Cohort profile: the Scottish Diabetes Research Network national diabetes cohort – a population-based cohort of people with diabetes in Scotland
Authors:
- Stuart J. McGurnaghanSMStuart J. McGurnaghan
- Luke A. K. BlackbournLBLuke A. K. Blackbourn
- Thomas M. CaparrottaTCThomas M. Caparrotta
- Joseph MellorJMJoseph Mellor
- Anna BarnettABAnna Barnett
- Andy CollierACAndy Collier
- Naveed SattarNSNaveed Sattar
- John McKnightJMJohn McKnight
- John PetrieJPJohn Petrie
- Sam PhilipSPSam Philip
- Robert LindsayRLRobert Lindsay
- Katherine HughesKHKatherine Hughes
Open Access
Abstract
Purpose The Scottish Diabetes Research Network (SDRN)-diabetes research platform was established to combine disparate electronic health record data into research-ready linked datasets for diabetes research in Scotland. The resultant cohort, ‘The SDRN-National Diabetes Dataset (SDRN-NDS)’, has many uses, for example, understanding healthcare burden and socioeconomic trends in disease incidence and prevalence, observational pharmacoepidemiology studies and building prediction tools to support clinical decision making. Participants We estimate that >99% of those diagnosed with diabetes nationwide are captured into the research platform. Between 2006 and mid-2020, the cohort comprised 472 648 people alive with diabetes at any point in whom there were 4 million person-years of follow-up. Of the cohort, 88.1% had type 2 diabetes, 8.8% type 1 diabetes and 3.1% had other types (eg, secondary diabetes). Data are captured from all key clinical encounters for diabetes-related care, including diabetes clinic, primary care and podiatry and comprise clinical history and measurements with linkage to blood results, microbiology, prescribed and dispensed drug and devices, retinopathy screening, outpatient, day case and inpatient episodes, birth outcomes, cancer registry, renal registry and causes of death. Findings to date There have been >50 publications using the SDRN-NDS. Examples of recent key findings include analysis of the incidence and relative risks for COVID-19 infection, drug safety of insulin glargine and SGLT2 inhibitors, life expectancy estimates, evaluation of the impact of flash monitors on glycaemic control and diabetic ketoacidosis and time trend analysis showing that diabetic ketoacidosis (DKA) remains a major cause of death under age 50 years. The findings have been used to guide national diabetes strategy and influence national and international guidelines. Future plans The comprehensive SDRN-NDS will continue to be used in future studies of diabetes epidemiology in the Scottish population. It will continue to be updated at least annually, with new data sources linked as they become available.Keywords
Funding Information
- Diabetes UK (17/0005627)
- Chief Scientist Office Scotland (ETM/47)
This publication has 15 references indexed in Scilit:
- Marked improvements in glycaemic outcomes following insulin pump therapy initiation in people with type 1 diabetes: a nationwide observational study in ScotlandDiabetologia, 2021
- Risks of and risk factors for COVID-19 disease in people with diabetes: a cohort study of the total population of ScotlandThe Lancet Diabetes & Endocrinology, 2021
- Time trends in deaths before age 50 years in people with type 1 diabetes: a nationwide analysis from Scotland 2004–2017Diabetologia, 2020
- Factors associated with stillbirth in women with diabetesDiabetologia, 2019
- Amputation-free survival in 17,353 people at high risk for foot ulceration in diabetes: a national observational studyDiabetologia, 2018
- Diabetes and pregnancy: national trends over a 15 year periodDiabetologia, 2018
- Estimated Life Expectancy in a Scottish Cohort With Type 1 Diabetes, 2008-2010JAMA, 2015
- Progression of Diabetes Retinal Status Within Community Screening Programs and Potential Implications for Screening IntervalsDiabetes Care, 2014
- Reduced Incidence of Lower-Extremity Amputations in People With Diabetes in ScotlandDiabetes Care, 2012
- The public health uses of the Scottish Community Health Index (CHI)Journal of Public Health, 1996