Evidence map›Paper›PMID 33710520›Full record

ArticleDiabetes therapy : research, treatment and education of diabetes and related disorders2021

Guideline Adherence and Associated Outcomes in the Treatment of Type 2 Diabetes Mellitus Patients With an Incident Cardiovascular Comorbidity: An Analysis Based on a Large German Claims Dataset.

Maximilian Gabler, Nils Picker, Silke Geier, Ludwin Ley, Jens Aberle, Michael Lehrke, Stephan Martin, Matthias Riedl, Thomas Wilke

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Article in Diabetes therapy : research, treatment and education of diabetes and related disorders, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

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0cells of the map it votes in
10citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed.

  1. Trial
  2. Article
  3. Article
  4. Observational
  5. Article
  6. Article
  7. Systematic Literature Review of the Impact of Type 2 Diabetes and Heart Failure Guideline Adherence on Clinical and Economic Outcomes.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025
    Review
  8. Article
  9. Article
  10. Article
4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

9 authors.

Maximilian GablerBoehringer Ingelheim Pharma GmbH & Co. KG, Binger Str. 173, 55216, Ingelheim am Rhein, Germany.
Nils PickerIngress-Health HWM GmbH, Alter Holzhafen 19, 23966, Wismar, Germany. nils.picker@ingress-health.com.
Silke GeierBoehringer Ingelheim Pharma GmbH & Co. KG, Binger Str. 173, 55216, Ingelheim am Rhein, Germany.
Ludwin LeyBoehringer Ingelheim Pharma GmbH & Co. KG, Binger Str. 173, 55216, Ingelheim am Rhein, Germany.
Jens AberleUniversitätsklinikum Hamburg-Eppendorf (UKE), Martinistr. 52, 20246, Hamburg, Germany.
Michael LehrkeUniversitätsklinikum Aachen (RWTH), Pauwelsstraße 30, 52074, Aachen, Germany.
Stephan MartinWestdeutsches Diabetes- und Gesundheitszentrum (WDGZ), Hohensandweg 37, 40591, Düsseldorf, Germany.
Matthias RiedlMedicum Hamburg MVZ GmbH, Beim Strohhause 2, 20097, Hamburg, Germany.
Thomas WilkeInstitut für Pharmakoökonomie und Arzneimittellogistik (IPAM), University of Wismar, Alter Holzhafen 19, 23966, Wismar, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionAccording to current guidelines, appropriate drug treatment is the backbone of the effective management of cardiovascular (CV) comorbidities in patients with type 2 diabetes mellitus (T2DM). The main objective of this study was to assess the degree of real-world adherence to these guideline recommendations and to identify whether poor guideline adherence is associated with worse clinical outcomes.

methodsIn this retrospective German claims data analysis (AOK PLUS dataset), patients with T2DM with an incident diagnosis (index date) of ischemic stroke, myocardial infarction, heart failure or coronary artery disease were observed for 12 months between 1 January 2014 and 31 December 2017. We assessed guideline adherence per observed CV disease combination at three levels: "green" if patients received prescriptions of all recommended medications with > 185 defined daily doses (DDDs) per observed patient-year; "yellow" if patients received at least two prescriptions of at least one of the recommended medications; and "red" if patients did not receive at least two prescriptions of at least one of the recommended medications. The impact of the assignment of a patient to one of these three levels on all-cause mortality and CV risk was analyzed based on multivariable Cox regression analyses and reported as adjusted hazard ratios (HRs).

resultsWe identified 32,916 patients with T2DM with an incident CV comorbidity (mean age 75.0 years, 54.2% female, Charlson Comorbidity Index [CCI]: 5.5). Observed patients received at least 185 DDDs of the following medication classes in the 12 months before/after the index date: vitamin K antagonists (6%/6%); antiplatelet drugs (9%/27%); novel oral anticoagulants (3%/13%); diuretics (48%/54%); beta blockers (31%/35%); calcium-channel blockers (34%/32%); renin-angiotensin-aldosterone system inhibitors (69%/68%); and lipid-modifying agents (19%/37%). When post-index therapy was compared to guideline recommendations, the level of "guideline adherence" was classified as "green" for 14.4% of the patients, "yellow" for 75.2% and "red" for 10.5%. An assignment of "red" was associated with worse CV outcomes in all analyses. Regarding mortality, in addition to one additional year of age (hazard ratio [HR] 1.04), CCI (HR 1.17), use of insulins (HR 1.25), digitalis glycosides (HR 1.52) and diuretics (HR 1.32), non-adherence to guideline recommendations ("red": HR 6.79; "yellow": HR: 1.30) was a significant predictor for early death, while female gender (HR 0.79), the participation in a disease management program (HR 0.69) and the use of antidiabetics other than insulin (HR 0.74) were generally associated with a reduced risk.

conclusionOnly a minority of patients with T2DM and an incident CV comorbidity receive a treatment fully adherent with guideline recommendations. This may contribute to high mortality rates in this population in clinical practice.

Indexed as

Cardiovascular diseaseCardiovascular drug treatmentGuideline adherenceT2DM

Identifiers

PMID33710520
PMCPMC7994459

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.