Predicting Severe Outcomes Among Children Hospitalized With Community-acquired Pneumonia
Development and Validation of a Risk Score for Predicting Severe Outcomes Among Children Hospitalized With Community-acquired Pneumonia
1 other identifier
observational
6,000
1 country
1
Brief Summary
In this study, investigators aimed to develop and validate a risk score to predict severe outcomes (e.g., mortality and ICU admission) in children who were admitted to the Children's Hospital of Fudan University between 2017 and 2022 due to community-acquired pneumonia (CAP). The objectives were as follows.
- 1.Develop a risk prediction model based on demographic, comorbidity, clinical characteristics, laboratory data, and chest radiographic reports to predict severe outcomes among children hospitalized with CAP;
- 2.Develop a risk scoring system and determine the cut-off point;
- 3.Externally validate the easy-to-use risk score.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Jan 2017
Longer than P75 for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
Click on a node to explore related trials.
Study Timeline
Key milestones and dates
Study Start
First participant enrolled
January 1, 2017
CompletedPrimary Completion
Last participant's last visit for primary outcome
December 31, 2022
CompletedStudy Completion
Last participant's last visit for all outcomes
December 31, 2022
CompletedFirst Submitted
Initial submission to the registry
February 6, 2023
CompletedFirst Posted
Study publicly available on registry
February 27, 2023
CompletedFebruary 27, 2023
February 1, 2023
6 years
February 6, 2023
February 15, 2023
Conditions
Outcome Measures
Primary Outcomes (1)
in-hospital mortality
in-hospital mortality among children hospitalized with CAP
from admission to discharge, an average of 7 days
Secondary Outcomes (3)
admission to ICU
from admission to discharge, an average of 7 days
septic shock
from admission to discharge, an average of 7 days
treatment for severe pneumonia
from admission to discharge, an average of 7 days
Study Arms (1)
children hospitalized with community-acquired pneumonia
Interventions
epidemiological data (e.g., age, sex, and residential area), clinical characteristics (e.g., fever, cough, and wheeze), laboratory data (e.g., white blood cell, c-reaction protein, and procalcitonin), and chest radiographic reports (e.g., X-ray, CT, and ultrasound)
Eligibility Criteria
This was a retrospective cohort study of children aged between \> 29 days and 18 years old who were admitted to the Children's Hospital of Fudan University in Shanghai, China from January 1, 2017 to December 31, 2022. Children were enrolled if they were hospitalized with signs and symptoms of lower respiratory tract infection and radiographic evidence of pneumonia.
You may qualify if:
- Aged between 29 days and 18 years old;
- Admitted to hospital with signs or symptoms of acute infection (eg, fever) and acute respiratory illness (eg, cough), and radiographic evidence of pneumonia.
You may not qualify if:
- Pneumonia developed 48 hours after admission or intubation;
- Chronic pneumonia, tuberculosis, tracheobronchial foreign bodies, aspiration pneumonia, parasitic lung disease, and diffuse pulmonary interstitial/parenchyma disease.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Children's Hospital of Fudan University
Shanghai, Shanghai Municipality, 201102, China
Related Publications (5)
Riley RD, Ensor J, Snell KIE, Harrell FE Jr, Martin GP, Reitsma JB, Moons KGM, Collins G, van Smeden M. Calculating the sample size required for developing a clinical prediction model. BMJ. 2020 Mar 18;368:m441. doi: 10.1136/bmj.m441. No abstract available.
PMID: 32188600BACKGROUNDTseng CC, Tu CY, Chen CH, Wang YT, Chen WC, Fu PK, Chen CM, Lai CC, Kuo LK, Ku SC, Fang WF. Significance of the Modified NUTRIC Score for Predicting Clinical Outcomes in Patients with Severe Community-Acquired Pneumonia. Nutrients. 2021 Dec 31;14(1):198. doi: 10.3390/nu14010198.
PMID: 35011073BACKGROUNDFlorin TA, Ambroggio L, Brokamp C, Zhang Y, Rattan M, Crotty E, Belsky MA, Krueger S, Epperson TN 4th, Kachelmeyer A, Ruddy R, Shah SS. Biomarkers and Disease Severity in Children With Community-Acquired Pneumonia. Pediatrics. 2020 Jun;145(6):e20193728. doi: 10.1542/peds.2019-3728. Epub 2020 May 13.
PMID: 32404432BACKGROUNDJain S, Williams DJ, Arnold SR, Ampofo K, Bramley AM, Reed C, Stockmann C, Anderson EJ, Grijalva CG, Self WH, Zhu Y, Patel A, Hymas W, Chappell JD, Kaufman RA, Kan JH, Dansie D, Lenny N, Hillyard DR, Haynes LM, Levine M, Lindstrom S, Winchell JM, Katz JM, Erdman D, Schneider E, Hicks LA, Wunderink RG, Edwards KM, Pavia AT, McCullers JA, Finelli L; CDC EPIC Study Team. Community-acquired pneumonia requiring hospitalization among U.S. children. N Engl J Med. 2015 Feb 26;372(9):835-45. doi: 10.1056/NEJMoa1405870.
PMID: 25714161BACKGROUNDFlorin TA, Ambroggio L, Lorenz D, Kachelmeyer A, Ruddy RM, Kuppermann N, Shah SS. Development and Internal Validation of a Prediction Model to Risk Stratify Children With Suspected Community-Acquired Pneumonia. Clin Infect Dis. 2021 Nov 2;73(9):e2713-e2721. doi: 10.1093/cid/ciaa1690.
PMID: 33159514BACKGROUND
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- RETROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
February 6, 2023
First Posted
February 27, 2023
Study Start
January 1, 2017
Primary Completion
December 31, 2022
Study Completion
December 31, 2022
Last Updated
February 27, 2023
Record last verified: 2023-02
Data Sharing
- IPD Sharing
- Will not share