Cargando…

Referral to the NHS Diabetes Prevention Programme and conversion from nondiabetic hyperglycaemia to type 2 diabetes mellitus in England: A matched cohort analysis

BACKGROUND: The NHS Diabetes Prevention Programme (NDPP) is a behaviour change programme for adults who are at risk of developing type 2 diabetes mellitus (T2DM): people with raised blood glucose levels, but not in the diabetic range, diagnosed with nondiabetic hyperglycaemia (NDH). We examined the...

Descripción completa

Detalles Bibliográficos
Autores principales: Ravindrarajah, Rathi, Sutton, Matt, Reeves, David, Cotterill, Sarah, Mcmanus, Emma, Meacock, Rachel, Whittaker, William, Soiland-Reyes, Claudia, Heller, Simon, Bower, Peter, Kontopantelis, Evangelos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9970065/
https://www.ncbi.nlm.nih.gov/pubmed/36848393
http://dx.doi.org/10.1371/journal.pmed.1004177
_version_ 1784897843428851712
author Ravindrarajah, Rathi
Sutton, Matt
Reeves, David
Cotterill, Sarah
Mcmanus, Emma
Meacock, Rachel
Whittaker, William
Soiland-Reyes, Claudia
Heller, Simon
Bower, Peter
Kontopantelis, Evangelos
author_facet Ravindrarajah, Rathi
Sutton, Matt
Reeves, David
Cotterill, Sarah
Mcmanus, Emma
Meacock, Rachel
Whittaker, William
Soiland-Reyes, Claudia
Heller, Simon
Bower, Peter
Kontopantelis, Evangelos
author_sort Ravindrarajah, Rathi
collection PubMed
description BACKGROUND: The NHS Diabetes Prevention Programme (NDPP) is a behaviour change programme for adults who are at risk of developing type 2 diabetes mellitus (T2DM): people with raised blood glucose levels, but not in the diabetic range, diagnosed with nondiabetic hyperglycaemia (NDH). We examined the association between referral to the programme and reducing conversion of NDH to T2DM. METHODS AND FINDINGS: Cohort study of patients attending primary care in England using clinical Practice Research Datalink data from 1 April 2016 (NDPP introduction) to 31 March 2020 was used. To minimise confounding, we matched patients referred to the programme in referring practices to patients in nonreferring practices. Patients were matched based on age (≥3 years), sex, and ≥365 days of NDH diagnosis. Random-effects parametric survival models evaluated the intervention, controlling for numerous covariates. Our primary analysis was selected a priori: complete case analysis, 1-to-1 practice matching, up to 5 controls sampled with replacement. Various sensitivity analyses were conducted, including multiple imputation approaches. Analysis was adjusted for age (at index date), sex, time from NDH diagnosis to index date, BMI, HbA1c, total serum cholesterol, systolic blood pressure, diastolic blood pressure, prescription of metformin, smoking status, socioeconomic status, a diagnosis of depression, and comorbidities. A total of 18,470 patients referred to NDPP were matched to 51,331 patients not referred to NDPP in the main analysis. Mean follow-up from referral was 482.0 (SD = 317.3) and 472.4 (SD = 309.1) days, for referred to NDPP and not referred to NDPP, respectively. Baseline characteristics in the 2 groups were similar, except referred to NDPP were more likely to have higher BMI and be ever-smokers. The adjusted HR for referred to NDPP, compared to not referred to NDPP, was 0.80 (95% CI: 0.73 to 0.87) (p < 0.001). The probability of not converting to T2DM at 36 months since referral was 87.3% (95% CI: 86.5% to 88.2%) for referred to NDPP and 84.6% (95% CI: 83.9% to 85.4%) for not referred to NDPP. Associations were broadly consistent in the sensitivity analyses, but often smaller in magnitude. As this is an observational study, we cannot conclusively address causality. Other limitations include the inclusion of controls from the other 3 UK countries, data not allowing the evaluation of the association between attendance (rather than referral) and conversion. CONCLUSIONS: The NDPP was associated with reduced conversion rates from NDH to T2DM. Although we observed smaller associations with risk reduction, compared to what has been observed in RCTs, this is unsurprising since we examined the impact of referral, rather than attendance or completion of the intervention.
format Online
Article
Text
id pubmed-9970065
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-99700652023-02-28 Referral to the NHS Diabetes Prevention Programme and conversion from nondiabetic hyperglycaemia to type 2 diabetes mellitus in England: A matched cohort analysis Ravindrarajah, Rathi Sutton, Matt Reeves, David Cotterill, Sarah Mcmanus, Emma Meacock, Rachel Whittaker, William Soiland-Reyes, Claudia Heller, Simon Bower, Peter Kontopantelis, Evangelos PLoS Med Research Article BACKGROUND: The NHS Diabetes Prevention Programme (NDPP) is a behaviour change programme for adults who are at risk of developing type 2 diabetes mellitus (T2DM): people with raised blood glucose levels, but not in the diabetic range, diagnosed with nondiabetic hyperglycaemia (NDH). We examined the association between referral to the programme and reducing conversion of NDH to T2DM. METHODS AND FINDINGS: Cohort study of patients attending primary care in England using clinical Practice Research Datalink data from 1 April 2016 (NDPP introduction) to 31 March 2020 was used. To minimise confounding, we matched patients referred to the programme in referring practices to patients in nonreferring practices. Patients were matched based on age (≥3 years), sex, and ≥365 days of NDH diagnosis. Random-effects parametric survival models evaluated the intervention, controlling for numerous covariates. Our primary analysis was selected a priori: complete case analysis, 1-to-1 practice matching, up to 5 controls sampled with replacement. Various sensitivity analyses were conducted, including multiple imputation approaches. Analysis was adjusted for age (at index date), sex, time from NDH diagnosis to index date, BMI, HbA1c, total serum cholesterol, systolic blood pressure, diastolic blood pressure, prescription of metformin, smoking status, socioeconomic status, a diagnosis of depression, and comorbidities. A total of 18,470 patients referred to NDPP were matched to 51,331 patients not referred to NDPP in the main analysis. Mean follow-up from referral was 482.0 (SD = 317.3) and 472.4 (SD = 309.1) days, for referred to NDPP and not referred to NDPP, respectively. Baseline characteristics in the 2 groups were similar, except referred to NDPP were more likely to have higher BMI and be ever-smokers. The adjusted HR for referred to NDPP, compared to not referred to NDPP, was 0.80 (95% CI: 0.73 to 0.87) (p < 0.001). The probability of not converting to T2DM at 36 months since referral was 87.3% (95% CI: 86.5% to 88.2%) for referred to NDPP and 84.6% (95% CI: 83.9% to 85.4%) for not referred to NDPP. Associations were broadly consistent in the sensitivity analyses, but often smaller in magnitude. As this is an observational study, we cannot conclusively address causality. Other limitations include the inclusion of controls from the other 3 UK countries, data not allowing the evaluation of the association between attendance (rather than referral) and conversion. CONCLUSIONS: The NDPP was associated with reduced conversion rates from NDH to T2DM. Although we observed smaller associations with risk reduction, compared to what has been observed in RCTs, this is unsurprising since we examined the impact of referral, rather than attendance or completion of the intervention. Public Library of Science 2023-02-27 /pmc/articles/PMC9970065/ /pubmed/36848393 http://dx.doi.org/10.1371/journal.pmed.1004177 Text en © 2023 Ravindrarajah et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ravindrarajah, Rathi
Sutton, Matt
Reeves, David
Cotterill, Sarah
Mcmanus, Emma
Meacock, Rachel
Whittaker, William
Soiland-Reyes, Claudia
Heller, Simon
Bower, Peter
Kontopantelis, Evangelos
Referral to the NHS Diabetes Prevention Programme and conversion from nondiabetic hyperglycaemia to type 2 diabetes mellitus in England: A matched cohort analysis
title Referral to the NHS Diabetes Prevention Programme and conversion from nondiabetic hyperglycaemia to type 2 diabetes mellitus in England: A matched cohort analysis
title_full Referral to the NHS Diabetes Prevention Programme and conversion from nondiabetic hyperglycaemia to type 2 diabetes mellitus in England: A matched cohort analysis
title_fullStr Referral to the NHS Diabetes Prevention Programme and conversion from nondiabetic hyperglycaemia to type 2 diabetes mellitus in England: A matched cohort analysis
title_full_unstemmed Referral to the NHS Diabetes Prevention Programme and conversion from nondiabetic hyperglycaemia to type 2 diabetes mellitus in England: A matched cohort analysis
title_short Referral to the NHS Diabetes Prevention Programme and conversion from nondiabetic hyperglycaemia to type 2 diabetes mellitus in England: A matched cohort analysis
title_sort referral to the nhs diabetes prevention programme and conversion from nondiabetic hyperglycaemia to type 2 diabetes mellitus in england: a matched cohort analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9970065/
https://www.ncbi.nlm.nih.gov/pubmed/36848393
http://dx.doi.org/10.1371/journal.pmed.1004177
work_keys_str_mv AT ravindrarajahrathi referraltothenhsdiabetespreventionprogrammeandconversionfromnondiabetichyperglycaemiatotype2diabetesmellitusinenglandamatchedcohortanalysis
AT suttonmatt referraltothenhsdiabetespreventionprogrammeandconversionfromnondiabetichyperglycaemiatotype2diabetesmellitusinenglandamatchedcohortanalysis
AT reevesdavid referraltothenhsdiabetespreventionprogrammeandconversionfromnondiabetichyperglycaemiatotype2diabetesmellitusinenglandamatchedcohortanalysis
AT cotterillsarah referraltothenhsdiabetespreventionprogrammeandconversionfromnondiabetichyperglycaemiatotype2diabetesmellitusinenglandamatchedcohortanalysis
AT mcmanusemma referraltothenhsdiabetespreventionprogrammeandconversionfromnondiabetichyperglycaemiatotype2diabetesmellitusinenglandamatchedcohortanalysis
AT meacockrachel referraltothenhsdiabetespreventionprogrammeandconversionfromnondiabetichyperglycaemiatotype2diabetesmellitusinenglandamatchedcohortanalysis
AT whittakerwilliam referraltothenhsdiabetespreventionprogrammeandconversionfromnondiabetichyperglycaemiatotype2diabetesmellitusinenglandamatchedcohortanalysis
AT soilandreyesclaudia referraltothenhsdiabetespreventionprogrammeandconversionfromnondiabetichyperglycaemiatotype2diabetesmellitusinenglandamatchedcohortanalysis
AT hellersimon referraltothenhsdiabetespreventionprogrammeandconversionfromnondiabetichyperglycaemiatotype2diabetesmellitusinenglandamatchedcohortanalysis
AT bowerpeter referraltothenhsdiabetespreventionprogrammeandconversionfromnondiabetichyperglycaemiatotype2diabetesmellitusinenglandamatchedcohortanalysis
AT kontopantelisevangelos referraltothenhsdiabetespreventionprogrammeandconversionfromnondiabetichyperglycaemiatotype2diabetesmellitusinenglandamatchedcohortanalysis