Volume 61(1); January

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Clin Exp Pediatr > Volume 61(1); 2018
Jung, Byun, Park, Kim, Kim, and Ha: Diagnostic accuracy of urinary biomarkers in infants younger than 3 months with urinary tract infection



The aim of this study was to evaluate the diagnostic accuracy of urinary biomarkers, such as neutrophil gelatinase-associated lipocalin (uNGAL) and β-2 microglobulin (uB2MG), in early detection of urinary tract infection (UTI) in infants aged <3 months with fever.


A total of 422 infants aged <3 months (male:female=267:155; mean age, 56.4 days), who were admitted for fever, were retrospectively included in this study. We compared uNGAL and uB2MG between the UTI and non-UTI groups at the time of admission. The sensitivity, specificity, accuracy, and area under the curve (AUC) of uNGAL and uB2MG for use in diagnosing UTI were assessed.


Among 422 patients, 102 (24.2%) were diagnosed with UTI. Levels of uNGAL were higher in the UTI group than in the non-UTI group (366.6 ng/mL vs. 26.9 ng/mL, P<0.001). Levels of uB2MG were not different between the 2 groups. Multivariate analysis revealed that uNGAL was an independent predictive factor for UTI (P=0.033). The sensitivity, specificity, and accuracy were 90.2%, 92.5%, and 91.9% for uNGAL, and 48.0%, 43.8%, and 44.8% for uB2MG, respectively. AUC of uNGAL was 0.942 and that of uB2MG was 0.407.


Accuracy of uNGAL in the diagnosis of UTI is high in febrile infants aged <3 months. uNGAL can help in the early diagnosis and treatment of UTI in infants.


Urinary tract infection (UTI) is one of the most common bacterial infections in febrile infants and its prevalence is especially high in infants younger than 3 months. Delayed diagnosis and management of UTI can result in renal damage and loss of renal function.1) Furthermore, infants younger than 3 months with fever had a higher risk of serious bacterial infections, which are difficult to distinguish from simple viral infections because of the vague symptoms.2,3) Therefore, early diagnosis of UTI is important but challenging, especially in infants younger than 3 months with fever.
Although urine culture is the standard approach to confirm the diagnosis of UTI, it takes a long time to obtain the results.4,5) Leukocytosis, neutrophilia, and elevation of erythrocyte sedimentation rate (ESR) and C-reactive protein (CRP) are common findings in UTI; however, these are nonspecific markers of inflammation.6) Urinalysis, including urine nitrites, is a helpful screening method to predict UTI; however, it alone may be inadequate due to its nonspecific nature.4,7,8) Based on these findings, it is difficult to diagnose UTI early, especially in febrile infants without an identifiable source. Therefore, it is necessary to find quick, noninvasive, and reliable markers for the early diagnosis of UTI. Recently, to diagnose UTI noninvasively, several studies have reported that some urinary biomarkers of acute kidney injury (AKI) may be associated with UTI.9)
Neutrophil gelatinase-associated lipocalin (NGAL), a 25-kDa protein, is released from the secondary granules of neutrophils and is covalently bound to neutrophil gelatinase. It is a component of the innate immune system against bacterial infections.10,11) NGAL is expressed in various tissues including the kidney. Urinary NGAL (uNGAL) is secreted predominantly by the injured epithelial cells of the kidney.10) It has been identified as one of the earliest and most indicative biomarkers of AKI.10,12,13)
β-2 microglobulin (B2MG), a 11.8-kDa low molecular weight protein, exists in all nucleated cells. It is released into the blood when lymphocytes are activated during inflammation, which is a component of cellular immune response.14) Urinary B2MG (uB2MG) is freely filtered by the glomerulus and most of it is reabsorbed in the proximal tubules, and a part of it is excreted in the urine.14,15) In the presence of a proximal tubule disorder, the level of uB2MG can be elevated. In addition, one study suggested that uB2MG was helpful in differential diagnosis of UTI.15)
The aim of this study was to evaluate the efficacy of uNGAL and uB2MG in diagnosing UTI in infants younger than 3 months who visited a hospital for fever with nonspecific symptoms such as poor oral intake or malaise.16,17)

Materials and methods

1. Study population

A total of 492 patients aged <3 months were admitted to Keimyung University Dongsan Medical Center due to fever (body temperature≥38℃) without a source between January and December 2016, and we retrospectively reviewed the medical records of 422 patients. “fever without a source” was defined when the source of infection was not apparent after examination in a nontoxic infant without significant underlying illness.18)
Of the 492 patients, 70 infants were excluded. Eight patients were excluded because they were born prematurely (<36 weeks of gestation). Eight patients who had previous history of UTI were excluded. Sixteen patients were excluded as they had received antibiotics therapy prior to urine collection. Furthermore, 38 patients were excluded due to the lack of uNGAL and uB2MG records (Fig. 1). There were no patients who had AKI sign such as oliguria or elevation of serum creatinine.
We defined UTI as positive urine culture (single pathogen with ≥100,000 colony-forming units/mL on urine culture). The patients were divided into 2 groups based on the presence or absence of UTI.
The approval of the Institutional Review Board (IRB) was obtained (DSMC 2017-06-015). Informed consent was waived by IRB.

2. Biomarkers

Blood and urine samples were obtained before starting parenteral antibiotics therapy. All blood specimens were collected from the peripheral veins. All urine specimens for urinalysis, estimating the levels of uNGAL, urine creatinine (uCr), uB2MG, and culture were collected in a sterile, adhesive plastic bag after cleaning the perineum to maintain sterile conditions. Urine specimens were analyzed within 1 hour of collection. uCr was determined by the kinetic Jaffe method using an ADVIA2400 chemistry analyzer (Siemens Healthcare Diagnostics Inc., Erlangen, Germany). uNGAL was measured using chemiluminescent microparticle immunoassays in an ARCHITECT i2000SR system (Abbott Diagnostics, Abbott Park, IL, USA). Urinary B2MG was measured with nephelometry using a BNII nephelometer (Dade Behring, Inc., Deerfield, IL, USA; now Siemens Healthcare Diagnostics).
To eliminate the bias that may be introduced by the hydration status, we adjusted the urinary NGAL and B2MG ratio according to the uCr concentration. The grade of pyuria was classified according to the white blood cells (WBCs) count (grade 0, WBC 0–1/high power field [HPF]; grade 1, WBC 2–4/HPF; grade 2, WBC 5–10/HPF; grade 3, WBC 11–20/HPF; grade 4, WBC 20–30/HPF; and grade 5, WBC >30/HPF).
We compared the following clinical and laboratory variables: sex, age, body weight, serum WBC count, serum creatinine, CRP, pyuria grade, urine nitrites, uNGAL, uNGAL/Cr and uB2MG, uB2MG/Cr at the time of admission according to the presence or absence of UTI.

3. Statistical analysis

All statistical analyses were performed using IBM SPSS Statistics ver. 22.0 (IBM Co., Armonk, NY, USA). Factors that might be associated with UTI were tested by univariate analysis. A chi-square test was conducted to compare the presence of urine nitrates and the ratio of male to female (M:F) according to UTI. Two sample t tests were used to compare the differences in continuous variables. Then, statistically significant variables were included in the multivariate analysis. Logistic regression analysis was performed to evaluate the effects of different variables. We did not include sex as a covariate in the multivariate analysis to avoid variance inflation given its high correlation with UTI. P values less than 0.05 were considered statistically significant for all tests. The sensitivity, specificity, and accuracy of each variable in diagnosing UTI were calculated using optimal cutoff values based on receiver operating characteristic curve analysis. Efficacies of each variable to predict UTI were measured by the area under the curve (AUC).


1. Patient characteristics

We reviewed the data of 492 patients and excluded 70 patients. Among 422 patients (M:F=267:155; mean age, 56.4 days), 102 patients (24.2%) were classified into the UTI group and 320 (75.8%) into the non-UTI group. Escherichia coli was the most common causative bacteria of UTI. The causative bacteria in our study were as follows: E. coli, 91; Klebsiella pneumoniae, 5; Enterococcus faecalis, 3; Streptococcus agalactiae, 2; Staphylococcus aureus, 1.
The UTI group had higher proportion of males than the non-UTI group (85.3% vs. 56.3%, P<0.001). The mean body weight was significantly higher in the UTI group than in the non-UTI group (5.8 kg vs. 5.3 kg, P=0.001). The patients were older in the UTI group compared to those in the non-UTI group, but it was not statistically significant (60.0 days vs. 55.3 days, P=0.087). The mean values of uNGAL and uNGAL/Cr ratio were significantly higher in the UTI group than in the non-UTI group (366.6 ng/mL vs. 26.9 ng/mL, P<0.001 and 22.3 vs. 4.6, P<0.001, respectively). The mean value of uB2MG was higher in the UTI group than in the non-UTI group, but it was not statistically significant (2.9 mg/L vs. 2.8mg/L, P=0.918). uB2MG/Cr ratio in the UTI group was lower than in the non-UTI group (0.1 vs. 0.2, P=0.030). Serum WBC count, CRP, pyuria grade, and positive urine nitrites were significantly higher in the UTI group than in the non UTI group (P<0.001 for each) (Table 1).

2. Comparison of biomarkers

Univariate analysis revealed several variables associated with UTI. In univariate analysis, CRP, Pyuria grade, urine nitrite, and urine NGAL were significant. Also, CRP (P=0.010), pyuria grade (P<0.001), urine nitrate (P=0.002), and uNGAL (P=0.033) were statistically significant independent factors to predict UTI in multivariate analysis (Table 2).

3. Diagnostic accuracies of biomarkers

The optimal cutoff value of uNGAL was 46.2 ng/mL, with 90.2% sensitivity, 92.5% specificity, and 91.9% accuracy. The optimal cutoff value of uB2MG was 0.5 mg/L, with 48.0% sensitivity, 43.8% specificity, and 44.8% accuracy. The sensitivity, specificity, and accuracy of CRP were 73.5%, 74.1%, and 73.9% with an optimal cutoff value of 1.61 ng/mL. The sensitivity, specificity and accuracy of pyuria grade were 79.4%, 91.3%, and 88.4% with an optimal cutoff value of grade 4. The sensitivity, specificity, and accuracy of urine nitrite were 48.0%, 43.8%, and 88.4% (Table 3). AUC of uNGAL (0.942) was greater than that of uB2MG (0.407), CRP (0.778), pyuria grade (0.882), and urine nitrite (0.711) (Fig. 2).


UTI is one of the most common bacterial infections especially in febrile infants aged <3 months. These infants have a higher risk of serious bacterial infections and it is more difficult to distinguish severe bacterial infections from simple viral infections because many of these infants appear well and have no localizing signs.2,3) In the present study, we found that the prevalence of culture proven UTI was 24.2% among infants presenting with fever, which is higher than that of a 1999 study conducted by the American Academy of Pediatrics (AAP) in which the prevalence of UTI was 5%19) and that of a study by Shaikh et al.20) in 2008 in which the prevalence was 7% among infants presenting with fever. The incidence of UTIs in our study was higher than other studies, suggesting that children with specific symptoms were already excluded. Also, several studies suggested that obesity was highly associated with UTI.21) Similarly, the body weight was significantly higher in UTI group in our study.
Urine culture, a standard approach to confirm the diagnosis of UTI, takes at least 24 hours to identify UTI.4,5) Furthermore, it is difficult to obtain clean and adequate urine sample for culture. Urinalysis with urine nitrite alone may be an inadequate screening method to predict UTI due to its nonspecific nature.4,7,8) In our study, 12 patients had culture proven UTI without pyuria. There are several reports that certain bacteria such as Proteus may not result in pyuria.22) Urinalysis (positive was defined as >5 WBC/HPF, positive leukocyte esterase, or positive nitrite) was positive in only 69% of samples with positive urine cultures in a retrospective review of children aged 2 months through 2 years presenting with fever.23) Therefore, it is necessary to find an alternative reliable marker for the early diagnosis of UTI in febrile infants.
NGAL is a recently identified biomarker for diagnosing UTI. It has been identified in different human tissues, including renal proximal tubules and neutrophil granules.24) The elevation of NGAL is believed to be caused by the increased release of activated neutrophils to prevent bacterial iron uptake and growth.16) Urine NGAL increased in both, upper and lower UTI, suggesting that this molecule may be involved in various stages of UTI. Urinary NGAL concentrations decline with age in infants.25) This may be, in part, because premature kidneys would still be developing and NGAL levels play an important developmental role in proliferating nephrons.26) We corrected uNGAL values with uCr to reflect hydration status. However, there was a difference between the results of uNGAL and uNGAL/Cr. This may be also related to immature renal function.
Lee et al.24) suggested that uNGAL could be helpful in diagnosing febrile UTI in children. Ichino et al.16) demonstrated that uNGAL may be a potential noninvasive diagnostic biomarker of renal scarring in children. However, Kim et al.27) reported that the value of uNGAL correlates with the presence of leukocytes in the urine samples, but not with UTI. We found uNGAL to be a relatively sensitive (90.2%), specific (92.5%), and accurate (91.9%) test for diagnosing UTI in infants. uNGAL has been demonstrated to be a sensitive and specific early marker of AKI in infants under the age of 3 months. Future studies are required to elucidate which stages of UTI are associated with uNGAL and determine the indications for its use.
Sherman et al.28) reported that B2MG was used as a marker for kidney injury including segmental glomerulosclerosis, pyelonephritis, nephrosclerosis, and minimal change nephropathy. Kim and Lim15) found that 24-hour uB2MG is useful to distinguish acute pyelonephritis from lower UTI in children. Oh et al.29) suggested that spot uB2MG values were correlated with the presence of renal defects in children with UTI. However, Kangari et al.30) reported that uB2MG was not sufficient to be used as a diagnostic marker for predicting renal injury because of lower sensitivity and specificity compared with WBC count, ESR, and CRP in childhood UTI. In our study, uB2MG level was not associated with UTI (P=0.918). There have been several reports suggesting that uB2MG concentrations elevated three folds by day 3 of UTI, whereas NGAL levels increased earlier (12 hours to 3 days).31)
Lin et al.32) reported that sensitivity and specificity of pyuria (≥5 WBCs/HPF) were 59%, 93% for diagnosis of UTI in febrile infants younger than 8 weeks of age. Sensitivity and specificity of CRP (>2 mg/dL) were 59%, 90%, respectively.32) According to 2011 AAP guideline, sensitivity and specificity of the pyuria were 73% (range, 32%–100%), 81% (range, 45%–98%) in febrile UTI infants and children 2 to 24 months.4) We found that uNGAL was more sensitive than CRP and pyuria grade in diagnosing UTI in infants younger than 3 months with fever.
However, there are several limitations in this study. First, since all urine samples were obtained in a urine bag and our UTI criteria did not include pyuria, contamination and overdiagnosis is a concern. Second, we observed only 2 biomarkers. Recently, to diagnose UTI noninvasively, several studies have reported that some urinary biomarkers of AKI may be associated with UTI in children.9) These biomarkers include cystatin C, NGAL, B2MG, kidney injury molecule 1,33) liver-type fatty acid-binding protein, interleukin 18, insulin-like growth factor-binding protein 7, tissue inhibitor of metalloproteinase 2, calprotectin, urine angiotensinogen34) and urine micro-RNA.11) Further studies evaluating many other urinary biomarkers are needed to identify a more sensitive marker in predicting AKI in infants. Third, there was no time-dependent data of urinary biomarkers. It is possible that the selection of time-points account for differences in the ability of these 2 biomarkers in detecting UTI in febrile infants.35) Fourth, since this study was a single center retrospective study, the sample size was small and the age was limited to 3 months. Further prospective multicenter randomized control studies are needed in children of a wider range of age to overcome these limitations.
In conclusion, UTI is the most prevalent cause of fever in infants. When considering the long-term consequences of UTI, early diagnosis and immediate treatment are important. Since the diagnostic accuracy of uNGAL is high, it can help in the early diagnosis and treatment of UTI in febrile infants <3 months of age with nonspecific symptoms.


Conflict of interest:
No potential conflict of interest relevant to this article was reported.


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Fig. 1

Study flow diagram. UTI, urinary tract infection; uNGAL, urinary neutrophil gelatinase-associated lipocalin; uB2MG, urinary β-2 microglobulin.

Fig. 2

Receiver operating characteristic curve analysis of biomarkers in diagnosis of urinary tract infection. CRP, C-reactive protein; uNGAL, urinary neutrophil gelatinase-associated lipocalin.

Table 1

Patient characteristics in UTI and non-UTI groups

Characteristic UTI (n=102) Non-UTI (n=320) P value
Sex <0.001
 Male 87 180
 Female 15 140
Age (day) 60.0 (15–99) 55.3 (3–100) 0.087
Weight (kg) 5.8 (2.8–8.2) 5.3 (2.5–8.5) 0.001
WBC count (/mm3) 13,653.4 (1,500–26,920) 11,381.5 (2,820–40,900) <0.001
Serum Cr (mg/dL) 0.2 (0.1–0.39) 0.2 (0.06–0.65) 0.458
CRP (mg/dL) 4.2 (0.29–18.14) 1.3 (0.01–13.06) <0.001
Pyuria grade 4.1 0.8 <0.001
 0 12 243
 1 1 2
 2 2 24
 3 6 23
 4 10 6
 5 71 22
Positive urine nitrite (n) 44 3 <0.001
Urine Cr (mg/dL) 18.5 (3.05–70.44) 16.0 (0.29–88.68) 0.088
Urine NGAL (ng/mL) 366.6 (4.5–742.3) 26.9 (0.7–304.4) <0.001
Urine B2-MG (mg/L) 2.9 (0.22–133) 2.8 (0.22–28.9) 0.918
Urine NGAL/Cr ratio 22.3(0.1–105.4) 4.6 (0.1–840.7) <0.001
Urine B2-MG/Cr ratio 0.1 (0.0–4.4) 0.2 (0.0–3.4) 0.030

Values are presented as number or median (range).

UTI, urinary tract infection; WBC, white blood cells; Cr, creatinine; CRP, C-reactive protein; NGAL, neutrophil gelatinase-associated lipocalin; B2-MG, β-2 microglobulin.

Table 2

Univariate and multivariate logistic regression analysis of the variables associated with the presence of UTI

Variable Univariate analysis Multivariate analysis
OR (95% CI) P value OR (95% CI) P value
Weight (kg) 1.000 (0.999–1.000) 0.332 - -
WBC count (/mm3) 1.000 (1.000–1.000) 0.453 - -
CRP (mg/dL) 1.192 (1.307–1.371) 0.013 1.185 (1.041–1.349) 0.010
Pyuria grade 1.779 (1.453–2.179) <0.001 1.757 (1.447–2.133) <0.001
Urine nitrite (n) 2.949 (1.492–5.829) 0.002 2.931 (1.501–5.724) 0.002
Urine NGAL (ng/mL) 1.003 (1.000–1.006) 0.022 1.003 (1.000–1.005) 0.033
Urine NGAL/Cr ratio 0.997 (0.099–1.006) 0.475 - -
Urine B2-MG/Cr ratio 0.856 (0.277–2.639) 0.786 - -

UTI, urinary tract infection; OR, odds ratio; CI, confidence interval; WBC, white blood cells; CRP, C-reactive protein; Cr, creatinine; NGAL, neutrophil gelatinase-associated lipocalin; B2-MG, β-2 microglobulin.

Table 3

Diagnostic accuracy of biomarkers in infants with UTI

Variable Sensitivity (%) Specificity (%) Accuracy (%) PPV (%) NPV (%) AUC
uNGAL 90.2 92.5 91.9 79.3 96.7 0.942
uB2MG 48.0 43.8 44.8 21.3 72.5 0.407
CRP 73.5 74.1 73.9 47.4 89.8 0.778
Pyuria grade 79.4 91.3 88.4 74.3 93.3 0.882
Urine nitrite 48.0 43.8 44.8 21.4 72.5 0.711

UTI, urinary tract infection; PPV, positive predictive value; NPV, negative predictive value; AUC, area under the curve; uNGAL, urinary neutrophil gelatinase-associated lipocalin; uB2MG, urinary β-2 microglobulin; CRP, C-reactive protein.

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