Clinical Pneumonia, Infections, Respiratory, Malaria, Plasmodium Falciparum Malaria, Pneumonia, Bacterial, Viral Infection
Conditions
Keywords
Biosignature proteins, Luminex®-based immunoassays, Point-of-care test, Children, Sub-Saharan Africa, Diagnostic Biomarkers, Prognostic Biomarkers, Mediators of Inflammation
Brief summary
Clinical pneumonia is a leading cause of pediatric hospitalization. The etiology is generally bacterial or viral. Prompt and optimal treatment of pneumonia is critical to reduce mortality. However, adequate pneumonia management is hampered by: a) the lack of a diagnostic tool that can be used at point-of-care (POC) and promptly and accurately allow the diagnosis of bacterial disease and b) lack of a prognostic POC test to help triage children in need of intensive assistance. Antibiotic therapy is frequently overprescribed as a result of suspected bacterial infections resulting in development of antibiotic resistance. Conversely, in malaria-endemic areas, antibiotics may also be underprescribed and children with bacterial pneumonia sent home without antibiotic therapy, when the clinical pneumonia is mistakenly attributed to a co-existing malaria infection. The investigators previously identified combinations of protein with 96% sensitivity and 86% specificity for detecting bacterial disease in Mozambican children with clinical pneumonia. The investigators' prior work showed that it is possible to identify biosignatures for diagnosis and prognosis using few proteins. Recently, other authors also identified different accurate biosignatures (e.g., IP-10, TRAIL and CRP). In this study, the investigators propose to validate and improve upon previous biosignatures by testing prior combinations and seeking novel combinations of markers in 900 pediatric inpatients aged 2 months to 5 years with clinical pneumonia in The Gambia. The investigators will also use alternative case criteria and seek diagnostic and prognostic combination of markers. This study will be conducted in Basse, rural Gambia, in two hospitals associated with the Medical Research Council Unity The Gambia (MRCG). Approximately 900 pediatric patients with clinical pneumonia aged 2 months to 5 years of age will be enrolled. Patients will undergo standard of care test and will have blood proteins measured through Luminex®-based immunoassays. Results of this study may ultimately support future development of an accurate point-of-care test for bacterial disease to guide clinicians in choices of treatment and to assist in the prioritization of intensive care in resource-limited settings.
Interventions
None listed
Sponsors
National Institute of Allergy and Infectious Diseases (NIAID)
Medical Research Council Unit, The Gambia, LSTMH
Laboratory of Transnational Immunology, UMC Utrecht
Boston University
Study design
Observational model
CASE_CONTROL
Time perspective
PROSPECTIVE
Eligibility
Sex/Gender
ALL
Age
2 Months to 5 Years
Healthy volunteers
No
Inclusion criteria
Clinical Pneumonia Patients In order to be eligible to participate in this study, an individual must meet all of the following criteria: * Pediatric patients aged between 2 months and 5 years presenting at the screening sites with respiratory symptoms, i.e. cough or difficulty breathing AND * One of the following: Increased respiratory rate for age OR indrawing OR SaO2 \< 93% OR grunting OR MUAC \< 11.5 if child is greater or equal than 6 months of age OR visible wasting AND * Referred to clinician review for probable admission Definition of increased respiratory rate (rr) for age based on the WHO criteria: respiratory rate (rr) \> \> 50 for 2-11 month old; rr \> 40 for 1-5 years old. Inclusion criteria Healthy Controls * No symptoms or signs of any disease * No malaria infection as detected by microscopy or RDT * No history of clinical pneumonia or hospital admission
Exclusion criteria
Clinical Pneumonia Patients An individual who meets any of the following criteria will be excluded from participation in this study: * Suspected tuberculosis based on history of cough lasting \> 2 weeks * Hospital admission in the previous 2 weeks. * Children that show any evidence of other conditions that could be worsened by blood collection will be further excluded from this study.
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Definitive diagnosis of an invasive bacterial disease (versus viral and malarial infection) | At admission | A patient will be assigned to the bacterial (BA) group if he/she has a bacterial pathogen culture of fluid from a normally sterile site (e.g. blood, pleural fluid). Patients will be assigned to the viral (VI) group if they have negative bacteria microbiological tests, negative malaria blood slides, X-ray without endpoint pneumonia (consolidation or pleural effusion50), no evidence of fungal infection, and positive PCR for a viral pathogen from nasopharyngeal swabs. Patients will be assigned to the malarial (MA) group if they have normal X-ray (with neither infiltrates nor endpoint pneumonia), no bacterial infection and \> 0 asexual P. falciparum parasites if they are aged \< 1 year, or \> 2,500 asexual parasites/µl of blood if they are aged \> 1 year. Patients who are admitted with viral infections but who develop bacterial pneumonia during hospitalization will be excluded from VI |
| Poor prognosis of clinical pneumonia | 30 days from admission | Patients will be categorized in the following three groups based on a review of clinical records: a) children who die during or within the first 30 days from admission (all children that meet this criteria), b) children with prolonged hospital stay or who need to have antibiotic therapy changed within 48 hours of admission or who were re-admitted within 30 days from the first admission; and c) children discharged well within 3 days of admission and without the need for a change in antibiotic therapy after admission. |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Need to switch antibiotic therapy | Within the first 3 days of admission | All patients will be classified as either needing or not needing to switch within the first three days of hospitalization their antibiotic therapy prescribed at admission based on a follow-up form |
| Probable bacterial pneumonia (versus viral pneumonia or severe malaria) | At admission | Based on the review of data by an expert panel, patients will be assigned to either: a) the probable bacterial group (BA) or the b) non bacterial group. Data to be reviewed by the panel will include chest X-ray, complete blood cell counts, other laboratory results, the clinical course during admission and following discharge. Children will be assigned to the non bacterial group (i.e, VI or MA) if they have X-ray without endpoint pneumonia, pleural effusion or infiltrates, do not have bacterial infection as per the algorithm for definitive diagnosis and are not classified as bacterial infection by the expert panel. |
| Time to start feeding well | Within the first 5 days of admission | Time to feed well will be defined based on the child examination in the morning within the first 5 days of follow-up that will be recorded in a follow-up form |
| Duration of hospital admission | Within 3 days of hospital discharge | The total length of hospital admission will be calculated in days for each patient based on the difference between the dates of discharge and admission. |
| Oxygen saturation curve | Within the first 5 days of admission | Area under the first five days of the oxygen saturation curve. Oxygen saturation will be recorded daily in the morning in a follow-up form |
Countries
Netherlands, The Gambia, United States
Outcome results
None listed