ArticleBMC obesity2019
Performance of neck circumference to predict obesity and metabolic syndrome among adult Saudis: a cross-sectional study.
Article in BMC obesity, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed, 36 citations in OpenAlex.
- Comparative Performance of Body Mass Index and Simple Anthropometric Indices for Identifying Body Fat Percentage-Defined Obesity.Healthcare (Basel, Switzerland) · 2026Article
- Association of Neck Circumference With Cardiometabolic Risk Factors and Diseases in the German National Cohort.Journal of the Endocrine Society · 2025Article
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- Gender-specific associations among neck circumference, the rs9939609 FTO gene polymorphism, and the 14-year risk of metabolic syndrome in the Korean adult population.Epidemiology and health · 2024Article
- Effects of underweight, overweight, and obesity on the body growth of preschoolers.Frontiers in public health · 2024Article
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- A Review of Anthropometric Measurements for Saudi Adults and Elderly, Directions for Future Work and Recommendations to Establish Saudi Guidelines in Line with the Saudi 2030 Vision.Healthcare (Basel, Switzerland) · 2023Review
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- Ultrasonography-based diagnosis of hemorrhage syndrome in adipose tissues in the crest of the neck of heavy horse breeds.The Journal of veterinary medical science · 2023Article
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- Correlation analysis of anthropometric indices and type 2 diabetes mellitus in residents aged 60 years and older.Frontiers in public health · 2023Article
- BODY COMPOSITION ASSESSED BY DUAL-ENERGY X-RAY ABSORPTIOMETRY ON METABOLIC PROFILE AND CARDIOVASCULAR RISK IN OBESE PATIENTS PRIOR TO BARIATRIC SURGERY.Arquivos brasileiros de cirurgia digestiva : ABCD = Brazilian archives of digestive surgery · 2023Article
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- Body impedance analyzer and anthropometric indicators; predictors of metabolic syndrome.Journal of diabetes and metabolic disorders · 2021Article
- Frequency distribution and association of Fat-mass and obesity (FTO) gene SNP rs-9939609 variant with Diabetes Mellitus Type-II population of Hyderabad, Sindh, Pakistan.Saudi journal of biological sciences · 2021Article
- Neck adipose tissue accumulation is associated with higher overall and central adiposity, a higher cardiometabolic risk, and a pro-inflammatory profile in young adults.International journal of obesity (2005) · 2021Article
- Neck Circumference Cut-Off for Obesity and Metabolic Syndrome in Nigeria.Ethnicity & disease · 2021Article
- Metabolic Syndrome Prediction Models Using Machine Learning and Sasang Constitution Type.Evidence-based complementary and alternative medicine : eCAM · 2021Article
- Association of neck circumference and hypertension among adults in a rural community Thailand: A cross-sectional study.PloS one · 2021Article
- Obesity Indices to Use for Identifying Metabolic Syndrome among Rural Adults in South Africa.International journal of environmental research and public health · 2020Article
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Authors and funding
4 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundNeck circumference (NC) is a novel simple and stable body measurement, a growing body of evidence indicates its validity to diagnose obesity and metabolic syndrome (MetS). Because the cutoff value of NC is gender and ethnic-specific; we conducted the current study to explore the performance of NC to predict general obesity, central obesity, and MetS among adult Saudis of both genders.
methodsThis is a cross-sectional study which included 3063 adult Saudis (1156 males and 1907 females) with a mean age of 38.6 ± 14.1 years. Anthropometric measurements and blood pressure were assessed by a standardized methodology. Blood tests including fasting lipid panel, blood glucose, fasting blood glucose and hemoglobin A1c (HBA1c) were measured for all participants. We identified the MetS based on Adult Treatment Panel III (ATPIII definition). Data were analyzed using SPSS®19 (PASW statistics data document 19); NC was compared to relevant anthropometric measures to predict obesity and MetS using Receiver Operator Characteristic (ROC) analyses. The cutoff value of NC which possessed good discriminating power between obese and non-obese patients was estimated by Youden index, and we estimated the adjusted Odds Ratio (OR) to delineate the association between NC and the outcome variables by multiple logistic regression analysis.
resultsROC analyses demonstrated good performance of NC for general obesity, central obesity and MetS; as a predictor of obesity in non-diabetics, Area Under the Curve (AUC) ranged from 0.77-0.86. In MetS, AUC was 0.77 and 0.82 for males and females respectively. The best cutoff values of the NC to predict obesity were ≥ 37.5 cm for males versus ≥32.5 cm for females. The results of adjusted logistic regression analysis adjusted for age and waist height ratio, revealed a consistent positive association between NC, general obesity, MetS, and central obesity: ORs were 4.26, 3.03, 1.45 for males versus 4.65, 3.66, and1.47 for females respectively.
conclusionNC stands out as an independent predictor of obesity and the MetS. Its stability, easiness of application, low cost and the cultural acceptance, justify its use as a screening tool for general and central obesity as well as MetS among Saudis under community settings, and as an additional routine measurement for health professionals.
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