121 results on '"Picavet, HSJ"'
Search Results
2. Past or Present; Which Exposures Predict Metabolomic Aging Better?:The Doetinchem Cohort Study
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Smit, AP, Herber, GCM, Kuiper, LM, Loef, B, Picavet, HSJ, Verschuren, WMM, Smit, AP, Herber, GCM, Kuiper, LM, Loef, B, Picavet, HSJ, and Verschuren, WMM
- Abstract
People age differently. Differences in aging might be reflected by metabolites, also known as metabolomic aging. Predicting metabolomic aging is of interest in public health research. However, the added value of longitudinal over cross-sectional predictors of metabolomic aging is unknown. We studied exposome-related exposures as potential predictors of metabolomic aging, both cross-sectionally and longitudinally in men and women. We used data from 4 459 participants, aged 36–75 of Round 4 (2003–2008) of the long-running Doetinchem Cohort Study (DCS). Metabolomic age was calculated with the MetaboHealth algorithm. Cross-sectional exposures were demographic, biological, lifestyle, and environmental at Round 4. Longitudinal exposures were based on the average exposure over 15 years (Round 1 [1987–1991] to 4), and trend in these exposure over time. Random Forest was performed to identify model performance and important predictors. Prediction performances were similar for cross-sectional and longitudinal exposures in both men (R2 6.8 and 5.8, respectively) and women (R2 14.8 and 14.4, respectively). Biological and diet exposures were most predictive for metabolomic aging in both men and women. Other important predictors were smoking behavior for men and contraceptive use and menopausal status for women. Taking into account history of exposure levels (longitudinal) had no added value over cross-sectionally measured exposures in predicting metabolomic aging in the current study. However, the prediction performances of both models were rather low. The most important predictors for metabolomic aging were from the biological and lifestyle domain and differed slightly between men and women.
- Published
- 2024
3. Individual mental health patterns and the role of lifestyle among ageing adults over 20 years - the Doetinchem Cohort Study
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Cardiometabolic Health, Circulatory Health, Global Public Health & Bioethics, JC onderzoeksprogramma Cardiovascular Health, Menassa, M, Wesenhagen, Kej, Stronks, K, Franco, O H, Verschuren, Wmm, Picavet, Hsj, Cardiometabolic Health, Circulatory Health, Global Public Health & Bioethics, JC onderzoeksprogramma Cardiovascular Health, Menassa, M, Wesenhagen, Kej, Stronks, K, Franco, O H, Verschuren, Wmm, and Picavet, Hsj
- Published
- 2023
4. Using random forest to identify longitudinal predictors of health in a 30 year cohort study
- Author
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Loef, B, Wong, A, Jansen, NAH, Strak, M, Hoekstra, J, Picavet, HSJ, Boshuizen, HC, Verschuren, WMM, and Herber, GCM
- Abstract
Due to the wealth of exposome data from longitudinal cohort studies that is currently available, the need for methods to adequately analyze these data is growing. We propose an approach in which machine learning is used to identify longitudinal exposome-related predictors of health, and illustrate its potential through an application. Our application involves studying the relation between exposome and self-perceived health based on the 30-year running Doetinchem Cohort Study. Random Forest (RF) was used to identify the strongest predictors due to its favorable prediction performance in prior research. The relation between predictors and outcome was visualized with partial dependence and accumulated local effects plots. To facilitate interpretation, exposures were summarized by expressing them as the average exposure and average trend over time. The RF model’s ability to discriminate poor from good self-perceived health was acceptable (Area-Under-the-Curve = 0.707). Nine exposures from different exposome-related domains were largely responsible for the model’s performance, while 87 exposures seemed to contribute little to the performance. Our approach demonstrates that ML can be interpreted more than widely believed, and can be applied to identify important longitudinal predictors of health over the life course in studies with repeated measures of exposure. The approach is context-independent and broadly applicable.
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- 2021
5. Relation of inflammatory marker trajectories with frailty and aging in a 20-year longitudinal study
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José A. Ferreira, Picavet Hsj, Anne-Marie Buisman, Leonard Daniël Samson, Boots Amh, Verschuren Wmm, and Peter M. Engelfriet
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Oncology ,Longitudinal study ,medicine.medical_specialty ,business.industry ,Inflammation ,Overweight ,Health outcomes ,Physical strength ,Inflammatory marker ,Internal medicine ,medicine ,Platelet activation ,medicine.symptom ,business ,Lung function - Abstract
Little is known about the development of low-grade inflammation with age and its relationship with the onset of frailty. In this exploratory study, we investigated 18 inflammatory markers measured in blood of 144 individuals aged 65-75 years at study endpoint, collected over 20 years at five-year intervals. IFNγ-induced markers and platelet activation markers changed in synchrony over time. Chronically elevated levels of IL-6-related markers, such as CRP and sIL-6R, were associated with frailty and becoming frail over time, poorer lung function, or less physical strength. Overweight was a possible driver of these associations. More and stronger associations were detected in women, such as between increasing sCD14 levels and frailty, indicating possible monocyte overactivation. Multivariate prediction of frailty showed low accuracy but confirmed the main results. In summary, we documented 20-year temporal changes of inflammatory markers in an aging population, and related these to clinically relevant health outcomes.
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- 2021
- Full Text
- View/download PDF
6. Cohort Profile: The Doetinchem Cohort Study
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Verschuren, WMM, Blokstra, A, Picavet, HSJ, and Smit, HA
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- 2008
7. Lifestyle factors and risk of multimorbidity of cancer and cardiometabolic diseases: a multinational cohort study
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Freisling, H, Viallon, V, Lennon, H, Bagnardi, V, Ricci, C, Butterworth, AS, Sweeting, M, Muller, D, Romieu, I, Bazelle, P, Kvaskoff, M, Arveux, P, Severi, G, Bamia, C, Kuehn, T, Kaaks, R, Bergmann, M, Boeing, H, Tjonneland, A, Olsen, A, Overvad, K, Dahm, CC, Menendez, V, Agudo, A, Sanchez, M-J, Amiano, P, Santiuste, C, Gurrea, AB, Tong, TYN, Schmidt, JA, Tzoulaki, I, Tsilidis, KK, Ward, H, Palli, D, Agnoli, C, Tumino, R, Ricceri, F, Panico, S, Picavet, HSJ, Bakker, M, Monninkhof, E, Nilsson, P, Manjer, J, Rolandsson, O, Thysell, E, Weiderpass, E, Jenab, M, Riboli, E, Vineis, P, Danesh, J, Wareham, NJ, Gunter, MJ, Ferrari, P, Freisling, H, Viallon, V, Lennon, H, Bagnardi, V, Ricci, C, Butterworth, AS, Sweeting, M, Muller, D, Romieu, I, Bazelle, P, Kvaskoff, M, Arveux, P, Severi, G, Bamia, C, Kuehn, T, Kaaks, R, Bergmann, M, Boeing, H, Tjonneland, A, Olsen, A, Overvad, K, Dahm, CC, Menendez, V, Agudo, A, Sanchez, M-J, Amiano, P, Santiuste, C, Gurrea, AB, Tong, TYN, Schmidt, JA, Tzoulaki, I, Tsilidis, KK, Ward, H, Palli, D, Agnoli, C, Tumino, R, Ricceri, F, Panico, S, Picavet, HSJ, Bakker, M, Monninkhof, E, Nilsson, P, Manjer, J, Rolandsson, O, Thysell, E, Weiderpass, E, Jenab, M, Riboli, E, Vineis, P, Danesh, J, Wareham, NJ, Gunter, MJ, and Ferrari, P
- Abstract
BACKGROUND: Although lifestyle factors have been studied in relation to individual non-communicable diseases (NCDs), their association with development of a subsequent NCD, defined as multimorbidity, has been scarcely investigated. The aim of this study was to investigate associations between five lifestyle factors and incident multimorbidity of cancer and cardiometabolic diseases. METHODS: In this prospective cohort study, 291,778 participants (64% women) from seven European countries, mostly aged 43 to 58 years and free of cancer, cardiovascular disease (CVD), and type 2 diabetes (T2D) at recruitment, were included. Incident multimorbidity of cancer and cardiometabolic diseases was defined as developing subsequently two diseases including first cancer at any site, CVD, and T2D in an individual. Multi-state modelling based on Cox regression was used to compute hazard ratios (HR) and 95% confidence intervals (95% CI) of developing cancer, CVD, or T2D, and subsequent transitions to multimorbidity, in relation to body mass index (BMI), smoking status, alcohol intake, physical activity, adherence to the Mediterranean diet, and their combination as a healthy lifestyle index (HLI) score. Cumulative incidence functions (CIFs) were estimated to compute 10-year absolute risks for transitions from healthy to cancer at any site, CVD (both fatal and non-fatal), or T2D, and to subsequent multimorbidity after each of the three NCDs. RESULTS: During a median follow-up of 11 years, 1910 men and 1334 women developed multimorbidity of cancer and cardiometabolic diseases. A higher HLI, reflecting healthy lifestyles, was strongly inversely associated with multimorbidity, with hazard ratios per 3-unit increment of 0.75 (95% CI, 0.71 to 0.81), 0.84 (0.79 to 0.90), and 0.82 (0.77 to 0.88) after cancer, CVD, and T2D, respectively. After T2D, the 10-year absolute risks of multimorbidity were 40% and 25% for men and women, respectively, with unhealthy lifestyle, and 30% and 18% for men and
- Published
- 2020
8. Prevalence of self reported musculoskeletal diseases is high. (Extended Report)
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Picavet, HSJ and Hazes, JMW
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Analysis ,Demographic aspects ,Prevalence studies (Epidemiology) -- Analysis ,Musculoskeletal diseases -- Demographic aspects -- Analysis - Abstract
Objectives: To present the prevalence of self reported musculoskeletal diseases, the coexistence of these diseases, the test-retest reliability with six months in between, and the association with musculoskeletal pain symptoms. [...]
- Published
- 2003
9. Prevalence and consequences of low back problems in the Netherlands, working vs non-working population, the MORGEN-study
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Picavet, HSJ, Schouten, JSAG, and Smit, HA
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- 1999
- Full Text
- View/download PDF
10. Susceptibility to Chronic Mucus Hypersecretion, a Genome Wide Association Study
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Dijkstra, Akkelies E., Smolonska, J, Van Den Berge, M, Wijmenga, C, Zanen, P, Luinge, MA, Platteel, M, Lammers, JW, Dahlback, M, Tosh, K, Hiemstra, PS, Sterk, PJ, Spira, A, Vestbo, J, Nordestgaard, BG, Benn, M, Nielsen, SF, Dahl, M, Verschuren, WM, Picavet, HSJ, Smit, HA, Owsijewitsch, M, Kauczor, HU, De Koning, HJ, Nizankowska-Mogilnicka, E, Mejza, F, Nastalek, P, Van Diemen, CC, Cho, MH, Silverman, EK, Crapo, JD, Beaty, TH, Lomas, DA, Bakke, Per, Gulsvik, Amund, Bosse, Y, Obeidat, MA, Loth, DW, Lahousse, L, Rivadeneira, F, Uitterlinden, AG, Hofman, A, Stricker, BH, Brusselle, GG, Van Duijn, CM, Brouwer, U, Koppelman, GH, Vonk, JM, Nawijn, MC, Groen, HJM, Timens, W, Boezen, HM, Postma, DS, Alizadeh, BZ, De Boer, RA, Bruinenberg, M, Franke, L, Van Der Harst, P, Hillege, HL, Van Der Klauw, MM, Navis, G, Ormel, J, Rosmalen, J, Slaets, JP, Snieder, H, Stolk, RP, Wolffenbuttel, B, Amsterdam institute for Infection and Immunity, Pulmonology, Clinical Chemistry, Public Health, Otorhinolaryngology and Head and Neck Surgery, Epidemiology, Internal Medicine, Groningen Research Institute for Asthma and COPD (GRIAC), Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Life Course Epidemiology (LCE), Damage and Repair in Cancer Development and Cancer Treatment (DARE), and Guided Treatment in Optimal Selected Cancer Patients (GUTS)
- Subjects
CHROMATIN ,Male ,Chronic bronchitis ,Pulmonology ,Epidemiology ,OBSTRUCTIVE PULMONARY-DISEASE CHRONIC-BRONCHITIS GENETIC EPIDEMIOLOGY GENERAL-POPULATION BINDING-PROTEIN RISK-FACTORS COPD CHROMATIN SATB1 EXPRESSION ,lcsh:Medicine ,Genome-wide association study ,Lung/metabolism ,Mucus/metabolism ,Drug Addiction ,Matrix Attachment Region Binding Proteins/genetics ,Recreational Drug Addiction ,Cohort Studies ,Pulmonary Disease, Chronic Obstructive ,Medicine and Health Sciences ,Psychology ,Clinical Epidemiology ,lcsh:Science ,Lung ,Cells, Cultured ,GENETIC EPIDEMIOLOGY ,GENERAL-POPULATION ,Aged, 80 and over ,education.field_of_study ,Multidisciplinary ,Medical sciences: 700::Basic medical, dental and veterinary sciences: 710::Medical genetics: 714 [VDP] ,Genomics ,respiratory system ,Middle Aged ,3. Good health ,Functional Genomics ,BINDING-PROTEIN ,medicine.anatomical_structure ,CHRONIC-BRONCHITIS ,Genetic Epidemiology ,Medical sciences: 700::Clinical medical sciences: 750::Lung diseases: 777 [VDP] ,Epidemiological Methods and Statistics ,Female ,medicine.symptom ,Transcriptome Analysis ,Medisinske fag: 700::Klinisk medisinske fag: 750::Lungesykdommer: 777 [VDP] ,Research Article ,EXPRESSION ,Adult ,Chronic Obstructive Pulmonary Disease ,Population ,Addiction ,Single-nucleotide polymorphism ,Biology ,Environmental and Occupational Lung Diseases ,OBSTRUCTIVE PULMONARY-DISEASE ,Polymorphism, Single Nucleotide ,Environmental Epidemiology ,SATB1 ,SDG 3 - Good Health and Well-being ,medicine ,Genome-Wide Association Studies ,Genetics ,SNP ,COPD ,Humans ,education ,Lifecourse Epidemiology ,Aged ,lcsh:R ,Biology and Life Sciences ,Computational Biology ,Correction ,Matrix Attachment Region Binding Proteins ,Genome Analysis ,Pulmonary Disease, Chronic Obstructive/genetics ,Medisinske fag: 700::Basale medisinske, odontologiske og veterinærmedisinske fag: 710::Medisinsk genetikk: 714 [VDP] ,Mucus ,Genetic epidemiology ,Immunology ,Respiratory Infections ,Chronic Disease ,RISK-FACTORS ,Sputum ,lcsh:Q ,Genome Expression Analysis ,Genome-Wide Association Study - Abstract
Background: Chronic mucus hypersecretion (CMH) is associated with an increased frequency of respiratory infections, excess lung function decline, and increased hospitalisation and mortality rates in the general population. It is associated with smoking, but it is unknown why only a minority of smokers develops CMH. A plausible explanation for this phenomenon is a predisposing genetic constitution. Therefore, we performed a genome wide association (GWA) study of CMH in Caucasian populations. Methods: GWA analysis was performed in the NELSON-study using the Illumina 610 array, followed by replication and metaanalysis in 11 additional cohorts. In total 2,704 subjects with, and 7,624 subjects without CMH were included, all current or former heavy smokers (>= 20 pack-years). Additional studies were performed to test the functional relevance of the most significant single nucleotide polymorphism (SNP). Results: A strong association with CMH, consistent across all cohorts, was observed with rs6577641 (p = 4.25610(-6), OR = 1.17), located in intron 9 of the special AT-rich sequence-binding protein 1 locus (SATB1) on chromosome 3. The risk allele (G) was associated with higher mRNA expression of SATB1 (4.3610 29) in lung tissue. Presence of CMH was associated with increased SATB1 mRNA expression in bronchial biopsies from COPD patients. SATB1 expression was induced during differentiation of primary human bronchial epithelial cells in culture. Conclusions: Our findings, that SNP rs6577641 is associated with CMH in multiple cohorts and is a cis-eQTL for SATB1, together with our additional observation that SATB1 expression increases during epithelial differentiation provide suggestive evidence that SATB1 is a gene that affects CMH. Background: Chronic mucus hypersecretion (CMH) is associated with an increased frequency of respiratory infections, excess lung function decline, and increased hospitalisation and mortality rates in the general population. It is associated with smoking, but it is unknown why only a minority of smokers develops CMH. A plausible explanation for this phenomenon is a predisposing genetic constitution. Therefore, we performed a genome wide association (GWA) study of CMH in Caucasian populations. Methods: GWA analysis was performed in the NELSON-study using the Illumina 610 array, followed by replication and meta-analysis in 11 additional cohorts. In total 2,704 subjects with, and 7,624 subjects without CMH were included, all current or former heavy smokers (≥20 pack-years). Additional studies were performed to test the functional relevance of the most significant single nucleotide polymorphism (SNP). Results: A strong association with CMH, consistent across all cohorts, was observed with rs6577641 (p = 4.25x10 -6, OR = 1.17), located in intron 9 of the special AT-rich sequence-binding protein 1 locus (SATB1) on chromosome 3. The risk allele (G) was associated with higher mRNA expression of SATB1 (4.3x10 -9) in lung tissue. Presence of CMH was associated with increased SATB1 mRNA expression in bronchial biopsies from COPD patients. SATB1 expression was induced during differentiation of primary human bronchial epithelial cells in culture. Conclusions: Our findings, that SNP rs6577641 is associated with CMH in multiple cohorts and is a cis-eQTL for SATB1, together with our additional observation that SATB1 expression increases during epithelial differentiation provide suggestive evidence that SATB1 is a gene that affects CMH.
- Published
- 2013
- Full Text
- View/download PDF
11. Vergrijzing en toekomstige ziektelast. Prognose chronische ziektenprevalentie 2005-2025
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Blokstra A, Baan CA, Boshuizen HC, Feenstra TL, Hoogenveen RT, Picavet HSJ, Smit HA, Wijga AH, Verschuren WMM, and PZO
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chronic diseases ,vergrijzing ,projections ,chronische ziekten ,toekomstprojecties ,ageing ,ziektelast ,burden of disease - Abstract
Due to ageing and growth of the population, the number of persons with a chronic disease will increase in the next twenty years, with the largest increase expected in the number of persons with diabetes and osteoporosis. In the next twenty years, 300,000 additional cases of diabetes are expected, with a further 100,000 cases of diabetes expected if the increase in the prevalence of obesity continues at the present rate. 350,000 additional cases of osteoporosis are expected in the next twenty years. In the past decades, smoking has declined in men, while it has increased in women, resulting in future patterns of smoking-related diseases (COPD and lung cancer) that are different for men and women: a smaller increase in men, and a larger increase in women than expected on the basis of demographic changes alone. These are some of the results drawn from projections of the chronic disease burden for 2005 up to 2025. Projections - for cardiovascular diseases (myocardial infarction, stroke and heart failure), diabetes mellitus, cancer (lung, colon, breast), asthma, COPD and osteoporosis - were made for anticipating future health-care needs and costs. Different methods employed here were: simple demographic projections, using present age-specific prevalence combined with future population numbers; projections using the Chronic Diseases Model, in which trends in diseases observed in the past are taken into account, and projections using the Chronic Diseases Model in which also future trends in obesity and smoking are taken into account.
- Published
- 2008
12. Prevalenties en consequenties van lage rugklachten in het MORGEN-project 1993-1995
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Picavet HSJ, Schouten JSAG, Smit HS, and CCM
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back ,morgen-study ,prevalence ,pain ,netherlands ,equipment and supplies ,low back problems ,human activities ,chronic disease ,health care economics and organizations - Abstract
This report presents the prevalences of low back problems among a random sample of the general population aged 20-59 living in three towns in different regions in the Netherlands (Amsterdam, Doetinchem and Maastricht). The description includes different characteristics of the low back problems, its consequences and the high risk groups. Almost half of the population reports low back problems during the last 12 months and chronic low back problems are reported by one-fifth. Low back problems form a considerable public health problem, not only because of the high prevalences but also because of the major consequences in terms of disabilities, use of health services and work absenteeism.
- Published
- 2007
13. Klachten van het bewegingsapparaat in de Nederlandse bevolking, prevalenties, consequenties en risicogroepen
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Picavet HSJ, Gils HWV van, Schouten JSAG, Centraal Bureau voor de Statistiek CBS, Universiteit van Maastricht, Capaciteitsgroep Epidemiologie, and CZE
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use of health care ,hip ,shoulder ,pols ,knie ,nek ,risk groups ,wrist ,pain ,ziekteverzuim ,postal ,higher back ,zorggebruik ,health ,the netherlands ,health survey ,gezondheidsenquete ,voet ,gezondheid ,epidemiology ,postenquete ,work disability ,pijn ,hoge-rug ,prevalence ,lage-rug ,sick leave ,beperkingen ,vragenlijstonderzoek ,prevalentie ,nederland ,complaint ,enkel ,beweginsapparaat ,ankle ,klachten ,musculoskeletal ,heup ,questionnaire ,epidemiologie ,risicogroepen ,elbow ,neck ,population-based ,populatiestudie ,schouder ,lower back ,bevolking ,foot ,hand ,elleboog - Abstract
Musculoskeletal complaints represent a big public health problem however data on the total population are scarce.Using cross-sectional data from a national population-based study on persons of 25 years and olderw we give estimates on prevalences of different musculoskeletal complaints, their consequences and risk groups in the Dutch population.The period prevalence (12 months) and point prevalence (Pp) of pain complaints of ten different anatomical sites were assessed in five groups: 1. neck, shoulder or higher part of the back, 2. elbow or wrist/hand, 3. lower part of the back, 4. hip or knee, 5. ankle and foot. Additional data included demographics, characteristics of the complaints (duration, severity, course) and consequences (perceived health, (work) disability, use of health care services). Data were weighted to present data on the Dutch population aged 25 years and over.The top 3 of self-reported musculoskeletal complaints was: 1. low back pain, Pp=26.9%, 2. shoulder pain, Pp=20.9% 3. neck pain, Pp=20.6%. In most cases the pain was described as continuous or repetitive, non-severe pain. In every 3 out of 10 cases the pain complaints were accompanied with limitation in daily life. Between 33% and 42% of those with complaints consulted their general physician for their pain. With exception of those who are work disabled, general socio-demographic characteristics cannot be used to identify high risk groups. Musculoskeletal pain is common among every subgroup in the population and varies from a non-severe pain complaint to a severe health problem with consequences for work and use of health care.
- Published
- 2007
14. Gehoorschade en geluidsblootstelling in Nederland : Inventarisatie van cijfers
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P&V, V&Z, Gommer M, Hoekstra J, Engelfriet PM, Wilson C, Picavet HSJ, P&V, V&Z, Gommer M, Hoekstra J, Engelfriet PM, Wilson C, and Picavet HSJ
- Abstract
RIVM rapport:Cijfers gehoorschade en geluidsblootstelling onvoldoende Harde muziek in discotheken, tijdens concerten en via koptelefoons kan, net als lawaai op het werk, blijvende gehoorschade veroorzaken. Het gaat daarbij om minder goed horen, doofheid en blijvend oorsuizen (tinnitus). Er zijn aanwijzingen dat vooral jongeren steeds vaker en op jongere leeftijd worden blootgesteld aan een hoeveelheid geluid die een risico kan vormen. Door het gebrek aan harde gegevens is niet bekend hoe vaak gehoorschade precies voorkomt en of het toeneemt. Blootstelling op jonge leeftijd kan onomkeerbare gehoorschade veroorzaken die mogelijk pas op latere leeftijd aan het licht komt. Voor Nederland ontbreken metingen van blootstelling aan lawaai (in decibellen) en gehoorverlies (audiometrie) over een langere periode. De huidige aanwijzingen zijn gebaseerd op gegevens over blootstelling aan muziek en over gehoorproblemen. Deze zijn ontleend aan vragenlijsten onder jongeren en registraties in de gezondheidszorg. Uit de beschikbare gegevens is niet te ontlenen welke bronnen gehoorproblemen veroorzaken. Wel blijkt uit de vragenlijsten dat zowel de omvang van geluidsblootstelling als de frequentie van oorsuizen na een bezoek aan een muziekevenement hoog is. Oorsuizen is, ook als het tijdelijk is, vaak een eerste indicatie van gehoorschade. Aanbevolen wordt meer inzicht te krijgen in de individuele blootstelling bij jongeren, bronnen van hard geluid, en welke geluidniveaus gehoorschade veroorzaken. Het betrouwbaarste onderzoek naar een trend in de tijd is een Amerikaanse studie waaruit blijkt dat het gehoor bij jongeren van 12 tot en met 19 jaar tussen 1988 en 2006 duidelijk is verslechterd, vermoedelijk door hogere muziekblootstelling. Andere aanwijzingen voor een toegenomen blootstelling aan harde muziek zijn dat muziek makkelijker beschikbaar is door de opkomst van de MP3-speler, en de beleving daarvan ('de bas moet je voelen') veranderd is. Verder is het gebruik van koptelefoons toegenomen en is, Data on music induced hearing loss in the Netherlands insufficient Exposure to loud music, in a dance hall, during a concert, or via personal music devices, can induce permanent hearing loss, deafness or tinnitus. The risks are similar to exposure to noise in the workplace. There are several indications that especially adolescents are not only increasingly exposed to potentially damaging sound levels, but also at a younger age. However, due to a lack of scientifically sound data, it is not known how frequently hearing loss due to loud music occurs and whether or not the prevalence is increasing. Exposure at a young age may cause irreversible hearing loss that only becomes manifest at a more advanced age. Long-term studies on exposure to excessively loud music (expressed in decibels) and hearing loss (based on audiometry) are not available for the Netherlands. Current notions on the prevalence and possible time trends are derived either from questionnaires - self-reported hearing loss and sound exposures - or from general practice or hospital admissions registers. Where data on hearing loss are available, it is unknown what the underlying cause is. Questionnaire surveys among adolescents suggest a large exposure to excessively loud music and a correspondingly large prevalence of ringing ears (tinnitus) after visiting a music event. Temporary tinnitus can be a first sign of hearing loss. Recommendations for research are to gain more insight into individual noise and loud music exposures among adolescents, the respective contributions of different sources of loud noise, and the levels of loudness of music levels that may induce hearing loss. The best example of a study on time trends in hearing loss is an American study, which shows an increase of the prevalence of hearing loss over the period 1988 until 2006 among adolescents aged 12-19 year. This increase is probably due to increased exposure to loud music. Additional signs of a suspected increase in exposure to loud
- Published
- 2014
15. Susceptibility to Chronic Mucus Hypersecretion, a Genome Wide Association Study
- Author
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Dijkstra, AE, Smolonska, J, van den Berge, M (Maarten), Wijmenga, C, Zanen, P, Luinge, MA, Platteel, M, Lammers, JW, Dahlback, M, Tosh, K, Hiemstra, PS, Sterk, PJ, Spira, A, Vestbo, J, Nordestgaard, BG, Benn, M, Nielsen, SF, Dahl, M, Verschuren, WM, Picavet, HSJ, Smit, HA, Owsijewitsch, M, Kauczor, HU, de Koning, Harry, Nizankowska-Mogilnicka, E, Mejza, F, Nastalek, P, van Diemen, CC, Cho, MH, Silverman, EK, Crapo, JD, Beaty, TH, Lomas, DA, Bakke, P, Gulsvik, A, Bosse, Y, Obeidat, MA, Loth, Daan, Lahousse, Lies, Rivadeneira, Fernando, Uitterlinden, André, Hofman, Bert, Stricker, Bruno, Brusselle, Guy, Duijn, Cornelia, Brouwer, U, Koppelman, GH, Vonk, JM, Nawijn, MC, Groen, HJM, Timens, W, Boezen, HM, Postma, DS, Dijkstra, AE, Smolonska, J, van den Berge, M (Maarten), Wijmenga, C, Zanen, P, Luinge, MA, Platteel, M, Lammers, JW, Dahlback, M, Tosh, K, Hiemstra, PS, Sterk, PJ, Spira, A, Vestbo, J, Nordestgaard, BG, Benn, M, Nielsen, SF, Dahl, M, Verschuren, WM, Picavet, HSJ, Smit, HA, Owsijewitsch, M, Kauczor, HU, de Koning, Harry, Nizankowska-Mogilnicka, E, Mejza, F, Nastalek, P, van Diemen, CC, Cho, MH, Silverman, EK, Crapo, JD, Beaty, TH, Lomas, DA, Bakke, P, Gulsvik, A, Bosse, Y, Obeidat, MA, Loth, Daan, Lahousse, Lies, Rivadeneira, Fernando, Uitterlinden, André, Hofman, Bert, Stricker, Bruno, Brusselle, Guy, Duijn, Cornelia, Brouwer, U, Koppelman, GH, Vonk, JM, Nawijn, MC, Groen, HJM, Timens, W, Boezen, HM, and Postma, DS
- Abstract
Background: Chronic mucus hypersecretion (CMH) is associated with an increased frequency of respiratory infections, excess lung function decline, and increased hospitalisation and mortality rates in the general population. It is associated with smoking, but it is unknown why only a minority of smokers develops CMH. A plausible explanation for this phenomenon is a predisposing genetic constitution. Therefore, we performed a genome wide association (GWA) study of CMH in Caucasian populations. Methods: GWA analysis was performed in the NELSON-study using the Illumina 610 array, followed by replication and metaanalysis in 11 additional cohorts. In total 2,704 subjects with, and 7,624 subjects without CMH were included, all current or former heavy smokers (>= 20 pack-years). Additional studies were performed to test the functional relevance of the most significant single nucleotide polymorphism (SNP). Results: A strong association with CMH, consistent across all cohorts, was observed with rs6577641 (p = 4.25610(-6), OR = 1.17), located in intron 9 of the special AT-rich sequence-binding protein 1 locus (SATB1) on chromosome 3. The risk allele (G) was associated with higher mRNA expression of SATB1 (4.3610 29) in lung tissue. Presence of CMH was associated with increased SATB1 mRNA expression in bronchial biopsies from COPD patients. SATB1 expression was induced during differentiation of primary human bronchial epithelial cells in culture. Conclusions: Our findings, that SNP rs6577641 is associated with CMH in multiple cohorts and is a cis-eQTL for SATB1, together with our additional observation that SATB1 expression increases during epithelial differentiation provide suggestive evidence that SATB1 is a gene that affects CMH.
- Published
- 2014
16. Strategische analyse gegevensvoorziening VTV en Zorgbalans : Naar betere informatie over volksgezondheid en zorg
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VTV, vz, Nugteren R, van den Berg MJ, Verschuuren M, Picavet HSJ, Verkleij HGM, Hoeymans N, VTV, vz, Nugteren R, van den Berg MJ, Verschuuren M, Picavet HSJ, Verkleij HGM, and Hoeymans N
- Abstract
RIVM rapport:De Volksgezondheid Toekomst Verkenning (VTV) en de Zorgbalans hebben data nodig om de kwaliteit, doelmatigheid en toegankelijkheid van de zorg te meten en de volksgezondheid in kaart te brengen. Daarmee vormen deze producten de basis voor het volksgezondheidsbeleid van het ministerie van Volksgezondheid, Welzijn en Sport (VWS). Uit onderzoek van het Rijksinstituut voor Volksgezondheid en Milieu (RIVM) blijkt dat de VTV en Zorgbalans nog niet altijd over voldoende betrouwbare en kwalitatief hoogstaande data kunnen beschikken. Om wel over de benodigde gegevens te kunnen beschikken, moet VWS een goed beeld hebben van wie welke data verzamelt, waarom en onder welke voorwaarden (financiering). Dit is nu niet altijd duidelijk. Waar mogelijk moet VWS vervolgens regie voeren op de gegevensverzamelingen om de beschikbaarheid, toegankelijkheid en kwaliteit van de bronnen te vergroten. Gegevens over volksgezondheid en zorg vereisen blijvende regie Voor de VTV en de Zorgbalans worden data uit circa honderd bronnen (registraties, enquêtes, cohortstudies, monitors en onderzoeken) verzameld over vragen als: Hoeveel mensen roken? Hoe ontwikkelt zich de levensverwachting in Nederland? Ontvangen mensen de juiste zorg, op het juiste moment en is er voldoende aanbod om uit te kiezen? In opdracht van VWS heeft het RIVM geïnventariseerd of de bronnen die nodig zijn om deze vragen te beantwoorden beschikbaar zijn en welke knelpunten daarbij bestaan. Aanbevolen wordt om er onder andere (beter) op toe te zien dat data tijdig beschikbaar zijn en dat correcte en nauwkeurige metingen worden uitgevoerd, volgens duidelijke en transparante kwaliteitscriteria. Verder is het belangrijk om te bevorderen dat data kunnen worden gekoppeld en met elkaar kunnen worden vergeleken. Ook is volledige transparantie nodig over welke gegevens er zijn en wie er bij mag. Ontwikkelingen die samenhangend beleid vereisen De overheid moet toezien op de kwaliteit van de zorg en moet hierover informatie verschaffen aan, In order to make the Dutch Public Health Status and Forecasts (VTV) and the Dutch Health Care Performance (Zorgbalans) reports and associated websites, data is required to measure the quality, efficiency and accessibility of health care and to monitor public health. These products are at the base of health policy made by the Ministry of Health, Welfare and Sport (VWS). Research by the National Institute for Health and the Environment (RIVM) shows that the VTV and the Zorgbalans do not always have sufficiently reliable and high quality data at their disposal. To solve this problem, VWS should know who collects what data, why and under what conditions, e.g. funding. At present, this is not always clear. Where possible, VWS should direct the collection of data to improve its availability, accessibility and quality of the sources. Data on public health and health care require permanent direction Data from approximately one hundred sources (registrations, surveys, cohort studies, monitors and scientific research) were used to draw up the VTV and Zorgbalans reports. The aim was to answer questions like: How many people smoke? How is life expectancy developing in the Netherlands? Do people receive the right care, at the right time and is there enough care supply to choose from? On behalf of VWS, the RIVM has made an inventory of whether the data resources needed to answer these questions are available and which problems have been encountered. One of the recommendations made is to ensure that data are available on time, and that proper and accurate measurements are being done, according to clear and transparent quality criteria. Furthermore, it is important to promote the linking and comparison of data. This also requires full transparency about which data is available and to whom. Developments that require coherent policy The government should monitor the quality of health care and share this information with citizens. A coherent information policy, combined with some othe
- Published
- 2012
17. De Doetinchem Cohort Studie 4e ronde 2003-2007 : Onderzoek naar volksgezondheid en veroudering
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PZO, vz, Blokstra A, Picavet HSJ, Verschuren WMM, PZO, vz, Blokstra A, Picavet HSJ, and Verschuren WMM
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RIVM rapport:Vierde ronde Doetinchem Cohort Studie succes door trouwe deelnemers. Het aantal rokers is de afgelopen decennia afgenomen en het aantal mensen met overgewicht toegenomen. Dit blijkt uit de vierde onderzoeksronde van het langdurige gezondheidsonderzoek 'de Doetinchem Cohort Studie' die is uitgevoerd in de periode 2003-2007. De eerste onderzoeksronde van deze studie vond plaats in de periode 1987-1991 bij mannen en vrouwen van 20 tot en met 59 jaar uit Doetinchem en omgeving. Sindsdien is elke vijf jaar gemeten hoe het staat met de leefgewoonten, chronische ziekten en de biologische risicofactoren voor ziekten. Deze gegevens vormen een belangrijke bron voor het huidige en toekomstige RIVM-onderzoek naar volksgezondheid en veroudering. Ook laten gegevens van dit cohort zien dat gezond bewegen geen vast gegeven is: rond de 50% van de deelnemers voldoet aan de Nederlandse Norm Gezond Bewegen, maar dat percentage blijkt niet steeds dezelfde mensen te omvatten. Bijna de helft van de mensen verandert in een periode van tien jaar namelijk van actief naar inactief gedrag, en andersom. Verder blijkt dat rokers een slechtere cognitieve functie hebben dan niet-rokers en bovendien gaat de cognitieve functie sneller achteruit bij rokers. Mensen met diabetes hebben een slechtere cognitieve functie dan mensen zonder diabetes. Deelname aan de vierde ronde van de Doetinchem Cohort Studie betekende: twee vragenlijsten invullen en een lichamelijk onderzoek op de GGD Gelre IJssel ondergaan. Met de vragenlijsten werden gegevens verzameld over leefgewoonten, chronische aandoeningen, de kwaliteit van leven en achtergrondkenmerken zoals beroep en het hebben van kinderen. Voor het lichamelijk onderzoek zijn lengte en gewicht, bloeddruk, longfunctie en het cognitief functioneren gemeten. Ook is bloed afgenomen voor diverse bepalingen, zoals het serum cholesterolgehalte en glucosegehalte. De respons onder de deelnemers blijft onverminderd groot: bijna 80% heeft meegedaan aan de vierde meetronde, The Doetinchem Cohort Study: a continuing success due to dedicated participants. The number of smokers decreased in the last decennia and the number of overweight persons increased. This is shown by the Doetinchem Cohort Study, an ongoing long-lasting population-based health study, for which the 4th measurement round was carried out in 2003-2007. The first measurement round took place in 1987-1991 among men and women aged 20-59 years, living in Doetinchem and surrounding area. Lifestyle and health status - biological risk factors and chronic diseases - are monitored every five years. The data are an important source for research on public health and ageing of the National Institute for Public Health and the Environment. Another result from the Doetinchem Cohort Study is, that physical activity habits are not stable. Being physically active in compliance with recommended levels is found among 50% of the participants but this percentage does not comprise the same people in a period of ten years: almost half of the population changed from active to inactive or vice versa. Results from this cohort study also show that smokers have a worse cognitive function compared to non-smokers and furthermore: the age-related reduction in cognitive function is faster in smokers. Diabetes is also shown to be associated with a reduced cognition. Participation in the fourth round of the Doetinchem Cohort Study consisted of filling out two questionnaires and a physical examination at the regional Public Health Service (GGD Gelre IJssel). Questionnaire-assessed data were life style, chronic diseases, quality of life and general characteristics as profession and living with children. The measurements during the physical exam were: weight, height, blood pressure, lung function tests and cognitive testing. Blood samples were collected for measurement of cholesterol and glucose levels. The response rate of the study is high: almost 80% participated in the fourth round. Such a high response r
- Published
- 2011
18. Meervoudig ongezond gedrag in Nederland: Een exploratie van risicogroepen en samenhang met omgeving, gezondheid en zorggebruik
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PZO, Wendel-Vos GCW, Picavet HSJ, van Gelder BM, Tijhuis MAR, Droomers M, PZO, Wendel-Vos GCW, Picavet HSJ, van Gelder BM, Tijhuis MAR, and Droomers M
- Abstract
RIVM rapport:In dit onderzoek werd bekeken hoe vaak combinaties van roken, excessief alcoholgebruik, te weinig bewegen en ongezond eten voorkomen in de Nederlandse bevolking. Vooral rokers blijken er een tweede ongezonde leefgewoonte op na te houden. Combinaties met roken komen vaker voor dan de percentages van de twee afzonderlijke gedragingen doen vermoeden. De combinatie van twee ongezonde gedragingen komt echter niet vaker voor in bepaalde bevolkingsgroepen of bij mensen met een betere of slechtere gezondheidstoestand. Ook blijkt het voorkomen van combinaties van ongezonde gedragingen onafhankelijk te zijn van factoren uit de sociale en fysieke leefomgeving van de persoon, zoals gezinssamenstelling en mate van verstedelijking. De combinatie van twee ongezonde gedragingen geeft wel een grotere kans op vroegtijdig overlijden dan de risicoberekening hierover voor het afzonderlijke gedrag, maar deze is niet excessief groter. Mensen die twee ongezonde gedragingen combineren maken niet meer gebruik van de gezondheidszorg dan mensen met enkelvoudig ongezond gedrag., This study explored the prevalence of combinations of smoking, excessive alcohol consumption, physical inactivity and an unhealthy diet in the Netherlands. Especially smokers often showed unhealthy behaviour concerning at least one other lifestyle factor. Combinations with smoking occur more frequently than can be expected based on the prevalence of the individual behaviours. Generally, this was true independent of demographic characteristics of the population, health status and factors from the social and physical environment such as the number of people in one family and degree of urbanisation. A combination of unhealthy behaviours was associated with a higher mortality risk. However, this risk was not high enough for clustering of mortality risk to be present. Overall, no association was found between the combination of two unhealthy behaviours and health care use.
- Published
- 2008
19. Vergrijzing en toekomstige ziektelast. Prognose chronische ziektenprevalentie 2005-2025
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Blokstra A, Verschuren WMM, PZO, Baan CA, Boshuizen HC, Feenstra TL, Hoogenveen RT, Picavet HSJ, Smit HA, Wijga AH, Blokstra A, Verschuren WMM, PZO, Baan CA, Boshuizen HC, Feenstra TL, Hoogenveen RT, Picavet HSJ, Smit HA, and Wijga AH
- Abstract
RIVM rapport:Due to ageing and growth of the population, the number of persons with a chronic disease will increase in the next twenty years, with the largest increase expected in the number of persons with diabetes and osteoporosis. In the next twenty years, 300,000 additional cases of diabetes are expected, with a further 100,000 cases of diabetes expected if the increase in the prevalence of obesity continues at the present rate. 350,000 additional cases of osteoporosis are expected in the next twenty years. In the past decades, smoking has declined in men, while it has increased in women, resulting in future patterns of smoking-related diseases (COPD and lung cancer) that are different for men and women: a smaller increase in men, and a larger increase in women than expected on the basis of demographic changes alone. These are some of the results drawn from projections of the chronic disease burden for 2005 up to 2025. Projections - for cardiovascular diseases (myocardial infarction, stroke and heart failure), diabetes mellitus, cancer (lung, colon, breast), asthma, COPD and osteoporosis - were made for anticipating future health-care needs and costs. Different methods employed here were: simple demographic projections, using present age-specific prevalence combined with future population numbers; projections using the Chronic Diseases Model, in which trends in diseases observed in the past are taken into account, and projections using the Chronic Diseases Model in which also future trends in obesity and smoking are taken into account., Door de groei en vergrijzing van de Nederlandse bevolking zal het aantal chronisch zieken de komende twintig jaar sterk toenemen. Vooral het aantal diabeten en mensen met botontkalking (osteoporose) zal stijgen. Naar schatting is het aantal diabeten over twintig jaar met 300.000 toegenomen. Als de huidige toename van het aantal mensen met overgewicht doorzet, zal het aantal diabeten in die periode met 100.000 patienten extra toenemen. Ook wordt een sterke toename verwacht van het aantal mensen met osteoporose met ongeveer 350.000 personen. De stijging van aan roken gerelateerde ziekten (COPD en longkanker) zal naar verwachting bij vrouwen groter zijn dan op grond van de demografische toename wordt verwacht, en kleiner bij mannen. Dat komt doordat vrouwen de afgelopen decennia meer zijn gaan roken en mannen juist minder. Dit zijn enkele prognoses voor het aantal chronisch zieken tussen 2005 en 2025. Deze prognoses geven meer inzicht in de mate waarin het aantal zieken zal stijgen. Die kennis is van belang om te kunnen anticiperen op de toekomstige vraag naar zorg, en de daarmee gepaard gaande kosten. De prognoses zijn op drie manieren berekend, afhankelijk van de beschikbare informatie. Ten eerste is alleen uitgegaan van de veranderende omvang van de bevolking en de vergrijzing. Vervolgens zijn berekeningen met het Chronische Ziekten Model (CZM), een wiskundig simulatiemodel, uitgevoerd. In deze berekeningen zijn, behalve gegevens over groei en vergrijzing, trends in het aantal patienten met de onderzochte ziekten verdisconteerd. Ten slotte is, ook met het CZM, berekend wat de invloed is van toekomstige ontwikkelingen van overgewicht en roken. De in dit rapport besproken ziekten zijn: hart- en vaatziekten (hartinfarct, beroerte, hartfalen), diabetes, kanker (long-, borst-, en dikke darmkanker), astma, COPD en osteoporose.
- Published
- 2007
20. Een multimedia campagne gericht op de preventie van lage rugpijn: de potentiele gezondheidswinst
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PZO, Picavet HSJ, PZO, and Picavet HSJ
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RIVM rapport:Een op de vijf mensen heeft chronische rugklachten, een op de tien consulteert jaarlijks de huisarts vanwege lage rugklachten, en lage rugklachten veroorzaken veel ziekteverzuim en arbeidsongeschiktheid. Alle reden om de mogelijkheden voor preventie na te gaan.In 1997-1999 is in Australie een succesvolle multimedia campagne gericht op de preventie van lage rugpijn uitgevoerd. In opdracht van het ministerie van VWS is nagegaan wat de opbrengst zou kunnen zijn indien we in Nederland een dergelijke multimedia publiekscampagne gericht op lage rugpijn zouden uitvoeren.Voor deze schattingen zijn gegevens over effecten van een campagne (uit het buitenland) en de omvang van de gezondheidsproblematiek van lage rugpijn (in Nederland) gecombineerd.Effecten zijn gekwantificeerd voor de omvang van lage rugpijn, de omvang van het zorggebruik, het ziekteverzuim en de arbeidsongeschiktheid.De effecten kunnen als volgt worden samengevat:-het 'de-medicaliseren' van een public health probleem-het verbeteren van de implementatie van richtlijnen in de medische praktijk-het verminderen van de lastendruk op huisarts en specialist-het mensen beter in staat stellen met pijnklachten om te gaan (empowerment)-het verminderen van verzuim en arbeidsongeschiktheid.Indien de effecten van de Australische campagne worden vertaald naar Nederland dan is naar schatting 5% van chronische rugpijn episoden, 25% van de kosten van de gezondheidszorg ten gevolg van lage rugklachten, 15% van de verzuimdagen ten gevolge van rugklachten en 15% van de nieuwe arbeidsongeschiktheidsuitkeringen te voorkomen.Als de potentiele effecten uitgedrukt worden in geld, zou een kostenreductie kunnen worden verwacht van ruim 200 miljoen Euro in het derde jaar na de start van zo'n campagne. Daarbij is zoveel mogelijk uitgegaan van de situatie in het jaar 2000. Deze schatting geeft een indruk van de potentieel grote impact van een preventiecampagne, maar dient als feitelijk cijfer met voorzichtigheid geinterpreteerd te worden, Gaining insight into potential public health effects of prevention programmes is one way to aid public policy decisions on these programmes. These public health effects may include reduction in such items as occurrence of health problems, the use of health services, and absenteeism due to illness and disability, as well as the costs accompanying these problems The potential health benefits were estimated on the request of the Dutch Ministry of Health for carrying out a multimedia campaign for the prevention of (chronic) low back pain in the Netherlands. Such a campaign has been carried out in Australia and Scotland, and is currently underway in Norway. This estimation was based on the benefits of the Australian project and the public health impact of low back pain in the Netherlands as estimated for the year 2000. The potential effects could include substantial reductions in the occurrence of chronic low-back pain, in the use of health services in the Netherlands, and in sick leave and disability due to low-back pain. Crude estimation of profits yields sums of more than 200 million Euro in the third year after the start of the campaign. This figure should be interpreted with great care due to many uncertainties surrounding the estimates. However, an investment in an intensive public multimedia campaign (called PO Box 51) costing a few million euro will already be cost-effective with even a limited realisation of estimated profits.
- Published
- 2004
21. Overweight and health problems of the lower extremities: osteoarthritis, pain and disability
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Tukker, A, primary, Visscher, TLS, additional, and Picavet, HSJ, additional
- Published
- 2008
- Full Text
- View/download PDF
22. Klachten van het bewegingsapparaat in de Nederlandse bevolking, prevalenties, consequenties en risicogroepen
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Centraal Bureau voor de Statistiek CBS, Universiteit van Maastricht, Capaciteitsgroep Epidemiologie, CZE, Picavet HSJ, Gils HWV van, Schouten JSAG, Centraal Bureau voor de Statistiek CBS, Universiteit van Maastricht, Capaciteitsgroep Epidemiologie, CZE, Picavet HSJ, Gils HWV van, and Schouten JSAG
- Abstract
RIVM rapport:Musculoskeletal complaints represent a big public health problem however data on the total population are scarce.Using cross-sectional data from a national population-based study on persons of 25 years and olderw we give estimates on prevalences of different musculoskeletal complaints, their consequences and risk groups in the Dutch population.The period prevalence (12 months) and point prevalence (Pp) of pain complaints of ten different anatomical sites were assessed in five groups: 1. neck, shoulder or higher part of the back, 2. elbow or wrist/hand, 3. lower part of the back, 4. hip or knee, 5. ankle and foot. Additional data included demographics, characteristics of the complaints (duration, severity, course) and consequences (perceived health, (work) disability, use of health care services). Data were weighted to present data on the Dutch population aged 25 years and over.The top 3 of self-reported musculoskeletal complaints was: 1. low back pain, Pp=26.9%, 2. shoulder pain, Pp=20.9% 3. neck pain, Pp=20.6%. In most cases the pain was described as continuous or repetitive, non-severe pain. In every 3 out of 10 cases the pain complaints were accompanied with limitation in daily life. Between 33% and 42% of those with complaints consulted their general physician for their pain. With exception of those who are work disabled, general socio-demographic characteristics cannot be used to identify high risk groups. Musculoskeletal pain is common among every subgroup in the population and varies from a non-severe pain complaint to a severe health problem with consequences for work and use of health care., Klachten van het bewegingsapparaat vormen een belangrijk volksgezondheidsprobleem maar geschikte gegevensbronnen betreffende de Nederlandse bevolking zijn schaars. Op basis van de landelijke studie naar klachten en aandoeningen van het bewegingsapparaat (de KAB-studie) is een analyse gemaakt van prevalenties, consequenties en risicogroepen van pijnklachten van het bewegingsapparaat in de bevolking. De KAB-studie is een postenquete onderzoek bij een aselecte steekproef uit de Nederlandse bevolking van 25 jaar en ouder, uitgevoerd door het RIVM in samenwerking met het CBS. Er zijn 10 klachtlocaties onderscheiden in vijf groepen; 1. nek, schouders of hoog in de rug, 2. elleboog of pols/hand, 3. lage rug, 4. heup of knie, 5. enkel of voet . Naast de periode-prevalentie (12 maanden) en de punt prevalentie (Pp) zijn diverse kenmerken(duur, ernst, beloop) en consequenties (voor gezondheid, zorg en werk) van de klachten vastgelegd. De zelf-gerapporteerde prevalentie van pijnklachten is zeer hoog. De top drie van klachten is: 1. lage rug (Pp=26,9%) 2. schouders (Pp=20,9%), 3. nek. (Pp=20,6%) Bij vrouwen is de prevalentie hoger dan bij mannen. De meeste klachten komen op alle leeftijden veel voor, maar de pijnklachten van knie en heup nemen duidelijk toe met de leeftijd. In de meeste gevallen is de klacht voortdurend of regelmatig aanwezig en gekarakteriseerd als 'lichte/zeurende pijn'. In 3 van de 10 gevallen gaan de klachten gepaard met verhindering in de uitvoering van de normale bezigheden. Het beroep op de gezondheidszorg is hoog en ziekteverzuim wordt vaak gemeld. Op basis van algemene sociaal-demografische kenmerken zijn geen duidelijke risicogroepen te onderscheiden behalve de groep die arbeidsongeschikt is.
- Published
- 2000
23. Klachten van het bewegingsapparaat in de Nederlandse bevolking, prevalenties, consequenties en risicogroepen
- Author
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CZE, Picavet HSJ, van Gils HWV, Schouten JSAG, CZE, Picavet HSJ, van Gils HWV, and Schouten JSAG
- Abstract
RIVM rapport:Klachten van het bewegingsapparaat vormen een belangrijk volksgezondheidsprobleem maar geschikte gegevensbronnen betreffende de Nederlandse bevolking zijn schaars. Op basis van de landelijke studie naar klachten en aandoeningen van het bewegingsapparaat (de KAB-studie) is een analyse gemaakt van prevalenties, consequenties en risicogroepen van pijnklachten van het bewegingsapparaat in de bevolking. De KAB-studie is een postenquete onderzoek bij een aselecte steekproef uit de Nederlandse bevolking van 25 jaar en ouder, uitgevoerd door het RIVM in samenwerking met het CBS. Er zijn 10 klachtlocaties onderscheiden in vijf groepen; 1. nek, schouders of hoog in de rug, 2. elleboog of pols/hand, 3. lage rug, 4. heup of knie, 5. enkel of voet . Naast de periode-prevalentie (12 maanden) en de punt prevalentie (Pp) zijn diverse kenmerken(duur, ernst, beloop) en consequenties (voor gezondheid, zorg en werk) van de klachten vastgelegd. De zelf-gerapporteerde prevalentie van pijnklachten is zeer hoog. De top drie van klachten is: 1. lage rug (Pp=26,9%) 2. schouders (Pp=20,9%), 3. nek. (Pp=20,6%) Bij vrouwen is de prevalentie hoger dan bij mannen. De meeste klachten komen op alle leeftijden veel voor, maar de pijnklachten van knie en heup nemen duidelijk toe met de leeftijd. In de meeste gevallen is de klacht voortdurend of regelmatig aanwezig en gekarakteriseerd als 'lichte/zeurende pijn'. In 3 van de 10 gevallen gaan de klachten gepaard met verhindering in de uitvoering van de normale bezigheden. Het beroep op de gezondheidszorg is hoog en ziekteverzuim wordt vaak gemeld. Op basis van algemene sociaal-demografische kenmerken zijn geen duidelijke risicogroepen te onderscheiden behalve de groep die arbeidsongeschikt is., Musculoskeletal complaints represent a big public health problem however data on the total population are scarce.Using cross-sectional data from a national population-based study on persons of 25 years and olderw we give estimates on prevalences of different musculoskeletal complaints, their consequences and risk groups in the Dutch population.The period prevalence (12 months) and point prevalence (Pp) of pain complaints of ten different anatomical sites were assessed in five groups: 1. neck, shoulder or higher part of the back, 2. elbow or wrist/hand, 3. lower part of the back, 4. hip or knee, 5. ankle and foot. Additional data included demographics, characteristics of the complaints (duration, severity, course) and consequences (perceived health, (work) disability, use of health care services). Data were weighted to present data on the Dutch population aged 25 years and over.The top 3 of self-reported musculoskeletal complaints was: 1. low back pain, Pp=26.9%, 2. shoulder pain, Pp=20.9% 3. neck pain, Pp=20.6%. In most cases the pain was described as continuous or repetitive, non-severe pain. In every 3 out of 10 cases the pain complaints were accompanied with limitation in daily life. Between 33% and 42% of those with complaints consulted their general physician for their pain. With exception of those who are work disabled, general socio-demographic characteristics cannot be used to identify high risk groups. Musculoskeletal pain is common among every subgroup in the population and varies from a non-severe pain complaint to a severe health problem with consequences for work and use of health care.
- Published
- 2000
24. Physical disability in The Netherlands
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Picavet, HSJ, primary and Hoeymans, N, additional
- Published
- 2002
- Full Text
- View/download PDF
25. Prevalenties en consequenties van lage rugklachten in het MORGEN-project 1993-1995
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CCM, Picavet HSJ, Schouten JSAG, Smit HS, CCM, Picavet HSJ, Schouten JSAG, and Smit HS
- Abstract
RIVM rapport:De prevalentie van lage rugklachten in de algemene bevolking is in kaart gebracht. Er wordt aandacht besteed aan de verschillende kenmerken van de klacht, aan de consequenties van lage rugklachten en aan de risicogroepen voor zowel de prevalenties als consequenties van lage rugklachten. De populatie betreft een voor leeftijd gestratificeerde aselecte steekproef van mannen en vrouwen in de leeftijd van 20-59 jaar uit Amsterdam, Doetinchem en Maastricht. De gegevens zijn verzameld in de jaren 1993-1995 en betreffen 13.927 personen. Na de selectievraag 'Heeft u de afgelopen 12 maanden last (pijn, ongemak) gehad onder in de rug?' is via een aanvullende vragenlijst uitgebreide informatie over kenmerken en consequenties van de rugklachten verzameld. Bijna de helft van de populatie (49%) rapporteert lage rugklachten, ruim eenvijfde zelfs klachten die langer dan drie maanden duren of vrijwel altijd aanwezig zijn. De consequenties van lage rugklachten zijn: verhindering van de normale bezigheden (28%), medische behandeling (42%), werkverzuim (23%), (gedeeltelijk) afgekeurd (8%) en verandering of aanpassing van werk (11%). Van de personen met lage rugklachten beoordeelt 11% de gezondheid matig tot slecht, tegenover 4,4% van degenen zonder lage rugklachten. Risicogroepen voor hoge prevalenties van lage rugklachten en de consequenties ervan zijn onder meer personen van middelbare leeftijd, personen met lage sociaal-economische status (op basis van opleiding) en huisvrouwen/-mannen. Het MORGEN-project levert de eerste uitgebreide gegevens over het voorkomen van lage rugklachten in de bevolking sinds de EPOZ-studie uit 1975-1978. Lage rugklachten vertegenwoordigen een groot volksgezondheidsprobleem, niet alleen in termen van de omvang van de prevalenties maar eveneens in termen van de omvang van de consequenties., This report presents the prevalences of low back problems among a random sample of the general population aged 20-59 living in three towns in different regions in the Netherlands (Amsterdam, Doetinchem and Maastricht). The description includes different characteristics of the low back problems, its consequences and the high risk groups. Almost half of the population reports low back problems during the last 12 months and chronic low back problems are reported by one-fifth. Low back problems form a considerable public health problem, not only because of the high prevalences but also because of the major consequences in terms of disabilities, use of health services and work absenteeism.
- Published
- 1996
26. Prevalence of musculoskeletal disorders is systematically higher in women than in men.
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Wijnhoven HAH, de Vet HCW, and Picavet HSJ
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- 2006
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27. Hormonal and reproductive factors are associated with chronic low back pain and chronic upper extremity pain in women -- the MORGEN study.
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Wijnhoven HA, de Vet HC, Smit HA, and Picavet HSJ
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- 2006
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28. Duration and intensity of physical activity and disability among European elderly men.
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van den Brink CL, Picavet HSJ, van den Bos GAM, Giampaoli S, Nissinen A, and Kromhout D
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Purpose. To investigate the relationship between duration and intensity of physical activity and disability 10 years later, and to investigate the possible effect of selective mortality.Method. Longitudinal data of 560 men aged 70-89 years, without disability at baseline from the Finland, Italy and The Netherlands Elderly (FINE) Study was used. Physical activity in 1990 was based on activities like walking, bicycling and gardening. Disability severity (three categories) in 1990 and 2000 was based on instrumental activities, mobility and basic activities of daily living.Results. Men in the highest tertile of total physical activity had a lower risk of disability than men in the lowest tertile (odds ratio (OR) 0.46; 95% confidence interval (CI): 0.26-0.84). This was due to duration of physical activity (OR highest tertile 0.42; 95% CI: 0.23-0.78 compared to the lowest tertile). Intensity of physical activity was not associated with disability. Addition of deceased men as fourth category leaded to weaker associations between physical activity and disability (OR highest tertile 0.67; 95% CI: 0.44-1.02).Conclusions. Even in old age among relatively healthy men, a physically active lifestyle was inversely related to disability. To prevent disability duration of physical activity seems to be more important than intensity. [ABSTRACT FROM AUTHOR]
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- 2005
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29. Cardiovascular risk factors and migraine: the GEM population-based study.
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Scher AI, Terwindt GM, Picavet HSJ, Verschuren WMM, Ferrari MD, and Launer LJ
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- 2005
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30. National health surveys by mail or home interview: effects on response.
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Picavet HSJ
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STUDY OBJECTIVE: To study the effect of using a mail questionnaire or home interviews on the size and the selectivity of response to national health surveys. DESIGN: The interview survey and the mail survey were both carried out in the same country (the Netherlands) using the same sample frame, the same study period (1998) and collected partly the same data on demographic, socioeconomic and health characteristics. SETTING: The Netherlands. PARTICIPANTS: Dutch non-institutionalised inhabitants aged 25 years and over. MAIN RESULTS: Response to the mail survey was lower (46.9%, n=3664) than to the interview survey (58.5%, n=6061). The mail survey gave higher response rates for women and lower response rates for persons with lower levels of education. Respondents to the mail survey reported lower rates of smoking but a slightly worse health status and higher figures on the use of health care services. No differences by method of data collection were found for age, marital status, region, household composition, work status and categories of body mass index. CONCLUSION: Although the response of the mail survey was lower than the home interview survey, respondents showed generally small differences, with exception of level of education. [ABSTRACT FROM AUTHOR]
- Published
- 2001
31. The impact of migraine on quality of life in the general population: the GEM study.
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Terwindt GM, Ferrari MD, Tijhuis M, Groenen SMA, Picavet HSJ, Launer LJ, Terwindt, G M, Ferrari, M D, Tijhuis, M, Groenen, S M, Picavet, H S, and Launer, L J
- Published
- 2000
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32. Survey non-response in the Netherlands: effects on prevalence estimates and associations.
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Van Loon AJM, Tijhuis M, Picavet HSJ, Surtees PG, Ormel J, Van Loon, A Jeanne M, Tijhuis, Marja, Picavet, H Susan J, Surtees, Paul G, and Ormel, Johan
- Abstract
Purpose: Differences in respondent characteristics may lead to bias in prevalence estimates and bias in associations. Both forms of non-response bias are investigated in a study on psychosocial factors and cancer risk, which is a sub-study of a large-scale monitoring survey in the Netherlands.Methods: Respondents of a cross-sectional monitoring project (MORGEN; N = 22,769) were also asked to participate in a prospective study on psychosocial factors and cancer risk (HLEQ; N = 12,097). To investigate diverse aspects of non-response in the HLEQ on prevalence estimates and associations are studied, based on information gathered in the MORGEN-project.Results: A response percentage of 45% was obtained in the MORGEN-project. Response rates were found to be lower among men and younger people. The HLEQ showed a response percentage of 56%, and respondents reported higher socioeconomic status, better subjective health and healthier lifestyle behaviors than non-respondents. However, associations between smoking status and either socioeconomic status or subjective health based on respondents only were not statistically different from those based on the entire MORGEN-population.Conclusion: Non-response leads to bias in prevalence estimates of current smoking, current alcohol intake, and low physical activity or poor subjective health. However, non-response did not cause bias in the examined associations. [ABSTRACT FROM AUTHOR]- Published
- 2003
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33. Exploring the association of metabolic factors and chronic musculoskeletal pain over a period of 10 years - the Doetinchem Cohort Study.
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Meert L, Picavet HSJ, Vervullens S, Meeus M, Van Kuijk SMJ, Verschuren WMM, and Smeets RJEM
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- Humans, Middle Aged, Female, Male, Adult, Aged, Longitudinal Studies, Blood Pressure, Cohort Studies, Risk Factors, Sex Factors, Cystatin C blood, Logistic Models, Musculoskeletal Pain, Chronic Pain, Body Mass Index
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Objective: To examine (a) the association between metabolic factors and chronic musculoskeletal pain (CMP), (b) metabolic predictors of CMP 10 years later, and (c) the association and evolution of metabolic factors across different CMP trajectory groups., Design: Data from the longitudinal Doetinchem Cohort Study were used. We used round 4 (2003-2007), with 4519 participants aged 36-75 years, as the baseline for the present study, with follow-up measurements in round 5 (2008-2012), and 6 (2013-2017), including self-reported pain and metabolic factors, which were measured either via self-report or physical assessment. For the three research aims, (a) generalized linear mixed-effects models, (b) binary logistic regression analyses and (c) linear mixed-effects models were used., Results: (a) Female sex, higher age, presence of diabetes, higher BMI, lower diastolic blood pressure (BP), and elevated cystatin C were significantly associated with CMP in multivariable logistic analyses. (b) Female sex and elevated BMI were predictors of CMP 10 years later. (c) Those pain-free for 10 years had the lowest BMI levels compared to other CMP groups (development, recovery, persistent, and recurrent CMP). BMI was higher in the persistent CMP group than in the development and recovery groups. The pain-free group had higher diastolic BP compared to those in the persistent CMP group. Participants in the persistent CMP group had higher Cystatin C levels than the free, development and recovery CMP groups. Regarding the evolution of metabolic factors over time, BMI, glucose and diastolic BP evolved differently across the CMP trajectory groups., Conclusion: Our findings indicate the importance of metabolic factors, especially BMI, in the onset and progression of CMP. These findings underscore the need to consider metabolic health in the prevention and treatment of CMP. Key Points • Metabolic factors are associated with the presence of chronic musculoskeletal pain. • Female sex and elevated BMI are predictive of musculoskeletal pain (MP) 10 years later. • Metabolic factors evolve differently over time across different pain trajectory groups, with variations in BMI, glucose, and diastolic blood pressure., Competing Interests: Declarations. Conflict of interest: The authors declare that they have no conflict of interest., (© 2024. The Author(s), under exclusive licence to International League of Associations for Rheumatology (ILAR).)
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- 2025
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34. Advanced glycation end-products and metabolomics are independently associated with frailty: the longitudinal Doetinchem Cohort Study.
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Kuiper LM, Picavet HSJ, Rietman ML, Dollé MET, and Verschuren WMM
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Skin autofluorescence (SAF), reflecting advanced glycation end-products' accumulation in tissue, has been proposed as a non-invasive aging biomarker. Yet, SAF has not been compared to well-established blood-based aging biomarkers such as MetaboHealth in association with frailty. Furthermore, no previous study determined the longitudinal association of SAF with frailty. We used 2382 Doetinchem Cohort Study participants' (aged 46.0 to 85.4) cross-sectional data, of whom 1654 had longitudinal SAF measurements. SAF was measured using the AGE reader™. MetaboHealth was calculated on 1H-NMR-metabolomics. Linear regressions were used for the associations of SAF and MetaboHealth on the 36-deficit frailty index and logistic regressions for being pre-frail or frail as determined by the frailty phenotype. Longitudinal associations were determined by an interaction term between age and SAF in a linear mixed model. SAF and MetaboHealth were associated with higher odds of pre-frailty (odd ratios per standard deviation SAF: 1.21(1.10;1.32), MetaboHealth: 1.35(1.24;1.49)) and frailty (SAF: 1.70(1.41;2.06), MetaboHealth: 1.90(1.57;2.32)). When mutually adjusted, both aging biomarkers remained associated with pre-frailty (SAF: 1.16(1.05;1.27), MetaboHealth 1.33(1.21;1.46)) and frailty (SAF: 1.52(1.25;1.85), MetaboHealth: 1.75(1.43;2.14)). Additionally, SAF and MetaboHealth were associated with higher frailty index scores (percentage increase per standard deviation SAF:1.35(1.00;1.70), MetaboHealth: 1.87(1.54;2.20)), also after mutual adjustment (SAF: 1.02(0.68;1.37), MetaboHealth: 1.69(1.35;2.02)). SAF was also longitudinally associated with the frailty index (percentage per unit/year increase 0.12(0.07;0.16)). The mutual independence of SAF and MetaboHealth implies they capture distinct aspects of the aging process. Altogether, these findings emphasize SAF's clinical potential as an age-related decline biomarker, which could be further enhanced when combined with MetaboHealth., (© The Author(s) 2024. Published by Oxford University Press on behalf of The Gerontological Society of America.)
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- 2024
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35. Association between metabolomics-based biomarker scores and 10-year cognitive decline in men and women. The Doetinchem Cohort Study.
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Smit AP, Herber GM, Kuiper LM, Rietman ML, Wesenhagen KEJ, Picavet HSJ, Slagboom PE, and Verschuren WMM
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- Humans, Male, Female, Middle Aged, Aged, Sex Factors, Age Factors, Netherlands epidemiology, Cognitive Aging psychology, Time Factors, Aging psychology, Risk Factors, Longitudinal Studies, Metabolomics methods, Biomarkers blood, Cognitive Dysfunction diagnosis, Cognitive Dysfunction psychology, Cognitive Dysfunction epidemiology, Cognition
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Background: Metabolomic scores based on age (MetaboAge) and mortality (MetaboHealth) are considered indicators of overall health, but their association with cognition in the general population is unknown. Therefore, the association between MetaboAge/MetaboHealth and level and decline in cognition was studied, as were differences between men and women., Methods: Data of 2821 participants (50% women, age range 45-75) from the Doetinchem Cohort Study was used. MetaboAge and MetaboHealth were calculated from 1H-NMR metabolomics data at baseline. Cognitive domain scores (memory, flexibility and processing speed) and global cognitive functioning were available over a 10-year period. The association between MetaboAge/MetaboHealth and level of cognitive functioning was studied using linear regressions while for the association between MetaboAge/MetaboHealth and cognitive decline longitudinal linear mixed models were used. Analyses were adjusted for demographics and lifestyle factors., Results: Higher MetaboAge, indicating poorer metabolomic ageing, was only associated with lower levels of processing speed in men. Higher MetaboHealth, indicating poorer immune-metabolic health, was associated with lower levels of cognitive functioning for all three domains and global cognitive functioning in both men and women. Only in men, MetaboHealth was also associated with 10-year decline in flexibility, processing speed and global cognition. Metabolites that contributed to the observed associations were in men mainly markers of protein metabolism, and in women mainly markers of lipid metabolism and inflammatory metabolites., Conclusions: MetaboHealth, not MetaboAge, was associated with cognitive functioning independent of conventional risk factors. Individual metabolites affect cognitive functioning differently in men and women, suggesting sex-specific pathophysiological pathways underlying cognitive functioning., (© The Author(s) 2024. Published by Oxford University Press on behalf of the British Geriatrics Society.)
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- 2024
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36. The association of overweight, obesity, and long-term obesity with SARS-CoV-2 infection: a meta-analysis of 9 population-based cohorts from the Netherlands Cohorts Consortium.
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Loef B, Boer JMA, Beekman M, Campman SL, Hoogendijk EO, Huider F, Pagen DME, Splinter MJ, van der Velde JHPM, Boomsma DI, Dagnelie PC, van Dongen J, de Geus EJC, Huisman M, Ikram MA, Koster A, Licher S, Mierau JO, de Mutsert R, Picavet HSJ, Rosendaal FR, Schram MT, Slagboom PE, van der Spoel E, Stronks K, Verschuren WMM, and van den Berg SW
- Abstract
Background: Obesity may affect an individual's immune response and subsequent risk of infection, such as a SARS-CoV-2 infection. It is less clear whether overweight and long-term obesity also constitute risk factors. We investigated the association between the degree and duration of overweight and obesity and SARS-CoV-2 infection., Methods: We analyzed data from nine prospective population-based cohorts of the Netherlands Cohorts Consortium, with a total of 99,570 participants, following a standardized procedure. Body mass index (BMI) and waist circumference (WC) were assessed two times before the pandemic, with approximately 5 years between measurements. SARS-CoV-2 infection was defined by self-report as a positive PCR or rapid-antigen test or as COVID-19 ascertained by a physician between March 2020 and January 2023. For three cohorts, information on SARS-CoV-2 infection by serology was available. Results were pooled using random-effects meta-analyses and adjusted for age, sex, educational level, and number of SARS-CoV-2 infection measurements., Results: Individuals with overweight (25 ≤ BMI < 30 kg/m
2 ) (odds ratio (OR) = 1.08, 95%-confidence interval (CI) 1.04-1.13) or obesity (BMI ≥ 30 kg/m2 ) (OR = 1.43, 95%-CI 1.18-1.75) were more likely to report SARS-CoV-2 infection than individuals with a healthy body weight. We observed comparable ORs for abdominal overweight (men: 94 cm≤WC < 102 cm, women: 80 cm≤WC < 88 cm) (OR = 1.09, 95%-CI 1.04-1.14, I2 = 0%) and abdominal obesity (men: WC ≥ 102 cm, women: WC ≥ 88 cm) (OR = 1.24, 95%-CI 0.999-1.55, I2 = 57%). Individuals with obesity long before the pandemic, but with a healthy body weight or overweight just before the pandemic, were not at increased risk., Conclusion: Overweight and obesity were associated with increased risk of SARS-CoV-2 infection with stronger associations for obesity. Individuals with a healthier weight prior to the pandemic but previous obesity did not have an increased risk of SARS-CoV-2, suggesting that weight loss in those with obesity reduces infection risk. These results underline the importance of obesity prevention and weight management for public health., (© 2024. The Author(s).)- Published
- 2024
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37. Health characteristics associated with persistence of SARS-CoV-2 antibody responses after repeated vaccinations in older persons over time: the Doetinchem cohort study.
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Kuijpers Y, Kaczorowska J, Picavet HSJ, de Zeeuw-Brouwer ML, Kuijer M, Slits I, Gijsbers E, Rutkens R, de Rond L, Verschuren WMM, and Buisman AM
- Abstract
Background: Older persons elicit heterogeneous antibody responses to vaccinations that generally are lower than those in younger, healthier individuals. As older age and certain comorbidities can influence these responses we aimed to identify health-related variables associated with antibody responses after repeated SARS-CoV-2 vaccinations and their persistence thereafter in SARS-CoV-2 infection-naïve and previously infected older persons., Method: In a large longitudinal study of older persons of the general population 50 years and over, a sub-cohort of the longitudinal Doetinchem cohort study (n = 1374), we measured IgG antibody concentrations in serum to SARS-CoV-2 Spike protein (S1) and Nucleoprotein (N). Samples were taken following primary vaccination with BNT162b2 or AZD1222, pre- and post-vaccination with a third and fourth BNT162b2 or mRNA-1273 (Wuhan), and up to a year after a fifth BNT162b2 bivalent (Wuhan/Omicron BA.1) vaccine. Associations between persistence of antibody concentrations over time and age, sex, health characteristics including cardiometabolic and inflammatory diseases as well as a frailty index were tested using univariable and multivariable models., Results: The booster doses substantially increased anti-SARS-CoV-2 Spike S1 (S1) antibody concentrations in older persons against both the Wuhan and Omicron strains. Older age was associated with decreased antibody persistence both after the primary vaccination series and up to 1 year after the fifth vaccine dose. In infection-naïve persons the presence of inflammatory diseases was associated with an increased antibody response to the third vaccine dose (Beta = 1.53) but was also associated with reduced persistence over the 12 months following the fifth (bivalent) vaccine dose (Beta = -1.7). The presence of cardiometabolic disease was associated with reduced antibody persistence following the primary vaccination series (Beta = -1.11), but this was no longer observed after bivalent vaccination., Conclusion: Although older persons with comorbidities such as inflammatory and cardiometabolic diseases responded well to SARS-CoV-2 booster vaccinations, they showed a reduced persistence of these responses. This might indicate that especially these more vulnerable older persons could benefit from repeated booster vaccinations., (© 2024. The Author(s).)
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- 2024
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38. Lifestyle factors and metabolomic aging biomarkers: Meta-analysis of cross-sectional and longitudinal associations in three prospective cohorts.
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Kuiper LM, Smit AP, Bizzarri D, van den Akker EB, Reinders MJT, Ghanbari M, van Rooij JGJ, Voortman T, Rivadeneira F, Dollé MET, Herber GCM, Rietman ML, Picavet HSJ, van Meurs JBJ, and Verschuren WMM
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- Humans, Male, Female, Middle Aged, Cross-Sectional Studies, Longitudinal Studies, Prospective Studies, Metabolomics methods, Aged, Exercise physiology, Life Style, Biomarkers blood, Biomarkers metabolism, Aging metabolism, Aging physiology
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Biological age uses biophysiological information to capture a person's age-related risk of adverse outcomes. MetaboAge and MetaboHealth are metabolomics-based biomarkers of biological age trained on chronological age and mortality risk, respectively. Lifestyle factors contribute to the extent chronological and biological age differ. The association of lifestyle factors with MetaboAge and MetaboHealth, potential sex differences in these associations, and MetaboAge's and MetaboHealth's sensitivity to lifestyle changes have not been studied yet. Linear regression analyses and mixed-effect models were used to examine the cross-sectional and longitudinal associations of scaled lifestyle factors with scaled MetaboAge and MetaboHealth in 24,332 middle-aged participants from the Doetinchem Cohort Study, Rotterdam Study, and UK Biobank. Random-effect meta-analyses were performed across cohorts. Repeated metabolomics measurements had a ten-year interval in the Doetinchem Cohort Study and a five-year interval in the UK Biobank. In the first study incorporating longitudinal information on MetaboAge and MetaboHealth, we demonstrate associations between current smoking, sleeping ≥8 hours/day, higher BMI, and larger waist circumference were associated with higher MetaboHealth, the latter two also with higher MetaboAge. Furthermore, adhering to the dietary and physical activity guidelines were inversely associated with MetaboHealth. Lastly, we observed sex differences in the associations between alcohol use and MetaboHealth., Competing Interests: Declaration of Competing Interest The authors declare that they have no competing interests., (Copyright © 2024. Published by Elsevier B.V.)
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- 2024
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39. A Model of Individual BMI Trajectories.
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Bogaardt L, van Giessen A, Picavet HSJ, and Boshuizen HC
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- Humans, Body Mass Index, Cross-Sectional Studies, Longitudinal Studies, Obesity epidemiology, Obesity etiology, Overweight complications, Overweight epidemiology
- Abstract
A risk factor model of body mass index (BMI) is an important building block of health simulations aimed at estimating government policy effects with regard to overweight and obesity. We created a model that generates representative population level distributions and that also mimics realistic BMI trajectories at an individual level so that policies aimed at individuals can be simulated. The model is constructed by combining several datasets. First, the population level distribution is extracted from a large, cross-sectional dataset. The trend in this distribution is estimated from historical data. In addition, longitudinal data are used to model how individuals move along typical trajectories over time. The model faithfully describes the population level distribution of BMI, stratified by sex, level of education and age. It is able to generate life course trajectories for individuals which seem plausible, but it does not capture extreme fluctuations, such as rapid weight loss., (© The Author(s) 2024. Published by Oxford University Press on behalf of the Institute of Mathematics and its Applications. All rights reserved.)
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- 2024
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40. Genomics Research of Lifetime Depression in the Netherlands: The BIObanks Netherlands Internet Collaboration (BIONIC) Project.
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Huider F, Milaneschi Y, Hottenga JJ, Bot M, Rietman ML, Kok AAL, Galesloot TE, 't Hart LM, Rutters F, Blom MT, Rhebergen D, Visser M, Brouwer I, Feskens E, Hartman CA, Oldehinkel AJ, de Geus EJC, Kiemeney LA, Huisman M, Picavet HSJ, Verschuren WMM, van Loo HM, Penninx BWJH, and Boomsma DI
- Subjects
- Humans, Netherlands epidemiology, Female, Male, Middle Aged, Adult, Internet, Genomics, Polymorphism, Single Nucleotide, Cohort Studies, Phenotype, Aged, Depressive Disorder, Major genetics, Depressive Disorder, Major epidemiology, Biological Specimen Banks, Genome-Wide Association Study
- Abstract
In this cohort profile article we describe the lifetime major depressive disorder (MDD) database that has been established as part of the BIObanks Netherlands Internet Collaboration (BIONIC). Across the Netherlands we collected data on Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition ( DSM-5 ) lifetime MDD diagnosis in 132,850 Dutch individuals. Currently, N = 66,684 of these also have genomewide single nucleotide polymorphism (SNP) data. We initiated this project because the complex genetic basis of MDD requires large population-wide studies with uniform in-depth phenotyping. For standardized phenotyping we developed the LIDAS (LIfetime Depression Assessment Survey), which then was used to measure MDD in 11 Dutch cohorts. Data from these cohorts were combined with diagnostic interview depression data from 5 clinical cohorts to create a dataset of N = 29,650 lifetime MDD cases (22%) meeting DSM-5 criteria and 94,300 screened controls. In addition, genomewide genotype data from the cohorts were assembled into a genomewide association study (GWAS) dataset of N = 66,684 Dutch individuals (25.3% cases). Phenotype data include DSM-5 -based MDD diagnoses, sociodemographic variables, information on lifestyle and BMI, characteristics of depressive symptoms and episodes, and psychiatric diagnosis and treatment history. We describe the establishment and harmonization of the BIONIC phenotype and GWAS datasets and provide an overview of the available information and sample characteristics. Our next step is the GWAS of lifetime MDD in the Netherlands, with future plans including fine-grained genetic analyses of depression characteristics, international collaborations and multi-omics studies.
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- 2024
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41. Past or Present; Which Exposures Predict Metabolomic Aging Better? The Doetinchem Cohort Study.
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Smit AP, Herber GM, Kuiper LM, Loef B, Picavet HSJ, and Verschuren WMM
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- Male, Humans, Female, Cohort Studies, Cross-Sectional Studies, Smoking, Aging, Metabolomics
- Abstract
People age differently. Differences in aging might be reflected by metabolites, also known as metabolomic aging. Predicting metabolomic aging is of interest in public health research. However, the added value of longitudinal over cross-sectional predictors of metabolomic aging is unknown. We studied exposome-related exposures as potential predictors of metabolomic aging, both cross-sectionally and longitudinally in men and women. We used data from 4 459 participants, aged 36-75 of Round 4 (2003-2008) of the long-running Doetinchem Cohort Study (DCS). Metabolomic age was calculated with the MetaboHealth algorithm. Cross-sectional exposures were demographic, biological, lifestyle, and environmental at Round 4. Longitudinal exposures were based on the average exposure over 15 years (Round 1 [1987-1991] to 4), and trend in these exposure over time. Random Forest was performed to identify model performance and important predictors. Prediction performances were similar for cross-sectional and longitudinal exposures in both men (R2 6.8 and 5.8, respectively) and women (R2 14.8 and 14.4, respectively). Biological and diet exposures were most predictive for metabolomic aging in both men and women. Other important predictors were smoking behavior for men and contraceptive use and menopausal status for women. Taking into account history of exposure levels (longitudinal) had no added value over cross-sectionally measured exposures in predicting metabolomic aging in the current study. However, the prediction performances of both models were rather low. The most important predictors for metabolomic aging were from the biological and lifestyle domain and differed slightly between men and women., (© The Author(s) 2023. Published by Oxford University Press on behalf of The Gerontological Society of America.)
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- 2024
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42. The sex difference in self-rated health among older Turkish and Moroccan migrants in the Netherlands: an exploratory study of contributing determinants.
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Sialino LD, Wijnhoven HAH, van Oostrom SH, Picavet HSJ, Visser M, and Schaap LA
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- Adult, Humans, Female, Male, Netherlands epidemiology, Cross-Sectional Studies, Aging, Sex Characteristics, Transients and Migrants
- Abstract
Background: Although being a woman and having a migration background are strong predictors of poor self-rated health among (older) adults, research on the sex difference in self-rated health among (older) migrants remains limited. This study therefore aims to investigate this topic and explore the contributing role of determinants of self-rated health., Methods: Cross-sectional data from 360 Turkish-Dutch and Moroccan-Dutch adults aged 55-65 as part of the Longitudinal Aging Study Amsterdam (LASA) were used. Self-rated health (good versus poor) was measured by a single item question. Univariate age-adjusted logistic regression analysis was used to investigate the sex difference in self-rated health and the contribution of sex differences in sensitivity (strength of the association) and/or exposure (prevalence) to socio-demographic, social, lifestyle or health-related determinants of self-rated health., Results: Women had a 0.53 times lower odds (95%CI:0.40-0.82, p = 0.004) on good self-rated health compared to men. Women more often having a lower education level, living alone and having a higher prevalence of depressive symptoms, chronic diseases and especially functional limitations contributed to the lower self-rated health among women. In contrast, men were more sensitive to the impact of memory complaints, depressive symptoms, visual difficulties and functional limitations., Conclusions: Older Turkish-Dutch and Moroccan-Dutch women have a significant lower self-rated health compared to men. Women having a higher exposure to both socio-demographic and health-related determinants of self-rated health, which contributed to the sex difference. Future research should take these differences in self-rated health and determinants between women and men into account when investigating health among older migrants., (© 2023. The Author(s).)
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- 2024
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43. Self-Rated Health among Older Adults: Longitudinal Analyses Examining Sex Differences across Different Birth Cohorts and Educational Levels.
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Schaap LA, Sialino LD, de la Court F, van Oostrom SH, Picavet HSJ, Verschuren WMM, Visser M, and Wijnhoven HAH
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- Humans, Female, Male, Aged, Middle Aged, Longitudinal Studies, Aged, 80 and over, Sex Factors, Birth Cohort, Netherlands, Self Report, Surveys and Questionnaires, Educational Status, Health Status, Aging psychology, Aging physiology
- Abstract
Introduction: Given the known female disadvantage in physical and mental health, this study aimed to investigate sex differences in self-rated health (SRH) among older adults, considering the longitudinal course by age, birth cohort, and educational level., Methods: Data from birth cohort 1911-1937 with baseline age 55-81 years (n = 3,107) and birth cohort 1938-1947 with baseline age 55-65 years (n = 1,002) from the Longitudinal Aging Study Amsterdam (LASA) were used. Mixed model analyses were used to examine sex differences in SRH (RAND General Health Perception Questionnaire [RAND-GHPQ], range 0-16) over the age course, testing for effect modification by the birth cohort and educational level (low, middle, high)., Results: For both sexes, a decline in SRH was seen with increasing age. Over the age course, there was no significant sex difference in SRH within the older (1911-1937) birth cohort (0.13 lower score on SRH for women compared to men, 95% CI: -0.35 to 0.09) and only a small sex difference in the more recent (1938-1947) birth cohort (0.35 lower score on SRH for women compared to men [95% CI: -0.69 to -0.02], p = 0.04). There was no significant cohort difference in the size of the sex difference (p = 0.279). Those with a higher level of education reported a higher SRH, but between educational levels, there was no significant difference in the size of the sex difference in SRH., Discussion: In this study, no relevant sex difference in SRH over the age course was observed among older adults. Future research on SRH trajectories by sex during aging should take health-related, cognitive, psychosocial, and behavioral factors into account., (© 2024 The Author(s). Published by S. Karger AG, Basel.)
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- 2024
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44. Potential determinants of antibody responses after vaccination against SARS-CoV-2 in older persons: the Doetinchem Cohort Study.
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Kuijpers Y, Picavet HSJ, de Rond L, de Zeeuw-Brouwer ML, Rutkens R, Gijsbers E, Slits I, Engelfriet P, Buisman AM, and Verschuren WMM
- Abstract
Background: Immune responses to vaccination vary widely between individuals. The aim of this study was to identify health-related variables potentially underlying the antibody responses to SARS-CoV-2 vaccination in older persons. We recruited participants in the long-running Doetinchem Cohort Study (DCS) who underwent vaccination as part of the national COVID-19 program, and measured antibody concentrations to SARS-CoV-2 Spike protein (S1) and Nucleoprotein (N) at baseline (T0), and a month after both the first vaccination (T1), and the second vaccination (T2). Associations between the antibody concentrations and demographic variables, including age, sex, socio-economic status (SES), comorbidities (cardiovascular diseases and immune mediated diseases), various health parameters (cardiometabolic markers, inflammation markers, kidney- and lung function) and a composite measure of frailty ('frailty index', ranging from 0 to 1) were tested using multivariate models., Results: We included 1457 persons aged 50 to 92 years old. Of these persons 1257 were infection naïve after their primary vaccination series. The majority (N = 954) of these individuals were vaccinated with two doses of BNT162b2 (Pfizer) and their data were used for further analysis. A higher frailty index was associated with lower anti-S1 antibody responses at T1 and T2 for both men (R
T1 = -0.095, PT1 = 0.05; RT2 = -0.11, PT2 = 0.02) and women (RT1 = -0.24, PT1 < 0.01; RT2 = -0.15, PT2 < 0.01). After correcting for age and sex the frailty index was also associated with the relative increase in anti-S1 IgG concentrations between the two vaccinations (β = 1.6, P < 0.01). Within the construct of frailty, history of a cardiac catheterization, diabetes, gastrointestinal disease, a cognitive speed in the lowest decile of the population distribution, and impaired lung function were associated with lower antibody responses after both vaccinations., Conclusions: Components of frailty play a key role in the primary vaccination response to the BNT162b2 vaccine within an ageing population. Older persons with various comorbidities have a lowered immune response after their first vaccination, and while frail and sick older persons see a stronger increase after their second vaccination compared to healthy people, they still have a lower antibody response after their second vaccination., (© 2023. BioMed Central Ltd., part of Springer Nature.)- Published
- 2023
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45. Perspectives of older women in the Netherlands: identifying motivators and barriers for healthy lifestyles and determinants of healthy aging.
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Sialino LD, Wijnhoven HAH, van Oostrom SH, Picavet HSJ, Verschuren WMM, Visser M, Vader S, and Schaap LA
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- Humans, Female, Aged, Netherlands, Exercise, Healthy Lifestyle, Diet, Healthy Aging
- Abstract
Background: Women have a higher life expectancy than men but experience more years with physical disabilities in daily life at older ages, especially women with a migration background. This pinpoints older women as an important target group for strategies that stimulate healthy lifestyle, which benefits healthy aging. Our study investigates motivators and barriers for healthy lifestyles and perspectives on determinants of healthy aging of older women. This provides essential information for developing targeted strategies., Methods: Data was collected by semi-structured digital interviews from February till June 2021. Women aged 55 years and older living in the Netherlands (n = 34) with a native Dutch (n = 24), Turkish (n = 6) or Moroccan (n = 4) migration background were included. Two main subjects were investigated: (1) motivators and barriers on their current lifestyles regarding smoking, alcohol consumption, physical activity, diet and sleep and (2) perspectives on determinants of healthy aging. Interviews were analyzed using Krueger's framework., Results: Personal health was the most common motivator for a healthy lifestyle. In addition, peer pressure and being outdoors were specific motivators for physical activity. Bad weather conditions and personal dislike to be active were specific barriers. The social environment, personal preferences and personal belief to compensate with other healthy lifestyle behaviors were barriers for low alcohol consumption. Personal preferences (liking unhealthy food and not making time) were the main barriers for a healthy diet. Sleep was not perceived as a form of lifestyle behavior, but rather as a personal trait. Since there were no smokers, specific barriers were not mentioned. For Turkish-Dutch and Moroccan-Dutch women, additional barriers and motivators were culture and religion. These were strong motivators to abstain from alcohol consumption and smoking, but a barrier for a healthy diet. With regard to perspectives on determinants of healthy aging, positive views on aging and being physically active were perceived as most important. Women often wanted to increase their physical activity or healthy diet to stimulate healthy aging. Among Turkish-Dutch and Moroccan-Dutch women, healthy aging was also perceived as something in the hands of God., Conclusions: Although motivators and barriers for a healthy lifestyle and perspectives on healthy aging vary for distinct lifestyles, personal health is a common motivator across all lifestyles. Having a migration background added culture and religion as distinct barriers and motivations. Strategies to improve lifestyle among older women should therefore have a tailored, culture sensitive approach (if applicable) for distinct lifestyle factors., (© 2023. The Author(s).)
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- 2023
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46. Masculine gender affects sex differences in the prevalence of chronic health problems - The Doetinchem Cohort Study .
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Vader SS, Lewis SM, Verdonk P, Verschuren WMM, and Picavet HSJ
- Abstract
Both (biological) sex and (socio-cultural) gender are relevant for health but in large-scale studies specific gender measures are lacking. Using a masculine gender-score based on 'traditional masculine-connotated aspects of everyday life', we explored how masculinity may affect sex differences in the prevalence of chronic health problems. We used cross-sectional data (2008-2012) from the Doetinchem Cohort Study to calculate a masculine gender-score (range 0-19) using information on work, informal care, lifestyle and emotions. The sample consisted of 1900 men and 2117 women (age: 40-80). Multivariable logistic regressions including age and SES were used to examine the role of masculine gender on sex differences in the prevalence of diabetes, coronary heart disease, CVA, arthritis, chronic pain and migraine. Men had higher masculine gender-scores than women (12.2 vs 9.1). For both sexes, a higher masculine gender-score was associated with lower prevalence of chronic health problems. Diabetes, CHD, and CVA were more prevalent in men, and gender-adjustment resulted in greater sex differences: e.g. for diabetes the OR
sex changed from 1.21 (95 %CI 0.93-1.58) to 1.60 (95 %CI 1.18-2.17). Arthritis, chronic pain, and migraine were more prevalent in women, and gender-adjustment resulted in smaller sex differences: e.g. for chronic pain the ORsex changed from 0.53 (95 %CI 0.45-0.60) to 0.73 (95 %CI 0.63-0.86). Gender measured as 'everyday masculinity' is associated with lower prevalence of chronic health problems in both men and women. Our findings also suggest that the commonly found sex differences in the prevalence of chronic health problems have a large gender component., Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (© 2023 The Authors.)- Published
- 2023
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47. Predictors of healthy physiological aging across generations in a 30-year population-based cohort study: the Doetinchem Cohort Study.
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Loef B, Herber GM, Wong A, Janssen NAH, Hoekstra J, Picavet HSJ, and Verschuren WMM
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- Humans, Aged, Aged, 80 and over, Cohort Studies, Overweight, Aging physiology, Cholesterol, Body Mass Index, Risk Factors, Healthy Aging
- Abstract
Background: Predicting healthy physiological aging is of major interest within public health research. However, longitudinal studies into predictors of healthy physiological aging that include numerous exposures from different domains (i.e. the exposome) are scarce. Our aim is to identify the most important exposome-related predictors of healthy physiological aging over the life course and across generations., Methods: Data were used from 2815 participants from four generations (generation 1960s/1950s/1940s/1930s aged respectively 20-29/30-39/40-49/50-59 years old at baseline, wave 1) of the Doetinchem Cohort Study who were measured every 5 years for 30 years. The Healthy Aging Index, a physiological aging index consisting of blood pressure, glucose, creatinine, lung function, and cognitive functioning, was measured at age 46-85 years (wave 6). The average exposure and trend of exposure over time of demographic, lifestyle, environmental, and biological exposures were included, resulting in 86 exposures. Random forest was used to identify important predictors., Results: The most important predictors of healthy physiological aging were overweight-related (BMI, waist circumference, waist/hip ratio) and cholesterol-related (using cholesterol lowering medication, HDL and total cholesterol) measures. Diet and educational level also ranked in the top of important exposures. No substantial differences were observed in the predictors of healthy physiological aging across generations. The final prediction model's performance was modest with an R
2 of 17%., Conclusions: Taken together, our findings suggest that longitudinal cardiometabolic exposures (i.e. overweight- and cholesterol-related measures) are most important in predicting healthy physiological aging. This finding was similar across generations. More work is needed to confirm our findings in other study populations., (© 2023. The Author(s).)- Published
- 2023
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48. Sociodemographic, lifestyle and clinical characteristics of energy-related depression symptoms: A pooled analysis of 13,965 depressed cases in 8 Dutch cohorts.
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Vreijling SR, van Haeringen M, Milaneschi Y, Huider F, Bot M, Amin N, Beulens JW, Bremmer MA, Elders PJ, Galesloot TE, Kiemeney LA, van Loo HM, Picavet HSJ, Rutters F, van der Spek A, van de Wiel AM, van Duijn C, Feskens EJM, Hartman CA, Oldehinkel AJ, Smit JH, Verschuren WMM, Willemsen G, de Geus EJC, Boomsma DI, Penninx BWJH, Lamers F, and Jansen R
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- Humans, Depression epidemiology, Depression diagnosis, Comorbidity, Weight Gain, Fatigue, Depressive Disorder, Major diagnosis, Depressive Disorder, Major epidemiology, Disorders of Excessive Somnolence
- Abstract
Background: In a substantial subgroup of depressed patients, atypical, energy-related depression symptoms (e.g. increased appetite/weight, hypersomnia, loss of energy) tend to cluster with immuno-metabolic dysregulations (e.g. increased BMI and inflammatory markers). This clustering is proposed to reflect a more homogeneous depression pathology. This study examines to what extent energy-related symptoms are associated and share sociodemographic, lifestyle and clinical characteristics., Methods: Data were available from 13,965 participants from eight Dutch cohorts with DSM-5 lifetime major depression assessed by the Lifetime Depression Assessment Self-report (LIDAS) questionnaire. Information on four energy-related depression symptoms were extracted: energy loss, increased appetite, increased weight, and hypersomnia. Tetrachoric correlations between these symptoms, and associations of these symptoms with sociodemographic (sex, age, education), lifestyle (physical activity, BMI, smoking) and clinical characteristics (age of onset, episode duration, history, treatment and recency, and self-reported comorbidity) were computed., Results: Correlations between energy-related symptoms were overall higher than those with other depression symptoms and varied from 0.90 (increased appetite vs increased weight) to 0.11 (increased appetite vs energy loss). All energy-related symptoms were strongly associated with higher BMI and a more severe clinical profile. Patients with increased appetite were more often smokers, and only patients with increased appetite or weight more often had a self-reported diagnosis of PTSD (OR = 1.17, p = 2.91E-08) and eating disorder (OR = 1.40, p = 4.08E-17)., Conclusions: The symptom-specific associations may have consequences for a profile integrating these symptoms, which can be used to reflect immuno-metabolic depression. They indicate the need to study immuno-metabolic depression at individual symptom resolution as a starting point., Competing Interests: Conflicts of interest BP has received research funding (not related to the current paper) from Boehringer Ingelheim and Jansen Research., (Copyright © 2022 The Authors. Published by Elsevier B.V. All rights reserved.)
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- 2023
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49. Willingness to get vaccinated against influenza, pneumococcal disease, pertussis, and herpes zoster - A pre-COVID-19 exploration among the older adult population.
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Maertzdorf KM, Rietman ML, Lambooij MS, Verschuren WMM, and Picavet HSJ
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- Humans, Female, Aged, Middle Aged, Cross-Sectional Studies, Pandemics, Cohort Studies, Vaccination, Influenza, Human prevention & control, Influenza, Human epidemiology, Whooping Cough prevention & control, Vaccine-Preventable Diseases epidemiology, COVID-19 epidemiology, Herpes Zoster prevention & control, Influenza Vaccines, Pneumococcal Infections prevention & control
- Abstract
Background: Older adults are at increased risk for adverse health outcomes when having an influenza, pneumococcal disease, pertussis, or herpes zoster infection. Despite the ability of vaccinations to prevent these adverse outcomes, vaccination coverage is low in the European Union. This study aimed to explore the sociodemographic, lifestyle, and health-related characteristics associated with vaccination willingness for these vaccine-preventable diseases., Methods: Cross-sectional data from wave 6 (years 2013-2017) of the population-based Doetinchem Cohort Study was analysed, with 3063 participants aged 46-86 years included. The outcome was the self-reported willingness to get vaccinated against influenza, pneumococcal disease, pertussis, and herpes zoster (willing, neutral, not willing). Multinomial logistic regression was used to investigate the socio-demographic, lifestyle and health characteristics associated with vaccination willingness., Results: For influenza 36 % was willing to get vaccinated, 35 % was neutral and 28 % was not willing to get vaccinated. The willingness to get vaccinated for the relatively unfamiliar vaccine-preventable diseases was lower: 26 % for pneumococcal disease (neutral: 50 %, not willing: 23 %), 26 % for pertussis (neutral 53 %, not willing: 22 %), and 23 % for herpes zoster (neutral 54 %, not willing: 24 %). A relative lower willingness was found among those 46-64 years old (compared to those 65 years or older). Women, having a high SES, being employed and having a good health were all associated with lower willingness to get vaccinated, which was the case for all vaccine-preventable diseases., Conclusions: Older adults were generally more willing to get vaccinated against influenza than for the three less familiar diseases. Characteristics of those less willing may be used to improve strategies to increase vaccination coverage. Additional studies are needed to investigate the willingness to get vaccinated during and after the COVID-19 pandemic that may have changed the feel of urgency for vaccination., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023 The Authors. Published by Elsevier Ltd.. All rights reserved.)
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- 2023
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50. Differences in the Mediating Role of HL in Socioeconomic Inequalities in Health Across Age Groups: Results from the Dutch Doetinchem Cohort Study.
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Klokgieters SS, Picavet HSJ, Huisman M, Monique Verschuren WM, Uiters EAH, and Kok AAL
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- Humans, Aged, Middle Aged, Aged, 80 and over, Socioeconomic Factors, Cohort Studies, Educational Status, Chronic Disease, Health Literacy
- Abstract
Background: Although it is known that health literacy (HL) plays an explanatory role in educational inequalities in health, it is unknown whether this role varies across age groups., Objective: The purpose of this study was to investigate whether the mediating role of HL in educational inequalities in four health outcomes varies across age groups: age 46 to 58 years, age 59 to 71 years, and age 72 to 84 years., Methods: We used data from the Dutch Doetinchem Cohort Study, which included 3,448 participants. We included years of education as predictor, chronic illness prevalence and incidence, mental and self-perceived health as outcomes, and HL, based on self-report, as mediator. We used multiple-group mediation models to compare indirect effects across age groups., Key Results: In the complete sample without age stratification, HL partly mediated the effect of education on all health outcomes except for incidence of chronic diseases. These indirect effect estimates were larger for subjective (self-perceived health, proportion mediated [PM] = 37%, and mental health, PM = 37%) than for objective health outcomes (prevalence of chronic disease, PM = 17%). For the prevalence of chronic disease, the indirect effect estimate was significantly larger among individuals age 46 to 58 years compared to individuals age 59 to 71 years and for incidence of chronic disease also compared to individuals age 72 to 84 years. All other indirect effect estimates did not differ significantly between age groups. Using an alternative cut-off point for HL or adjusting for cognitive functioning did not meaningfully change the results., Conclusions: Overall, we found that the explanatory role of HL in educational inequalities in mental and subjective health was stable but that it varied across age groups for chronic diseases, where it was largest among individuals age 46 to 58 years. Future studies may investigate the benefits of starting to intervene on HL from a younger age but means to improve HL may also benefit the subjective health of older adults with lower education. [ HLRP: HL Research and Practice . 2023;7(1):e26-e38.] Plain Language Summary: This study examined age-group differences in the mediating role of HL in the relationship between education and health. Overall, we found that the explanatory role of HL in educational inequalities in mental and subjective health was stable but that it varied across age groups for chronic diseases, where it was largest among individuals age 46 to 58 years compared to individuals age 59 to 71 years and individuals age 72 to 84 years.
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- 2023
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