1.Exploring the protective effects of subnormothermic normoxic mechanical perfusion of genetically modified porcine erythrocyte perfusate on ischemic and hypoxic brain injury in cynomolgus monkeys
Shen LI ; Yanghui DONG ; Xiangyu SONG ; Pengkai LI ; Zhaodi MI ; Yixuan ZHU ; Mengyi CUI ; Xiwei PENG ; Long CHENG ; Man YUAN ; Wenjing XU ; Jiang PENG ; Yaqun ZHAO
Organ Transplantation 2025;16(5):728-737
Objective To explore the protective effects of genetically modified porcine erythrocyte suspension as a subnormothermic normoxic mechanical perfusate on hypoxic-ischemic brain injury in cynomolgus monkeys caused by traumatic hemorrhage.Methods Cynomolgus monkeys were randomly divided into positive and negative control groups(a total of 3 monkeys,with 3 left cerebral hemispheres as the positive control group and 3 right cerebral hemispheres as the negative control group)and the subnormothermic perfusion group(n=3).The positive control group was directly sampled 1 hour after circulatory arrest,while the negative control group was placed at subnormothermic conditions for 6 hours after circulatory arrest.The subnormothermic perfusion group underwent 6 hours of subnormothermic normoxic mechanical perfusion of the bilateral common carotid arteries of the cynomolgus monkey hypoxic-ischemic brain injury model using genetically modified porcine erythrocyte suspension 1 hour after circulatory arrest.Before perfusion,cross-matching experiments were conducted between the six genetically modified pig and the cynomolgus monkeys.After the start of perfusion,the levels of routine blood indicators in the perfusate were detected at 0,1,2,3,4,5 and 6 hours.Blood oxygen saturation was recorded,and the levels of Na+,K+,Ca2+,glucose and blood pH in the perfusate were measured,as well as the levels of IgG and IgM in the perfusate.After 6 hours of perfusion,the water content of the brain tissue was measured.Nissl staining was performed on the frontal cortex and hippocampal regions,and immunofluorescence staining was used to detect the expression of glial fibrillary acidic protein(GFAP),ionized calcium-binding adapter molecule 1(Iba1)and neuronal nuclear antigen(NEUN).Results The cross-matching results between the six genetically modified pig and the cynomolgus monkeys were negative.The number of red blood cells in the perfusate decreased significantly at 3 hours of perfusion,and the hemoglobin level showed a downward trend at 1,3,5 and 6 hours.The number of white blood cells and platelets decreased at all time points.The blood oxygen saturation in the subnormothermic perfusion group remained stable at 95%-98%,and the levels of blood oxygen saturation,Na+,Ca2+,glucose and pH were stable,while the K+level first increased and then decreased.There was no significant difference in the levels of IgG and IgM before and after perfusion.The water content of brain tissue at the end of perfusion in the subnormothermic perfusion group was significantly higher than that in the positive control group(P<0.001).Nissl staining results showed that compared with the positive control group,the pyramidal neurons in the prefrontal cortex of the subnormothermic perfusion group maintained better morphological integrity,with no significant increase in enlarged and deformed cells.In the hippocampal CA1 region,there was a slight increase in enlarged and deformed cells,and a few cells with undamaged structures showed reduced cell size.In the hippocampal dentate gyrus,fewer granule neurons had compromised structural integrity,with increased cell edema.NEUN immunofluorescence staining showed that compared with the positive control group,the pyramidal neurons in the prefrontal cortex and hippocampal CA1 region of the subnormothermic perfusion group had better morphological states,with clear axons.The granule cells in the hippocampal dentate gyrus were well preserved,but the nuclei were less well protected.GFAP immunofluorescence staining showed that compared with the positive control group,the subnormothermic perfusion group had sparser protrusions that were more tightly associated with neurons.Iba1 immunofluorescence staining showed that compared with the positive control group,the subnormothermic perfusion group had thicker and fewer protrusions.Conclusions Compared with the positive control group,subnormothermic normoxic mechanical perfusion with genetically modified porcine erythrocyte perfusate increases brain tissue edema in cynomolgus monkeys,but better preserves the morphological integrity of neurons and glial cells.The protective effects may be related to the continuous oxygen and energy supply,maintenance of ion homeostasis and perfusate pH,reduced rejection,and low metabolic state of the whole brain.
2.Preliminary study on the clinical efficacy of drug treatment combined with transcranial alternating current stimulation in the treatment of patients with bipolar I disorder
Huiling WU ; Long WANG ; Shengchun JIN ; Li WAN ; Yaqun CHEN ; Qinhui ZHANG
Chinese Journal of Primary Medicine and Pharmacy 2025;32(7):1060-1064
Objective:To investigate the clinical efficacy of transcranial alternating current stimulation (tACS) combined with drug treatment in patients with bipolar Ⅰ disorder (BD Ⅰ).Methods:Forty-two patients with BD Ⅰ who were admitted to the Mental Health Center Affiliated to Anhui Medical University from March 2022 to June 2023 were included in this randomized double-blind study. These patients were randomly divided into a control group and an observation group using an Excel spreadsheet. In the control group, patients received 10 sessions of sham stimulation in addition to drug treatment, while the observation group received 10 sessions of tACS along with drug treatment. All patients were treated for 2 weeks. Each patient received stimulation for 15 minutes on each of the right and left prefrontal lobes once every working day. The Montreal Cognitive Assessment (MoCA) scores and Bech-Rafaelsen Mania Scale (BRMS) scores were compared between the two groups before and after treatment. Eighteen patients from the observation group and nineteen patients from the control group were included in the final analysis.Results:Two weeks after treatment, the MoCA score in the observation group was higher than that in the control group [(27.39 ± 1.88) vs. (24.63 ± 2.39)], and the BRMS score in the observation group was lower than that in the control group [(15.89 ± 3.18) vs. (19.00 ± 3.32)]. These differences were statistically significant ( t = -3.89, 2.91, both P < 0.05). After treatment, the MoCA score in the observation group increased, while the BRMS score decreased ( t = 5.04, -4.14, both P < 0.05). Pearson correlation analysis indicated the change in MoCA score was negatively correlated with BRMS score in both groups ( r = -0.433, P < 0.05). Conclusions:Drug treatment combined with tACS greatly improved clinical cognitive symptoms and reduced manic symptoms in patients with BD Ⅰ. The combined therapy exhibited better efficacy than monotherapy.
3.Healthcare institution resilience and the influencing factors during infectious disease outbreaks
Yaqun FU ; Jiawei ZHANG ; Bing HAN ; Quan WANG ; Zheng ZHU ; Zhijie NIE ; Yiyang TAN ; Qing LIU ; Xiaoguang LI ; Jing GUO ; Rongmeng JIANG ; Li YANG
Journal of Peking University(Health Sciences) 2025;57(3):529-536
Objective:To analyze the association between healthcare workers mental health,institu-tional supplies and facilities,inter-organizational coordination during infectious disease outbreaks,and the healthcare institution resilience.Methods:An online questionnaire survey was conducted among the healthcare workforce from 146 institutions in Beijing from January 13,2023 to February 9,2023,and a total of 1 434 eligible respondents were included.The sample comprised 408 responses from tertiary hos-pitals,117 from secondary hospitals,and 909 from primary care institutions.The resilience indicator for healthcare institutions was defined as the degree to which medical services met patient demands,with in-fluencing factors including physical factors,such as material shortages and facility space adaptation or ex-pansion,organizational factors such as information sharing and patient referral,and psychological factors were evaluated using job satisfaction(extrinsic satisfaction,intrinsic satisfaction),burnout(emotional exhaustion,depersonalization,reduced personal accomplishment),and depression status.Ordered mul-ticlassification Logistic regression was used to examine the impact of various factors on the degree to which healthcare services met patient needs;additionally,demographic factors that might influence institutional resilience were controlled.Results:During the emergency response phase,93%of hospitals maintained the capacity to meet patient needs,though tertiary hospitals demonstrated significantly higher rates of service inadequacy(21.05%).Material shortages were reported across all institutions,with tertiary hos-pitals experiencing more frequent multi-item shortages.Inter-institutional collaboration patterns revealed substantial variation:87.50%of primary care facilities,42.86%of secondary hospitals,and 31.58%of tertiary hospitals.Healthcare workers across all levels reported mild depressive symptoms and moderate-to-severe burnout levels.Regression analysis showed high satisfaction(overall satisfaction β=0.04,ex-trinsic satisfaction β=0.06,and intrinsic satisfaction β=0.08),low degree of job burnout(emotional exhaustion β=-0.04,depersonalization β=-0.07 and reduced personal accomplishment β=0.01),low degree of depression(β=-0.06)were significantly associated with higher healthcare institution re-silience.In addition,material shortages were significantly associated with lower resilience,and renova-tion and expansion of treatment spaces,and information sharing,were all associated with higher resilience.Demographic factors(age,gender,marital status,educational background,etc.)had no sig-nificant impact on resilience.Conclusion:Mental health status significantly influences healthcare institu-tion resilience.As human resources constitute the core asset of healthcare institutions,strategic optimiza-tion of workforce allocation and psychological support interventions can effectively strengthen resilience.Moreover,healthcare institution resilience is positively impacted by orderly material supply chains,timely resource distribution,and adaptive reconfiguration of clinical spaces.Finally,facilitating information sharing also enhances institutional resilience.
4.Consistency of MSCT 3D processing technique and QCT in measuring BMD for lumbar vertebra
Xiangming LI ; Lixin ZHANG ; Weifeng WANG ; Yaqun KONG ; Chensi XU ; Wanbo ZHOU ; Shunsheng AI ; Lixiang SONG ; Yantao NIU
China Medical Equipment 2025;22(4):28-33
Objective:To study the consistency between post-processing bone mineral density(BMD)values of multi-slice spiral computed tomography(MSCT)scan and the BMD value of quantitative computed tomography(QCT)for lumbar vertebra,so as to explore the feasibility of utilizing MSCT scan-based post-processing BMD values for lumbar vertebra in clinical practice.Methods:The MSCT equipment and QCT equipment were respectively adopted to conduct imaging scan for the L2-L4 of lumber vertebra of QRM-ESP145 European Spine Phantom(ESP),and L2-L4 of lumbar vertebra of adult sheep,and L2-L4 of lumbar vertebra of adult volunteer.The L2-L4 of ESP lumber vertebra and L2-L4 of lumbar vertebra of adult sheep were scanned respectively MSCT and QCT for three times,so as to measure BMD values.The L2-L4 of lumbar vertebrae of volunteers were scanned respectively by the two methods for one time according to the standard of clinical examination,which were reconstructed by three times so as to obtain mean of them.The BMD values of QCT scan were set as control group,and the BMD values of MSCT scan were set as experiment group.The experiment group was further divided into experiment 1 group[two dimension(2D)regional volumetric BMD values of the lumbar vertebra]and experiment 2 group[three dimension(3D)global volumetric BMD post-processing of the lumbar vertebra]according to the reliability of experiment.Then,the consistency between the MSCT 3D post-processing BMD values of three groups and QCT-measured BMD values was compared and analyzed.Results:The MSCT 3D post-processing BMD values of L2-L4 of ESP lumbar vertebra of three groups were respectively(120.83±0.97),(199.57±0.54)and(119.19±1.04)mg/cm3,and that of L2-L4 of lumbar vertebra of adult sheep of three groups were respectively(414.89±1.72),(410.50±0.77)and(420.25±2.71)mg/cm3,and that of L2-L4 of lumbar vertebra of volunteer were respectively(141.22±0.09),(137.38±0.37)and(152.03±1.03)mg/cm3.There were not statistically significant differences in BMD values between MSCT examination and QCT examination(P>0.05).Conclusion:MSCT 3D post-processing BMD values on lumbar vertebra has high consistency with that of QCT measurements,which post-processing technique can replace QCT to conduct BMD examination,and reduce unnecessary radiation exposure and examination costs for patients.
5.Early prediction and decision curve analysis of venous thrombosis risk in patients after acute stroke
Wei SU ; Jianzhong XIONG ; Yaqun LI ; Wenmiao JIE
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(7):925-930
Objective To construct a risk prediction model for venous thromboembolism(VTE)in patients with acute stroke and analyze its predictive value with decision curve.Methods Clinical data of 265 patients with acute stroke admitted to Department of Neurology of Pingxiang People's Hospital between May 2022 and May 2024 were collected,and 185 of them(69.8%)were assigned to a training set and 80 cases(30.2%)into a validation set.Based on the results of color Doppler ultrasound examination,the patients in the training set were divided into the VTE group(72 cases)and the non-VTE group(113 cases).Multivariate logistic regression analysis was used to identify the risk factors for VTE occurrence in the patients.A prediction model was constructed and a nomegram was developed to visually present the logistic regression prediction model.ROC curve and decision curve analyses were applied to evaluate the predictive performance of the logis-tic regression model.Results The VTE group had significantly larger intracranial hemorrhage volume,higher fibrinogen(FIB),D-dimer and C-reactive protein(CRP)levels,and lower Glasgow Coma Scale(GCS)score than the non-VTE group(P<0.01).Multivariate logistic regression analysis indicated that intracranial hemorrhage volume(OR=1.243,95%CI:1.015-1.522),FIB(OR=3.161,95%CI:1.711-5.841),CRP(OR=1.595,95%CI:1.283-1.981),and D-dimer(OR=6.234,95%CI:2.693-14.434)were independent risk factors for the occurrence of VTE in the patients with acute stroke,while GCS score(OR=0.587,95%CI:0.413-0.834,P=0.003)was an independent protective factor against the occurrence.A VTE prediction model based on these influencing factors obtained a consistency index of 0.978.The calibration curve results showed that the observed values were in good agreement with the predicted values.ROC curve analysis indicated that the AUC value of the prediction model was 0.978(95%CI:0.945-0.994)in the training set and 0.959(95%CI:0.890-0.991)in the validation set.Decision curve analysis revealed that the model achieved higher net benefit when the threshold probability was between 20%and 80%.Conclusion Intracranial bleeding volume,GCS score,CRP,Didimer and FIB are related influencing factors of VTE in patients with acute stroke,and the prediction model of deci-sion curve based on the above factors is of high prediction efficiency.
6.Healthcare institution resilience and the influencing factors during infectious disease outbreaks
Yaqun FU ; Jiawei ZHANG ; Bing HAN ; Quan WANG ; Zheng ZHU ; Zhijie NIE ; Yiyang TAN ; Qing LIU ; Xiaoguang LI ; Jing GUO ; Rongmeng JIANG ; Li YANG
Journal of Peking University(Health Sciences) 2025;57(3):529-536
Objective:To analyze the association between healthcare workers mental health,institu-tional supplies and facilities,inter-organizational coordination during infectious disease outbreaks,and the healthcare institution resilience.Methods:An online questionnaire survey was conducted among the healthcare workforce from 146 institutions in Beijing from January 13,2023 to February 9,2023,and a total of 1 434 eligible respondents were included.The sample comprised 408 responses from tertiary hos-pitals,117 from secondary hospitals,and 909 from primary care institutions.The resilience indicator for healthcare institutions was defined as the degree to which medical services met patient demands,with in-fluencing factors including physical factors,such as material shortages and facility space adaptation or ex-pansion,organizational factors such as information sharing and patient referral,and psychological factors were evaluated using job satisfaction(extrinsic satisfaction,intrinsic satisfaction),burnout(emotional exhaustion,depersonalization,reduced personal accomplishment),and depression status.Ordered mul-ticlassification Logistic regression was used to examine the impact of various factors on the degree to which healthcare services met patient needs;additionally,demographic factors that might influence institutional resilience were controlled.Results:During the emergency response phase,93%of hospitals maintained the capacity to meet patient needs,though tertiary hospitals demonstrated significantly higher rates of service inadequacy(21.05%).Material shortages were reported across all institutions,with tertiary hos-pitals experiencing more frequent multi-item shortages.Inter-institutional collaboration patterns revealed substantial variation:87.50%of primary care facilities,42.86%of secondary hospitals,and 31.58%of tertiary hospitals.Healthcare workers across all levels reported mild depressive symptoms and moderate-to-severe burnout levels.Regression analysis showed high satisfaction(overall satisfaction β=0.04,ex-trinsic satisfaction β=0.06,and intrinsic satisfaction β=0.08),low degree of job burnout(emotional exhaustion β=-0.04,depersonalization β=-0.07 and reduced personal accomplishment β=0.01),low degree of depression(β=-0.06)were significantly associated with higher healthcare institution re-silience.In addition,material shortages were significantly associated with lower resilience,and renova-tion and expansion of treatment spaces,and information sharing,were all associated with higher resilience.Demographic factors(age,gender,marital status,educational background,etc.)had no sig-nificant impact on resilience.Conclusion:Mental health status significantly influences healthcare institu-tion resilience.As human resources constitute the core asset of healthcare institutions,strategic optimiza-tion of workforce allocation and psychological support interventions can effectively strengthen resilience.Moreover,healthcare institution resilience is positively impacted by orderly material supply chains,timely resource distribution,and adaptive reconfiguration of clinical spaces.Finally,facilitating information sharing also enhances institutional resilience.
7.Exploring the protective effects of subnormothermic normoxic mechanical perfusion of genetically modified porcine erythrocyte perfusate on ischemic and hypoxic brain injury in cynomolgus monkeys
Shen LI ; Yanghui DONG ; Xiangyu SONG ; Pengkai LI ; Zhaodi MI ; Yixuan ZHU ; Mengyi CUI ; Xiwei PENG ; Long CHENG ; Man YUAN ; Wenjing XU ; Jiang PENG ; Yaqun ZHAO
Organ Transplantation 2025;16(5):728-737
Objective To explore the protective effects of genetically modified porcine erythrocyte suspension as a subnormothermic normoxic mechanical perfusate on hypoxic-ischemic brain injury in cynomolgus monkeys caused by traumatic hemorrhage.Methods Cynomolgus monkeys were randomly divided into positive and negative control groups(a total of 3 monkeys,with 3 left cerebral hemispheres as the positive control group and 3 right cerebral hemispheres as the negative control group)and the subnormothermic perfusion group(n=3).The positive control group was directly sampled 1 hour after circulatory arrest,while the negative control group was placed at subnormothermic conditions for 6 hours after circulatory arrest.The subnormothermic perfusion group underwent 6 hours of subnormothermic normoxic mechanical perfusion of the bilateral common carotid arteries of the cynomolgus monkey hypoxic-ischemic brain injury model using genetically modified porcine erythrocyte suspension 1 hour after circulatory arrest.Before perfusion,cross-matching experiments were conducted between the six genetically modified pig and the cynomolgus monkeys.After the start of perfusion,the levels of routine blood indicators in the perfusate were detected at 0,1,2,3,4,5 and 6 hours.Blood oxygen saturation was recorded,and the levels of Na+,K+,Ca2+,glucose and blood pH in the perfusate were measured,as well as the levels of IgG and IgM in the perfusate.After 6 hours of perfusion,the water content of the brain tissue was measured.Nissl staining was performed on the frontal cortex and hippocampal regions,and immunofluorescence staining was used to detect the expression of glial fibrillary acidic protein(GFAP),ionized calcium-binding adapter molecule 1(Iba1)and neuronal nuclear antigen(NEUN).Results The cross-matching results between the six genetically modified pig and the cynomolgus monkeys were negative.The number of red blood cells in the perfusate decreased significantly at 3 hours of perfusion,and the hemoglobin level showed a downward trend at 1,3,5 and 6 hours.The number of white blood cells and platelets decreased at all time points.The blood oxygen saturation in the subnormothermic perfusion group remained stable at 95%-98%,and the levels of blood oxygen saturation,Na+,Ca2+,glucose and pH were stable,while the K+level first increased and then decreased.There was no significant difference in the levels of IgG and IgM before and after perfusion.The water content of brain tissue at the end of perfusion in the subnormothermic perfusion group was significantly higher than that in the positive control group(P<0.001).Nissl staining results showed that compared with the positive control group,the pyramidal neurons in the prefrontal cortex of the subnormothermic perfusion group maintained better morphological integrity,with no significant increase in enlarged and deformed cells.In the hippocampal CA1 region,there was a slight increase in enlarged and deformed cells,and a few cells with undamaged structures showed reduced cell size.In the hippocampal dentate gyrus,fewer granule neurons had compromised structural integrity,with increased cell edema.NEUN immunofluorescence staining showed that compared with the positive control group,the pyramidal neurons in the prefrontal cortex and hippocampal CA1 region of the subnormothermic perfusion group had better morphological states,with clear axons.The granule cells in the hippocampal dentate gyrus were well preserved,but the nuclei were less well protected.GFAP immunofluorescence staining showed that compared with the positive control group,the subnormothermic perfusion group had sparser protrusions that were more tightly associated with neurons.Iba1 immunofluorescence staining showed that compared with the positive control group,the subnormothermic perfusion group had thicker and fewer protrusions.Conclusions Compared with the positive control group,subnormothermic normoxic mechanical perfusion with genetically modified porcine erythrocyte perfusate increases brain tissue edema in cynomolgus monkeys,but better preserves the morphological integrity of neurons and glial cells.The protective effects may be related to the continuous oxygen and energy supply,maintenance of ion homeostasis and perfusate pH,reduced rejection,and low metabolic state of the whole brain.
8.Preliminary study on the clinical efficacy of drug treatment combined with transcranial alternating current stimulation in the treatment of patients with bipolar I disorder
Huiling WU ; Long WANG ; Shengchun JIN ; Li WAN ; Yaqun CHEN ; Qinhui ZHANG
Chinese Journal of Primary Medicine and Pharmacy 2025;32(7):1060-1064
Objective:To investigate the clinical efficacy of transcranial alternating current stimulation (tACS) combined with drug treatment in patients with bipolar Ⅰ disorder (BD Ⅰ).Methods:Forty-two patients with BD Ⅰ who were admitted to the Mental Health Center Affiliated to Anhui Medical University from March 2022 to June 2023 were included in this randomized double-blind study. These patients were randomly divided into a control group and an observation group using an Excel spreadsheet. In the control group, patients received 10 sessions of sham stimulation in addition to drug treatment, while the observation group received 10 sessions of tACS along with drug treatment. All patients were treated for 2 weeks. Each patient received stimulation for 15 minutes on each of the right and left prefrontal lobes once every working day. The Montreal Cognitive Assessment (MoCA) scores and Bech-Rafaelsen Mania Scale (BRMS) scores were compared between the two groups before and after treatment. Eighteen patients from the observation group and nineteen patients from the control group were included in the final analysis.Results:Two weeks after treatment, the MoCA score in the observation group was higher than that in the control group [(27.39 ± 1.88) vs. (24.63 ± 2.39)], and the BRMS score in the observation group was lower than that in the control group [(15.89 ± 3.18) vs. (19.00 ± 3.32)]. These differences were statistically significant ( t = -3.89, 2.91, both P < 0.05). After treatment, the MoCA score in the observation group increased, while the BRMS score decreased ( t = 5.04, -4.14, both P < 0.05). Pearson correlation analysis indicated the change in MoCA score was negatively correlated with BRMS score in both groups ( r = -0.433, P < 0.05). Conclusions:Drug treatment combined with tACS greatly improved clinical cognitive symptoms and reduced manic symptoms in patients with BD Ⅰ. The combined therapy exhibited better efficacy than monotherapy.
9.Consistency of MSCT 3D processing technique and QCT in measuring BMD for lumbar vertebra
Xiangming LI ; Lixin ZHANG ; Weifeng WANG ; Yaqun KONG ; Chensi XU ; Wanbo ZHOU ; Shunsheng AI ; Lixiang SONG ; Yantao NIU
China Medical Equipment 2025;22(4):28-33
Objective:To study the consistency between post-processing bone mineral density(BMD)values of multi-slice spiral computed tomography(MSCT)scan and the BMD value of quantitative computed tomography(QCT)for lumbar vertebra,so as to explore the feasibility of utilizing MSCT scan-based post-processing BMD values for lumbar vertebra in clinical practice.Methods:The MSCT equipment and QCT equipment were respectively adopted to conduct imaging scan for the L2-L4 of lumber vertebra of QRM-ESP145 European Spine Phantom(ESP),and L2-L4 of lumbar vertebra of adult sheep,and L2-L4 of lumbar vertebra of adult volunteer.The L2-L4 of ESP lumber vertebra and L2-L4 of lumbar vertebra of adult sheep were scanned respectively MSCT and QCT for three times,so as to measure BMD values.The L2-L4 of lumbar vertebrae of volunteers were scanned respectively by the two methods for one time according to the standard of clinical examination,which were reconstructed by three times so as to obtain mean of them.The BMD values of QCT scan were set as control group,and the BMD values of MSCT scan were set as experiment group.The experiment group was further divided into experiment 1 group[two dimension(2D)regional volumetric BMD values of the lumbar vertebra]and experiment 2 group[three dimension(3D)global volumetric BMD post-processing of the lumbar vertebra]according to the reliability of experiment.Then,the consistency between the MSCT 3D post-processing BMD values of three groups and QCT-measured BMD values was compared and analyzed.Results:The MSCT 3D post-processing BMD values of L2-L4 of ESP lumbar vertebra of three groups were respectively(120.83±0.97),(199.57±0.54)and(119.19±1.04)mg/cm3,and that of L2-L4 of lumbar vertebra of adult sheep of three groups were respectively(414.89±1.72),(410.50±0.77)and(420.25±2.71)mg/cm3,and that of L2-L4 of lumbar vertebra of volunteer were respectively(141.22±0.09),(137.38±0.37)and(152.03±1.03)mg/cm3.There were not statistically significant differences in BMD values between MSCT examination and QCT examination(P>0.05).Conclusion:MSCT 3D post-processing BMD values on lumbar vertebra has high consistency with that of QCT measurements,which post-processing technique can replace QCT to conduct BMD examination,and reduce unnecessary radiation exposure and examination costs for patients.
10.Early prediction and decision curve analysis of venous thrombosis risk in patients after acute stroke
Wei SU ; Jianzhong XIONG ; Yaqun LI ; Wenmiao JIE
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(7):925-930
Objective To construct a risk prediction model for venous thromboembolism(VTE)in patients with acute stroke and analyze its predictive value with decision curve.Methods Clinical data of 265 patients with acute stroke admitted to Department of Neurology of Pingxiang People's Hospital between May 2022 and May 2024 were collected,and 185 of them(69.8%)were assigned to a training set and 80 cases(30.2%)into a validation set.Based on the results of color Doppler ultrasound examination,the patients in the training set were divided into the VTE group(72 cases)and the non-VTE group(113 cases).Multivariate logistic regression analysis was used to identify the risk factors for VTE occurrence in the patients.A prediction model was constructed and a nomegram was developed to visually present the logistic regression prediction model.ROC curve and decision curve analyses were applied to evaluate the predictive performance of the logis-tic regression model.Results The VTE group had significantly larger intracranial hemorrhage volume,higher fibrinogen(FIB),D-dimer and C-reactive protein(CRP)levels,and lower Glasgow Coma Scale(GCS)score than the non-VTE group(P<0.01).Multivariate logistic regression analysis indicated that intracranial hemorrhage volume(OR=1.243,95%CI:1.015-1.522),FIB(OR=3.161,95%CI:1.711-5.841),CRP(OR=1.595,95%CI:1.283-1.981),and D-dimer(OR=6.234,95%CI:2.693-14.434)were independent risk factors for the occurrence of VTE in the patients with acute stroke,while GCS score(OR=0.587,95%CI:0.413-0.834,P=0.003)was an independent protective factor against the occurrence.A VTE prediction model based on these influencing factors obtained a consistency index of 0.978.The calibration curve results showed that the observed values were in good agreement with the predicted values.ROC curve analysis indicated that the AUC value of the prediction model was 0.978(95%CI:0.945-0.994)in the training set and 0.959(95%CI:0.890-0.991)in the validation set.Decision curve analysis revealed that the model achieved higher net benefit when the threshold probability was between 20%and 80%.Conclusion Intracranial bleeding volume,GCS score,CRP,Didimer and FIB are related influencing factors of VTE in patients with acute stroke,and the prediction model of deci-sion curve based on the above factors is of high prediction efficiency.

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