Evidence map›Paper›PMID 32778539›Full record

ArticlePediatrics2020

Screening and Diagnosis of Prediabetes and Diabetes in US Children and Adolescents.

Amelia S Wallace, Dan Wang, Jung-Im Shin, Elizabeth Selvin

Registry-linked trialOpen access · bronzeAbstract read
In one paragraph

Article in Pediatrics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06067451 (Impact of SMART GOAL Setting Protocol on Body Weight and Metabolic Parameters in Children and Adolescents With Prediabetes; a Randomized Clinical Trial.), which is not on this map. Cited by 51 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
51citing papers in PubMed, 1 pooled it
9.1field-weighted citation impact, top 1% 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.

NCT06067451 naunknown statusnot on this mapstarted 2023, after this paper: background citation

Impact of SMART GOAL Setting Protocol on Body Weight and Metabolic Parameters in Children and Adolescents With Prediabetes; a Randomized Clinical Trial.

TypeinterventionalSponsorNorthwell HealthRan2023 to 2025Enrolled80ConditionsPreDiabetes, Adolescent Obesity, Behavior, Health, Nutritional and Metabolic DiseasesArmsSMART GOALS Setting Tool/ Protocol
3 · Its place in the literature

Who cites it

51 citing papers in PubMed, 1 synthesis or guideline pooled it, 92 citations in OpenAlex.

  1. Pooled it
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  4. Biological and Social Risk Factors for Predicting Type 2 Diabetes in Youth with Prediabetes: Review of Existing Prediction Models.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026
    Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors at 1 institution in 1 country.

Amelia S WallaceDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, John Hopkins University, Baltimore, Maryland; and.
Dan WangDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, John Hopkins University, Baltimore, Maryland; and.
Jung-Im ShinDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, John Hopkins University, Baltimore, Maryland; and.
Elizabeth SelvinDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, John Hopkins University, Baltimore, Maryland; and eselvin@jhu.edu.
Johns Hopkins University · US

Funding

CARDIOVASCULAR EPIDEMIOLOGY INSTITUTIONAL TRAININGT32HL007024 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI Elizabeth Selvin · 1985 to 2026
$17.5M
Research and Mentoring in the Clinical Epidemiology of Type 2 DiabetesK24DK106414 · NIDDK · JOHNS HOPKINS UNIVERSITY · PI SELVIN, ELIZABETH · 2015 to 2019
$654k
The Comparative Effectiveness and Safety of Second-line Therapy in Patients with Type 2 DiabetesK01DK121825 · NIDDK · JOHNS HOPKINS UNIVERSITY · PI SHIN, JUNG-IM · 2019 to 2022
$615k
Research and Mentoring in the Clinical Epidemiology of Cardiovascular Disease and Type 2 DiabetesK24HL152440 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI SELVIN, ELIZABETH · 2020 to 2024
$612k
NHLBI NIH HHS K24 HL152440NHLBI NIH HHS T32 HL007024NIDDK NIH HHS K01 DK121825NIDDK NIH HHS K24 DK106414
6 · The paper itself

Abstract

backgroundThe optimal approach to screening and diagnosis of prediabetes and diabetes in youth is uncertain.

methodsWe conducted a cross-sectional analysis of 14 119 youth aged 10 to 19 years in the 1999-2016 NHANES. First, we examined the performance of American Diabetes Association risk-based screening criteria. Second, we evaluated the performance of current clinical definitions of prediabetes and diabetes based on hemoglobin A1c (HbA1c), fasting plasma glucose (FPG), either HbA1c or FPG, or both HbA1c and FPG (confirmatory definition) to identify youth at high cardiometabolic risk.

resultsOverall, 25.5% of US youth (10.6 million in 2016) were eligible for screening. Sensitivity and specificity of the screening criteria for detecting any hyperglycemia were low for both HbA1c ≥5.7% (sensitivity = 55.5%, specificity = 76.3%) and FPG ≥100 mg/dL (sensitivity = 35.8%, specificity = 77.1%). Confirmed undiagnosed diabetes (HbA1c ≥6.5% and FPG ≥126 mg/dL) was rare, <0.5% of youth. Most (>85%) cases of diabetes were diagnosed. Associations with cardiometabolic risk were consistently stronger and more specific for HbA1c-defined hyperglycemia (specificity = 98.6%; sensitivity = 4.0%) than FPG-defined hyperglycemia (specificity = 90.1%; sensitivity = 19.4%).

conclusionsOne-quarter of US youth are eligible for screening for diabetes and prediabetes; however, few will test positive, especially for diabetes. Most cases of diabetes in US youth are diagnosed. Regardless of screening eligibility, we found that HbA1c is a specific and useful nonfasting test to identify high-risk youth who could benefit from lifestyle interventions to prevent diabetes and cardiovascular risk in adulthood.

Indexed as

AdolescentBlood GlucoseChildCross-Sectional StudiesDiabetes MellitusFastingGlycated HemoglobinHumansHyperglycemiaMass ScreeningMetabolic SyndromeNutrition SurveysPediatric ObesityPractice Guidelines as TopicPrediabetic StatePrevalenceBlood GlucoseGlycated Hemoglobin

Identifiers

PMID32778539
PMCPMC7461138
OpenAlexW3048124973

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

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.