Population-Specific HOMA-IR Reference Ranges in Iraq: Defining Insulin Sensitivity in a Middle Eastern Cohort

The homeostatic model assessment for insulin resistance (HOMA-IR) is one of the most commonly applied surrogate markers for the measurement of insulin resistance; however, the use of this metric does require sex-specific, age-specific, and body mass index (BMI)-specific reference ranges due to variations among populations and there is a lack of data in countries like Iraq on such reference ranges. The purpose of this investigation was to develop sex-, age-, and BMI-specific reference ranges for HOMA-IR in apparently healthy Iraqi adults aged 18 to 60 years. There were 2,160 participants enrolled in the study who were equally divided into sex-specific groups and age groups (18-30, 31-45, and 46-60 years) and BMI categories (normal weight, overweight, and obesity). In addition to measuring fasting glucose and insulin levels, the HOMA-IR was calculated. Reference ranges, which included the 2.5th and 97.5th percentiles of HOMA-IR, were developed using non-parametric statistical methods based on CLSI EP28-A3c guidelines. The results demonstrated that HOMA-IR values increased as both age and BMI increased (p < 0.001). Also, males consistently had higher HOMA-IR values compared to females within similar subgroups. All between-group comparisons were statistically significant. It is important to use sex-, age-, and BMI-specific reference intervals when interpreting HOMA-IR to avoid misclassifying subjects in clinical and epidemiologic studies. This investigation represents the first large-scale study to identify such reference intervals in Iraq and adds relevant regional data to the global research on the prevalence of insulin resistance.

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Journal
Annals of Clinical Biochemistry International Journal of Laboratory Medicine
Published
2026-06-24
DOI
https://doi.org/10.1177/00045632261466856
Primary Topic
Diabetes, Cardiovascular Risks, and Lipoproteins
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article
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article

Population-Specific HOMA-IR Reference Ranges in Iraq: Defining Insulin Sensitivity in a Middle Eastern Cohort

Mustafa Kahtan Al-Bayaty, Mohammed Shamil, Ragheed Hussam Yousif
Annals of Clinical Biochemistry International Journal of Laboratory Medicine
Diabetes, Cardiovascular Risks, and Lipoproteins
article

Population-Specific HOMA-IR Reference Ranges in Iraq: Defining Insulin Sensitivity in a Middle Eastern Cohort

Mustafa Kahtan Al-Bayaty, Mohammed Shamil, Ragheed Hussam Yousif
article en

Abstract

The homeostatic model assessment for insulin resistance (HOMA-IR) is one of the most commonly applied surrogate markers for the measurement of insulin resistance; however, the use of this metric does require sex-specific, age-specific, and body mass index (BMI)-specific reference ranges due to variations among populations and there is a lack of data in countries like Iraq on such reference ranges. The purpose of this investigation was to develop sex-, age-, and BMI-specific reference ranges for HOMA-IR in apparently healthy Iraqi adults aged 18 to 60 years. There were 2,160 participants enrolled in the study who were equally divided into sex-specific groups and age groups (18-30, 31-45, and 46-60 years) and BMI categories (normal weight, overweight, and obesity). In addition to measuring fasting glucose and insulin levels, the HOMA-IR was calculated. Reference ranges, which included the 2.5th and 97.5th percentiles of HOMA-IR, were developed using non-parametric statistical methods based on CLSI EP28-A3c guidelines. The results demonstrated that HOMA-IR values increased as both age and BMI increased (p < 0.001). Also, males consistently had higher HOMA-IR values compared to females within similar subgroups. All between-group comparisons were statistically significant. It is important to use sex-, age-, and BMI-specific reference intervals when interpreting HOMA-IR to avoid misclassifying subjects in clinical and epidemiologic studies. This investigation represents the first large-scale study to identify such reference intervals in Iraq and adds relevant regional data to the global research on the prevalence of insulin resistance.

Annals of Clinical Biochemistry International Journal of Laboratory Medicine
University of Technology - Iraq (IQ), University of Technology (RU), Nahrain University (IQ)
Good health and well-being
Openalex Percentile: Top 8%
Diabetes, Cardiovascular Risks, and Lipoproteins
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Population-Specific HOMA-IR Reference Ranges in Iraq: Defining Insulin Sensitivity in a Middle Eastern Cohort — Mustafa Kahtan Al-Bayaty, Mohammed Shamil, et al. · Annals of Clinical Biochemistry International Journal of Laboratory Medicine (2026) | TGRS Research Map | TGRS