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Original Article
ARTICLE IN PRESS
doi:
10.25259/KPJ_25_2026

A study of proteinuria and urine protein-creatinine ratio as a tool in predicting disease severity and adverse outcome in paediatric dengue fever

Department of Paediatrics, Mahadevappa Rampure Medical College, Kalaburagi, Karnataka India.
Department of Otorhinolaryngology, Mahadevappa Rampure Medical College, Kalaburagi, Karnataka, India.
Department of Paediatrics and Neonatology, Pampearl Women and Children Hospital, Siliguri, West Bengal, India.

*Corresponding author: Rohini Patil, Department of Paediatrics, Mahadevappa Rampure Medical College, Kalaburagi, Karnataka, India. prohinipatil796@gmail.com

Licence
This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-Share Alike 4.0 License, which allows others to remix, transform, and build upon the work non-commercially, as long as the author is credited and the new creations are licensed under the identical terms.

How to cite this article: Mohammadi A, Kobal MR, Shruti MS, Patil R, Deshmukh S, Zoheb MF. A study of proteinuria and urine protein-creatinine ratio as a tool in predicting disease severity and adverse outcome in paediatric dengue fever. Karnataka Paediatr J. doi: 10.25259/KPJ_25_2026

Abstract

Objectives:

Dengue fever presents with a wide spectrum of clinical manifestations, which range from mild febrile illness to severe forms such as dengue haemorrhagic fever and dengue shock syndrome. Early identification of patients who are more likely to develop severe disease is essential for timely intervention and appropriate management. Significant proteinuria has been observed in severe dengue, and this may serve as a useful marker during the early phase of illness. Therefore, the present study aims to evaluate proteinuria and urine protein-creatinine ratio (UPCR) as indicators for predicting the severity of dengue and adverse outcomes in paediatric dengue patients.

Material and Methods:

Approval from the institutional ethics committee was obtained. Informed consent from the parents of participating subjects was obtained. We conducted a prospective observational study among 90 paediatric patients with positive dengue serology in the inpatient department of a tertiary care centre. On the basis of clinical suspicion of dengue, dengue serology (non-structural protein 1 antigen and immunoglobulin M antibody) and complete blood count were performed. Proteinuria and UPCR were measured daily for 5 days, along with patient vitals. Peak UPCR values were compared with dengue patients without warning signs, with warning signs and severe dengue.

Results:

A total of 90 children aged between 1 month and 18 years with serologically confirmed dengue were included in the study. The mean age was 7.9 ± 4.5 years, and no significant relationship was found between age and disease severity (p = 0.698). Males accounted for 55.6% of the cases, and gender was not significantly associated with severity (p = 0.479). Based on World Health Organization classification, 47.78% of cases were categorised as Category A, 24.44% as Category B and 27.78% as Category C. Proteinuria was absent in 38.89% of children and was more commonly observed in Category A, whereas higher grades (2+ and 3+) were predominantly seen in Category C, showing a significant positive correlation with disease severity (r = 0.35, p = 0.001). The mean peak UPCR was recorded on day 4.04 ± 1.34 of illness. Elevated UPCR levels (>3) were significantly associated with warning signs, hypotension, bleeding manifestations, need for inotropic support, paediatric intensive care unit admission and mortality (p < 0.001). Overall, increasing UPCR levels were strongly linked to severe dengue and poorer clinical outcomes.

Conclusion:

Proteinuria and elevated UPCR are significantly associated with severe dengue and adverse clinical outcomes in children. Higher values of peak UPCR and proteinuria were seen in patients in the severe category and those with poorer outcomes. Assessment of urinary protein, especially the UPCR, serves as a valuable marker for determining disease severity in children with dengue. Both proteinuria and UPCR are simple and noninvasive parameters and may aid in early risk stratification; however, further large-scale studies are required to validate their predictive utility.

Keywords

Dengue fever
proteinuria
Paediatric patients
Severe dengue
Urine protein-creatinine ratio

INTRODUCTION

Dengue fever (DF) is a benign syndrome caused by several arthropod-borne viruses and is characterised by biphasic fever, myalgia or arthralgia, rash, leucopenia and lymphadenopathy.[1] Most dengue infections remain asymptomatic or present as a mild febrile illness; however, the virus can also lead to severe, life-threatening complications. Dengue illness can be divided into three phases: Febrile phase followed by critical phase and the recovery phase. During the critical phase, the condition of patients can worsen or improve rapidly, requiring careful monitoring by caregivers. The incubation period of dengue virus infection is 3–14 days with a variety of clinical manifestations including asymptomatic infection, undifferentiated fever, DF, dengue haemorrhagic fever and life-threatening dengue shock syndrome (DSS).[2] Mortality in dengue is due to abnormal capillary permeability, abnormalities of haemostasis and in severe cases, DSS. Therefore, improvements in early diagnosis and risk prediction for severe disease are urgently needed. This would enable appropriate and early intervention. The risk factors for the development of severe disease are poorly characterised, and consequently, uncomplicated cases are frequently hospitalised for observation during the critical phase for capillary leakage syndrome, thereby increasing the financial cost to the patients.[3] Significant proteinuria occurs in DSS, and it is possible that proteinuria in the early phase may be helpful for the identification of patients who are likely to develop severe complications in dengue.[4] Very few literatures of this study are available in North Karnataka. Hence, the present study was undertaken to establish proteinuria and urine protein-creatinine ratio (UPCR) as an indicator to predict disease severity and adverse outcome as well as enable management in paediatric patients with DF.

MATERIAL AND METHODS

Source of data

The present study was conducted in inpatients of the Paediatric Department in Basaveshwar Teaching and General Hospital (BTGH) and Sangameshwar Teaching and General Hospital (STGH) attached to Mahadevappa Rampure Medical College, Kalaburagi, Karnataka, India.

Methods of data collection

Study design

Prospective observational study.

Study setting

Department of Pediatrics-BTGH and STGH affiliated with Mahadevappa Rampure Medical College, Kalaburagi, Karnataka, India.

Study cases

90 cases.

Sample size

Sample size was determined using the standard deviation of UPCR from the study conducted by Venkataramanan et al.[5]

The formula used was

N=Z1α2×α2E2

  1. Level of significance = 5%, Z (1−α/2) =1.96

  2. Standard deviation (SD) of UPCR (σ) =0.285

  3. Marginal error (E) =6% N = (1.96)2 ×(0.285)2/(0.06)2 = 86

The estimated sample size is approximately 90.

Sampling method

Purposive sampling.

Study duration

18 months (1 June 2024 to 30 November 2025)

Eligibility criteria

All serologically confirmed cases of dengue in children aged 1 month to 18 years of age were admitted to the hospital.

Exclusion criteria

Children with proteinuria due to other causes like nephrotic syndrome and pre-existing renal disease.

Methodology

Patients with dengue were classified according to the World Health Organization (WHO) dengue guidelines into DF without warning signs, which was Category A; DF with warning signs included Category B and severe dengue was classified as Category C,[6.7] [Figure 1]. Dengue diagnosis was confirmed using non-structural protein 1 antigen or immunoglobulin M antibody assays.[8] Proteinuria was assessed using a urine dipstick.[9] UPCR estimation was performed using the standard biochemical methods, including the pyrogallol red method for the estimation of urine protein and the modified Jaffe method for creatinine estimation.[10] Patient vitals were recorded from day 1 of admission up to 5 days. Peak value of UPCR and degree of proteinuria in patients with dengue belonging to the various categories were compared with their clinical and laboratory parameters. Peak UPCR values were categorised for severity into <0.5, 0.5–1, 1–3 and >3.[5]

World Health Organization classification of dengue fever.
Figure 1: World Health Organization classification of dengue fever.

Data analysis

Statistical analysis was performed using IBM Statistical Package for the Social Sciences software version 25.0. Data collected were organised in an Excel spreadsheet to create a master chart, from which tables and graphs were generated. Data were analysed in terms of percentages and mean score. The association between categorical variables was found using the Chi-square test, and correlation between the categorical variables was found using the Spearman correlation and quantified by logistic regression analysis; a p < 0.05 was considered statistically significant.

RESULTS

The data were collected from 90 serologically confirmed dengue cases aged 1 month to 18 years. The mean age was 7.9 ± 4.5 years, with no significant association between age and severity (p = 0.698). Males constituted 55.6% of cases, and gender had no correlation with severity (p = 0.479).

Based on the WHO classification, 47.78% belonged to Category A, 24.44% to Category B and 27.78% to Category C [Figure 2].

Category-wise distribution of dengue cases.
Figure 2: Category-wise distribution of dengue cases.

Proteinuria was absent in 38.89% of children and was predominantly seen in Category A. Higher grades (2+ and 3+) were largely confined to Category C and showed a significant positive correlation with disease severity (r = 0.35, p = 0.001) [Table 1]. The mean peak UPCR occurred on day 4.04 ± 1.34 of illness, which is the critical phase of DF.

Table 1: The percentage of patients in each category with relation to proteinuria.
Proteinuria Category Total
Category A Category B Category C
n % n % n % n %
Absent 24 26.67 9 10 2 2.22 35 38.89
Traces 10 11.11 5 5.56 4 4.44 19 21.11
1+ 9 10 7 7.78 3 3.33 19 21.11
2+ 0 0 1 1.11 11 12.22 12 13.33
3+ 0 0 0 0 5 5.56 5 5.56
Total 43 47.78 22 24.44 25 27.78 90 100
p-value 0.001
r 0.35

p<0.05 was considered statistically significant.

Elevated UPCR (>3) was mainly observed in Category C, and the association between peak UPCR and severity was highly significant (p < 0.001) [Figure 3].

Comparison of peak urine protein-creatinine ratio (UPCR) values with the category.
Figure 3: Comparison of peak urine protein-creatinine ratio (UPCR) values with the category.

Higher peak UPCR was significantly associated with warning signs (χ2 = 29.8, p < 0.001), hypotension (χ2 = 32.86, p < 0.001), bleeding (χ2 = 18, p < 0.001) [Figure 4], inotropic requirement (χ2 = 33.56, p < 0.001) and paediatric intensive care unit admission (p < 0.001). All children requiring inotropes had UPCR >3.

Box plot representing the correlation of peak urine protein-creatinine ratio (UPCR) with bleeding manifestations.
Figure 4: Box plot representing the correlation of peak urine protein-creatinine ratio (UPCR) with bleeding manifestations.

Mortality (4.44%) occurred only in children with ≥2+ proteinuria and UPCR ≥1, with the highest deaths in the >3 UPCR group (3.33%). Logistic regression confirmed peak UPCR as a significant predictor of mortality (Chi-square = 15.85, p < 0.001) [Table 2]. Peak UPCR was a significant predictor of mortality, with each unit increase associated with a 2.77-fold increase in the odds of death [Table 3].

Table 2: Correlation of peak UPCR and mortality.
Peak UPCR Outcome Total Mortality (%)
Improved Death
<0.5 12 0 12 0
0.5–1 14 0 14 0
1–3 45 1 46 1.11
>3 15 3 18 3.33
Total 86 4 90 4.44
Chi-square 15.85
p-value <0.001

UPCR: Urine protein-creatinine ratio, p<0.05 was considered statistically significant.

Table 3: Regression analysis of peak UPCR and mortality.
Coefficient B Standard error z p Odds ratio 95% confidence interval
Constant −6.55 1.79 3.66 <0.001 0.00 0.00–0.05
Peak UPCR 1.02 0.39 2.63 0.008 2.77 1.30–5.91

UPCR: Urine protein-creatinine ratio, p<0.05 was considered statistically significant.

Multiple linear regression analysis was performed, which showed that warning signs, bleeding and inotrope use significantly influenced peak UPCR (R2 = 0.62, p < 0.001). Overall, both increasing proteinuria and elevated UPCR were strongly associated with the severity of dengue, plasma leakage, haemodynamic instability, intensive care requirement and mortality, establishing proteinuria and UPCR as important prognostic markers in paediatric dengue.

DISCUSSION

Proteinuria in dengue is usually transient and reflects the extent of systemic involvement. Dengue non-structural protein 1 (NS1), a secreted viral glycoprotein, plays a significant role in the pathogenesis of vascular permeability in dengue infection. The circulating NS1 can directly interact with endothelial cells and disrupt the endothelial glycocalyx layer, a critical barrier regulating vascular integrity. This disruption results in increased endothelial permeability and contributes to plasma leakage, a hallmark of severe dengue.[5] Proteinuria is observed in a significant proportion of patients with dengue infection, while hypoalbuminaemia is believed to result from altered glomerular filtration. The dengue virus and its non-structural protein NS1 have been shown to bind to heparan sulphate, a key component of the glomerular endothelial glycocalyx. This interaction disrupts the integrity of the glomerular basement membrane, leading to increased permeability and subsequent proteinuria, which contributes to hypoalbuminaemia.[4] While urine dipstick testing is simple, it is semi-quantitative and affected by urine concentration; in contrast, UPCR provides a reliable, non-invasive and cost-effective quantitative estimate, correlating well with 24-h urinary protein. Early identification of severe dengue is crucial, particularly in resource-limited settings and paediatric data remain limited. In the present study, the mean age of children with dengue infection was 7.9 ± 4.5 years, with ages ranging from 9 months to 18 years. However, no statistically significant association was observed between age and severity of dengue (p = 0.698). This suggests that disease severity in our study population was independent of age, indicating that children across all age groups are equally susceptible to developing severe manifestations.

In the present study, the mean age was 7.9 ± 4.5 years, with no significant association between age and disease severity (p = 0.698), indicating that severity is independent of age. Males constituted 55.6% of cases; however, gender was not significantly associated with severity (p = 0.479), consistent with findings by Joseph et al.,[10] Bhavani Shankar et al.[4] and Venkataramanan et al.,[5] all of whom reported male predominance without correlation to severity.

Most cases in our study belonged to Category A, whereas Bhavani Shankar et al.[4] and Venkataramanan et al.[5] reported a predominance of Category B and Datla et al.[11] observed more Category C cases, likely reflecting differences in referral patterns.

Higher grades of proteinuria were predominantly seen in severe dengue (Category C), showing a significant positive correlation with severity (r = 0.35, p = 0.001). This contrasts with Datla et al.,[11] who found no significant association. Peak UPCR showed a strong association with severity (p < 0.001), consistent with studies by Venkataramanan et al.,[5] Joseph et al.,[10] Jarutunyaluk et al.[12] and Datla et al.[11] [Table 4].

Table 4: Comparison table showing correlation between peak UPCR and dengue severity in the present study versus previous studies.
Study Year of study Sample size p-value
Present study 2025 90 <0.001*
Venkataramanan et al.[5] 2020 80 <0.001*
Joseph et al.[10] 2022 150 0.0017*
Jarutunyaluk et al.[12] 2023 141 0.011*
Datla et al.[11] 2017 76 0.024*
p<0.05 was considered statistically significant. UPCR: Urine protein-creatinine ratio

Proteinuria ≥2+ was significantly associated with mortality (p = 0.001), similar to Datla et al.,[11] whereas Andries et al.[13] did not find a significant association. Peak UPCR also predicted adverse outcomes (p < 0.001). In addition, proteinuria correlated with warning signs (p < 0.001), unlike Andries et al.,[13] and higher UPCR values were significantly associated in patients with bleeding manifestations, as reported by Venkataramanan et al.,[5] Bhavani Shankar et al.[4] and Datla et al.[11]

Thus, proteinuria and UPCR serve as useful early predictors of severity and adverse outcomes in paediatric dengue.

Limitations of the study

The use of purposive sampling may introduce selection bias and limit representativeness.

Inclusion of only hospitalised children may overrepresent moderate to severe cases, restricting generalisability. Sample size was relatively small for assessing rare outcomes like mortality.

Dipstick proteinuria is semi-quantitative and affected by urine concentration and observer variability, and confounding causes of proteinuria could not be fully excluded.

UPCR, though quantitative, peaks around day 4, limiting early predictive utility.

The study lacks external validation and requires confirmation in larger multicentric studies.

CONCLUSION

Proteinuria and UPCR showed a significant association with dengue severity in children. Increasing proteinuria and higher UPCR correlated with warning signs, bleeding, third-space loss and progression to severe dengue. Children with minimal proteinuria had favourable outcomes, whereas ≥2+ proteinuria and elevated UPCR were linked to complications and mortality. Peak UPCR was a strong predictor of severity and adverse outcomes, reflecting capillary leak and endothelial dysfunction. As a simple, rapid, non-invasive and cost-effective test, UPCR can be used for early risk stratification, helping identify high-risk patients requiring close monitoring and timely intervention, thereby improving clinical outcomes in paediatric dengue. Proteinuria and UPCR appear to be associated with disease severity and outcomes in paediatric dengue; however, their predictive value should be interpreted with caution due to possible confounding factors, and further validation in larger studies is required.

Ethical approval:

The research/study was approved by the Institutional Review Board at M. R. Medical College Gulbarga, approval number 2024207, dated 26 February 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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