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Guiriguet C, Bustos M, Cantenys R, Hermosilla E, Camús J, Medina M, Martín CA, Gonçalves AQ, Gavaldà-Espelta E, Cos FX, Nadal N, Fàbregas M, Fina F, Méndez-Boo L, Balló E, Canela MG, Lladó M, Mas A, Coma E, Rodoreda S. Enhancing the follow-up for patients with type 2 diabetes mellitus using a proactive scheduling computer tool: A paired cohort study in primary care. Prim Care Diabetes 2025; 19:334-340. [PMID: 40157873 DOI: 10.1016/j.pcd.2025.03.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2024] [Revised: 02/21/2025] [Accepted: 03/24/2025] [Indexed: 04/01/2025]
Abstract
AIM To assess the impact of an electronic scheduling tool (Planificat) on the management of type 2 diabetes mellitus (T2DM) in primary care settings. METHODS This paired cohort study used data from the Catalan primary care electronic health records. The intervention cohort, using Planificat, included all patients aged 15 years or older with T2DM and was matched 1:1 with a control cohort. The study period lasted one year. Mixed general linear models estimated Odds Ratios (OR) and 95 % confidence intervals (95 %CI) for primary outcomes, including T2DM clinical tests (LDL cholesterol, HbA1c), visit frequency, and non-attendance rates. RESULTS A total of 51,619 patients (mean age 68.3 years, 42.1 % of female sex) and their paired controls were included. In the primary analysis, significant increases were observed in the Planificat group (N = 18,542) regarding several measures: cholesterol tests performed (83.5 % vs. 75.4 %; OR: 1.65 [95 %CI: 1.57-1.74]), HbA1c tests performed (83.7 % vs. 75.4 %; OR: 1.7 [95 %CI: 1.61-1.79]), and electrocardiograms (65 % vs. 52 %; OR: 1.72 [95 %CI: 1.65-1.8]). Additionally, there was a 36 % increase in patients achieving HbA1c levels < 8 % (OR: 1.36 [95 %CI: 1.3-1.42]). Statistically significant improvements of 30 % and 40 % were also observed in foot and retinopathy screenings, respectively. Face-to-face visits with general practitioners and non-attendance rates remained comparable between cohorts, while face-to-face nurse visits increased by 7 %. CONCLUSIONS Planificat significantly improved T2DM management indicators, promoting proactive scheduling and enhancing follow-up in primary care without impacting face-to-face visits. These findings support its integration as a complementary strategy for optimizing chronic disease management.
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Affiliation(s)
- Carolina Guiriguet
- Primary Care Services Information System (SISAP), Institut Català de la Salut (ICS), Barcelona, Catalonia, Spain
| | - Mercè Bustos
- Primary Care Services Information System (SISAP), Institut Català de la Salut (ICS), Barcelona, Catalonia, Spain
| | - Roser Cantenys
- Primary Care Services Information System (SISAP), Institut Català de la Salut (ICS), Barcelona, Catalonia, Spain
| | - Eduardo Hermosilla
- Primary Care Services Information System (SISAP), Institut Català de la Salut (ICS), Barcelona, Catalonia, Spain; Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Catalonia, Spain
| | - Joan Camús
- Primary Care Services Information System (SISAP), Institut Català de la Salut (ICS), Barcelona, Catalonia, Spain
| | - Manuel Medina
- Institut Català de la Salut (ICS), Barcelona, Catalonia, Spain
| | - Carina Aguilar Martín
- Unitat d'Avaluació i Recerca, Direcció d'Atenció Primària Terres de l'Ebre i Gerència Territorial Terres de l'Ebre, Institut Català de la Salut (ICS), Tortosa, Spain; Unitat de Suport a la Recerca Terres de l'Ebre, Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Tortosa, Catalonia, Spain
| | - Alessandra Queiroga Gonçalves
- Unitat de Suport a la Recerca Terres de l'Ebre, Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Tortosa, Catalonia, Spain; Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud (RICAPPS), Barcelona 08007, Spain
| | - Ester Gavaldà-Espelta
- Direcció d'Atenció Primària Terres de l'Ebre, Gerència Territorial Terres de l'Ebre, Institut Català de la Salut, Tortosa 43500, Spain
| | - Francesc Xavier Cos
- Oficina de Suport a la Innovació i la Recerca, Direcció de Gerència, Institut Català de la Salut (ICS), Barcelona, Catalonia, Spain
| | - Núria Nadal
- Direcció d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Barcelona, Catalonia, Spain
| | - Mireia Fàbregas
- Primary Care Services Information System (SISAP), Institut Català de la Salut (ICS), Barcelona, Catalonia, Spain
| | - Francesc Fina
- Primary Care Services Information System (SISAP), Institut Català de la Salut (ICS), Barcelona, Catalonia, Spain
| | - Leonardo Méndez-Boo
- Primary Care Services Information System (SISAP), Institut Català de la Salut (ICS), Barcelona, Catalonia, Spain
| | - Elisabet Balló
- Primary Care Services Information System (SISAP), Institut Català de la Salut (ICS), Barcelona, Catalonia, Spain
| | - Margarita Garcia Canela
- Àrea d'Atenció a la Ciutadania, Institut Català de la Salut (ICS), Barcelona, Catalonia, Spain
| | - Magdalena Lladó
- Direcció d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Barcelona, Catalonia, Spain
| | - Ariadna Mas
- Direcció General de Planificació i Recerca en Salut. Departament de Salut, Barcelona, Catalonia, Spain
| | - Ermengol Coma
- Primary Care Services Information System (SISAP), Institut Català de la Salut (ICS), Barcelona, Catalonia, Spain.
| | - Sara Rodoreda
- Direcció d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Barcelona, Catalonia, Spain
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Pedrós Barnils N, Gustafsson PE. Intersectional inequities in colorectal cancer screening attendance in Sweden: Using decision trees for intersectional matrix reduction. Soc Sci Med 2025; 365:117583. [PMID: 39675311 DOI: 10.1016/j.socscimed.2024.117583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Revised: 11/27/2024] [Accepted: 11/29/2024] [Indexed: 12/17/2024]
Abstract
Colorectal cancer (CRC) represents a significant health burden worldwide, with existing inequities in incidence and mortality. In Sweden, CRC screening programmes have varied regionally since the mid-2000s, but the significance of organised screening for counteracting complex inequities in screening attendance has not been investigated. This study aimed to assess patterns of inequities in lifetime CRC screening attendance in the Swedish population aged 60-69 years by identifying intersectional strata at higher risk of never attending CRC screening. The research question is answered using decision trees to reduce the complexity of a full intersectional matrix into a reduced intersectional matrix for risk estimation. Participants were drawn from the cross-sectional 2019 European Health Interview Survey (N = 9,757, response rate: 32.52%). The Conditional Inference Tree (CIT) (AUC = 0.7489, F-score = 0.7912, depth = 4, significance level = 0.05) identified region of residence (opportunistic vs organised screening), country of origin, gender, age and income as relevant variables in explaining lifetime CRC screening attendance in Sweden. Then, Poisson regression with robust standard errors estimated that EU-born women living in opportunistic screening regions belonging to the 2nd income quintile had the highest risk of never attending CRC screening (PR = 8.54, p < 0.001), followed by EU-born men living in opportunistic screening regions (PR = 7.41, p < 0.001) compared to the reference category (i.e. people aged 65-69 living in organised screening regions). In contrast, only age-related differences in attendance were found in regions with organised screening (i.e. people aged 60-64 living in regions with organised screening (PR = 2.01, p < 0.05)). The AUC of the reduced intersectional matrix model (0.7489) was higher than the full intersectional matrix model (0.6959) and slightly higher than the main effects model (0.7483), demonstrating intersectional effects of the reduced intersectional matrix compared with the main effects model and better discriminatory accuracy than the full intersectional matrix. In conclusion, regions with long-established organised CRC screening programmes display more limited socio-demographic inequities than regions with opportunistic CRC screening. This suggests that organised screening may be a crucial policy instrument to improve equity in CRC screening, which, in the long run, has the potential to prevent inequities in colorectal cancer mortality. Moreover, decision trees appear to be valuable statistical tools for efficient data-driven simplification of the analytical and empirical complexity that epidemiological intersectional analysis conventionally entails.
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Affiliation(s)
- Núria Pedrós Barnils
- Institute for Public Health and Nursing Research, University of Bremen, Bremen, Germany.
| | - Per E Gustafsson
- Department of Epidemiology and Global Health, Umeå University, Umeå, Sweden
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Segundo E, Far M, Rodríguez-Casado CI, Elorza JM, Carrere-Molina J, Mallol-Parera R, Aragón M. A mother-child data linkage approach using data from the information system for the development of research in primary care (SIDIAP) in Catalonia. J Biomed Inform 2024; 159:104747. [PMID: 39510366 DOI: 10.1016/j.jbi.2024.104747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 09/02/2024] [Accepted: 11/03/2024] [Indexed: 11/15/2024]
Abstract
BACKGROUND Large-scale clinical databases containing routinely collected electronic health records (EHRs) data are a valuable source of information for research studies. For example, they can be used in pharmacoepidemiology studies to evaluate the effects of maternal medication exposure on neonatal and pediatric outcomes. Yet, this type of studies is infeasible without proper mother-child linkage. METHODS We leveraged all eligible active records (N = 8,553,321) of the Information System for Research in Primary Care (SIDIAP) database. Mothers and infants were linked using a deterministic approach and linkage accuracy was evaluated in terms of the number of records from candidate mothers that failed to link. We validated the mother-child links identified by comparison of linked and unlinked records for both candidate mothers and descendants. Differences across these two groups were evaluated by means of effect size calculations instead of p-values. Overall, we described our data linkage process following the GUidance for Information about Linking Data sets (GUILD) principles. RESULTS We were able to identify 744,763 unique mother-child relationships, linking 83.8 % candidate mothers with delivery dates within a period of 15 years. Of note, we provide a record-level category label used to derive a global confidence metric for the presented linkage process. Our validation analysis showed that the two groups were similar in terms of a number of aggregated attributes. CONCLUSIONS Complementing the SIDIAP database with mother-child links will allow clinical researchers to expand their epidemiologic studies with the ultimate goal of improving outcomes for pregnant women and their children. Importantly, the reported information at each step of the data linkage process will contribute to the validity of analyses and interpretation of results in future studies using this resource.
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Affiliation(s)
- E Segundo
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Gran Via de les Corts Catalanes, 587, Barcelona 08007, Catalonia, Spain
| | - M Far
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Gran Via de les Corts Catalanes, 587, Barcelona 08007, Catalonia, Spain
| | - C I Rodríguez-Casado
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Gran Via de les Corts Catalanes, 587, Barcelona 08007, Catalonia, Spain
| | - J M Elorza
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Gran Via de les Corts Catalanes, 587, Barcelona 08007, Catalonia, Spain
| | - J Carrere-Molina
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Gran Via de les Corts Catalanes, 587, Barcelona 08007, Catalonia, Spain
| | - R Mallol-Parera
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Gran Via de les Corts Catalanes, 587, Barcelona 08007, Catalonia, Spain.
| | - M Aragón
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Gran Via de les Corts Catalanes, 587, Barcelona 08007, Catalonia, Spain
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Cruz A, Sequeira-Aymar E, Gonçalves AQ, Camps-Vila L, Monclús-González MM, Revuelta-Muñoz EM, Busquet-Solé N, Sarriegui-Domínguez S, Casellas A, Cuxart-Graell A, Rosa Dalmau Llorca M, Aguilar-Martín C, Requena-Méndez A. Epidemiology of infectious diseases in migrant populations from endemic or high-endemic countries: A multicentric primary care-based study in Spain. Trop Med Int Health 2024; 29:820-832. [PMID: 39031944 DOI: 10.1111/tmi.14036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/22/2024]
Abstract
OBJECTIVES We aimed to evaluate the epidemiology of seven infections (Chagas disease, strongyloidiasis, schistosomiasis, human immunodeficiency virus, hepatitis B and C virus, and active tuberculosis) in migrant populations attended at primary care facilities in Catalonia, Spain. METHODS This is a cross sectional study conducted from March to December 2018 at eight primary care centres in Catalonia, Spain where health professionals were recommended to systematically screen multiple infections in migrants considering the endemicity of the pathogens in their country of birth. Routine health data were retrospectively extracted from electronic health records of the primary care centres. The proportion of cases among individuals tested for each infection was estimated with its 95% confident interval (CI). Mixed-effects logistics regression models were conducted to assess any possible association between the exposure variables and the primary outcome. RESULTS Out of the 15,780 migrants that attended primary care centres, 2410 individuals were tested for at least one infection. Of the 508 (21.1%) migrants diagnosed with at least one condition, a higher proportion originated from Sub-Saharan Africa (207, 40.7%), followed by South-East Europe (117, 23.0%) and Latin-America (88, 17.3%; p value <0.001). The proportion of migrants diagnosed with Chagas disease was 5/122 (4.1%, 95%CI 0.5-7.7), for strongyloidiasis 56/409 (13.7%, 95%CI 10.3-17.0) and for schistosomiasis 2/101 (2.0%, 95%CI 0.0-4.7) with very few cases tested. The estimated proportion for human immunodeficiency virus was 67/1176 (5.7%, 95%CI 4.4-7.0); 377/1478 (25.5%, 95%CI 23.3-27.7) for hepatitis B virus, with 108/1478 (7.3%, 95%CI 6.0-8.6) of them presenting an active infection, while 31/1433 (2.2%, 95%CI 1.4-2.9) were diagnosed with hepatitis C virus. One case of active tuberculosis was diagnosed after testing 172 migrant patients (0.6%, 95%CI 0.0-1.7). CONCLUSIONS We estimated a high proportion of the studied infections in migrants from endemic areas. Country-specific estimations of the burden of infections in migrants are fundamental for the implementation of preventive interventions.
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Affiliation(s)
- Angeline Cruz
- ISGlobal, Barcelona, Spain
- Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), Barcelona, Spain
| | - Ethel Sequeira-Aymar
- ISGlobal, Barcelona, Spain
- Consorci d'Atenció Primària de Salut Barcelona Esquerra (CAPSBE) Casanova, Barcelona, Spain
- August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain
| | - Alessandra Queiroga Gonçalves
- Unitat de Suport a la Recerca Terres de l'Ebre, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Tarragona, Spain
- Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud (RICAPPS), Barcelona, Spain
| | - Laura Camps-Vila
- Unitat Docent Multiprofessional d'Atenció Familiar i Comunitària Catalunya Central, Institut Català de la Salut Carrer Pica d'Estats, Barcelona, Spain
| | | | - Elisa M Revuelta-Muñoz
- Centre d'Atenció Primària Rambla Ferran, Institut Català de la Salut (ICS), Lleida, Spain
| | - Núria Busquet-Solé
- Centre d'Atenció Primària Sagrada Família, Institut Català de la Salut (ICS), Barcelona, Spain
| | | | | | | | - M Rosa Dalmau Llorca
- Unitat de Suport a la Recerca Terres de l'Ebre, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Tarragona, Spain
- Equip d'Atenció Primària Tortosa Oest, Institut Català de la Salut (ICS), Tarragona, Spain
| | - Carina Aguilar-Martín
- Unitat de Suport a la Recerca Terres de l'Ebre, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Tarragona, Spain
- Unitat d'Avaluació, Direcció d'Atenció Primària Terres de l'Ebre, Institut Català de la Salut, Tarragona, Spain
| | - Ana Requena-Méndez
- ISGlobal, Barcelona, Spain
- Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
- CIBERINFEC, ISCIII-CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Centro de Investigación Biomédica en Red de Enfermedades Infecciosas, Madrid, Spain
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Guiriguet C, Alberny M, Mora N, Rebagliato O, Roca C, Fina F, Fàbregas M, Benítez M, de la Poza M, Medina M, Flayeh S, Pedrazas D, Sabatés M, Coma E. Sexually transmitted infections, the epidemic that persists after the COVID-19 pandemic: an analysis of the primary care electronic health records covering about 5 million people in Catalonia. BMC PRIMARY CARE 2024; 25:150. [PMID: 38704552 PMCID: PMC11069189 DOI: 10.1186/s12875-024-02395-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 04/17/2024] [Indexed: 05/06/2024]
Abstract
BACKGROUND The aim of our study is to analyse the trends in the diagnosis of sexually transmitted infections (STIs) during the COVID-19 pandemic. METHODS We conducted an observational retrospective population-based study using data from primary care electronic health records spanning from January 2016 to December 2022 (involving 5.1 million people older than 14 years). We described the daily number of new STI diagnoses from 2016 to 2022; as well as the monthly accumulation of new STI diagnoses for each year. We compared the monthly averages of new diagnoses in 2019, 2020, 2021 and 2022 using the T-test. Finally, we performed a segmented regression analysis of the daily number of STI diagnoses. RESULTS We analysed 200,676 new STI diagnoses. The number of diagnoses abruptly decreased coinciding with the lockdown. Overall in 2020, we observed a reduction of 15%, with higher reductions for specific STIs such as gonorrhoea (-21%), chlamydia (-24%), and HIV (-31%) compared to 2019. Following this drastic drop, which was temporarily associated with the lockdown, we observed a rapid rebound. In 2021, the number of STI diagnoses was similar to that of 2019. Notably, we found a considerable increase in 2022, particularly for non-specific STI, which lack laboratory confirmation (67% increase). HIV was the only STI with a reduction of up to -38% in diagnoses at the end of 2022 compared to 2019. CONCLUSIONS After a significant reduction in 2020, the number of STIs recorded in primary care rapidly rebounded, and the current trend is similar to that of 2019, except for HIV. These findings underscore the dynamic impact of the COVID-19 pandemic on STI diagnoses and highlight the importance of ongoing monitoring and public health interventions in the post-pandemic period.
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Affiliation(s)
- Carolina Guiriguet
- Primary Care Services Information Systems (SISAP), Institut Català de La Salut (ICS), Gran Via de Les Corts Catalanes, 587. 08007, Barcelona, Spain.
- Gotic Primary Care Centre, Institut Català de La Salut (ICS), Barcelona, Spain.
- University of Barcelona, Barcelona, Spain.
| | - Mireia Alberny
- Medical Management of Primary Care Services, STI/HIV Area, Institut Català de La Salut (ICS), Barcelona, Spain
| | - Núria Mora
- Primary Care Services Information Systems (SISAP), Institut Català de La Salut (ICS), Gran Via de Les Corts Catalanes, 587. 08007, Barcelona, Spain
| | - Oriol Rebagliato
- Gotic Primary Care Centre, Institut Català de La Salut (ICS), Barcelona, Spain
| | - Carme Roca
- El Clot Primary Care Centre, Institut Català de La Salut (ICS), Barcelona, Spain
- University of Barcelona, Barcelona, Spain
| | - Francesc Fina
- Primary Care Services Information Systems (SISAP), Institut Català de La Salut (ICS), Gran Via de Les Corts Catalanes, 587. 08007, Barcelona, Spain
| | - Mireia Fàbregas
- Primary Care Services Information Systems (SISAP), Institut Català de La Salut (ICS), Gran Via de Les Corts Catalanes, 587. 08007, Barcelona, Spain
| | - Mència Benítez
- Primary Care Services Information Systems (SISAP), Institut Català de La Salut (ICS), Gran Via de Les Corts Catalanes, 587. 08007, Barcelona, Spain
- Gotic Primary Care Centre, Institut Català de La Salut (ICS), Barcelona, Spain
| | - Mariam de la Poza
- University of Barcelona, Barcelona, Spain
- Doctor Carles Riba Primary Care Centre, Institut Català de La Salut (ICS), Barcelona, Spain
| | - Manuel Medina
- Primary Care Services Information Systems (SISAP), Institut Català de La Salut (ICS), Gran Via de Les Corts Catalanes, 587. 08007, Barcelona, Spain
| | - Souhel Flayeh
- Primary Care Services Information Systems (SISAP), Institut Català de La Salut (ICS), Gran Via de Les Corts Catalanes, 587. 08007, Barcelona, Spain
| | - David Pedrazas
- Gotic Primary Care Centre, Institut Català de La Salut (ICS), Barcelona, Spain
| | - Montserrat Sabatés
- Gotic Primary Care Centre, Institut Català de La Salut (ICS), Barcelona, Spain
| | - Ermengol Coma
- Primary Care Services Information Systems (SISAP), Institut Català de La Salut (ICS), Gran Via de Les Corts Catalanes, 587. 08007, Barcelona, Spain
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Liu G, Hu J, Yang J, Song J. Predicting early-onset COPD risk in adults aged 20-50 using electronic health records and machine learning. PeerJ 2024; 12:e16950. [PMID: 38410800 PMCID: PMC10896079 DOI: 10.7717/peerj.16950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 01/24/2024] [Indexed: 02/28/2024] Open
Abstract
Chronic obstructive pulmonary disease (COPD) is a major public health concern, affecting estimated 164 million people worldwide. Early detection and intervention strategies are essential to reduce the burden of COPD, but current screening approaches are limited in their ability to accurately predict risk. Machine learning (ML) models offer promise for improved accuracy of COPD risk prediction by combining genetic and electronic medical record data. In this study, we developed and evaluated eight ML models for primary screening of COPD utilizing routine screening data, polygenic risk scores (PRS), additional clinical data, or a combination of all three. To assess our models, we conducted a retrospective analysis of approximately 329,396 patients in the UK Biobank database. Incorporating personal information and blood biochemical test results significantly improved the model's accuracy for predicting COPD risk, achieving a best performance of 0.8505 AUC, a specificity of 0.8539 and a sensitivity of 0.7584. These results indicate that ML models can be effectively utilized for accurate prediction of COPD risk in individuals aged 20 to 50 years, providing a valuable tool for early detection and intervention.
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Affiliation(s)
- Guanglei Liu
- School of Information Science and Engineering, Yunnan University, Kunming, Yunnan, China
| | - Jiani Hu
- Ailurus Biotechnology Ltd., Shenzhen, Guangdong, China
| | - Jianzhe Yang
- Ailurus Biotechnology Ltd., Shenzhen, Guangdong, China
| | - Jie Song
- Ailurus Biotechnology Ltd., Shenzhen, Guangdong, China
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Colwill M, Poullis A. Using national census data to facilitate healthcare research. World J Methodol 2023; 13:414-418. [PMID: 38229939 PMCID: PMC10789110 DOI: 10.5662/wjm.v13.i5.414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 09/09/2023] [Accepted: 09/26/2023] [Indexed: 12/20/2023] Open
Abstract
National censuses are conducted at varying intervals across both the developed and developing world and collect detailed data on a wide range of societal, economic and health questions. This immense volume of data has many potential uses in the field of healthcare research and can be utilised either in isolation or in conjunction with other information sources such as hospital records. At a governmental level census data can be used for healthcare service planning by providing accurate population density information but also, through the use of more detailed data collection, by helping to identify high-risk populations that may require increased resource allocation. It can also be a key tool in addressing and improving healthcare inequality and deprivation by both identifying those populations with poorer healthcare outcomes and through helping researchers to better understand the causes of this inequality. Similarly, it has utility when studying the complex causes of disease and assessing the success of strategies designed to tackle these aetiologies. However, the maximum benefit from these various uses can only be realised if the data collection and analysis processes utilised are robust and this requires that census bureaus regularly review and modify their methods in a transparent and thorough way.
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Affiliation(s)
- Michael Colwill
- Department of Gastroenterology, St George’s Hospital London, London SW17 0QT, United Kingdom
| | - Andrew Poullis
- Department of Gastroenterology, St George’s Hospital London, London SW17 0QT, United Kingdom
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8
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Evangelidou S, Cruz A, Osorio Y, Sequeira-Aymar E, Gonçalves AQ, Camps-Vila L, Monclús-González MM, Cuxart-Graell A, Revuelta-Muñoz EM, Busquet-Solé N, Sarriegui-Domínguez S, Casellas A, Dalmau Llorca MR, Aguilar Martín C, Requena-Mendez A. Screening and routine diagnosis of mental disorders among migrants in primary care: A cross-sectional study. J Migr Health 2023; 8:100205. [PMID: 38047139 PMCID: PMC10692454 DOI: 10.1016/j.jmh.2023.100205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 09/26/2023] [Accepted: 11/04/2023] [Indexed: 12/05/2023] Open
Abstract
Background Migrants in host countries are at risk for the development of mental health conditions. The two aims of the study were to describe routine diagnoses of mental disorders among migrant patients at primary healthcare level and the associated risk factors, and to test the utility of an innovative migrant mental health assessment by evaluating whether the health professionals followed the recommendations proposed by the clinical decision support system (CDSS) tool. Methods A cross-sectional study was carried out in eight primary care centres (PCCs) in four non-randomly selected health regions of Catalonia, Spain from March to December 2018. Routine health data and mental health diagnoses based on the International Classification of Diseases (10th edition), including mental, behavioural and neuro developmental disorders (F01-F99), symptoms and signs involving emotional state (R45), and sleep disorders (G47), were extracted from the electronic health records. The proportion of mental health conditions was estimated and logistic regression models were used to assess any possible association with mental health disorders. The utility of the mental health assessment was assessed with the proportion of questionnaires performed by health professionals for migrants fulfilling the mental health screening criterion (country of origin with an active conflict in 2017) and the diagnoses given to the screened patients. Results Of 14,130 migrants that visited any of the PCCs during the study period, 7,358 (52.1 %) were women with a median age of 38.0 years-old. There were 520/14,130 (3.7 %) migrant patients diagnosed with a mental disorder, being more frequent among women (342/7,358; 4.7 %, p-value < 0.001), migrants from Latin-America (177/3,483; 5.1 %, p < 0.001) and those who recently arrived in Spain (170/3,672; 4.6 %, p < 0.001). A lower proportion of mental disorders were reported in migrants coming from conflicted countries in 2017 (116/3,669, 3.2 %, p = 0.053).Out of the 547 mental health diagnoses reported in 520 patients, 69/14,130 (0.5 %) were mood disorders, 346/14,130 (2.5 %) anxiety disorders and 127/14,130 (0.9 %) sleeping disorders. Mood disorders were more common in migrants from Eastern Europe (25/2,971; 0.8 %, p < 0.001) and anxiety disorders in migrants from Latin-America (126/3,483; 3.6 %, p < 0.001), while both type of disorders were more often reported in women (p < 0.001).In the adjusted model, women (aOR: 1.5, [95 % CI 1.2-1.8, p < 0.001]), migrants with more than one visit to the health center during the study period (aOR: 4.4, [95 %CI 2.8-6.8, p < 0.001]) and who presented an infectious disease (aOR: 2.1, [95 %CI 1.5-3.1, p < 0.001]) had higher odds of having a mental disorder.Lastly, out of the 1,840 migrants coming from a conflicted country in 2017 who were attended in centres where the CDSS tool was implemented, 29 (1.6 %) had a mental health assessment performed and the tool correctly identified one individual. Conclusions Mental health is a condition that may be overlooked in migrants at primary healthcare. Interventions at this level of care must be reinforced and adapted to the needs and circumstances of migrants to ensure equity in health services.
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Affiliation(s)
- Stella Evangelidou
- Barcelona Institute for Global Health (ISGlobal, Hospital Clínic-Universitat de Barcelona). Carrer Roselló 132, 40, 08036 Barcelona, Spain
| | - Angeline Cruz
- Barcelona Institute for Global Health (ISGlobal, Hospital Clínic-Universitat de Barcelona). Carrer Roselló 132, 40, 08036 Barcelona, Spain
| | - Yolanda Osorio
- Parc Sanitari Sant Joan de Deu, Programa Atenció a la Salut Mental de les persones Immigrades i Programa per Persones Sense Llar, Carrer Dr. Antoni Pujadas, 42, 08830 Barcelona, Spain
| | - Ethel Sequeira-Aymar
- Barcelona Institute for Global Health (ISGlobal, Hospital Clínic-Universitat de Barcelona). Carrer Roselló 132, 40, 08036 Barcelona, Spain
- Consorci d'Atenció Primària de Salut Barcelona Esquerra (CAPSBE) Casanova, Carrer Rosselló 161, 08036 Barcelona, Spain
- August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Carrer Rosselló, 149, Barcelona, Spain
| | - Alessandra Queiroga Gonçalves
- Unitat de Suport a la Recerca Terres de l'Ebre, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), 43500 Tortosa, Tarragona, Spain
- Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud (RICAPPS), Spain
| | - Laura Camps-Vila
- Unitat Docent Multiprofessional d'Atenció Familiar i Comunitària Catalunya Central, Institut Català de la Salut, Carrer Pica d'Estats, 13-15, 08272 Sant Fruitós de Bages, Barcelona, Spain
| | - Marta M. Monclús-González
- Centre d'Atencio Primaria Sagrada Família, Consorci Sanitari Integral (CSI), Carrer Còrsega 643, 08025 Barcelona, Spain
| | - Alba Cuxart-Graell
- Barcelona Institute for Global Health (ISGlobal, Hospital Clínic-Universitat de Barcelona). Carrer Roselló 132, 40, 08036 Barcelona, Spain
| | - Elisa M. Revuelta-Muñoz
- Centre d'Atencio Primaria Rambla Ferran, Institut Català de la Salut (ICS), Carrer Rambla Ferran 44, 25007, Lleida, Spain
| | - Núria Busquet-Solé
- Centre d'Atencio Primaria Sagrada Família, Institut Català de la Salut, Carrer St. Cristòfol, 34, 08243 Manresa, Barcelona, Spain
| | - Susana Sarriegui-Domínguez
- Centre d'Atencio Primaria 1 Maig, Institut Català de la Salut (ICS), Carrer De la Mercè, 5, 25003, Lleida, Spain
| | - Aina Casellas
- Barcelona Institute for Global Health (ISGlobal, Hospital Clínic-Universitat de Barcelona). Carrer Roselló 132, 40, 08036 Barcelona, Spain
| | - M. Rosa Dalmau Llorca
- Unitat de Suport a la Recerca Terres de l'Ebre, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), 43500 Tortosa, Tarragona, Spain
- Equip d'Atenció Primària Tortosa Oest, Institut Català de la Salut, 43500, Tortosa, Tarragona, Spain
| | - Carina Aguilar Martín
- Unitat de Suport a la Recerca Terres de l'Ebre, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), 43500 Tortosa, Tarragona, Spain
- Unitat d'Avaluació, Direcció d'Atenció Primària Terres de l'Ebre, Institut Català de la Salut, Tortosa, 43500 Tarragona, Spain
| | - Ana Requena-Mendez
- Barcelona Institute for Global Health (ISGlobal, Hospital Clínic-Universitat de Barcelona). Carrer Roselló 132, 40, 08036 Barcelona, Spain
- Department of Medicine Solna, Karolinska Institutet, Solnavägen 17177, Solna, Stockholm, Sweden
- CIBERINFEC, ISCIII-CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Centro de Investigación Biomédica en Red de Enfermedades Infecciosas, Madrid, Spain
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Mora N, Fina F, Méndez-Boo L, Cantenys R, Benítez M, Moreno N, Balló E, Hermosilla E, Fàbregas M, Guiriguet C, Cos X, Rodoreda S, Mas A, Lejardi Y, Coma E, Medina M. "Decline and uneven recovery from 7 common long-term conditions managed in the Catalan primary care after two pandemic years: an observational retrospective population-based study using primary care electronic health records". BMC PRIMARY CARE 2023; 24:9. [PMID: 36641483 PMCID: PMC9840158 DOI: 10.1186/s12875-022-01935-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 12/01/2022] [Indexed: 01/15/2023]
Abstract
BACKGROUND The incidence of chronic diseases during the COVID-19 pandemic has drastically been reduced worldwide due to disruptions in healthcare systems. The aim of our study is to analyse the trends in the incidence of 7 commonly managed primary care chronic diseases during the last 2 years of the COVID-19 pandemic in Catalonia. METHODS We performed an observational retrospective population-based study using data from primary care electronic health records from January 2018 to August 2022 (5.1 million people older than 14 years). We divided the study period into two: a pre-pandemic period (before 14 March 2020) and a pandemic period. We performed a segmented regression analysis of daily incidence rates per 100,000 inhabitants of 7 chronic diseases: type 2 diabetes mellitus (T2DM), asthma, chronic obstructive pulmonary disease (COPD), ischemic heart disease (IHD), heart failure (HF), hypertension and hypercholesterolemia. In addition, we compared annual incidence between pandemic years (2020, 2021 and 2022) and 2019. Associated incidence rate ratios (IRR) were also calculated. Finally, we estimated the number of expected diagnoses during the pandemic period using data from 2019 and we compared it with the observed data. RESULTS We analysed 740,820 new chronic diseases' diagnoses. Daily incidence rates of all 7 chronic diseases were drastically interrupted on 14 March 2020, and a general upward trend was observed during the following months. Reductions in 2020 were around 30% for all conditions except COPD which had greater reductions (IRR: 0.58 [95% CI: 0.57 to 0.6]) and HF with lesser drops (IRR: 0.86 [95% CI: 0.84 to 0.88]). Some of the chronic conditions have returned to pre-pandemic diagnosis levels, except asthma, COPD and IHD. The return to pre-pandemic diagnosis levels compensated for the drops in 2020 for T2DM and HF, but not for hypertension which presented an incomplete recovery. We also observed an excess of hypercholesterolemia diagnoses of 8.5% (95%CI: 1.81% to 16.15%). CONCLUSIONS Although primary care has recovered the pre-pandemic diagnosis levels for some chronic diseases, there are still missing diagnoses of asthma, COPD and IHD that should be addressed.
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Affiliation(s)
- Núria Mora
- Primary Care Services Information Systems (SISAP), Institut Català de la Salut (ICS), Gran Via de Les Corts Catalanes, 587, 08007, Barcelona, Spain
| | - Francesc Fina
- Primary Care Services Information Systems (SISAP), Institut Català de la Salut (ICS), Gran Via de Les Corts Catalanes, 587, 08007, Barcelona, Spain
| | - Leonardo Méndez-Boo
- Primary Care Services Information Systems (SISAP), Institut Català de la Salut (ICS), Gran Via de Les Corts Catalanes, 587, 08007, Barcelona, Spain
| | - Roser Cantenys
- Primary Care Services Information Systems (SISAP), Institut Català de la Salut (ICS), Gran Via de Les Corts Catalanes, 587, 08007, Barcelona, Spain
| | - Mència Benítez
- Primary Care Services Information Systems (SISAP), Institut Català de la Salut (ICS), Gran Via de Les Corts Catalanes, 587, 08007, Barcelona, Spain
- Equip d'Atenció Primària de Gòtic, Institut Català de la Salut (ICS), Barcelona, Spain
| | - Nemesio Moreno
- Primary Care Services Information Systems (SISAP), Institut Català de la Salut (ICS), Gran Via de Les Corts Catalanes, 587, 08007, Barcelona, Spain
| | - Elisabet Balló
- Primary Care Services Information Systems (SISAP), Institut Català de la Salut (ICS), Gran Via de Les Corts Catalanes, 587, 08007, Barcelona, Spain
| | - Eduardo Hermosilla
- Primary Care Services Information Systems (SISAP), Institut Català de la Salut (ICS), Gran Via de Les Corts Catalanes, 587, 08007, Barcelona, Spain
- Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAPJGol), Barcelona, Spain
| | - Mireia Fàbregas
- Primary Care Services Information Systems (SISAP), Institut Català de la Salut (ICS), Gran Via de Les Corts Catalanes, 587, 08007, Barcelona, Spain
| | - Carolina Guiriguet
- Primary Care Services Information Systems (SISAP), Institut Català de la Salut (ICS), Gran Via de Les Corts Catalanes, 587, 08007, Barcelona, Spain
- Equip d'Atenció Primària de Gòtic, Institut Català de la Salut (ICS), Barcelona, Spain
- Universitat de Barcelona, Barcelona, Spain
| | - Xavier Cos
- Direcció Assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Barcelona, Spain
- DAP_Cat Research Group, Gerència Territorial Barcelona Ciutat, Institut Català de la Salut, Barcelona, Spain
- Universitat Autònoma de Barcelona, Barcelona, Spain
- CIBERDEM, ISCIII , Madrid, Spain
| | - Sara Rodoreda
- Direcció Assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Barcelona, Spain
| | - Ariadna Mas
- Direcció Assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Barcelona, Spain
| | - Yolanda Lejardi
- Direcció Assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Barcelona, Spain
| | - Ermengol Coma
- Primary Care Services Information Systems (SISAP), Institut Català de la Salut (ICS), Gran Via de Les Corts Catalanes, 587, 08007, Barcelona, Spain.
| | - Manuel Medina
- Primary Care Services Information Systems (SISAP), Institut Català de la Salut (ICS), Gran Via de Les Corts Catalanes, 587, 08007, Barcelona, Spain
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Terre-Torras I, Recalde M, Díaz Y, de Bont J, Bennett M, Aragón M, Cirach M, O'Callaghan-Gordo C, Nieuwenhuijsen MJ, Duarte-Salles T. Air pollution and green spaces in relation to breast cancer risk among pre and postmenopausal women: A mega cohort from Catalonia. ENVIRONMENTAL RESEARCH 2022; 214:113838. [PMID: 35810806 DOI: 10.1016/j.envres.2022.113838] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 06/23/2022] [Accepted: 07/04/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND The association between air pollution and green spaces with breast cancer risk stratified by menopausal status has not been frequently investigated despite its importance given the different impact of risk factors on breast cancer risk depending on menopausal status. OBJECTIVES To study the association between air pollution, green spaces and pre and postmenopausal breast cancer risk. METHODS We conducted a population-based cohort study using electronic primary care records in Catalonia. We included women aged 17-85 years free of cancer at study entry between 2009 and 2017. Our exposures were particulate matter <2.5 μm (PM2.5) & <10 μm (PM10), nitrogen dioxide (NO2), normalized difference vegetation index (NDVI), and percentage of green spaces estimated at the census tract level. Breast cancer was identified with ICD-10 code C50. We estimated cause-specific hazard ratios (HR) for the relationship between each individual exposure and pre and postmenopausal breast cancer risk, using linear and non-linear models. RESULTS Of the 1,054,180 pre and 744,658 postmenopausal women followed for a median of 10 years, 6,126 and 17,858 developed breast cancer, respectively. Among premenopausal women, only very high levels of PM10 (≥46 μg/m3) were associated with increased cancer risk (compared to lower levels) in non-linear models. Among postmenopausal women, an interquartile range increase in PM2.5 (HR:1.03; 95%CI:1.01-1.04), PM10 (1.03; 1.01-1.05), and NO2 (1.05; 1.02-1.08) were associated with higher cancer risk. NDVI was negatively associated with decreased cancer risk only among postmenopausal women who did not change residence during follow-up (0.84; 0.71-0.99) or who were followed for at least three years (0.82; 0.69-0.98). DISCUSSION Living in areas with high concentrations of PM2.5, PM10, and NO2 increases breast cancer risk in postmenopausal women while long-term exposure to green spaces may decrease this risk. Only very high concentrations of PM10 increase breast cancer risk in premenopausal women.
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Affiliation(s)
- Isaura Terre-Torras
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Martina Recalde
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain; Universitat Autònoma de Bellaterra (UAB), Barcelona, Spain
| | - Yesika Díaz
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
| | - Jeroen de Bont
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain; ISGlobal, Barcelona Institute for Global Health, Barcelona, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Spain
| | - Matthew Bennett
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - María Aragón
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
| | - Marta Cirach
- Universitat Pompeu Fabra (UPF), Barcelona, Spain; ISGlobal, Barcelona Institute for Global Health, Barcelona, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Spain
| | - Cristina O'Callaghan-Gordo
- ISGlobal, Barcelona Institute for Global Health, Barcelona, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Spain; Faculty of Health Sciences, Universitat Oberta de Catalunya, Barcelona, Spain
| | - Mark J Nieuwenhuijsen
- ISGlobal, Barcelona Institute for Global Health, Barcelona, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Spain; Mary MacKillop Institute for Health Research, Melbourne, Australia
| | - Talita Duarte-Salles
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain.
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DeLouize AM, Eick G, Karam SD, Snodgrass JJ. Current and future applications of biomarkers in samples collected through minimally invasive methods for cancer medicine and population-based research. Am J Hum Biol 2022; 34:e23665. [PMID: 34374148 PMCID: PMC9894104 DOI: 10.1002/ajhb.23665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 07/27/2021] [Accepted: 07/28/2021] [Indexed: 02/04/2023] Open
Abstract
Despite advances in cancer medicine and research, invasive and potentially risky procedures such as biopsies, venous blood tests, imaging, colonoscopy, and pap smear tests are still primarily used for screening, staging, and assessing response to therapy. The development and interdisciplinary use of biomarkers from urine, feces, saliva, scent, and capillary blood collected with minimally invasive methods represents a potential opportunity for integration with biomarker analysis for cancers, both in clinical practice (e.g., in screening, treatment, and disease monitoring, and improved quality of life for patients) and population-based research (e.g., in epidemiology/public health, studies of social and environmental determinants, and evolutionary medicine). In this article, we review the scientific rationale, benefits, challenges, and potential opportunities for measuring cancer-related biomarkers in samples collected through minimally invasive methods.
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Affiliation(s)
| | - Geeta Eick
- Department of Anthropology, University of Oregon, Eugene, Oregon, USA
| | - Sana D. Karam
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - J. Josh Snodgrass
- Department of Anthropology, University of Oregon, Eugene, Oregon, USA
- Center for Global Health, University of Oregon, Eugene, Oregon, USA
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Fernández Molero S, Laserna Jiménez C, Baiget Ortega A, Flayeh Beneyto S, Ríos Jiménez A, Fabrellas Padrés N. Treatment of minor health problems by primary care nurses: A cross-sectional study. J Clin Nurs 2022; 32:2913-2921. [PMID: 35844060 DOI: 10.1111/jocn.16445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 06/11/2022] [Accepted: 06/29/2022] [Indexed: 11/30/2022]
Abstract
AIMS To assess the results of a nursing-led program to treatment of minor health issues from Catalan health institute primary care teams during 2019 and 2020. BACKGROUND In 2009, the Catalan health institute implemented a nursing program to deal with minor health problems. This nursing-led program includes an algorithm for each of the minor health problems and arose as a strategy to reorganise the flow of demand for care in primary care. DESIGN A cross-sectional design. METHODS Multicentric cross-sectional study. 392 primary care teams from the Catalan health institute participated in the study. STROBE guideline was followed in reporting this study. Patients attending any of the participating centres requesting a same-day consultation for minor health issues were registered. RESULTS A total of 21,215,278 consultations were recorded: 18,284,105 for adult and 2,931,173 for paediatric patients. Minor health issue resolved by the nurse was achieved in 50.9% of adult patients and 55.4% of paediatric patients. The highest rates of resolution in adults (>85%) were as follows: burns, emergency contraception and injuries. The highest resolution rates (>84%) were as follows: burns, breastfeeding difficulties and infant colic. 87.7% of prescriptions issued by nurses were accepted by the family physician. CONCLUSIONS The nursing-led program to treat minor health issues has been shown to present acceptable resolution for nurses in a large primary care setting. Nurses have been carrying out prescription activities with very favourable results. RELEVANCE TO CLINICAL PRACTICE This study demonstrates that care provided to patients by nurses for minor health issues requiring preferential resolution is effective. Our results are useful in that they confirm both the effectiveness of the nursing-led program for minor health issues and the pharmacological prescriptions produced during patient appointments. PATIENT OR PUBLIC CONTRIBUTION Patient's data were obtained through a program records system after the minor health issues appointments.
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Affiliation(s)
- Sonia Fernández Molero
- Department of Public Health, Mental Health and Maternal and Child Health Nursing, School of Nursing, Faculty of Medicine and Health Science, University of Barcelona, Barcelona, Spain
| | - Cristina Laserna Jiménez
- Department of Public Health, Mental Health and Maternal and Child Health Nursing, School of Nursing, Faculty of Medicine and Health Science, University of Barcelona, Barcelona, Spain
| | - Andreu Baiget Ortega
- Informatic of Can Bou Primary Care Center, CASAP, Castelldefels, Barcelona, Spain
| | - Souhel Flayeh Beneyto
- EAP Badalona, Institut Català de la Salut, Barcelona, Spain.,Nursing of Information System of Primary Care Services, Barcelona, Spain
| | - Ana Ríos Jiménez
- Nursing Coordinating of Primary Care, Institut Català de la Salut, Barcelona, Spain
| | - Núria Fabrellas Padrés
- Department of Public Health, Mental Health and Maternal and Child Health Nursing, School of Nursing, Faculty of Medicine and Health Science, University of Barcelona, Barcelona, Spain
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13
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Camacho-Arteaga LF, Gardarsdottir H, Ibañez L, Souverein PC, van Dijk L, Hek K, Vidal X, Ballarín E, Sabaté M. Indications related to antidepressant prescribing in the Nivel-PCD database and the SIDIAP database. J Affect Disord 2022; 303:131-137. [PMID: 35134393 DOI: 10.1016/j.jad.2022.02.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 01/31/2022] [Accepted: 02/03/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Antidepressant drug consumption has increased, mainly in the elderly. This trend could be explained by the use for indications other than depression. We aimed to describe the indications related to antidepressant drug new users in two primary care settings. METHODS A longitudinal study of new antidepressant users aged ≥65 was conducted, with data from the Nivel-PCD (The Netherlands) and SIDIAP (Catalonia) databases (2010-2015). As a proxy for indication, diagnoses registered around the 3 months of antidepressant prescribing were collected. Indications were classified in seven categories and an additional one of non-selected indications. The percentage and incidence calculated over the total population registered was described. RESULTS A total of 16,537 and 199,168 new antidepressant users were identified in the Nivel-PCD and SIDIAP databases, respectively (women aged 65-69 were the most prevalent). Depression was the most frequent indication (24.0% and 31.3%), followed by anxiety (12.5% and 19.5%) and sleep disorders (10.2% and 26.4%). Tricyclic antidepressants were the most commonly prescribed in Nivel-PCD (48.7%), mainly associated with neuropathic pain, and selective serotonin reuptake inhibitor antidepressants in SIDIAP (63.1%), associated with depression. The non-selected indications category showed an upward trend in the Nivel-PCD database while in the SIDIAP database it decreased. LIMITATIONS It is not mandatory for physicians to register a diagnosis with each prescription. CONCLUSIONS Depression was the most common prescribing indication in The Netherlands and Spain, followed by anxiety and sleep disorders. The most commonly prescribed antidepressant differed between the countries and is likely explained by differences in local guidelines.
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Affiliation(s)
- L F Camacho-Arteaga
- Department of Pharmacology, Therapeutics and Toxicology, Autonomous University of Barcelona, Spain; Clinical Pharmacology Department, Vall d'Hebron University Hospital, Passeig Vall d'Hebron 119-129, Barcelona 08035, Spain; Clinical Pharmacology, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Spain
| | - H Gardarsdottir
- Division of Pharmacoepidemiology and Clinical Pharmacology, Faculty of Science, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht University, the Netherland; Department of Clinical Pharmacy, University Medical Center Utrecht, Utrecht, the Netherland; Department of Pharmaceutical Sciences, University of Iceland, Reykjavik, Iceland
| | - L Ibañez
- Department of Pharmacology, Therapeutics and Toxicology, Autonomous University of Barcelona, Spain; Clinical Pharmacology Department, Vall d'Hebron University Hospital, Passeig Vall d'Hebron 119-129, Barcelona 08035, Spain; Clinical Pharmacology, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Spain; Catalan Institute of Pharmacology Foundation, Spain
| | - P C Souverein
- Division of Pharmacoepidemiology and Clinical Pharmacology, Faculty of Science, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht University, the Netherland
| | - L van Dijk
- Nivel, Netherlands Institute for Health Services Research, Utrecht, the Netherland
| | - K Hek
- Nivel, Netherlands Institute for Health Services Research, Utrecht, the Netherland; Department of PharmacoTherapy, Epidemiology and Economics (PTEE), Faculty of Science and Engineering, University of Groningen, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, the Netherlands
| | - X Vidal
- Department of Pharmacology, Therapeutics and Toxicology, Autonomous University of Barcelona, Spain; Clinical Pharmacology Department, Vall d'Hebron University Hospital, Passeig Vall d'Hebron 119-129, Barcelona 08035, Spain; Clinical Pharmacology, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Spain; Catalan Institute of Pharmacology Foundation, Spain
| | - E Ballarín
- Department of Pharmacology, Therapeutics and Toxicology, Autonomous University of Barcelona, Spain; Clinical Pharmacology, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Spain; Catalan Institute of Pharmacology Foundation, Spain
| | - M Sabaté
- Department of Pharmacology, Therapeutics and Toxicology, Autonomous University of Barcelona, Spain; Clinical Pharmacology Department, Vall d'Hebron University Hospital, Passeig Vall d'Hebron 119-129, Barcelona 08035, Spain; Clinical Pharmacology, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Spain; Catalan Institute of Pharmacology Foundation, Spain.
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Ponjoan A, Blanch J, Alves-Cabratosa L, Martí-Lluch R, Comas-Cufí M, Cirach M, Nieuwenhuijsen M, Garcia-Gil MDM, Ramos R. Impact of residential greenness on myocardial infarction in the population with diabetes: A sex-dependent association? ENVIRONMENTAL RESEARCH 2022; 205:112449. [PMID: 34883080 DOI: 10.1016/j.envres.2021.112449] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 10/04/2021] [Accepted: 11/24/2021] [Indexed: 06/13/2023]
Abstract
Living in urban areas with abundant greenness might provide health benefits in general population. Literature suggests that sex/gender plays a role in the association between greenness and health outcomes. But the impact of greenness in populations with moderate to high cardiovascular risk, such as persons with diabetes, is still unknown. Our aim was to evaluate the relationship between urban greenness and myocardial infarction incidence in persons with type 2 diabetes in Barcelona (Catalonia, Spain), and seek potential gender/sex differences in this association. This retrospective cohort study is based on data from the System for the Development of Research in Primary Care (SIDIAP database). We used Cox models to estimate if a 0.01 increase in Normalized Difference Vegetation Index (NDVI) at census tract level was associated to reduced risk of developing a myocardial infarction. Models were adjusted by demographic and clinical characteristics at individual level, and by environmental and socioeconomic variables at census tract level. Amongst 41,463 persons with diabetes and 154,803.85 person-years of follow-up, we observed 449 incident cases of acute myocardial infarction. For each 0.01 increment in NDVI the risk of developing a myocardial infarction decreased by 6% (Hazard Ratio, HR = 0.94; 95%CI, 0.89-0.99) in the population with diabetes. When stratifying by sex, we observed a significant association only in men (HR = 0.91; 95%CI, 0.86-0.97). People with diabetes living in urban greener areas might benefit from reduced cardiovascular risk, specially men. We observed sex/gender disparities, which could be related to different exposures and activities performed in green spaces between men and women. Further studies are needed to confirm sex/gender disparities between greenness exposure and cardiovascular outcomes. Our findings contribute to improve the health of people with diabetes who should be recommended to spent time and exercise in green areas.
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Affiliation(s)
- Anna Ponjoan
- Vascular Health Research Group (ISV)-Girona. Jordi Gol Institute for Primary Care Research (IDIAP Jordi Gol), 17002, Girona, Catalonia, Spain; Girona Biomedical Research Institute (IDIBGI), Dr.Trueta University Hospital, 17190, Girona, Catalonia, Spain.
| | - Jordi Blanch
- Vascular Health Research Group (ISV)-Girona. Jordi Gol Institute for Primary Care Research (IDIAP Jordi Gol), 17002, Girona, Catalonia, Spain.
| | - Lia Alves-Cabratosa
- Vascular Health Research Group (ISV)-Girona. Jordi Gol Institute for Primary Care Research (IDIAP Jordi Gol), 17002, Girona, Catalonia, Spain.
| | - Ruth Martí-Lluch
- Vascular Health Research Group (ISV)-Girona. Jordi Gol Institute for Primary Care Research (IDIAP Jordi Gol), 17002, Girona, Catalonia, Spain; Girona Biomedical Research Institute (IDIBGI), Dr.Trueta University Hospital, 17190, Girona, Catalonia, Spain.
| | - Marc Comas-Cufí
- Vascular Health Research Group (ISV)-Girona. Jordi Gol Institute for Primary Care Research (IDIAP Jordi Gol), 17002, Girona, Catalonia, Spain.
| | - Marta Cirach
- ISGlobal, 08003, Barcelona, Spain; Universitat Pompeu Fabra (UPF), 08002, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain.
| | - Mark Nieuwenhuijsen
- ISGlobal, 08003, Barcelona, Spain; Universitat Pompeu Fabra (UPF), 08002, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain.
| | - María Del Mar Garcia-Gil
- Vascular Health Research Group (ISV)-Girona. Jordi Gol Institute for Primary Care Research (IDIAP Jordi Gol), 17002, Girona, Catalonia, Spain.
| | - Rafel Ramos
- Vascular Health Research Group (ISV)-Girona. Jordi Gol Institute for Primary Care Research (IDIAP Jordi Gol), 17002, Girona, Catalonia, Spain; Translab Research Group, Department of Medical Sciences, School of Medicine, University of Girona, Girona, Catalonia, Spain.
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15
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Hermosilla E, Coma E, Xie J, Feng S, Cabezas C, Méndez-Boo L, Fina F, Ballo E, Martínez M, Medina-Peralta M, Argimon JM, Prieto-Alhambra D. Comparative effectiveness and safety of homologous two-dose ChAdOx1 versus heterologous vaccination with ChAdOx1 and BNT162b2. Nat Commun 2022; 13:1639. [PMID: 35322045 PMCID: PMC8943099 DOI: 10.1038/s41467-022-29301-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 03/09/2022] [Indexed: 11/29/2022] Open
Abstract
Small trials have suggested that heterologous vaccination with first-dose ChAdOx1 and second-dose BNT162b2 may generate a better immune response than homologous vaccination with two doses of ChAdOx1. In this cohort analysis, we use linked data from Catalonia (Spain), where those aged <60 who received a first dose of ChAdOx1 could choose between ChAdOx1 and BNT162b2 for their second dose. Comparable cohorts were obtained after exact-matching 14,325/17,849 (80.3%) people receiving heterologous vaccination to 14,325/149,386 (9.6%) receiving homologous vaccination by age, sex, region, and date of second dose. Of these, 464 (3.2%) in the heterologous and 694 (4.8%) in the homologous groups developed COVID-19 between 1st June 2021 and 5th December 2021. The resulting hazard ratio (95% confidence interval) is 0.66 [0.59-0.74], favouring heterologous vaccination. The two groups had similar testing rates and safety outcomes. Sensitivity and negative control outcome analyses confirm these findings. In conclusion, we demonstrate that a heterologous vaccination schedule with ChAdOx1 followed by BNT162b2 was more efficacious than and similarly safe to homologous vaccination with two doses of ChAdOx1. Most of the infections in our study occurred when Delta was the predominant SARS-CoV-2 variant in Spain. These data agree with previous phase 2 randomised trials.
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Affiliation(s)
- Eduardo Hermosilla
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
- Idiap Jordi Gol, Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Ermengol Coma
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
| | - Junqing Xie
- Centre for Statistics in Medicine, NDORMS, University of Oxford, Oxford, UK
| | - Shuo Feng
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK
| | - Carmen Cabezas
- Public Health Secretariat, Department of Health, Generalitat de Catalunya, Barcelona, Spain
| | - Leonardo Méndez-Boo
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
| | - Francesc Fina
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
| | - Elisabet Ballo
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
| | - Montserrat Martínez
- Public Health Secretariat, Department of Health, Generalitat de Catalunya, Barcelona, Spain
| | - Manuel Medina-Peralta
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
| | - Josep Maria Argimon
- Public Health Secretariat, Department of Health, Generalitat de Catalunya, Barcelona, Spain
| | - Daniel Prieto-Alhambra
- Centre for Statistics in Medicine, NDORMS, University of Oxford, Oxford, UK.
- Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, Netherlands.
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16
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Ouattara BS, Puvvula J, Abadi A, Munde S, Kolok AS, Bartelt‐Hunt S, Bell JE, Wichman CS, Rogan E. Geospatial Distribution of Age-Adjusted Incidence of the Three Major Types of Pediatric Cancers and Waterborne Agrichemicals in Nebraska. GEOHEALTH 2022; 6:e2021GH000419. [PMID: 35372745 PMCID: PMC8859510 DOI: 10.1029/2021gh000419] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 01/12/2022] [Accepted: 02/01/2022] [Indexed: 06/14/2023]
Abstract
This study was conducted to examine, at the county level, the relationship between pediatric cancer incidence rate and atrazine and nitrate mean concentrations in surface and groundwater. A negative binomial regression analysis was performed to investigate the association between central nervous system (CNS) tumors, leukemia, lymphoma, and atrazine and nitrate mean concentrations in groundwater. The age-adjusted brain and other CNS cancer incidence was higher than the national average in 63% of the Nebraska counties. After controlling for the counties socio-economic status and nitrate concentrations in groundwater, counties with groundwater atrazine concentrations above 0.0002 µg/L had a higher incidence rate for pediatric cancers (brain and other CNS, leukemia, and lymphoma) compared to counties with groundwater atrazine concentrations in the reference group (0.0000-0.0002 µg/L). Additionally, compared to counties with groundwater nitrate concentrations between 0 and 2 mg/L (reference group), counties with groundwater nitrate concentrations between 2.1 and 5 mg/L (group 2) had a higher incidence rate for pediatric brain and other CNS cancers (IRR = 8.39; 95% CI: 8.24-8.54), leukemia (IRR = 7.35; 95% CI: 7.22-7.48), and lymphoma (IRR = 5.59; CI: 5.48-5.69) after adjusting for atrazine groundwater concentration and the county socio-economic status. While these findings do not indicate a causal relationship, because other contaminants or cancer risk factors have not been accounted for, they suggest that atrazine and nitrate may pose a risk relative to the genesis of pediatric brain and CNS cancers, leukemia, and lymphoma.
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Affiliation(s)
- Balkissa S. Ouattara
- Department of Environmental, Agricultural and Occupational HealthCollege of Public HealthUniversity of Nebraska Medical CenterOmahaNEUSA
| | - Jagadeesh Puvvula
- Department of Environmental, Agricultural and Occupational HealthCollege of Public HealthUniversity of Nebraska Medical CenterOmahaNEUSA
| | - Azar Abadi
- Department of Environmental, Agricultural and Occupational HealthCollege of Public HealthUniversity of Nebraska Medical CenterOmahaNEUSA
| | - Siddhi Munde
- Department of Environmental, Agricultural and Occupational HealthCollege of Public HealthUniversity of Nebraska Medical CenterOmahaNEUSA
| | - Alan S. Kolok
- Idaho Water Resources Research InstituteUniversity of IdahoMoscowIDUSA
| | - Shannon Bartelt‐Hunt
- Department of Civil and Environmental EngineeringCollege of EngineeringUniversity of Nebraska‐LincolnOmahaNEUSA
| | - Jesse E. Bell
- Department of Environmental, Agricultural and Occupational HealthCollege of Public HealthUniversity of Nebraska Medical CenterOmahaNEUSA
| | - Christopher S. Wichman
- Department of BiostatisticsCollege of Public HealthUniversity of Nebraska Medical CenterOmahaNEUSA
| | - Eleanor Rogan
- Department of Environmental, Agricultural and Occupational HealthCollege of Public HealthUniversity of Nebraska Medical CenterOmahaNEUSA
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17
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Marin-Gomez FX, Mendioroz-Peña J, Mayer MA, Méndez-Boo L, Mora N, Hermosilla E, Coma E, Vilaseca JM, Leis A, Medina M, Catalina QM, Vidal-Alaball J. Comparing the Clinical Characteristics and Mortality of Residential and Non-Residential Older People with COVID-19: Retrospective Observational Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:483. [PMID: 35010742 PMCID: PMC8744689 DOI: 10.3390/ijerph19010483] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Revised: 12/24/2021] [Accepted: 12/30/2021] [Indexed: 01/08/2023]
Abstract
Nursing homes have accounted for a significant part of SARS-CoV-2 mortality, causing great social alarm. Using data collected from electronic medical records of 1,319,839 institutionalised and non-institutionalised persons ≥ 65 years, the present study investigated the epidemiology and differential characteristics between these two population groups. Our results showed that the form of presentation of the epidemic outbreak, as well as some risk factors, are different among the elderly institutionalised population with respect to those who are not. In addition to a twenty-fold increase in the rate of adjusted mortality among institutionalised individuals, the peak incidence was delayed by approximately three weeks. Having dementia was shown to be a risk factor for death, and, unlike the non-institutionalised group, neither obesity nor age were shown to be significantly associated with the risk of death among the institutionalised. These differential characteristics should be able to guide the actions to be taken by the health administration in the event of a similar infectious situation among institutionalised elderly people.
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Affiliation(s)
- Francesc X. Marin-Gomez
- Health Promotion in Rural Areas Research Group, Gerència Territorial de la Catalunya Central, Institut Català de la Salut, 08772 St. Fruitós de Bages, Spain; (F.X.M.-G.); (J.M.-P.); (J.V.-A.)
- Unitat de Suport a la Recerca de la Catalunya Central, Fundació Institut Universitari per a la Recerca a l’Atenció Primària de Salut Jordi Gol i Gurina, 08772 St. Fruitós de Bages, Spain;
- Faculty of Medicine, University of Vic-Central University of Catalonia (UVIC-UCC), 08500 Vic, Spain;
| | - Jacobo Mendioroz-Peña
- Health Promotion in Rural Areas Research Group, Gerència Territorial de la Catalunya Central, Institut Català de la Salut, 08772 St. Fruitós de Bages, Spain; (F.X.M.-G.); (J.M.-P.); (J.V.-A.)
- COVID-19 Response Unit, Department of Health, Generalitat de Catalunya, 08005 Barcelona, Spain
| | - Miguel-Angel Mayer
- Research Programme on Biomedical Informatics (GRIB), Hospital del Mar Medical Research Institute (IMIM), Universitat Pompeu Fabra, 08003 Barcelona, Spain;
| | - Leonardo Méndez-Boo
- Sistemes d’Informació dels Serveis d’Atenció Primària (SISAP), Institut Català de la Salut (ICS), 08007 Barcelona, Spain; (L.M.-B.); (N.M.); (E.H.); (E.C.); (M.M.)
| | - Núria Mora
- Sistemes d’Informació dels Serveis d’Atenció Primària (SISAP), Institut Català de la Salut (ICS), 08007 Barcelona, Spain; (L.M.-B.); (N.M.); (E.H.); (E.C.); (M.M.)
- Fundació Institut Universitari per a la Recerca a l’Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), 08007 Barcelona, Spain
| | - Eduardo Hermosilla
- Sistemes d’Informació dels Serveis d’Atenció Primària (SISAP), Institut Català de la Salut (ICS), 08007 Barcelona, Spain; (L.M.-B.); (N.M.); (E.H.); (E.C.); (M.M.)
- Fundació Institut Universitari per a la Recerca a l’Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), 08007 Barcelona, Spain
| | - Ermengol Coma
- Sistemes d’Informació dels Serveis d’Atenció Primària (SISAP), Institut Català de la Salut (ICS), 08007 Barcelona, Spain; (L.M.-B.); (N.M.); (E.H.); (E.C.); (M.M.)
| | - Josep-Maria Vilaseca
- Faculty of Medicine, University of Vic-Central University of Catalonia (UVIC-UCC), 08500 Vic, Spain;
| | - Angela Leis
- Research Programme on Biomedical Informatics (GRIB), Hospital del Mar Medical Research Institute (IMIM), Universitat Pompeu Fabra, 08003 Barcelona, Spain;
| | - Manolo Medina
- Sistemes d’Informació dels Serveis d’Atenció Primària (SISAP), Institut Català de la Salut (ICS), 08007 Barcelona, Spain; (L.M.-B.); (N.M.); (E.H.); (E.C.); (M.M.)
| | - Queralt Miró Catalina
- Unitat de Suport a la Recerca de la Catalunya Central, Fundació Institut Universitari per a la Recerca a l’Atenció Primària de Salut Jordi Gol i Gurina, 08772 St. Fruitós de Bages, Spain;
| | - Josep Vidal-Alaball
- Health Promotion in Rural Areas Research Group, Gerència Territorial de la Catalunya Central, Institut Català de la Salut, 08772 St. Fruitós de Bages, Spain; (F.X.M.-G.); (J.M.-P.); (J.V.-A.)
- Unitat de Suport a la Recerca de la Catalunya Central, Fundació Institut Universitari per a la Recerca a l’Atenció Primària de Salut Jordi Gol i Gurina, 08772 St. Fruitós de Bages, Spain;
- Faculty of Medicine, University of Vic-Central University of Catalonia (UVIC-UCC), 08500 Vic, Spain;
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18
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Sauch Valmaña G, Miró Catalina Q, Vidal-Alaball J. Prevalence and Incidence of Patients With Fibromyalgia in Catalonia Between 2010 and 2017: A Descriptive Observational Study. J Prim Care Community Health 2022; 13:21501319221094169. [PMID: 35465748 PMCID: PMC9036322 DOI: 10.1177/21501319221094169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 03/25/2022] [Accepted: 03/28/2022] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVE To measure the prevalence and cumulative incidence of individuals diagnosed with fibromyalgia (FM) in Catalonia between 2010 and 2017. METHODS A retrospective observational study of the population of Catalonia between 2010 and 2017, both included, was designed to describe the incidence, prevalence, and sociodemographic characteristics of individuals diagnosed with fibromyalgia. A total of 56 098 patients were included in the study. The scope of the study were the 283 Primary Care Teams (PCT), all managed by the Instituto Catalán de la Salud [Catalan Institute of Health] (ICS). RESULTS The diagnosis of FM is higher in females (95.4%) than males (4.55%), with a mean age of 53.0 [45.0-61.0] years. The prevalence of FM in the total population was 0.4% in 2010 and 1.4% in 2017. The highest prevalence was found in the 55 to 65 age group (1.05% in 2010, and 2.46% in 2017). A relationship was found between the prevalence of FM and the degree of socioeconomic deprivation in urban areas: the greater the deprivation, the greater the prevalence of FM. The cumulative incidence of FM in the population remained constant over time (0.11% in 2010 and 0.10% in 2017), being more prevalent in women than men (0.18% women, 0.01% men in 2017). CONCLUSIONS Our study confirms that FM is a prevalent disease in Catalonia, with an upward trend in recent years and it is more prevalent in women.
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Affiliation(s)
- Glòria Sauch Valmaña
- Unitat de Suport a la Recerca de la Catalunya Central, Fundació Institut Universitari per a la Recerca a l’Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Sant Fruitós del Bages, Spain
- Health Promotion in Rural Areas Research Group, Gerencia Territorial de la Catalunya Central, Institut Català de la Salut, Sant Fruitós de Bages, Spain
| | - Queralt Miró Catalina
- Unitat de Suport a la Recerca de la Catalunya Central, Fundació Institut Universitari per a la Recerca a l’Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Sant Fruitós del Bages, Spain
| | - Josep Vidal-Alaball
- Unitat de Suport a la Recerca de la Catalunya Central, Fundació Institut Universitari per a la Recerca a l’Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Sant Fruitós del Bages, Spain
- Health Promotion in Rural Areas Research Group, Gerencia Territorial de la Catalunya Central, Institut Català de la Salut, Sant Fruitós de Bages, Spain
- University of Vic—Central University of Catalonia, Vic, Spain
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19
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Coma E, Miró Q, Medina M, Marin-Gomez FX, Cos X, Benítez M, Mas A, Fàbregas M, Fina F, Lejardi Y, Vidal-Alaball J. Association between the reduction of face-to-face appointments and the control of patients with type 2 diabetes mellitus during the Covid-19 pandemic in Catalonia. Diabetes Res Clin Pract 2021; 182:109127. [PMID: 34752800 PMCID: PMC8592525 DOI: 10.1016/j.diabres.2021.109127] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Revised: 10/20/2021] [Accepted: 11/02/2021] [Indexed: 11/23/2022]
Abstract
AIM To analyse the relation between face-to-face appointments and management of patients with type 2 diabetes mellitus (T2DM) visited in primary care practices (PCP). METHODS Retrospective study in 287 primary care practices (PCPs) attending>300,000 patients with T2DM. We analysed the results of 9 diabetes-related indicators of the Healthcare quality standard, comprising foot and retinopathy screening, blood pressure (BP) and glycemic control; and the incidence of T2DM. We calculated each indicator's percentage of change in 2020 with respect to the results of 2019. RESULTS Indicators' results were reduced in 2020 compared to 2019, highlighting the indicators of foot and retinopathy screening (-51.6% and -25.7%, respectively); the glycemic control indicator (-21.2%); the BP control indicator (-33.7%) and the incidence of T2DM (-25.6%). Conversely, the percentage of type 2 diabetes patients with HbA1c > 10% increased by 34%. PCPs with<11 weekly face-to-face appointments offered per professional had greater reductions than those PCPs with more than 40. For instance, a reduction of -60.7% vs -38.2% (p-value < 0.001) in the foot screening's indicator; -27.5% vs -12.5% (p-value < 0.001) in glycemic control and -40.2 vs -24.3% (p-value < 0.001) in BP control. CONCLUSIONS Reducing face-to-face visits offered may impact T2DM patients' follow-up and thus worsen their control.
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Affiliation(s)
- Ermengol Coma
- Primary Care Services Information Systems, Institut Català de la Salut, Barcelona, Spain.
| | - Queralt Miró
- Health Promotion in Rural Areas Research Group, Gerència Territorial de la Catalunya Central, Institut Català de la Salut, Spain
| | - Manuel Medina
- Primary Care Services Information Systems, Institut Català de la Salut, Barcelona, Spain
| | - Francesc X Marin-Gomez
- Health Promotion in Rural Areas Research Group, Gerència Territorial de la Catalunya Central, Institut Català de la Salut, Spain; Unitat de Suport a la Recerca de la Catalunya Central, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina, Spain; Faculty of Medicine. University of Vic - Central University of Catalonia, Vic, Spain
| | - Xavier Cos
- DAP_Cat Research Group, Gerencia Territorial Barcelona Ciutat, Institut Català de la Salut, Spain; Foundation University Institute for Primary Health Care Research Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain; Universitat Autonoma de Barcelona, Spain; Institut Català de la Salut, Spain
| | - Mència Benítez
- Primary Care Services Information Systems, Institut Català de la Salut, Barcelona, Spain; Equip d'Atenció Primària de Gòtic, Institut Català de la Salut, Barcelona, Spain
| | | | - Mireia Fàbregas
- Primary Care Services Information Systems, Institut Català de la Salut, Barcelona, Spain
| | - Francesc Fina
- Primary Care Services Information Systems, Institut Català de la Salut, Barcelona, Spain
| | | | - Josep Vidal-Alaball
- Health Promotion in Rural Areas Research Group, Gerència Territorial de la Catalunya Central, Institut Català de la Salut, Spain; Unitat de Suport a la Recerca de la Catalunya Central, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina, Spain; Faculty of Medicine. University of Vic - Central University of Catalonia, Vic, Spain
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20
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Charlton A, Vidal X, Sabaté M, Bailarín E, Martínez LML, Ibáñez L. Factors associated with primary nonadherence to newly initiated direct oral anticoagulants in patients with nonvalvular atrial fibrillation. J Manag Care Spec Pharm 2021; 27:1210-1220. [PMID: 34464214 PMCID: PMC10391044 DOI: 10.18553/jmcp.2021.27.9.1210] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND: Direct oral anticoagulants (DOACs) are widely used for the prevention of stroke in nonvalvular atrial fibrillation (NVAF); however, real-world primary nonadherence (failing to collect the first prescription) has been measured in very few studies. OBJECTIVE: To report primary nonadherence in NVAF patients who are newly prescribed DOACs and identify associated factors. METHODS: This observational retrospective cohort study used a large primary care database in Catalonia. Patients with NVAF who were newly prescribed a DOAC between January 2009 and December 2015 were identified, and primary nonadherence was measured by comparing prescribing records to pharmacy claims data. Multivariable logistic regression was used to determine associated factors. RESULTS: A total of 12,257 patients met the inclusion and exclusion criteria; of these, 1,276 (10.4%) were primary nonadherent. Primary nonadherence was found to be 12.8% for apixaban, 8.6% for dabigatran, and 10.8% for rivaroxaban. Multivariable logistic regression indicated higher odds of primary nonadherence with apixaban and rivaroxaban compared to dabigatran (apixaban: OR = 1.61, 95% CI = 1.39-1.87; rivaroxaban: OR = 1.28, 95% CI = 1.11-1.47). Patients aged at least 80 years showed lower odds of primary nonadherence compared to those aged less than 65 years (OR = 0.78, 95% CI = 0.66-0.93). A diagnosis of chronic kidney disease was associated with primary nonadherence (OR = 1.27, 95% CI = 1.08-1.50). Whereas, diabetes (OR = 0.85, 95% CI = 0.74-0.97), hypertension (OR = 0.79, 95% CI = 0.70-0.91), and stroke/transient ischemic attack (OR = 0.70, 95% C I =0.59-0.82) were inversely associated with primary nonadherence. CONCLUSIONS: Overall, 10.4% of patients prescribed DOACs were primary nonadherent, failing to collect the first prescription. The percentage could have serious implications for patient outcomes and the real-world cost-effectiveness of prescribing DOACs in NVAF. Rates of primary nonadherence and associated factors may provide useful information for the design and evaluation of adherence interventions. DISCLOSURES: No outside funding was received for this study. The data for this study came from the European Medicines Agency PE-PV project (Grant/Award Number EMA/2015/27/PH). The authors have nothing to disclose. A preliminary version of this work was presented at the European Drug Utilisation Research Group (EuroDURG) Conference, Szeged, Hungary, March 5, 2020.
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Affiliation(s)
- Alethea Charlton
- Fundació Institut Català de Farmacologia (FICF), Hospital Vall d'Hebron, Barcelona, Spain; Institute for Medical Information Processing, Biometry and Epidemiology, LMU Munich, Munich, Germany; and Pettenkofer School of Public Health, Munich, Germany
| | - Xavier Vidal
- Fundació Institut Català de Farmacologia (FICF), Hospital Vall d'Hebron; Autonomous University of Barcelona; and Clinical Pharmacology Department, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Mònica Sabaté
- Fundació Institut Català de Farmacologia (FICF), Hospital Vall d'Hebron; Autonomous University of Barcelona; and Clinical Pharmacology Department, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Elena Bailarín
- Fundació Institut Català de Farmacologia (FICF) and Clinical Pharmacology Department, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Lina María Leguízamo Martínez
- Autonomous University of Barcelona and Clinical Pharmacology Department, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Luisa Ibáñez
- Fundació Institut Català de Farmacologia (FICF), Hospital Vall d'Hebron; Autonomous University of Barcelona; and Clinical Pharmacology Department, Vall d'Hebron University Hospital, Barcelona, Spain
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21
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Cabezas C, Coma E, Mora-Fernandez N, Li X, Martinez-Marcos M, Fina F, Fabregas M, Hermosilla E, Jover A, Contel JC, Lejardi Y, Enfedaque B, Argimon JM, Medina-Peralta M, Prieto-Alhambra D. Associations of BNT162b2 vaccination with SARS-CoV-2 infection and hospital admission and death with covid-19 in nursing homes and healthcare workers in Catalonia: prospective cohort study. BMJ 2021; 374:n1868. [PMID: 34407952 PMCID: PMC8371258 DOI: 10.1136/bmj.n1868] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
OBJECTIVE To determine associations of BNT162b2 vaccination with SARS-CoV-2 infection and hospital admission and death with covid-19 among nursing home residents, nursing home staff, and healthcare workers. DESIGN Prospective cohort study. SETTING Nursing homes and linked electronic medical record, test, and mortality data in Catalonia on 27 December 2020. PARTICIPANTS 28 456 nursing home residents, 26 170 nursing home staff, and 61 791 healthcare workers. MAIN OUTCOME MEASURES Participants were followed until the earliest outcome (confirmed SARS-CoV-2 infection, hospital admission or death with covid-19) or 26 May 2021. Vaccination status was introduced as a time varying exposure, with a 14 day run-in after the first dose. Mixed effects Cox models were fitted to estimate hazard ratios with index month as a fixed effect and adjusted for confounders including sociodemographics, comorbidity, and previous medicine use. RESULTS Among the nursing home residents, SARS-CoV-2 infection was found in 2482, 411 were admitted to hospital with covid-19, and 450 died with covid-19 during the study period. In parallel, 1828 nursing home staff and 2968 healthcare workers were found to have SARS-CoV-2 infection, but fewer than five were admitted or died with covid-19. The adjusted hazard ratio for SARS-CoV-2 infection after two doses of vaccine was 0.09 (95% confidence interval 0.08 to 0.11) for nursing home residents, 0.20 (0.17 to 0.24) for nursing home staff, and 0.13 (0.11 to 0.16) for healthcare workers. Adjusted hazard ratios for hospital admission and mortality after two doses of vaccine were 0.05 (0.04 to 0.07) and 0.03 (0.02 to 0.04), respectively, for nursing home residents. Nursing home staff and healthcare workers recorded insufficient events for mortality analysis. CONCLUSIONS Vaccination was associated with 80-91% reduction in SARS-CoV-2 infection in all three cohorts and greater reductions in hospital admissions and mortality among nursing home residents for up to five months. More data are needed on longer term effects of covid-19 vaccines.
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Affiliation(s)
- Carmen Cabezas
- Public Health Secretariat, Department of Health, Generalitat de Catalunya, Barcelona, Spain
| | - Ermengol Coma
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
| | - Nuria Mora-Fernandez
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
| | - Xintong Li
- Centre for Statistics in Medicine, NDORMS, University of Oxford, Oxford, UK
| | - Montse Martinez-Marcos
- Public Health Secretariat, Department of Health, Generalitat de Catalunya, Barcelona, Spain
| | - Francesc Fina
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
| | - Mireia Fabregas
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
| | | | - Angel Jover
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
| | - Juan Carlos Contel
- Chronic Care Program, Integrated Health and Social Care Plan, Department of Health, Generalitat de Catalunya, Barcelona, Spain
| | - Yolanda Lejardi
- Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
| | - Belen Enfedaque
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
| | | | - Manuel Medina-Peralta
- Direcció assistencial d'Atenció Primària i a la Comunitat, Institut Català de la Salut (ICS), Generalitat de Catalunya, Barcelona, Spain
| | - Daniel Prieto-Alhambra
- Centre for Statistics in Medicine, NDORMS, University of Oxford, Oxford, UK
- Department of Medical Informatics, Erasmus University Medical Center, Rotterdam, Netherlands
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22
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Catala M, Coma E, Alonso S, Álvarez-Lacalle E, Cordomi S, López D, Fina F, Medina-Peralta M, Prats C, Prieto-Alhambra D. Risk Diagrams Based on Primary Care Electronic Medical Records and Linked Real-Time PCR Data to Monitor Local COVID-19 Outbreaks During the Summer 2020: A Prospective Study Including 7,671,862 People in Catalonia. Front Public Health 2021; 9:693956. [PMID: 34291033 PMCID: PMC8287173 DOI: 10.3389/fpubh.2021.693956] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Accepted: 06/07/2021] [Indexed: 11/23/2022] Open
Abstract
Monitoring transmission is a prerequisite for containing COVID-19. We report on effective potential growth (EPG) as a novel measure for the early identification of local outbreaks based on primary care electronic medical records (EMR) and PCR-confirmed cases. Secondly, we studied whether increasing EPG precedes local hospital and intensive care (ICU) admissions and mortality. Population-based cohort including all Catalan citizens' PCR tests, hospitalization, intensive care (ICU) and mortality between 1/07/2020 and 13/09/2020; linked EMR covering 88.6% of the Catalan population was obtained. Nursing home residents were excluded. COVID-19 counts were ascertained based on EMR and PCRs separately. Weekly empirical propagation (ρ7) and 14-day cumulative incidence (A14) and 95% confidence intervals were estimated at care management area (CMA) level, and combined as EPG = ρ7 × A14. Overall, 7,607,201 and 6,798,994 people in 43 CMAs were included for PCR and EMR measures, respectively. A14, ρ7, and EPG increased in numerous CMAs during summer 2020. EMR identified 2.70-fold more cases than PCRs, with similar trends, a median (interquartile range) 2 (1) days earlier, and better precision. Upticks in EPG preceded increases in local hospital admissions, ICU occupancy, and mortality. Increasing EPG identified localized outbreaks in Catalonia, and preceded local hospital and ICU admissions and subsequent mortality. EMRs provided similar estimates to PCR, but some days earlier and with better precision. EPG is a useful tool for the monitoring of community transmission and for the early identification of COVID-19 local outbreaks.
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Affiliation(s)
- Marti Catala
- Computational Biology and Complex Systems (BIOCOM-SC), Department of Physics, Universitat Politècnica de Catalunya, Castelldefels, Spain.,Comparative Medicine and Bioimage Centre of Catalonia (CMCiB), Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
| | - Ermengol Coma
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Català de la Salut (ICS), Barcelona, Spain
| | - Sergio Alonso
- Computational Biology and Complex Systems (BIOCOM-SC), Department of Physics, Universitat Politècnica de Catalunya, Castelldefels, Spain
| | - Enrique Álvarez-Lacalle
- Computational Biology and Complex Systems (BIOCOM-SC), Department of Physics, Universitat Politècnica de Catalunya, Castelldefels, Spain
| | - Silvia Cordomi
- Direcció d'Estratègia i Qualitat, Institut Català de la Salut, Barcelona, Spain
| | - Daniel López
- Computational Biology and Complex Systems (BIOCOM-SC), Department of Physics, Universitat Politècnica de Catalunya, Castelldefels, Spain
| | - Francesc Fina
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Català de la Salut (ICS), Barcelona, Spain
| | - Manuel Medina-Peralta
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Català de la Salut (ICS), Barcelona, Spain
| | - Clara Prats
- Computational Biology and Complex Systems (BIOCOM-SC), Department of Physics, Universitat Politècnica de Catalunya, Castelldefels, Spain.,Comparative Medicine and Bioimage Centre of Catalonia (CMCiB), Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
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23
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Lung, Breast and Colorectal Cancer Incidence by Socioeconomic Status in Spain: A Population-Based Multilevel Study. Cancers (Basel) 2021; 13:cancers13112820. [PMID: 34198798 PMCID: PMC8201149 DOI: 10.3390/cancers13112820] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 05/27/2021] [Accepted: 05/31/2021] [Indexed: 12/20/2022] Open
Abstract
Socioeconomic inequalities in cancer incidence are not well documented in southern Europe. We aim to study the association between socioeconomic status (SES) and colorectal, lung, and breast cancer incidence in Spain. We conducted a multilevel study using data from Spanish population-based cancer registries, including incident cases diagnosed for the period 2010-2013 in nine Spanish provinces. We used Poisson mixed-effects models, including the census tract as a random intercept, to derive cancer incidence rate ratios by SES, adjusted for age and calendar year. Male adults with the lowest SES, compared to those with the highest SES, showed weak evidence of being at increased risk of lung cancer (risk ratio (RR): 1.18, 95% CI: 0.94-1.46) but showed moderate evidence of being at reduced risk of colorectal cancer (RR: 0.84, 95% CI: 0.74-0.97). Female adults with the lowest SES, compared to those with the highest SES, showed strong evidence of lower breast cancer incidence with 24% decreased risk (RR: 0.76, 95% CI: 0.68-0.85). Among females, we did not find evidence of an association between SES and lung or colorectal cancer. The associations found between SES and cancer incidence in Spain are consistent with those obtained in other European countries.
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24
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Solans O, Vidal-Alaball J, Roig Cabo P, Mora N, Coma E, Bonet Simó JM, Hermosilla Pérez E, Saigí-Rubió F, Olmos Domínguez C, Piera-Jiménez J, Abizanda González M, López Seguí F. Characteristics of Citizens and Their Use of Teleconsultations in Primary Care in the Catalan Public Health System Before and During the COVID-19 Pandemic: Retrospective Descriptive Cross-sectional Study. J Med Internet Res 2021; 23:e28629. [PMID: 33970867 PMCID: PMC8163495 DOI: 10.2196/28629] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 04/29/2021] [Accepted: 05/06/2021] [Indexed: 02/06/2023] Open
Abstract
Background eConsulta—that is, asynchronous, two-way teleconsultation in primary care—is one of the most important telemedicine developments in the Catalan public health system, a service that has been heavily boosted by the onset of the COVID-19 pandemic. It is vital to know the characteristics of its users in order to be able to meet their needs and understand the coverage of this service in a context where there is reduced accessibility to the health system. Objective This study aims to analyze the profile of the citizens who use the eConsulta tool and the reasons for their use, as well as to gain an understanding of the elements that characterize their decision to use it while distinguishing between those who used it before and those who have used it since the onset of the COVID-19 pandemic. Methods A descriptive, observational study based on administrative data was performed. This study differentiates between the COVID-19 pandemic era and the period preceding it, considering the day the state of emergency was declared in Spain (ie, March 12, 2020) as the cut-off point. It also differentiates between eConsulta users who send messages and those who only receive them. Results During the pandemic, the number of unique users of this teleconsultation service had almost tripled, with up to 33.10 visits per 1000 inhabitants per month reported in the first three months. For the two user profiles analyzed, most users since the start of the COVID-19 outbreak were predominantly female, systematically younger, more actively employed, and with less complex pathologies. Furthermore, eConsulta users received more messages proactively from the health professionals. There was also a relative decrease in the number of conversations initiated by higher-income urban users and an increase in conversations initiated by users in rural areas. Conclusions The COVID-19 pandemic has helped to generalize the use of telemedicine as a tool to compensate, to some extent, for the decline in face-to-face visits, especially among younger citizens in Catalonia. Telemedicine has made it possible to maintain contact between citizens and the health care system in the context of maximum complexity.
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Affiliation(s)
- Oscar Solans
- Health Department, Catalan Ministry of Health, Barcelona, Spain.,Digitalization for the Sustainability of the Healthcare System, Sistema de Salut de Catalunya, Barcelona, Spain
| | - Josep Vidal-Alaball
- Health Promotion in Rural Areas Research Group, Gerència Territorial de la Catalunya Central, Institut Català de la Salut, Sant Fruitós de Bages, Spain.,Unitat de Suport a la Recerca de la Catalunya Central, Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina, Sant Fruitós de Bages, Spain.,Faculty of Medicine, University of Vic - Central University of Catalonia, Vic, Spain
| | - Pasqual Roig Cabo
- Northern Metropolitan Primary Care Directorate, Institut Català de la Salut, Badalona, Spain
| | - Núria Mora
- Primary Care Services Information Systems, Institut Català de la Salut, Barcelona, Spain
| | - Ermengol Coma
- Primary Care Services Information Systems, Institut Català de la Salut, Barcelona, Spain
| | - Josep Maria Bonet Simó
- Northern Metropolitan Primary Care Directorate, Institut Català de la Salut, Badalona, Spain
| | - Eduardo Hermosilla Pérez
- Primary Care Services Information Systems, Institut Català de la Salut, Barcelona, Spain.,Jordi Gol i Gurina Primary Health Care Research Institute Foundation, Barcelona, Spain
| | - Francesc Saigí-Rubió
- Faculty of Health Sciences, Universitat Oberta de Catalunya, Barcelona, Spain.,Interdisciplinary Research Group on ICTs, Barcelona, Spain
| | | | - Jordi Piera-Jiménez
- Digitalization for the Sustainability of the Healthcare System, Sistema de Salut de Catalunya, Barcelona, Spain.,Servei Català de la Salut, Barcelona, Spain.,Open Evidence Research Group, Universitat Oberta de Catalunya, Barcelona, Spain
| | - Mercè Abizanda González
- Health Department, eHealth Unit, Barcelona, Spain.,Pere Virgili Health Park, Primary Care Management Control, Barcelona, Spain
| | - Francesc López Seguí
- Northern Metropolitan Primary Care Directorate, Institut Català de la Salut, Badalona, Spain.,Centre de Recerca en Economia i Salut, Pompeu Fabra University, Barcelona, Spain
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25
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Coma E, Guiriguet C, Mora N, Marzo-Castillejo M, Benítez M, Méndez-Boo L, Fina F, Fàbregas M, Mercadé A, Medina M. Impact of the COVID-19 pandemic and related control measures on cancer diagnosis in Catalonia: a time-series analysis of primary care electronic health records covering about five million people. BMJ Open 2021; 11:e047567. [PMID: 34006554 PMCID: PMC8130761 DOI: 10.1136/bmjopen-2020-047567] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 02/06/2021] [Accepted: 04/14/2021] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE Cancer care has been disrupted by the response of health systems to the COVID-19 pandemic, especially during lockdowns. The objective of our study is to evaluate the impact of the pandemic on the incidence of cancer diagnoses in primary care. DESIGN Time-series study of malignant neoplasms and diagnostic procedures, using data from the primary care electronic health records from January 2014 to September 2020. SETTING Primary care, Catalonia, Spain. PARTICIPANTS People older than 14 years and assigned in one of the primary care practices of the Catalan Institute of Health with a new diagnosis of malignant neoplasm. MAIN OUTCOME MEASURES We obtained the monthly expected incidence of malignant neoplasms using a temporary regression, where the response variable was the incidence of cancer from 2014 to 2018 and the adjustment variables were the trend and seasonality of the time series. Excess or lack of malignant neoplasms was defined as the number of observed minus expected cases, globally and stratified by sex, age, type of cancer and socioeconomic status. RESULTS Between March and September 2020 we observed 8766 (95% CI 4135 to 13 397) fewer malignant neoplasm diagnoses, representing a reduction of 34% (95% CI 19.5% to 44.1%) compared with the expected. This underdiagnosis was greater in individuals aged older than 64 years, men and in some types of cancers (skin, colorectal, prostate). Although the reduction was predominantly focused during the lockdown, expected figures have not yet been reached (40.5% reduction during the lockdown and 24.3% reduction after that). CONCLUSIONS Reduction in cancer incidence has been observed during and after the lockdown. Urgent policy interventions are necessary to mitigate the indirect effects of the COVID-19 pandemic and related control measures on other diseases and some strategies must be designed in order to reduce the underdiagnosis of cancer.
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Affiliation(s)
- Ermengol Coma
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Catala De La Salut, Barcelona, Spain
| | - Carolina Guiriguet
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Catala De La Salut, Barcelona, Spain
- Equip d'Atenció Primària Gòtic, Institut Catala De La Salut, Barcelona, Spain
| | - Nuria Mora
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Catala De La Salut, Barcelona, Spain
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
| | - Mercè Marzo-Castillejo
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
- Unitat de Suport a la Recerca Metropolitana Sud, Direcció d'Atenció Primària Costa de Ponent, ICS, Barcelona, Spain
| | - Mencia Benítez
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Catala De La Salut, Barcelona, Spain
- Equip d'Atenció Primària Gòtic, Institut Catala De La Salut, Barcelona, Spain
| | - Leonardo Méndez-Boo
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Catala De La Salut, Barcelona, Spain
| | - Francesc Fina
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Catala De La Salut, Barcelona, Spain
| | - Mireia Fàbregas
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Catala De La Salut, Barcelona, Spain
| | - Albert Mercadé
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Catala De La Salut, Barcelona, Spain
| | - Manuel Medina
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Catala De La Salut, Barcelona, Spain
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26
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Tetzlaff F, Epping J, Tetzlaff J, Golpon H, Geyer S. Socioeconomic inequalities in lung cancer - a time trend analysis with German health insurance data. BMC Public Health 2021; 21:538. [PMID: 33740928 PMCID: PMC7977592 DOI: 10.1186/s12889-021-10576-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Accepted: 03/07/2021] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Lung Cancer (LC) is one of the most prevalent cancer diseases. Due to the lack of databases which allow the combination of information on individual socioeconomic status (SES) and cancer incidence, research on social inequalities in LC among the German population is rare. The aim of the study is to analyse time trends in social inequalities in LC in Germany. METHODS The analyses are based on data of a large statutory health insurance provider. The data contain information on diagnoses, occupation and education (working age), and income (full age range) of the insurance population. Trends were analysed for two subpopulations (retirement age and working age) and stratified by sex. The analyses are based on incidence rates and proportional hazard models spanning the periods 2006-2009, 2010-2013 and 2014-2017. RESULTS Incidence rates declined in men but increased in women. For men, inequalities were strongest in terms of income and the decline in incidence was most pronounced in middle- and higher-income men. Among women at retirement age, a reversed income gradient was found which disappeared in the second period. The educational gradient among the working-age population decreased over time due to the trend towards increasing incidence among individuals with higher education. Declining gradients were also found for occupational position. CONCLUSION The findings reveal considerable inequalities in LC and that trends vary with respect to SES, sex and age. Widening income inequalities were found in the retired population, while educational and occupational inequalities tend to narrow among the working-age population.
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Affiliation(s)
- Fabian Tetzlaff
- Institute for General Practice, Hannover Medical School, Hanover, Germany.
| | - Jelena Epping
- Medical Sociology Unit, Hannover Medical School, Hanover, Germany
- Comprehensive Cancer Center Hannover, Hannover Medical School, Hanover, Germany
| | - Juliane Tetzlaff
- Medical Sociology Unit, Hannover Medical School, Hanover, Germany
| | - Heiko Golpon
- Department of Pneumology, Hannover Medical School, Hanover, Germany
| | - Siegfried Geyer
- Medical Sociology Unit, Hannover Medical School, Hanover, Germany
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27
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Prieto-Alhambra D, Balló E, Coma E, Mora N, Aragón M, Prats-Uribe A, Fina F, Benítez M, Guiriguet C, Fàbregas M, Medina-Peralta M, Duarte-Salles T. Filling the gaps in the characterization of the clinical management of COVID-19: 30-day hospital admission and fatality rates in a cohort of 118 150 cases diagnosed in outpatient settings in Spain. Int J Epidemiol 2021; 49:1930-1939. [PMID: 33118037 PMCID: PMC7665572 DOI: 10.1093/ije/dyaa190] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/03/2020] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Currently, there is a missing link in the natural history of COVID-19, from first (usually milder) symptoms to hospitalization and/or death. To fill in this gap, we characterized COVID-19 patients at the time at which they were diagnosed in outpatient settings and estimated 30-day hospital admission and fatality rates. METHODS This was a population-based cohort study. Data were obtained from Information System for Research in Primary Care (SIDIAP)-a primary-care records database covering >6 million people (>80% of the population of Catalonia), linked to COVID-19 reverse transcriptase polymerase chain reaction (RT-PCR) tests and hospital emergency, inpatient and mortality registers. We included all patients in the database who were ≥15 years old and diagnosed with COVID-19 in outpatient settings between 15 March and 24 April 2020 (10 April for outcome studies). Baseline characteristics included socio-demographics, co-morbidity and previous drug use at the time of diagnosis, and polymerase chain reaction (PCR) testing and results. Study outcomes included 30-day hospitalization for COVID-19 and all-cause fatality. RESULTS We identified 118 150 and 95 467 COVID-19 patients for characterization and outcome studies, respectively. Most were women (58.7%) and young-to-middle-aged (e.g. 21.1% were 45-54 years old). Of the 44 575 who were tested with PCR, 32 723 (73.4%) tested positive. In the month after diagnosis, 14.8% (14.6-15.0) were hospitalized, with a greater proportion of men and older people, peaking at age 75-84 years. Thirty-day fatality was 3.5% (95% confidence interval: 3.4% to 3.6%), higher in men, increasing with age and highest in those residing in nursing homes [24.5% (23.4% to 25.6%)]. CONCLUSION COVID-19 infections were widespread in the community, including all age-sex strata. However, severe forms of the disease clustered in older men and nursing-home residents. Although initially managed in outpatient settings, 15% of cases required hospitalization and 4% died within a month of first symptoms. These data are instrumental for designing deconfinement strategies and will inform healthcare planning and hospital-bed allocation in current and future COVID-19 outbreaks.
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Affiliation(s)
- Daniel Prieto-Alhambra
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
- Centre for Statistics in Medicine, NDORMS, University of Oxford
| | - Elisabet Balló
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
- Sistemes d’Informació dels Serveis d’Atenció Primària (SISAP), Institut Català de la Salut (ICS), Barcelona, Spain
- Equip d’Atenció Primària de Salt, Institut Català de la Salut, Girona, Spain
| | - Ermengol Coma
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
- Sistemes d’Informació dels Serveis d’Atenció Primària (SISAP), Institut Català de la Salut (ICS), Barcelona, Spain
| | - Núria Mora
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
- Sistemes d’Informació dels Serveis d’Atenció Primària (SISAP), Institut Català de la Salut (ICS), Barcelona, Spain
| | - María Aragón
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
| | | | - Francesc Fina
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
- Sistemes d’Informació dels Serveis d’Atenció Primària (SISAP), Institut Català de la Salut (ICS), Barcelona, Spain
| | - Mència Benítez
- Sistemes d’Informació dels Serveis d’Atenció Primària (SISAP), Institut Català de la Salut (ICS), Barcelona, Spain
- Equip d’Atenció Primària Gòtic, Institut Català de la Salut, Barcelona, Spain
| | - Carolina Guiriguet
- Sistemes d’Informació dels Serveis d’Atenció Primària (SISAP), Institut Català de la Salut (ICS), Barcelona, Spain
- Equip d’Atenció Primària Gòtic, Institut Català de la Salut, Barcelona, Spain
| | - Mireia Fàbregas
- Sistemes d’Informació dels Serveis d’Atenció Primària (SISAP), Institut Català de la Salut (ICS), Barcelona, Spain
| | - Manuel Medina-Peralta
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
- Sistemes d’Informació dels Serveis d’Atenció Primària (SISAP), Institut Català de la Salut (ICS), Barcelona, Spain
| | - Talita Duarte-Salles
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
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Tetzlaff F, Epping J, Golpon H, Tetzlaff J. Compression, expansion, or maybe both? Growing inequalities in lung cancer in Germany. PLoS One 2020; 15:e0242433. [PMID: 33216766 PMCID: PMC7679006 DOI: 10.1371/journal.pone.0242433] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Accepted: 11/02/2020] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Lung Cancer (LC) is one of the most common malign diseases worldwide. So far, it is unclear if the development of LC incidence and mortality leads to morbidity compression or expansion and whether these developments differ by socioeconomic characteristics. This study analyses time trends in social and gender inequalities in life years with and without LC in Germany. METHODS The study is based on data of a large German statutory health insurance provider (N = 2,511,790). Incidence and mortality risks were estimated from multistate survival models. Trends in life years with and without LC were analysed using multistate life table analyses. All analyses were performed separately for gender, time period (2006-2009 and 2014-2017), and income group (<60% and ≥60% of the German average income). RESULTS Among men, declining LC incidence rates resulted in gains of life years free of LC and declining LC- affected life years and led to a relative compression, which was strongest in men with higher incomes. Among women, a clear increase in life years with LC led to an expansion of the lifespan affected by LC. This expansion was mainly driven by increasing incidence rates in women with low incomes. Overall, income inequalities in LC increased in both genders. CONCLUSIONS Our analyses reveal that developments in the length of life affected by LC differed substantially by gender and income and led to widening health inequalities over time. Public health efforts should mainly focus on vulnerable groups to reduce the persisting social inequalities in LC.
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Affiliation(s)
- Fabian Tetzlaff
- Institute for General Practice, Hannover Medical School, Hanover, Germany
| | - Jelena Epping
- Medical Sociology Unit, Hannover Medical School, Hanover, Germany
- Comprehensive Cancer Center Hannover, Hannover Medical School, Hanover, Germany
| | - Heiko Golpon
- Department of Pneumology, Hannover Medical School, Hanover, Germany
| | - Juliane Tetzlaff
- Medical Sociology Unit, Hannover Medical School, Hanover, Germany
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Larsen IK, Myklebust TÅ, Babigumira R, Vinberg E, Møller B, Ursin G. Education, income and risk of cancer: results from a Norwegian registry-based study. Acta Oncol 2020; 59:1300-1307. [PMID: 32924698 DOI: 10.1080/0284186x.2020.1817548] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
INTRODUCTION Several studies have shown an association between socioeconomic status and incidence of cancer. In this study, we have examined the association between socioeconomic factors, using income and education as proxies, and cancer incidence in Norway, a country known to be egalitarian, with universal access to health care and scoring high on the human development index. METHODS We linked individual data for the total Norwegian population with information on all cancer patients registered in the Cancer Registry of Norway (CRN) with any cancer diagnosed between 2012 and 2016. Data on education, and individual income, were provided from Statistics Norway. We used Poisson regression to obtain incidence rate ratios (IRR) across education and income levels for 23 cancer sites. RESULTS A total of 9 cancers among men and 13 cancers among women were observed to have significantly higher incidence rates in cases with the lowest level of education. Melanoma for both sexes, testis and prostate cancer in men, and breast cancer in women were found to have a higher incidence rate among those with the highest level of education. The largest differences in IRR were found for lung cancer, where men and women with college or university education as their highest completed education had a two- to threefold decreased risk, compared to those with primary school (IRR men; 0.40 [0.37-0.43], women 0.34 [0.31-0.37]). The results for income mirrored the results for education among men, while for women we did not observe many differences in cancer risk across income groups. CONCLUSION Our findings were consistent with findings from other studies showing that the incidence rate of cancer differs across levels of socioeconomic status. We may need behavioral change campaigns focused on lifestyle changes that lower the risk of cancer and target perhaps to those with lower socioeconomic status.
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Affiliation(s)
| | - Tor Åge Myklebust
- Cancer Registry of Norway, Oslo, Norway
- Department of Research and Innovation, Møre and Romsdal Hospital Trust, Ålesund, Norway
| | | | | | | | - Giske Ursin
- Cancer Registry of Norway, Oslo, Norway
- Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
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Coma E, Mora N, Méndez L, Benítez M, Hermosilla E, Fàbregas M, Fina F, Mercadé A, Flayeh S, Guiriguet C, Balló E, Martinez Leon N, Mas A, Cordomí S, Lejardi Y, Medina M. Primary care in the time of COVID-19: monitoring the effect of the pandemic and the lockdown measures on 34 quality of care indicators calculated for 288 primary care practices covering about 6 million people in Catalonia. BMC FAMILY PRACTICE 2020; 21:208. [PMID: 33038926 PMCID: PMC7547821 DOI: 10.1186/s12875-020-01278-8] [Citation(s) in RCA: 81] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Accepted: 09/30/2020] [Indexed: 12/27/2022]
Abstract
BACKGROUND To analyse the impact of the COVID-19 epidemic and the lockdown measures on the follow-up and control of chronic diseases in primary care. METHODS Retrospective study in 288 primary care practices (PCP) of the Catalan Institute of Health. We analysed the results of 34 indicators of the Healthcare quality standard (EQA), comprising different types: treatment (4), follow-up (5), control (10), screening (7), vaccinations (4) and quaternary prevention (4). For each PCP, we calculated each indicator's percentage of change in February, March and April 2020 respective to the results of the previous month; and used the T-Student test for paired data to compare them with the percentage of change in the same month of the previous year. We defined indicators with a negative effect those with a greater negative change or a lesser positive change in 2020 in comparison to 2019; and indicators with a positive effect those with a greater positive change or a lesser negative change. RESULTS We observed a negative effect on 85% of the EQA indicators in March and 68% in April. 90% of the control indicators had a negative effect, highlighting the control of LDL cholesterol with a reduction of - 2.69% (95%CI - 3.17% to - 2.23%) in March and - 3.41% (95%CI - 3.82% to - 3.01%) in April; and the control of blood pressure with a reduction of - 2.13% (95%CI - 2.34% to - 1.9%) and - 2.59% (95%CI - 2.8% to - 2.37%). The indicators with the greatest negative effect were those of screening, such as the indicator of diabetic foot screening with a negative effect of - 2.86% (95%CI - 3.33% to - 2.39%) and - 4.13% (95%CI - 4.55% to - 3.71%) in March and April, respectively. Only one vaccination indicator, adult Measles-Mumps-Rubella vaccine, had a negative effect in both months. Finally, among the indicators of quaternary prevention, we observed negative effects in March and April although in that case a lower inadequacy that means better clinical outcome. CONCLUSIONS The COVID-19 epidemic and the lockdown measures have significantly reduced the results of the follow-up, control, screening and vaccination indicators for patients in primary care. On the other hand, the indicators for quaternary prevention have been strengthened and their results have improved.
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Affiliation(s)
- Ermengol Coma
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Català de la Salut (ICS), Gran Via de les Corts Catalanes, 587, 08007, Barcelona, Spain.
| | - Núria Mora
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Català de la Salut (ICS), Gran Via de les Corts Catalanes, 587, 08007, Barcelona, Spain
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
| | - Leonardo Méndez
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Català de la Salut (ICS), Gran Via de les Corts Catalanes, 587, 08007, Barcelona, Spain
| | - Mència Benítez
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Català de la Salut (ICS), Gran Via de les Corts Catalanes, 587, 08007, Barcelona, Spain
- Equip d'Atenció Primària Gòtic, Institut Català de la Salut, Barcelona, Spain
| | - Eduardo Hermosilla
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Català de la Salut (ICS), Gran Via de les Corts Catalanes, 587, 08007, Barcelona, Spain
- Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), Barcelona, Spain
| | - Mireia Fàbregas
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Català de la Salut (ICS), Gran Via de les Corts Catalanes, 587, 08007, Barcelona, Spain
| | - Francesc Fina
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Català de la Salut (ICS), Gran Via de les Corts Catalanes, 587, 08007, Barcelona, Spain
| | - Albert Mercadé
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Català de la Salut (ICS), Gran Via de les Corts Catalanes, 587, 08007, Barcelona, Spain
| | - Souhel Flayeh
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Català de la Salut (ICS), Gran Via de les Corts Catalanes, 587, 08007, Barcelona, Spain
- Equip d'Atenció Primària Gran Sol, Institut Català de la Salut, Badalona, Spain
| | - Carolina Guiriguet
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Català de la Salut (ICS), Gran Via de les Corts Catalanes, 587, 08007, Barcelona, Spain
- Equip d'Atenció Primària Gòtic, Institut Català de la Salut, Barcelona, Spain
| | - Elisabet Balló
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Català de la Salut (ICS), Gran Via de les Corts Catalanes, 587, 08007, Barcelona, Spain
- Equip d'Atenció Primària de Salt, Institut Català de la Salut, Girona, Spain
| | - Nuria Martinez Leon
- Direcció Assistencial Atenció Primària, Institut Català de la Salut, Barcelona, Spain
| | - Ariadna Mas
- Direcció Assistencial Atenció Primària, Institut Català de la Salut, Barcelona, Spain
| | - Sílvia Cordomí
- Direcció Assistencial Atenció Primària, Institut Català de la Salut, Barcelona, Spain
| | - Yolanda Lejardi
- Direcció Assistencial Atenció Primària, Institut Català de la Salut, Barcelona, Spain
| | - Manuel Medina
- Sistemes d'Informació dels Serveis d'Atenció Primària (SISAP), Institut Català de la Salut (ICS), Gran Via de les Corts Catalanes, 587, 08007, Barcelona, Spain
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Alarkawi D, Ali MS, Bliuc D, Pallares N, Tebe C, Elhussein L, Caskey FJ, Arden NK, Ben-Shlomo Y, Abrahamsen B, Diez-Perez A, Pascual J, Pérez-Sáez MJ, Center JR, Judge A, Cooper C, Javaid MK, Prieto-Alhambra D. Oral Bisphosphonate Use and All-Cause Mortality in Patients With Moderate-Severe (Grade 3B-5D) Chronic Kidney Disease: A Population-Based Cohort Study. J Bone Miner Res 2020; 35:894-900. [PMID: 31968134 DOI: 10.1002/jbmr.3961] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Revised: 12/05/2019] [Accepted: 01/09/2020] [Indexed: 11/11/2022]
Abstract
Oral bisphosphonates (oBPs) have been associated with reduced fractures and mortality. However, their risks and benefits are unclear in patients with moderate-severe CKD. This study examined the association between oBPs and all-cause mortality in G3B-5D CKD. This is a population-based cohort study including all subjects with an estimated glomerular filtration rate (eGFR) <45/mL/min/1.73 m2 (G3B: eGFR <45/mL/min/1.73 m2 G4: eGFR 15-29/mL/min/1.73 m2 G5: eGFR <15/mL/min/1.73 m2 G5D: hemodialysis) aged 40+ years from the UK Clinical Practice Research Datalink (CPRD) and the Catalan Information System for Research in Primary Care (SIDIAP). Previous and current users of other anti-osteoporosis drugs were excluded. oBP use was modeled as a time-varying exposure to avoid immortal time bias. Treatment episodes in oBP users were created by concatenating prescriptions until patients switched or stopped therapy or were censored or died. A washout period of 180 days was added to (date of last prescription +180 days). Propensity scores (PSs) were calculated using prespecified predictors of mortality including age, gender, baseline eGFR, socioeconomic status, comorbidities, previous fracture, co-medications, and number of hospital admissions in the previous year. Cox models were used for PS adjustment before and after PS trimming (the first and last quintiles). In the CPRD, of 19,351 oBP users and 210,954 non-oBP users, 5234 (27%) and 85,105 (40%) deaths were recorded over 45,690 and 915,867 person-years of follow-up, respectively. oBP users had 8% lower mortality risk compared to non-oBP users (hazard ratio [HR] 0.92; 95% CI, 0.89 to 0.95). Following PS trimming, this became nonsignificant (HR 0.98; 95% CI, 0.94 to 1.04). In the SIDIAP, of 4146 oBP users and 86,127 non-oBP users, 1330 (32%) and 36,513 (42%) died, respectively. oBPs were not associated with mortality in PS adjustment and trimming (HR 1.04; 95% CI, 0.99 to 1.1 and HR 0.95; 95% CI, 0.89 to 1.01). In this observational, patient-based cohort study, oBPs were not associated with increased mortality among patients with moderate-severe CKD. However, further studies are needed on other effects of oBPs in CKD patients. © 2020 American Society for Bone and Mineral Research.
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Affiliation(s)
- Dunia Alarkawi
- Bone Biology Division, Garvan Institute of Medical Research, School of Medicine, University of New South Wales, Sydney, Australia
| | - M Sanni Ali
- Centre for Statistics in Medicine and Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences (NDORMS), University of Oxford, Oxford, UK
| | - Dana Bliuc
- Bone Biology Division, Garvan Institute of Medical Research, School of Medicine, University of New South Wales, Sydney, Australia
| | - Natalia Pallares
- Biostatistics Unit, Bellvitge Biomedical Research Institute (IDIBELL) L'Hospitalet de Llobregat, Barcelona, Spain
| | - Cristian Tebe
- Biostatistics Unit, Bellvitge Biomedical Research Institute (IDIBELL) L'Hospitalet de Llobregat, Barcelona, Spain
| | - Leena Elhussein
- Centre for Statistics in Medicine and Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences (NDORMS), University of Oxford, Oxford, UK
| | - Fergus J Caskey
- Population Health Sciences, University of Bristol, Bristol, UK.,UK Renal Registry, Bristol, UK
| | - Nigel K Arden
- Centre for Statistics in Medicine and Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences (NDORMS), University of Oxford, Oxford, UK
| | - Yoav Ben-Shlomo
- Population Health Sciences, University of Bristol, Bristol, UK
| | - Bo Abrahamsen
- Centre for Statistics in Medicine and Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences (NDORMS), University of Oxford, Oxford, UK.,Odense Patient Data Explorative Network, University of Southern Denmark, Odense, Denmark.,Department of Medicine, Holbaek Hospital, Holbaek, Denmark
| | - Adolfo Diez-Perez
- Hospital del Mar Institute of Medical Investigation Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES), University of Barcelona (UAB), Barcelona, Spain
| | - Julio Pascual
- Department of Nephrology, Hospital del Mar, Barcelona, Spain
| | | | - Jacqueline R Center
- Bone Biology Division, Garvan Institute of Medical Research, School of Medicine, University of New South Wales, Sydney, Australia.,Clinical School, St Vincent's Hospital, Sydney, Australia
| | - Andrew Judge
- Centre for Statistics in Medicine and Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences (NDORMS), University of Oxford, Oxford, UK.,National Institute for Health Research (NIHR) Biomedical Research Centre Translational Health Sciences, University of Bristol, Bristol, UK.,Medical Research Council (MRC) Lifecourse Epidemiology Unit, University of Southampton, Southampton, UK
| | - Cyrus Cooper
- Centre for Statistics in Medicine and Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences (NDORMS), University of Oxford, Oxford, UK.,Medical Research Council (MRC) Lifecourse Epidemiology Unit, University of Southampton, Southampton, UK
| | - Muhammad K Javaid
- Centre for Statistics in Medicine and Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences (NDORMS), University of Oxford, Oxford, UK.,Medical Research Council (MRC) Lifecourse Epidemiology Unit, University of Southampton, Southampton, UK
| | - Daniel Prieto-Alhambra
- Centre for Statistics in Medicine and Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences (NDORMS), University of Oxford, Oxford, UK.,Grup de Recerca en Epidemiologia de les Malalties Prevalents de l'Aparell Locomotor (GREMPAL) Research Group, Idiap Jordi Gol Primary Care Research Institute, Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES), Universitat Autonoma de Barcelona, Barcelona, Spain
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Recalde M, Manzano-Salgado CB, Díaz Y, Puente D, Garcia-Gil MDM, Marcos-Gragera R, Ribes-Puig J, Galceran J, Posso M, Macià F, Duarte-Salles T. Validation Of Cancer Diagnoses In Electronic Health Records: Results From The Information System For Research In Primary Care (SIDIAP) In Northeast Spain. Clin Epidemiol 2019; 11:1015-1024. [PMID: 31819655 PMCID: PMC6899079 DOI: 10.2147/clep.s225568] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 10/30/2019] [Indexed: 12/12/2022] Open
Abstract
Background Electronic health records are becoming an increasingly valuable resource for epidemiology but their data quality needs to be quantified. We aimed to validate twenty-five types of incident cancer cases in the Information System for Research in Primary Care (SIDIAP) in Catalonia with the population-based cancer registries of Girona and Tarragona as the gold-standard. Methods We calculated the sensitivity, positive predictive values (PPV), and the time-difference between the date of diagnosis entered into the SIDIAP and into the registries. We added hospital discharge cancer diagnoses to the SIDIAP to assess sensitivity changes. Results We identified 27,046 incident cancer diagnoses in the SIDIAP from 2009–2015 among the 949,841 residents of Girona and Tarragona. The cancer types with the highest sensitivity were breast (89%, 95% CI: 88–90%), colorectal (81%, 95% CI: 80–82%), and prostate (81%, 95% CI: 80–83%). Trachea, bronchus and lung cancers had the highest PPV (76%, 95% CI: 74%-78%) followed by stomach (72%, 95% CI: 68–75%) and pancreas (71%, 95% CI: 67–75%). Most cancer diagnoses were reported with less than three months of difference between the SIDIAP and the registries. More cases were registered first in the registries than in the SIDIAP. By adding cancer diagnoses based on hospital discharge data, sensitivity increased for all cancers, especially for gallbladder and biliary tract for which the sensitivity increased by 21%. Conclusion The SIDIAP includes 76% of the cancer diagnoses in the cancer registries but includes a considerable number of cases that are not in the registries. The SIDIAP reports most of the cancer diagnoses within a three-month period difference from the date of diagnosis in the cancer registries. Our results support the use of the SIDIAP cancer diagnoses for epidemiological research when cancer is the outcome of interest. We recommend adding hospital discharge data to the SIDIAP to increase data quality, particularly for less frequent cancer types.
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Affiliation(s)
- Martina Recalde
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGoL), Barcelona, Spain.,Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Cerdanyola del Vallès, Spain
| | - Cyntia B Manzano-Salgado
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGoL), Barcelona, Spain.,Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Cerdanyola del Vallès, Spain
| | - Yesika Díaz
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGoL), Barcelona, Spain
| | - Diana Puente
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGoL), Barcelona, Spain.,Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Cerdanyola del Vallès, Spain
| | - Maria Del Mar Garcia-Gil
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGoL), Barcelona, Spain
| | - Rafael Marcos-Gragera
- Unitat d'Epidemiologia i Registre de Càncer de Girona (UERCG), Pla Director d'Oncologia, Institut Català d'Oncologia, Institut d'Investigació Biomèdica de Girona (IdIBGi), Universitat De Girona, Girona, Spain.,CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Josefa Ribes-Puig
- Catalan Cancer Plan, Department of Health of Catalonia, Barcelona, Spain.,Department of Clinical Sciences, University of Barcelona (UB), Barcelona, Spain
| | - Jaume Galceran
- Registre de Càncer de Tarragona, Fundació per a la Investigació i Prevenció del Càncer (FUNCA), IISPV, Reus, Spain
| | - Margarita Posso
- Cancer Prevention Unit and Cancer Registry, Department of Epidemiology and Evaluation, Hospital del Mar, Barcelona, Spain
| | - Francesc Macià
- Cancer Prevention Unit and Cancer Registry, Department of Epidemiology and Evaluation, Hospital del Mar, Barcelona, Spain
| | - Talita Duarte-Salles
- Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGoL), Barcelona, Spain
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Ponjoan A, Garre-Olmo J, Blanch J, Fages E, Alves-Cabratosa L, Martí-Lluch R, Comas-Cufí M, Parramon D, García-Gil M, Ramos R. How well can electronic health records from primary care identify Alzheimer's disease cases? Clin Epidemiol 2019; 11:509-518. [PMID: 31456649 PMCID: PMC6620769 DOI: 10.2147/clep.s206770] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Accepted: 04/24/2019] [Indexed: 12/03/2022] Open
Abstract
Background Electronic health records (EHR) from primary care are emerging in Alzheimer’s disease (AD) research, but their accuracy is a concern. We aimed to validate AD diagnoses from primary care using additional information provided by general practitioners (GPs), and a register of dementias. Patients and methods This retrospective observational study obtained data from the System for the Development of Research in Primary Care (SIDIAP). Three algorithms combined International Statistical Classification of Diseases (ICD-10) and Anatomical Therapeutic Chemical codes to identify AD cases in SIDIAP. GPs evaluated dementia diagnoses by means of an online survey. We linked data from the Register of Dementias of Girona and from SIDIAP. We estimated the positive predictive value (PPV) and sensitivity and provided results stratified by age, sex and severity. Results Using survey data from the GPs, PPV of AD diagnosis was 89.8% (95% CI: 84.7–94.9). Using the dataset linkage, PPV was 74.8 (95% CI: 73.1–76.4) for algorithm A1 (AD diagnoses), and 72.3 (95% CI: 70.7–73.9) for algorithm A3 (diagnosed or treated patients without previous conditions); sensitivity was 71.4 (95% CI: 69.6–73.0) and 83.3 (95% CI: 81.8–84.6) for algorithms A1 (AD diagnoses) and A3, respectively. Stratified results did not differ by age, but PPV and sensitivity estimates decreased amongst men and severe patients, respectively. Conclusions PPV estimates differed depending on the gold standard. The development of algorithms integrating diagnoses and treatment of dementia improved the AD case ascertainment. PPV and sensitivity estimates were high and indicated that AD codes recorded in a large primary care database were sufficiently accurate for research purposes.
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Affiliation(s)
- Anna Ponjoan
- Vascular Health Research Group (ISV-Girona), Jordi Gol Institute for Primary Care Research (IDIAPJGol), Barcelona, Catalonia, Spain.,Universitat Autònoma de Barcelona , Bellaterra, Catalonia, Spain.,Girona Biomedical Research Institute (IDIBGI) , Girona, Catalonia, Spain
| | - Josep Garre-Olmo
- Girona Biomedical Research Institute (IDIBGI) , Girona, Catalonia, Spain
| | - Jordi Blanch
- Vascular Health Research Group (ISV-Girona), Jordi Gol Institute for Primary Care Research (IDIAPJGol), Barcelona, Catalonia, Spain
| | - Ester Fages
- Vascular Health Research Group (ISV-Girona), Jordi Gol Institute for Primary Care Research (IDIAPJGol), Barcelona, Catalonia, Spain.,Primary Care Services, Catalan Health Institute (ICS), Girona, Catalonia, Spain
| | - Lia Alves-Cabratosa
- Vascular Health Research Group (ISV-Girona), Jordi Gol Institute for Primary Care Research (IDIAPJGol), Barcelona, Catalonia, Spain
| | - Ruth Martí-Lluch
- Vascular Health Research Group (ISV-Girona), Jordi Gol Institute for Primary Care Research (IDIAPJGol), Barcelona, Catalonia, Spain.,Universitat Autònoma de Barcelona , Bellaterra, Catalonia, Spain.,Girona Biomedical Research Institute (IDIBGI) , Girona, Catalonia, Spain
| | - Marc Comas-Cufí
- Vascular Health Research Group (ISV-Girona), Jordi Gol Institute for Primary Care Research (IDIAPJGol), Barcelona, Catalonia, Spain
| | - Dídac Parramon
- Vascular Health Research Group (ISV-Girona), Jordi Gol Institute for Primary Care Research (IDIAPJGol), Barcelona, Catalonia, Spain.,Primary Care Services, Catalan Health Institute (ICS), Girona, Catalonia, Spain
| | - María García-Gil
- Vascular Health Research Group (ISV-Girona), Jordi Gol Institute for Primary Care Research (IDIAPJGol), Barcelona, Catalonia, Spain
| | - Rafel Ramos
- Vascular Health Research Group (ISV-Girona), Jordi Gol Institute for Primary Care Research (IDIAPJGol), Barcelona, Catalonia, Spain.,Department of Medical Sciences, School of Medicine, Campus Salut, University of Girona, Girona, Catalonia, Spain
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Dasgupta P, Baade PD, Aitken JF, Ralph N, Chambers SK, Dunn J. Geographical Variations in Prostate Cancer Outcomes: A Systematic Review of International Evidence. Front Oncol 2019; 9:238. [PMID: 31024842 PMCID: PMC6463763 DOI: 10.3389/fonc.2019.00238] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Accepted: 03/18/2019] [Indexed: 01/09/2023] Open
Abstract
Background: Previous reviews of geographical disparities in the prostate cancer continuum from diagnosis to mortality have identified a consistent pattern of poorer outcomes with increasing residential disadvantage and for rural residents. However, there are no contemporary, systematic reviews summarizing the latest available evidence. Our objective was to systematically review the published international evidence for geographical variations in prostate cancer indicators by residential rurality and disadvantage. Methods: Systematic searches of peer-reviewed articles in English published from 1/1/1998 to 30/06/2018 using PubMed, EMBASE, CINAHL, and Informit databases. Inclusion criteria were: population was adult prostate cancer patients; outcome measure was PSA testing, prostate cancer incidence, stage at diagnosis, access to and use of services, survival, and prostate cancer mortality with quantitative results by residential rurality and/or disadvantage. Studies were critically appraised using a modified Newcastle-Ottawa Scale. Results: Overall 169 studies met the inclusion criteria. Around 50% were assessed as high quality and 50% moderate. Men from disadvantaged areas had consistently lower prostate-specific antigen (PSA) testing and prostate cancer incidence, poorer survival, more advanced disease and a trend toward higher mortality. Although less consistent, predominant patterns by rurality were lower PSA testing, prostate cancer incidence and survival, but higher stage disease and mortality among rural men. Both geographical measures were associated with variations in access and use of prostate cancer-related services for low to high risk disease. Conclusions: This review found substantial evidence that prostate cancer indicators varied by residential location across diverse populations and geographies. While wide variations in study design limited comparisons across studies, our review indicated that internationally, men living in disadvantaged areas, and to a lesser extent more rural areas, face a greater prostate cancer burden. This review highlights the need for a better understanding of the complex social, environmental, and behavioral reasons for these variations, recognizing that, while important, geographical access is not the only issue. Implementing research strategies to help identify these processes and to better understand the central role of disadvantage to variations in health outcome are crucial to inform the development of evidence-based targeted interventions.
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Affiliation(s)
- Paramita Dasgupta
- Cancer Research Centre, Cancer Council Queensland, Brisbane, QLD, Australia
| | - Peter D Baade
- Cancer Research Centre, Cancer Council Queensland, Brisbane, QLD, Australia.,Menzies Health Institute Queensland, Griffith University, Southport, QLD, Australia.,School of Mathematical Sciences, Queensland University of Technology, Brisbane, QLD, Australia
| | - Joanne F Aitken
- Cancer Research Centre, Cancer Council Queensland, Brisbane, QLD, Australia.,School of Public Health and Social Work, Queensland University of Technology, Brisbane, QLD, Australia.,Institute for Resilient Regions, University of Southern Queensland, Toowoomba, QLD, Australia
| | - Nicholas Ralph
- Institute for Resilient Regions, University of Southern Queensland, Toowoomba, QLD, Australia.,St Vincent's Private Hospital, Toowoomba, QLD, Australia.,School of Nursing & Midwifery, University of Southern Queensland, Toowoomba, QLD, Australia
| | - Suzanne Kathleen Chambers
- Cancer Research Centre, Cancer Council Queensland, Brisbane, QLD, Australia.,Menzies Health Institute Queensland, Griffith University, Southport, QLD, Australia.,Health and Wellness Institute, Edith Cowan University, Perth, WA, Australia.,Faculty of Health, University of Technology, Sydney, NSW, Australia
| | - Jeff Dunn
- Cancer Research Centre, Cancer Council Queensland, Brisbane, QLD, Australia.,Institute for Resilient Regions, University of Southern Queensland, Toowoomba, QLD, Australia.,Faculty of Health, University of Technology, Sydney, NSW, Australia
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Strömberg U, Peterson S, Holmén A, Holmberg E, Hultcrantz R, Martling A, Nilbert M. Rational targeting of population groups and residential areas for colorectal cancer screening. Cancer Epidemiol 2019; 60:23-30. [PMID: 30897387 DOI: 10.1016/j.canep.2019.01.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Revised: 11/08/2018] [Accepted: 01/17/2019] [Indexed: 01/15/2023]
Abstract
BACKGROUND Sociodemographic and spatial disparities in incidence and mortality burden of colorectal cancer (CRC) are important to consider in the implementation of population screening, in order to achieve expected benefit and not increase health inequities. Analytic methods should be adapted to provide rational support for targeted interventions. METHODS CRC incidence rates by tumor stage (I-IV) and location (colon vs. rectum) were analyzed for the time period 2008-2016 within a screening-relevant age interval of 55-74 years for the population of South and West Sweden, where screening is planned for. The study population was stratified by sex, country of birth, educational level (for Swedish-born citizens) and residential area. We also estimated disparities in excess mortality from CRC across groups of patients accordant to relevant population groups. RESULTS The analyses were based on 8961 patients with a first CRC diagnosis. There were marked socioeconomic gradients in the stage II-IV CRC incidence rates among Swedish-born men and women. Compared to men with high educational level, the incidence rate ratios (IRRs) of stage II, III, and IV CRC in men with low educational level were 1.38 (95% confidence interval 1.18, 1.62), 1.09 (0.95, 1.26), and 1.18 (1.02, 1.37), respectively. In women, the corresponding figures were 1.26 (1.06, 1.51), 1.19 (1.01, 1.39), and 1.45 (1.20, 1.80). The groups of patients with low educational level showed relatively high excess mortality burdens from CRC. CONCLUSIONS Our analytic approach provided rational support for targeted intervention when implementing CRC screening, aiming at optimizing participation in groups with low educational level.
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Affiliation(s)
- Ulf Strömberg
- Health Metrics Unit, Institute of Medicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden.
| | | | - Anders Holmén
- Department of Research and Development, Region Halland, Halmstad, Sweden
| | - Erik Holmberg
- Regional Cancer Center West, Gothenburg, Sweden; Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Rolf Hultcrantz
- Department of Gastroenterology and Hepatology, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Anna Martling
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Mef Nilbert
- Institute of Clinical Sciences, Division of Oncology and Pathology, Lund University, Lund, Sweden; Clinical Research Centre, Hvidovre Hospital, Copenhagen University, Hvidovre, Denmark; The Danish Cancer Society Research Center, Copenhagen University, Copenhagen, Denmark
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Wiehe SE, Rosenman MB, Chartash D, Lipscomb ER, Nelson TL, Magee LA, Fortenberry JD, Aalsma MC. A Solutions-Based Approach to Building Data-Sharing Partnerships. EGEMS (WASHINGTON, DC) 2018; 6:20. [PMID: 30155508 PMCID: PMC6108450 DOI: 10.5334/egems.236] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Accepted: 07/06/2018] [Indexed: 12/05/2022]
Abstract
INTRODUCTION Although researchers recognize that sharing disparate data can improve population health, barriers (technical, motivational, economic, political, legal, and ethical) limit progress. In this paper, we aim to enhance the van Panhuis et al. framework of barriers to data sharing; we present a complementary solutions-based data-sharing process in order to encourage both emerging and established researchers, whether or not in academia, to engage in data-sharing partnerships. BRIEF DESCRIPTION OF MAJOR COMPONENTS We enhance the van Panhuis et al. framework in three ways. First, we identify the appropriate stakeholder(s) within an organization (e.g., criminal justice agency) with whom to engage in addressing each category of barriers. Second, we provide a representative sample of specific challenges that we have faced in our data-sharing partnerships with criminal justice agencies, local clinical systems, and public health. Third, and most importantly, we suggest solutions we have found successful for each category of barriers. We grouped our solutions into five core areas that cut across the barriers as well as stakeholder groups: Preparation, Clear Communication, Funding/Support, Non-Monetary Benefits, and Regulatory Assurances.Our solutions-based process model is complementary to the enhanced framework. An important feature of the process model is the cyclical, iterative process that undergirds it. Usually, interactions with new data-sharing partner organizations begin with the leadership team and progress to both the data management and legal teams; however, the process is not always linear. CONCLUSIONS AND NEXT STEPS Data sharing is a powerful tool in population health research, but significant barriers hinder such partnerships. Nevertheless, by aspiring to community-based participatory research principles, including partnership engagement, development, and maintenance, we have overcome barriers identified in the van Panhuis et al. framework and have achieved success with various data-sharing partnerships.In the future, systematically studying data-sharing partnerships to clarify which elements of a solutions-based approach are essential for successful partnerships may be helpful to academic and non-academic researchers. The organizational climate is certainly a factor worth studying also because it relates both to barriers and to the potential workability of solutions.
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Affiliation(s)
| | - Marc B. Rosenman
- Indiana University School of Medicine, US
- Ann and Robert H. Lurie Children’s Hospital of Chicago, US
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Tamariz L, Medina H, Suarez M, Seo D, Palacio A. Linking census data with electronic medical records for clinical research: A systematic review. ACTA ACUST UNITED AC 2018. [DOI: 10.3233/jem-180454] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Leonardo Tamariz
- Division of Population Health and Computational Medicine , Miller School of Medicine at the University of Miami, Miami, FL, USA
- GRECC, Veterans Affairs Medical Center, Miami, FL, USA
| | - Heidy Medina
- Division of Population Health and Computational Medicine , Miller School of Medicine at the University of Miami, Miami, FL, USA
| | - Maritza Suarez
- Division of General Medicine, Department of Medicine, University of Miami Leonard Miller School of Medicine, Miami, FL, USA
| | - David Seo
- Division of Population Health and Computational Medicine , Miller School of Medicine at the University of Miami, Miami, FL, USA
- Division of Cardiology, Department of Medicine, University of Miami Leonard Miller School of Medicine, Miami, FL, USA
| | - Ana Palacio
- Division of Population Health and Computational Medicine , Miller School of Medicine at the University of Miami, Miami, FL, USA
- GRECC, Veterans Affairs Medical Center, Miami, FL, USA
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Schinasi LH, Auchincloss AH, Forrest CB, Diez Roux AV. Using electronic health record data for environmental and place based population health research: a systematic review. Ann Epidemiol 2018; 28:493-502. [PMID: 29628285 DOI: 10.1016/j.annepidem.2018.03.008] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 03/13/2018] [Accepted: 03/16/2018] [Indexed: 12/21/2022]
Abstract
PURPOSE We conducted a systematic review of literature published on January 2000-May 2017 that spatially linked electronic health record (EHR) data with environmental information for population health research. METHODS We abstracted information on the environmental and health outcome variables and the methods and data sources used. RESULTS The automated search yielded 669 articles; 128 articles are included in the full review. The number of articles increased by publication year; the majority (80%) were from the United States, and the mean sample size was approximately 160,000. Most articles used cross-sectional (44%) or longitudinal (40%) designs. Common outcomes were health care utilization (32%), cardiometabolic conditions/obesity (23%), and asthma/respiratory conditions (10%). Common environmental variables were sociodemographic measures (42%), proximity to medical facilities (15%), and built environment and land use (13%). The most common spatial identifiers were administrative units (59%), such as census tracts. Residential addresses were also commonly used to assign point locations, or to calculate distances or buffer areas. CONCLUSIONS Future research should include more detailed descriptions of methods used to geocode addresses, focus on a broader array of health outcomes, and describe linkage methods. Studies should also explore using longitudinal residential address histories to evaluate associations between time-varying environmental variables and health outcomes.
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Affiliation(s)
- Leah H Schinasi
- Department of Environmental and Occupational Health, Dornsife School of Public Health, Drexel University, Philadelphia, PA; Urban Health Collaborative, Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, PA.
| | - Amy H Auchincloss
- Urban Health Collaborative, Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, PA; Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, PA
| | | | - Ana V Diez Roux
- Urban Health Collaborative, Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, PA; Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, PA
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Pontes C, Marsal JR, Elorza JM, Aragón M, Prieto-Alhambra D, Morros R. Analgesic Use and Risk for Acute Coronary Events in Patients With Osteoarthritis: A Population-based, Nested Case-control Study. Clin Ther 2018; 40:270-283. [PMID: 29398161 DOI: 10.1016/j.clinthera.2017.12.011] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2017] [Revised: 12/14/2017] [Accepted: 12/14/2017] [Indexed: 11/26/2022]
Abstract
PURPOSE Recent controversies on the safety profiles of opioids and paracetamol (acetaminophen) have led to changes in clinical guidance on osteoarthritis (OA) management. We studied the existing association between the use of different OA drug therapies and the risk for acute coronary events. METHODS A cohort of patients with clinically diagnosed OA (according to ICD-10 codes) was identified in the SIDIAP database. Within the cohort, cases with incident acute coronary events (acute myocardial infarction or unstable angina) between 2008 and 2012 were identified using ICD-10 codes and data from hospital admission. Controls were matched 3:1 to acute coronary event-free patients matched by sex, age (±5 years), geographic area, and years since OA diagnosis (±2 years). Linked pharmacy dispensation data were used for assessing exposure to drug therapies. Multivariate conditional logistic regression models were fitted to estimate adjusted odds ratios of acute coronary events. FINDINGS Totals of 5663 cases and 16,989 controls were studied. Previous morbidity and cardiovascular risk were higher in cases than in controls, with no significant differences in type or number of joints with OA. Multivariate adjusted analyses showed increased risks (odds ratio; 95% CI) related to the use of diclofenac (1.16; 1.06-1.27), naproxen (1.25; 1.04-1.48), and opioid analgesics (1.13; 1.03-1.24). No significant associations were observed with cyclooxygenase-2 selective NSAIDs, topical NSAIDs, glucosamine, chondroitin sulfate, paracetamol, or metamizole. IMPLICATIONS In patients with clinically diagnosed OA, the use of nonselective NSAIDs or opioid analgesics is associated with an increased risk for acute coronary events. These risks should be considered when selecting treatments of OA in patients at high cardiovascular risk.
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Affiliation(s)
- Caridad Pontes
- Departament de Farmacologia, de Terapèutica i de Toxicologia, Universitat Autònoma de Barcelona, Barcelona, Spain; Hospital de Sabadell, Institut Universitari Parc Taulí. Sabadell, Spain
| | - Josep Ramon Marsal
- Unitat de Suport a la Recerca de Lleida, IDIAP Jordi Gol, Lleida, Spain; Unitat d'Epidemiologia del Servei de Cardiologia, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Josep Maria Elorza
- Institut d'Investigació d'Atenció Primària Jordi Gol, Barcelona, Spain; CAP Ripollet, Servei d'Atenció Primària Vallés Occidental, Direcció d'Atenció Primària Metropolitana Nord, Institut Català de la Salut; Barcelona, Spain
| | - Maria Aragón
- Institut d'Investigació d'Atenció Primària Jordi Gol, Barcelona, Spain
| | - Daniel Prieto-Alhambra
- URFOA-IMIM and RETICEF, Internal Medicine, Parc de Salut Mar-Instituto Carlos III, Barcelona, Spain; Musculoskeletal Epidemiology, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom
| | - Rosa Morros
- Departament de Farmacologia, de Terapèutica i de Toxicologia, Universitat Autònoma de Barcelona, Barcelona, Spain; Institut d'Investigació d'Atenció Primària Jordi Gol, Barcelona, Spain.
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Lyle G, Hendrie GA, Hendrie D. Understanding the effects of socioeconomic status along the breast cancer continuum in Australian women: a systematic review of evidence. Int J Equity Health 2017; 16:182. [PMID: 29037209 PMCID: PMC5644132 DOI: 10.1186/s12939-017-0676-x] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2017] [Accepted: 10/03/2017] [Indexed: 12/31/2022] Open
Abstract
Background Globally, the provision of equitable outcomes for women with breast cancer is a priority for governments. However, there is growing evidence that a socioeconomic status (SES) gradient exists in outcomes across the breast cancer continuum – namely incidence, diagnosis, treatment, survival and mortality. This systematic review describes this evidence and, because of the importance of place in defining SES, findings are limited to the Australian experience. Methods An on-line search of PubMed and the Web of Science identified 44 studies published since 1995 which examined the influence of SES along the continuum. The critique of studies included the study design, the types and scales of SES variable measured, and the results in terms of direction and significance of the relationships found. To aid in the interpretation of results, the findings were discussed in the context of a systems dynamic feedback diagram. Results We found 67 findings which reported 107 relationships between SES within outcomes along the continuum. Results suggest no differences in the participation in screening by SES. Higher incidence was reported in women with higher SES whereas a negative association was reported between SES and diagnosis. Associations with treatment choice were specific to the treatment choice undertaken. Some evidence was found towards greater survival for women with higher SES, however, the evidence for a SES relationship with mortality was less conclusive. Conclusions In a universal health system such as that in Australia, evidence of an SES gradient exists, however, the strength and direction of this relationship varies along the continuum. This is a complex relationship and the heterogeneity in study design, the SES indicator selected and its representative scale further complicates our understanding of its influence. More complex multilevel studies are needed to better understand these relationships, the interactions between predictors and to reduce biases introduced by methodological issues.
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Affiliation(s)
- Greg Lyle
- Centre for Population Health Research, Curtin University, Perth, Australia.
| | | | - Delia Hendrie
- School of Public Health, Curtin University, Perth, Australia
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Monroe MM, Hashibe M, Orb Q, Alt J, Buchmann L, Hunt J, Cannon-Albright LA. Familial clustering of oropharyngeal squamous cell carcinoma in the Utah population. Head Neck 2017; 40:384-393. [DOI: 10.1002/hed.24971] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2017] [Revised: 07/11/2017] [Accepted: 09/03/2017] [Indexed: 11/10/2022] Open
Affiliation(s)
- Marcus M. Monroe
- Department of Otolaryngology - Head and Neck Surgery; University of Utah School of Medicine; Salt Lake City Utah
- Huntsman Cancer Institute; Salt Lake City Utah
- George E. Wahlen Department of Veterans Affairs Medical Center; Salt Lake City Utah
| | - Mia Hashibe
- Huntsman Cancer Institute; Salt Lake City Utah
- Division of Public Health, Department of Family and Preventative Medicine; University of Utah School of Medicine; Salt Lake City Utah
| | - Quinn Orb
- Department of Otolaryngology - Head and Neck Surgery; University of Utah School of Medicine; Salt Lake City Utah
| | - Jeremiah Alt
- Department of Otolaryngology - Head and Neck Surgery; University of Utah School of Medicine; Salt Lake City Utah
- George E. Wahlen Department of Veterans Affairs Medical Center; Salt Lake City Utah
| | - Luke Buchmann
- Department of Otolaryngology - Head and Neck Surgery; University of Utah School of Medicine; Salt Lake City Utah
- Huntsman Cancer Institute; Salt Lake City Utah
| | - Jason Hunt
- Department of Otolaryngology - Head and Neck Surgery; University of Utah School of Medicine; Salt Lake City Utah
- Huntsman Cancer Institute; Salt Lake City Utah
| | - Lisa A. Cannon-Albright
- Huntsman Cancer Institute; Salt Lake City Utah
- Division of Genetic Epidemiology, Department of Internal Medicine; University of Utah School of Medicine; Salt Lake City Utah
- George E. Wahlen Department of Veterans Affairs Medical Center; Salt Lake City Utah
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Gentil ML, Cuggia M, Fiquet L, Hagenbourger C, Le Berre T, Banâtre A, Renault E, Bouzille G, Chapron A. Factors influencing the development of primary care data collection projects from electronic health records: a systematic review of the literature. BMC Med Inform Decis Mak 2017; 17:139. [PMID: 28946908 PMCID: PMC5613384 DOI: 10.1186/s12911-017-0538-x] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Accepted: 09/14/2017] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Primary care data gathered from Electronic Health Records are of the utmost interest considering the essential role of general practitioners (GPs) as coordinators of patient care. These data represent the synthesis of the patient history and also give a comprehensive picture of the population health status. Nevertheless, discrepancies between countries exist concerning routine data collection projects. Therefore, we wanted to identify elements that influence the development and durability of such projects. METHODS A systematic review was conducted using the PubMed database to identify worldwide current primary care data collection projects. The gray literature was also searched via official project websites and their contact person was emailed to obtain information on the project managers. Data were retrieved from the included studies using a standardized form, screening four aspects: projects features, technological infrastructure, GPs' roles, data collection network organization. RESULTS The literature search allowed identifying 36 routine data collection networks, mostly in English-speaking countries: CPRD and THIN in the United Kingdom, the Veterans Health Administration project in the United States, EMRALD and CPCSSN in Canada. These projects had in common the use of technical facilities that range from extraction tools to comprehensive computing platforms. Moreover, GPs initiated the extraction process and benefited from incentives for their participation. Finally, analysis of the literature data highlighted that governmental services, academic institutions, including departments of general practice, and software companies, are pivotal for the promotion and durability of primary care data collection projects. CONCLUSION Solid technical facilities and strong academic and governmental support are required for promoting and supporting long-term and wide-range primary care data collection projects.
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Affiliation(s)
- Marie-Line Gentil
- Department of General Practice, University of Rennes 1, F-35000, Rennes, France.
- CIC (Clinical investigation center) INSERM 1414, F-35000, Rennes, France.
| | - Marc Cuggia
- INSERM, U1099, F-35000, Rennes, France
- University of Rennes 1, LTSI (Laboratory for signal and image processing), F-35000, Rennes, France
- CHU Rennes, CIC Inserm 1414, F-35000, Rennes, France
- CHU Rennes, Centre de Données Cliniques, F-35000, Rennes, France
| | - Laure Fiquet
- Department of General Practice, University of Rennes 1, F-35000, Rennes, France
- CIC (Clinical investigation center) INSERM 1414, F-35000, Rennes, France
| | | | - Thomas Le Berre
- Department of General Practice, University of Rennes 1, F-35000, Rennes, France
| | - Agnès Banâtre
- Department of General Practice, University of Rennes 1, F-35000, Rennes, France
- CIC (Clinical investigation center) INSERM 1414, F-35000, Rennes, France
| | - Eric Renault
- University of Rennes 1, LTSI (Laboratory for signal and image processing), F-35000, Rennes, France
| | - Guillaume Bouzille
- INSERM, U1099, F-35000, Rennes, France
- University of Rennes 1, LTSI (Laboratory for signal and image processing), F-35000, Rennes, France
- CHU Rennes, CIC Inserm 1414, F-35000, Rennes, France
- CHU Rennes, Centre de Données Cliniques, F-35000, Rennes, France
| | - Anthony Chapron
- Department of General Practice, University of Rennes 1, F-35000, Rennes, France
- CIC (Clinical investigation center) INSERM 1414, F-35000, Rennes, France
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Disparities in cancer incidence by area-level socioeconomic status in the French West Indies. Cancer Causes Control 2017; 28:1305-1312. [PMID: 28849411 DOI: 10.1007/s10552-017-0946-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2017] [Accepted: 08/17/2017] [Indexed: 01/10/2023]
Abstract
PURPOSE Social inequalities in cancer incidence and mortality have been reported in France, but no data are available for the French overseas territories. Our objective was to explore the association between cancer incidence and the socioeconomic level of the residence area in the French West Indies. METHODS Cancer incidence data were obtained from the cancer registries of Guadeloupe and Martinique (2009-2010). To assess socioeconomic status, we developed a specific index of social deprivation from census data at a small area level. We used Bayesian methods to evaluate the association between cancer incidence and the deprivation index, for all cancers combined and for the major cancer sites. RESULTS There was no clear association between area-based deprivation and the incidence of all cancers combined. In men, higher area deprivation was associated with a higher incidence of prostate cancer (relative risk (RR) 1.25, 95% credible interval (CI) 1.04-1.49; RR 1.08, CI 0.91-1.29 in the categories of intermediate and high deprivation, respectively, compared to low deprivation), but was not associated with respiratory cancer. Women living in the most deprived areas had a higher incidence of stomach (RR 1.77, CI 1.12-2.89), breast (RR 1.15, CI 0.90-1.45), and cervical (RR 1.13, CI 0.63-2.01) cancers and a lower incidence of respiratory cancer (RR 0.65, CI 0.38-1.11). CONCLUSION These first results in the French West Indies suggest specific patterns for some cancer sites that need to be further investigated.
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Villa G, Lothgren M, Kutikova L, Lindgren P, Gandra SR, Fonarow GC, Sorio F, Masana L, Bayes-Genis A, Hout BV. Cost-effectiveness of Evolocumab in Patients With High Cardiovascular Risk in Spain. Clin Ther 2017; 39:771-786.e3. [DOI: 10.1016/j.clinthera.2017.02.011] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2016] [Revised: 02/01/2017] [Accepted: 02/22/2017] [Indexed: 10/19/2022]
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García-Gil M, Blanch J, Comas-Cufí M, Daunis-i-Estadella J, Bolíbar B, Martí R, Ponjoan A, Alves-Cabratosa L, Ramos R. Patterns of statin use and cholesterol goal attainment in a high-risk cardiovascular population: A retrospective study of primary care electronic medical records. J Clin Lipidol 2016; 10:134-42. [DOI: 10.1016/j.jacl.2015.10.007] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2015] [Revised: 09/17/2015] [Accepted: 10/10/2015] [Indexed: 12/19/2022]
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