Submitted:
12 March 2025
Posted:
12 March 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Data Collection
2.2. Molecular Diagnostics
- 96-well capacity for high-throughput experiments.
- 6-target detection allows multiplex PCR assays for simultaneous detection of different targets.
- Fast and precise thermal cycling using a Peltier-based heating/cooling system.
- Optical detection system with high-intensity LEDs and a precise CCD camera for sensitive fluorescence detection.
- User-friendly software: CFX Maestro software was used for easy data analysis, including gene expression analysis, melt curve analysis, and relative quantification.
- The basic protocol for qPCR includes the following steps:
- Sample Preparation: Extraction of DNA from clinical samples.
- PCR Setup: A reaction mix containing template DNA, forward and reverse primers, fluorescent dye (e.g., SYBR Green), and qPCR master mix was prepared.
- Thermal Cycling Program: The thermal cycling protocol typically included initial denaturation at 95°C, followed by cycles of denaturation (95°C), annealing (55-65°C), and extension (72°C).
- Data Analysis: CFX Maestro software was employed to analyze amplification curves and calculate the Ct (threshold cycle) values for quantification.
2.3. Imaging and Laboratory Tests
2.4. Statistical Analysis
3. Results
3.1. Sociodemographic and Baseline Data of the Pediatric Patients
3.2. Associated Pathogens and Clinical Manifestations
3.3. Clinical Laboratory and Radiological Investigations
3.4. Treatment and Evolution
3.5. Correlations of Sociodemographic & Baseline Factors and Clinical Findings
4. Discussion
4.1. Clinical Insights
4.2. Epidemiological Insights
- Seeing a doctor when symptoms suggestive of the disease appear: intense and prolonged coughing fits, vomiting after coughing fits, difficulty breathing in infants, noisy inhales ("whooping cough");
- Timely vaccination of infants and recovery of arrears;
- Vaccination of pregnant women to ensure the newborn and mother's protection;
- Adults' vaccination with a booster every 10 years;
- Promotion of "cocooning" vaccination in the infant's entourage (in a family expecting a newborn, the parents, grandparents, and siblings of the infant should be vaccinated according to the national vaccination calendar or recommendations for adults).
4.3. Limitations
- As a retrospective analysis, the study relies on previously recorded medical data, which may introduce biases such as incomplete documentation, variability in clinical assessments, and potential misclassification of diagnoses.
- The study includes only 38 pediatric patients, which may not represent the broader population of children affected by Bordetella pertussis infection. The small sample size may limit the generalizability of the findings and reduce statistical power for specific associations.
- Data were collected from a single hospital (Constanta County Clinical Emergency Hospital), which may not fully capture regional or national variations in pertussis infection patterns, coinfections, and clinical management strategies. Future studies should incorporate a prospective, multicenter design with a larger cohort, include long-term follow-up of patients, and evaluate the impact of vaccination status and socioeconomic factors on disease outcomes.
4.4. Essential Considerations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
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| Aspect | Total | F | M | p-value | ||||
|---|---|---|---|---|---|---|---|---|
| n | % | n | % | n | % | |||
| Total | 38 | 100 | 19 | 50 | 19 | 50 | ||
| Age (years) | < 1 year | 17.00 | 44.74 | 6.00 | 31.58 | 11.00 | 57.89 | < 0.05 |
| 1-3 years | 14.00 | 36.84 | 8.00 | 42.11 | 6.00 | 31.58 | ||
| 4-8 years | 4.00 | 10.53 | 4.00 | 21.05 | 0.00 | 0.00 | ||
| 9-13 years | 3.00 | 7.89 | 1.00 | 5.26 | 2.00 | 10.53 | ||
| Residence | Rural | 17.00 | 44.74 | 7.00 | 36.84 | 10.00 | 52.63 | < 0.05 |
| Urban | 21.00 | 55.26 | 12.00 | 63.16 | 9.00 | 47.37 | ||
| B. pertussis vaccination | No | 31.00 | 81.58 | 16.00 | 84.21 | 15.00 | 78.95 | > 0.05 |
| Yes | 7.00 | 18.42 | 3.00 | 15.79 | 4.00 | 21.05 | ||
| B. pertussis diagnosis | ELISA | 6.00 | 15.79 | 4.00 | 21.05 | 2.00 | 10.53 | < 0.05 |
| qPCR | 32.00 | 84.21 | 15.00 | 78.95 | 17.00 | 89.47 | ||
| Aspect | Total | Respiratory symptoms claimed before presentation in ECU (days) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| No | 1-3 days | 4-9 days | 10-14 days | >20 days | ||||||||
| n | % | n | % | n | % | n | % | n | % | n | % | |
| Total | 38 | 100 | 2 | 5.26 | 7 | 18.42 | 12 | 31.58 | 12 | 31.58 | 5 | 13.16 |
| Viruses | ||||||||||||
| EV-HRV | 12.00 | 31.58 | 0.00 | 0.00 | 3.00 | 42.86 | 3.00 | 25.00 | 3.00 | 25.00 | 3.00 | 60.00 |
| HPIV-3 | 2.00 | 5.26 | 0.00 | 0.00 | 1.00 | 14.29 | 1.00 | 8.33 | 0.00 | 0.00 | 0.00 | 0.00 |
| SARS-CoV2 | 5.00 | 13.16 | 0.00 | 0.00 | 2.00 | 28.57 | 3.00 | 25.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| HAdVs | 1.00 | 2.63 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 8.33 | 0.00 | 0.00 | 0.00 | 0.00 |
| MV | 1.00 | 2.63 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 20.00 |
| RSV | 1.00 | 2.63 | 0.00 | 0.00 | 1.00 | 14.29 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| Other pathogens | ||||||||||||
| S. pneumoniae | 7.00 | 18.42 | 0.00 | 0.00 | 1.00 | 14.29 | 6.00 | 50.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| M. pneumoniae | 1.00 | 2.63 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 8.33 | 0.00 | 0.00 | 0.00 | 0.00 |
| P. jirovecii | 1.00 | 2.63 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 8.33 | 0.00 | 0.00 | 0.00 | 0.00 |
| CM | ||||||||||||
| Fever | 16.00 | 42.11 | 1.00 | 50.00 | 4.00 | 57.14 | 5.00 | 41.67 | 3.00 | 25.00 | 3.00 | 60.00 |
| ARDS | 23.00 | 60.53 | 0.00 | 0.00 | 5.00 | 71.43 | 7.00 | 58.33 | 7.00 | 58.33 | 4.00 | 80.00 |
| Rhinorrhea | 14.00 | 36.84 | 1.00 | 50.00 | 4.00 | 57.14 | 5.00 | 41.67 | 2.00 | 16.67 | 2.00 | 40.00 |
| O2 DS | 7.00 | 18.42 | 0.00 | 0.00 | 3.00 | 42.86 | 4.00 | 33.33 | 0.00 | 0.00 | 0.00 | 0.00 |
| Emesis | 7.00 | 18.42 | 1.00 | 50.00 | 1.00 | 14.29 | 4.00 | 33.33 | 0.00 | 0.00 | 1.00 | 20.00 |
| Rash | 1.00 | 2.63 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 20.00 |
| Parameter | Total | Outcome | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Clinical cure | Deceased | Transfer | |||||||
| n | % | n | % | n | % | n | % | ||
| Laboratory Analyses | |||||||||
| WBC n x 103 |
WBC = 20-100 | 18.00 | 47.37 | 9.00 | 37.50 | 1.00 | 50.00 | 8.00 | 66.67 |
| WBC = 5-19 | 18.00 | 47.37 | 15.00 | 62.50 | 0.00 | 0.00 | 3.00 | 25.00 | |
| WBC > 100 | 2.00 | 5.26 | 0.00 | 0.00 | 1.00 | 50.00 | 1.00 | 8.33 | |
| Lym% | Lym < 20% | 1.00 | 2.63 | 0.00 | 0.00 | 1.00 | 50.00 | 0.00 | 0.00 |
| Lym = 20-40% | 7.00 | 18.42 | 5.00 | 20.83 | 1.00 | 50.00 | 1.00 | 8.33 | |
| Lym > 40% | 30.00 | 78.95 | 19.00 | 79.17 | 0.00 | 0.00 | 11.00 | 91.67 | |
| Lym n x 103 |
Lym = 2-8 | 14.00 | 36.84 | 12.00 | 50.00 | 1.00 | 50.00 | 1.00 | 8.33 |
| Lym = 8.1-20 | 12.00 | 31.58 | 7.00 | 29.17 | 0.00 | 0.00 | 5.00 | 41.67 | |
| Lym > 20 | 12.00 | 31.58 | 5.00 | 20.83 | 1.00 | 50.00 | 6.00 | 50.00 | |
| PBS | No | 31.00 | 81.58 | 23.00 | 95.83 | 1.00 | 50.00 | 7.00 | 58.33 |
| PBS positive | 7.00 | 18.42 | 1.00 | 4.17 | 1.00 | 50.00 | 5.00 | 41.67 | |
| CRP mg/dL |
< 0.4 | 13.00 | 34.21 | 9.00 | 37.50 | 0.00 | 0.00 | 4.00 | 33.33 |
| 0.4-1.0 | 8.00 | 21.05 | 6.00 | 25.00 | 0.00 | 0.00 | 2.00 | 16.67 | |
| 1.1-10.0 | 11.00 | 28.95 | 7.00 | 29.17 | 0.00 | 0.00 | 4.00 | 33.33 | |
| 11.0-50.0 | 4.00 | 10.53 | 2.00 | 8.33 | 1.00 | 50.00 | 1.00 | 8.33 | |
| 51.0-100.0 | 1.00 | 2.63 | 0.00 | 0.00 | 1.00 | 50.00 | 0.00 | 0.00 | |
| > 100.0 | 1.00 | 2.63 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 8.33 | |
| Chest X-ray | |||||||||
| N/A | 4.00 | 10.53 | 4.00 | 16.67 | 0.00 | 0.00 | 0.00 | 0.00 | |
| Normal | 4.00 | 10.53 | 3.00 | 12.50 | 0.00 | 0.00 | 1.00 | 8.33 | |
| Positive | 30.00 | 78.95 | 17.00 | 70.83 | 2.00 | 100.00 | 11.00 | 91.67 | |
| Complications | |||||||||
| C-No | 34.00 | 89.47 | 23.00 | 95.83 | 0.00 | 0.00 | 11.00 | 91.67 | |
| C-Yes | 4.00 | 10.53 | 1.00 | 4.17 | 2.00 | 100.00 | 1.00 | 8.33 | |
| Days of Hospitalization | |||||||||
| 2-5 days | 4.00 | 10.53 | 4.00 | 16.66 | 0.00 | 0.00 | 0.00 | 0.00 | |
| 6-10 days | 16.00 | 42.11 | 14.00 | 58.33 | 2.00 | 100.00 | 0.00 | 0.00 | |
| >10 days | 2.00 | 5.26 | 2.00 | 8.33 | 0.00 | 0.00 | 0.00 | 0.00 | |
| No | 4.00 | 10.53 | 4.00 | 16.66 | 0.00 | 0.00 | 0.00 | 0.00 | |
| Transfer after 1-8 days | 12.00 | 31.58 | 0.00 | 0.00 | 0.00 | 0.00 | 12.00 | 100.00 | |
| Aspect | Total | Clinical cure | Deceased | Transfer | |||||
|---|---|---|---|---|---|---|---|---|---|
| n | % | n | % | n | % | n | % | ||
| Total | 38 | 100 | 24 | 63.16 | 2 | 5.26 | 12 | 31.58 | |
| PICU | 7.00 | 18.42 | 5.00 | 20.83 | 1.00 | 50.00 | 1.00 | 8.33 | |
| Antimicrobial drugs | |||||||||
| Amoxicillin | 2.00 | 5.26 | 1.00 | 4.17 | 0.00 | 0.00 | 1.00 | 8.33 | |
| Azithromycin | 21.00 | 55.26 | 15.00 | 62.50 | 2.00 | 100.00 | 4.00 | 33.33 | |
| Ceftriaxone | 8.00 | 21.05 | 2.00 | 8.33 | 0.00 | 0.00 | 6.00 | 50.00 | |
| Clarithromycin | 5.00 | 13.16 | 5.00 | 20.83 | 0.00 | 0.00 | 0.00 | 0.00 | |
| Remdesivir | 2.00 | 5.26 | 1.00 | 4.17 | 0.00 | 0.00 | 1.00 | 8.33 | |
| Other drugs | |||||||||
| Dex | 21.00 | 55.26 | 17.00 | 70.83 | 1.00 | 50.00 | 3.00 | 25.00 | |
| HHC | 14.00 | 36.84 | 4.00 | 16.67 | 1.00 | 50.00 | 9.00 | 75.00 | |
| Neb.Adr. | 31.00 | 81.58 | 19.00 | 79.17 | 2.00 | 100.00 | 10.00 | 83.33 | |
| Aminophylline | 1.00 | 2.63 | 1.00 | 4.17 | 0.00 | 0.00 | 0.00 | 0.00 | |
| Epinephrine | 1.00 | 2.63 | 1.00 | 4.17 | 0.00 | 0.00 | 0.00 | 0.00 | |
| Norepinephrine | 1.00 | 2.63 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 8.33 | |
| Furosemide | 2.00 | 5.26 | 1.00 | 4.17 | 0.00 | 0.00 | 1.00 | 8.33 | |
| Mannitol | 1.00 | 2.63 | 1.00 | 4.17 | 0.00 | 0.00 | 0.00 | 0.00 | |
| Albumin | 1.00 | 2.63 | 1.00 | 4.17 | 0.00 | 0.00 | 0.00 | 0.00 | |
| Other therapeutical interventions | |||||||||
| HFNCO2 | 4.00 | 10.53 | 3.00 | 12.50 | 0.00 | 0.00 | 1.00 | 8.33 | |
| LFNCO2 | 18.00 | 47.37 | 11.00 | 45.83 | 2.00 | 100.00 | 5.00 | 41.67 | |
| Nasogastric Intubation |
3.00 | 7.89 | 2.00 | 8.33 | 0.00 | 0.00 | 1.00 | 8.33 | |
| Mechanical ventilation |
2.00 | 5.26 | 1.00 | 4.17 | 0.00 | 0.00 | 1.00 | 8.33 | |
| Bilateral pleurotomy | 1.00 | 2.63 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 2.63 | |
| Blood transfusion | 2.00 | 5.26 | 0.00 | 0.00 | 0.00 | 0.00 | 2.00 | 16.67 | |
| Parameter | BPV No | BPV-yes | p-value | ||
|---|---|---|---|---|---|
| n | % | n | % | ||
| Total | 31.00 | 81.58 | 7.00 | 18.42 | <0.05 |
| Residence | |||||
| Rural | 16.00 | 51.61 | 1.00 | 14.29 | <0.05 |
| Urban | 15.00 | 48.39 | 6.00 | 85.71 | |
| Age (years) | |||||
| < 1 year | 17.00 | 54.84 | 0.00 | 0.00 | <0.05 |
| 1-3 years | 11.00 | 35.48 | 3.00 | 42.86 | |
| 4-8 years | 2.00 | 6.45 | 2.00 | 28.57 | |
| > 9 years | 1.00 | 3.23 | 2.00 | 28.57 | |
| Clinical manifestations | |||||
| Fever | 14.00 | 45.16 | 2.00 | 28.57 | <0.05 |
| ARDS | 21.00 | 67.74 | 2.00 | 28.57 | |
| Rhinorrhea | 13.00 | 41.94 | 1.00 | 14.29 | |
| O2 DS | 7.00 | 22.58 | 0.00 | 0.00 | |
| Diagnostic | |||||
| C-X-ray-Normal | 3.00 | 9.68 | 1.00 | 14.29 | <0.05 |
| PBS No | 24.00 | 77.42 | 7.00 | 100.00 | |
| WBC (n x 103 / µL) | |||||
| WBC = 20-100 | 15.00 | 48.39 | 3.00 | 42.86 | >0.05 |
| WBC > 100 | 2.00 | 6.45 | 0.00 | 0.00 | <0.05 |
| Lym (n x 103 / µL) | |||||
| Lym = 8.1-20 | 10.00 | 32.26 | 2.00 | 28.57 | >0.05 |
| Lym > 20 | 11.00 | 35.48 | 1.00 | 14.29 | <0.05 |
| CRP( mg/dL) | |||||
| 0.4-1.0 | 5.00 | 16.13 | 3.00 | 42.86 | <0.05 |
| 1.1-10.0 | 10.00 | 32.26 | 1.00 | 14.29 | |
| 51.0-100.0 | 1.00 | 3.23 | 0.00 | 0.00 | |
| > 100.0 | 1.00 | 3.23 | 0.00 | 0.00 | |
| Hospitalization | |||||
| HS-Yes | 30.00 | 96.77 | 4.00 | 57.14 | <0.05 |
| HD = 6-10 days | 14.00 | 45.16 | 2.00 | 28.57 | |
| Oxygen administration | |||||
| HFNCO2 | 4.00 | 12.90 | 0.00 | 0.00 | <0.05 |
| LFNCO2 | 16.00 | 51.61 | 2.00 | 28.57 | |
| Outcomes | |||||
| C-No | 27.00 | 87.10 | 0.00 | 100.00 | <0.05 |
| PICU Yes | 7.00 | 22.58 | 0.00 | 0.00 | |
| Deceased | 2.00 | 6.45 | 0.00 | 0.00 | |
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