1.Research on Electrical Impedance and Microwave Dual-modality Tomography Algorithm Based on Conditional Diffusion Models
Jin-Zhen LIU ; Xiang-Qian MENG ; Hui XIONG ; Li-Min ZHOU ; Chun-Chan LI
Progress in Biochemistry and Biophysics 2026;53(6):1780-1792
ObjectiveStroke poses a heavy burden due to its high mortality and morbidity rates. Accurate and real-time detection of lesions is pivotal for prompt clinical intervention and favorable prognosis. Electrical impedance tomography (EIT) and microwave tomography (MWT) have emerged as compelling alternatives for stroke screening, owing to their non-ionizing, non-invasive and portable nature. EIT provides information on tissue conductivity, and MWT offers high sensitivity to changes in dielectric properties. However, single-modality imaging is inherently limited, EIT suffers from low sensitivity to deep-seated tissues and severe ill-posedness of inverse problems, whereas MWT is challenged by strong nonlinearity in inverse scattering and susceptibility to modeling errors. Consequently, the clinical utility of standalone EIT or MWT for stroke diagnosis remains constrained by poor spatial resolution and imaging artifacts. To improve the accuracy and robustness of stroke imaging, a dual-modality fusion conditional denoising diffusion probabilistic model (DM-DDPM) was proposed for high-precision dual-modality image reconstruction. MethodsA dual-encoder network with a symmetric architecture and independently trained parameters was constructed to extract heterogeneous features separately from EIT boundary voltage measurements and MWT scattered field signals. Attentional feature fusion (AFF) is employed to integrate complementary information from the two modalities adaptively, generating robust fused priors that suppress redundant noise while preserving key physical characteristics. Subsequently, the fused priors are embedded into a Transformer-based diffusion model via a cross attention mechanism to guide the reverse denoising process. This approach effectively reduces artifacts and enhances the stability of conductivity distribution reconstruction. Time step embedding is introduced to enable the network to perceive the diffusion stage and further improve the accuracy of noise prediction. ResultsSimulated experiments demonstrated that DM-DDPM significantly outperforms single-modality and multi-modality networks under various noise levels. A head model simulation dataset was constructed based on COMSOL Multiphysics, and tests were carried out under 50 dB, 40 dB and 30 dB signal-to-noise ratio levels. At 30 dB, the average relative error (RE) was below 0.20, while the structural similarity index measure (SSIM) and correlation coefficient (CC) remained above 0.90 and 0.89, respectively. Compared with single-modality and multi-modality networks, artifacts were significantly reduced, lesion edges were clearer, and localization was more accurate. The model maintains high reconstruction quality and strong robustness for single, double, and triple lesions simultaneously. Furthermore, physical experiments were conducted using a 16-electrode EIT system and a 16-antenna MWT system with asynchronous data acquisition. These experiments confirmed the feasibility of the method in real-world scenarios and demonstrated that it can robustly reconstruct simulated lesions despite environmental interference and measurement noise, validating its reliability for practical clinical applications. ConclusionThe proposed method effectively combines complementary dual-modality information with a conditional diffusion model. Low accuracy and poor noise resistance in single-modality imaging were effectively addressed, while the noise amplification issue caused by direct multimodal data fusion was avoided. The proposed algorithm exhibits strong anti-noise interference ability and high imaging stability in both simulation and physical experiments. Precise localization of stroke lesions with different quantities was achieved, providing a high-precision, and practical technical support for clinical stroke detection.
2.Exploring mechanism of action of hypericin in antidepressant effects based on single-cell sequencing
Hui-xin NI ; Hai-xin LIU ; Bing-can ZHOU ; Ming-heng CHEN ; Ping-yan LIN ; Zheng-tao GAO ; Xin-pei LIN ; Yao LIN ; Fang-zhen WU ; Qian XU
Chinese Pharmacological Bulletin 2025;41(5):837-843
Aim To investigate the antidepressant mechanism of hyperforin via the utilization of single-cell sequencing technology.Methods C57BL/6 mice were randomly divided into the control group,depres-sion model group,and hyperforin intervention group.The chronic unpredictable mild stress(CUMS)model was induced and drug interventions were administered for 28 d.Behavioral experiments were conducted to as-sess depressive symptoms,and hippocampal tissue was collected for single-cell RNA sequencing.Key cell populations and differentially expressed genes across groups were identified,followed by PPI network,GO,and KEGG enrichment analysis.Results Behavioral experiments indicated that CUMS successfully induced depressive symptoms in mice,while hyperforin im-proved depressive behavior.In the depression model group,the proportion of brain perivascular macrophages(PVM)increased,and this proportion decreased after hyperforin intervention,approaching the level seen in the control group.The top 20 common differentially ex-pressed genes in the PVM subpopulation were Saa3,Hbb-bs and Ccl24.PPI network analysis identified core targets,including Ccl2,Dhx9,C3,Msr1,Cxcl2 and Cx3cr1.KEGG enrichment analysis revealed pathways related to chemokines,phagosome formation,and inosi-tol phosphate metabolism.Conclusion The antide-pressant mechanism of hyperforin may be related to the regulation of Ccl24 and its related chemokine signaling pathway by PVM.
3.Investigation and analysis of nurses'attitudes and practical abilities towards palliative care under the peaceful co care mode
Xiaoying SHEN ; Xing ZHOU ; Weijia QIAN ; Hui LIU ; Guanmian LIANG
Modern Hospital 2025;25(3):400-403,408
Objective To investigate the current situation of the attitude and practical ability of hospice care in the terti-ary cancer hospital of Zhejiang Province,so as to provide reference for managers to explore more effective hospice care support.Methods Using convenience sampling selected 278 clinical nurses from Zhejiang Cancer Hospital.From June to August 2024,the general data questionnaire,hospice care attitude scale and self-assessment practice scale of hospice care were used to survey nurses with questionnaires,and the related factors affecting practical ability and the correlation between attitudes and practical a-bility were analyzed.Results The hospice attitude score of 278 nurses in the hospice co-photography mode was(88.43±12.01),and the average score of entries was(3.54±0.48).The total score of the hospice Practical ability scale was(61.87±12.42),and the average score of the items was(3.64±0.73).Nurses'age,education background,previous experience in ca-ring for end-stage patients and their families,and self-assessment of competence in hospice care were the main influencing factors of nurses'practical ability score(all P<0.05).There was a positive correlation between clinical nurses'practice ability score and hospice attitude score,the correlation coefficient r=0.176,P<0.05.Conclusion Under the mode of hospice co-care,the attitude of nurses in Zhejiang Province is above the middle level,and the practical ability of nurses needs to be further improved,the higher the attitude of nurses,and the nurses'practical ability of hospice care is strong.Nursing managers should carry out professional training to promote the attitude of nursing staff,so as to improve the practical ability of nurses in hospice care.
4.Effects of human oligodendrocyte precursor cell transplantation on cere-bral white matter in mice with vascular dementia
Jie ZHOU ; Weipeng LIU ; Hui YANG ; Zhaoyan WANG ; Qian WANG ; Zuo LUAN ; Suqing QU
Chinese Journal of Pathophysiology 2025;41(5):843-850
AIM:We investigated the survival,migration and differentiation abilities of human oligodendro-cyte precursor cells(hOPC)in the brains of mice with vascular dementia(VaD),the effects of hOPC on cerebral white matter,and the underlying mechanisms.METHODS:Mouse VaD model was constructed using the bilateral common ca-rotid artery stenosis method,and the mice were randomly divided into sham,VaD and hOPC groups.Eight weeks after model establishment,the mice in VaD and hOPC groups received equal volume of vehicle(PBS)and hOPC solution,re-spectively,through the corpus callosum.Survival,migration and differentiation of hOPC in the brain were observed by im-munofluorescence staining at 4 and 12 weeks after transplantation.Twelve weeks after transplantation,the effects of hOPC on mouse brain white matter were detected by immunofluorescence staining of myelin basic protein(MBP),myelin-associ-ated glycoprotein(MAG),neurofilament protein 200(NF200)and non-phosphorylated neurofilament H(using monoclo-nal antibody SMI32),and by water maze experiments.Paracrine signaling by hOPC was explored using immunofluores-cence staining for vascular endothelial growth factor(VEGF).RESULTS:The hOPC survived in the brains of VaD mice for 12 weeks,migrated to damaged white matter areas,and partially differentiated into mature oligodendrocytes(approxi-mately 64%).Twelve weeks after transplantation,hOPC significantly increased the fluorescence intensity of MBP,MAG,and NF200(P<0.05 or P<0.01)and decreased the fluorescence intensity of SMI32(P<0.01).The VEGF expression in hOPC-treated mice was significantly higher than that in sham and VaD groups(P<0.01).The difference in water maze test performance between hOPC and sham groups was not statistically significant(P>0.05).The mice in hOPC group had a shorter latency than those in VaD group(P<0.05 or P<0.01),and performed more platform crossings than those in VaD group(P<0.05).CONCLUSION:The hOPC can survive,migrate and differentiate in the brains of VaD mice,attenuate cerebral white matter lesions,and improve cognitive function.These improvements may be attributed to cell replacement and paracrine effects.
5.Exploring mechanism of action of hypericin in antidepressant effects based on single-cell sequencing
Hui-xin NI ; Hai-xin LIU ; Bing-can ZHOU ; Ming-heng CHEN ; Ping-yan LIN ; Zheng-tao GAO ; Xin-pei LIN ; Yao LIN ; Fang-zhen WU ; Qian XU
Chinese Pharmacological Bulletin 2025;41(5):837-843
Aim To investigate the antidepressant mechanism of hyperforin via the utilization of single-cell sequencing technology.Methods C57BL/6 mice were randomly divided into the control group,depres-sion model group,and hyperforin intervention group.The chronic unpredictable mild stress(CUMS)model was induced and drug interventions were administered for 28 d.Behavioral experiments were conducted to as-sess depressive symptoms,and hippocampal tissue was collected for single-cell RNA sequencing.Key cell populations and differentially expressed genes across groups were identified,followed by PPI network,GO,and KEGG enrichment analysis.Results Behavioral experiments indicated that CUMS successfully induced depressive symptoms in mice,while hyperforin im-proved depressive behavior.In the depression model group,the proportion of brain perivascular macrophages(PVM)increased,and this proportion decreased after hyperforin intervention,approaching the level seen in the control group.The top 20 common differentially ex-pressed genes in the PVM subpopulation were Saa3,Hbb-bs and Ccl24.PPI network analysis identified core targets,including Ccl2,Dhx9,C3,Msr1,Cxcl2 and Cx3cr1.KEGG enrichment analysis revealed pathways related to chemokines,phagosome formation,and inosi-tol phosphate metabolism.Conclusion The antide-pressant mechanism of hyperforin may be related to the regulation of Ccl24 and its related chemokine signaling pathway by PVM.
6.Mechanism of Congrong Shujing granules in treatment of Parkinson's disease based on network pharmacology,molecular docking and parallel reaction monitoring technology
Hai-xin LIU ; Hui-xin NI ; Mei ZHOU ; Zi-li FAN ; Zheng-tao GAO ; Fang-zhen WU ; Yao LIN ; Qian XU ; Jing CAI
Chinese Pharmacological Bulletin 2025;41(2):365-372
Aim To explore the mechanism of Con-grong Shujing granule(CSGs)in the treatment of Par-kinson's disease(PD)by network pharmacology,mo-lecular docking and parallel reaction monitoring(PRM)technology.Methods The active components of CSGs and the target genes of Parkinson's disease were obtained through the database.The intersection targets of drugs and diseases were selected to construct the"drug-active ingredient-target"and protein interac-tion network.The intersection target genes were impor-ted into David database for GO and KEGG enrichment analysis,and the main components were docked with key targets.27 SD rats were randomly divided into the normal group(n=9),model group(n=9)and treat-ment group(n=9).On day 1,7 and 14 of treatment,PRM analysis was used to detect the changes in the specific peptides of key target proteins in the substantia nigra of rats.Results The main components of CSGs wereTanshialdehyde,Baicalein,Quercetin and Kaempferol.The most important targets for the treat-ment of PD were TP53,AKT1,EGFR,HSP90 AA1 and STAT3.KEGG analysis mainly enriched MAPK,PI3K-Akt and neurotrophic factor signaling pathway.The molecular docking between core components and core targets showed that the binding of drugs and targets had good activity.PRM analysis of key proteins found that the target peptide expression levels of ASK1,JNK1 and JNK3 were different among groups(P<0.05).Con-clusion CSGs can alleviate ERS,inhibit apoptosis and play a neural protective role through the ASK1-JNK pathway.
7.RCM method-based study on preventive maintenance strategy of heating,ventilation and air-conditioning system in pharmacy intravenous admixture services
Liu-liu ZONG ; Yun-zhi YANG ; Jing ZHAO ; Yun MO ; Dong-hui LAO ; Jian-zhong ZHANG ; Xiao-yu LI ; Qian-zhou LYU
Chinese Medical Equipment Journal 2025;46(10):78-83
Objective To propose a preventive maintenance strategy of the heating,ventilation and air-conditioning(HVAC)system in pharmacy intravenous admixture services(PIVAS)based on the reliability centered maintenance(RCM)method so as to provide references for PIVAS equipment maintenance.Methods Firstly,a HVAC system RCM review team was formed,and the failure modes and impacts of important functional components of the equipment were analyzed to clarify the consequences of the failure of each functional component under the premise of ensuring the safety and integrity of the equipment and with the goal of minimizing the loss of maintenance downtime and the consumption of maintenance resources.Secondly,with a standardized logical decision-making procedure the preventive maintenance strategy was determined and implemented based on the consequences of functional failure.Finally,statistical analyses were carried out on such equipment indicators as performance parameter qualification rate,failure rate and maintenance cost before and after the RCM method-based strategy was executed,in order to evaluate the efficacy of the strategy.Results The RCM method-based preventive maintenance strategy had the performance qualification rate increased from 97.47%to 99.06%(χ2=24.139,P<0.01),the failure rate decreased from 0.24%to 0.03%(χ2=13.519,P<0.01)and the maintenance cost reduced by 11.5%,from RMB 134,200 to 118,700.Conclusion The RCM method-based preventive maintenance strategy provides reliable equipment for PIVAS and lowers the maintenance cost effectively,and references are given for the development of automated and intelligent equipment maintenance strategies for PIVAS.[Chinese Medical Equipment Journal,2025,46(10):78-83]
8.Establishment of a rapid fluorescence immunochromatographic assay for avian influenza virus subtype H5N6
Hui LI ; Li LIU ; Yi-sheng ZHOU ; Zhi-hong ZHANG ; Qian-qian SI ; Ru-xia WANG ; Zhi-qiang DENG ; Yi-bing FAN ; Liang JIN ; Jie SUN ; Chun-hua YANG
Chinese Journal of Zoonoses 2025;41(3):243-248,283
In view of the characteristics of H5N6 subtype avian influenza virus(AIV)that it has both high pathogenicity and the risk of cross-species transmission,posing a serious threat to the poultry farming industry and public health security,in order to effectively prevent and control the spread of H5N6 avian influenza,a rapid,sensitive and specific detection technolo-gy was established in this study.The specific monoclonal antibodies against the neuraminidase N6 protein of avian influenza A virus subtype H5N6 were obtained through hybridoma and monoclonal antibody technology.These antibodies were coupled and labeled with carboxyl-functionalized fluorescent quantum dots,along with previously prepared specific antibodies against the hemagglutinin H5 protein.A rapid fluorescence immunochromatographic detection method for the H5N6 subtype of avian influ-enza virus was established according to the principle of double-antibody sandwich immunochromatography.This method a-chieved a detection sensitivity of 1 ng/mL for recombinant hemagglutinin H5 subtype protein and 0.1 ng/mL for recombinant neuraminidase N6 subtype protein.Moreover,the method exhibited no cross-reactivity with other influenza subtypes or patho-gens,such as Newcastle disease(ND),infectious bronchitis(IB),and infectious laryngotracheitis(ILT),thus demonstrating good specificity.The method effectively identified the highly pathogenic avian influenza virus H5 subtype and directly distin-guished the H5N6 subtype with good accuracy.The fluorescent quantum dot immunochromatographic typing detection method established herein met the sensitivity,specificity,and accuracy requirements for H5N6 subtype detection,and can be further used for rapid detection of the H5 and H5N6 subtypes of avian influenza virus.
9.Phase Ⅲ, multicenter, randomized comparative study of LY01005 and Zoladex ? for patients with premenopausal breast cancer
Xiying SHAO ; Qingyuan ZHANG ; Zhaofeng NIU ; Man LI ; Jingfen WANG ; Zhanhong CHEN ; Ruizhen LUO ; Guangdong QIAO ; Jianguo WANG ; Liyuan QIAN ; Ronghua YANG ; Zhendong CHEN ; Jian WANG ; Yumin YAO ; Jianghua OU ; Tao SUN ; Qiao CHENG ; Yongsheng WANG ; Jian HUANG ; Hongying ZHAO ; Wuyun SU ; Zhong OUYANG ; Yu DING ; Lilin CHEN ; Sumei YANG ; Mengsheng CUI ; Aimin ZANG ; Enxiang ZHOU ; Peizhi FAN ; Jing ZHANG ; Qiang LIU ; Yuee TENG ; Hui LI ; Jianyun NIE ; Jin YANG ; Xiaojia WANG ; Zefei JIANG
Chinese Journal of Oncology 2025;47(4):340-348
Background:To compare the efficacy and safety of monthly administrations of gonadotropin releasing hormone (GnRH) agonists LY01005 and Zoladex ? in Chinese patients with premenopausal breast cancer. Methods:From October 2020 to November 2021, 188 premenopausal breast cancer patients were enrolled in 34 hospitals and randomized 1:1 to receive either LY01005 or Zoladex ? every 28 days for a total of three injections. All patients concomitantly received oral tamoxifen (TAM). The primary efficacy endpoint was cumulative probability of maintaining menopausal level [oestradiol (E2) ≤30 pg/ml] from day 29 to day 85. The second efficacy endpoint included changes in E2, luteinizing hormone (LH), and follicle-stimulating hormone (FSH) compared with the baseline. Pharmacokinetics (PK), pharmacodynamics (PD), and safety were analyzed. The study also evaluated the pharmacokinetic and pharmacodynamic characteristics of LY01005. Results:A total of 188 patients were randomised and 187 patients received either LY01005 or Zoladex ?. Cumulative probabilities of maintaining menopausal level (E2≤30 pg/ml) from day 29 to day 85 were 93.1% for LY01005 and 86.3% for Zoladex ?. The between-group difference was 6.8% (95% CI: -2.3%, 15.9%) and primary efficacy in the LY01005 group was not inferior to that in the Zoladex ? group. Changes in E2, LH, and FSH levels compared with the baseline were equivalent between the two groups (E2: 89.34% to 90.23% vs. 82.11% to 85.02%; LH: 88.89% to 95.52% vs. 89.70% to 97.02%; FSH: 75.36% to 80.85% vs.73.07% to 80.24%, respectively). After three consecutive doses of LY01005, the LH and FSH levels of the subjects showed a transient increase after the first dose, reached a peak on the second day and then started to decrease. The LH and FSH reached a lower level and remained at or below that level until the 85th day. Both treatments were well-tolerated. Conclusion:LY01005 is as effective as Zoladex ? in suppressing E2 to menopausal levels in Chinese patients with premenopausal breast cancer, with a similar safety profile.
10.Effects of human oligodendrocyte precursor cell transplantation on cere-bral white matter in mice with vascular dementia
Jie ZHOU ; Weipeng LIU ; Hui YANG ; Zhaoyan WANG ; Qian WANG ; Zuo LUAN ; Suqing QU
Chinese Journal of Pathophysiology 2025;41(5):843-850
AIM:We investigated the survival,migration and differentiation abilities of human oligodendro-cyte precursor cells(hOPC)in the brains of mice with vascular dementia(VaD),the effects of hOPC on cerebral white matter,and the underlying mechanisms.METHODS:Mouse VaD model was constructed using the bilateral common ca-rotid artery stenosis method,and the mice were randomly divided into sham,VaD and hOPC groups.Eight weeks after model establishment,the mice in VaD and hOPC groups received equal volume of vehicle(PBS)and hOPC solution,re-spectively,through the corpus callosum.Survival,migration and differentiation of hOPC in the brain were observed by im-munofluorescence staining at 4 and 12 weeks after transplantation.Twelve weeks after transplantation,the effects of hOPC on mouse brain white matter were detected by immunofluorescence staining of myelin basic protein(MBP),myelin-associ-ated glycoprotein(MAG),neurofilament protein 200(NF200)and non-phosphorylated neurofilament H(using monoclo-nal antibody SMI32),and by water maze experiments.Paracrine signaling by hOPC was explored using immunofluores-cence staining for vascular endothelial growth factor(VEGF).RESULTS:The hOPC survived in the brains of VaD mice for 12 weeks,migrated to damaged white matter areas,and partially differentiated into mature oligodendrocytes(approxi-mately 64%).Twelve weeks after transplantation,hOPC significantly increased the fluorescence intensity of MBP,MAG,and NF200(P<0.05 or P<0.01)and decreased the fluorescence intensity of SMI32(P<0.01).The VEGF expression in hOPC-treated mice was significantly higher than that in sham and VaD groups(P<0.01).The difference in water maze test performance between hOPC and sham groups was not statistically significant(P>0.05).The mice in hOPC group had a shorter latency than those in VaD group(P<0.05 or P<0.01),and performed more platform crossings than those in VaD group(P<0.05).CONCLUSION:The hOPC can survive,migrate and differentiate in the brains of VaD mice,attenuate cerebral white matter lesions,and improve cognitive function.These improvements may be attributed to cell replacement and paracrine effects.

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