted: 03/20/2015] [Indexed: 02/01/2023] Open
Abstract
Atrial fibrillation (AF) is the most common chronic arrhythmia and it increases the risk of cardiovascular morbidity and mortality. Still there is not a complete understanding of its etiology and underlying pathways. Vitamin D might regulate renin-angiotensin-aldosterone system and might be involved in inflammation, both implicated in the pathophysiology of AF. The objective of this work was to investigate the association between vitamin D status with the risk of AF in the elderly. This study was conducted within the Rotterdam Study, a community-based cohort of middle-aged and elderly participants in Rotterdam, The Netherlands. We had 3,395 participants who were free of AF diagnosis at the start of our study and who had vitamin D data available. We analyzed the association between serum 25-hydroxivitamin D (25(OH)D) and incidence of AF using Cox regression models. Vitamin D deficiency was defined as serum 25(OH)D concentrations <50 nmol/l, insufficiency between 50 nmol/l and 75 nmol/l, while serum 25(OH)D concentrations equal to and above 75 nmol/l were considered as adequate. After mean follow-up of 12.0 years 263 (7.7%) participants were diagnosed with incident AF. Vitamin D status was not associated with AF in any of the 3 multivariate models tested (model adjusted for socio-demographic factors and life-style factors: HR per 10 unit increment in serum 25(OH)D 0.96, 95% CI: 0.91-1.02; HR for insufficiency: 0.82, 95%CI: 0.60-1.11,and HR for adequate status: 0.76, 95%CI: 0.52-1.12 compared to deficiency). This prospective cohort study does not support the hypothesis that vitamin D status is associated with AF.
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Affiliation(s)
- Anna Vitezova
- Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Natasha S. Cartolano
- Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Jan Heeringa
- Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - M. Carola Zillikens
- Department of Internal Medicine, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Oscar H. Franco
- Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
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Eckert KG, Lange MA. Comparison of physical activity questionnaires for the elderly with the International Classification of Functioning, Disability and Health (ICF)--an analysis of content. BMC Public Health 2015; 15:249. [PMID: 25884355 PMCID: PMC4392753 DOI: 10.1186/s12889-015-1562-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2014] [Accepted: 02/17/2015] [Indexed: 11/10/2022] Open
Abstract
Background Physical activity questionnaires (PAQ) have been extensively used to determine physical activity (PA) levels. Most PAQ are derived from an energy expenditure-based perspective and assess activities with a certain intensity level. Activities with a moderate or vigorous intensity level are predominantly used to determine a person’s PA level in terms of quantity. Studies show that the time spent engaging in moderate and vigorous intensity PA does not appropriately reflect the actual PA behavior of older people because they perform more functional, everyday activities. Those functional activities are more likely to be considered low-intense and represent an important qualitative health-promoting activity. For the elderly, functional, light intensity activities are of special interest but are assessed differently in terms of quantity and quality. The aim was to analyze the content of PAQ for the elderly. Methods N = 18 sufficiently validated PAQ applicable to adults (60+) were included. Each item (N = 414) was linked to the corresponding code of the International Classification of Functioning, Disability and Health (ICF) using established linking rules. Kappa statistics were calculated to determine rater agreement. Results Items were linked to 598 ICF codes and 62 different ICF categories. A total of 43.72% of the codes were for sports-related activities and 14.25% for walking-related activities. Only 9.18% of all codes were related to household tasks. Light intensity, functional activities are emphasized differently and are underrepresented in most cases. Additionally, sedentary activities are underrepresented (5.55%). κ coefficients were acceptable for n = 16 questionnaires (0.48-1.00). Conclusions There is a large inconsistency in the understandings of PA in elderly. Further research should focus (1) on a conceptual understanding of PA in terms of the behavior of the elderly and (2) on developing questionnaires that inquire functional, light intensity PA, as well as sedentary activities more explicitly.
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Affiliation(s)
- Katharina G Eckert
- Institute of Exercise and Public Health, Faculty of Sport Science, University Leipzig, Jahnallee 59, 04109, Leipzig, Germany.
| | - Martin A Lange
- Institute of Exercise and Public Health, Faculty of Sport Science, University Leipzig, Jahnallee 59, 04109, Leipzig, Germany.
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100
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Jankovic N, Steppel MT, Kampman E, de Groot LC, Boshuizen HC, Soedamah-Muthu SS, Kromhout D, Feskens EJ. Stability of dietary patterns assessed with reduced rank regression; the Zutphen Elderly Study. Nutr J 2014; 13:30. [PMID: 24690194 PMCID: PMC4021363 DOI: 10.1186/1475-2891-13-30] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2013] [Accepted: 03/27/2014] [Indexed: 01/27/2023] Open
Abstract
Background Reduced rank regression (RRR) combines exploratory analysis with a-priori knowledge by including risk factors in the model. Dietary patterns, derived from RRR analysis, can be interpreted by the chosen risk factor profile and give an indication of positive or adverse health effects for a specific disease. Our aim was to assess the stability of dietary patterns derived by RRR over time. Methods We used data from 467 men, aged 64–85 years, participating in the 1985 and 1990 examination rounds of the Zutphen Elderly Study. Backwards regression on risk factors and food groups was applied prior to the RRR analysis to exclude food groups with low predictability (from 36 to 19 food groups) for the chosen risk factor profile. For the final RRR analysis, dietary intake data from 19 food groups as predictor variables and 6 established risk factors for cardiovascular diseases (body mass index, systolic and diastolic blood pressure, high density lipoprotein and total cholesterol levels, and uric acid) were used. Results Three RRR dietary patterns were derived for both examination years: a “(low in) cereal fibre pattern”, an “alcohol pattern” and an “inconsistent pattern”. The “(low in) cereal fibre pattern” was most stable over time, with a correlation coefficient of 0.47 (95% CI: 0.38-0.53) between 1985 and 1990 measurements. Conclusion Dietary patterns as measured by RRR, after backwards regression, are reasonably stable over a period of five years. Thus, RRR appears to be an attractive method to measure long-term dietary exposure for nutritional epidemiological studies, with one dietary measurement at baseline.
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Affiliation(s)
- Nicole Jankovic
- Division of Human Nutrition, Wageningen University, PO Box 8129, 6700 EV Wageningen, The Netherlands.
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