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1.
Pharmacoepidemiol Drug Saf ; 26(2): 127-135, 2017 02.
Article in English | MEDLINE | ID: mdl-27642000

ABSTRACT

PURPOSE: The purpose of this study is to characterise how Type 2 Diabetes Mellitus (T2DM) is treated in England and Wales and whether this adheres to 2009 National Institute for Health and Care Excellence (NICE) guidance on management of T2DM. METHODS: Data for T2DM patients aged 18+ years prescribed at least one anti-diabetic drug between 01/01/2000-30/06/2012 were extracted from the Clinical Practice Research Datalink. We examined the sequences in which anti-diabetic drugs were prescribed and, for patients on the most common anti-diabetic drug pathways, evaluated average HbA1c values at treatment initiation and at progression to a second or third-line anti-diabetic drug class, including insulin. RESULTS: The cohort included 123 671 patients, 56% males, 95% aged 40+ and 79% with at least one recorded HbA1c level. Metformin was the first prescription for 98 957 (80%) patients, with mean HbA1c of 8.68% prior to initiation (95% confidence interval [CI] 8.67, 8.69). A total of 19 890 (16%) patients received sulphonylureas first-line (mean HbA1c = 9.31%, 95%CI 9.27, 9.35). 1402 (12%) insulin users were prescribed insulin first-line (mean HbA1c = 9.89%, 95%CI 9.59, 10.19). A total of 96 895 (78%) patients were managed in line with one of the treatment pathways recommended by NICE. Patients prescribed insulin second-line after metformin had a mean HbA1c of 10.11% (95%CI 9.83, 10.38) prior to first prescription of insulin and 9.98% (95%CI 9.73, 10.23) at baseline. Both values were significantly higher than other groups initiating new treatment. CONCLUSIONS: In over three-quarters of patients, anti-diabetic drugs are being prescribed per NICE guidance. When insulin is being used earlier than recommended, there appears to be a need for urgent and rapid glycaemic control. © 2016 Crown Copyright. Pharmacoepidemiology and Drug Safety © 2016 John Wiley & Sons, Ltd.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/therapeutic use , Practice Guidelines as Topic , Practice Patterns, Physicians'/statistics & numerical data , Adolescent , Adult , Aged , Aged, 80 and over , Blood Glucose/drug effects , Databases, Factual , England , Female , Follow-Up Studies , Glycated Hemoglobin/metabolism , Guideline Adherence , Humans , Hypoglycemic Agents/administration & dosage , Insulin/administration & dosage , Insulin/therapeutic use , Male , Middle Aged , Practice Patterns, Physicians'/standards , Sulfonylurea Compounds/administration & dosage , Sulfonylurea Compounds/therapeutic use , Time Factors , Wales , Young Adult
2.
PLoS One ; 11(11): e0162236, 2016.
Article in English | MEDLINE | ID: mdl-27861488

ABSTRACT

PURPOSE: To develop a cohort of patients with T2DM treated with insulin using CPRD to obtain an accurate diagnosis date. This was used to analyse time from T2DM diagnosis to first ever insulin prescription between 01/01/2000 and 30/06/2012, for patients in England and Wales. METHODS: Patients aged 18 years and over at diagnosis, were included if prescribed an anti-diabetic drug and were excluded if first diagnosis-specific code was inconsistent with a T2DM diagnosis. Diagnosis codes were split into 8 categories based on whether they related to specific T2DM or non-specific diabetes codes. Patients were excluded if they had non-specific diagnosis codes and were prescribed insulin as their first-ever treatment for diabetes. Descriptive statistics for time from T2DM diagnosis to insulin initiation were calculated. RESULTS: Two hundred and fifty-six codes were identified which were consistent with a first-ever diagnosis of T2DM. 7 codes were considered to clearly define a diagnosis of T2DM, which were reported for 64% of patients. The final cohort comprised 11,917 patients and the median time to first insulin prescription from the date of diagnosis was 4.4 years. CONCLUSIONS: A clear definition of cohort development is required to compare and interpret results from studies. Use of diagnosis and product codes is essential when examining use of drugs such as insulin, where competing diagnoses need to be considered separately.


Subject(s)
Diabetes Mellitus, Type 2/epidemiology , Electronic Health Records/statistics & numerical data , Primary Health Care/statistics & numerical data , Adolescent , Adult , Age of Onset , Aged , Aged, 80 and over , Cohort Studies , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/drug therapy , England/epidemiology , Female , Humans , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Male , Middle Aged , Time-to-Treatment , Wales/epidemiology , Young Adult
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