Evidence map›Paper›PMID 32961611›Full record

ArticleDiabetic medicine : a journal of the British Diabetic Association2021

Characteristics associated with polypharmacy in people with type 2 diabetes: the Dutch Diabetes Pearl cohort.

S van Oort, F Rutters, M F Warlé-van Herwaarden, M T Schram, C D Stehouwer, C J Tack, E J Abbink, B H Wolffenbuttel, M M van der Klauw, J H DeVries and 12 more

Open access · hybridAbstract read
In one paragraph

Article in Diabetic medicine : a journal of the British Diabetic Association, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
2.1field-weighted citation impact, top 13% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

12 citing papers in PubMed, 1 synthesis or guideline pooled it, 28 citations in OpenAlex.

  1. Pooled it
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  12. Hypertension in diabetes care: emerging roles of recent hypoglycemic agents.Hypertension research : official journal of the Japanese Society of Hypertension · 2021
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

22 authors at 10 institutions in 1 country.

S van OortDepartment of Epidemiology and Biostatistics, Amsterdam University Medical Center, location VUmc, Amsterdam Cardiovascular Sciences Research Institute and Amsterdam Public Health Research Institute, Amsterdam, the Netherlands.ORCID 0000-0002-0756-2730
F RuttersDepartment of Epidemiology and Biostatistics, Amsterdam University Medical Center, location VUmc, Amsterdam Cardiovascular Sciences Research Institute and Amsterdam Public Health Research Institute, Amsterdam, the Netherlands.
M F Warlé-van HerwaardenPharmacy Groesbeek, Groesbeek, the Netherlands.
M T SchramDepartment of Internal Medicine, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Center+, Maastricht, the Netherlands.
C D StehouwerDepartment of Internal Medicine, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Center+, Maastricht, the Netherlands.
C J TackDepartment of Internal Medicine, Radboud University Medical Center, Nijmegen, the Netherlands.
E J AbbinkDepartment of Internal Medicine, Radboud University Medical Center, Nijmegen, the Netherlands.
B H WolffenbuttelDepartment of Endocrinology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands.
M M van der KlauwDepartment of Endocrinology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands.
J H DeVriesDepartment of Internal Medicine, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands.
S E SiegelaarDepartment of Internal Medicine, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands.
E J SijbrandsDepartment of Internal Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands.
B ÖzcanDepartment of Internal Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands.
H W de ValkDepartment of Internal Medicine, University Medical Center Utrecht, Utrecht, the Netherlands.
B SilviusDepartment of Internal Medicine, University Medical Center Utrecht, Utrecht, the Netherlands.
M A SchroijenDepartment of Medicine, Division of Endocrinology, Leiden University Medical Center, Leiden, the Netherlands.
I M JazetDepartment of Medicine, Division of Endocrinology, Leiden University Medical Center, Leiden, the Netherlands.
A J van BallegooijenDepartment of Epidemiology and Biostatistics, Amsterdam University Medical Center, location VUmc, Amsterdam Cardiovascular Sciences Research Institute and Amsterdam Public Health Research Institute, Amsterdam, the Netherlands.
J W J BeulensDepartment of Epidemiology and Biostatistics, Amsterdam University Medical Center, location VUmc, Amsterdam Cardiovascular Sciences Research Institute and Amsterdam Public Health Research Institute, Amsterdam, the Netherlands.
P J EldersDepartment of General Practice and Elderly Care Medicine, Amsterdam University Medical Center, location VUmc, Amsterdam Public Health Research Institute, Amsterdam, the Netherlands.
C KramersDepartment of Pharmacology and Toxicology, Radboud University Medical Center, Nijmegen, the Netherlands.ORCID 0000-0001-5398-6414
Diabetes Pearl from the Parelsnoer Initiative
Amsterdam University Medical Centers · NLRadboud University Nijmegen · NLErasmus MC · NLLeiden University Medical Center · NLMaastricht University Medical Centre · NLUniversity Medical Center Groningen · NLUtrecht University · NLAmsterdam Public Health · NLParnassia Groep · NLUniversity Medical Center Utrecht · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aimTo describe the prevalence and characteristics of polypharmacy in a Dutch cohort of individuals with type 2 diabetes.

methodsWe included people with type 2 diabetes from the Diabetes Pearl cohort, of whom 3886 were treated in primary care and 2873 in academic care (secondary/tertiary). With multivariable multinomial logistic regression analyses stratified for line of care, we assessed which sociodemographic, lifestyle and cardiometabolic characteristics were associated with moderate (5-9 medications) and severe polypharmacy (≥10 medications) compared with no polypharmacy (0-4 medications).

resultsMean age was 63 ± 10 years, and 40% were women. The median number of daily medications was 5 (IQR 3-7) in primary care and 7 (IQR 5-10) in academic care. The prevalence of moderate and severe polypharmacy was 44% and 10% in primary care, and 53% and 29% in academic care respectively. Glucose-lowering and lipid-modifying medications were most prevalent. People with severe polypharmacy used a relatively large amount of other (i.e. non-cardiovascular and non-glucose-lowering) medication. Moderate and severe polypharmacy across all lines of care were associated with higher age, low educational level, more smoking, longer diabetes duration, higher BMI and more cardiovascular disease.

conclusionsSevere and moderate polypharmacy are prevalent in over half of people with type 2 diabetes in primary care, and even more in academic care. People with polypharmacy are characterized by poorer cardiometabolic status. These results highlight the significance of polypharmacy in type 2 diabetes.

Indexed as

PolypharmacyAgedAged, 80 and overCardiovascular DiseasesCohort StudiesComorbidityDiabetes Mellitus, Type 2FemaleHumansMaleMiddle AgedNetherlandsPrevalenceSocioeconomic Factors

Identifiers

PMID32961611
PMCPMC8048843
OpenAlexW3089304741

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

None linked

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.