Abstract
Introduction: Early-onset neonatal infection (EONI) poses significant risks to neonatal health, necessitating reliable diagnostic markers for early detection. This study aims to evaluate the diagnostic validity of procalcitonin (PCT) concentration in umbilical cord blood as a biomarker for EONI.
Methods: This prospective study was conducted at Ho Chi Minh University Medical Center from April 2022 to September 2022. The PCT level was measured in umbilical cord blood at birth. Based on clinical, laboratory, and microbiologic results, neonates were classified into infected and non-infected groups.
Results: One hundred eighty neonates with risk factors for EONI were recruited. Among the neonates studied, 22 (12.2%) were classified as infected and 158 (87.8%) as non-infected by the classification criteria of clinical manifestations, laboratory tests, and blood culture. The median PCT in the infected group was significantly higher than that in the non-infected group (0.389 ng/mL vs. 0.127 ng/mL, p = 0.007). The optimal PCT cut-off was found by receiver operating characteristic (ROC) to be 0.23 ng/mL, with an area under the curve (AUC) of 0.87. The results were 59.1%, 98.7%, 86.2%, 94%, 45, and 0.41 for sensitivity, specificity, positive and negative predictive values, and positive and negative likelihood ratios, respectively. The post-test probability was 86% if the test was positive and 5% if it was negative.
Conclusion: Umbilical cord blood PCT might be a reliable marker in the diagnosis of EONI, and its value helps limit the harmful effects of unnecessary prescriptions in non-infected neonates. However, considering the low sensitivity of procalcitonin, further research is necessary to fully integrate this biomarker into clinical practice.
Keywords: sepsis, prom, neonate, early-onset neonatal infection, umbilical cord blood procalcitonin
Introduction
Early-onset neonatal infection (EONI) is a major cause of neonatal morbidity and mortality, requiring early diagnosis and treatment to improve outcomes. The diagnosis remains a challenge for pediatricians as the clinical signs are subtle, nonspecific, and develop at a late stage. Moreover, early inflammatory markers such as complete blood cell (CBC) count, high-sensitivity C-reactive protein (hs-CRP), and procalcitonin (PCT) are neither sensitive nor specific enough. In contrast, blood cultures, which are the gold standard, are often negative because of low blood volumes drawn and single cultures, as well as the prenatal administration of antibiotics [1]. Because of the reasons mentioned earlier, neonatologists frequently initiate early empirical antibiotic prescriptions before having results of blood cultures and inflammatory markers in newborns who were shown few symptoms or some infection-associated risk factors. Thus, many newborns were subjected to needless treatment. This needless therapy may lead to some serious consequences: risk of the development of resistant bacteria [2], nosocomial infection and necrotizing enterocolitis, mother and newborn separation, and increased cost [3-5].
The random-effects estimator for neonatal sepsis incidence in the overall time frame was 2824 cases per 100.000 live births, with a 2.6 times higher incidence of EONI compared to late-onset neonatal infection (LONI), of which an estimated 17.6% died [6]. This estimate relied exclusively on low- or middle-income country (LMIC) data. Vietnam is one of the LMICs, and the incidence of EONI in full-term newborns in Vietnam was 17 per 1000 live births [7], while this incidence in the United States, one of the high-income countries, was much lower, 0.77 per 1000 live births [8]. Most publications on neonatal sepsis in HICs only include culture-confirmed cases, which means that a positive blood culture establishes a definitive diagnosis of neonatal sepsis. Automated systems for continuous monitoring of blood culture, which are routinely used in the United States, have higher sensitivity and shorten the time to positivity. However, in Vietnam, the rate of positive results from blood culture was lower, only 13.8% [7]. Because blood culture testing facilities are not available in most district hospitals and formal healthcare systems, prioritizing other important healthcare issues, manual blood culture methods have been largely used more than automated systems. Hence, their sensitivity is lower, and the time to positivity is longer.
Due to these challenges and the lack of adequate maternal healthcare infrastructure, such as prenatal screening for group B Streptococcus (GBS), the Kaiser early-onset neonatal calculator, NICE, and AAP guidelines are difficult to implement in Vietnam. Therefore, the search for an ideal inflammatory marker to establish the diagnosis has been ongoing.
In recent years, PCT has been implicated as a sensitive and specific marker of bacterial infection. However, neonatal PCT concentrations undergo a physiologic increase within the first 48 postnatal hours, which complicates the interpretation of results during this period [9]. Therefore, PCT concentrations must be obtained from umbilical cord blood immediately at birth.
This study aims to assess the diagnostic utility of PCT in umbilical cord blood in infants who are at risk of EONI. We hypothesize that the concentration of umbilical cord blood PCT is a reliable marker of EONI.
Materials and methods
Study site
We conducted a prospective study at the obstetric and neonatology departments of Ho Chi Minh University Medical Center from April 2022 to September 2022. Ho Chi Minh City is the biggest city in the south of Vietnam.
This study was approved by the Institutional Review Board of Ho Chi Minh University Medical Center on June 14, 2022 (Project No. 2022/46).
Patients
All neonates delivered during this period were included in the study. Those with risk factors for EONI had a measurement of umbilical cord blood PCT concentration. Additionally, all neonates had drawn blood cultures from cord or venous blood. CBC, CRP, and PCT were determined during the first 24 hours of life and repeated during the first 72 hours of life. The neonatalogist also examined them immediately after birth and on subsequent days of life as frequently as required, at least once a day, to detect clinical signs of infection. These neonatalogists, who were blinded to the results of umbilical cord blood PCT concentration, classified neonates into two groups: the infected group and the non-infected group. Therefore, PCT levels were not involved in the diagnosis or clinical decisions.
The inclusion criteria were neonates presenting at least one of the following risk factors for EONI: maternal intrapartum fever of more than 38 °C, preterm delivery before 35 weeks gestation, prolonged rupture of membranes (>18 hours), or confirmed maternal colonization by group B Streptococcus with incomplete prophylaxis (<4 hours), amniotic fluid of abnormal color (green, yellow, or meconium-stained), or being malodorous.
Exclusion criteria were death, neonates being transported to another hospital within the first three days of life, severe malformation, the missing value of umbilical cord blood PCT, or parent consent not being granted.
Two groups were identified as infected and non-infected based on the clinical, biochemical, and microbiological findings, which are used as criteria for diagnosing bloodstream infection in newborns [10]. A proven infection was defined by a positive blood culture in the presence of clinical signs or symptoms of infection. A probable infection was defined by the presence of clinical signs and symptoms of infection and at least two abnormal laboratories accompanied by a negative blood culture. Neonates with a proven or probable infection were classified as infected. Neonates were considered non-infected in the absence of clinical signs and symptoms of infection and abnormal laboratory results. Categories for neonatal infection are shown in Table 1.
Table 1. Diagnostic criteria for neonatal infection.
“Modified from Haque [10].”
| Clinical variables | Temperature instability |
| Respiratory symptoms are characterized by a respiratory rate >60 breaths/minute accompanied by grunting, deterioration, or desaturations. | |
| Cardiac symptoms include a heart rate exceeding the standard deviation above the norm for age (≥180 beats/minute or ≤100 beats/minute) and arterial hypotension (systolic pressure <50 mmHg for newborns on day one and <65 mmHg for neonates). | |
| Capillary refill time is >3 seconds. | |
| Lethargy or altered mental status. | |
| Feed intolerance. | |
| Inflammatory variables | White blood cell count >4,000 x 109/L or falling <5,000 x 109/L. |
| Platelets count <100,000 x 109/L. | |
| C-reactive protein >10 mg/L. |
Data collection
Perinatal data included maternal temperature, time of membrane rupture, the results of the mother’s GBS screening, characteristics of amniotic fluid, and antenatal antibiotic exposure. Clinical information included birth weight, gestational age at birth, gender, delivery method, clinical signs of infection during the first 72 hours of life, blood culture, white blood cell, neutrophil, platelet count, CRP, and umbilical cord blood PCT.
A dosage of umbilical cord blood PCT, obtained by umbilical artery puncture directly after the birth of the placenta in standard vacuum blood collection tubes containing lithium heparin, was systematically realized when the technique was available. The tubes were carried to the biochemistry laboratory within an hour. We used the Elecsys BRAHMS PCT assay for the quantitative determination of PCT. This assay requires a minimum sample volume of 30 ml, and the reaction time is about 18 minutes. The measuring range of the assay was 0.02-100 mg/L, with an automated dilution extending the upper range to 1000 mg/L.
Statistical analysis
All data were analyzed using Stata software version 12.0 (StataCorp LLC, Texas, USA). We described qualitative data as percentages, accessing precision by means of 95% confidence intervals (CIs), and quantitative data using percentages, medians, and standard deviations. The results were considered statistically significant at P-values < 0.05.
We analyzed the PCT distribution among infected and non-infected groups. These distributions were normal, so we used the t-test to compare umbilical cord blood PCT concentrations between the two groups. The sensitivity, specificity, negative and positive predictive values, and negative and positive likelihood ratios of PCT concentration in cord blood were assessed using the receiver operating characteristic (ROC) curve and the area under the curve (AUC). We used Youden’s index to detect the best cut-off value that resulted in the highest sum of sensitivity and specificity. Post-test probabilities were determined using the Fagan nomogram.
Results
During the study period, 1,455 neonates were delivered at our hospital; 200 possessed risk factors for EONI. Twenty neonates were not included; four of these were transported to another hospital, and 16 missed the value of the cord blood PCT. The final sample consisted of 180 neonates recruited. Twenty-two neonates had a proven or probable infection. One hundred fifty-eight neonates were considered non-infected. The incidence of infection in neonates presenting with risk factors for EONI was 12% (22/180). The incidence of infection in the whole population was 15 per 1000 live births, as shown in the flow chart of the study in Figure 1. Blood culture was positive in three cases (13.6%). The infectious agents were group B Streptococcus in two cases (66.7%) and Staphylococcus aureus in one case (33.3%). The baseline characteristics of the population are described in Table 2.
Table 2. General characteristics and clinical demographics of the study population (N = 180).
Data are presented as n (%) or the mean ± standard deviation. Statistically significant at a p-value < 0.05.
| Characteristics | Infection (n=22) | Non-infection (n=158) | p-value |
| Gender: male | 15 (68%) | 89 (56%) | 0.292 |
| Gestational age: weeks | 34 ± 4.6 | 37 ±1.3 | 0.001 |
| Birth weight, gram | 2205 ± 406 | 3304 ± 445 | 0.001 |
| Mode of delivery: C-section | 12 (55%) | 67 (42%) | 0.44 |
| Maternal fever | 09 (29%) | 38 (24%) | 0.09 |
| Prolonged rupture of membrane | 03 (10%) | 21 (13%) | 0.74 |
| Abnormal amniotic fluid | 06 (20%) | 88 (56%) | 0.021 |
| Group B Streptococcus (+) with incomplete prophylaxis antibiotic (<4 h) | 02 (6%) | 21 (13%) | 0.74 |
| Preterm delivery before 35 weeks | 11 (35%) | 15 (9%) | 0.001 |
| Temperature instability | 3 (14%) | 0 (0) | 0.001 |
| Respiratory symptoms | 6 (27%) | 1 (6%) | 0.001 |
| Cardiac symptoms | 2 (9%) | 0 (0) | 0.001 |
| Feed intolerance | 12 (54%) | 0 (0) | 0.001 |
| White blood cells (>34,000 or <5,000 x 109/L) | 06 (27%) | 05 (3%) | 0.001 |
| Platelets <100,000 x 109/L | 04 (18%) | 2 (1.3%) | 0.001 |
| C-reactive protein >10 mg/L | 12 (54%) | 25 (12.8%) | 0.001 |
| Positive blood culture | 3 (13.6%) | 0 (0) | 0.001 |
Figure 1. Flow chart displaying the recruitment process and excluded patients in the study.
Cord blood PCT value
The median PCT of the infected group was significantly higher than that of the non-infected group (0.389 ng/ml vs. 0.087 ng/ml, p < 0.05) (Table 3). We analyzed the ROC curve and identified a cut-off of 0.23 ng/ml as the optimal compromise, accompanied by an area under the curve of 0.87, a sensitivity of 59.1%, and a specificity of 98.7% (Figure 2). The positive and negative predictive values were 86.2% and 94.7%, and the positive and negative likelihood ratios were 45 and 0.41. Cord blood PCT levels were below 0.23 ng/ml in 165 neonates (91.6%); two of these (1.1%) developed sepsis. PCT levels were at or above 0.23 ng/ml in 15 neonates (8.4%); 13 of these (7.2%) had infection, proven in two of these (1.1%) and probable in 11 cases (6.1%).
Table 3. Umbilical cord blood procalcitonin levels of infected and non-infected groups (N = 180).
Data are presented as the mean ± standard deviation. Statistically significant at a p-value < 0.05.
| Infection (n=22) | Non-infection (n=158) | p-value | |
| Procalcitonin (ng/mL) | 0.389 ± 0.087 | 0.127 ± 0.003 | 0.007 |
Figure 2. Receiver operating characteristics curve of umbilical cord blood procalcitonin.
Figure 3 shows the corresponding post-test probabilities determined by the Fagan nomogram. With a 12% EONS prevalence (pretest probability), an LR+ of 45 translates into a positive predictive value (post-test probability) of 86%. Similarly, an LR− of 0.41 translates into a 5% post-test probability. These results indicate that, with at least one risk factor present, the probability of infection was 86% when the test was positive and 5% when the test was negative.
Figure 3. Fagan nomogram representing post-test probability based on positive and negative likelihood ratios.
Discussion
Neonatal infection, especially early-onset neonatal infection, is a life-threatening condition. Therefore, reducing the burden of EONI is an international medical priority. However, non-specific signs and symptoms make the diagnosis of EONI difficult. New laboratory techniques are needed for early diagnosis.
In recent years, PCT has been reported as a sensitive parameter for early diagnosis. After injecting endotoxin, the procalcitonin concentration rose and was detectable at four hours, peaked at six hours, and maintained a plateau through 8 and 24 hours [11]. This kinetics in neonates is assumed to be similar to the results of the above study, and we expect that the concentration of PCT in cord blood would be abnormal in the case of intrauterine infection. In our study, the median cord blood PCT of the infected group was significantly higher than that of the non-infected group. The PCT concentrations were found to be variable, although most of the values range between 0 and 0.6 ng/ml, as also previously reported. The selected threshold of cord blood PCT varies between studies, depending on factors such as the population study, the incidence of EONI, and the evaluating criteria. In our study, the optimal PCT cut-off value was 0.23 ng/ml, with sensitivity and specificity of 59.1% and 98.7%, respectively. With a high positive predictive value of 86.2%, PCT is an early and reliable marker in the diagnosis of EONI.
Another noteworthy finding is the capacity of this marker to identify newborns who were non-infected among those with risk factors for infection. According to the Fagan nomogram, a neonate with a risk factor and PCT value below 0.23 ng/ml had a statistical risk of being infected of 5%. Its good negative predictive value (94.7%) results in a reduction in the number of neonates being treated unnecessarily. Therefore, non-infected causes of respiratory distress or hypotension should be aggressively sought if cord blood PCT is negative, especially in preterms. This reduction in antibiotic treatment would represent a direct advantage for neonates because of the potential toxicity of antibiotics and an indirect ecological advantage by reducing antibiotic selection pressure for physicians. Hospitalization for antibiotic treatment of neonates results in the separation of mother and child during these important first days of life and increases the cost. Neonates frequently need punctures for new intravenous lines, so reducing antibiotic treatment will result in fewer punctures. To address the problem of increasing global antibiotic resistance rates, the WHO has emphasized the urgent need for enhanced antibiotic stewardship [12]. Each dose of antibiotic treatment takes into account the emergence of antibiotic resistance and changes the human microbiome [13,14]. These changes in the microbiome in early life play an important role in shaping the immune system and future health of the individual [15]. Therefore, reducing unnecessary antibiotic treatment can contribute to reducing the emergence of antibiotic resistance.
The limitation of our study is its low sensitivity. Among 22 infected neonates, only 13 (59%) had a PCT value higher than 0.23 ng/ml, which is lower than that of other studies [16-19]. Recently, a meta-analysis including 17 reviews and 2197 episodes of suspected neonatal infection reported the sensitivity and specificity of umbilical cord blood PCT in diagnosis to be 82% and 86% [20]. The first reason was the low incidence of EONI (22/1455) and the small number of cases in the infected group. This small number of infectious cases was responsible for the lack of power and subsequent lack of precision in diagnostic value measurement with a large 95% CI. Moreover, 16/200 neonates (8%) presenting with risk factors for EONI were excluded from this study because cord blood PCT was not accessed. The second reason was that some probable infected cases in the infected group were not really infected. Indeed, the rate of preterms in the infected group was 50% (11 cases). Most of these had respiratory distress syndrome, increased CRP, and antibiotic treatment, so they met the criteria to be finally classified as cases of probable infection. The respiratory symptoms of EONI are non-specific and may overlap with non-infectious causes like RDS in preterms and transient tachypnea. Therefore, these cases were not actually infected.
Conclusions
Our finding suggests that the umbilical cord blood PCT measurement might be a reliable marker for identifying non-infected neonates from those who exhibit risk factors for infection. The mentioned approach has the potential to significantly reduce unnecessary antibiotic prescriptions in the first days of life. However, considering the low sensitivity of procalcitonin, further research is necessary to fully integrate this biomarker into clinical practice.
The authors have declared that no competing interests exist.
Author Contributions
Concept and design: Thu Tinh Nguyen, Le Uyen Tran, Tran Phuong Linh Giang
Acquisition, analysis, or interpretation of data: Thu Tinh Nguyen, Le Uyen Tran
Drafting of the manuscript: Thu Tinh Nguyen, Le Uyen Tran, Tran Phuong Linh Giang
Critical review of the manuscript for important intellectual content: Thu Tinh Nguyen, Le Uyen Tran, Tran Phuong Linh Giang
Supervision: Thu Tinh Nguyen
Human Ethics
Consent was obtained or waived by all participants in this study. Institutional Review Board (IRB of Ho Chi Minh University Medical Center) issued approval 2022/46
Animal Ethics
Animal subjects: All authors have confirmed that this study did not involve animal subjects or tissue.
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