1.Performance evaluation of AI-enabled blood cell morphology system for peripheral blood smear and application in grading screening network of primary medical care system
Xiaobing SUN ; Gusheng TANG ; Kaiying YUAN ; Duanqin DIAO ; Jun HU ; Xiaoyuan SHI ; Hao YUAN ; Anmei WANG ; Yan FANG ; Liqin JIANG ; Xueliang QIN ; Chun XU ; Qi HOU ; Jiong WU
Chinese Journal of Clinical Laboratory Science 2025;43(4):246-252
Objective To evaluate the recognition capability of AI-enabled Cellsee CS-BM1 automatic cell morphology analyzer for pe-ripheral blood smears and its roles in assisting manual classification,and explore the application value of AI system in the diagnosis network of tiered primary medical units.Methods The blood samples which triggered the re-examination rules were collected from six primary medical units,including the Laboratory Department of Shanghai Jiahui International Hospital,and so on,from March to No-vember 2023.The smears of peripheral blood were prepared and AI analyzer was used for pre-classification to evaluate its recognition performance in identifying the samples with abnormal WBC and RBC.The sensitivity,specificity,and accuracy of WBC classification by six junior and intermediate technicians,both with and without AI assistance,were analyzed.Additionally,the roles of the AI system in tiered diagnosis of primary medical units were also evaluated.Results The sensitivity,specificity,and accuracy of AI system in recognizing malignant primitive cells were 92.86%,95.16%,and 95.10%,respectively.The sensitivities of AI system in recognizing immature granulocytes,reactive lymphocytes,and nucleated RBCs were all greater than 90%.The sensitivity of AI system in identif-ying abnormal morphology of RBCs reached 99.59%,along with rapid quantitative analysis for various anomalous types of RBCs.In AI-assisted mode,the sensitivity of recognition for all cell types was improved to varying degrees by junior and intermediate technicians,and the sensitivity for recognizing malignant primitive cells,reactive lymphocytes,and immature granulocytes increased to 58.24%,53.39%,and 62.37%for junior technicians,and to 92.06%,83.24%,and 83.12%for intermediate technicians,respectively.The improvements for junior technicians were particularly significant,with increases of 12.46%,10.61%,and 3.71%for each cell type,respectively.Both groups achieved higher specificity and accuracy.Through AI pre-classification and manual review,a variety of pe-ripheral blood cell-related diseases were accurately diagnosed in the tiered healthcare practice of primary medical units,including 339 cases(11.13%)of red blood cell diseases,5 cases(0.16%)of platelet diseases,2 343 cases(76.90%)of infection-related disea-ses,and 28 cases(0.92%)of malignant hematological diseases.In addition,332 cases(10.90%)which lacked an obvious related cause or required further examinations were identified as well.Conclusion AI pre-classification has demonstrated strong cell recogni-tion capabilities and may assist technicians in improving the sensitivity,specificity,and accuracy of blood cell classification.AI could en-hance the disease-screening capabilities in the tiered diagnosis network of primary medical units,presenting a broad application prospect.
2.Performance evaluation of AI-enabled blood cell morphology system for peripheral blood smear and application in grading screening network of primary medical care system
Xiaobing SUN ; Gusheng TANG ; Kaiying YUAN ; Duanqin DIAO ; Jun HU ; Xiaoyuan SHI ; Hao YUAN ; Anmei WANG ; Yan FANG ; Liqin JIANG ; Xueliang QIN ; Chun XU ; Qi HOU ; Jiong WU
Chinese Journal of Clinical Laboratory Science 2025;43(4):246-252
Objective To evaluate the recognition capability of AI-enabled Cellsee CS-BM1 automatic cell morphology analyzer for pe-ripheral blood smears and its roles in assisting manual classification,and explore the application value of AI system in the diagnosis network of tiered primary medical units.Methods The blood samples which triggered the re-examination rules were collected from six primary medical units,including the Laboratory Department of Shanghai Jiahui International Hospital,and so on,from March to No-vember 2023.The smears of peripheral blood were prepared and AI analyzer was used for pre-classification to evaluate its recognition performance in identifying the samples with abnormal WBC and RBC.The sensitivity,specificity,and accuracy of WBC classification by six junior and intermediate technicians,both with and without AI assistance,were analyzed.Additionally,the roles of the AI system in tiered diagnosis of primary medical units were also evaluated.Results The sensitivity,specificity,and accuracy of AI system in recognizing malignant primitive cells were 92.86%,95.16%,and 95.10%,respectively.The sensitivities of AI system in recognizing immature granulocytes,reactive lymphocytes,and nucleated RBCs were all greater than 90%.The sensitivity of AI system in identif-ying abnormal morphology of RBCs reached 99.59%,along with rapid quantitative analysis for various anomalous types of RBCs.In AI-assisted mode,the sensitivity of recognition for all cell types was improved to varying degrees by junior and intermediate technicians,and the sensitivity for recognizing malignant primitive cells,reactive lymphocytes,and immature granulocytes increased to 58.24%,53.39%,and 62.37%for junior technicians,and to 92.06%,83.24%,and 83.12%for intermediate technicians,respectively.The improvements for junior technicians were particularly significant,with increases of 12.46%,10.61%,and 3.71%for each cell type,respectively.Both groups achieved higher specificity and accuracy.Through AI pre-classification and manual review,a variety of pe-ripheral blood cell-related diseases were accurately diagnosed in the tiered healthcare practice of primary medical units,including 339 cases(11.13%)of red blood cell diseases,5 cases(0.16%)of platelet diseases,2 343 cases(76.90%)of infection-related disea-ses,and 28 cases(0.92%)of malignant hematological diseases.In addition,332 cases(10.90%)which lacked an obvious related cause or required further examinations were identified as well.Conclusion AI pre-classification has demonstrated strong cell recogni-tion capabilities and may assist technicians in improving the sensitivity,specificity,and accuracy of blood cell classification.AI could en-hance the disease-screening capabilities in the tiered diagnosis network of primary medical units,presenting a broad application prospect.
3.Safety, dosimetry, and efficacy of an optimized long-acting somatostatin analog for peptide receptor radionuclide therapy in metastatic neuroendocrine tumors: From preclinical testing to first-in-human study.
Wei GUO ; Xuejun WEN ; Yuhang CHEN ; Tianzhi ZHAO ; Jia LIU ; Yucen TAO ; Hao FU ; Hongjian WANG ; Weizhi XU ; Yizhen PANG ; Liang ZHAO ; Jingxiong HUANG ; Pengfei XU ; Zhide GUO ; Weibing MIAO ; Jingjing ZHANG ; Xiaoyuan CHEN ; Haojun CHEN
Acta Pharmaceutica Sinica B 2025;15(2):707-721
Peptide receptor radionuclide therapy (PRRT) with radiolabeled SSTR2 agonists is a treatment option that is highly effective in controlling metastatic and progressive neuroendocrine tumors (NETs). Previous studies have shown that an SSTR2 agonist combined with albumin binding moiety Evans blue (denoted as 177Lu-EB-TATE) is characterized by a higher tumor uptake and residence time in preclinical models and in patients with metastatic NETs. This study aimed to enhance the in vivo stability, pharmacokinetics, and pharmacodynamics of 177Lu-EB-TATE by replacing the maleimide-thiol group with a polyethylene glycol chain, resulting in a novel EB conjugated SSTR2-targeting radiopharmaceutical, 177Lu-LNC1010, for PRRT. In preclinical studies, 177Lu-LNC1010 exhibited good stability and SSTR2-binding affinity in AR42J tumor cells and enhanced uptake and prolonged retention in AR42J tumor xenografts. Thereafter, we presented the first-in-human dose escalation study of 177Lu-LNC1010 in patients with advanced/metastatic NETs. 177Lu-LNC1010 was well-tolerated by all patients, with minor adverse effects, and exhibited significant uptake and prolonged retention in tumor lesions, with higher tumor radiation doses than those of 177Lu-EB-TATE. Preliminary PRRT efficacy results showed an 83% disease control rate and a 42% overall response rate after two 177Lu-LNC1010 treatment cycles. These encouraging findings warrant further investigations through multicenter, prospective, and randomized controlled trials.
4.Clinical application value of intracavitary PRP infusion combined with IVF-FET in patients with chronic endometritis
Xiaotong ZHANG ; Xiaoyuan HAO ; Rui FANG ; Shuyao HU ; Linkun MA ; Yaqi ZHAO ; Wei HAN
Chinese Journal of Blood Transfusion 2025;38(3):382-387
[Objective] To evaluate the clinical application value of intrauterine perfusion with platelet-rich plasma (PRP) combined with in vitro fertilization-frozen-thawed embryo transfer (IVF-FET) in patients with chronic endometritis (CE). [Methods] A randomized controlled trial (RCT) was conducted, enrolling 60 CE patients undergoing artificial cycle frozen embryo transfer at our hospital from January 2022 to January 2024. Participants were randomly divided into three groups: Group A (routine frozen embryo transfer, n=20), Group B (routine frozen embryo transfer + one PRP intrauterine perfusion, n=20), and Group C (routine frozen embryo transfer + two PRP intrauterine perfusions, n=20). Endometrial thickness during the transformation and transplantation phases, uterine artery pulsatility index (PI), resistance index (RI), systolic peak velocity/end-diastolic velocity (S/D) ratio during transplantation, serum levels of IL-2, IL-4, IL-6, IL-10, and TNF-α during transplantation, as well as biochemical pregnancy rate, clinical pregnancy rate, live birth rate, and early miscarriage rate were compared across groups. [Results] No significant differences in endometrial thickness were observed among the three groups during the transformation phase (P>0.05). During the transplantation phase, endometrial thickness in Groups C and B was significantly higher than in Group A[9.54 (8.96-10.22) and 8.90 (8.34-9.72) vs 8.37 (7.89-8.75) mm, P<0.05], with Group C showing greater thickness than Group B (Z=3.733, P<0.05). Endometrial thickness in Groups C and B during transplantation was significantly increased compared to their respective transformation phases (Z=2.191, 2.462; P<0.05). Groups C and B exhibited lower PI, RI, and S/D values than Group A[PI:1.87 (1.77-1.97), 1.94 (1.88-2.15) vs 2.43 (2.35-2.49); RI:0.75 (0.73-0.77), 0.78 (0.75-0.81) vs 0.84 (0.83-0.86); S/D:2.61 (2.33-3.42), 3.01 (2.20-3.93) vs 3.72 (3.06-4.49); P<0.05]. Group C demonstrated lower PI and RI than Group B (P<0.05). IL-2 levels in Groups C and B were higher than in Group A[3.88 (2.71-5.01), 3.59 (2.73-4.38) vs 3.16 (2.11-3.25) ng/L, P<0.05], while IL-4, IL-6, IL-10, and TNF-α levels were significantly lower (IL-4: Z=1.428, 2.421; IL-6: Z=1.754, 2.435; IL-10: Z=1.754, 2.854; TNF-α: Z=1.961, 1.765; P<0.05). Group C had lower IL-6 levels than Group B (Z=3.976, P<0.05). Biochemical pregnancy rate, clinical pregnancy rate, and live birth rate in Group C were significantly higher than in Group A (75% vs 40%, 70% vs 35%, 60% vs 20%, P<0.05). No significant differences in early miscarriage rates were observed among the groups (χ2=3.750, P>0.05). [Conclusion] Intrauterine autologous PRP perfusion in CE patients enhances pregnancy and live birth rates, improves pregnancy outcomes post-FET, and demonstrates superior efficacy in endometrial repair and receptivity with two PRP perfusions compared to a single perfusion. This provides a safe and effective therapeutic option for optimizing outcomes in CE patients with prior implantation failure.
5.Engineered platelet-derived exosomal spheres for enhanced tumor penetration and extended circulation in melanoma immunotherapy.
Jian ZHAO ; Xinyan LV ; Qi LU ; Kaiyuan WANG ; Lili DU ; Xiaoyuan FAN ; Fei SUN ; Fengxiang LIU ; Zhonggui HE ; Hao YE ; Jin SUN
Acta Pharmaceutica Sinica B 2025;15(7):3756-3766
Cells and exosomes derived from them are extensively used as biological carrier systems. Cells demonstrate superior targeting specificity and prolonged circulation facilitated by their rich array of surface proteins, while exosomes, due to their small size, cross barriers and penetrate tumors efficiently. However, challenges remain, cells' large size restricts tissue penetration, and exosomes have limited targeting accuracy and short circulation times. To address these challenges, we developed a novel concept termed exosomal spheres. This approach involved incorporating platelet-derived exosomes shielded with phosphatidylserine (PS) and linked via pH-sensitive bonds for drug delivery applications. The study demonstrated that, compared with exosomes, the exosomal spheres improved blood circulation through the upregulation of CD47 expression and shielding of phosphatidylserine, thereby minimizing immune clearance. Moreover, the increased expression of P-selectin promoted adhesion to circulating tumor cells, thereby enhancing targeting efficiency. Upon reaching the tumor site, the hydrazone bonds of exosome spheres were protonated in the acidic tumor microenvironment, leading to disintegration into uniform-sized exosomes capable of deeper tumor penetration compared to platelets. These findings suggested that exosome spheres addressed the challenges and offered significant potential for efficient and precise drug delivery.
6.Association between Tau protein deposition and brain metabolites: N-acetylaspartate and creatine as potential biomarkers for advanced Alzheimer's disease.
Xiaoyuan LI ; Yiyue ZHANG ; Yucheng GU ; Nihong CHEN ; Xinyu QIAN ; Pengjun ZHANG ; Jiaxin HAO ; Feng WANG
Journal of Southern Medical University 2025;45(11):2350-2357
OBJECTIVES:
To investigate the associations between Tau protein deposition and brain biochemical metabolites detected by proton magnetic resonance spectroscopy (1H-MRS) in patients with advanced Alzheimer's disease (AD).
METHODS:
From April, 2022 to December, 2024, 64 Tau-positive AD patients and 29 healthy individuals underwent 18F-APN-1607 PET/MR and simultaneously acquired multi-voxel 1H-MRS in the Department of Nuclear Medicine, Nanjing First Hospital. Visual analysis and voxel-based analysis of PET/MR data were performed to investigate the Tau protein deposition patterns in AD patients. Valid voxels within the 1H-MRS field of view were selected, and their standardized uptake value ratio (SUVr) in PET and metabolite levels of N-acetylaspartate (NAA), choline (Cho), creatine (Cr), NAA/Cr, and Cho/Cr were recorded. The Tau-positive (Tau+) voxels and Tau-negative (Tau-) voxels of the AD patients were compared for PET and 1H-MRS parameters, and the correlations between the metabolites and Tau PET SUVr within Tau+ voxels were analyzed.
RESULTS:
Significant Tau protein deposition were observed in the AD patients, involving mainly the bilateral frontal lobes (30.07%), parietal lobes (29.96%), temporal lobes (21.07%), and occipital lobes (15.89%). A total of 1422 valid voxels in AD group (including 994 Tau+ and 428 Tau- voxels) and 814 voxels in the control group were selected. The AD patients showed significantly decreased NAA level and increased SUVr compared with the control group (P<0.05). Subgroup analyses revealed that Tau+ voxels had higher SUVr and lower Cr and Cho/Cr than Tau- voxels (P<0.05). Compared with the control group, Tau+ voxels exhibited higher SUVr and lower Cr (P<0.05), while Tau- voxels showed lower NAA (P=0.004). No significant differences were found in Cho or NAA/Cr among the subgroups (P>0.05). Within Tau+ voxels, NAA, Cho, and Cr were negatively correlated with SUVr (P<0.001).
CONCLUSIONS
The patients with progressive AD have significant Tau protein deposition in the brain, which is correlated with alterations in metabolite levels. Decreased NAA is more prominent in early or pre-tau deposition stages, while Cr changes is more significant in the regions with Tau protein deposition, suggesting the potential of NAA and Cr as biomarkers for Tau protein deposition in AD for disease monitoring and treatment evaluation.
Humans
;
Alzheimer Disease/diagnostic imaging*
;
Aspartic Acid/metabolism*
;
tau Proteins/metabolism*
;
Creatine/metabolism*
;
Brain/metabolism*
;
Biomarkers/metabolism*
;
Positron-Emission Tomography
;
Male
;
Female
;
Proton Magnetic Resonance Spectroscopy
;
Choline/metabolism*
;
Aged
;
Middle Aged
7.Plasma-activated solutions alleviate DSS-induced colitis in mice and promote colonic epithelial cell repair through the eNOS pathway
Xueni WANG ; Kaijie REN ; Yuyi MA ; Tianhao MIN ; Xiaoyuan DENG ; Yuanchang PENG ; Yuanyuan LIU ; Wei WANG ; Tuanhe SUN ; Chengxue DANG ; Hao ZHANG
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(1):28-34
Objective To explore the role and potential mechanisms of plasma-activated solution(PAS)in alleviating dextran sulfate sodium salt(DSS)-induced ulcerative colitis.Methods We constructed a DSS-induced ulcerative colitis mouse model and evaluated the effect of PAS in vivo by observing mouse weight,calculating disease activity indexes,detecting inflammatory factors and oxidative stress indicators through ELISA.We also evaluated the effect of PAS on colon cell proliferation and migration ability through clone formation experiments,scratch experiments,and used Western blotting to determine the expression levels of proliferation-related proteins.Results PAS significantly reversed DSS-induced weight loss and increased disease activity indexes in mice(P<0.05).The serum inflammatory cytokine levels(TNF-α,IL-6 and IL-1β)in PAS group were significantly reduced compared to those in DSS group(P<0.05).PAS treatment could improve the imbalance of colonic redox homeostasis including changes of malondialdehyde,catalase and superoxide dismutase caused by DSS(P<0.05).After the use of endothelial nitric oxide synthase inhibitors,changes in various indicators caused by in vivo PAS disappeared(P<0.001).The clone formation ability of colon cells was stronger in the group treated with PAS,and the expression of proliferation-related proteins increased.Cell scratch experiments suggested that intervention with PAS could reverse the decrease in cell migration ability caused by lipopolysaccharide(P<0.001).After the application of endothelial nitric oxide synthase inhibitors,the pro-proliferative and migratory effects of PAS disappeared(P<0.05).Conclusion PAS alleviate DSS-induced colitis in mice and promote colonic epithelial cell repair through the eNOS pathway.
8.Plasma-activated solutions promote tumor cells'anoikis and inhibit tumor peritoneal metastasis
Tuanhe SUN ; Yuyi MA ; Tianhao MIN ; Kaijie REN ; Xiaoyuan DENG ; Xueni WANG ; Yuanchang PENG ; Yuanyuan LIU ; Chengxue DANG ; Hao ZHANG ; Wei WANG
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(1):35-42
Objective To explore the application of plasma-activated solution(PAS)in the treatment of peritoneal metastasis in mice.Methods A mice model of peritoneal tumor transplantation was established,and PAS was prepared for intervention in the mice.The growth of the peritoneally transplanted tumor was assessed using in vivo imaging technology,while the apoptosis level was evaluated through flow cytometry,immunofluorescence,and Western blotting.Results At the in vitro level,there was no significant impact on tumor cell apoptosis level under adherent conditions observed when utilizing PAS(P>0.05).Under non-adherent condition,PAS significantly augmented tumor cell apoptosis level(P<0.05),substantially increased the proportion of deceased cells(P<0.05),and markedly elevated intracellular total and mitochondrial reactive oxygen species levels(P<0.05).In vivo level,using PAS following peritoneal transplanted tumor formation exhibited no noteworthy influence on peritoneal transplanted tumor growth(P>0.05),while immediate utilization of PAS during model conducting effectively reduced abdominal tumor spread(P<0.05).Conclusion PAS inhibits tumor peritoneal dissemination in mice by promoting tumor cell anoikis.
9.Plasma-activated solutions alleviate DSS-induced colitis in mice and promote colonic epithelial cell repair through the eNOS pathway
Xueni WANG ; Kaijie REN ; Yuyi MA ; Tianhao MIN ; Xiaoyuan DENG ; Yuanchang PENG ; Yuanyuan LIU ; Wei WANG ; Tuanhe SUN ; Chengxue DANG ; Hao ZHANG
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(1):28-34
Objective To explore the role and potential mechanisms of plasma-activated solution(PAS)in alleviating dextran sulfate sodium salt(DSS)-induced ulcerative colitis.Methods We constructed a DSS-induced ulcerative colitis mouse model and evaluated the effect of PAS in vivo by observing mouse weight,calculating disease activity indexes,detecting inflammatory factors and oxidative stress indicators through ELISA.We also evaluated the effect of PAS on colon cell proliferation and migration ability through clone formation experiments,scratch experiments,and used Western blotting to determine the expression levels of proliferation-related proteins.Results PAS significantly reversed DSS-induced weight loss and increased disease activity indexes in mice(P<0.05).The serum inflammatory cytokine levels(TNF-α,IL-6 and IL-1β)in PAS group were significantly reduced compared to those in DSS group(P<0.05).PAS treatment could improve the imbalance of colonic redox homeostasis including changes of malondialdehyde,catalase and superoxide dismutase caused by DSS(P<0.05).After the use of endothelial nitric oxide synthase inhibitors,changes in various indicators caused by in vivo PAS disappeared(P<0.001).The clone formation ability of colon cells was stronger in the group treated with PAS,and the expression of proliferation-related proteins increased.Cell scratch experiments suggested that intervention with PAS could reverse the decrease in cell migration ability caused by lipopolysaccharide(P<0.001).After the application of endothelial nitric oxide synthase inhibitors,the pro-proliferative and migratory effects of PAS disappeared(P<0.05).Conclusion PAS alleviate DSS-induced colitis in mice and promote colonic epithelial cell repair through the eNOS pathway.
10.Plasma-activated solutions promote tumor cells'anoikis and inhibit tumor peritoneal metastasis
Tuanhe SUN ; Yuyi MA ; Tianhao MIN ; Kaijie REN ; Xiaoyuan DENG ; Xueni WANG ; Yuanchang PENG ; Yuanyuan LIU ; Chengxue DANG ; Hao ZHANG ; Wei WANG
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(1):35-42
Objective To explore the application of plasma-activated solution(PAS)in the treatment of peritoneal metastasis in mice.Methods A mice model of peritoneal tumor transplantation was established,and PAS was prepared for intervention in the mice.The growth of the peritoneally transplanted tumor was assessed using in vivo imaging technology,while the apoptosis level was evaluated through flow cytometry,immunofluorescence,and Western blotting.Results At the in vitro level,there was no significant impact on tumor cell apoptosis level under adherent conditions observed when utilizing PAS(P>0.05).Under non-adherent condition,PAS significantly augmented tumor cell apoptosis level(P<0.05),substantially increased the proportion of deceased cells(P<0.05),and markedly elevated intracellular total and mitochondrial reactive oxygen species levels(P<0.05).In vivo level,using PAS following peritoneal transplanted tumor formation exhibited no noteworthy influence on peritoneal transplanted tumor growth(P>0.05),while immediate utilization of PAS during model conducting effectively reduced abdominal tumor spread(P<0.05).Conclusion PAS inhibits tumor peritoneal dissemination in mice by promoting tumor cell anoikis.

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