Evidence map›Paper›PMID 35084795›Full record

ArticlePediatric diabetes2022

Three-variate trajectories of metabolic control, body mass index, and insulin dose: Heterogeneous response to initiation of pump therapy in youth with type 1 diabetes.

Martin Tauschmann, Anke Schwandt, Nicole Prinz, Marianne Becker, Torben Biester, Melanie Hess, Martin Holder, Beate Karges, Andrea Näke, Oliver Kuss and 3 more

Open access · hybridAbstract readMulticenter Study
In one paragraph

Article in Pediatric diabetes, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
0.6field-weighted citation impact, top 33% 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

3 citing papers in PubMed, 4 citations in OpenAlex.

  1. Article
  2. Trends in BMI in Latin American Children With New-Onset Type 1 Diabetes Over 3 Years.Clinical diabetes : a publication of the American Diabetes Association · 2025
    Article
  3. Article
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

13 authors at 10 institutions in 4 countries.

Martin TauschmannDepartment of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria.ORCID 0000-0002-2305-2490
Anke SchwandtInstitute of Epidemiology and Medical Biometry, ZIBMT, University of Ulm, Ulm, Germany.
Nicole PrinzInstitute of Epidemiology and Medical Biometry, ZIBMT, University of Ulm, Ulm, Germany.ORCID 0000-0002-7570-9095
Marianne BeckerDECCP, Clinique Pédiatrique Centre Hospitalier de Luxembourg, Luxembourg, Luxembourg.
Torben BiesterDiabetes-Center for Children and Adolescents, Children's Hospital "Auf der Bult", Hannover, Germany.ORCID 0000-0001-8051-5562
Melanie HessPediatric Endocrinology and Diabetology, University Children's Hospital Basel, Basel, Switzerland.
Martin HolderKlinikum Stuttgart, Olgahospital, Department of Pediatric Endocrinology and Diabetology, Stuttgart, Germany.ORCID 0000-0002-6577-5400
Beate KargesDivision of Endocrinology and Diabetes, Medical Faculty, RWTH Aachen University, Aachen, Germany.
Andrea NäkeChildren's Hospital Carl Gustav Carus, Technical University Dresden, Dresden, Germany.
Oliver KussGerman Center for Diabetes Research (DZD), Munich-Neuherberg, Germany.
Simone von SengbuschDepartment of Paediatrics and Adolescent Medicine, University Hospital Schleswig-Holstein, Campus Luebeck, Luebeck, Germany.ORCID 0000-0003-4903-3711
Reinhard W HollInstitute of Epidemiology and Medical Biometry, ZIBMT, University of Ulm, Ulm, Germany.
DPV Initiative
Universität Ulm · DECentre Hospitalier de Luxembourg · LUDeutsches Diabetes-Zentrum e.V. · DEKinderkrankenhaus auf der Bult · DEMedical University of Vienna · ATOlgahospital · DERWTH Aachen University · DEUniversity Children’s Hospital Basel · CHUniversity Hospital Carl Gustav Carus · DEUniversity Hospital Schleswig-Holstein · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveContinuous subcutaneous insulin infusion (CSII) in youths with type 1 diabetes (T1D) is often associated with lower HbA1c, lower total daily insulin dose (TDD), and lower body mass index (BMI) compared with multiple daily injections (MDI). Individual responses to CSII are diverse. The aim was to identify unique three-variate patterns of HbA1c, BMI standard deviation score (SDS), and TDD after switching to CSII.

methodsFive thousand one hundred and thirty-three youths (≤20 years; 48% boys; median age at pump start 12.5 years) with T1D duration ≥3 years at CSII initiation were selected from the multicenter DPV registry. We applied group-based multitrajectory modeling to identify groups of individuals following similar trajectories. Measurements were aggregated quarterly during a 3-year follow-up period. Trajectory variables were changes of HbA1c, BMI-SDS, and TDD from baseline (delta = quarterly aggregated values at each time point [i] minus the respective baseline value).

resultsFour groups of diverging Delta-HbA1c, Delta-BMI-SDS, and Delta-TDD patterns were identified. All showed improvements in HbA1c during the first 3 months. Group 1 (12%) was characterized by modest HbA1c increase thereafter, TDD reduction, and stable BMI-SDS. In Group 2 (39%), increasing HbA1c, decreasing BMI-SDS, and stable TDD were found. By contrast, sustainably improved HbA1c, increasing BMI-SDS, and stable TDD were observed in Group 3 (32%). Group 4 (17%) was characterized by increasing levels for HbA1c, BMI-SDS, and TDD. Between-group differences in baseline HbA1c, BMI-SDS, TDD as well as in sex ratio, age at diabetes onset and at pump start were observed.

conclusionsDefinite trajectories of glycemic control, BMI, and TDD over 3 years after CSII initiation were identified in youths with T1D allowing a more personalized treatment recommendation.

Indexed as

Diabetes Mellitus, Type 1AdolescentBody Mass IndexFemaleGlycated HemoglobinHumansHypoglycemic AgentsInsulinInsulin Infusion SystemsMaleGlycated HemoglobinHypoglycemic AgentsInsulinBMIchildren and adolescents with type 1 diabetesCSIIdiabetesDPVGBMTinsulin pumplongitudinal patternsmulti trajectory modelingTDDtrajectories of HbA1ctype 1 diabetes

Identifiers

PMID35084795
PMCPMC9303587
OpenAlexW4210583620

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.