Related Experiment Video
Updated: Oct 18, 2025

Author Spotlight: A Machine-Vision Approach to Transmission Electron Microscopy Workflows, Results Analysis and Data Management
Published on: June 23, 2023
Visions for a JACIE Quality Management System 4.0
John A Snowden1, Eoin McGrath2, Kim Orchard3
1Department of Haematology, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK.
Hematopoietic stem cell transplantation (HSCT) quality management is evolving beyond the current FACT/JACIE system. A new "Optimal Treatment" approach will integrate Medicine 4.0 concepts for improved patient outcomes.
Area of Science:
- Hematology
- Transplantation Medicine
- Quality Management Systems
Background:
- Quality management has been integral to hematopoietic stem cell transplantation (HSCT) since its inception.
- The FACT/JACIE-based quality management system (QMS) has been in place for two decades, improving patient outcomes and facilitating cooperation.
- Current advancements in cellular therapies, targeted treatments, and regulatory demands for advanced therapeutic medicinal products are challenging the existing QMS framework.
Purpose of the Study:
- To propose an evolution of the current quality management system (QMS) for hematopoietic stem cell transplantation (HSCT) based on the Medicine 4.0 concept.
- To redefine quality metrics from "Best Quality Transplant" to "Optimal Treatment," encompassing the entire patient healthcare journey.
- To outline a future direction for HSCT quality management that integrates advanced technologies and broader outcome measures.
Main Methods:
- Conceptual framework development based on Medicine 4.0 principles.
- Review and critique of the current FACT/JACIE-based QMS.
- Proposal for integrating real-time data, artificial intelligence, and harmonized data collection.
Main Results:
- The current QMS is nearing its limits due to the expansion of complex therapies and regulatory requirements.
- A shift towards "Optimal Treatment" is proposed, focusing on overall survival, quality of life, and cost-effectiveness.
- Integration of real-time digitized data collection and analysis, supported by artificial intelligence, is identified as crucial for future decision-making.
Conclusions:
- The existing quality management system for HSCT requires significant updates to accommodate modern therapeutic advancements.
- The Medicine 4.0 concept offers a framework for a more holistic and data-driven approach to HSCT quality.
- Harmonization efforts at institutional, national, and European levels, accelerated by technological advancements, are essential for implementing the next stage of HSCT quality management.
Related Concept Videos
Quality Assurance
Quality Control
Quality control helps track data, visualize trends, and identify variations, making it easier to detect deviations that may affect the accuracy of an analysis. One way to do this is by generating a quality control chart, which...
Introduction to Statistical Process Control
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Integrated Healthcare System

