1.Application of Artificial Intelligence Bone Marrow Cell Recognition and Analysis System in Auxiliary Diagnosis of Hematological Disease.
Yan HUANG ; Yun-Ke WAN ; Jian-Lan LI
Journal of Experimental Hematology 2025;33(4):1203-1208
OBJECTIVE:
To investigate the clinical application value of artificial intelligence (AI)-based bone marrow cell recognition and analysis system in the diagnosis of hematological diseases.
METHODS:
The bone marrow smears of hematological patients who were admitted to The Second Hospital of Shanxi Medical University from 2018 to 2020 were retrospectively analyzed. A total of 115 bone marrow smears with clear diagnosis and typical cell morphology characteristics were selected, including 20 cases of immune thrombocytopenia(ITP), 11 cases of iron deficiency anemia (IDA), 17 cases of megaloblastic anemia (MA), 20 cases of chronic myeloid leukemia (CML), 17 cases of acute lymphoblastic leukemia (ALL), 23 cases of acute promyelocytic leukemia (APL), and 7 cases of acute myeloid leukemia unclassified (AML-M2). The samples were analyzed by manual microscopic examination, AI automatic recognition, and manual correction after AI recognition.
RESULTS:
The images captured by the AI device were clear, and the cell morphological structures were distinct. The average experimental diagnostic efficiency parameters of the bone marrow nucleated cells classified in this system were calculated. The sensitivity was 74.90%, specificity was 99.03%, and accuracy was 98.29%. In the comparison between the AI recognition group and the manual examination group, the data of IDA, ITP, MA, and CML diseases were all greater than 0.85 in ICC correlation coefficient, with excellent consistency; the data of APL, AML-M2, and ALL three diseases were between 0.6 and 0.85 in ICC correlation coefficient, with moderate consistency. However, after manual review and correction, the ICC correlation coefficient between the data of the AI correction group and the data from the manual examination group was greatly improved.
CONCLUSION
The AI bone marrow cell recognition and analysis system has the characteristics of high accuracy, high specificity, good sensitivity and fast detection. When used in combination with manual review, it can improve the detection efficiency of bone marrow cells morphological analysis and meet the needs of clinical work.
Humans
;
Artificial Intelligence
;
Hematologic Diseases/diagnosis*
;
Bone Marrow Cells/pathology*
;
Retrospective Studies
2.Characteristics and Risk Analysis of COVID-19 Infection in Patients with Multiple Myeloma after Autologous Hematopoietic Stem Cell Transplantation.
Meng-Meng PAN ; Shi-Wei JIN ; Wan-Yan OUYANG ; Yan WAN ; Yi TAO ; Yuan-Fang LIU ; Wei-Ping ZHANG ; Jian-Qing MI
Journal of Experimental Hematology 2025;33(5):1358-1365
OBJECTIVE:
To retrospectively analyze the characteristics and influencing factors of COVID-19 infection in patients with multiple myeloma (MM) who underwent autologous hematopoietic stem cell transplantation (AHSCT).
METHODS:
The clinical data of MM patients who underwent AHSCT in Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine from May 26, 2021 to December 26, 2022 were collected. The onset of COVID-19 infection, corresponding symptoms and laboratory tests were followed up in outpatient or by the means of telephone contact and online questionnaires. Related analysis was then performed.
RESULTS:
This study included 96 patients, and 72 cases among them were infected with COVID-19 while 24 cases were uninfected. Logistic regression analysis showed that vaccination did not significantly reduce the risk of COVID-19 infection, but patients who received two doses of the vaccine had a lower risk of developing moderate and severe disease than those who did not receive or received one dose (OR =0.06, P =0.029). Patients who received daratumumab before had a higher risk of COVID-19 infection (OR =5.78, P =0.039), while those with a history of immunomodulatory drugs (IMiDs) had the opposite effect (OR =0.31, P =0.028). The use of both drugs did not affect the severity of COVID-19 infection.
CONCLUSION
For MM patients undergoing AHSCT as first-line chemotherapy, COVID-19 vaccination does not significantly reduce the infection rate, but it plays a role in preventing moderate and severe cases. The application of antineoplastic drugs with different mechanisms has a certain impact on the susceptibility to the COVID-19, which should be considered comprehensively when creating treatment plans.
Humans
;
Multiple Myeloma/complications*
;
COVID-19/epidemiology*
;
Hematopoietic Stem Cell Transplantation
;
Transplantation, Autologous
;
Retrospective Studies
;
Risk Assessment
;
Risk Factors
;
Male
;
Female
;
Middle Aged
;
SARS-CoV-2
;
Adult
;
Antibodies, Monoclonal
3.Expert consensus on the application of nasal cavity filling substances in nasal surgery patients(2025, Shanghai).
Keqing ZHAO ; Shaoqing YU ; Hongquan WEI ; Chenjie YU ; Guangke WANG ; Shijie QIU ; Yanjun WANG ; Hongtao ZHEN ; Yucheng YANG ; Yurong GU ; Tao GUO ; Feng LIU ; Meiping LU ; Bin SUN ; Yanli YANG ; Yuzhu WAN ; Cuida MENG ; Yanan SUN ; Yi ZHAO ; Qun LI ; An LI ; Luo BA ; Linli TIAN ; Guodong YU ; Xin FENG ; Wen LIU ; Yongtuan LI ; Jian WU ; De HUAI ; Dongsheng GU ; Hanqiang LU ; Xinyi SHI ; Huiping YE ; Yan JIANG ; Weitian ZHANG ; Yu XU ; Zhenxiao HUANG ; Huabin LI
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(4):285-291
This consensus will introduce the characteristics of fillers used in the surgical cavities of domestic nasal surgery patients based on relevant literature and expert opinions. It will also provide recommendations for the selection of cavity fillers for different nasal diseases, with chronic sinusitis as a representative example.
Humans
;
Nasal Cavity/surgery*
;
Nasal Surgical Procedures
;
China
;
Consensus
;
Sinusitis/surgery*
;
Dermal Fillers
4.Effects of Chrysanthemi Flos on blood pressure of spontaneously hypertensive rats based on its antioxidant activity in vitro and in vivo
Xin LU ; Liu-Ji ZHANG ; Kai-Yan LI ; Wan-Qian TU ; Jian-Xia WANG
The Chinese Journal of Clinical Pharmacology 2024;40(4):564-568
Objective To study the effects of Chrysanthemum Flos on blood pressure of spontaneously hypertensive rats(SHR)and evaluate its antioxidant activity in vitro and in vivo.Methods SHR were randomly divided into model,control and experimental-L,-H groups with 10 rats per group,and 10 WKY rats as blank group.Experimental-H,-L groups were given 2.10 and 0.525 g·kg-1 Chrysanthemum Flos extract by gavage;control group received 5.25 mg·kg-1 losartan by gavage;blank and model groups were given the same volume of 0.9%NaCl solution by gavage.Rats in each group were gavaged once a day for 8 weeks.After 8 weeks of continuous intragastric administration,the systolic blood pressure(SBP)and diastolic blood pressure(DBP)were observed.The contents of catalase(CAT),superoxide dismutase(SOD),glutathione peroxidase(GSH)and malondialdehyde(MDA)in serum were measured with kit colorimetry method.The in vitro free radical scavenging rates of Chrysanthemum Flos extract were detected by 1,1-diphenyl-2-picrylhydrazyl(DPPH)and 2,2'-amino-di(2-ethyl-benzothiazoline sulphonic acid-6)ammonium salt(ABTS)methods.Results The SBP of blank,model,control and experimental-H,-L groups were(132.00±2.45),(204.00±4.55),(171.00±2.16),(181.00±3.74)and(184.67±4.78)mmHg;the DBP were(73.33±4.03),(175.67±3.40),(120.33±0.94),(125.33±2.87)and(125.67±2.36)mmHg;the contents of serum CAT were(9.24±3.99),(8.40±2.98),(9.24±2.42),(8.59±2.70)and(8.49±1.47)U·mL-1;the contents of serum SOD were(122.40±12.30),(75.30±28.37),(125.39±31.35),(110.92±26.14)and(103.37±22.31)U·mL-1;the contents of serum GSH were(117.93±10.18),(78.29±23.68),(118.57±26.08),(109.89±20.52)and(98.73±14.71)U·mL-1;the contents of serum MDA were(8.36±2.08),(8.45±3.38),(8.22±3.04),(7.09±3.21)and(7.24±3.32)nmol·L 1,respectively.Compared with model group,the differences of above indicators in control group and experimental-H,-L groups were statistically significant(P<0.05,P<0.01).Chrysanthemum Flos extract showed certain free radical scavenging ability in vitro.The highest scavenging rates of DPPH and ABTS were 90.29%and 92.67%,respectively.Conclusion Chrysanthemum Flos extract had good antihypertensive activity.The antioxidation ability might be its antihypertensive mechanisms.
5.Xinfeng Capsule alleviates interleukin-1β-induced chondrocyte inflammation and extracellular matrix degradation by regulating the miR-502-5p/TRAF2/NF-κB axis
Qiao ZHOU ; Jian LIU ; Lei WAN ; Yan ZHU ; Yajun QI ; Yuedi HU
Journal of Southern Medical University 2024;44(1):108-118
Objective To investigate the mechanism that mediates the inhibitory effect of Xinfeng Capsule(XFC)on interleukin(IL)-1β-induced impairment of chondrocytes.Methods XFC-medicated serum was collected from SD rats with XFC gavage,and its optimal concentration for chondrocyte treatment was determined using Cell Counting Kit-8 assay and flow cytometry.Dual luciferase reporter analysis was performed to analyze the targeting relationship between miR-502-5p and TRAF2.In cultured human chondrocytes induced with IL-1β,the effects of transfection with miR-502-5p inhibitor and XFC-medicated serum,alone or in combination,on expression levels of IL-1β,tumor necrosis factor-α(TNF-α),IL-4,and IL-10 were examined with ELISA,and the changes in the expressions of collagen type Ⅱ alpha 1(COL2A1),matrix metalloproteinase 13(MMP13),adisintegrin and metalloproteinase with thrombospondin motifs 5(ADAMTS5),and miR-502-5p/TRAF2/NF-κB axis gene expression were detected using RT-qPCR,Western blotting,and immunofluorescence assay.Results In cultured human chondrocytes,treatment with IL-1β significantly decreased the cell viability,increased cell apoptosis rate,lowered miR-502-5p,IL-4,IL-10,and COL2A1 expressions,and enhanced IL-1β,TNF-α,ADAMTS5,MMP13,TRAF2,and NF-κB p65 expressions(P<0.05),and these changes were significantly improved by treatment with XFC-medicated serum at the optimal concentration of 20%(P<0.05).Transfection of the chondrocytes with miR-502-5p inhibitor resulted in elevated expressions of IL-1β,TNF-α,ADAMTS5,MMP13,TRAF2,and NF-κB p65 and lowered expressions of miR-502-5p,IL-4,IL-10,and COL2A1,and XFC-medicated serum obviously reversed the effects of miR-502-5p inhibitor.Conclusion XFC can inhibit IL-1β-induced inflammatory response and ECM degradation in cultured human chondrocytes possibly by regulating the miR-502-5p/TRAF2/NF-κB axis.
6.A prospective study on association between sleep duration and the risk of chronic obstructive pulmonary disease in adults in Suzhou
Mengshi YANG ; Xikang FAN ; Jian SU ; Xinglin WAN ; Hao YU ; Yan LU ; Yujie HUA ; Jianrong JIN ; Pei PEI ; Canqing YU ; Dianjianyi SUN ; Jun LYU ; Ran TAO ; Jinyi ZHOU
Chinese Journal of Epidemiology 2024;45(3):331-338
Objective:To investigate the prospective association of sleep duration with the development of chronic obstructive pulmonary disease (COPD) in adults in Suzhou.Methods:The study used the data of 53 269 participants aged 30-79 years recruited in the baseline survey from 2004 to 2008 and the follow-up until December 31, 2017 of China Kadoorie Biobank (CKB) conducted in Wuzhong District, Suzhou. After excluding participants with airflow limitation, self-reported chronic bronchitis/emphysema/coronary heart disease history at the baseline survey and abnormal or incomplete data, a total of 45 336 participants were included in the final analysis. The association between daily sleep duration and the risk for developing COPD was analyzed by using a Cox proportional hazard regression model, and the hazard ratio ( HR) values and their 95% CI were calculated. The analysis was stratified by age, gender and lifestyle factors, and cross-analysis was conducted according to smoking status and daily sleep duration. Results:The median follow-up time was 11.12 years, with a total of 515 COPD diagnoses in the follow-up. After adjusting for potential confounders, multifactorial Cox proportional hazard regression analysis showed that daily sleep duration ≥10 hours was associated with higher risk for developing COPD ( HR=1.42, 95% CI: 1.03-1.97). The cross analysis showed that excessive daily sleep duration increased the risk for COPD in smokers ( HR=2.49, 95% CI: 1.35-4.59, interaction P<0.001). Conclusion:Longer daily sleep duration (≥10 hours) might increase the risk for COPD in adults in Suzhou, especially in smokers.
7.Xinfeng Capsule alleviates interleukin-1β-induced chondrocyte inflammation and extracellular matrix degradation by regulating the miR-502-5p/TRAF2/NF-κB axis
Qiao ZHOU ; Jian LIU ; Lei WAN ; Yan ZHU ; Yajun QI ; Yuedi HU
Journal of Southern Medical University 2024;44(1):108-118
Objective To investigate the mechanism that mediates the inhibitory effect of Xinfeng Capsule(XFC)on interleukin(IL)-1β-induced impairment of chondrocytes.Methods XFC-medicated serum was collected from SD rats with XFC gavage,and its optimal concentration for chondrocyte treatment was determined using Cell Counting Kit-8 assay and flow cytometry.Dual luciferase reporter analysis was performed to analyze the targeting relationship between miR-502-5p and TRAF2.In cultured human chondrocytes induced with IL-1β,the effects of transfection with miR-502-5p inhibitor and XFC-medicated serum,alone or in combination,on expression levels of IL-1β,tumor necrosis factor-α(TNF-α),IL-4,and IL-10 were examined with ELISA,and the changes in the expressions of collagen type Ⅱ alpha 1(COL2A1),matrix metalloproteinase 13(MMP13),adisintegrin and metalloproteinase with thrombospondin motifs 5(ADAMTS5),and miR-502-5p/TRAF2/NF-κB axis gene expression were detected using RT-qPCR,Western blotting,and immunofluorescence assay.Results In cultured human chondrocytes,treatment with IL-1β significantly decreased the cell viability,increased cell apoptosis rate,lowered miR-502-5p,IL-4,IL-10,and COL2A1 expressions,and enhanced IL-1β,TNF-α,ADAMTS5,MMP13,TRAF2,and NF-κB p65 expressions(P<0.05),and these changes were significantly improved by treatment with XFC-medicated serum at the optimal concentration of 20%(P<0.05).Transfection of the chondrocytes with miR-502-5p inhibitor resulted in elevated expressions of IL-1β,TNF-α,ADAMTS5,MMP13,TRAF2,and NF-κB p65 and lowered expressions of miR-502-5p,IL-4,IL-10,and COL2A1,and XFC-medicated serum obviously reversed the effects of miR-502-5p inhibitor.Conclusion XFC can inhibit IL-1β-induced inflammatory response and ECM degradation in cultured human chondrocytes possibly by regulating the miR-502-5p/TRAF2/NF-κB axis.
8.Construction of Chinese Herbal Medicine Traceability System Based on Influencing Factors of Chinese Herbal Medicine Quality
Kunyang LAI ; Jiancai XIAO ; Binbin YAN ; Xiufu WAN ; Jian YANG ; Guangxing MENG ; Chuanzhi KANG ; Kai SUN ; Yan ZHANG ; Lanping GUO
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(7):215-224
As a Chinese saying goes, "good Chinese medicinal material makes good medicine", the quality of Chinese herbal medicines is related to the development prospect of Chinese medicine industry in China. With the rapid development of new technologies such as traceability methods and monitoring instruments, it is imperative to integrate and innovate traditional Chinese herbal medicines with new-generation information technology in view of the quality problems existing in the current production and circulation of Chinese herbal medicines, and it is of great significance for the construction of traceability system to ensure the quality and safety of Chinese herbal medicines and to promote the industry of Chinese herbal medicines to move towards high-quality development. This paper reviews the development history of the traceability system of Chinese herbal medicines in China, takes the influencing factors of the quality of Chinese herbal medicines as the entry point, and proposes that the construction of the traceability system should satisfy the traceability requirements of the characteristics of Chinese herbal medicines and their traditional medication experience. By analyzing the influencing factors of the quality of Chinese herbal medicines, it is pointed out that focusing on the influencing factors to build a traceability system is of great significance for targeting the problematic links at a later stage and exploring the interrelationship between environmental factors and the quality of Chinese herbal medicines. Based on the previous explorations, the author summarizes the system framework, functional modules and practical applications of the traceability system of Chinese herbal medicines, and looks forward to the development of a traceability system with risk early warning function and expert decision-making function in its functional development. Finally, based on the factors affecting the quality of Chinese herbal medicines, the author puts forward several thoughts on construction of the traceability system, and makes an in-depth analysis and puts forward a solution for the current situation that a unified, standardized and universal traceability system has not yet been built, with a view to providing ideas and references for the construction of traceability system of Chinese herbal medicines.
9.Surveillance of antifungal resistance in clinical isolates of Candida spp.in East China Invasive Fungal Infection Group from 2018 to 2022
Dongjiang WANG ; Wenjuan WU ; Jian GUO ; Min ZHANG ; Huiping LIN ; Feifei WAN ; Xiaobo MA ; Yueting LI ; Jia LI ; Huiqiong JIA ; Lingbing ZENG ; Xiuhai LU ; Yan JIN ; Jinfeng CAI ; Wei LI ; Zhimin BAI ; Yongqin WU ; Hui DING ; Zhongxian LIAO ; Gen LI ; Hui ZHANG ; Hongwei MENG ; Changzi DENG ; Feng CHEN ; Na JIANG ; Jie QIN ; Guoping DONG ; Jinghua ZHANG ; Wei XI ; Haomin ZHANG ; Rong TANG ; Li LI ; Suzhen WANG ; Fen PAN ; Jing GAO ; Lu JIANG ; Hua FANG ; Zhilan LI ; Yiqun YUAN ; Guoqing WANG ; Yuanxia WANG ; Liping WANG
Chinese Journal of Infection and Chemotherapy 2024;24(4):402-409
Objective To monitor the antifungal resistance of clinical isolates of Candida spp.in the East China region.Methods MALDI-TOF MS or molecular methods were used to re-identify the strains collected from January 2018 to December 2022.Antifungal susceptibility testing was performed using the broth microdilution method.The susceptibility test results were interpreted according to the breakpoints of 2022 Clinical and Laboratory Standards Institute(CLSI)documents M27 M44s-Ed3 and M57s-Ed4.Results A total of 3 026 strains of Candida were collected,65.33%of which were isolated from sterile body sites,mainly from blood(38.86%)and pleural effusion/ascites(10.21%).The predominant species of Candida were Candida albicans(44.51%),followed by Candida parapsilosis complex(19.46%),Candida tropicalis(13.98%),Candida glabrata(10.34%),and other Candida species(0.79%).Candida albicans showed overall high susceptibility rates to the 10 antifungal drugs tested(the lowest rate being 93.62%).Only 2.97%of the strains showed dose-dependent susceptibility(SDD)to fluconazole.Candida parapsilosis complex had a SDD rate of 2.61%and a resistance rate of 9.42%to fluconazole,and susceptibility rates above 90%to other drugs.Candida glabrata had a SDD rate of 92.01%and a resistance rate of 7.99%to fluconazole,resistance rates of 32.27%and 48.24%to posaconazole and voriconazole non-wild-type strains(NWT),respectively,and susceptibility rates above 90%to other drugs.Candida tropicalis had resistance rates of 29.55%and 26.24%to fluconazole and voriconazole,respectively,resistance rates of 76.60%and 21.99%to posaconazole and echinocandins non-wild-type strains(NWT),and a resistance rate of 2.36%to echinocandins.Conclusions The prevalence and species distribution of Candida spp.in the East China region are consistent with previous domestic and international reports.Candida glabrata exhibits certain degree of resistance to fluconazole,while Candida tropicalis demonstrates higher resistance to triazole drugs.Additionally,echinocandins resistance has emerged in Candida albicans,Candida glabrata,Candida tropicalis,and Candida parapsilosis.
10.Effect of usnic acid on malignant behavior of gastric cancer cells investigated based on CCL2-CCR2 signal axis
Xiaoli TENG ; Zhaohong SHI ; Qingbin MENG ; Xiaoli ZHOU ; Yan LIAO ; Ying WAN ; Jian YANG
Chinese Journal of Immunology 2024;40(8):1665-1670
Objective:To investigate impacts of usnic acid(UA)on malignant behavior of gastric cancer cells by regulating the chemokine(C-C motif)ligand 2(CCL2)-CCL2 receptor(CCR2)signal axis.Methods:SGC-7901 cells,a well growing human gastric cancer cell line,were treated with different concentrations of UA,which were grouped into low concentration(UA-L)group(62.5 μmol/L UA),medium concentration(UA-M)group(125 μmol/L UA)and high concentration(UA-H)group(250 μmol/L UA);meantime,the cells were transfected with CCL2 overexpression vector(pc DNA3.1 CCL2),empty vector(pc DNA3.1),silenced CCL2(si CCL2)and negative control(si control),and SGC-7901 cells were treated with 250 μmol/L UA,labeled as UA-H+pc DNA3.1 CCL2 group,UA-H+pc DNA3.1 group,UA-H+si control group and UA-H+si CCL2 group,another untreated SGC-7901 cells were taken as the control group.Flow cytometry,MTT and qRT-PCR were applied to detect cell apoptosis,proliferation,and expres-sion levels of CCL2 and CCR2 mRNA;Western blot was applied to detect expression levels of PD-L1,apoptotic protein(Bax),proli-ferative protein(CyclinD1,CCL2,CCR2)and immune escape related protein(B7H1);after co-culturing with CD8+T cells isolated and cultured in vitro,ELISA was applied to detect levels of IL-4,IFN-γ and IL-10 in the supernatant.Gastric cancer cells in each group were co-cultured with activated peripheral blood mononuclear cell(PBMC)1∶1 for 72 hours,and the sensitivity of gastric can-cer cells in each group to T-cell-mediated killing was compared.Results:Compared with control group,cell proliferation rate,IL-10 level,CyclinD1,PD-L1,CCL2,CCR2 and B7H1 protein and mRNA expressions,cell counts after co-culturing with activated PBMC 1∶1 for 72 hours in UA-L group,UA-M group and UA-H group were obviously reduced,while apoptosis rate,IL-4 and IFN-γ levels,Bax protein expression were obviously increased(P<0.05);compared with UA-H+pc DNA3.1 group,cell proliferation rate,IL-10 level,CyclinD1,PD-L1,CCL2,CCR2 protein and mRNA expressions,cell counts after co-culturing with activated PBMC 1∶1 for 72 hours in UA-H+pc DNA3.1 CCL2 group were obviously increased,while apoptosis rate,IL-4 and IFN-γ levels,and Bax protein ex-pression were obviously reduced(P<0.05);compared with UA-H+si control group,cell proliferation rate,IL-10 level,CyclinD1,PD-L1,CCL2,CCR2 and B7H1 protein and mRNA expressions,cell counts after co-culturing with activated PBMC 1∶1 for 72 hours in UA-H+si CCL2 group were obviously reduced,while apoptosis rate,IL-4 and IFN-γ levels and Bax protein expression were obviously increased(P<0.05).Conclusion:UA can inhibit gastric cancer cells proliferation,immune escape,and induce apoptosis,which may be related to the inhibition of the CCL2-CCR2 signaling axis.

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