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Objective:To evaluate the performance of an artificial intelligent (AI)-based automated digital cell morphology analyzer (hereinafter referred as AI morphology analyzer) in detecting peripheral white blood cells (WBCs).Methods:A multi-center study. 1. A total of 3010 venous blood samples were collected from 11 tertiary hospitals nationwide, and 14 types of WBCs were analyzed with the AI morphology analyzers. The pre-classification results were compared with the post-classification results reviewed by senior morphological experts in evaluate the accuracy, sensitivity, specificity, and agreement of the AI morphology analyzers on the WBC pre-classification. 2. 400 blood samples (no less than 50% of the samples with abnormal WBCs after pre-classification and manual review) were selected from 3 010 samples, and the morphologists conducted manual microscopic examinations to differentiate different types of WBCs. The correlation between the post-classification and the manual microscopic examination results was analyzed. 3. Blood samples of patients diagnosed with lymphoma, acute lymphoblastic leukemia, acute myeloid leukemia, myelodysplastic syndrome, or myeloproliferative neoplasms were selected from the 3 010 blood samples. The performance of the AI morphology analyzers in these five hematological malignancies was evaluated by comparing the pre-classification and post-classification results. Cohen′s kappa test was used to analyze the consistency of WBC pre-classification and expert audit results, and Passing-Bablock regression analysis was used for comparison test, and accuracy, sensitivity, specificity, and agreement were calculated according to the formula.Results:1. AI morphology analyzers can pre-classify 14 types of WBCs and nucleated red blood cells. Compared with the post-classification results reviewed by senior morphological experts, the pre-classification accuracy of total WBCs reached 97.97%, of which the pre-classification accuracies of normal WBCs and abnormal WBCs were more than 96% and 87%, respectively. 2. The post-classification results reviewed by senior morphological experts correlated well with the manual differential results for all types of WBCs and nucleated red blood cells (neutrophils, lymphocytes, monocytes, eosinophils, basophils, immature granulocytes, blast cells, nucleated erythrocytes and malignant cells r>0.90 respectively, reactive lymphocytes r=0.85). With reference, the positive smear of abnormal cell types defined by The International Consensus Group for Hematology, the AI morphology analyzer has the similar screening ability for abnormal WBC samples as the manual microscopic examination. 3. For the blood samples with malignant hematologic diseases, the AI morphology analyzers showed accuracies higher than 84% on blast cells pre-classification, and the sensitivities were higher than 94%. In acute myeloid leukemia, the sensitivity of abnormal promyelocytes pre-classification exceeded 95%. Conclusion:The AI morphology analyzer showed high pre-classification accuracies and sensitivities on all types of leukocytes in peripheral blood when comparing with the post-classification results reviewed by experts. The post-classification results also showed a good correlation with the manual differential results. The AI morphology analyzer provides an efficient adjunctive white blood cell detection method for screening malignant hematological diseases.
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Objective:To investigate the clinical, imaging and gene variation characteristics of hereditary spastic paraplegia type 74 caused by mutations in IBA57 gene. Methods:A retrospective analysis was performed on 2 cases of autosomal recessive spastic paraplegia caused by mutations in IBA57 gene who visited the Department of Neurology, the Affiliated Wuxi Children′s Hospital of Nanjing Medical University in 2010 and 2021, and the patients′ clinical data were collected. Results:The 2 patients were siblings with onset age of 4 years and 7 months, 1 year and 3 months, respectively. The same compound heterozygous mutations in IBA57 gene were found in the sibling patients [c.473G>C (p.R158P) and c.697C>T (p.R233X)]. Both patients were diagnosed as spastic paraplegia type 74. They had mild to moderate gait abnormalities, optic atrophy, decreased vision, and leukodystrophy with periventricular white matter abnormality, but no obvious growth and mental retardation in developmental assessment. Conclusions:Cases of spastic paraplegia type 74 caused by compound heterozygous mutations in IBA57 gene mainly manifested as childhood onset and slowly progressive inferior spasmodic weakness. The patients did not display significant cognitive impairment, and imaging examinations showed obvious leukodystrophy.
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Objective To explore the changes and clinical significance of interleukin-1β (IL-1 β) and aquaporin 4 (AQP4) in children with hand-foot-mouth disease (HFMD) combined with encephalitis.Methods From January 2014 to June 2016,30 cases of HFMD patients without encephalitis in Wuxi Children's Hospital were selected as the general group,at an average age of (2.1 ± 1.1) years,including 13 male and 17 female.Thirty cases of HFMD combined with encephalitis were selected as the observation group,at an average age of (2.4 ± 1.2)years,including 12 male and 18 female.Twenty-six non-HFMD patients who underwent minor operations for inguinal hernia or hydrocele of testis were selected as the serum control group,including 25 male and 1 female.Twenty-six patients with non-infectious neurological disorders in the neurology department in the same period were selected as the cerebrospinal fluid control group,including 10 male and 16 female.The levels of AQP4 and IL-1β in children were detected by adopting enzyme-linked immuno sorbent assay(ELISA).Results The levels of IL-1β in cerebrospinal fluid in the acute phase and recovery phase of the observation group were (95.04 ± 20.06) ng/L and (77.63 ±14.51) ng/L respectively,while the levels of AQP4 in cerebrospinal fluid were (16.87 ± 10.02) ng/L and (9.13 ±6.64) ng/L respectively.The levels of IL-1β in serum in the acute phase of the observation group and the general group were (82.40 ± 18.56) ng/L and (50.20 ± 24.22) ng/L respectively.The levels of IL-1β,AQP4 in cerebrospinal fluid were significantly higher in the acute phase of the observation group compared with the controls,and the differences were statistically significant(all P ＜ 0.05).The levels of IL-1β and AQP4 in the recovery phase were lower than those in the acute stage,and the differences were statistically significant(all P ＜ 0.05).The levels of IL-1β in serum was significantly higher in the acute phase of the observation group compared with the general group,and the difference was statistically significant (P ＜ 0.05).The level of IL-1β in serum were significantly higher in the general group compared with the controls,and the difference was statistically significant (P ＜ 0.05).Conclusions AQP4 and IL-1β may participate in the pathological course of HFMD combined with encephalitis by promoting brain edema,which can be used as one of the laboratory indicators for early diagnosis of the severity of the disease.
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Objective@#To establish a set of rules for autoverification of blood analysis, in order to provide a way to validate autoverification rules for different analytical systems, which can ensure the accuracy of test results as well as shorten turnaround time (TAT) of test reports.@*Methods@#A total of 34 629 EDTA-K2 anticoagulated blood samples were collected from multicenter cooperative units including the First Hospital of Jinlin University during January 2017 to November 2017. These samples included: 3 478 cases in Autoverification Establishment Group, including 288 cases for Delta check rules; 5 362 cases in Autoverification Validation Group, including 2 494 cases for Delta check; 25 789 cases in Clinical Application Trial Group. All these samples were analyzed for blood routine tests using Sysmex XN series automatic blood analyzers.Blood smears, staining and microscopic examination were done for each sample; then the clinical information, instrument parameters, test results and microscopic results were summarized; screening and determination of autoverification conditions including parameters and cutoff values were done using statistical analysis. The autoverification rules were input into Sysmex Laboman software and undergone stage Ⅰ validation using simulated data, and stage Ⅱ validation for post-analytical samples successively. True negative, false negative, true positive, false positive, autoverification pass rate and passing accuracy were calculated. Autoverification rules were applied to autoverification blood routine results and missed detection rates were validated, and also data of autoverification pass rate and TAT were obtained.@*Results@#(1)The selected autoverification conditions and cutoff values included 43 rules involving WBC, RBC, PLT, Delta check and abnormal characteristics. (2)Validation of 3 190 cases in Autoverification Establishment Group showed the false negative rate was 1.94%(62/3 190)(P<0.001), autoverification pass rate was 76.74%, passing accuracy was 97.47%; Validation of 2 868 cases in Autoverification Validation Group, the false negative rate was 3.38%(97/2 868)(P=0.002), autoverification pass rate was 42.26%, passing accuracy was 92.00%; Validation of Delta check on 288 cases in Autoverification Establishment Group and 2 494 cases in Autoverification Validation Group showed the false negative rates were respectively 1.39% and 2.61%(P<0.001). (3)Three hospitals adopted these rules of autoverification for 25 789 blood routine samples, and found that the average TAT of blood routine test reports were shortened by 24min, 32min and 7min respectively, the rate of samples reported within 30min were elevated by 33%, 53% and 7%. The autoverification pass rates were 72%-74%.@*Conclusions@#The application of this set of 43 autoverification rules in blood sample analysis can ensure test quality while shortenTAT and improve work efficiency. It is worth pointing out that for the same analytical systems in this research, validation is necessary before application of this set of rules, and periodic validation is required during application to make necessary adjustment; for different analytical systems, as this research provide a way to establish autoverification rules for blood routine tests.Clinical labs may establish their own suitable autoverification rules on the basis of technological parameters. (Chin J Lab Med, 2018, 41: 601-607)
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objective To determine a proper fiducial photography distance setting for ideal amptitied endoscopic imaging of parathyroid gland by high definition endoscopy system.Methods 30 patients were operated with MIVAT mode (modified Miccoli's approach) for treatment of thyroid carcinoma from Apr.2013 to Mar.2014.High definition imaging was established by Image 1 Endoscopy System(Karl Storz Co.) to observe parathyroid gland and related fine anatomical structures during surgery.5 fiducial photography distances (1.0/1.5/2.0/2.5/3.0 cm) were separately tested during surgery.Maximally amplified parathyroid gland images of each setting were obtained by the approaching-amplifying photographic method,and then the size of the real parathyroid glands as well as their screen images were measured and recorded to calculate the magnification.A proper fiducial photography distance setting was determined postoperatively by comparison of the magnification times,as well as clarity,stability of the imaging and surgical maneuverability.Results ①90 parathyroid glands were successfully observed and measured.②At the longest fiducial photography distance (3.0 cm),the parathyroid gland could be stably magnified by 14.26±3.06(long trail)/12.62±2.88 (wide trail)times,but their contour and color not clear.③At the intermediate distance (2.5 cm),the parathyroid gland could be magnified by 16.74±3.15 (long trail)/14.81± 3.47(wide trail)times with the graphics stable,and the color and contour more clear,but the vascular pedicle and the tiny vessels under the capsule still blurred.④At the shortest distance (1.0 cm),the parathyroid gland could be magnified by 27.72±6.45 (long trail)/26.33±7.22(wide trail)times,not only the color and contour,but also the vascular pedicle and the tiny vessels under the capsule of the gland became further clearer,unfortunately the graphics was shimmy and unstable.Conclusions ①2.5 cm can be a proper fiducial photography distance for searching,identifying and preserving parathyroid gland in MIVAT,while 1.0 cm can be a special fiducial photography distance for further confirming parathyroid gland when necessary.② Current high definition endoscopy system can be applied to identify the parathyroid gland if fiducial photography distance was properly set and approachingamplifying photographic method was used.Along with the magnification of the imaging,the features of the parathyroid gland may become clearer,including its yellow-brown color and oval contour,as well as the detail structures such as the tiny vessels under the capsule and the vascular pedicle.
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Objective To analyze changes in the percentages of circulating follicular helper T (Tfh) cells and Tfh subsets in patients with systemic lupus erythematosus (SLE) for better understanding their relationships with SLE , and to investigate effects of steroids on circulating Tfh cells .Methods Pe-ripheral blood mononuclear cells (PBMCs) from 27 patients with SLE (including 10 inactive patients and 17 active patients ) and 21 sex-and age-matched healthy donors were analyzed by flow cytometry to detect the percentage of CD4+CD45RA-CXCR5+Tfh-like cells.Disease activity and the concentration of anti-double-stranded DNA ( anti-dsDNA) antibody were evaluated by SLEDAI score ( SLE disease activity index ) and ELISA, respectively.PBMCs from healthy donors were treated with or without prednisone to evaluate its effects on circulating Tfh cells .Twelve patients with SLE were treated with high-dose steriods ( 200-500 mg/d, 2-3 d) and the percentages of circulating Tfh cells and Tfh subsets in them were analyzed before and after treatment .Results No significant difference in the percentage of circulating Tfh cells was ob-served between patients with SLE and healthy donors (P>0.05), but the percentage of Tfh17 cells in pa-tients with SLE was significantly higher than that in healthy donors (P<0.05).Compared with patients with inactive SLE and healthy donors , patients with active SLE had a lower percentage of Tfh 1 cells (P<0.05).Moreover, the percentage of Tfh1 cells was negatively correlated with SLEDAI score (r=-0.44, P<0.05). The percentage of Tfh2 cells in anti-dsDNA antibody-positive group was significantly higher than that in anti-dsDNA antibody-negative group (P<0.05).In vitro treatment of PBMCs from healthy donors with predni-sone could significantly down-regulate the percentage of circulating Tfh (P<0.01), Tfh1 (P<0.05) and Tfh2 cells (P<0.01), and up-regulate the percentage of Tfh17 cells (P<0.01).In vivo treatment of pa-tients with SLE with steriods could significantly down-regulate the percentage of circulating Tfh (P<0.01), Tfh1 (P<0.05) and Tfh2 cells (P<0.01) and up-regulate the percentage of Tfh17 cells (P<0.01).Con-clusion Abnormal distribution of Tfh subsets is correlated with SLE disease activity and anti -dsDNA anti-body .Steroids in the treatment of SLE could affect the percentage of circulating Tfh cells and the distribution of Tfh subsets .
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Hyperparathyroidism is an important complication of thyroid surgery.Identification is the premise of intraoperative pretection.At present,identification of the parathyroid gland relies on personal experience of surgeons.Amplifying display of endoscope or surgical magnifying glass,the use of dyeing agent such as methylene blue,nanocarbon,5-ALA or BB5-G1,the use of radionuclide imaging and contact endoscope,and biopsy like intraoperative frozen pathological examination and FNA are all important trials.This article is going to make a review of the methods.
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Objective To comprehend spatial characteristics of the cavity created by a working space market.Methods 40 patients were successively operated according to the surgJical mode of minimally invasive video-assisted thyroidectomy from Jan.2010 to Aug.2010.Instead of hand-retraction.a mechanical arm-working space marker type I(WSM-I(R)，MIEO Medinstr Co.Ltd，China)，was applied to establish a working space.After the pathway making，a cavity above the gland was created and adjusted properly by the space maker，and then，endoscopic view was built and manipulation in the cavity was progressed throughout the later process.Geometric measurement of the cavity were performed at abasic space positionjust after the initial cavitation，and parameters such as length，width and height of the cavity were measured with a specifically scale-marked puncture needle(MC1820，Bard4(R)Max·Cor(R)Instrument)through mini-holes lay in the lifting hook(φ4mm，middle point and distant point).Results13 cases received a lobectomy and isthmectomy.The other 27 cases received a partial thyroidectomy.Dimensional parameters were calculated as below.①The basic length of cavity button was(4.35±0.39)cm.The basic width of cavity button(distance at central point)was(4.66±0.53)cm.The basic central height of cavity was( 1.36±0.34)cm.The maximal central height archived by readjusting was(1.66±0.32)cm and a height increase of0.3 cm can be achieved(22.1％).②The basic peripheral height was(0.98±0.29)cm.The maximal peripheral height archived by readjusting directionally was(1.33±0.14)cm and a height increase of 0.35 cm can be achieved(35.7％).③Statistic analysis yielded a negative correlation between the cavity volume and the size of the nodule.Conclusions The working space created by WSM-I appears to be an laigh and irregular trapezoid stock with oblique roof formed by lifting hook.Although vertical height，especially the peripheral height，is a major restrictive dimension，the cavity can still be usable and enough for factual observation and manipulation，due tocompensating effectof endoscope，finite space requirement of harmonica anddirectional volume shiftingof WSM.