Using datasets to ascertain the generalizability of clinical cohorts: the example of the European QUALity study on the treatment of advanced chronic kidney disease.


Journal

Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association
ISSN: 1460-2385
Titre abrégé: Nephrol Dial Transplant
Pays: England
ID NLM: 8706402

Informations de publication

Date de publication:
25 02 2022
Historique:
received: 24 07 2020
pubmed: 12 1 2021
medline: 23 3 2022
entrez: 11 1 2021
Statut: ppublish

Résumé

Cohort studies are among the most robust of observational studies but have issues with external validity. This study assesses threats to external validity (generalizability) in the European QUALity (EQUAL) study, a cohort study of people >65 years of age with Stage 4/5 chronic kidney disease. Patients meeting the EQUAL inclusion criteria were identified in The Health Improvement Network database and stratified into those attending renal units, a secondary care cohort (SCC) and a not primary care cohort (PCC). Survival, progression to renal replacement therapy (RRT) and hospitalization were compared. The analysis included 250, 633 and 2464 patients in EQUAL, PCC and SCC. EQUAL had a higher proportion of men compared with PCC and SCC (60.0% versus 34.8% versus 51.4%). Increasing age ≥85 years {odds ratio [OR] 0.25 [95% confidence interval (CI) 0.15-0.40]} and comorbidity [Charlson Comorbidity Index ≥4, OR 0.69 (95% CI 0.52-0.91)] were associated with non-participation in EQUAL. EQUAL had a higher proportion of patients starting RRT at 1 year compared with SCC (8.1% versus 2.1%; P < 0.001). Patients in the PCC and SCC had increased risk of hospitalization [incidence rate ratio 1.76 (95% CI 1.27-2.47) and 2.13 (95% CI 1.59-2.86)] and mortality at 1 year [hazard ratio 3.48 (95% CI 2.1-5.7) and 1.7 (95% CI 1.1-2.7)] compared with EQUAL. This study provides evidence of how participants in a cohort study can differ from the broader population of patients, which is essential when considering external validity and application to local practice.

Sections du résumé

BACKGROUND
Cohort studies are among the most robust of observational studies but have issues with external validity. This study assesses threats to external validity (generalizability) in the European QUALity (EQUAL) study, a cohort study of people >65 years of age with Stage 4/5 chronic kidney disease.
METHODS
Patients meeting the EQUAL inclusion criteria were identified in The Health Improvement Network database and stratified into those attending renal units, a secondary care cohort (SCC) and a not primary care cohort (PCC). Survival, progression to renal replacement therapy (RRT) and hospitalization were compared.
RESULTS
The analysis included 250, 633 and 2464 patients in EQUAL, PCC and SCC. EQUAL had a higher proportion of men compared with PCC and SCC (60.0% versus 34.8% versus 51.4%). Increasing age ≥85 years {odds ratio [OR] 0.25 [95% confidence interval (CI) 0.15-0.40]} and comorbidity [Charlson Comorbidity Index ≥4, OR 0.69 (95% CI 0.52-0.91)] were associated with non-participation in EQUAL. EQUAL had a higher proportion of patients starting RRT at 1 year compared with SCC (8.1% versus 2.1%; P < 0.001). Patients in the PCC and SCC had increased risk of hospitalization [incidence rate ratio 1.76 (95% CI 1.27-2.47) and 2.13 (95% CI 1.59-2.86)] and mortality at 1 year [hazard ratio 3.48 (95% CI 2.1-5.7) and 1.7 (95% CI 1.1-2.7)] compared with EQUAL.
CONCLUSIONS
This study provides evidence of how participants in a cohort study can differ from the broader population of patients, which is essential when considering external validity and application to local practice.

Identifiants

pubmed: 33426560
pii: 6078539
doi: 10.1093/ndt/gfab002
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

540-547

Informations de copyright

© The Author(s) 2021. Published by Oxford University Press on behalf of the ERA.

Auteurs

Anirudh Rao (A)

Department of Nephrology, Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK.

Stephanie J MacNeill (SJ)

Population Health Sciences, University of Bristol, Bristol, UK.

Moniek W M van de Luijtgaarden (MWM)

Department of Medical Informatics, ERA-EDTA Registry, Academic Medical Center, Amsterdam Public Health Research Institute, University of Amsterdam, Amsterdam, The Netherlands.

Nicholas C Chesnaye (NC)

Department of Medical Informatics, ERA-EDTA Registry, Academic Medical Center, Amsterdam Public Health Research Institute, University of Amsterdam, Amsterdam, The Netherlands.

Christiane Drechsler (C)

Department of Internal Medicine, University Hospital Würzburg, Würzburg, Germany.

Chistoph Wanner (C)

Department of Internal Medicine, University Hospital Würzburg, Würzburg, Germany.

Claudia Torino (C)

Clinical Epidemiology and Pathophysiology of Renal Diseases and Hypertension, CNR-IFC, Reggio Calabria, Italy.

Maurizio Postorino (M)

Clinical Epidemiology and Pathophysiology of Renal Diseases and Hypertension, CNR-IFC, Reggio Calabria, Italy.

Maciej Szymczak (M)

Department of Nephrology and Transplantation Medicine, Wroclaw Medical University, Wroclaw, Poland.

Marie Evans (M)

Department of Clinical Science, Division of Renal Medicine, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden.

Friedo W Dekker (FW)

Department of Clinical Epidemiology, Leiden University Medical Centre, Leiden, The Netherlands.

Kitty J Jager (KJ)

Department of Medical Informatics, ERA-EDTA Registry, Academic Medical Center, Amsterdam Public Health Research Institute, University of Amsterdam, Amsterdam, The Netherlands.

Yoav Ben-Shlomo (Y)

Population Health Sciences, University of Bristol, Bristol, UK.

Fergus J Caskey (FJ)

Population Health Sciences, University of Bristol, Bristol, UK.
North Bristol NHS Trust, Bristol, UK.

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