Exploration and Validation of the Performance of Hemoglobin A1c in Detecting Diabetes in Community-Dwellers With Hypertension

Ann Lab Med. 2020 Nov;40(6):457-465. doi: 10.3343/alm.2020.40.6.457. Epub 2020 Jun 17.

Abstract

Background: Diabetes can complicate hypertension management by increasing the risk of cardiovascular disease (CVD) and all-cause mortality. Studies targeting diabetes detection in hypertensive individuals demonstrating an increased risk of diabetes are lacking. We aimed to assess the performance of hemoglobin A1c (HbA1c) and its cut-off point in detecting diabetes in the abovementioned population.

Methods: Data from 4,096 community-dwellers with hypertension but without known diabetes were obtained from the Study on Evaluation of iNnovated Screening tools and determInation of optimal diagnostic cut-off points for type 2 diaBetes in Chinese muLti-Ethnic (SENSIBLE) study; these data were randomly split into exploration (70% of the sample) and internal validation (the remaining 30%) datasets. The optimal HbA1c cut-off point was derived from the exploration dataset and externally validated using another dataset from 2,431 hypertensive individuals. The oral glucose tolerance test was considered the gold-standard for confirming diabetes.

Results: The areas under the ROC curves for HbA1c to detect diabetes were 0.842, 0.832, and 0.829 for the exploration, internal validation, and external validation datasets, respectively. An optimal HbA1c cut-off point of 5.8% (40 mmol/mol) yielded a sensitivity of 76.2% and a specificity of 74.5%. Individuals who were not diagnosed as having diabetes by HbA1c at 5.8% (40 mmol/mol) had a lower 10-year CVD risk score than those diagnosed as having diabetes (P=0.01). HbA1c≤5.1% (32 mmol/mol) and ≥6.4% (46 mmol/mol) could indicate the absence and presence of diabetes, respectively.

Conclusions: HbA1c could detect diabetes effectively in community-dwellers with hypertension.

Keywords: Cardiovascular disease; Community-dwellers; Cut-off; Detection; Diabetes; Hemoglobin A1c; Hypertension.

MeSH terms

  • Age Factors
  • Area Under Curve
  • Cardiovascular Diseases / etiology
  • Diabetes Mellitus, Type 2 / complications
  • Diabetes Mellitus, Type 2 / diagnosis*
  • Exercise
  • Female
  • Glycated Hemoglobin / analysis*
  • Humans
  • Hypertension / complications
  • Hypertension / pathology*
  • Male
  • Middle Aged
  • ROC Curve
  • Risk Factors
  • Sensitivity and Specificity

Substances

  • Glycated Hemoglobin A