1.Construction of a predictive model for hemorrhagic transformation after intravenous thrombolysis in elderly patients with acute cerebral infarction based on Lasso-Logistic regression model and analysis of its clinical utility
Dan WU ; Lishuang LIU ; Yajing WEI ; Ya GAO
Journal of Chinese Physician 2025;27(10):1515-1520
Objective:To construct a predictive model for hemorrhagic transformation (HT) after intravenous thrombolysis in elderly patients with acute cerebral infarction (ACI) using the Lasso-Logistic regression model, and to analyze the clinical utility of this predictive model.Methods:A total of 310 elderly ACI patients who received intravenous thrombolysis with alteplase (rt-PA) at the Beijing Rehabilitation Hospital Affiliated to Capital Medical University from May 2022 to May 2024 were selected. The occurrence of HT within 36 hours after intravenous thrombolysis was recorded, and the patients were divided into the HT group and non-HT group based on the presence or absence of HT. Clinical data were compared between the two groups. Lasso-Logistic regression analysis was used to screen the influencing factors of HT after intravenous thrombolysis in elderly ACI patients. A nomogram predictive model for HT after intravenous thrombolysis in elderly ACI patients was constructed based on these influencing factors, and the clinical value of the nomogram predictive model was analyzed.Results:The incidence of HT within 36 hours after rt-PA intravenous thrombolysis in elderly ACI patients was 29.35%(91/310). The proportions of patients with hypertension, diabetes, anticoagulant use, and atrial fibrillation in the HT group were higher than those in the non-HT group. The onset-to-thrombolysis time (ONT), admission National Institute of Health Stroke Scale (NIHSS) score, pre-thrombolysis peripheral blood platelet count, neutrophil-to-lymphocyte ratio (NLR), and serum levels of high-sensitivity C-reactive protein (hs-CRP), vascular endothelial cadherin (VE-cad), occludin, soluble lectin-like oxidized low-density lipoprotein receptor-1 (sLOX-1), and endothelial cell-specific molecule 1 (ESM-1) in the HT group were higher than those in the non-HT group (all P<0.05). Lasso-Logistic regression analysis showed that atrial fibrillation, ONT, admission NIHSS score, pre-thrombolysis peripheral blood NLR, and serum levels of hs-CRP, VE-cad, occludin, sLOX-1, and ESM-1 were independent risk factors for HT after intravenous thrombolysis in elderly ACI patients (all P<0.05). The area under the curve (AUC) of the constructed nomogram predictive model for predicting HT after intravenous thrombolysis in elderly ACI patients was 0.914(95% CI: 0.879-0.949), indicating high predictive efficiency. When the threshold probability range was 0.05-0.83, the nomogram predictive model showed good net benefit in predicting HT after intravenous thrombolysis in elderly ACI patients and had high clinical utility in predicting the risk of HT. Conclusions:Atrial fibrillation, ONT, admission NIHSS score, pre-thrombolysis peripheral blood NLR, and serum levels of hs-CRP, VE-cad, occludin, sLOX-1, and ESM-1 are independent risk factors for HT after intravenous thrombolysis in elderly ACI patients. The nomogram predictive model constructed based on these factors has high predictive efficiency and clinical utility in predicting the risk of HT.
2.Polymer-assisted PD-L1 degradation and targeted photodynamic therapy synergize to suppress immunodeficient tumors.
Changyong GUO ; Shipeng HE ; Huaxing SHEN ; Wei CONG ; Jinqiu LI ; Yajing JI ; Wenjing HUANG ; Fei GAO ; Honggang HU
Acta Pharmaceutica Sinica B 2025;15(7):3805-3818
Checkpoint blockade immunotherapy has emerged as a transformative approach in cancer treatment by activating tumor-infiltrating T cells. However, the efficacy of PD-L1 blockade is restricted in "cold" tumors, which are characterized by low immunogenicity, presenting a challenge to immunotherapy. This study introduces an innovative strategy, utilizing cathepsin-cleavable N-(2-hydroxypropyl) methacrylamide (HPMA) polymer-assisted combined photodynamic therapy (PDT) and PD-L1 degradation for the first time, effectively treating T cell-deficient tumors. The degradable main-chain polymer, conjugated with photosensitizer porphyrin, facilitates the accumulation of reactive oxygen species (ROS), triggering immunogenic cell death (ICD) and promoting cytotoxic T lymphocytes (CTLs) infiltration into tumors. Multivalent peptide antagonists of PD-L1 promote PD-L1 degradation in lysosomes through receptor crosslinking, overcoming the adaptive cycling of PD-L1 to the tumor cell surface. These findings demonstrate that polymer-assisted PDT and PD-L1 crosslinking degradation represent a potential novel strategy for anti-tumor immunotherapy, providing valuable tools for expanding immunotherapy applications in immunosuppressive cancers.
3.Research on intelligent fetal heart monitoring model based on deep active learning.
Bin QUAN ; Yajing HUANG ; Yanfang LI ; Qinqun CHEN ; Honglai ZHANG ; Li LI ; Guiqing LIU ; Hang WEI
Journal of Biomedical Engineering 2025;42(1):57-64
Cardiotocography (CTG) is a non-invasive and important tool for diagnosing fetal distress during pregnancy. To meet the needs of intelligent fetal heart monitoring based on deep learning, this paper proposes a TWD-MOAL deep active learning algorithm based on the three-way decision (TWD) theory and multi-objective optimization Active Learning (MOAL). During the training process of a convolutional neural network (CNN) classification model, the algorithm incorporates the TWD theory to select high-confidence samples as pseudo-labeled samples in a fine-grained batch processing mode, meanwhile low-confidence samples annotated by obstetrics experts were also considered. The TWD-MOAL algorithm proposed in this paper was validated on a dataset of 16 355 prenatal CTG records collected by our group. Experimental results showed that the algorithm proposed in this paper achieved an accuracy of 80.63% using only 40% of the labeled samples, and in terms of various indicators, it performed better than the existing active learning algorithms under other frameworks. The study has shown that the intelligent fetal heart monitoring model based on TWD-MOAL proposed in this paper is reasonable and feasible. The algorithm significantly reduces the time and cost of labeling by obstetric experts and effectively solves the problem of data imbalance in CTG signal data in clinic, which is of great significance for assisting obstetrician in interpretations CTG signals and realizing intelligence fetal monitoring.
Humans
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Pregnancy
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Female
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Cardiotocography/methods*
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Deep Learning
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Neural Networks, Computer
;
Algorithms
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Fetal Monitoring/methods*
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Heart Rate, Fetal
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Fetal Distress/diagnosis*
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Fetal Heart/physiology*
4.Role of pulmonary phospholipids and their PLA2-derived metabo-lites lysophospholipids and fatty acids in the induction of acute lung injury in mice
Jianyu WANG ; Ruizhi LIN ; Xinran ZHAO ; Yajing WEI ; Lin WANG ; Xiuli ZHAO ; Jun YANG ; Yongan WANG
Chinese Journal of Pharmacology and Toxicology 2025;39(10):751-760
OBJECTIVE To investigate the acute lung injury effects of pulmonary phospholipids and their phospholipase A2(PLA2)decomposition products-lysophospholipids and fatty acids-on mice.METHODS Mice were randomly assigned to the following groups:① solvent control(PBS)and PLA2;② solvent control and glycerol phospholipid groups:1,2-dioleoyl-sn-glycero-3-phosphoserine(DOPS),1,2-dipalmitoyl-sn-glycero-3-phosphoserine(DPPS),1,2-dioleoyl-sn-glycero-3-phosphoethanol-amine(DOPE),1,2-dipalmitoyl-sn-glycero-3-phosphoethanolamine(DPPE),1,2-dipalmitoyl-sn-glycero-3-phosphocholine(DPPC),and 1-stearoyl-2-oleoyl-sn-glycero-3-phosphocholine(SOPC);③ solvent con-trol and fatty acid groups:palmitic acid(PA),oleic acid;④ solvent control and lysophospholipid groups:1-oleoyl-2-hydroxy-sn-glycero-3-phosphoserine(18∶1 LysoPS),1-stearoyl-sn-glycero-3-phosphoserine(18∶0 LysoPS),1-palmitoyl-sn-glycero-3-phosphoserine(16∶0 LysoPS),1-palmitoyl-sn-glycero-3-phos-phoethanolamine(16∶0 LysoPE),1-palmitoyl-sn-glycero-3-phosphocholine(16∶0 LysoPC);⑤ solvent control,PLA2,DPPC,PA,16∶0 LysoPC,16∶0 LysoPS,and 18∶1 LysoPS.Following anesthesia,mice were administered nebulized PBS in the solvent control group,2.1 ug·kg-1 PLA2 in PBS in the PLA2 group and 2.5 mg·kg-1 of the corresponding substance in PBS in other experimental groups.For group①,survival times were recorded and survival curves were plotted.At 1 h post-treatment,lung tissues from groups ①②③④ were collected,photographed to obtain white light images,and subjected to HE staining to assess histopathological changes and pathological scoring.At 2 h post-treatment,pulmonary blood flow in group ⑤ was assessed using laser speckle contrast imaging,arterial blood gas was analyzed with a blood gas analyzer,and lung function was evaluated using whole-body pleth-ysmography.At 6 hours post-treatment,blood cells from group ⑤ were analyzed using an automated hematology analyzer.RESULTS Compared with the solvent control group,severe pathological changes were observed in lung tissues of the PLA2 group,accompanied by extensive inflammatory infiltration and interstitial thickening,with all mice succumbing within 240 min.In mice treated with glyc-erol phospholipids,alveolar structures remained clear,alveolar walls were intact and continuous,and alveolar spaces were translucent,with only occasional minor inflammatory cell infiltration in the septa.No significant pathological alterations were detected in the fatty acid groups.Minor inflammatory cell infiltration was seen in the 16∶0 LysoPE and 16∶0 LysoPC groups.However,such pathological changes as patchy hemorrhage,alveolar interstitial edema,increased alveolar wall thickness,and elevated neutrophil counts were observed in the 18∶1 LysoPS,18∶0 LysoPS,and 16∶0 LysoPS groups.Pathological scores based on HE staining were significantly increased in the 16∶0 LysoPS and 18∶1 LysoPS groups com-pared with the solvent control.The percentage of the lung tissue injury area was also markedly higher in the 16∶0 LysoPS group.A significant decrease in the mean fluorescence intensity of blood flow was observed in the 16∶0 LysoPS group.Arterial partial pressure of oxygen(pO2)was significantly reduced in the PLA2 group,while arterial partial pressure of carbon dioxide(pCO2)was markedly elevated in the 16∶0 LysoPS and 18∶1 LysoPS groups.Lung function tests revealed that the 16∶0 LysoPS group exhibited significant increases in expiratory time,end-expiratory pressure,and enhanced pause,in contrast to significant decreases in tidal volume,expired volume,and minute volume.The 18∶1 LysoPS group also exhibited a significant decline in minute volume.No significant changes in inflammatory cell concentrations were detected in blood,with the exception of neutrophils in the 16∶0 LysoPS group,which showed a significant but physiologically normal increase.CONCLUSION Pulmonary phospholipids and their PLA2-derived fatty acid metabolites do not induce severe lung injury in mice while the lyso-phospholipid metabolites,particularly lysophosphatidylserine,are found to cause significant lung injury.
5.Prognoses of patients with medial or lateral medullary infarction and their influencing factors
Na ZHAO ; Ran LIU ; Yajing ZHANG ; Ling LING ; Lei XIANG ; Wei YUE
Chinese Journal of Neuromedicine 2025;24(4):370-377
Objective:To investigate the prognoses of patients with medial medullary infarction (MMI) or lateral medullary infarction (LMI) and their influencing factors.Methods:A retrospective analysis was performed; 489 patients with acute medullary infarction admitted to Department of Neurology, Tianjin Huanhu Hospital from January 2017 to January 2024 were enrolled. Among them, 186 patients had MMI, which was divided into isolated MMI group ( n=126) and group of MMI with other infarcts ( n=60); 303 patients had LMI, which was divided into isolated LMI group ( n=176) and group of LMI with other infarcts ( n=127). Prognosis 90 days after onset was assessed by modified Rankin Scale (mRS, scores of 3-6 as poor prognosis). Clinical data, prognosis and mortality 90 days after onset, early neurological deterioration, respiratory failure, and complications were compared between isolated MMI group and group of MMI with other infarcts and between isolated LMI group and group of LMI with other infarcts. Univariate and multivariate Logistic regression analyses were used to identify the independent influencing factors for poor prognosis 90 days after onset in patients with MMI or LMI. Results:(1) Compared with isolated MMI group, group of MMI with other infarcts had significantly lower rates of alcohol history and sensory symptoms but higher rates of Horner's syndrome, dysphagia, dysarthria, and facial palsy ( P<0.05). Compared with isolated LMI group, group of LMI with other infarcts had significantly lower rates of sensory symptoms but higher rates of dizzy and dysarthria, and statistically different Trial of ORG 10172 in Acute Stroke Treatment types ( P<0.05). (2) The poor prognosis rate 90 days after onset in patients with MMI was significantly higher than that in patients with LMI (31.8% vs. 18.8%, P<0.05). Compared with isolated MMI group, group of MMI with other infarcts had significantly higher rates of respiratory failure, urinary retention, and pulmonary infection ( P<0.05). Compared with isolated LMI group, group of LMI with other infarcts had significantly higher rates of poor prognosis 90 days after onset, mortality 90 days after onset, early neurological deterioration, respiratory failure, stress ulcers, and pulmonary infection ( P<0.05). (3) Multivariate Logistic regression analysis revealed that dyskinesia ( OR=10.522, 95% CI: 1.246-88.853, P=0.031) and vertical multi-level involvement ( OR=4.585, 95% CI: 1.405-14.962, P=0.012) were independent influencing factors for poor prognosis in isolated MMI patients 90 days after onset; age ( OR=1.089, 95% CI: 1.017-1.166, P=0.015), vertical multi-level involvement ( OR=9.429, 95% CI: 1.625-54.502, P=0.012) were independent influencing factors for poor prognosis in MMI patients with other infarcts 90 days after onset; age ( OR=1.069, 95% CI: 1.006-1.136, P=0.031) and vertical multi-level involvement ( OR=7.125, 95% CI: 2.243-22.636, P<0.001) were independent influencing factors for poor prognosis in isolated LMI patients 90 days after onset; diabetes ( OR=2.807, 95% CI: 1.056-7.461, P=0.038), dysphagia ( OR=6.821, 95% CI: 1.978-23.518, P=0.002), and temporal-occipital infarcts ( OR=3.419, 95% CI: 1.133-10.302, P=0.029) were independent influencing factors for poor prognosis in LMI patients with other infarcts. Conclusion:Patients with LMI had better prognosis compared with patients with MMI; however, LMI patients with other infarcts had poorer prognosis compared with LMI patients; LMI patients with diabetes mellitus, dysphagia or temporal-occipital infarcts are prone to have poor prognosis.
6.The Relationship Between QRS Duration and Its Changes During Hospitalization and Long-term All-cause Mortality in Patients With Chronic Heart Failure
Yajing WANG ; Jing TIAN ; Wei GUO ; Lei WANG ; Lei ZHANG ; Yanbo ZHANG ; Qinghua HAN
Chinese Circulation Journal 2025;40(1):46-53
Objectives:To investigate the relationship between QRS duration and its changes during hospitalization and long-term all-cause mortality in patients with chronic heart failure.Methods:A total of 3 580 patients who attended three tertiary hospitals in Shanxi Province(First Hospital of Shanxi Medical University,Shanxi Cardiovascular Hospital,Shanxi Bethune Hospital)and were diagnosed with chronic heart failure from March 2014 to November 2021,were enrolled in this study.QRS duration at admission and discharge were collected,and the changes in QRS duration during hospitalization(ΔQRS)and the ΔQRS ratio(ΔQRS/admission QRS duration×100% )were calculated.Patients were divided into three group according to tertiles of ΔQRS:the group with decreasing QRS duration(n=1 364),the group with stable QRS duration(n=1 248),and the group with progressing QRS duration(n=968).Telephone follow-up was conducted at months 1,3,6,12,and every 6 months thereafter after discharge till May 1,2023,long-term all-cause mortality was the primary endpoint.Survival curves were plotted using the Kaplan-Meier method,and comparisons between groups were made using the log-rank method.Cox proportional risk regression model was used for prognostic analysis,and restricted cubic spline curves were calculated to evaluate QRS duration-related variables during hospitalization and the risk of long-term all-cause mortality in patients with chronic heart failure.Results:The median follow-up was 71(56,92)months,and all-cause mortality occurred in 502(14.0% )patients.Long-term all-cause mortality was lower in the group with decreasing QRS duration and the group with stable QRS duration compared with the progressing QRS duration group(13.9% vs.10.7% vs.18.6%,χ2=28.607,P<0.001).Multifactorial Cox regression analysis showed that admission QRS duration(HR=1.005,95% CI:1.002-1.009,P=0.003)and higher ΔQRS ratio during hospitalization(HR=2.071,95% CI:1.247-3.440,P=0.005)were independent influencing factors of long-term all-cause mortality in chronic heart failure patients.Restricted cubic spline curves showed that when the admission QRS duration was>96.36 ms,the longer the QRS duration,the higher the risk of all-cause mortality;when the admission QRS duration fluctuated from 89.32-96.36 ms,the QRS duration was a protective factor for long-term all-cause mortality in patients with chronic heart failure;and when the ΔQRS ratio during hospitalization was≥3.40%,higher ΔQRS ratio was linked with increased risk of all-cause mortality.Conclusions:QRS duration and ΔQRS ratio during hospitalization are independent predictors of long-term all-cause mortality in patients with chronic heart failure.Admission QRS duration>96.36 ms and ΔQRS ratio during hospitalization≥3.40% are associated with increased risk of long-term all-cause mortality in patients with chronic heart failure.
7.Central nervous system-targeted reactivator HI-6 lipid nanoparti-cles for salvage of organophosphorus-induced brain injury mice
Ruizhi LIN ; Jianyu WANG ; Yajing WEI ; Xinran ZHAO ; Lin WANG ; Jun YANG ; Yongan WANG ; Cuiyun YU
Chinese Journal of Pharmacology and Toxicology 2025;39(9):641-650
OBJECTIVE To construct novel central nervous system(CNS)-targeted lipid nanoparti-cles for the treatment of organophosphorus-induced brain injury in mice.METHODS(1)Preparation,screening,and characterization of lipid nanoparticles.① Lipid nanoreactivators were prepared using the thin-film hydration method,with asoxime(HI-6)as the therapeutic drug and lipid carriers composed of 1-palmitoyl-2-oleoyl-sn-glycero-3-phospho-L-serine(POPS),1,2-dipalmitoyl-sn-glycero-3-phospho-choline(DPPC),and cholesterol(CHOL)(PDC)at varying molar ratios(1∶6∶3,3∶4∶3,5∶2∶3 and 7∶0∶3)(HI-6@PDC 1∶6∶3,3∶4∶3,5∶2∶3 and 7∶0∶3).② FLU-labeled lipid nanocarriers(FLU@PDC 1∶6∶3,3∶4∶3,5∶2∶3,and 7∶0∶3)were prepared and physically mixed with phospholipase A2(PLA2)solution(at the final PLA2 concentration of 10 kU·L-1)to obtain FLU@PDC+PLA2.Male KM mice were randomly divided into normal control(PBS),FLU,and FLU@PDC+PLA2(1∶6∶3,3∶4∶3,5∶2∶3,and 7∶0∶3)groups(n=7 per group).After intravenous(iv)administration(FLU dose:1 mg·kg-1,carrier dose:80 mg·kg-1),brain tissues were collected at 1 h,homogenized,centrifuged,and analyzed via fluorescence spectrophotom-etry to screen the optimal CNS-targeted lipid carrier composition.③ The morphology of HI-6@PDC 5∶2∶3 was characterized by transmission electron microscope(TEM).The particle size,polydispersity index(PDI),and zeta potential of HI-6@PDC 5∶2∶3 were measured using a Zeta potential and particle size analyzer.Encapsulation efficiency and loading efficiency of HI-6@PDC 5∶2∶3 were determined using an ultrafiltration centrifugation method combined with high-performance liquid chromatography(HPLC).In vitro release kinetics of HI-6@PDC 5∶2∶3 and HI-6@PDC+PLA2 5∶2∶3 were assessed using a dialysis bag diffusion method combined with fluorescence spectrophotometry.(2)Validation of CNS targeting.① Cyanine7(Cy7)-labeled PDC 5∶2∶3(Cy7@PDC)was prepared and mixed with PLA2 solution(Cy7@PDC+PLA2 5∶2∶3).Mice were divided into normal control,Cy7,Cy7@PDC 5∶2∶3 and Cy7@PDC+PLA2 5∶2∶3 groups(n=3 per group).After iv injection(Cy7 dose:1 mg·kg-1,carrier dose:80 mg·kg-1),brain fluorescence was visualized at 3 h using a small animal in vivo imaging(IVIS)system.② Cyanine 3(Cy3)-labeled PDC 5∶2∶3(Cy3@PDC 5∶2∶3)was prepared and mixed with PLA2 solution(Cy3@PDC+PLA2 5∶2∶3).Mice were divided into Cy3@PDC 5∶2∶3 and Cy3@PDC+PLA2 5∶2∶3 groups(n=3 per group).After iv injection(Cy3 dose:1 mg·kg-1,carrier dose:80 mg·kg-1),brain tissues were collected at 2 h for fluorescent staining and Cy3 fluorescence observation.(3)Therapeutic efficacy eval-uation.① Male KM mice were randomly divided into normal control,brain injury,HI-6 treatment,and HI-6@PDC+PLA2 5∶2∶3 treatment groups(n=6 per group).Except for the normal control,all the mice were subcutaneously(sc)injected with soman(120 μg·kg-1),followed by immediate iv treatment(HI-6 dose:22 mg·kg-1,carrier dose:80 mg·kg-1).At 10 min,orbital blood and brain tissues were collected before brain weight was recorded.Acetylcholinesterase(AChE)reactivation in blood and brain was measured using the Ellman method.② Grouping and treatment were identical to ①(n=3 per group).At 24 h,brain tissues were collected for HE staining to assess histopathological damage.③ Mice were divided into brain injury and HI-6@PDC+PLA2 5∶2∶3 treatment groups(n=10 per group)and treated as in ①(soman dose:220 ug·kg-1).Survival rates,neurotoxic symptoms(tremors,salivation),and seizure latency were recorded,and survival curves were plotted.RESULTS(1)PDC 5∶2∶3 exhibited the highest brain fluorescence,indicating optimal CNS targeting.HI-6@PDC 5∶2∶3 appeared in regular spherical shapes,and were negatively charged,with a size of(219.4±3.1)nm,PDI of 0.4±0.02,entrapment effi-ciency of 72.9%and loading efficiency of 49.7%.HI-6@PDC+PLA2 5∶2∶3 showed a cumulative release of 43.5%at 60 min,which was lower than that of rhodamine B(RB)but sufficient for CNS therapeutic timelines.(2)In vivo fluorescence and pathological fluorescence confirmed PLA2-mediated CNS delivery.(3)HI-6@PDC+PLA2 5∶2∶3 significantly enhanced AChE reactivation in the blood and brain compared to HI-6.Histopathology revealed mitigated brain injury in treated mice.HI-6@PDC+PLA2 5∶2∶3 prolonged survival,reduced convulsions,alleviated neurotoxicity,and extended seizure latency.CONCLUSION HI-6@PDC 5∶2∶3 can effectively cross the blood-brain barrier via PLA2 mediation,demonstrating strong CNS targeting.It can significantly improve AChE reactivation in peripheral and central tissues and offers potent therapeutic efficacy against organophosphate-induced brain injury.
8.Central nervous system-targeted reactivator HI-6 lipid nanoparti-cles for salvage of organophosphorus-induced brain injury mice
Ruizhi LIN ; Jianyu WANG ; Yajing WEI ; Xinran ZHAO ; Lin WANG ; Jun YANG ; Yongan WANG ; Cuiyun YU
Chinese Journal of Pharmacology and Toxicology 2025;39(9):641-650
OBJECTIVE To construct novel central nervous system(CNS)-targeted lipid nanoparti-cles for the treatment of organophosphorus-induced brain injury in mice.METHODS(1)Preparation,screening,and characterization of lipid nanoparticles.① Lipid nanoreactivators were prepared using the thin-film hydration method,with asoxime(HI-6)as the therapeutic drug and lipid carriers composed of 1-palmitoyl-2-oleoyl-sn-glycero-3-phospho-L-serine(POPS),1,2-dipalmitoyl-sn-glycero-3-phospho-choline(DPPC),and cholesterol(CHOL)(PDC)at varying molar ratios(1∶6∶3,3∶4∶3,5∶2∶3 and 7∶0∶3)(HI-6@PDC 1∶6∶3,3∶4∶3,5∶2∶3 and 7∶0∶3).② FLU-labeled lipid nanocarriers(FLU@PDC 1∶6∶3,3∶4∶3,5∶2∶3,and 7∶0∶3)were prepared and physically mixed with phospholipase A2(PLA2)solution(at the final PLA2 concentration of 10 kU·L-1)to obtain FLU@PDC+PLA2.Male KM mice were randomly divided into normal control(PBS),FLU,and FLU@PDC+PLA2(1∶6∶3,3∶4∶3,5∶2∶3,and 7∶0∶3)groups(n=7 per group).After intravenous(iv)administration(FLU dose:1 mg·kg-1,carrier dose:80 mg·kg-1),brain tissues were collected at 1 h,homogenized,centrifuged,and analyzed via fluorescence spectrophotom-etry to screen the optimal CNS-targeted lipid carrier composition.③ The morphology of HI-6@PDC 5∶2∶3 was characterized by transmission electron microscope(TEM).The particle size,polydispersity index(PDI),and zeta potential of HI-6@PDC 5∶2∶3 were measured using a Zeta potential and particle size analyzer.Encapsulation efficiency and loading efficiency of HI-6@PDC 5∶2∶3 were determined using an ultrafiltration centrifugation method combined with high-performance liquid chromatography(HPLC).In vitro release kinetics of HI-6@PDC 5∶2∶3 and HI-6@PDC+PLA2 5∶2∶3 were assessed using a dialysis bag diffusion method combined with fluorescence spectrophotometry.(2)Validation of CNS targeting.① Cyanine7(Cy7)-labeled PDC 5∶2∶3(Cy7@PDC)was prepared and mixed with PLA2 solution(Cy7@PDC+PLA2 5∶2∶3).Mice were divided into normal control,Cy7,Cy7@PDC 5∶2∶3 and Cy7@PDC+PLA2 5∶2∶3 groups(n=3 per group).After iv injection(Cy7 dose:1 mg·kg-1,carrier dose:80 mg·kg-1),brain fluorescence was visualized at 3 h using a small animal in vivo imaging(IVIS)system.② Cyanine 3(Cy3)-labeled PDC 5∶2∶3(Cy3@PDC 5∶2∶3)was prepared and mixed with PLA2 solution(Cy3@PDC+PLA2 5∶2∶3).Mice were divided into Cy3@PDC 5∶2∶3 and Cy3@PDC+PLA2 5∶2∶3 groups(n=3 per group).After iv injection(Cy3 dose:1 mg·kg-1,carrier dose:80 mg·kg-1),brain tissues were collected at 2 h for fluorescent staining and Cy3 fluorescence observation.(3)Therapeutic efficacy eval-uation.① Male KM mice were randomly divided into normal control,brain injury,HI-6 treatment,and HI-6@PDC+PLA2 5∶2∶3 treatment groups(n=6 per group).Except for the normal control,all the mice were subcutaneously(sc)injected with soman(120 μg·kg-1),followed by immediate iv treatment(HI-6 dose:22 mg·kg-1,carrier dose:80 mg·kg-1).At 10 min,orbital blood and brain tissues were collected before brain weight was recorded.Acetylcholinesterase(AChE)reactivation in blood and brain was measured using the Ellman method.② Grouping and treatment were identical to ①(n=3 per group).At 24 h,brain tissues were collected for HE staining to assess histopathological damage.③ Mice were divided into brain injury and HI-6@PDC+PLA2 5∶2∶3 treatment groups(n=10 per group)and treated as in ①(soman dose:220 ug·kg-1).Survival rates,neurotoxic symptoms(tremors,salivation),and seizure latency were recorded,and survival curves were plotted.RESULTS(1)PDC 5∶2∶3 exhibited the highest brain fluorescence,indicating optimal CNS targeting.HI-6@PDC 5∶2∶3 appeared in regular spherical shapes,and were negatively charged,with a size of(219.4±3.1)nm,PDI of 0.4±0.02,entrapment effi-ciency of 72.9%and loading efficiency of 49.7%.HI-6@PDC+PLA2 5∶2∶3 showed a cumulative release of 43.5%at 60 min,which was lower than that of rhodamine B(RB)but sufficient for CNS therapeutic timelines.(2)In vivo fluorescence and pathological fluorescence confirmed PLA2-mediated CNS delivery.(3)HI-6@PDC+PLA2 5∶2∶3 significantly enhanced AChE reactivation in the blood and brain compared to HI-6.Histopathology revealed mitigated brain injury in treated mice.HI-6@PDC+PLA2 5∶2∶3 prolonged survival,reduced convulsions,alleviated neurotoxicity,and extended seizure latency.CONCLUSION HI-6@PDC 5∶2∶3 can effectively cross the blood-brain barrier via PLA2 mediation,demonstrating strong CNS targeting.It can significantly improve AChE reactivation in peripheral and central tissues and offers potent therapeutic efficacy against organophosphate-induced brain injury.
9.Role of pulmonary phospholipids and their PLA2-derived metabo-lites lysophospholipids and fatty acids in the induction of acute lung injury in mice
Jianyu WANG ; Ruizhi LIN ; Xinran ZHAO ; Yajing WEI ; Lin WANG ; Xiuli ZHAO ; Jun YANG ; Yongan WANG
Chinese Journal of Pharmacology and Toxicology 2025;39(10):751-760
OBJECTIVE To investigate the acute lung injury effects of pulmonary phospholipids and their phospholipase A2(PLA2)decomposition products-lysophospholipids and fatty acids-on mice.METHODS Mice were randomly assigned to the following groups:① solvent control(PBS)and PLA2;② solvent control and glycerol phospholipid groups:1,2-dioleoyl-sn-glycero-3-phosphoserine(DOPS),1,2-dipalmitoyl-sn-glycero-3-phosphoserine(DPPS),1,2-dioleoyl-sn-glycero-3-phosphoethanol-amine(DOPE),1,2-dipalmitoyl-sn-glycero-3-phosphoethanolamine(DPPE),1,2-dipalmitoyl-sn-glycero-3-phosphocholine(DPPC),and 1-stearoyl-2-oleoyl-sn-glycero-3-phosphocholine(SOPC);③ solvent con-trol and fatty acid groups:palmitic acid(PA),oleic acid;④ solvent control and lysophospholipid groups:1-oleoyl-2-hydroxy-sn-glycero-3-phosphoserine(18∶1 LysoPS),1-stearoyl-sn-glycero-3-phosphoserine(18∶0 LysoPS),1-palmitoyl-sn-glycero-3-phosphoserine(16∶0 LysoPS),1-palmitoyl-sn-glycero-3-phos-phoethanolamine(16∶0 LysoPE),1-palmitoyl-sn-glycero-3-phosphocholine(16∶0 LysoPC);⑤ solvent control,PLA2,DPPC,PA,16∶0 LysoPC,16∶0 LysoPS,and 18∶1 LysoPS.Following anesthesia,mice were administered nebulized PBS in the solvent control group,2.1 ug·kg-1 PLA2 in PBS in the PLA2 group and 2.5 mg·kg-1 of the corresponding substance in PBS in other experimental groups.For group①,survival times were recorded and survival curves were plotted.At 1 h post-treatment,lung tissues from groups ①②③④ were collected,photographed to obtain white light images,and subjected to HE staining to assess histopathological changes and pathological scoring.At 2 h post-treatment,pulmonary blood flow in group ⑤ was assessed using laser speckle contrast imaging,arterial blood gas was analyzed with a blood gas analyzer,and lung function was evaluated using whole-body pleth-ysmography.At 6 hours post-treatment,blood cells from group ⑤ were analyzed using an automated hematology analyzer.RESULTS Compared with the solvent control group,severe pathological changes were observed in lung tissues of the PLA2 group,accompanied by extensive inflammatory infiltration and interstitial thickening,with all mice succumbing within 240 min.In mice treated with glyc-erol phospholipids,alveolar structures remained clear,alveolar walls were intact and continuous,and alveolar spaces were translucent,with only occasional minor inflammatory cell infiltration in the septa.No significant pathological alterations were detected in the fatty acid groups.Minor inflammatory cell infiltration was seen in the 16∶0 LysoPE and 16∶0 LysoPC groups.However,such pathological changes as patchy hemorrhage,alveolar interstitial edema,increased alveolar wall thickness,and elevated neutrophil counts were observed in the 18∶1 LysoPS,18∶0 LysoPS,and 16∶0 LysoPS groups.Pathological scores based on HE staining were significantly increased in the 16∶0 LysoPS and 18∶1 LysoPS groups com-pared with the solvent control.The percentage of the lung tissue injury area was also markedly higher in the 16∶0 LysoPS group.A significant decrease in the mean fluorescence intensity of blood flow was observed in the 16∶0 LysoPS group.Arterial partial pressure of oxygen(pO2)was significantly reduced in the PLA2 group,while arterial partial pressure of carbon dioxide(pCO2)was markedly elevated in the 16∶0 LysoPS and 18∶1 LysoPS groups.Lung function tests revealed that the 16∶0 LysoPS group exhibited significant increases in expiratory time,end-expiratory pressure,and enhanced pause,in contrast to significant decreases in tidal volume,expired volume,and minute volume.The 18∶1 LysoPS group also exhibited a significant decline in minute volume.No significant changes in inflammatory cell concentrations were detected in blood,with the exception of neutrophils in the 16∶0 LysoPS group,which showed a significant but physiologically normal increase.CONCLUSION Pulmonary phospholipids and their PLA2-derived fatty acid metabolites do not induce severe lung injury in mice while the lyso-phospholipid metabolites,particularly lysophosphatidylserine,are found to cause significant lung injury.
10.The Relationship Between QRS Duration and Its Changes During Hospitalization and Long-term All-cause Mortality in Patients With Chronic Heart Failure
Yajing WANG ; Jing TIAN ; Wei GUO ; Lei WANG ; Lei ZHANG ; Yanbo ZHANG ; Qinghua HAN
Chinese Circulation Journal 2025;40(1):46-53
Objectives:To investigate the relationship between QRS duration and its changes during hospitalization and long-term all-cause mortality in patients with chronic heart failure.Methods:A total of 3 580 patients who attended three tertiary hospitals in Shanxi Province(First Hospital of Shanxi Medical University,Shanxi Cardiovascular Hospital,Shanxi Bethune Hospital)and were diagnosed with chronic heart failure from March 2014 to November 2021,were enrolled in this study.QRS duration at admission and discharge were collected,and the changes in QRS duration during hospitalization(ΔQRS)and the ΔQRS ratio(ΔQRS/admission QRS duration×100% )were calculated.Patients were divided into three group according to tertiles of ΔQRS:the group with decreasing QRS duration(n=1 364),the group with stable QRS duration(n=1 248),and the group with progressing QRS duration(n=968).Telephone follow-up was conducted at months 1,3,6,12,and every 6 months thereafter after discharge till May 1,2023,long-term all-cause mortality was the primary endpoint.Survival curves were plotted using the Kaplan-Meier method,and comparisons between groups were made using the log-rank method.Cox proportional risk regression model was used for prognostic analysis,and restricted cubic spline curves were calculated to evaluate QRS duration-related variables during hospitalization and the risk of long-term all-cause mortality in patients with chronic heart failure.Results:The median follow-up was 71(56,92)months,and all-cause mortality occurred in 502(14.0% )patients.Long-term all-cause mortality was lower in the group with decreasing QRS duration and the group with stable QRS duration compared with the progressing QRS duration group(13.9% vs.10.7% vs.18.6%,χ2=28.607,P<0.001).Multifactorial Cox regression analysis showed that admission QRS duration(HR=1.005,95% CI:1.002-1.009,P=0.003)and higher ΔQRS ratio during hospitalization(HR=2.071,95% CI:1.247-3.440,P=0.005)were independent influencing factors of long-term all-cause mortality in chronic heart failure patients.Restricted cubic spline curves showed that when the admission QRS duration was>96.36 ms,the longer the QRS duration,the higher the risk of all-cause mortality;when the admission QRS duration fluctuated from 89.32-96.36 ms,the QRS duration was a protective factor for long-term all-cause mortality in patients with chronic heart failure;and when the ΔQRS ratio during hospitalization was≥3.40%,higher ΔQRS ratio was linked with increased risk of all-cause mortality.Conclusions:QRS duration and ΔQRS ratio during hospitalization are independent predictors of long-term all-cause mortality in patients with chronic heart failure.Admission QRS duration>96.36 ms and ΔQRS ratio during hospitalization≥3.40% are associated with increased risk of long-term all-cause mortality in patients with chronic heart failure.

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