Constructing a Risk Prediction Model for Intraoperative Hypothermia in Children Under General Anesthesia
Construction of a Risk Prediction Model for Hypothermia During Surgery in Pediatric Under General Anesthesia Based on Machine Learning Algorithm
2 other identifiers
observational
562
1 country
1
Brief Summary
Intraoperative hypothermia refers to a core body temperature below 36.0°C during surgery, which is common in surgical patients. Due to the fact that children's body temperature regulation function is not yet fully developed, they are light in weight, and their blood vessels are superficial, children are very susceptible to the influence of environmental temperature. With the effects of anesthetic drugs, exposure of the surgical field, and disinfection of the surgical area, children face a higher risk of intraoperative hypothermia than adult patients. Studies have shown that the incidence of intraoperative hypothermia can be as high as 80%. Intraoperative hypothermia can lead to increased adverse cardiovascular events, poor coagulation, slower healing of surgical incisions, or wound infection, threatening the health of children, resulting in prolonged postoperative hospitalization and increased hospitalization costs. Therefore, there is an urgent need to develop a tool for predicting intraoperative hypothermia suitable for children, identify high-risk groups early, and take preventive measures as soon as possible, thereby reducing a series of complications caused by hypothermia. The purpose of this study is to clarify the current status and risk factors affecting intraoperative hypothermia in children, to provide a theoretical basis for clinical medical staff to provide intraoperative thermal insulation care for children, and on this basis to construct an intraoperative hypothermia risk prediction model to identify the probability of hypothermia in children at an early stage, so as to take targeted thermal insulation measures.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Jul 2024
1 active site
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Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
July 15, 2024
CompletedFirst Submitted
Initial submission to the registry
March 5, 2025
CompletedFirst Posted
Study publicly available on registry
March 25, 2025
CompletedPrimary Completion
Last participant's last visit for primary outcome
June 1, 2026
ExpectedStudy Completion
Last participant's last visit for all outcomes
June 1, 2026
March 26, 2025
March 1, 2025
1.9 years
March 5, 2025
March 24, 2025
Conditions
Outcome Measures
Primary Outcomes (1)
Core body temperature
Use an infrared electronic ear thermometer to measure the child's eardrum temperature as the core body temperature.
The investigators will measure the child's core body temperature when the child enters the operating room, after induction of anesthesia, and then every 30 minutes until the end of the operation.
Study Arms (2)
Hypothermia
Core body temperature below 36°C during surgery
Non-hypothermia
Core body temperature ≥ 36°C during surgery
Eligibility Criteria
Pediatric surgical patients receiving general anesthesia
You may qualify if:
- Age \< 16 years old;
- Anesthesia includes general anesthesia;
- Anesthesia duration \> 30 minutes.
You may not qualify if:
- Cardiac surgery or other procedures that require lowering the child's body temperature;
- Refusing to participate in this study;
- ASA grade \>Ⅳ;
- Abnormal basal body temperature, preoperative core body temperature \<36.0℃ or \>38.0℃;
- Hyperthyroidism or hypothyroidism and other diseases that affect body temperature;
- The core body temperature cannot be measured due to surgery or ear canal disease.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
The Sixth Affiliated Hospital of Harbin Medical University
Harbin, Heilongjiang, 150023, China
Biospecimen
The investigators will not collect any biological specimens
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Huanglu Lan
The Sixth Affiliated Hospital of Harbin Medical University
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Target Duration
- 1 Day
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Principal Investigator
Study Record Dates
First Submitted
March 5, 2025
First Posted
March 25, 2025
Study Start
July 15, 2024
Primary Completion (Estimated)
June 1, 2026
Study Completion (Estimated)
June 1, 2026
Last Updated
March 26, 2025
Record last verified: 2025-03