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Establishment and evaluation of an autoverification scheme for hematology analysis in cancer patients / 中华检验医学杂志
Chinese Journal of Laboratory Medicine ; (12): 1245-1254, 2022.
Article in Chinese | WPRIM | ID: wpr-958651


According to the characteristics and common problems of hematology analysis in cancer patients, an autoverification scheme for cancer patients was formed, and the effectiveness and efficiency of the autoverification scheme were verified.


The hematology review of international consensus and ourselves were respectively combined with Chinese multicenter autoverification rules to form two autoverification schemes. 10 063 blood samples (460 cases reviewed by microscope) were selected as the establishment group. Retrospective judgment was made in the instrument middleware, and various indexes such as autoverification pass rate and missed detection rate of different schemes were compared. By analyzing the data of missed cases one by one, the autoverification rules are adjusted according to the characteristics of diagnosis and treatment of cancer patients. By analyzing the platelet count variation range within 7 days in 19 300 cases, the Delta rules of platelet count were established. The platelet count Delta rules and the adjusted autoverification rules were combined to form the autoverification rules of our hospital and then combined with our hematology review rules to form the autoverification scheme of our hospital. The establishment group and verification group (10 876 cases, including 1 740 cases of microscopic examination) of the autoverification schemes were judged. The recognition function of Ethylenediaminetetraacetic acid-dependent pseudo thrombocytopenia (EDTA-PTCP) and PLT Delta check were programmed in the laboratory information system (LIS), and other rule judgment functions are performed in middleware. After four months of clinical trial application of 61 602 specimens, the effectiveness of our autoverification scheme was comprehensively evaluated.


The autoverification pass rates of international hematology review rules, our review rules, and Chinese multicenter autoverification rules are 46.36%, 52.26%, and the missed detection rates are 2.02%, 1.06%, respectively. The autoverification pass rates of our hospital autoverification scheme in the establishment group and the verification group are 51.19% and 52.78%, the missed detection rates are 0% and 0.03%, and the true positive rate are 100% and 99.95%, respectively. 56.06% of cases were passed automatically during the clinical trial application, and there were no missing cases, the true positive rate is 100%. The performance of our autoverification scheme is superior to the current autoverification schemes combined with mainstream hematology review rules and autoverification rules. The median time of TAT by autoverification was shortened by 15 minutes, and the 90th percentile time was shortened by 58 minutes, which was significantly lower than that of the same period last year. The marker function of "EDTA-PTCP" identified 31 special patients and 68 samples had been analyzed in total. After correction, the median increase of PLT was 76.5×10 9/L ( Z=-7.17, P<0.001).


This study has established an autoverification scheme that combined by rules of hematology review and autoverification rules. It is suitable for cancer patients with high pass rate and very low rate of missed detection. This autoverification scheme can ensure the accuracy of the hematology analysis of cancer patients in our hospital and improve work efficiency.

Full text: Available Index: WPRIM (Western Pacific) Language: Chinese Journal: Chinese Journal of Laboratory Medicine Year: 2022 Type: Article





Full text: Available Index: WPRIM (Western Pacific) Language: Chinese Journal: Chinese Journal of Laboratory Medicine Year: 2022 Type: Article