Feeding Intolerance Risk Prediction Model in Patients With Enteral Nutrition Through Nasogastric Tube

Enteral Nutrition Clinical Trial

Official title:

Feeding Intolerance Risk Prediction Model in Patients With Enteral Nutrition Through Nasogastric Tube

Clinical Trial Details — Status: Not yet recruiting

Administrative data

• NCT number: NCT05900167
• Other study ID #: IIT-2023-0054
• Status: Not yet recruiting
• Start date: June 1, 2023
• Est. completion date: October 1, 2024

Study information

• Verified date: June 2023
• Source: RenJi Hospital
• Contact: n/a
• Is FDA regulated: No
• Study type: Observational

Clinical Trial Summary

To explore the risk factors of enteral feeding intolerance in critically ill patients, build a risk prediction model and verify it, in order to provide reference for early identification and screening of high-risk groups

Description:

Based on the previous literature study, the risk factors of enteral feeding intolerance in critically ill patients were obtained, and the general demographic, disease and treatment information of patients were collected. Four machine learning algorithms, namely traditional logistic regression, random forest, support vector machine and naive Bayes, were used to construct risk prediction models, and the optimal model was selected and verified by comparing the model performance

Recruitment information / eligibility

• Status: Not yet recruiting
• Enrollment: 442
• Est. completion date: October 1, 2024
• Est. primary completion date: October 1, 2024
• Accepts healthy volunteers: No
• Gender: All
• Age group: 18 Years and older

Eligibility

Inclusion Criteria:

• The nutritional status of the patient is assessed by the doctor and the need for enteral nutrition is determined;Patients with first nasogastric tube insertion and successful enteral feeding;There was no gastrointestinal discomfort before enteral nutrition;Patients (or family members) authorized to participate in this study and signed informed consent

Exclusion Criteria:

• Previous gastrointestinal disease or gastrointestinal surgery;enteral nutrition through gastrostomy tube or jejunostomy tube;discontinuation or suspension of enteral nutrition for special reasons other than feeding intolerance;Patients with serious lack of clinical data

Related Conditions & MeSH terms

• Enteral Nutrition

Intervention

Behavioral:
• enteral nutrition
The nutritional status of the patient is assessed by the physician to determine the need for enteral nutrition

Locations

Country	Name	City	State
n/a

Sponsors (1)

Lead Sponsor	Collaborator
Xiao Jie Chen

Outcome

Type	Measure	Description	Time frame	Safety issue
Primary	Feeding intolerance	Any symptoms of gastrointestinal adverse reactions are defined as feeding intolerance	Follow-up was considered complete when the patient reached 7 days of enteral nutrition, the patient was transferred from the ICU, or the patient experienced nutritional interruption for other reasons