1.Role of hippocampal activating transcription factor 5 in cognitive impairment induced by neuropathic pain in mice: relationship with mitochondrial unfolded protein response
Fei XING ; Xiaoshan SHI ; Yaowei XU ; Xin WEI ; Mingcui QU ; Dan CHENG ; Jingjing YUAN ; Zhongyu WANG ; Na XING ; Yanna LI
Chinese Journal of Anesthesiology 2025;45(3):329-334
Objective:To evaluate the role of hippocampal activating transcription factor 5 (ATF5) in cognitive impairment induced by neuropathic pain and the relationship with mitochondrial unfolded protein response(mtUPR) in mice.Methods:This study was conducted in 2 parts. Experiment Ⅰ Twenty-four SPF healthy male C57BL/6 mice, aged 6-8 weeks, weighing 20-25 g, were divided into 2 groups ( n=12 each) using a random number table method: sham operation group (S1 group) and neuropathic pain group (NP group). Neuropathic pain was induced by chronic constriction injury to the sciatic nerve. The mechanical paw withdrawal threshold (MWT) and thermal paw withdrawal latency (TWL) were measured before developing the model and at 7, 14, 21 and 28 days after developing the model. Mouse cognitive function was assessed using the novel object recognition test from 30-31 days after developing the model. After the end of the novel object recognition test, mice were sacrificed and the hippocampal CA1 region was harvested for determination of the expression of ATF5 (by Western blot) and the expression of ATF5 in neurons, microglia and astrocytes (by immunofluorescence double staining). Experiment Ⅱ Thirty-six SPF healthy male C57BL/6 mice, aged 6-8 weeks, weighing 20-25 g, were divided into 3 groups ( n=12 each) using a random number table method: sham operation group (S2 group), neuropathic pain + ATF5 up-regulation group (NA group), and neuropathic pain + empty virus group (NE group). On day 14 after developing the model, a virus that specifically up-regulated ATF5 expression in neurons and empty virus were injected into the hippocampal CA1 region. The MWT and TWL were measured at days 28 and 35 after developing the model. The novel object recognition test was performed on day 36 after developing the model to evaluate the cognitive function. After the end of the behavioral test, mice were sacrificed and the hippocampal CA1 region was harvested for detection of the expression of ATF5 and mtUPR marker proteins (Lon protease [LONP1] and heat shock protein 60 [HSP60]) by Western blot. Results:Experiment Ⅰ Compared with S1 group, no statistically significant change was found in the MWT and TWL before developing the model ( P>0.05), the MWT and TWL were significantly decreased on days 7, 14, 21 and 28 after developing the model, the discrimination index (DI) was decreased at day 31 after developing the model, the expression of ATF5 was down-regulated, the expression of ATF5 in neurons was down-regulated ( P<0.05), and no statistically significant change was found in the expression of ATF5 in mircrolia and astrocytes in NP group ( P>0.05). Experiment Ⅱ Compared with S2 group, the MWT and TWL were significantly decreased on days 28 and 35 after developing the model in NE group and NA group, DI was decreased, and the expression of ATF5, LONP1 and HSP60 was down-regulated in NE group ( P<0.05), and no significant change was found in NA group ( P>0.05). Compared with NE group, no significant change was found in the MWT and TWL in NA group ( P>0.05), DI was significantly increased, and the expression of ATF5, LONP1 and HSP60 was up-regulated in NA group ( P<0.05). Conclusions:Down-regulated ATF5 in the hippocampus is involved in the process of cognitive impairment caused by neuropathic pain, and the mechanism may be related to the inhibition of mtUPR.
2.Shexiang Tongxin Dropping Pill Improves Stable Angina Patients with Phlegm-Heat and Blood-Stasis Syndrome: A Multicenter, Randomized, Double-Blind, Placebo-Controlled Trial.
Ying-Qiang ZHAO ; Yong-Fa XING ; Ke-Yong ZOU ; Wei-Dong JIANG ; Ting-Hai DU ; Bo CHEN ; Bao-Ping YANG ; Bai-Ming QU ; Li-Yue WANG ; Gui-Hong GONG ; Yan-Ling SUN ; Li-Qi WANG ; Gao-Feng ZHOU ; Yu-Gang DONG ; Min CHEN ; Xue-Juan ZHANG ; Tian-Lun YANG ; Min-Zhou ZHANG ; Ming-Jun ZHAO ; Yue DENG ; Chang-Jiang XIAO ; Lin WANG ; Bao-He WANG
Chinese journal of integrative medicine 2025;31(8):685-693
OBJECTIVE:
To evaluate the efficacy and safety of Shexiang Tongxin Dropping Pill (STDP) in treating stable angina patients with phlegm-heat and blood-stasis syndrome by exercise duration and metabolic equivalents.
METHODS:
This multicenter, randomized, double-blind, placebo-controlled clinical trial enrolled stable angina patients with phlegm-heat and blood-stasis syndrome from 22 hospitals. They were randomized 1:1 to STDP (35 mg/pill, 6 pills per day) or placebo for 56 days. The primary outcome was the exercise duration and metabolic equivalents (METs) assessed by the standard Bruce exercise treadmill test after 56 days of treatment. The secondary outcomes included the total angina symptom score, Chinese medicine (CM) symptom scores, Seattle Angina Questionnaire (SAQ) scores, changes in ST-T on electrocardiogram and adverse events (AEs).
RESULTS:
This trial enrolled 309 patients, including 155 and 154 in the STDP and placebo groups, respectively. STDP significantly prolonged exercise duration with an increase of 51.0 s, compared to a decrease of 12.0 s with placebo (change rate: -11.1% vs. 3.2%, P<0.01). The increase in METs was significantly greater in the STDP group than in the placebo group (change: -0.4 vs. 0.0, change rate: -5.0% vs. 0.0%, P<0.01). The improvement of total angina symptom scores (25.0% vs. 0.0%), CM symptom scores (38.7% vs. 11.8%), reduction of nitroglycerin consumption (100.0% vs. 11.3%), and all domains of SAQ, were significantly greater with STDP than placebo (all P<0.01). The changes in Q-T intervals at 28 and 56 days from baseline were similar between the two groups (both P>0.05). Twenty-five participants (16.3%) with STDP and 16 (10.5%) with placebo experienced AEs (P=0.131), with no serious AEs observed.
CONCLUSION
STDP could improve exercise tolerance in patients with stable angina and phlegm-heat and blood stasis syndrome, with a favorable safety profile. (Registration No. ChiCTR-IPR-15006020).
Humans
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Double-Blind Method
;
Drugs, Chinese Herbal/adverse effects*
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Male
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Female
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Middle Aged
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Angina, Stable/physiopathology*
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Aged
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Syndrome
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Treatment Outcome
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Placebos
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Tablets
3.Role of hippocampal activating transcription factor 5 in cognitive impairment induced by neuropathic pain in mice: relationship with mitochondrial unfolded protein response
Fei XING ; Xiaoshan SHI ; Yaowei XU ; Xin WEI ; Mingcui QU ; Dan CHENG ; Jingjing YUAN ; Zhongyu WANG ; Na XING ; Yanna LI
Chinese Journal of Anesthesiology 2025;45(3):329-334
Objective:To evaluate the role of hippocampal activating transcription factor 5 (ATF5) in cognitive impairment induced by neuropathic pain and the relationship with mitochondrial unfolded protein response(mtUPR) in mice.Methods:This study was conducted in 2 parts. Experiment Ⅰ Twenty-four SPF healthy male C57BL/6 mice, aged 6-8 weeks, weighing 20-25 g, were divided into 2 groups ( n=12 each) using a random number table method: sham operation group (S1 group) and neuropathic pain group (NP group). Neuropathic pain was induced by chronic constriction injury to the sciatic nerve. The mechanical paw withdrawal threshold (MWT) and thermal paw withdrawal latency (TWL) were measured before developing the model and at 7, 14, 21 and 28 days after developing the model. Mouse cognitive function was assessed using the novel object recognition test from 30-31 days after developing the model. After the end of the novel object recognition test, mice were sacrificed and the hippocampal CA1 region was harvested for determination of the expression of ATF5 (by Western blot) and the expression of ATF5 in neurons, microglia and astrocytes (by immunofluorescence double staining). Experiment Ⅱ Thirty-six SPF healthy male C57BL/6 mice, aged 6-8 weeks, weighing 20-25 g, were divided into 3 groups ( n=12 each) using a random number table method: sham operation group (S2 group), neuropathic pain + ATF5 up-regulation group (NA group), and neuropathic pain + empty virus group (NE group). On day 14 after developing the model, a virus that specifically up-regulated ATF5 expression in neurons and empty virus were injected into the hippocampal CA1 region. The MWT and TWL were measured at days 28 and 35 after developing the model. The novel object recognition test was performed on day 36 after developing the model to evaluate the cognitive function. After the end of the behavioral test, mice were sacrificed and the hippocampal CA1 region was harvested for detection of the expression of ATF5 and mtUPR marker proteins (Lon protease [LONP1] and heat shock protein 60 [HSP60]) by Western blot. Results:Experiment Ⅰ Compared with S1 group, no statistically significant change was found in the MWT and TWL before developing the model ( P>0.05), the MWT and TWL were significantly decreased on days 7, 14, 21 and 28 after developing the model, the discrimination index (DI) was decreased at day 31 after developing the model, the expression of ATF5 was down-regulated, the expression of ATF5 in neurons was down-regulated ( P<0.05), and no statistically significant change was found in the expression of ATF5 in mircrolia and astrocytes in NP group ( P>0.05). Experiment Ⅱ Compared with S2 group, the MWT and TWL were significantly decreased on days 28 and 35 after developing the model in NE group and NA group, DI was decreased, and the expression of ATF5, LONP1 and HSP60 was down-regulated in NE group ( P<0.05), and no significant change was found in NA group ( P>0.05). Compared with NE group, no significant change was found in the MWT and TWL in NA group ( P>0.05), DI was significantly increased, and the expression of ATF5, LONP1 and HSP60 was up-regulated in NA group ( P<0.05). Conclusions:Down-regulated ATF5 in the hippocampus is involved in the process of cognitive impairment caused by neuropathic pain, and the mechanism may be related to the inhibition of mtUPR.
4.Echocardiographic study on the diurnal changes of the exercise adaptability of cardiac function in healthy men with different ages
Xiangwu WANG ; Changyang XING ; Yang QU ; Wei HU ; Lijun YUAN
Chinese Journal of Ultrasonography 2024;33(5):415-420
Objective:To reveal the diurnal variation characteristics of the exercise adaptability of cardiac function in healthy men of different ages by the analysis of echocardiographic parameter changes before and after exercise intervention using the left ventricular pressure-strain loop techniques.Methods:A prospective control design was used to collect 193 healthy male volunteers from October 2022 to July 2023 in Tangdu Hospital, 101 in the young group [(26±5) years old], and 92 in the middle-aged group [(50±4) years old]. The heart rate, blood pressure and routine echocardiographic parameters were collected at rest and after exercise stress (3-minute step test) at 7∶00 a.m.and 10∶00 p.m., respectively. The heart rate, blood pressure cardiac output, and echocardiographic parameters [anteroposterior diameter of left atrium (LAD), ratio of peak early diastolic flow velocity to late diastolic peak flow velocity of mitral valve (E/A), left ventricular ejection fraction (LVEF), left ventricular end diastolic diameter (LVEDD), left ventricular end systolic diameter (LVEDS)] were then determined. The parameters of myocardial work including left ventricular longitudinal strain (GLS), global work index (GWI), global work efficiency (GWE), global constructive work (GCW) and global wasted work (GWW) were obtained by left ventricular pressure-strain loop technique. The differences of the parameters above between before and after step test, morning and night, young group and middle-aged group were compared.Results:The heart rate, blood pressure and cardiac output of young and middle-aged healthy men increased significantly in the morning and night step test (all P<0.05), GLS, GWI, GCW and GWW were significantly higher than those in resting state (all P<0.05), and GWE was significantly lower than that in resting state ( P<0.05). The change rates of heart rate, cardiac output, GLS, GWI and GCW in the early morning were significantly higher than those at night (all P<0.05), while the change rates of blood pressure and GWE in each group were significantly lower than those at night ( P<0.05). The change rates of heart rate, systolic blood pressure, GLS and GWI in the middle-aged group were significantly higher than those in the young group in the morning and night (all P<0.05), while the change rate of diastolic blood pressure at night was significantly higher than that in the young group ( P<0.05), but there was no significant difference in the morning ( P>0.05). Conclusions:The cardiac adaptability of healthy men has obvious circadian rhythm, characterized by being of low in the morning and high in the evening. Age mainly affects the cardiac adaptability in the morning. The response to low-intensity load stimulation increases with aging, indicating the decrease of morning cardiac adaptability.
5.Research on the clinical application effect of transcranial ultrasound patch probe
Bin ZHANG ; Changyang XING ; Wei HU ; Yang QU ; Jia WANG ; Xi ZHANG ; Yunyou DUAN ; Tiesheng CAO ; Lijun YUAN
Chinese Journal of Ultrasonography 2024;33(8):697-702
Objective:To evaluate the performance of the self-developed transcranial ultrasound patch probe as well as its stability and safety in clinical applications.Methods:This study was a cross-sectional study. Fifty healthy subjects in Tangdu Hospital from October to December 2023 were randomly and equally divided into two groups using a simple randomization method. The transcranial Doppler ultrasound (TCD) examinations were performed using the self-developed transcranial ultrasound patch probe and normal TCD probe alternatively in each group from squatting to sitting and then to standing posture. Two experienced sonographers (A, B) each completed one test for the same subject using the above two different probes. The differences of the ultrasound parameters of middle cerebral artery (MCA) blood flow measured by the self-developed transcranial ultrasound patch probe and the normal TCD probe in different postures (squatting, sitting, standing) were compared. At the same time, operator satisfaction with the use of the two probes was assessed in terms of time taken to obtain satisfactory images, operational comfort, and ease of handling. In addition, the subject's comfort during the examination was examined, and the signal acquisition stability of the two probes was comprehensively evaluated.Results:There was no significant difference in detection of various ultrasound parameters of MCA between using the transcranial patch probe and the normal TCD probe (all P>0.05). The overall satisfaction of transcranial ultrasound patch probe and normal TCD probe was quite similar. The transcranial ultrasound patch probe acquired favorable and stable signals. No subjects experienced adverse events/accidents during the examination of the subjects using the transcranial ultrasound patch probe as well as the normal TCD probe.Both probes had good and stable signal acquisition. Conclusions:TCD examinations could be well performed using the transcranial ultrasound patch probe, which might provide a potential new method for real-time monitoring and evaluating of cerebral blood flow of a moving subject.
6.A survey on the management status and indicators of pathogen detection rate before antimicrobial treatment of inpatients in 265 medical institu-tions in Guangdong Province
Jia-jin CHEN ; Zhen-feng ZHONG ; Shi-yun WANG ; Ting HUANG ; Shu-xian CHEN ; Chen ZHU ; Yi-nan LI ; Li-li PENG ; Yuan-chun MO ; Min-shan CHEN ; Wei-qing LIN ; Xiu-juan QU ; Fang YU ; Zhi-xing LI ; Shu-mei SUN
Chinese Journal of Infection Control 2024;23(12):1499-1507
Objective To evaluate the management and indicators of pathogen detection before antimicrobial treat-ment for inpatients in second level and above medical institutions(MIs)in Guangdong Province,and provide direc-tion and decision-making basis for the improvement of pathogen detection quality in the region.Methods The ma-nagement status,information system functions,and pathogen detection rate indicators of secondary and above MIs in 21 cities in Guangdong Province was surveyed through online questionnaire surveys and system submission.A baseline survey on sentinel monitoring MIs was conducted from July 15th to August 8th,2023.From November 7th to 30th,a baseline survey on non-sentinel monitoring MIs was launched.Surveys on indicator information of all MIs were completed from January 15th to 30th,2024.Results A total of 265 MIs were surveyed,and the proportions of establishing special working groups(83.98%),developing special action improvement plans(79.01%),estab-lishing pathogen detection rate management systems(91.71%),and developing management assessment plans(76.80%)of tertiary MIs were all higher than that of secondary MIs,differences were all statistically significant(all P<0.05).The proportion of tertiary MIs with various information system functions was higher than that of secondary MIs(all P<0.05).The pathogen detection rate(61.07%)before antimicrobial treatment and health-care-associated infection(HAI)diagnosis-related pathogen detection rate(88.00%)of inpatients in tertiary MIs were both higher than those in secondary MIs(both P<0.05).Among different types of MIs,pathogen detection rate before antimicrobial treatment of inpatients in maternal and child health MIs was higher than that in other types of MIs.HAI diagnosis-related pathogen detection rate in other specialized hospitals was the highest,and pathogen detection rate before combined use of key antimicrobial treatment in traditional Chinese medicine hospitals was the lowest,differences were all statistically significant(all P<0.05).Conclusion Tertiary MIs have more advantages in management strategies and information technology construction than secondary MIs,secondary MIs need more guidance and support.Monitoring and analysis of pathogen detection rate indicators in MIs of different levels and types should be strengthened through special actions.
7.A survey on the management status and indicators of pathogen detection rate before antimicrobial treatment of inpatients in 265 medical institu-tions in Guangdong Province
Jia-jin CHEN ; Zhen-feng ZHONG ; Shi-yun WANG ; Ting HUANG ; Shu-xian CHEN ; Chen ZHU ; Yi-nan LI ; Li-li PENG ; Yuan-chun MO ; Min-shan CHEN ; Wei-qing LIN ; Xiu-juan QU ; Fang YU ; Zhi-xing LI ; Shu-mei SUN
Chinese Journal of Infection Control 2024;23(12):1499-1507
Objective To evaluate the management and indicators of pathogen detection before antimicrobial treat-ment for inpatients in second level and above medical institutions(MIs)in Guangdong Province,and provide direc-tion and decision-making basis for the improvement of pathogen detection quality in the region.Methods The ma-nagement status,information system functions,and pathogen detection rate indicators of secondary and above MIs in 21 cities in Guangdong Province was surveyed through online questionnaire surveys and system submission.A baseline survey on sentinel monitoring MIs was conducted from July 15th to August 8th,2023.From November 7th to 30th,a baseline survey on non-sentinel monitoring MIs was launched.Surveys on indicator information of all MIs were completed from January 15th to 30th,2024.Results A total of 265 MIs were surveyed,and the proportions of establishing special working groups(83.98%),developing special action improvement plans(79.01%),estab-lishing pathogen detection rate management systems(91.71%),and developing management assessment plans(76.80%)of tertiary MIs were all higher than that of secondary MIs,differences were all statistically significant(all P<0.05).The proportion of tertiary MIs with various information system functions was higher than that of secondary MIs(all P<0.05).The pathogen detection rate(61.07%)before antimicrobial treatment and health-care-associated infection(HAI)diagnosis-related pathogen detection rate(88.00%)of inpatients in tertiary MIs were both higher than those in secondary MIs(both P<0.05).Among different types of MIs,pathogen detection rate before antimicrobial treatment of inpatients in maternal and child health MIs was higher than that in other types of MIs.HAI diagnosis-related pathogen detection rate in other specialized hospitals was the highest,and pathogen detection rate before combined use of key antimicrobial treatment in traditional Chinese medicine hospitals was the lowest,differences were all statistically significant(all P<0.05).Conclusion Tertiary MIs have more advantages in management strategies and information technology construction than secondary MIs,secondary MIs need more guidance and support.Monitoring and analysis of pathogen detection rate indicators in MIs of different levels and types should be strengthened through special actions.
8.Digital Intelligence Drives the High-Quality Development of the Healthcare Service System:Development Mechanisms and Implementation Pathway
Jie PAN ; Tianfeng ZHANG ; Yumeng ZHANG ; Xiaojun LIN ; Weiwei LI ; Chao SONG ; Hongyu LAI ; Xiang YAN ; Xiuli WANG ; Xing QU ; Zijian DENG ; Xin CHEN ; Liming QUAN ; Qijun ZHAO ; Yucheng DONG ; Wei ZHANG ; Kui WU ; Xuefeng TANG
Journal of Sichuan University (Medical Sciences) 2024;55(5):1055-1062
The rapid development of digital intelligence technologies is providing a powerful boost to the high-quality development of the healthcare system.Considering the current state of our healthcare services and guided by General Secretary Xi Jinping's insights on new quality productive forces and the directives from Third Plenary Session of Communist Party of China's 20th Central Committee,the high-quality development of the healthcare service system should focus on digital intelligence technologies such as cloud computing,big data,privacy computing,blockchain,Internet of Things(IoT),mobile computing,and AI.The key measures should include the optimization of production factors,services,and governance.Emphasis should be placed on enhancing the efficient and intensive development of the development model,ensuring the high-quality and continuous integration of the supply model,and transitioning to scientific and modern management methods.Herein,we analyzed the"factor optimization—service optimization—governance optimization"development mechanism driven by digital intelligence and proposed corresponding implementation pathways,intending to provide references for establishing a high-quality and efficient healthcare service system with Chinese characteristics.
9.Effect of gender factor on efficacy of remimazolam combined with alfentanil in patients undergoing gastrointestinal endoscopy
Dan CHENG ; Zhihu YANG ; Yanna LI ; Yan LI ; Mingcui QU ; Wei ZHANG ; Jianjun YANG ; Na XING
Chinese Journal of Anesthesiology 2023;43(1):76-79
Objective:To evaluate the effect of gender factor on efficacy of remimazolam combined with alfentanil in the patients undergoing gastrointestinal endoscopy.Methods:Two hundred patients, aged 18-64 yr, with body mass index of 18-30 kg/m 2, of American Society of Anesthesiologists Physical Status classificationⅠor Ⅱ, scheduled for elective gastrointestinal endoscopy, were divided into 2 groups ( n=100 each) according to gender: male group (group M) and female group (group F). Remimazolam 0.2-0.3 mg/kg and alfentanil 5-7 μg/kg were intravenously injected, remimazolam 0.5-0.7 mg·kg -1·h -1 was continuously infused during operation to maintain the modified observer′s assessment of alert/sedation score<3 points, and alfentanil 2 μg/kg was administered when necessary. The consumption of remimazolam and alfentanil, examination time, recovery time and time of post-anesthesia care unit stay were recorded. The satisfaction scores of examination physicians and patients were recorded. The occurrence of adverse reactions such as injection pain, intraoperative body movement, respiratory depression, hypotension, bradycardia and hiccups and postoperative dizziness, nausea, vomiting, fatigue, abdominal pain and abdominal distension were recorded. Results:There was no significant difference in the consumption of remimazolam and alfentanil, examination time, recovery time, satisfaction scores of examination physicians and patients between the two groups ( P>0.05). There was no significant difference in the incidence of respiratory depression, hypotension, bradycardia, injection pain, body movement, hiccups, abdominal pain, abdominal distension, and fatigue between the two groups ( P>0.05). Compared with group M, the time of post-anesthesia care unit stay was significantly prolonged, and the incidence of postoperative dizziness, nausea and vomiting was increased in group F ( P<0.05). Conclusions:Remimazolam combined with alfentanil provides better efficacy in male patients than in female patients undergoing gastrointestinal endoscopy.
10.A multi-center study on evaluation of leukocyte differential performance by an artificial intelligence-based Digital Cell Morphology Analyzer
Haoqin JIANG ; Wei CHEN ; Jun HE ; Hong JIANG ; Dandan LIU ; Min LIU ; Mianyang LI ; Zhigang MAO ; Yuling PAN ; Chenxue QU ; Linlin QU ; Dehua SUN ; Ziyong SUN ; Jianbiao WANG ; Wenjing WU ; Xuefeng WANG ; Wei XU ; Ying XING ; Chi ZHANG ; Lei ZHENG ; Shihong ZHANG ; Ming GUAN
Chinese Journal of Laboratory Medicine 2023;46(3):265-273
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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