Evidence map›Paper›PMID 25928306›Full record

ArticlePloS one2015

Receipt of Glucose Testing and Performance of Two US Diabetes Screening Guidelines, 2007-2012.

Kai McKeever Bullard, Mohammed K Ali, Giuseppina Imperatore, Linda S Geiss, Sharon H Saydah, Jeanine B Albu, Catherine C Cowie, Nancy Sohler, Ann Albright, Edward W Gregg

Registry-linked trialAbstract read
In one paragraph

Article in PloS one, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03224533 (Association Between Walnut Consumption and Diabetes Risk in NHANES May be Gender Sex Specific), which is not on this map. Cited by 30 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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.

NCT03224533 completednot on this map

Association Between Walnut Consumption and Diabetes Risk in NHANES May be Gender Sex Specific

TypeobservationalSponsorUniversity of California, Los AngelesRan2015 to 2017Enrolled34,121ConditionsDiabetes MellitusArmsDiabetes Outcome
3 · Its place in the literature

Who cites it

30 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Racial and ethnic disparities in diabetes-related healthcare service use.Frontiers in clinical diabetes and healthcare · 2026
    Article
  3. Article
  4. Article
  5. Observational
  6. Article
  7. Article
  8. Article
  9. Article
  10. Screening for Diabetes and Prediabetes.Endocrinology and metabolism clinics of North America · 2021
    Review
  11. Article
  12. Article
  13. Article
  14. The Oral Glucose Tolerance Test: 100 Years Later.Diabetes, metabolic syndrome and obesity : targets and therapy · 2020
    Review
  15. Article
  16. Observational
  17. Article
  18. Association between walnut consumption and diabetes risk in NHANES.Diabetes/metabolism research and reviews · 2018
    Article
  19. Review
  20. 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

10 authors.

Kai McKeever BullardDivision of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America.
Mohammed K AliDivision of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America.
Giuseppina ImperatoreDivision of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America.
Linda S GeissDivision of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America.
Sharon H SaydahDivision of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America.
Jeanine B AlbuSt. Luke's-Roosevelt Hospital Center, Department of Medicine, Columbia University, New York, New York, United States of America.
Catherine C CowieNational Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland, United States of America.
Nancy SohlerSophie Davis School of Biomedical Education of The City College of New York, New York, New York, United States of America.
Ann AlbrightDivision of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America.
Edward W GreggDivision of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America.

Funding

Stable Isotope and Metabolomics CoreP60DK020541 · NIDDK · YESHIVA UNIVERSITY · PI PESSIN, JEFFREY E. · 1986 to 2014
$29.8M
Translational Research CoreP30DK020541 · NIDDK · ALBERT EINSTEIN COLLEGE OF MEDICINE, INC · PI STREAMSON C CHUA · 2015 to 2026
$27.7M
NIDDK NIH HHS P30 DK020541NIDDK NIH HHS P60 DK020541
6 · The paper itself

Abstract

backgroundScreening guidelines are used to help identify prediabetes and diabetes before implementing evidence-based prevention and treatment interventions. We examined screening practices benchmarking against two US guidelines, and the capacity of each guideline to identify dysglycemia.

methodsUsing 2007-2012 National Health and Nutrition Examination Surveys, we analyzed nationally-representative, cross-sectional data from 5,813 fasting non-pregnant adults aged ≥20 years without self-reported diabetes. We examined proportions of adults eligible for diagnostic glucose testing and those who self-reported receiving testing in the past three years, as recommended by the American Diabetes Association (ADA) and the US Preventive Services Task Force (USPSTF-2008) guidelines. For each screening guideline, we also assessed sensitivity, specificity, and positive (PPV) and negative predictive values in identifying dysglycemia (defined as fasting plasma glucose ≥100 mg/dl or hemoglobin A1c ≥5.7%).

resultsIn 2007-2012, 73.0% and 23.7% of US adults without diagnosed diabetes met ADA and USPSTF-2008 criteria for screening, respectively; and 91.5% had at least one major risk factor for diabetes. Of those ADA- or USPSTF-eligible adults, about 51% reported being tested within the past three years. Eligible individuals not tested were more likely to be lower educated, poorer, uninsured, or have no usual place of care compared to tested eligible adults. Among adults with ≥1 major risk factor, 45.7% reported being tested, and dysglycemia yields (i.e., PPV) ranged from 45.8% (high-risk ethnicity) to 72.6% (self-reported prediabetes). ADA criteria and having any risk factor were more sensitive than the USPSTF-2008 guideline (88.8-97.7% vs. 31.0%) but less specific (13.5-39.7% vs. 82.1%) in recommending glucose testing, resulting in lower PPVs (47.7-54.4% vs. 58.4%).

conclusionDiverging recommendations and variable performance of different guidelines may be impeding national diabetes prevention and treatment efforts. Efforts to align screening recommendations may result in earlier identification of adults at high risk for prediabetes and diabetes.

Indexed as

AdultBlood GlucoseCross-Sectional StudiesFastingFemaleGlycated HemoglobinHumansMaleMass ScreeningMiddle AgedPrediabetic StateBlood GlucoseGlycated Hemoglobin

Identifiers

PMID25928306
PMCPMC4416019

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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.