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Association between waist-to-height ratio and elevated blood pressure in children: A cross-sectional study
*Corresponding author: Gummi Sai Visesh Reddy, Employees’ State Insurance Corporation Medical College and Postgraduate Institute of Medical Sciences and Research, Bengaluru, Karnataka, India. viseshrddy@gmail.com
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Received: ,
Accepted: ,
How to cite this article: Reddy GS, Prashanth PK, Navale RA, Pooja B. Association between waist-to-height ratio and elevated blood pressure in children: A cross-sectional study. Karnataka Paediatr J. doi: 10.25259/ KPJ_40_2026
Abstract
Objectives:
Paediatric hypertension is an emerging public health concern, with childhood elevated blood pressure (BP) known to track into adulthood. Obesity, particularly central obesity, plays a vital role in the development of adverse BP patterns in children. Waist-to-height ratio (WHtR) has outshone as a simple and age-independent marker of central obesity, potentially useful for identifying children at risk of elevated BP. The objective of the study is to estimate the occurrence of elevated BP and hypertension in children with high WHtR.
Material and Methods:
This is a cross-sectional study. Paediatrics inpatient ward of Employees’ State Insurance Corporation Medical College and Post Graduate Institute of Medical Science and Research Hospital, Rajajinagar, Bangalore, India. All children aged 6 years -17 years. All 186 eligible participants’ anthropometry was checked which included height, weight, body mass index and WHtR. Children with a WHtR of ≥0.5 were considered to have high WHtR. Systolic BP and/or diastolic BP of ≥90th and <95th centile for <13 years old and 120– 129/<80 mmHg for adolescents >13 years old was considered as elevated BP. All the anthropometric measures were then analysed by age, gender and height-specific Indian Academy of Paediatrics percentile charts.
Results:
A total of 186 children were studied, with a mean age of 11.5 ± 3.2 years (range 6–17 years). High WHtR (≥0.5) was observed in 30 children (16.1%), while 27 children (14.5%) were found to have elevated BP. Elevated BP was present in 30% (n = 9) of children with high WHtR compared to 11.5% (n = 18) among those with WHtR <0.5. Children with high WHtR had a higher risk of having elevated BP (relative risk = 2.6, 95% confidence interval 1.30–5.26); this association was statistically significant (χ2 = 6.91; p = 0.0085).
Conclusion:
High WHtR and elevated BP were observed in a notable proportion of children. WHtR may serve as a simple screening tool for identifying children at potential cardiometabolic risk, warranting further evaluation in larger longitudinal studies.
Keywords
Anthropometry
Blood pressure
Obesity
Waist-to-height ratio
INTRODUCTION
Hypertension in children is defined as blood pressure (BP) levels >95th centile for <13 years and >130/80 mmHg for >13-year-old children, whereas the definition of elevated BP is BP levels ≥90th centile to <95th centile for <13 years and >120–129/80 mmHg for above 13-year-old age group and the prevalence is around 4% and 9%, respectively, children with BP >90th centile exhibit a 2.4 fold greater risk for hypertension as adults and almost half of hypertensive adults had a BP >90th centile as children.[1] Early identification and management of raised BP are therefore essential.
BP in children is influenced by factors such as age, sex and body size.[2,3] In particular, adverse BP patterns are more commonly observed in obese children and among certain ethnic groups.[4] Obesity in children is associated with several metabolic and hormonal disturbances, including alterations in thyroid function. A mild elevation of serum thyrotropin, consistent with subclinical hypothyroidism, is commonly seen in children who are overweight or obese.[5,6]
Body mass index (BMI) which is the most commonly used clinical parameter to comment on obesity has its limitations as it does not include central obesity which is a very important determinant of cardiovascular disorders. Waist circumference (WC), an important tool used to study central obesity, limits its use as it fails to have a single cutoff due to its variation across age, gender and ethnicity.[7] Waist-to-height ratio (WHtR) has come into the picture as an alternative to central obesity which considers body size, allowing a single cutoff value across all ages and genders for both children and adults in various populations.[8,9]
MATERIAL AND METHODS
In the current cross-sectional study, children of age group 6–17 years admitted to the paediatric ward of Employees’ State Insurance Corporation Medical College and Post Graduate Institute of Medical Science and Research, Rajajinagar, Bangalore, India were included after taking consent from the parents. Children diagnosed with chronic kidney and endocrine diseases, sick children requiring paediatric intensive care, parents not willing to consent, children with acute weight loss, children with moderate and severe dehydration and children on corticosteroids and immunosuppressants were excluded from the study.
After taking the approval of the Institutional Ethics Committee of Employees’ State Insurance Corporation Medical College and Post Graduate Institute of Medical Science and Research, Rajajinagar, Bangalore, India, the study was conducted with a sample size of 185 derived using a study conducted by Mishra et al.[10] where the sample size was 1913, the prevalence of high WHtR was 14.1% (n= 270), using the formula –
Informed and written consent was obtained from the parents or legal guardians of all the participants before enrolment.
Height was measured using a portable stadiometer in the standing position at the end of deep inspiration. With both feet approximated and weight distributed evenly on both feet. The occiput, shoulder blades, buttocks and heels touch the flat surface of the stadiometer with arms hanging freely by the sides. The values were then approximated to the nearest 0.1 cm.
Weight was measured using a calibrated digital weighing scale in the standing position at the centre of the weighing scale with both feet approximated at an angle of 60° and the head in a neutral position with the tragus and eye in a straight line with the chin held horizontally; the findings were approximated to the nearest 0.1 kg.
WC was measured by a non-stretchable tape in the standing position, with the anatomical location being the midpoint between the lower border of the lowest rib and the upper border of the iliac crest in the horizontal plane with the tape being tight but not compressing the skin and parallel to the floor at the end of normal expiration. The values were approximated to the nearest 0.1 cm.[11]
BP was measured by a digital sphygmomanometer in the right arm in the sitting position with a size-appropriate cuff after 5 min of rest. Two measurements were taken, and the average of the two readings was noted. BP levels >95th centile for <13 years and >130/80 mmHg for >13-year-old children, whereas the definition of elevated BP is BP levels ≥90th centile to <95th centile for <13 years and >120–129/80 mmHg for the above 13-year-old age group.[1] Age and sex-specific anthropometric percentiles were obtained using the Indian Academy of Paediatrics growth chart application. BP percentiles were interpreted using percentile charts derived from the fourth report on the diagnosis, evaluation and treatment of high BP in children and adolescents.[2]
RESULTS
A total of 186 children participated in this study (100 were male - 53.8% and 86 were female - 46.2% with a mean age of 11.5 ± 3.7 with a range of 6–17. The prevalence of elevated BP was found to be 14.5%. 16.1% of the children were found to have WHtR of ≥0.5. Among children with high WHtR (≥0.5), 09 (30%) had elevated BP, compared to 21 (11.5%) among those with WHtR <0.5. The relative risk was found to be 2.6; 95% confidence interval 1.30–5.26; Chi-square 6.91; p = 0.0085 [Tables 1-3].
| Blood pressure | Frequency | Percentage |
|---|---|---|
| Elevated | 27 | 14.5 |
| Normal | 159 | 85.5 |
| Total | 186 | 100 |
| Blood pressure | Waist-to-height ratio | Total | p-value | |
|---|---|---|---|---|
| <0.5 | ≥0.5 | |||
| Elevated | 18 (66.7) | 09 (33.3) | 27 (100) | 0.0085 |
| Normal | 138 (86.8) | 21 (13.2) | 159 (100) | |
| Total | 156 (83.9) | 30 (16.1) | 186 (100) | |
Statistical significance threshold p < 0.05, values in the brackets indicate row percentages (%)
| WHtR | Frequency | Percentage | Mean | Range |
|---|---|---|---|---|
| <0.5 | 156 | 83.9 | 0.47±0.06 | 0.40–0.67 |
| >0.5 | 30 | 16.1 | ||
| Total | 186 | 100 |
WHtR: Waist-to-height ratio, values in the mean column are presented as mean ± standard deviation (SD).
DISCUSSION
The prevalence of elevated BP was found to be 14.5% which is higher than the global prevalence of 9%[1] and is comparable with studies conducted by Mishra et al.,[10] Chen et al.,[12] Tee et al.[13] and Hu et al.,[14] i.e. 10.7%, 8.8%, 19.1% and 10.7%, respectively. The relatively higher prevalence observed in our study may reflect increasing trends in childhood adiposity and lifestyle-related risk factors in urban Indian populations.
In the present study, a high WHtR was observed in 16.1% (n = 30) of participants. This finding is comparable to those reported by Mishra et al. [10] (14.1%), Chen et al.[12] (31.2%) and Tee et al. [13] (18.5%), implying that central obesity is the culprit for elevated BP. In contrast, Jha et al.[15] reported a lower prevalence of high WHtR (5%, n = 30), which is considerably low because of the large sample size and study done in semi-urban region where the prevalence of undernutrition (28.03%) is more than overweight/obesity [Table 4]. Figure 1 compares the prevalence of elevated blood pressure and high waist-to-height ratio across different studies.[16]
| S. No. | Author | Sample size | Elevated BP (%) | High WHtR | p-value | Risk ratio |
|---|---|---|---|---|---|---|
| 1 | Present study | 186 | 14.5 (n=27) | 16.1 (n=30) | 0.0085 | - |
| 2 | Mishra et al.[10] | 1913 | 10.7 (n=205) | 14.1 (n=270) | <0.025 | 2.48 |
| 3 | Chen et al.[12] | 2334 | 8.8 (n=205) | 31.2 (n=728) | <0.0001 | 3.1 |
| 4 | Tee et al.[13] | 513 | 19.1 (n=98) | 18.5 (n=95) | - | - |
| 5 | Hu et al.[14] | 1045 | 10.7 (n=112) | 10.1 (n=106) | 0.004 | 2.28 |
| 6 | Jha et al.[15] | 640 | 7 (n=45) | 5 (n=32) | - | - |
BP: Blood pressure, WHtR: Waist-to-height ratio, Statistical significance threshold: p < 0.05

There is evidence that impaired microvascular functioning caused by elevated obesity and central obesity indicators leads to hypertension.[17,18] There is additional evidence that increased secretions of adipokines and cytokines in obese individuals alter the normal physiological processes leading to elevated BP.[17] BMI, WC and WHtR are a few obesity indicators that can be used as an alternative for high BP screening as they require only simple anthropometric measurements, which are a part of routine school physical examination. WHtR can be easily assessed by well-trained staff with minimal educational qualifications.[19]
The observed trend towards higher BP among children with central adiposity supports existing evidence that the WHtR may serve as a useful screening marker for cardiometabolic risk in the paediatric population.
Limitations
There are certain limitations in this study. The relatively smaller sample size may limit the generalisability of the findings. As this study was conducted in a hospital-based setting, the participants may not accurately represent the general paediatric population, thereby posing the possibility of selection bias. In addition, this study being carried out in a single tertiary care centre may reduce the validity across different geographic and socioeconomic populations.
CONCLUSION
Common clinical parameters such as BMI and WC do not have a single cut-off that can be used in all children. However, WHtR being only a screening tool, all children found to have a WHtR ≥0.5 must be referred to a physician for the diagnosis of hypertension.
Ethical approval:
The research/study was approved by the Institutional Review Board at ESIC MC & PGIMSR, Rajajinagar, Bengaluru, approval number 532/L/11/12/Ethics/ESICMC&PGIMSR/Estt. Vol.IV/195-B/2024, dated 30 November 2024.
Declaration of patient consent:
The authors certify that they have obtained all appropriate patient consent forms. In the form, the patient has given consent for clinical information to be reported in the journal. The patient understands that the patient’s names and initials will not be published and due efforts will be made to conceal their identity, but anonymity cannot be guaranteed.
Conflicts of interest:
There are no conflicts of interest
Use of artificial intelligence (AI)-assisted technology for manuscript preparation:
The authors confirm that there was no use of artificial intelligence (AI)-assisted technology for assisting in the writing or editing of the manuscript and no images were manipulated using AI.
Financial support and sponsorship: Nil.
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