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Published in: Endocrine 1/2022

01-01-2022 | Statins | Original Article

Predictors of the effectiveness of insulin pumps in patients with type 1 diabetes mellitus

Authors: Joana Camões Neves, João Sérgio Neves, Celestino Neves, Davide Carvalho

Published in: Endocrine | Issue 1/2022

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Abstract

Purpose

Insulin pump therapy has become the preferential treatment for type 1 diabetes (T1D) as it mimics the physiological secretion of insulin better than multiple daily injections. However, not all patients improve with insulin pump therapy. This study aims to determine the predictors of the effectiveness of insulin pumps in T1D.

Methods

We conducted a retrospective observational study of patients who started insulin pumps. Data from four timepoints (before, at 6, 12, and 36 months) were evaluated for outcomes of glycemic control and safety. The association of baseline predictors with outcomes was analyzed using linear and logistic regression models.

Results

We evaluated 136 patients (57.4% females, age 36 ± 12 years, duration of T1D 14 ± 9 years). During the follow-up, there was a mean decrease of HbA1c of 0.9 ± 1.2%. The improvement in HbA1c was independent of sex, age, and duration of T1D. Higher baseline HbA1c, family history of diabetes, and not being treated with statins were predictors of improvement in HbA1c. Not being treated with statins and higher baseline HbA1c predicted improvement in HbA1c without worsening hypoglycemia. History of hypoglycemia was a predictor of severe hypoglycemia. Family history, higher baseline HbA1c, and psychological/psychiatric disorders were predictors of ketoacidosis.

Conclusion

Benefits of insulin pump were independent of sex, age, and duration of T1D. Baseline HbA1c, family history of diabetes, treatment with statins, history of hypoglycemia, and psychological/psychiatric disorders were predictors of outcomes, and may allow the identification of patients who benefit most from insulin pump therapy or who are at increased risk of complications.
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Literature
6.
go back to reference D.M. Nathan, B. Zinman, P.A. Cleary, J.-Y.C. Backlund, S. Genuth, R. Miller, T.J. Orchard, D. Control, C. Trial, Eo.D. Interventions et al. Modern-day clinical course of type 1 diabetes mellitus after 30 years’ duration: the diabetes control and complications trial/epidemiology of diabetes interventions and complications and Pittsburgh epidemiology of diabetes complications experience (1983–2005). Arch. Intern. Med. 169(14), 1307 (2009). https://doi.org/10.1001/archinternmed.2009.193CrossRefPubMedPubMedCentral D.M. Nathan, B. Zinman, P.A. Cleary, J.-Y.C. Backlund, S. Genuth, R. Miller, T.J. Orchard, D. Control, C. Trial, Eo.D. Interventions et al. Modern-day clinical course of type 1 diabetes mellitus after 30 years’ duration: the diabetes control and complications trial/epidemiology of diabetes interventions and complications and Pittsburgh epidemiology of diabetes complications experience (1983–2005). Arch. Intern. Med. 169(14), 1307 (2009). https://​doi.​org/​10.​1001/​archinternmed.​2009.​193CrossRefPubMedPubMedCentral
10.
go back to reference R.S. Group, Relative effectiveness of insulin pump treatment over multiple daily injections and structured education during flexible intensive insulin treatment for type 1 diabetes: cluster randomised trial (REPOSE). BMJ (2017). https://doi.org/10.1136/bmj.j1285 R.S. Group, Relative effectiveness of insulin pump treatment over multiple daily injections and structured education during flexible intensive insulin treatment for type 1 diabetes: cluster randomised trial (REPOSE). BMJ (2017). https://​doi.​org/​10.​1136/​bmj.​j1285
17.
go back to reference S. Oliveira, C. Neves, C. Esteves, J. Neves, A. Oliveira, M. Pereira, C. Arteiro, A. Costa, M. Redondo, R. Baltazar, Assessing the effects of the transition from multiple daily insulin injections (MDI) to continuous subcutaneous insulin infusion in the intensive treatment of type 1 diabetes mellitus. Revista Portuguesa de Endocrinologia, Diabetes e Metabolismo (2019). www.spedmjournal.com, https://hdl.handle.net/10216/124961 S. Oliveira, C. Neves, C. Esteves, J. Neves, A. Oliveira, M. Pereira, C. Arteiro, A. Costa, M. Redondo, R. Baltazar, Assessing the effects of the transition from multiple daily insulin injections (MDI) to continuous subcutaneous insulin infusion in the intensive treatment of type 1 diabetes mellitus. Revista Portuguesa de Endocrinologia, Diabetes e Metabolismo (2019). www.​spedmjournal.​com, https://​hdl.​handle.​net/​10216/​124961
18.
go back to reference B. Karges, A. Schwandt, B. Heidtmann, O. Kordonouri, E. Binder, U. Schierloh, C. Boettcher, T. Kapellen, J. Rosenbauer, R.W. Holl, Association of insulin pump therapy vs insulin injection therapy with severe hypoglycemia, ketoacidosis, and glycemic control among children, adolescents, and young adults with type 1 diabetes. JAMA 318(14), 1358–1366 (2017). https://doi.org/10.1001/jama.2017.13994CrossRefPubMedPubMedCentral B. Karges, A. Schwandt, B. Heidtmann, O. Kordonouri, E. Binder, U. Schierloh, C. Boettcher, T. Kapellen, J. Rosenbauer, R.W. Holl, Association of insulin pump therapy vs insulin injection therapy with severe hypoglycemia, ketoacidosis, and glycemic control among children, adolescents, and young adults with type 1 diabetes. JAMA 318(14), 1358–1366 (2017). https://​doi.​org/​10.​1001/​jama.​2017.​13994CrossRefPubMedPubMedCentral
24.
go back to reference S. Roze, J. Smith‐Palmer, W. Valentine, S. de Portu, K. Nørgaard, J. Pickup, Cost‐effectiveness of continuous subcutaneous insulin infusion versus multiple daily injections of insulin in Type 1 diabetes: a systematic review. Diabetic Med. 32(11), 1415–1424 (2015). https://doi.org/10.1111/dme.12792CrossRefPubMed S. Roze, J. Smith‐Palmer, W. Valentine, S. de Portu, K. Nørgaard, J. Pickup, Cost‐effectiveness of continuous subcutaneous insulin infusion versus multiple daily injections of insulin in Type 1 diabetes: a systematic review. Diabetic Med. 32(11), 1415–1424 (2015). https://​doi.​org/​10.​1111/​dme.​12792CrossRefPubMed
43.
go back to reference B. Matejko, B. Kiec‐Wilk, M. Szopa, I. Trznadel Morawska, M.T. Malecki, T. Klupa, Are late‐night eating habits and sleep duration associated with glycemic control in adult type 1 diabetes patients treated with insulin pumps? J. Diabetes Invest. 6(4), 460–464 (2015). https://doi.org/10.1111/jdi.12320CrossRef B. Matejko, B. Kiec‐Wilk, M. Szopa, I. Trznadel Morawska, M.T. Malecki, T. Klupa, Are late‐night eating habits and sleep duration associated with glycemic control in adult type 1 diabetes patients treated with insulin pumps? J. Diabetes Invest. 6(4), 460–464 (2015). https://​doi.​org/​10.​1111/​jdi.​12320CrossRef
49.
go back to reference A.J. Flatt, S.A. Little, J. Speight, L. Leelarathna, E. Walkinshaw, H.K. Tan, A. Bowes, A. Lubina-Solomon, E. Holmes-Truscott, T.J. Chadwick, Predictors of recurrent severe hypoglycemia in adults with type 1 diabetes and impaired awareness of hypoglycemia during the HypoCOMPaSS study. Diabetes Care 43(1), 44–52 (2020). https://doi.org/10.2337/dc19-0630CrossRefPubMed A.J. Flatt, S.A. Little, J. Speight, L. Leelarathna, E. Walkinshaw, H.K. Tan, A. Bowes, A. Lubina-Solomon, E. Holmes-Truscott, T.J. Chadwick, Predictors of recurrent severe hypoglycemia in adults with type 1 diabetes and impaired awareness of hypoglycemia during the HypoCOMPaSS study. Diabetes Care 43(1), 44–52 (2020). https://​doi.​org/​10.​2337/​dc19-0630CrossRefPubMed
50.
go back to reference U. Pedersen‐Bjergaard, S. Pramming, S.R. Heller, T.M. Wallace, Å.K. Rasmussen, H.V. Jørgensen, D.R. Matthews, P. Hougaard, B. Thorsteinsson, Severe hypoglycaemia in 1076 adult patients with type 1 diabetes: influence of risk markers and selection. Diabetes Metab. Res. Rev. 20(6), 479–486 (2004). https://doi.org/10.1002/dmrr.482CrossRefPubMed U. Pedersen‐Bjergaard, S. Pramming, S.R. Heller, T.M. Wallace, Å.K. Rasmussen, H.V. Jørgensen, D.R. Matthews, P. Hougaard, B. Thorsteinsson, Severe hypoglycaemia in 1076 adult patients with type 1 diabetes: influence of risk markers and selection. Diabetes Metab. Res. Rev. 20(6), 479–486 (2004). https://​doi.​org/​10.​1002/​dmrr.​482CrossRefPubMed
51.
go back to reference M. Phillip, T. Battelino, H. Rodriguez, T. Danne, F. Kaufman, Use of insulin pump therapy in the pediatric age-group: consensus statement from the European Society for Paediatric Endocrinology, the Lawson Wilkins Pediatric Endocrine Society, and the International Society for Pediatric and Adolescent Diabetes, endorsed by the American Diabetes Association and the European Association for the Study of Diabetes. Diabetes Care 30(6), 1653–1662 (2007). https://doi.org/10.2337/dc07-9922. https://doi.org/10.1097/00004583-199805000-00016 M. Phillip, T. Battelino, H. Rodriguez, T. Danne, F. Kaufman, Use of insulin pump therapy in the pediatric age-group: consensus statement from the European Society for Paediatric Endocrinology, the Lawson Wilkins Pediatric Endocrine Society, and the International Society for Pediatric and Adolescent Diabetes, endorsed by the American Diabetes Association and the European Association for the Study of Diabetes. Diabetes Care 30(6), 1653–1662 (2007). https://​doi.​org/​10.​2337/​dc07-9922. https://​doi.​org/​10.​1097/​00004583-199805000-00016
52.
Metadata
Title
Predictors of the effectiveness of insulin pumps in patients with type 1 diabetes mellitus
Authors
Joana Camões Neves
João Sérgio Neves
Celestino Neves
Davide Carvalho
Publication date
01-01-2022
Publisher
Springer US
Published in
Endocrine / Issue 1/2022
Print ISSN: 1355-008X
Electronic ISSN: 1559-0100
DOI
https://doi.org/10.1007/s12020-021-02837-4

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