Evidence map›Paper›PMID 28459844›Full record

ArticlePloS one2017

A predictive model for lack of partial clinical remission in new-onset pediatric type 1 diabetes.

Katherine R Marino, Rachel L Lundberg, Aastha Jasrotia, Louise S Maranda, Michael J Thompson, Bruce A Barton, Laura C Alonso, Benjamin Udoka Nwosu

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed, 2 pooled it
4.4field-weighted citation impact, top 6% 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

35 citing papers in PubMed, 2 syntheses or guidelines pooled it, 52 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Trial
  4. Trial
  5. Type 1 Diabetes Mellitus and Vitamin D.International journal of molecular sciences · 2025
    Review
  6. Review
  7. Article
  8. Article
  9. Review
  10. The role of GABA in type 1 diabetes.Frontiers in endocrinology · 2024
    Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Observational
  17. Article
  18. Article
  19. Article
  20. 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

8 authors at 1 institution in 1 country.

Katherine R MarinoDivision of Endocrinology, Department of Pediatrics, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America.
Rachel L LundbergDivision of Endocrinology, Department of Pediatrics, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America.
Aastha JasrotiaDivision of Endocrinology, Department of Pediatrics, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America.
Louise S MarandaDepartment of Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America.
Michael J ThompsonDiabetes Division, Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America.
Bruce A BartonDepartment of Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America.
Laura C AlonsoDiabetes Division, Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America.
Benjamin Udoka NwosuDivision of Endocrinology, Department of Pediatrics, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America.ORCID http://orcid.org/0000-0003-2212-0276
University of Massachusetts Chan Medical School · US

Funding

Vitamin D and Residual Beta-Cell Function in Type 1 DiabetesR21DK113353 · NIDDK · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI NWOSU, BENJAMIN UDOKA · 2017 to 2019
$628k
NIDDK NIH HHS R21 DK113353
6 · The paper itself

Abstract

importance>50% of patients with new-onset type 1 diabetes (T1D) do not enter partial clinical remission (PCR); early identification of these patients may improve initial glycemic control and reduce long-term complications.

aimTo determine whether routinely obtainable clinical parameters predict non-remission in children and adolescents with new-onset T1D. SUBJECTS AND

methodsData on remission were collected for the first 36 months of disease in 204 subjects of ages 2-14 years with new-onset type 1 diabetes. There were 86 remitters (age 9.1±3.0y; male 57%), and 118 non-remitters (age 7.0±3.1y; male 40.7%). PCR was defined as insulin-dose adjusted hemoglobin A1c of ≤9.

resultsNon-remission occurred in 57.8% of subjects. Univariable analysis showed that the risk for non-remission was increased 9-fold in patients with 4 diabetes-associated auto-antibodies (OR = 9.90, p = 0.010); 5-fold in patients <5 years old (odds ratio = 5.38, p = 0.032), 3-fold in those with bicarbonate of <15 mg/dL at diagnosis (OR = 3.71, p = 0.008). Combined estimates of risk potential for HC03 and the number of autoantibodies by multivariable analysis, adjusted for BMI standard deviation score, showed HC03 <15 mg/dL with a clinically significant 10-fold risk (OR = 10.1, p = 0.074); and the number of autoantibodies with a 2-fold risk for non-remission (OR = 1.9, p = 0.105). Male sex and older age were associated with decreased risk for non-remission. A receiver-operating characteristic curve model depicting sensitivity by 1-specificity for non-remission as predicted by bicarbonate <15 mg/dL, age <5y, female sex, and >3 diabetes-associated autoantibodies had an area under the curve of 0.73.

conclusionsMore than 50% of children and adolescents with new-onset T1D do not undergo partial clinical remission and are thus at an increased risk for long-term complications of diabetes mellitus. A predictive model comprising of bicarbonate <15 mg/dL, age <5y, female sex, and >3 diabetes-associated autoantibodies has 73% power for correctly predicting non-remission in children and adolescents with new-onset T1D. Early identification of these non-remitters may guide the institution of targeted therapy to limit dysglycemia and reduce the prevalence of long-term deleterious complications.

Indexed as

Adenosine TriphosphatasesAdolescentAge FactorsAnion Transport ProteinsAutoantibodiesBiomarkersBody Mass IndexChildChild, PreschoolDiabetes Mellitus, Type 1FemaleGlycated HemoglobinHumansMaleModels, BiologicalModels, StatisticalAdenosine Triphosphatasesanion-sensitive ATPasesAnion Transport ProteinsAutoantibodiesBiomarkersGlycated Hemoglobinhemoglobin A1c protein, human

Identifiers

PMID28459844
PMCPMC5411061
OpenAlexW2611081548

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.