Potential misclassification of diabetes and prediabetes in the U.S.: Mismatched HbA1c and glucose in NHANES 2005-2016

Diabetes Res Clin Pract. 2022 Jul:189:109935. doi: 10.1016/j.diabres.2022.109935. Epub 2022 Jun 1.

Abstract

Aims: To assess the prevalence and clinical implications of "mismatches" between HbA1c and glucose levels in the United States across the life course.

Methods: Participants ages 12-79 years from U.S. National Health and Nutrition Examination Survey (NHANES) 2005-2016 without known diagnosis of diabetes and who had a 75 g oral glucose tolerance test were included. Previously undiagnosed diabetes (DM), prediabetes, and normal glucose metabolism (NGM) were defined using American Diabetes Association cut-points. Mismatches were defined by the hemoglobin glycation index (HGI).

Results: In 10,361 participants, 5% and 41% had diabetes and prediabetes, respectively, by fasting or 2-hour glucose criteria. By HbA1c criteria, the high HGI tertile consisted of mostly abnormal classification (3% DM, 52% prediabetes) and the low HGI tertile contained mostly normal classification (78% NGM). Across all ages, 15% (weighted: 30 million individuals) had clinically significant mismatches of HGI magnitude ≥+0.5% (i.e., high mismatch) or ≤-0.5% (low mismatch). Mismatch was most common in older adults and non-Hispanic Black participants.

Conclusions: Mismatches of clinically significant magnitude could lead to HbA1c-related misdiagnosis or inappropriate management in up to 30 million Americans. Older adults, non-Hispanic Black individuals, and others with high mismatches may benefit from complementing HbA1c with additional diagnostic and management strategies.

Keywords: Diagnosis; HbA1c; United States.

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Blood Glucose / metabolism
  • Child
  • Diabetes Mellitus* / diagnosis
  • Diabetes Mellitus* / epidemiology
  • Glucose
  • Glycated Hemoglobin / analysis
  • Humans
  • Middle Aged
  • Nutrition Surveys
  • Prediabetic State* / diagnosis
  • Prediabetic State* / epidemiology
  • Prevalence
  • United States / epidemiology
  • Young Adult

Substances

  • Blood Glucose
  • Glycated Hemoglobin A
  • Glucose