The pathogenesis of thrombocytopenia can be divided into increased destruction (ID) of platelets in the peripheral blood and decreased production (DP) of platelets in the bone marrow. This study aimed to analyze the efficacy of immature platelet fraction (IPF) related parameters, including the IPF count (IPF#), IPF percentage (IPF%) and highly fluorescence IPF percentage (H-IPF%), measured by XN-9000, in the differential diagnosis of thrombocytopenia. One hundred and twenty healthy volunteers were enrolled in the healthy control (HC) group, and 180 thrombocytopenia patients were grouped into either the increased destruction (ID) group or the decreased production (DP) group according to their final diagnosis. IPF# was significantly lower in the DP group than in the ID and HC groups (P < .01). Among the three groups, the ID group had the highest IPF% and H-IPF%, and the HC group had the lowest IPF% and H-IPF%. The differences between the three groups were all statistically significant (P < .01). In differentiating the ID patients from the DP patients, the areas under the operating characteristics curve of IPF#, IPF% and H-IPF% were 0.859, 0.944 and 0.930, respectively. False positive rates were below 0.04 when IPF#, IPF% and H-IPF% were above 2.65, 7.55 and 2.35, respectively. IPF related parameters showed high efficacy in the differential diagnosis of thrombocytopenia. However, due to the small numerical values of the IPF related parameters in some thrombocytopenia patients, the fluctuations of IPF% and H-IPF% should also be taken into consideration. Though H-IPF% is a new parameter, its effectiveness in the differential diagnosis of thrombocytopenia is not better than IPF%’s.

The study aimed to evaluate the effectiveness of learning blood cell morphology by learning on our Artificial intelligence (AI)-based online platform.Our study is based on mixed-methods sequential ...

This study seeks to evaluate the diagnostic value of D-Dimer Plus and Innovance D-Dimer as well as the age-adjusted cutoff value for D-dimer detection in combination with 4 pretest probability (PTP) scores for deep venous thrombosis (DVT). A total of 688 patients referred for lower extremity vascular compression venous ultrasonography for suspected DVT from January 2016 to May 2018 in the First Affiliated Hospital of Sun Yat-sen University underwent D-dimer tests combining with 4 PTP scores. The diagnostic efficacy of the Wells score was the highest of the 4 PTP scores. The diagnostic efficacy of Innovance D-Dimer for DVT was greater than that of D-Dimer Plus, with better sensitivity and negative predictive value, which were both greater than 98%. If the cutoff values were adjusted by age, the Innovation D-Dimer could further improve both the specificity and the positive predictive value, providing better diagnostic performance. When the 2 D-dimer detections were used in combination with 4 PTP scores for DVT diagnosis, separately, both the positive predictive value and the negative predictive value significantly improved for D-Dimer Plus, and the positive predictive values significantly improved for Innovance D-Dimer. However, the sensitivity, specificity, and negative predictive values did not obviously change. For our patients, Wells score had the best diagnostic efficacy for our patients with suspected DVT among the 4 PTP scores. Innovance D-Dimer in combination with age-adjusted cutoff values exhibited increased sensitivity and negative predictive value for DVT diagnosis and was equivalent to the diagnostic efficacy of the Innovance D-Dimer in combination with PTP scores.

Background: Although dysplasia plays an important role in the diagnosis of myelodysplasia syndrome (MDS), its morphologic variety and irregularity result in difficulties in its clinical application. Methods: Bone marrow smears from cases with MDS and non-clonal disease were collected and performed microscopy analysis. We respectively recorded the percentage of specific dysplastic cells (PSDC) and incidence of specific dysplasia (ISD) of each dysplastic type in three hematopoietic cell lineages for the comprehensive analysis of diagnostic efficacy to MDS. Results: Compared with non-clonal anemia, the PSDCs and ISDs of the four specific dysplastic types as petal nucleus and internuclear bridging in erythroid lineage, pseudo-Pelger-Huet in granulocytic lineage and lymphoid small megakaryocyte in megakaryocytic lineage were significantly higher in MDS; and their area under the curves were all greater than 0.600. If the dysplastic rate in each lineage was higher than 10%, their corresponding false positive rates (FPRs) were below 0.033, 1 × 10⁻⁴ and 1 × 10⁻⁴, respectively. If the dysplastic rates in three cell lineages reached 0.065, 0.045 and 0.040, respectively, their corresponding FPRs were all below 0.050. Conclusion: Four specific dysplastic types possess higher diagnostic efficacy for the diagnosis of MDS. Though the dysplastic rate over 10% in any hematopoietic cell lineage presents a lower FPR, it is possibly considered to lower the diagnostic threshold of MDS if a specific dysplastic type with higher diagnostic efficacy presents.