Establishment and discussion of autoverification rules for transfusion compatibility testing

To develop an automated verification workflow for transfusion compatibility testing (TCT) based on the AUTO10-A guidelines and blood group serology characteristics and to conduct a simulated validation of the test and subtest results by assessing the appropriateness of the autoverification rules.

The accuracy of TCT results is a fundamental prerequisite for ensuring the safety of blood transfusions. However, the verification of these results still requires manual intervention.

Five autoverification rules and their standards were determined: agglutination intensity, normal results, logical relationships, delta checks and interlaboratory test comparisons. The established categories and standards for the five rules were retrospectively validated using 13 506 samples (requests) that had been manually verified in our laboratory from January 2020 to June 2023.

A total of 66 638 test items were involved in the autoverification, with 3844 items violating the verification rules, resulting in a pass rate of 96.10%. Considering individual test items, four tests had a pass rate of more than 90% in both the test item result table and the test subitem result table. However, there were significant differences in the pass rates between different tests. The same conclusion can be drawn when the unit is requests. The different standards set for the agglutination intensity and the delta check in the ABO typing testing subitems showed significant differences in pass rates.

The incorporation of manually verified results into the automated verification simulation indicated that the five rules established in this study have good applicability, and appropriate standards can lead to reasonable pass rates.