Objective:Patients undergoing hematopoietic stem cell transplant(HSCT)need frequent transfusions,until their red blood cells(RBCs)and platelets start to recover.The safe transfusion for patients who receive ABO-incomp...Objective:Patients undergoing hematopoietic stem cell transplant(HSCT)need frequent transfusions,until their red blood cells(RBCs)and platelets start to recover.The safe transfusion for patients who receive ABO-incompatible HSCT is essential to the transplant process.To date,there is no user-friendly tool to choose the right blood product for transfusion treatment,despite the number of guidelines and expert advice on the subject.Methods:R/shiny is a powerful programming language for clinical data analysis and visualization.It can create interactive web applications that work in real-time.The web application named TSR was built using R programming,simplifying blood transfusion practice for ABO-incompatible HSCT witha one-click solution.Results:The TSR is divided into four main tabs.The home tab provides an overview of the application,while RBC,plasma and platelet transfusion tabs offer tailored suggestions for blood product selection in each category.Unlike traditional methods that rely on treatment guidelines and specialist consensus,TSR leverages the power of the R/Shiny interface to extract critical content based on user-specified parameters,providing an innovative approach to improve transfusion support.Conclusion:The present study highlights that the TSR enables real-time analysis,and promotes transfusion practice byoffering a unique and efficient one-key output for blood product selection to ABO-incompatible HSCT.TSR has the potential to become a widely-utilized tool for transfusion services,providing a reliable and user-friendly solution that enhances transfusion safety in clinical practice.展开更多
文摘Objective:Patients undergoing hematopoietic stem cell transplant(HSCT)need frequent transfusions,until their red blood cells(RBCs)and platelets start to recover.The safe transfusion for patients who receive ABO-incompatible HSCT is essential to the transplant process.To date,there is no user-friendly tool to choose the right blood product for transfusion treatment,despite the number of guidelines and expert advice on the subject.Methods:R/shiny is a powerful programming language for clinical data analysis and visualization.It can create interactive web applications that work in real-time.The web application named TSR was built using R programming,simplifying blood transfusion practice for ABO-incompatible HSCT witha one-click solution.Results:The TSR is divided into four main tabs.The home tab provides an overview of the application,while RBC,plasma and platelet transfusion tabs offer tailored suggestions for blood product selection in each category.Unlike traditional methods that rely on treatment guidelines and specialist consensus,TSR leverages the power of the R/Shiny interface to extract critical content based on user-specified parameters,providing an innovative approach to improve transfusion support.Conclusion:The present study highlights that the TSR enables real-time analysis,and promotes transfusion practice byoffering a unique and efficient one-key output for blood product selection to ABO-incompatible HSCT.TSR has the potential to become a widely-utilized tool for transfusion services,providing a reliable and user-friendly solution that enhances transfusion safety in clinical practice.
