38 results on '"de Schepper E"'
Search Results
2. The role of area level social deprivation on childhood and adolescent consultation rate in primary care: a population based, cohort study
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Fonderson, M. S., Bindels, P. J. E., Bohnen, A. M., and de Schepper, E. I. T.
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- 2022
- Full Text
- View/download PDF
3. A Natural Language Processing Model for COVID-19 Detection Based on Dutch General Practice Electronic Health Records by Using Bidirectional Encoder Representations From Transformers:Development and Validation Study
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Homburg, M, Meijer, E, Berends, M, Kupers, T, Hartman, TO, Muris, J, de Schepper, E, Velek, P, Kuiper, J, Berger, M, Peters, L, Homburg, M, Meijer, E, Berends, M, Kupers, T, Hartman, TO, Muris, J, de Schepper, E, Velek, P, Kuiper, J, Berger, M, and Peters, L
- Abstract
Background: Natural language processing (NLP) models such as bidirectional encoder representations from transformers (BERT) hold promise in revolutionizing disease identification from electronic health records (EHRs) by potentially enhancing efficiency and accuracy. However, their practical application in practice settings demands a comprehensive and multidisciplinary approach to development and validation. The COVID-19 pandemic highlighted challenges in disease identification due to limited testing availability and challenges in handling unstructured data. In the Netherlands, where general practitioners (GPs) serve as the first point of contact for health care, EHRs generated by these primary care providers contain a wealth of potentially valuable information. Nonetheless, the unstructured nature of free-text entries in EHRs poses challenges in identifying trends, detecting disease outbreaks, or accurately pinpointing COVID-19 cases. Objective: This study aims to develop and validate a BERT model for detecting COVID-19 consultations in general practice EHRs in the Netherlands. Methods: The BERT model was initially pretrained on Dutch language data and fine-tuned using a comprehensive EHR data set comprising confirmed COVID-19 GP consultations and non–COVID-19–related consultations. The data set was partitioned into a training and development set, and the model’s performance was evaluated on an independent test set that served as the primary measure of its effectiveness in COVID-19 detection. To validate the final model, its performance was assessed through 3 approaches. First, external validation was applied on an EHR data set from a different geographic region in the Netherlands. Second, validation was conducted using results of polymerase chain reaction (PCR) test data obtained from municipal health services. Lastly, correlation between predicted outcomes and COVID-19–related hospitalizations in the Netherlands was ass
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- 2023
4. Dutch GP healthcare consumption in COVID-19 heterogeneous regions: An interregional time-series approach in 2020-2021
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Homburg, M.T., Berger, M., Berends, M., Meijer, E., Kupers, T., Ramerman, L., Rijpkema, C., de Schepper, E., Olde Hartman, T. C., Muris, J., Verheij, R.A., Peters, L., Homburg, M.T., Berger, M., Berends, M., Meijer, E., Kupers, T., Ramerman, L., Rijpkema, C., de Schepper, E., Olde Hartman, T. C., Muris, J., Verheij, R.A., and Peters, L.
- Abstract
Background Many countries observed a sharp decline in the use of general practice services after the outbreak of the COVID-19 pandemic. However, research has not yet considered how changes in healthcare consumption varied among regions with the same restrictive measures but different COVID-19 prevalence. Aim To investigate how the COVID-19 pandemic affected healthcare consumption in Dutch general practice during 2020 and 2021, among regions with known heterogeneity in COVID-19 prevalence, from a pre-pandemic baseline in 2019. Design Population-based cohort study using electronic health records. Setting Dutch general practices involved in regional research networks. Methods Interrupted time-series analysis of changes in healthcare consumption from before to during the pandemic. Descriptive statistics on the number of potential COVID-19 related contacts, reason for contact and type of contact. Results The study covered 3 627 597 contacts (425 639 patients), 3 532 693 contacts (433 340 patients), and 4 134 636 contacts (434 872 patients) in 2019, 2020, and 2021, respectively. Time-series analysis revealed a significant decrease in healthcare consumption after the outbreak of the pandemic. Despite interregional heterogeneity in COVID-19 prevalence, healthcare consumption decreased comparably over time in the three regions, before rebounding to a level significantly higher than baseline in 2021. Physical consultations transitioned to phone or digital over time. Conclusions Healthcare consumption decreased irrespective of the regional prevalence of COVID-19 from the start of the pandemic, with the Delta variant triggering a further decrease. Overall, changes in care consumption appeared to reflect contextual factors and societal restrictions rather than infection rates.
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- 2023
5. Changes to consultations and diagnosis of osteoarthritis in primary care during the COVID-19 pandemic
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Velek, P, de Schepper, E, Schiphof, D, Evert van Spil, W, Englund, M, Magnusson, K, Kiadaliri, A, Dell'Isola, A, Licher, S, Bierma-Zeinstra, S, Runhaar, J, Velek, P, de Schepper, E, Schiphof, D, Evert van Spil, W, Englund, M, Magnusson, K, Kiadaliri, A, Dell'Isola, A, Licher, S, Bierma-Zeinstra, S, and Runhaar, J
- Abstract
Objective: General practitioners (GP) are often the first medical professionals to treat musculoskeletal complaints. Yet the impact of COVID-19 on primary care utilisation for musculoskeletal complaints is largely unknown. This study quantifies the impact of the pandemic on primary care utilisation for musculoskeletal complaints and specifically osteoarthritis (OA) in the Netherlands. Design: We extracted data on GP consultations in 2015–2020 from 118,756 patients over 45 years of age and estimated reductions in consultations in 2020 as compared to 5-year average. Outcomes were GP consultations for: any musculoskeletal complaints, knee and hip OA, knee and hip complaints, and newly diagnosed knee and hip OA/complaints. Results: The relative reductions in consultations ranged from 46.7% (95% confidence intervals (CI): 43.9–49.3%) (all musculoskeletal consultations) to 61.6% (95% CI: 44.7–73.3%) (hip complaints) at the peak of the first wave, and from 9.3% (95% CI: 5.7–12.7%) (all musculoskeletal consultations) to 26.6% (95% CI: 11.5–39.1%) (knee OA) at the peak of the second wave. The reductions for new diagnoses were 87.0% (95% CI: 71.5–94.1%) for knee OA/complaints, and 70.5% (95% CI: 37.7–86.0%) for hip OA/complaints at the peak of the first wave, and not statistically significant at the peak of the second wave. Conclusion: We observed 47% reduction in GP consultations for musculoskeletal disorders during the first wave and 9% during the second wave. For hip and knee OA/complaints, the reductions were over 50% during the first, and 10% during the second wave. This disruption may lead to accumulation of patients with severe OA symptoms and more requests for arthroplasty surgery.
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- 2023
6. Occurrence of comorbidity following osteoarthritis diagnosis:a cohort study in the Netherlands
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Kamps, A., Runhaar, J., de Ridder, M. A.J., de Wilde, M., van der Lei, J., Zhang, W., Prieto-Alhambra, D., Englund, M., de Schepper, E. I.T., Bierma-Zeinstra, S. M.A., Kamps, A., Runhaar, J., de Ridder, M. A.J., de Wilde, M., van der Lei, J., Zhang, W., Prieto-Alhambra, D., Englund, M., de Schepper, E. I.T., and Bierma-Zeinstra, S. M.A.
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Objective: To determine the risk of comorbidity following diagnosis of knee or hip osteoarthritis (OA). Design: A cohort study was conducted using the Integrated Primary Care Information database, containing electronic health records of 2.5 million patients from the Netherlands. Adults at risk for OA were included. Diagnosis of knee or hip OA (=exposure) and 58 long-term comorbidities (=outcome) were defined by diagnostic codes following the International Classification of Primary Care coding system. Time between the start of follow-up and incident diagnosis of OA was defined as unexposed, and between diagnosis of OA and the end of follow-up as exposed. Age and sex adjusted hazard ratios (HRs) comparing comorbidity rates in exposed and unexposed patient time were estimated with 99.9% confidence intervals (CI). Results: The study population consisted of 1,890,712 patients. For 30 of the 58 studied comorbidities, exposure to knee OA showed a HR larger than 1. Largest positive associations (HR with (99.9% CIs)) were found for obesity 2.55 (2.29–2.84) and fibromyalgia 2.06 (1.53–2.77). For two conditions a HR < 1 was found, other comorbidities showed no association with exposure to knee OA. For 26 comorbidities, exposure to hip OA showed a HR larger than 1. The largest were found for polymyalgia rheumatica 1.81 (1.41–2.32) and fibromyalgia 1.70 (1.10–2.63). All other comorbidities showed no associations with hip OA. Conclusion: This study showed that many comorbidities were diagnosed more often in patients with knee or hip OA. This suggests that the management of OA should consider the risk of other long-term-conditions.
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- 2023
7. Mond open voor totale kwaliteitszorg
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De Schepper, E., Aps, J. K. M., editor, Allard, R. H. B., editor, Duyck, J., editor, Fokkema, S. J., editor, Jacobs, R., editor, and Vissink, A., editor
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- 2012
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8. The role of area level social deprivation on childhood and adolescent consultation rate in primary care:a population based, cohort study
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Fonderson, M. S., Bindels, P. J.E., Bohnen, A. M., de Schepper, E. I.T., Fonderson, M. S., Bindels, P. J.E., Bohnen, A. M., and de Schepper, E. I.T.
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Background: Studies show that children and adolescents in the most socially deprived areas (SDA) consult their general practitioner (GP) more often than those in the least socially deprived areas (Non-SDA). Given that GPs see a wide range of diseases, it is important to know which clinical diagnoses are shaped by socioeconomic factors. The primary objective was to determine the association between area level social deprivation and consultation rates in a pediatric population. The secondary objective was to explore this association across a wide range of clinical diagnoses. Methods: A cohort study using the Rijnmond Primary Care Database (RPCD) was conducted. Between 2013 and 2020, a total of 69,861 patients aged 0 to 17 years registered with a GP were analysed. A consultation was defined as patient contact and entry of a diagnosis using the International Classification of Primary Care (ICPC-1) code. Associations between consultation rates, ICPC-1 codes and area level social deprivation were explored using a Poisson regression model. The incidence risk ratio (IRR) and 95% confidence interval (CI) were reported. Results: Over the 7-year study period the consultation rate of the study population was 3.8 per person-years. The top 5 reasons for children and adolescents to consult their GP was related to skin, respiratory, general unspecified, musculoskeletal and digestive symptoms or diagnoses. Consultation rate was higher in SDA group compared to Non-SDA group (IRR 1.20, 95% CI 1.19–1.20). Consultation rate for ICPC-1 code related to pregnancy and family planning was significantly lower in SDA group compared to Non-SDA group. Upon further exploration of this code, SDA group were less likely to consult for oral contraception and more likely to contact a GP for induced termination of pregnancy compared to Non-SDA group (IRR 0.36; 95% CI 0.33–0.44 and IRR 2.94; 95% CI 1.58–5.46 respectively). Conclusions: Overall, SDA group had higher GP consultation rates for the major
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- 2022
9. OP0225 RISK OF COMORBIDITY FOLLOWING OSTEOARTHRITIS DIAGNOSIS: A COHORT STUDY IN THE NETHERLANDS FROM THE FOREUM* INITIATIVE
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Kamps, A., primary, Runhaar, J., additional, de Wilde, M., additional, de Ridder, M., additional, van der Lei, J., additional, Swain, S., additional, Zhang, W., additional, Prieto-Alhambra, D., additional, Englund, M., additional, de Schepper, E., additional, and Bierma-Zeinstra, S. M. A., additional
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- 2022
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10. Additional file 1 of The role of area level social deprivation on childhood and adolescent consultation rate in primary care: a population based, cohort study
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Fonderson, M. S., Bindels, P. J. E., Bohnen, A. M., and de Schepper, E. I. T.
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Additional file 1.
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- 2022
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11. An international, multi-disciplinary Delphi study regarding statements for the definition of spinal osteoarthritis
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de Luca, K., primary, Chiarotto, A., additional, Cicuttini, F., additional, Creemers, L., additional, de Schepper, E., additional, Ferreira, P., additional, Foster, N.E., additional, Hartvigsen, J., additional, Kawchuk, G., additional, Little, C.B., additional, Oei, E., additional, Suri, P., additional, Vleggeert-Lankamp, C., additional, Bierma-Zeinstra, S.M., additional, and Ferreira, M.L., additional
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- 2021
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12. GDF5 single-nucleotide polymorphism rs143383 is associated with lumbar disc degeneration in Northern European women
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Williams, F. M. K., Popham, M., Hart, D. J., de Schepper, E., Bierma-Zeinstra, S., Hofman, A., Uitterlinden, A. G., Arden, N. K., Cooper, C., Spector, T. D., Valdes, A. M., and van Meurs, J.
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- 2011
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13. Older adults with back pain and spinal morning stiffness longer than 30 minutes are more at risk of developing long-term physical functioning limitations
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van den Berg, R., primary, Chiarotto, A., additional, Enthoven, W.T., additional, de Schepper, E., additional, Oei, E.H., additional, Koes, B.W., additional, Bierma-Zeinstra, S.M., additional, and Erasmus, M.C., additional
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- 2020
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14. Reducing unnecessary vitamin testing in general practice : barriers and facilitators according to general practitioners and patients
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Hofstede, H, van der Burg, H A M, Mulder, B C, Bohnen, A M, Bindels, P J E, de Wit, N J, de Schepper, E I T, van Vugt, S F, Hofstede, H, van der Burg, H A M, Mulder, B C, Bohnen, A M, Bindels, P J E, de Wit, N J, de Schepper, E I T, and van Vugt, S F
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- 2019
15. Reducing unnecessary vitamin testing in general practice: barriers and facilitators according to general practitioners and patients
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General Practice & Nursing Science, JC Overig onderzoek, HAG Zorginnovatieonderzoek, Hofstede, H, van der Burg, H A M, Mulder, B C, Bohnen, A M, Bindels, P J E, de Wit, N J, de Schepper, E I T, van Vugt, S F, General Practice & Nursing Science, JC Overig onderzoek, HAG Zorginnovatieonderzoek, Hofstede, H, van der Burg, H A M, Mulder, B C, Bohnen, A M, Bindels, P J E, de Wit, N J, de Schepper, E I T, and van Vugt, S F
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- 2019
16. Reducing unnecessary vitamin testing in general practice: barriers and facilitators according to general practitioners and patients.
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Hofstede, H., van der Burg, H. A. M., Mulder, B. C., Bohnen, A. M., Bindels, P. J. E., de Wit, N. J., de Schepper, E. I. T., and van Vugt, S. F.
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Objective There has been an increase in testing of vitamins in patients in general practice, often based on irrational indications or for non-specific symptoms, causing increasing healthcare expenditures and medicalisation of patients. So far, there is little evidence of effective strategies to reduce this overtesting in general practice. Therefore, the aim of this qualitative study was to explore the barriers and facilitators for reducing the number of (unnecessary) vitamin D and B
12 laboratory tests ordered. Design and setting This qualitative study, based on a grounded theory design, used semistructured interviews among general practitioners (GPs) and patients from two primary care networks (147 GPs, 195 000 patients). These networks participated in the Reducing Vitamin Testing in Primary Care Practice (REVERT) study, a clustered randomized trial comparing two de-implementation strategies to reduce test ordering in primary care in the Netherlands. Participants Twenty-one GPs, with a maximum of 1 GP per practice who took part in the REVERT study, and 22 patients (who were invited by their GP during vitaminrelated consultations) were recruited, from which 20 GPs and 19 patients agreed to participate in this study. Results The most important factor hampering vitamintest reduction programmes is the mismatch between patients and medical professionals regarding the presumed appropriate indications for testing for vitamin D and B12 . In contrast, the most important facilitator for vitamin-test reduction may be updating GPs’ knowledge about test indications and their awareness of their own testing behaviour. Conclusion To achieve a sustainable reduction in vitamin testing, guidelines with clear and uniform recommendations on evidence-based indications for vitamin testing, combined with regular (individual) feedback on test-ordering behaviour, are needed. Moreover, the general public needs access to clear and reliable information on vitamin testing. Further research is required to measure the effect of these strategies on the number of vitamin test requests. [ABSTRACT FROM AUTHOR]- Published
- 2019
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17. GDF5 SNP rs143383 is associated with lumbar disc disease in northern European women
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Williams, F. M. K., Popham, M., Hart, D. J., de Schepper, E., Bierma-Zeinstra, S., Hofman, A., Uitterlinden, A. G., Arden, N. K., Cooper, C., Spector, T. D., Valdes, A. M., and van Meurs, J.
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OBJECTIVE: Lumbar degenerative disc disease (LDD) is a serious social and medical problem which has been shown to be highly heritable. It has similarities with peripheral joint osteoarthritis (OA) both in terms of epidemiology and pathological processes. A few known genetic variants have been identified using a candidate gene approach, but many more are thought to exist. GDF5 is a gene whose variants have been shown to play a role in skeletal height as well as predisposing to peripheral joint OA. In vitro the gene product, growth and differentiation factor 5, has been shown to promote growth and repair of animal disc. Thus the GDF5 gene, we postulated, might play a role in LDD. METHODS: We investigated whether the 5' upstream SNP variant rs143383 was associated with LDD, determined using plain film and MRI to ascertain disc space narrowing and osteophytes, in 5 population cohorts from Northern Europe. RESULTS: Association with the SNP rs143383 was identified in women, with the same risk allele as in knee and hip OA with OR= 1.72 (95% confidence intervals 1.15-2.57, p=0.008). CONCLUSION: Using 5 population cohorts from Northern Europe we have identified a variant in the gene GDF5 as a risk factor for LDD in women. Many more such variants are predicted to exist, but this result throws the spotlight onto the growth and differentiation cellular pathway as a possible route to understanding better the process behind degenerative disc disease.
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- 2010
18. Does MRI add to the prediction of recovery in low back pain patients in general practice?
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de Schepper, E., primary, Koes, B., additional, Oei, E., additional, Bierma-Zeinstra, S., additional, and Luijsterburg, P., additional
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- 2015
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19. Prevalence of lumbar disc disease in patients referred for MRI in general practice
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de Schepper, E., primary, Koes, B., additional, Veldhuizen, E., additional, Oei, E., additional, Bierma-Zeinstra, S., additional, and Luijsterburg, P., additional
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- 2015
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20. Reproductive endocrinology
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Nazzaro, A., primary, Salerno, A., additional, Di Iorio, L., additional, Landino, G., additional, Marino, S., additional, Pastore, E., additional, Fabregues, F., additional, Iraola, A., additional, Casals, G., additional, Creus, M., additional, Peralta, S., additional, Penarrubia, J., additional, Manau, D., additional, Civico, S., additional, Balasch, J., additional, Lindgren, I., additional, Giwercman, Y. L., additional, Celik, E., additional, Turkcuoglu, I., additional, Ata, B., additional, Karaer, A., additional, Kirici, P., additional, Berker, B., additional, Park, J., additional, Kim, J., additional, Rhee, J., additional, Krishnan, M., additional, Rustamov, O., additional, Russel, R., additional, Fitzgerald, C., additional, Roberts, S., additional, Hapuarachi, S., additional, Tan, B. K., additional, Mathur, R. S., additional, van de Vijver, A., additional, Blockeel, C., additional, Camus, M., additional, Polyzos, N., additional, Van Landuyt, L., additional, Tournaye, H., additional, Turhan, N. O., additional, Hizli, D., additional, Kamalak, Z., additional, Kosus, A., additional, Kosus, N., additional, Kafali, H., additional, Lukaszuk, A., additional, Kunicki, M., additional, Liss, J., additional, Bednarowska, A., additional, Jakiel, G., additional, Lukaszuk, K., additional, Lukaszuk, M., additional, Olszak-Sokolowska, B., additional, Wasniewski, T., additional, Neuberg, M., additional, Cavalcanti, V., additional, Peluso, C., additional, Lechado, B. L., additional, Cordts, E. B., additional, Christofolini, D. M., additional, Barbosa, C. P., additional, Bianco, B., additional, Venetis, C. A., additional, Kolibianakis, E. M., additional, Bosdou, J., additional, Tarlatzis, B. C., additional, Onal, M., additional, Gungor, D. N., additional, Acet, M., additional, Kahraman, S., additional, Kuijper, E., additional, Twisk, J., additional, Caanen, M., additional, Korsen, T., additional, Hompes, P., additional, Kushnir, M., additional, Rockwood, A., additional, Meikle, W., additional, Lambalk, C. B., additional, Yan, X., additional, Dai, X., additional, Wang, J., additional, Zhao, N., additional, Cui, Y., additional, Liu, J., additional, Yarde, F., additional, Maas, A. H. E. M., additional, Franx, A., additional, Eijkemans, M. J. C., additional, Drost, J. T., additional, van Rijn, B. B., additional, van Eyck, J., additional, van der Schouw, Y. T., additional, Broekmans, F. J. M., additional, Martyn, F., additional, Anglim, B., additional, Wingfield, M., additional, Fang, T., additional, Yan, G. J., additional, Sun, H. X., additional, Hu, Y. L., additional, Chrudimska, J., additional, Krenkova, P., additional, Macek, M., additional, Teixeira da Silva, J., additional, Cunha, M., additional, Silva, J., additional, Viana, P., additional, Goncalves, A., additional, Barros, N., additional, Oliveira, C., additional, Sousa, M., additional, Barros, A., additional, Nelson, S. M., additional, Lloyd, S. M., additional, McConnachie, A., additional, Khader, A., additional, Fleming, R., additional, Lawlor, D. A., additional, Thuesen, L., additional, Andersen, A. N., additional, Loft, A., additional, Smitz, J., additional, Abdel-Rahman, M., additional, Ismail, S., additional, Silk, J., additional, Abdellah, M., additional, Abdellah, A. H., additional, Ruiz, F., additional, Cruz, M., additional, Piro, M., additional, Collado, D., additional, Garcia-Velasco, J. A., additional, Requena, A., additional, Kollmann, Z., additional, Bersinger, N. A., additional, McKinnon, B., additional, Schneider, S., additional, Mueller, M. D., additional, von Wolff, M., additional, Vaucher, A., additional, Weiss, B., additional, Stute, P., additional, Marti, U., additional, Chai, J., additional, Yeung, W. Y. T., additional, Lee, C. Y. V., additional, Li, W. H. R., additional, Ho, P. C., additional, Ng, H. Y. E., additional, Kim, S. M., additional, Kim, S. H., additional, Jee, B. C., additional, Ku, S., additional, Suh, C. S., additional, Choi, Y. M., additional, Kim, J. G., additional, Moon, S. Y., additional, Lee, J. H., additional, Kim, S. G., additional, Kim, Y. Y., additional, Kim, H. J., additional, Lee, K. H., additional, Park, I. H., additional, Sun, H. G., additional, Hwang, Y. I., additional, Sung, N. Y., additional, Choi, M. H., additional, Cha, S. H., additional, Park, C. W., additional, Kim, J. Y., additional, Yang, K. M., additional, Song, I. O., additional, Koong, M. K., additional, Kang, I. S., additional, Kim, H. O., additional, Haines, C., additional, Wong, W. Y., additional, Kong, W. S., additional, Cheung, L. P., additional, Choy, T. K., additional, Leung, P. C., additional, Fadini, R., additional, Coticchio, G., additional, Renzini, M. M., additional, Guglielmo, M. C., additional, Brambillasca, F., additional, Hourvitz, A., additional, Albertini, D. F., additional, Novara, P., additional, Merola, M., additional, Dal Canto, M., additional, Iza, J. A. A., additional, DePablo, J. L., additional, Anarte, C., additional, Domingo, A., additional, Abanto, E., additional, Barrenetxea, G., additional, Kato, R., additional, Kawachiya, S., additional, Bodri, D., additional, Kondo, M., additional, Matsumoto, T., additional, Maldonado, L. G. L., additional, Setti, A. S., additional, Braga, D. P. A. F., additional, Iaconelli, A., additional, Borges, E., additional, Iaconelli, C., additional, Figueira, R. C. S., additional, Kitaya, K., additional, Taguchi, S., additional, Funabiki, M., additional, Tada, Y., additional, Hayashi, T., additional, Nakamura, Y., additional, Snajderova, M., additional, Zemkova, D., additional, Lanska, V., additional, Teslik, L., additional, Calonge, R. N. -, additional, Ortega, L., additional, Garcia, A., additional, Cortes, S., additional, Guijarro, A., additional, Peregrin, P. C., additional, Bellavia, M., additional, Pesant, M. H., additional, Wirthner, D., additional, Portman, L., additional, de Ziegler, D., additional, Wunder, D., additional, Chen, X., additional, Chen, S. H. L., additional, Liu, Y. D., additional, Tao, T., additional, Xu, L. J., additional, Tian, X. L., additional, Ye, D. S. H., additional, He, Y. X., additional, Carby, A., additional, Barsoum, E., additional, El-Shawarby, S., additional, Trew, G., additional, Lavery, S., additional, Mishieva, N., additional, Barkalina, N., additional, Korneeva, I., additional, Ivanets, T., additional, Abubakirov, A., additional, Chavoshinejad, R., additional, Hartshorne, G. m., additional, Marei, W., additional, Fouladi-nashta, A. a., additional, Kyrkou, G., additional, Trakakis, E., additional, Chrelias, C. H., additional, Alexiou, E., additional, Lykeridou, K., additional, Mastorakos, G., additional, Bersinger, N., additional, Ferrero, H., additional, Gomez, R., additional, Garcia-Pascual, C. M., additional, Simon, C., additional, Pellicer, A., additional, Turienzo, A., additional, Lledo, B., additional, Guerrero, J., additional, Ortiz, J. A., additional, Morales, R., additional, Ten, J., additional, Llacer, J., additional, Bernabeu, R., additional, De Leo, V., additional, Focarelli, R., additional, Capaldo, A., additional, Stendardi, A., additional, Gambera, L., additional, Marca, A. L., additional, Piomboni, P., additional, Kim, J. J., additional, Kang, J. H., additional, Hwang, K. R., additional, Chae, S. J., additional, Yoon, S. H., additional, Ku, S. Y., additional, Iliodromiti, S., additional, Kelsey, T. W., additional, Anderson, R. A., additional, Lee, H. J., additional, Weghofer, A., additional, Kushnir, V. A., additional, Shohat-Tal, A., additional, Lazzaroni, E., additional, Barad, D. H., additional, Gleicher, N. N., additional, Shavit, T., additional, Shalom-Paz, E., additional, Fainaru, O., additional, Michaeli, M., additional, Kartchovsky, E., additional, Ellenbogen, A., additional, Gerris, J., additional, Vandekerckhove, F., additional, Delvigne, A., additional, Dhont, N., additional, Madoc, B., additional, Neyskens, J., additional, Buyle, M., additional, Vansteenkiste, E., additional, De Schepper, E., additional, Pil, L., additional, Van Keirsbilck, N., additional, Verpoest, W., additional, Debacquer, D., additional, Annemans, L., additional, De Sutter, P., additional, Von Wolff, M., additional, Bersinger, N. a., additional, Verit, F. F., additional, Keskin, S., additional, Sargin, A. K., additional, Karahuseyinoglu, S., additional, Yucel, O., additional, Yalcinkaya, S., additional, Comninos, A. N., additional, Jayasena, C. N., additional, Nijher, G. M. K., additional, Abbara, A., additional, De Silva, A., additional, Veldhuis, J. D., additional, Ratnasabapathy, R., additional, Izzi-Engbeaya, C., additional, Lim, A., additional, Patel, D. A., additional, Ghatei, M. A., additional, Bloom, S. R., additional, Dhillo, W. S., additional, Colodron, M., additional, Guillen, J. J., additional, Garcia, D., additional, Coll, O., additional, Vassena, R., additional, Vernaeve, V., additional, Pazoki, H., additional, Bolouri, G., additional, Farokhi, F., additional, Azarbayjani, M. A., additional, Alebic, M. S., additional, Stojanovic, N., additional, Abali, R., additional, Yuksel, A., additional, Aktas, C., additional, Celik, C., additional, Guzel, S., additional, Erfan, G., additional, Sahin, O., additional, Zhongying, H., additional, Shangwei, L., additional, Qianhong, M., additional, Wei, F., additional, Lei, L., additional, Zhun, X., additional, Yan, W., additional, De Baerdemaeker, A., additional, Tilleman, K., additional, Vansteelandt, S., additional, Oliveira, J. B. A., additional, Baruffi, R. L. R., additional, Petersen, C. G., additional, Mauri, A. L., additional, Nascimento, A. M., additional, Vagnini, L., additional, Ricci, J., additional, Cavagna, M., additional, Massaro, F. C., additional, Pontes, A., additional, Franco, J. G., additional, El-khayat, W., additional, Elsadek, M., additional, Foroozanfard, F., additional, Saberi, H., additional, Moravvegi, A., additional, Kazemi, M., additional, Gidoni, Y. S., additional, Raziel, A., additional, Friedler, S., additional, Strassburger, D., additional, Hadari, D., additional, Kasterstein, E., additional, Ben-Ami, I., additional, Komarovsky, D., additional, Maslansky, B., additional, Bern, O., additional, Ron-El, R., additional, Izquierdo, M. P., additional, Araico, F., additional, Somova, O., additional, Feskov, O., additional, Feskova, I., additional, Bezpechnaya, I., additional, Zhylkova, I., additional, Tishchenko, O., additional, Oguic, S. K., additional, Baldani, D. P., additional, Skrgatic, L., additional, Simunic, V., additional, Vrcic, H., additional, Rogic, D., additional, Juras, J., additional, Goldstein, M. S., additional, Garcia De Miguel, L., additional, Campo, M. C., additional, Gurria, A., additional, Alonso, J., additional, Serrano, A., additional, Marban, E., additional, Shalev, L., additional, Yung, Y., additional, Yerushalmi, G., additional, Giovanni, C., additional, Has, J., additional, Maman, E., additional, Monterde, M., additional, Marzal, A., additional, Vega, O., additional, Rubio, J. m., additional, Diaz-Garcia, C., additional, Eapen, A., additional, Datta, A., additional, Kurinchi-selvan, A., additional, Birch, H., additional, Lockwood, G. M., additional, Ornek, M. C., additional, Ates, U., additional, Usta, T., additional, Goksedef, C. P., additional, Bruszczynska, A., additional, Glowacka, J., additional, Jaguszewska, K., additional, Oehninger, S., additional, Nelson, S., additional, Verweij, P., additional, Stegmann, B., additional, Ando, H., additional, Takayanagi, T., additional, Minamoto, H., additional, Suzuki, N., additional, Rubinshtein, N., additional, Saltek, S., additional, Demir, B., additional, Dilbaz, B., additional, Demirtas, C., additional, Kutteh, W., additional, Shapiro, B., additional, Witjes, H., additional, Gordon, K., additional, Lauritsen, M. P., additional, Pinborg, A., additional, Freiesleben, N. L., additional, Mikkelsen, A. L., additional, Bjerge, M. R., additional, Chakraborty, P., additional, Goswami, S. K., additional, Chakravarty, B. N., additional, Mittal, M., additional, Bajoria, R., additional, Narvekar, N., additional, Chatterjee, R., additional, Bentzen, J. G., additional, Johannsen, T. H., additional, Scheike, T., additional, Friis-Hansen, L., additional, Sunkara, S., additional, Coomarasamy, A., additional, Faris, R., additional, Braude, P., additional, Khalaf, Y., additional, Makedos, A., additional, Masouridou, S., additional, Chatzimeletiou, K., additional, Zepiridis, L., additional, Mitsoli, A., additional, Lainas, G., additional, Sfontouris, I., additional, Tzamtzoglou, A., additional, Kyrou, D., additional, Lainas, T., additional, Fermin, A., additional, Crisol, L., additional, Exposito, A., additional, Prieto, B., additional, Mendoza, R., additional, Matorras, R., additional, Louwers, Y., additional, Lao, O., additional, Kayser, M., additional, Palumbo, A., additional, Sanabria, V., additional, Rouleau, J. P., additional, Puopolo, M., additional, Hernandez, M. J., additional, Rubio, J. M., additional, Ozturk, S., additional, Sozen, B., additional, Yaba-Ucar, A., additional, Mutlu, D., additional, Demir, N., additional, Olsson, H., additional, Sandstrom, R., additional, Grundemar, L., additional, Papaleo, E., additional, Corti, L., additional, Rabellotti, E., additional, Vanni, V. S., additional, Potenza, M., additional, Molgora, M., additional, Vigano, P., additional, Candiani, M., additional, Fernandez-Sanchez, M., additional, Bosch, E., additional, Visnova, H., additional, Barri, P., additional, Fauser, B. J. C. M., additional, Arce, J. C., additional, Peluso, P., additional, Trevisan, C. M., additional, Fonseca, F. A., additional, Bakas, P., additional, Vlahos, N., additional, Hassiakos, D., additional, Tzanakaki, D., additional, Gregoriou, O., additional, Liapis, A., additional, Creatsas, G., additional, Adda-Herzog, E., additional, Steffann, J., additional, Sebag-Peyrelevade, S., additional, Poulain, M., additional, Benachi, A., additional, Fanchin, R., additional, Zhang, D., additional, Aybar, F., additional, Temel, S., additional, Hamdine, O., additional, Macklon, N. S., additional, Laven, J. S., additional, Cohlen, B. J., additional, Verhoeff, A., additional, van Dop, P. A., additional, Bernardus, R. E., additional, Oosterhuis, G. J. E., additional, Holleboom, C. A. G., additional, van den Dool-Maasland, G. C., additional, Verburg, H. J., additional, van der Heijden, P. F. M., additional, Blankhart, A., additional, Fauser, B. C. J. M., additional, Broekmans, F. J., additional, Bhattacharya, J., additional, Mitra, A., additional, Dutta, G. B., additional, Kundu, A., additional, Bhattacharya, M., additional, Kundu, S., additional, Pigny, P., additional, Dassonneville, A., additional, Catteau-Jonard, S., additional, Decanter, C., additional, Dewailly, D., additional, Pouly, J., additional, Olivennes, F., additional, Massin, N., additional, Celle, M., additional, Caizergues, N., additional, Gaudoin, M., additional, Messow, M., additional, Vanhove, L., additional, Peigne, M., additional, Thomas, P., additional, and Robin, G., additional
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- 2013
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21. Diagnosis of lumbar spinal stenosis: an updated systematic review
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de Schepper, E., primary, Overdevest, G., additional, Suri, P., additional, Peul, W., additional, Oei, E., additional, Koes, B., additional, Bierma-Zeinstra, S., additional, and Luijsterburg, P., additional
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- 2012
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22. 081 DISC DEGENERATION OF THE UPPER LUMBAR DISCS IS ASSOCIATED WITH HIP PAIN
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de Schepper, E., primary, Damen, J., additional, Hofman, A., additional, Koes, B., additional, and Bierma-Zeinstra, S., additional
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- 2010
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23. Dutch GP healthcare consumption in COVID-19 heterogeneous regions: an interregional time-series approach in 2020-2021.
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Homburg M, Berger M, Berends M, Meijer E, Kupers T, Ramerman L, Rijpkema C, de Schepper E, Olde Hartman T, Muris J, Verheij R, and Peters L
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Background: Many countries observed a sharp decline in the use of general practice services after the outbreak of the COVID-19 pandemic. However, research has not yet considered how changes in healthcare consumption varied among regions with the same restrictive measures but different COVID-19 prevalence., Aim: To investigate how the COVID-19 pandemic affected healthcare consumption in Dutch general practice during 2020 and 2021, among regions with known heterogeneity in COVID-19 prevalence, from a pre-pandemic baseline in 2019., Design & Setting: Population-based cohort study using electronic health records. The study was undertaken in Dutch general practices involved in regional research networks., Method: An interrupted time-series analysis of changes in healthcare consumption from before to during the pandemic was performed. Descriptive statistics were used on the number of potential COVID-19-related contacts, reason for contact, and type of contact., Results: The study covered 3 595 802 contacts (425 639 patients), 3 506 637 contacts (433 340 patients), and 4 105 413 contacts (434 872 patients) in 2019, 2020, and 2021, respectively. Time-series analysis revealed a significant decrease in healthcare consumption after the outbreak of the pandemic. Despite interregional heterogeneity in COVID-19 prevalence, healthcare consumption decreased comparably over time in the three regions, before rebounding to a level significantly higher than baseline in 2021. Physical consultations transitioned to phone or digital over time., Conclusion: Healthcare consumption decreased irrespective of the regional prevalence of COVID-19 from the start of the pandemic, with the Delta variant triggering a further decrease. Overall, changes in care consumption appeared to reflect contextual factors and societal restrictions rather than infection rates., (Copyright © 2024, The Authors.)
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- 2024
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24. Incidence and management of mallet finger in Dutch primary care: a cohort study.
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Krastman P, de Schepper E, Bindels P, Bierma-Zeinstra S, Kraan G, and Runhaar J
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Background: A mallet finger (MF) is diagnosed clinically and can be managed in primary care. The actual incidence of MF and how it is managed in primary care is unknown., Aim: To determine the incidence of MF in primary care and to obtain estimates for the proportions of osseous and tendon MF. An additional aim was to gain insight into the management of patients diagnosed with MF in primary care., Design & Setting: A cohort study using a healthcare registration database from general practice in the Netherlands., Method: Patients aged ≥18 years with a new diagnosis of MF from 1 January 2015-31 December 2019 were selected using a search algorithm based on International Classification of Primary Care (ICPC) coding., Results: In total, 161 cases of MF were identified. The mean incidence was 0.58 per 1000 person-years. A radiograph was taken in 58% ( n = 93) of cases; 23% ( n = 37) of cases had an osseous MF. The most applied strategies were referral to secondary care (45%) or conservative treatment in GP practice (43%). Overall, 7% were referred to a paramedical professional., Conclusion: On average, a Dutch GP assesses ≥1 patient with MF per year. Since only a minimal number of patients required surgical treatment and a limited number of GPs requested radiography, the recommendation in the guidelines to perform radiography in all patients with MF should potentially be reconsidered. The purpose of requesting radiographs should not be to distinguish between a tendinogenic or osseous MF, but to assess whether there is a possible indication for surgery., (Copyright © 2024, The Authors.)
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- 2024
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25. Air pollution and childhood respiratory consultations in primary care: a systematic review.
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Fonderson MS, van Meel ER, Bindels P, Bohnen A, Burdorf A, and de Schepper E
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- Humans, Child, Environmental Exposure adverse effects, Particulate Matter adverse effects, Particulate Matter analysis, Referral and Consultation statistics & numerical data, Risk Factors, Child, Preschool, Primary Health Care, Air Pollution adverse effects, Respiratory Tract Diseases etiology, Respiratory Tract Diseases epidemiology, Air Pollutants adverse effects, Air Pollutants analysis
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Background: Outdoor air pollution is a known risk factor for respiratory morbidity worldwide. Compared with the adult population, there are fewer studies that analyse the association between short-term exposure to air pollution and respiratory morbidity in children in primary care., Objective: To evaluate whether children in a primary care setting exposed to outdoor air pollutants during short-term intervals are at increased risk of respiratory diagnoses., Methods: A search in Medline, the Cochrane Library, Web of Science and Embase databases throughout March 2023. Percentage change or risk ratios with corresponding 95% CI for the association between air pollutants and respiratory diseases were retrieved from individual studies. Risk of bias assessment was conducted with the Newcastle-Ottawa Scale (NOS) for cohort or case-control studies and an adjusted NOS for time series studies., Results: From 1366 studies, 14 were identified as meeting the inclusion criteria. Most studies had intermediate or high quality. A meta-analysis was not conducted due to heterogeneity in exposure and health outcome. Overall, studies on short-term exposure to air pollutants (carbon monoxide (CO), sulfur dioxide (SO
2 ), nitrogen dioxide (NO2 ) and particulate matter ≤10 µm (PM10 )) were associated with increased childhood respiratory consultations in primary care. In general, exposure to ozone was associated with a reduction in respiratory consultations., Conclusions: The evidence suggests CO, SO2 , NO2 , PM10 and PM2.5 are risk factors for respiratory diseases in children in primary care in the short term. However, given the heterogeneity of the studies, interpretation of these findings must be done with caution., Prospero Registration Number: CRD42022259279., Competing Interests: Competing interests: None declared., (© Author(s) (or their employer(s)) 2024. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.)- Published
- 2024
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26. A Natural Language Processing Model for COVID-19 Detection Based on Dutch General Practice Electronic Health Records by Using Bidirectional Encoder Representations From Transformers: Development and Validation Study.
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Homburg M, Meijer E, Berends M, Kupers T, Olde Hartman T, Muris J, de Schepper E, Velek P, Kuiper J, Berger M, and Peters L
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- Humans, Electronic Health Records, Natural Language Processing, Pandemics, COVID-19 diagnosis, COVID-19 epidemiology, General Practice
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Background: Natural language processing (NLP) models such as bidirectional encoder representations from transformers (BERT) hold promise in revolutionizing disease identification from electronic health records (EHRs) by potentially enhancing efficiency and accuracy. However, their practical application in practice settings demands a comprehensive and multidisciplinary approach to development and validation. The COVID-19 pandemic highlighted challenges in disease identification due to limited testing availability and challenges in handling unstructured data. In the Netherlands, where general practitioners (GPs) serve as the first point of contact for health care, EHRs generated by these primary care providers contain a wealth of potentially valuable information. Nonetheless, the unstructured nature of free-text entries in EHRs poses challenges in identifying trends, detecting disease outbreaks, or accurately pinpointing COVID-19 cases., Objective: This study aims to develop and validate a BERT model for detecting COVID-19 consultations in general practice EHRs in the Netherlands., Methods: The BERT model was initially pretrained on Dutch language data and fine-tuned using a comprehensive EHR data set comprising confirmed COVID-19 GP consultations and non-COVID-19-related consultations. The data set was partitioned into a training and development set, and the model's performance was evaluated on an independent test set that served as the primary measure of its effectiveness in COVID-19 detection. To validate the final model, its performance was assessed through 3 approaches. First, external validation was applied on an EHR data set from a different geographic region in the Netherlands. Second, validation was conducted using results of polymerase chain reaction (PCR) test data obtained from municipal health services. Lastly, correlation between predicted outcomes and COVID-19-related hospitalizations in the Netherlands was assessed, encompassing the period around the outbreak of the pandemic in the Netherlands, that is, the period before widespread testing., Results: The model development used 300,359 GP consultations. We developed a highly accurate model for COVID-19 consultations (accuracy 0.97, F
1 -score 0.90, precision 0.85, recall 0.85, specificity 0.99). External validations showed comparable high performance. Validation on PCR test data showed high recall but low precision and specificity. Validation using hospital data showed significant correlation between COVID-19 predictions of the model and COVID-19-related hospitalizations (F1 -score 96.8; P<.001; R2 =0.69). Most importantly, the model was able to predict COVID-19 cases weeks before the first confirmed case in the Netherlands., Conclusions: The developed BERT model was able to accurately identify COVID-19 cases among GP consultations even preceding confirmed cases. The validated efficacy of our BERT model highlights the potential of NLP models to identify disease outbreaks early, exemplifying the power of multidisciplinary efforts in harnessing technology for disease identification. Moreover, the implications of this study extend beyond COVID-19 and offer a blueprint for the early recognition of various illnesses, revealing that such models could revolutionize disease surveillance., (©Maarten Homburg, Eline Meijer, Matthijs Berends, Thijmen Kupers, Tim Olde Hartman, Jean Muris, Evelien de Schepper, Premysl Velek, Jeroen Kuiper, Marjolein Berger, Lilian Peters. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 04.10.2023.)- Published
- 2023
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27. Consensus for Statements Regarding a Definition for Spinal Osteoarthritis for Use in Research and Clinical Practice: A Delphi Study.
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de Luca K, Chiarotto A, Cicuttini F, Creemers L, de Schepper E, Ferreira PH, Foster NE, Hartvigsen J, Kawchuk G, Little CB, Oei EH, Suri P, Vleggeert-Lankamp C, Bierma-Zeinstra SMA, and Ferreira ML
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- Humans, Male, Female, Consensus, Delphi Technique, Surveys and Questionnaires, Osteoarthritis, Spine, Spondylarthritis, Osteoarthritis
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Objective: To determine consensus among an international, multidisciplinary group of experts regarding definitions of spinal osteoarthritis for research and for clinical practice., Methods: A 15-member, multidisciplinary steering committee generated 117 statements for a 3-round Delphi study. Experts in back pain and/or osteoarthritis were identified and invited to participate. In round 1, participants could propose additional statements for voting. All statements were rated on a 1-9 Likert scale, and consensus was set at ≥70% of respondents agreeing or disagreeing with the statement and <15% of respondents providing the opposite response., Results: In total, 255 experts from 11 different professional backgrounds were invited. From 173 available experts, 116 consented to participate. In round 1, 103 participants completed the survey, followed by 85 of 111 participants in round 2 (77%) and 87 of 101 participants in round 3 (86%). One-third of participants were from Europe (30%), most were male (58%), one-fifth were physical therapists (21%), and over one-third had been in their profession for 11-20 years (35%). Of 131 statements, consensus was achieved for 71 statements (54%): 53 in agreement (75%) and 18 in disagreement (25%)., Conclusion: Although there was consensus for statements for definitions of spinal osteoarthritis that were analogous to definitions of osteoarthritis in appendicular joints, a future definition still needs refinement. Importantly, this Delphi highlighted that a future definition should be considered across a spectrum of structural changes and patient symptoms and expressed on a progressive scale., (© 2021 American College of Rheumatology.)
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- 2023
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28. Occurrence of comorbidity following osteoarthritis diagnosis: a cohort study in the Netherlands.
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Kamps A, Runhaar J, de Ridder MAJ, de Wilde M, van der Lei J, Zhang W, Prieto-Alhambra D, Englund M, de Schepper EIT, and Bierma-Zeinstra SMA
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- Adult, Humans, Cohort Studies, Netherlands epidemiology, Comorbidity, Osteoarthritis, Hip diagnosis, Osteoarthritis, Hip epidemiology, Fibromyalgia diagnosis, Fibromyalgia epidemiology, Osteoarthritis, Knee diagnosis, Osteoarthritis, Knee epidemiology
- Abstract
Objective: To determine the risk of comorbidity following diagnosis of knee or hip osteoarthritis (OA)., Design: A cohort study was conducted using the Integrated Primary Care Information database, containing electronic health records of 2.5 million patients from the Netherlands. Adults at risk for OA were included. Diagnosis of knee or hip OA (=exposure) and 58 long-term comorbidities (=outcome) were defined by diagnostic codes following the International Classification of Primary Care coding system. Time between the start of follow-up and incident diagnosis of OA was defined as unexposed, and between diagnosis of OA and the end of follow-up as exposed. Age and sex adjusted hazard ratios (HRs) comparing comorbidity rates in exposed and unexposed patient time were estimated with 99.9% confidence intervals (CI)., Results: The study population consisted of 1,890,712 patients. For 30 of the 58 studied comorbidities, exposure to knee OA showed a HR larger than 1. Largest positive associations (HR with (99.9% CIs)) were found for obesity 2.55 (2.29-2.84) and fibromyalgia 2.06 (1.53-2.77). For two conditions a HR < 1 was found, other comorbidities showed no association with exposure to knee OA. For 26 comorbidities, exposure to hip OA showed a HR larger than 1. The largest were found for polymyalgia rheumatica 1.81 (1.41-2.32) and fibromyalgia 1.70 (1.10-2.63). All other comorbidities showed no associations with hip OA., Conclusion: This study showed that many comorbidities were diagnosed more often in patients with knee or hip OA. This suggests that the management of OA should consider the risk of other long-term-conditions., (Copyright © 2022 The Author(s). Published by Elsevier Ltd.. All rights reserved.)
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- 2023
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29. Pre-vaccination SARS-CoV-2 seroprevalence among staff and residents of nursing homes in Flanders (Belgium) in fall 2020.
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Janssens H, Heytens S, Meyers E, De Schepper E, De Sutter A, Devleesschauwer B, Formukong A, Keirse S, Padalko E, Geens T, and Cools P
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- 2022
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30. Clinical and radiographic features of spinal osteoarthritis predict long-term persistence and severity of back pain in older adults.
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van den Berg R, Chiarotto A, Enthoven WT, de Schepper E, Oei EHG, Koes BW, and Bierma-Zeinstra SMA
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- Aged, Back Pain diagnostic imaging, Back Pain etiology, Female, Humans, Lumbar Vertebrae diagnostic imaging, Male, Middle Aged, Intervertebral Disc Degeneration, Low Back Pain, Osteoarthritis, Spine diagnostic imaging
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Background: Patients with back pain can show one or more features of spinal osteoarthritis (OA), such as morning stiffness, limited or painful range of motion (ROM), and lumbar disc degeneration (LDD). However, it has not been investigated whether these features are prognostic of long-term back pain., Objectives: This study assessed whether spinal morning stiffness, ROM and LDD are prognostic factors for back pain after 1 year in older adults with back pain., Methods: This prospective observational study (BACE cohort) included patients aged>55 years visiting a general practitioner for a back-pain episode. Baseline patient-reported morning stiffness, physical examined ROM and radiographic LDD features (i.e., multilevel osteophytes and disc space narrowing) were analysed as potential prognostic factors in unadjusted and adjusted regression models with the outcomes of persistent back pain (yes/no) and back pain severity after 1-year follow-up., Results: This study included 543 patients with mean (SD) age 67 (8) years, 59% female, and 62% reporting back pain at 1-year follow-up. When studied in separate adjusted models, persistent back pain was associated with morning stiffness>30min (OR 3.0, 95%CI 1.3; 5.5), restricted lateroflexion (OR 1.8, 95%CI 1.0; 3.2), pain during rotation (OR=1.7, 95%CI 1.0; 2.9), multilevel osteophytes (OR 2.4, 95%CI 1.4; 4.1), and multilevel disc space narrowing (OR 1.5, 95%CI 0.9; 2.4). When investigated in the same adjusted model, persistent back pain remained associated with only morning stiffness>30min (OR 2.4, 95%CI 1.0; 3.9), pain during rotation (OR 1.6, 95%CI 0.9; 2.8), and multilevel osteophytes (OR 2.1, 95%CI 1.2; 3.7). The same spinal OA-related features were associated with back pain severity., Conclusions: Spinal morning stiffness, painful rotation, and multilevel osteophytes are prognostic factors for persistent back pain and back pain severity after 1 year. Evaluating these clinical and radiographic features of spinal OA could help clinicians identify older patients who will experience long-term back pain., (Copyright © 2020. Published by Elsevier Masson SAS.)
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- 2022
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31. Effectiveness of professional and patient-oriented strategies in reducing vitamin D and B12 test ordering in primary care: a cluster randomised intervention study.
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Vugt SV, de Schepper E, van Delft S, Zuithoff N, de Wit N, and Bindels P
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Background: Vitamin tests are increasingly ordered by GPs, but a clinical and evidence-based indication is often lacking. Harnessing technology (that is, decision support tools and redesigning request forms) have been shown to reduce vitamin requests., Aim: To investigate whether the number of vitamin tests may be reduced by providing a multi-level intervention programme based on training, monitoring, and feedback., Design & Setting: This was a cluster randomised intervention study performed in 26 primary care health centres (>195 000 patients) in the Netherlands. The relative reduction in ordered vitamin D and B12 tests was determined after introduction of two de-implementation strategies (1 May 2017 to 30 April 2018)., Method: Health centres randomised to de-implementation strategy 1 received education and benchmarking of their own vitamin test ordering behaviour every 3 months. Health centres in de-implementation strategy 2 received the same education and benchmarking, but supplemented with educational material for patients., Results: The number of vitamin D tests decreased by 23% compared to the 1-year pre-intervention period (1 May 2016 to 30 April 2017). For vitamin B12 tests an overall reduction of 20% was found. Provision of patient educational information showed additional value over training and benchmarking of GPs alone for vitamin D test ordering (10% extra reduction, odds ratio [OR] 0.88, 95% confidence interval [CI] = 0.83 to 0.92), but not for vitamin B12 ordering (4% extra reduction, OR 0.96, 95% CI = 0.91 to 1.02). Nationwide, this would result in over €3 200 000 in savings on healthcare expenditure a year., Conclusion: A structured intervention programme, including training and benchmarking of GPs regarding their diagnostic test ordering, resulted in a significant reduction in ordered vitamin tests. Additional information provision to patients resulted in a small but still relevant additional reduction. If implemented on a national level, a substantial cost saving could be achieved., (Copyright © 2021, The Authors.)
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- 2021
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32. The association between pro-inflammatory biomarkers and nonspecific low back pain: a systematic review.
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van den Berg R, Jongbloed EM, de Schepper EIT, Bierma-Zeinstra SMA, Koes BW, and Luijsterburg PAJ
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- Animals, Biomarkers blood, C-Reactive Protein metabolism, Cross-Sectional Studies, Humans, Low Back Pain etiology, Prognosis, Interleukin-6 blood, Low Back Pain blood, Tumor Necrosis Factor-alpha blood
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Background Context: About 85% of the patients with low back pain seeking medical care have nonspecific low back pain (NsLBP), implying that no definitive cause can be identified. Nonspecific low back pain is defined as low back pain and disability which cannot be linked to an underlying pathology, such as cancer, spinal osteomyelitis, fracture, spinal stenosis, cauda equine, ankylosing spondylitis, and visceral-referred pain. Many pain conditions are linked with elevated serum levels of pro-inflammatory biomarkers. Outcomes of interest are NsLBP and the level of pro-inflammatory biomarkers., Purpose: To unravel the etiology and get better insight in the prognosis of NsLBP, the aim of this study was to assess the association between pro-inflammatory biomarkers and the presence and severity of NsLBP., Study Design: A systematic literature search was made in Embase, Medline, Cinahl, Webof-science, and Google scholar up to January 19th 2017., Methods: Included were cross-sectional and cohort studies reporting on patients aged over 18 years with NsLBP, in which one or more pro-inflammatory biomarkers were measured in blood plasma. The methodological quality of the included studies was assessed using the Newcastle Ottawa Scale. A best-evidence synthesis was used to summarize the results from the individual studies, meaning that the included studies were ranked according to the consistency of the findings and according to their methodological quality score using the Newcastle Ottawa Scale., Results: Included were 10 studies which assessed four different pro-inflammatory biomarkers. For the association between the presence of NsLBP and C-reactive protein (CRP), interleukin 6 (IL-6) and tumor necrosis factor (TNF)-α limited, conflicting and moderate evidence, respectively, was found. For the association between the severity of NsLBP and CRP and IL-6, moderate evidence was found. For the association between the severity of NsLBP and TNF-α and RANTES Regulated on Activation, Normal T Cell Expressed and Secreted conflicting and limited evidence, respectively, was found., Conclusions: This study found moderate evidence for (i) a positive association between the pro-inflammatory biomarkers CRP and IL-6 and the severity of NsLBP, and (ii) a positive association between TNF-α and the presence of NsLBP. Conflicting and limited evidence was found for the association between TNF-α and Regulated on Activation, Normal T Cell Expressed and Secreted and severity of NsLBP, respectively., (Copyright © 2018 Elsevier Inc. All rights reserved.)
- Published
- 2018
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33. Do Physical Activities Trigger Flare-ups During an Acute Low Back Pain Episode?: A Longitudinal Case-Crossover Feasibility Study.
- Author
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Suri P, Rainville J, de Schepper E, Martha J, Hartigan C, and Hunter DJ
- Subjects
- Adult, Aged, Feasibility Studies, Female, Humans, Low Back Pain diagnosis, Low Back Pain physiopathology, Male, Middle Aged, Prospective Studies, Stress, Physiological physiology, Depression physiopathology, Exercise, Low Back Pain etiology, Posture physiology
- Abstract
Study Design: Prospective, longitudinal case-crossover study., Objective: The aim of this study was to determine whether physical activities trigger flare-ups of pain during the course of acute low back pain (LBP)., Summary of Background Data: .: There exist no evidence-based estimates for the transient risk of pain flare-ups associated with specific physical activities, during acute LBP., Methods: Participants with LBP of duration <3 months completed frequent, Internet-based serial assessments at both 3- and 7-day intervals for 6 weeks. At each assessment, participants reported whether they had engaged in specific physical activity exposures, or experienced stress or depression, during the past 24 hours. Participants also reported whether they were currently experiencing a LBP flare-up, defined as "a period of increased pain lasting at least 2 hours, when your pain intensity is distinctly worse than it has been recently." Odds ratios (ORs) and 95% confidence intervals (CIs) were calculated for associations between potential triggers during the past 24 hours, and the risk of LBP flare-ups, using conditional logistic regression., Results: Of 48 participants followed longitudinally, 30 participants had both case ("flare") and control periods and contributed data to the case-crossover analysis. There were 81 flare periods and 247 control periods, an average of 11 periods per participant. Prolonged sitting (>6 hours) was the only activity that was significantly associated with flare-ups(OR 4.4, 95% CI 2.0-9.7; P < 0.001). Having either stress or depression was also significantly associated with greater risk of flare-ups (OR 2.5, 95% CI 1.0-6.0; P = 0.04). In multivariable analyses, prolonged sitting (OR 4.2, 95% CI 1.9-9.1; P < 0.001), physical therapy (PT) (OR 0.4, 95% CI 0.1-1.0; P = 0.05), and stress/depression (OR 2.8, 95% CI 1.2-6.7; P = 0.02) were independently and significantly associated with LBP flare-up risk., Conclusion: Among participants with acute LBP, prolonged sitting (>6 hours) and stress or depression triggered LBP flare-ups. PT was a deterrent of flare-ups., Level of Evidence: 2.
- Published
- 2018
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34. Reliability and clinical correlates of the Astrand-Rhyming sub-maximal exercise test in patients with schizophrenia or schizoaffective disorder.
- Author
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Vancampfort D, Guelinckx H, De Hert M, Stubbs B, Soundy A, Rosenbaum S, De Schepper E, and Probst M
- Subjects
- Adult, Exercise Test methods, Female, Humans, Male, Middle Aged, Oxygen Consumption physiology, Reproducibility of Results, Surveys and Questionnaires, Young Adult, Exercise Test standards, Psychotic Disorders diagnosis, Psychotic Disorders physiopathology, Schizophrenia diagnosis, Schizophrenia physiopathology
- Abstract
Cardiovascular fitness is reduced in people with schizophrenia and is related to an increased morbidity and mortality. There is mounting interest in the accurate measurement of cardiovascular fitness in schizophrenia, yet existing measures used in the general population have not been tested on validity and reliability in this high-risk group. Therefore, we examined the reproducibility and feasibility of the Astrand-Rhyming sub-maximal exercise test in patients with schizophrenia or schizoaffective disorder. Secondary aims were to assess minimal detectable changes, practice effects and the presence of clinical symptoms that are associated with cardio-respiratory fitness (expressed as estimated oxygen uptake). From 47 patients with schizophrenia or schizoaffective disorder two trials of the Astrand-Rhyming test, administered within three days, were analysed. The intraclass correlation coefficient for the estimated oxygen uptake between the two tests was 0.92 (95% confidence interval: 0.85-0.95). The minimal detectable change was 6.5mlO2/min/kg. No practice effect could be detected. A backward regression analysis demonstrated that illness duration, negative symptoms and level of physical activity explained 63.0% of the variance in estimated oxygen uptake. The current study demonstrates that the Astrand-Rhyming test can be recommended for evaluating the aerobic fitness in patients with schizophrenia or schizoaffective disorder., (Copyright © 2014 Elsevier Ireland Ltd. All rights reserved.)
- Published
- 2014
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35. Factors modifying the risk for developing acute skin toxicity after whole-breast intensity modulated radiotherapy.
- Author
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De Langhe S, Mulliez T, Veldeman L, Remouchamps V, van Greveling A, Gilsoul M, De Schepper E, De Ruyck K, De Neve W, and Thierens H
- Subjects
- Adult, Aged, Aged, 80 and over, Breast Neoplasms surgery, Chemotherapy, Adjuvant adverse effects, Dose Fractionation, Radiation, Dose-Response Relationship, Radiation, Female, Humans, Mastectomy, Segmental, Middle Aged, MutL Protein Homolog 1, Polymorphism, Single Nucleotide, Risk Factors, Severity of Illness Index, Adaptor Proteins, Signal Transducing genetics, Antineoplastic Agents, Hormonal adverse effects, Breast Neoplasms genetics, Breast Neoplasms therapy, Nuclear Proteins genetics, Radiodermatitis epidemiology, Radiotherapy, Intensity-Modulated adverse effects
- Abstract
Background: After breast-conserving radiation therapy most patients experience acute skin toxicity to some degree. This may impair patients' quality of life, cause pain and discomfort. In this study, we investigated treatment and patient-related factors, including genetic polymorphisms, that can modify the risk for severe radiation-induced skin toxicity in breast cancer patients., Methods: We studied 377 patients treated at Ghent University Hospital and at ST.-Elisabeth Clinic and Maternity in Namur, with adjuvant intensity modulated radiotherapy (IMRT) after breast-conserving surgery for breast cancer. Women were treated in a prone or supine position with normofractionated (25 × 2 Gy) or hypofractionated (15 × 2.67 Gy) IMRT alone or in combination with other adjuvant therapies. Patient- and treatment-related factors and genetic markers in regulatory regions of radioresponsive genes and in LIG3, MLH1 and XRCC3 genes were considered as variables. Acute dermatitis was scored using the CTCAEv3.0 scoring system. Desquamation was scored separately on a 3-point scale (0-none, 1-dry, 2-moist)., Results: Two-hundred and twenty patients (58%) developed G2+ dermatitis whereas moist desquamation occurred in 56 patients (15%). Normofractionation (both p < 0.001), high body mass index (BMI) (p = 0.003 and p < 0.001), bra cup size ≥ D (p = 0.001 and p = 0.043) and concurrent hormone therapy (p = 0.001 and p = 0.037) were significantly associated with occurrence of acute dermatitis and moist desquamation, respectively. Additional factors associated with an increased risk of acute dermatitis were the genetic variation in MLH1 rs1800734 (p=0.008), smoking during RT (p = 0.010) and supine IMRT (p = 0.004). Patients receiving trastuzumab showed decreased risk of acute dermatitis (p < 0.001)., Conclusions: The normofractionation schedule, supine IMRT, concomitant hormone treatment and patient related factors (high BMI, large breast, smoking during treatment and the genetic variation in MLH1 rs1800734) were associated with increased acute skin toxicity in patients receiving radiation therapy after breast-conserving surgery. Trastuzumab seemed to be protective.
- Published
- 2014
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36. Association of lumbar disc degeneration with osteoporotic fractures; the Rotterdam study and meta-analysis from systematic review.
- Author
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Castaño-Betancourt MC, Oei L, Rivadeneira F, de Schepper EI, Hofman A, Bierma-Zeinstra S, Pols HA, Uitterlinden AG, and Van Meurs JB
- Subjects
- Bone Density physiology, Female, Humans, Intervertebral Disc Degeneration metabolism, Intervertebral Disc Displacement metabolism, Male, Osteoporotic Fractures metabolism, Risk Factors, Intervertebral Disc Degeneration epidemiology, Intervertebral Disc Displacement epidemiology, Osteoporotic Fractures epidemiology
- Abstract
Objective: To investigate the relation between lumbar disc degeneration (LDD) and all type of osteoporotic (OP) fractures including vertebral., Methods: This study is part of the Rotterdam study, a large prospective population-based cohort study among men and women aged 55years and over. In 2819 participants spine radiographs were scored for LDD (osteophytes and disc space narrowing (DSN)) from L1 till S1, using the Lane atlas. Osteoporotic (OP) fracture data were collected and verified by specialists during 12.8years. We considered two types of vertebral fractures (VFx): Clinical VFx (symptomatic fractures recorded by medical practitioners) and Radiographic VFx (using the McCloskey-Kanis method). Meta-analysis of published studies reporting an association of LDD features and VFx was performed. Differences in Bone Mineral Density (BMD) between participants with and without LDD features were analyzed using ANOVA. Risk of OP-fractures was analyzed using Cox regression., Results: In a total of 2385 participants, during 12.8years follow-up, 558 suffered an OP-fracture. Subjects with LDD had an increased OP fracture risk compared to subjects without LDD (HR: 1.29, CI: 1.04-1.60). LDD-cases have between 0.3 and 0.72 standard deviations more BMD than non-cases in all analyzed regions including total body BMD and skull BMD (P<0.001). Only males with LDD had increased risk for OP-fractures compared to males without LDD (adjusted-HR: 1.80, 95%CI: 1.20-2.70, P=0.005). The risk was also higher for VFx in males (HR: 1.64, CI: 1.03-2.60, P: 0.04). The association LDD-OP-fractures in females was lower and not significant (adjusted-HR: 1.08, 95%CI: 0.82-1.41). Meta-analyses showed that the risk of VFx in subjects with LDD has been studied only in women and there is not enough evidence to confidently analyze the relationship between LDD-features (DSN or/and OPH) and VFx due to low power and heterogeneity in phenotype definition in the collected studies., Conclusions: Male subjects with LDD have a higher osteoporotic fracture risk, in spite of systemically higher BMD., (© 2013.)
- Published
- 2013
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37. Association between spinal morning stiffness and lumbar disc degeneration: the Rotterdam Study.
- Author
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Scheele J, de Schepper EI, van Meurs JB, Hofman A, Koes BW, Luijsterburg PA, and Bierma-Zeinstra SM
- Subjects
- Aged, Arthralgia epidemiology, Cross-Sectional Studies, Female, Hip Joint diagnostic imaging, Humans, Intervertebral Disc Degeneration epidemiology, Knee Joint diagnostic imaging, Low Back Pain epidemiology, Male, Netherlands epidemiology, Osteoarthritis, Hip diagnostic imaging, Osteoarthritis, Hip epidemiology, Osteoarthritis, Knee diagnostic imaging, Osteoarthritis, Knee epidemiology, Osteophyte epidemiology, Periodicity, Radiography, Intervertebral Disc Degeneration diagnostic imaging, Lumbar Vertebrae diagnostic imaging, Osteophyte diagnostic imaging
- Abstract
Objective: To explore the associations between spinal morning stiffness and lumbar disc degeneration (LDD)., Design: Data from a cross-sectional general population-based study (Rotterdam Study-I) were used. Intervertebral disc spaces and osteophytes of people aged ≥55 years were scored on lumbar lateral radiographs (L1-2 through L5-S1 was scored). Logistic regression analysis was used to explore associations between spinal morning stiffness and two definitions of LDD (i.e., 'narrowing' and 'osteophytes'). Spinal morning stiffness combined with low back pain and its association with LDD was also analyzed. Similar analyses were performed for knee and hip pain, morning stiffness in the legs, and radiographic knee and hip osteoarthritis (OA) in order to compare these associations with those of LDD. All analyses were adjusted for age, gender, and body mass index (BMI)., Results: Lumbar lateral radiographs were scored for 2,819 participants. Both definitions of LDD were associated with spinal morning stiffness: adjusted odds ratio (aOR) 1.3; 95% confidence interval (CI): 1.1-1.6 for 'osteophytes' and aOR 1.8; 95% CI: 1.4-2.2 for 'narrowing'. Both the odds ratios increased when spinal morning stiffness was combined with low back pain: aOR 1.5; 95% CI: 1.1-2.0 for 'osteophytes' and aOR 2.5; 95% CI: 1.9-3.4 for 'narrowing'. When morning stiffness in the legs was combined with knee or hip pain, the associations with radiographic knee or hip OA were: aOR 3.0; 95% CI: 2.1-4.1 for knee OA and aOR 3.1; 95% CI: 1.9-5.0 for hip OA., Conclusions: Reported spinal morning stiffness is associated with LDD. The associations increased when we combined spinal morning stiffness with low back pain. The magnitude of the association for the definition 'narrowing' is similar to the association between morning stiffness in the legs and knee or hip OA., (Copyright © 2012 Osteoarthritis Research Society International. Published by Elsevier Ltd. All rights reserved.)
- Published
- 2012
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38. Walking capacity is associated with health related quality of life and physical activity level in patients with schizophrenia: a preliminary report.
- Author
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Martín-Sierra A, Vancampfort D, Probst M, Bobes J, Maurissen K, Sweers K, De Schepper E, and De Hert M
- Subjects
- Adolescent, Adult, Aged, Female, Humans, Male, Middle Aged, Surveys and Questionnaires, Young Adult, Motor Activity, Quality of Life, Schizophrenia physiopathology, Walking
- Abstract
Objectives: To examine walking capacity in patients with schizophrenia and the relation with quality of life and physical activity level., Methods: Functional exercise capacity was measured with the 6 Minute Walk Test (6MWT). To asses quality of life and physical activity levels, we used respectively the SF-36 Questionnaire and the Baecke Physical Activity Questionnaire., Results: Walking capacity was strongly related to BMI and quality of life. Physical Activity (PA) was positively related to walking capacity., Conclusion: Present findings confirm that walking capacity could be a good indicator of quality of life and PA level in patients with schizophrenia.
- Published
- 2011
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