Assessing Glycosylated Hemoglobin Thresholds for Development of Cardiovascular Disease by Racial and Ethnic Groups
Christopher G Low1, Maqdooda Merchant2, Yun-Yi Hung2
1Kaiser Permanente Medical Center Santa Clara CA.
Insights
Glycosylated hemoglobin (HbA1c) thresholds for predicting cardiovascular events vary significantly by race and ethnicity. Tailoring HbA1c goals based on these differences is crucial for effective diabetes and cardiovascular disease management.
Area of Science:
- Cardiology
- Endocrinology
- Population Health
Background:
- Diabetes mellitus is a primary risk factor for cardiovascular disease (CVD).
- Glycosylated hemoglobin (HbA1c) levels exhibit racial and ethnic variations.
- Current diagnostic thresholds for diabetes lack race- and ethnic-specific considerations for CVD risk prediction.
Purpose of the Study:
- To investigate whether glycosylated hemoglobin (HbA1c) thresholds for predicting major adverse cardiovascular events (MACEs) differ across racial and ethnic groups.
- To establish race- and ethnic-specific HbA1c thresholds for CVD risk assessment.
Main Methods:
- Retrospective cohort study of 309,636 adult members of Kaiser Permanente Northern California (2014-2019).
- Utilized multivariable logistic regression to analyze MACEs across Filipino, South Asian, East Asian, Black, White, and Hispanic groups.
- Employed Youden index for calculating HbA1c thresholds, stratified by sex.
Main Results:
- South Asian race showed the highest odds of MACEs (OR 1.641).
- HbA1c positively predicted MACEs (OR 1.024 per 0.1% increase).
- Identified race- and sex-specific HbA1c thresholds for MACE prediction, with several groups falling below the typical 7.0% threshold.
Conclusions:
- Findings indicate that race and ethnicity-specific HbA1c thresholds are essential for accurate cardiovascular disease risk estimation.
- Consideration of sex-specific HbA1c thresholds may be necessary for refining diabetes treatment goals and CVD risk management strategies.
Background:
Diabetes is the strongest risk factor for cardiovascular disease, and although glycosylated hemoglobin (HbA1c) levels are known to vary by race, no racial and ethnic-specific diagnostic thresholds exist for diabetes in prediction of cardiovascular disease events. The purpose of this study is to determine whether HbA1c thresholds for predicting major adverse cardiovascular events (MACEs) differ among racial and ethnic groups.
Methods And Results:
This is a retrospective cohort study of Kaiser Permanente Northern California adult members (n=309 636) with no history of cardiovascular disease who had HbA1c values and race and ethnicity data available between 2014 and 2019. Multivariable logistic regression was used to evaluate the odds of MACEs by the following racial and ethnic groups: Filipino, South Asian, East Asian, Black, White, and Hispanic. A Youden index was used to calculate HbA1c thresholds for MACE prediction by each racial and ethnic group, stratified by sex. Among studied racial and ethnic groups, South Asian race was associated with the greatest odds of MACEs (1.641 [95% CI, 1.456-1.843]; P<0.0001). HbA1c was a positive predictor for MACEs, with an odds ratio of 1.024 (95% CI, 1.022-1.025) for each 0.1% increment increase in HbA1c. HbA1c values varied between 6.0% and 7.6% in MACE prediction by race and ethnicity and sex. White individuals, South Asian individuals, East Asian women, and Black men had HbA1c thresholds for MACE prediction in the prediabetic range, between 6.0% and 6.2%. Black women, Hispanic men, and East Asian men had HbA1c thresholds of 6.2% to 6.6%, less than the typical threshold of 7.0% that is used as a treatment goal.
Conclusions:
Findings suggest that the use of race and ethnic- and sex-specific HbA1c thresholds may need to be considered in treatment goals and cardiovascular disease risk estimation.
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