To Establish a Blood Transfusion Prediction Model for Liver Transplantation Patients Based on PBM

To Establish a Prediction Model of Massive Blood Transfusion for Liver Transplantation Patients Based on Patient Blood Management

Based on the principle of patient blood management, this study aims to reduce the risk of blood transfusion in allogeneic liver transplantation patients, to ensure the safety of blood transfusion, and to provide new methods and basis for restrictive blood transfusion.

Study Overview

Status

Unknown

Intervention / Treatment

Detailed Description

  1. Preoperative variables and statistical analysis of a large number of intraoperative blood transfusions in allogeneic liver transplantation patients were performed to screen preoperative variables.
  2. Models were established by machine learning algorithms to predict a large number of blood transfusions during surgery, providing a reference for preoperative blood preparation and postoperative outcome.

Study Type

Observational

Enrollment (Anticipated)

2000

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Contact

Study Locations

    • Hunan
      • Changsha, Hunan, China, 410006
        • Recruiting
        • The Third Xiangya Hospital of Central South University
        • Contact:

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Ages Eligible for Study

18 years to 65 years (Adult, Older Adult)

Accepts Healthy Volunteers

N/A

Genders Eligible for Study

All

Sampling Method

Probability Sample

Study Population

Allogeneic liver transplantation surgery

Description

Inclusion Criteria:

  • 48h preoperative biochemical indicators, blood general indicators, coagulation test complete

Exclusion Criteria:

  • 1. Inspection information is not detailed 2. Blood transfusion information is not detailed 3.Postoperative medical record information is not detailed

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

  • Observational Models: Cohort
  • Time Perspectives: Cross-Sectional

Cohorts and Interventions

Group / Cohort
Intervention / Treatment
Liver transplant
  1. 18 years to 65
  2. 48h preoperative biochemical indicators, blood general indicators, coagulation test complete
blood transfusion

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
one year mortality
Time Frame: 2019-2021
All-cause mortality
2019-2021

Secondary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Intraoperative blood transfusion
Time Frame: 2019-2021
Intraoperative blood component input
2019-2021

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Anticipated)

March 20, 2019

Primary Completion (Anticipated)

December 1, 2019

Study Completion (Anticipated)

December 31, 2021

Study Registration Dates

First Submitted

January 20, 2019

First Submitted That Met QC Criteria

January 20, 2019

First Posted (Actual)

January 24, 2019

Study Record Updates

Last Update Posted (Actual)

February 21, 2019

Last Update Submitted That Met QC Criteria

February 20, 2019

Last Verified

February 1, 2019

More Information

Terms related to this study

Other Study ID Numbers

  • ThirdXiangyaLTP

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

Undecided

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

Clinical Trials on Blood Transfusion Complication

Clinical Trials on Liver transplant

3
Subscribe