1.Long-term survival outcomes and prognostic factors following radical resection of pancreatic body and tail cancer:a retrospective analysis of 992 patients
Dong XU ; Yang WU ; Kai ZHANG ; Nan LYU ; Qianqian WANG ; Pengfei WU ; Jie YIN ; Baobao CAI ; Guodong SHI ; Jianzhen LIN ; Yazhou WANG ; Lingdi YIN ; Zipeng LU ; Min TU ; Jianmin CHEN ; Feng GUO ; Jishu WEI ; Junli WU ; Wentao GAO ; Cuncai DAI ; Yi MIAO ; Kuirong JIANG
Chinese Journal of Surgery 2026;64(1):46-54
Objective:To investigate the survival outcomes and prognostic factors in patients undergoing radical resection for pancreatic body and tail cancer.Methods:A retrospective case series study was conducted on 992 patients who underwent radical resection for pancreatic body and tail cancer at the Pancreatic Center of the First Affiliated Hospital of Nanjing Medical University from January 2016 to June 2024. In this study, 577 (58.2%) were male and 415 (41.8%) were female,with an age of (65±9) years (range: 26 to 86 years). Follow-up continued until June 2024. Survival rates were estimated using the Kaplan-Meier method,and prognostic factors were identified using univariate and multivariate Cox proportional hazards models.Results:Among 992 patients,open surgery was the predominant approach (89.1%, 884/992), and radical antegrade modular pancreatosplenectomy (RAMPS) was performed in 317 patients (32.0%). Combined organ resection,venous resection,and arterial resection were performed in 23.5%, 9.3%,and 11.2% of patients,respectively. The rates of R0, R1-1 mm, and R1-direct resections were 49.8% (494/992),41.5% (412/992), and 8.7% (86/992),respectively. Stage ⅡB was the most common TNM stage (32.2%,319/992). A total of 801 patients (80.8%) received adjuvant chemotherapy. The median follow-up period was 32.0(8.8) months(range:3.2 to 105.3 months),during which 508 patients (51.2%) died. The overall median survival (OS) was 26.4 months,with 1-,3-, and 5-year survival rates of 79.0%,40.0%, and 29.0%, respectively. In the recent five years (from 2020 to 2024), the median OS improved significantly to 34.1 months compared to 20.0 months from 2016 to 2019 ( P<0.01). Histological subtype analysis showed that the median OS time was 26.7 months for pancreatic ductal adenocarcinoma (PDAC, n=855),58.9 months for invasive intraductal papillary mucinous carcinoma (IPMC, n=32),and 15.7 months for adenosquamous carcinoma of pancreas (ASCP, n=73) ( P=0.001). Among PDAC patients, adjuvant chemotherapy significantly improved survival (29.1 months vs. 14.4 months, P<0.01);in IPMC patients, adjuvant chemotherapy also extended survival (65.7 months vs. 58.9 months, P=0.047). Although ASCP patients receiving chemotherapy had a longer median OS time than those without (18.8 months vs. 8.9 months),the difference was not statistically significant ( P=0.151). Multivariate Cox regression analysis in PDAC patients indicated that adjuvant chemotherapy, R0 resection, T stage,N stage,and tumor differentiation were independent prognostic factors ( P<0.01). The median OS time by TNM stage was:not reached for stage ⅠA, 51.6 months for ⅠB, 25.5 months for ⅡA, 23.7 months for ⅡB, 23.0 months for Ⅲ, and 14.4 months for Ⅳ. The median OS time for R0,R1-1 mm,and R1-direct resections was 34.1,24.7,and 15.7 months,respectively ( P<0.01). Conclusion:Adjuvant chemotherapy,R0 resection,tumor stage,and differentiation are independent prognostic factors for pancreatic body and tail cancer.
2.Long-term survival outcomes and prognostic factors following radical resection of pancreatic body and tail cancer:a retrospective analysis of 992 patients
Dong XU ; Yang WU ; Kai ZHANG ; Nan LYU ; Qianqian WANG ; Pengfei WU ; Jie YIN ; Baobao CAI ; Guodong SHI ; Jianzhen LIN ; Yazhou WANG ; Lingdi YIN ; Zipeng LU ; Min TU ; Jianmin CHEN ; Feng GUO ; Jishu WEI ; Junli WU ; Wentao GAO ; Cuncai DAI ; Yi MIAO ; Kuirong JIANG
Chinese Journal of Surgery 2026;64(1):46-54
Objective:To investigate the survival outcomes and prognostic factors in patients undergoing radical resection for pancreatic body and tail cancer.Methods:A retrospective case series study was conducted on 992 patients who underwent radical resection for pancreatic body and tail cancer at the Pancreatic Center of the First Affiliated Hospital of Nanjing Medical University from January 2016 to June 2024. In this study, 577 (58.2%) were male and 415 (41.8%) were female,with an age of (65±9) years (range: 26 to 86 years). Follow-up continued until June 2024. Survival rates were estimated using the Kaplan-Meier method,and prognostic factors were identified using univariate and multivariate Cox proportional hazards models.Results:Among 992 patients,open surgery was the predominant approach (89.1%, 884/992), and radical antegrade modular pancreatosplenectomy (RAMPS) was performed in 317 patients (32.0%). Combined organ resection,venous resection,and arterial resection were performed in 23.5%, 9.3%,and 11.2% of patients,respectively. The rates of R0, R1-1 mm, and R1-direct resections were 49.8% (494/992),41.5% (412/992), and 8.7% (86/992),respectively. Stage ⅡB was the most common TNM stage (32.2%,319/992). A total of 801 patients (80.8%) received adjuvant chemotherapy. The median follow-up period was 32.0(8.8) months(range:3.2 to 105.3 months),during which 508 patients (51.2%) died. The overall median survival (OS) was 26.4 months,with 1-,3-, and 5-year survival rates of 79.0%,40.0%, and 29.0%, respectively. In the recent five years (from 2020 to 2024), the median OS improved significantly to 34.1 months compared to 20.0 months from 2016 to 2019 ( P<0.01). Histological subtype analysis showed that the median OS time was 26.7 months for pancreatic ductal adenocarcinoma (PDAC, n=855),58.9 months for invasive intraductal papillary mucinous carcinoma (IPMC, n=32),and 15.7 months for adenosquamous carcinoma of pancreas (ASCP, n=73) ( P=0.001). Among PDAC patients, adjuvant chemotherapy significantly improved survival (29.1 months vs. 14.4 months, P<0.01);in IPMC patients, adjuvant chemotherapy also extended survival (65.7 months vs. 58.9 months, P=0.047). Although ASCP patients receiving chemotherapy had a longer median OS time than those without (18.8 months vs. 8.9 months),the difference was not statistically significant ( P=0.151). Multivariate Cox regression analysis in PDAC patients indicated that adjuvant chemotherapy, R0 resection, T stage,N stage,and tumor differentiation were independent prognostic factors ( P<0.01). The median OS time by TNM stage was:not reached for stage ⅠA, 51.6 months for ⅠB, 25.5 months for ⅡA, 23.7 months for ⅡB, 23.0 months for Ⅲ, and 14.4 months for Ⅳ. The median OS time for R0,R1-1 mm,and R1-direct resections was 34.1,24.7,and 15.7 months,respectively ( P<0.01). Conclusion:Adjuvant chemotherapy,R0 resection,tumor stage,and differentiation are independent prognostic factors for pancreatic body and tail cancer.
3.Mechanism of Wumen Gumibao Decoction Regulating Wnt/β-catenin and OPG/RANKL Pathways to Relieve Osteoporosis in Senescence Accelerated Mice
Guodong ZHANG ; Wanlin ZHANG ; Yuwei LI
Journal of Zhejiang Chinese Medical University 2025;49(5):536-545
[Objective]To investigate the mechanism of Wumen Gumibao Decoction in treating senile osteoporosis(SOP)of senescence accelerated mouse prone 6(SAMP6)mice.[Methods]SAM-resistant 1(SAMR1)mice was set as control group,SAMP6 mice were randomly divided into model group(SAMP6),Chinese medicine low dose group(SAMP6+Wumen Gumibao Decoction 7.5 g·kg-1)and Chinese medicine high dose group(SAMP6+Wumen Gumibao Decoction 15.0 g·kg-1),with 10 mice in each group.Mice in control group and model group were gavaged with equal volume of 0.9%sodium chloride solution,and the two groups of Chinese medicine were given Wumen Gumibao Decoction,once a day for 12 weeks.The changes of body mass were observed during the experiment.At the end of the experiment,hematoxylin-eosin(HE)staining was used to observe the pathological changes of the femur in mice.Micro computed tomography(Micro-CT)was used to observe the microstructure and parameters of the femur.The serum levels of calcium(Ca),phosphorus(P)was detected with biochemical method,and the serum levels of calcitonin(CT),procollagen type Ⅰ N-terminal propeptide(PⅠNP),bone γ-carboxyglutamic acid-containing protein(BGP),alkaline phosphatase(ALP),tartrate resistant acid phosphatase(TRACP),procollagen type Ⅰ C-terminal propeptide(PⅠCP),insulin-like growth factor-1(IGF-1),parathyroid hormone(PTH)were detected by enzyme-linked immunosorbent assay(ELISA).Immunohistochemical(IHC)staining was used to detect Wnt3α,phosphorylated-b-catenin(p-b-catenin),osteoprotegerin(OPG),receptor activator of nuclear factor-κB(RANK)and ligand of receptor activator of NF-κB(RANKL),secretory protein Dickkopf-1(DKK1)and glycogen synthase kinase 3b(GSK3b).[Results]Compared with control group,the cortical bone texture,direction and arrangement of bone cells in bone tissue of model group were disordered,and the trabecular structure was loose,showing a state of osteoporosis,bone microstructure parameters bone mineral density,bone volume/tissue volume ratio,trabecular number,trabecular thickness decreased significantly(P<0.05)and trabecular separation increased significantly(P<0.05).The serum levels of Ca,BGP,PⅠNP,CT and ALP were significantly decreased(P<0.05),and P,TRACP,PⅠCP and IGF-1 were significantly increased(P<0.05).In addition,the expression of Wnt3a as significantly down-regulated(P<0.05),and the expression of p-β-catenin,OPG,RANK,RANKL,DKK1 and GSK3β was significantly up-regulated(P<0.05).Compared with model group,Chinese medicine low and high dose groups can improve the pathological morphology of the femur to varying degrees,increase the number of bone trabeculae and reduced the fracture of bone trabeculae,and improved the related parameters of bone microstructure(P<0.05).The levels of serum Ca,CT,BGP,PⅠNP and ALP were increased(P<0.05),and the levels of P,TRACP,PⅠCP and IGF-1 were decreased(P<0.05),and PTH was increased(P<0.05).At the same time,it could up-regulate the expression of Wnt3α protein in the femur(P<0.05)and down-regulate the expression of p-β-catenin,OPG,RANK,RANKL,DKK1 and GSK3b protein(P<0.05).[Conclusion]Wumen Gumibao Decoction has the effect of significantly improving osteoporosis in SAMP6 mice,and its mechanism may be related to its regulation of Wnt/β-catenin and OPG/RANK/RANKL signaling pathways.
4.Design and application of one kind of device for exercise to frozen shoulder
Wenbo ZHANG ; Maobing TIAN ; Ting ZHANG ; Guodong LI ; Wenxu WU ; Zaifei CHEN ; Weijun KONG
China Medical Equipment 2025;22(6):175-179,185
Objective:To design a device for exercise to frozen shoulder,and explore its application effect.Methods:The main body of the device for exercise to frozen shoulder adopted stainless steel,which included horizontal frame and adjustable vertical column.It is suitable to the functional rehabilitation of the shoulder in patients with frozen shoulder or postoperative joint adhesions on shoulder.Fifty patients with frozen shoulder who admitted to Zunyi Hospital of Traditional Chinese Medicine between July 2019 and December 2022 were selected.They were randomly divided into observation group(n=25)and control group(n=25)by using a random number table.Both groups received injection therapy via anterior glenohumeral joint cavity.The observation group underwent treatment using the device for exercise to frozen shoulder,while the control group received conventionally functional exercises for shoulder.The Visual Analog Scale(VAS)scores,Shoulder Pain and Disability Index(SPADI)scores,and the range of motion(ROM)of shoulder were compared between the two groups at different periods before and after treatment.Results:VAS and SPADI scores in the observation group were significantly lower than those in the control group at the 2nd week,the 2nd month,and the 6th month post-treatment(t=3.368,3.597,4.363,t=2.301,3.553,3.513,P<0.05).Flexion and abduction ROM of shoulder in the observation group were significantly higher than those in the control group at the 2nd week,the 2nd month,and the 6th month post-treatment(t=3.116,2.909,3.687,t=2.299,2.171,2.413,P<0.05).External rotation ROM of shoulder in the observation group was significantly higher than that in the control group at the 2nd month and the 6th month post-treatment(t=2.501,3.576,P<0.05).Furthermore,there were significant differences in the VAS and SPADI scores of observation group among before treatment and after 2 weeks,2 months,and 6 months of treatment(F=8.021,6.108,P<0.05).Similarly,there were significant differences in flexion,abduction and external rotation ROM of shoulder in the observation group among before treatment and after 2 weeks,2 months,and 6 months of treatment(F=8.412,10.261,4.085,P<0.05).Conclusion:The self-designed device for exercise is safe and effective in short-term adjunctive treatment to frozen shoulder,which is one kind of alternative tool that is contribute to rehabilitation of frozen shoulder.
5.Hypoxia-inducible factor-1α inhibitor LW6 inhibits myocardial ferroptosis and ameliorates myocardial injury of sepsis in rats
Xiaoyue WANG ; Youcheng ZENG ; Yixin ZHANG ; Guodong CAO ; Ming HUANG ; Liang LIN ; Pengqiang YANG ; Qinghong CHENG
Chinese Journal of Infection Control 2025;24(6):762-769
Objective To explore the effect of hypoxia-inducible factor-1α(HIF-1α)inhibitor LW6 on ferroptosis in septic cardiomyopathy rats.Methods Rat septic cardiomyopathy model was prepared using cecal ligation and puncture(CLP)method.Thirty-six specific pathogen-free(SPF)6-8 weeks male SD rats were randomly divided into the sham-operated group,CLP group,CLP+solvent group,LW6 group,ferrostatin-1(Fer-1)group,and LW6+Fer-1 group.The degree of myocardial damage in each group was evaluated through hematoxylin-eosin stai-ning and detection of lactate dehydrogenase and creatine kinase content in cardiac tissue.Myocardial mitochondrial damage was observed by transmission electron microscopy.Ferroptosis level was determined by detecting iron ion concentration,reduced glutathione,malondialdehyde,and reactive oxygen species.Protein expression levels of HIF-1α,solute carrier family 7 member 11(SLC7A11),and glutathione peroxidase 4(GPX4)in cardiac tissue were detected by Western blotting.Results Compared with the CLP group and the CLP+solvent group,the LW6 group could ameliorate myocardial damage,alleviate mitochondrial damage,inhibit ferroptosis-related indicators(all P<0.05),reduce HIF-1α protein expression levels(P<0.05),and enhance SLC7A11 and GPX4 protein expression levels(both P<0.05).Conclusion LW6 decreases HIF-1α expression and ferroptosis levels through the SLC7A11/GPX4 pathway,and ameliorates sepsis-induced cardiomyopathy.
6.Characteristics of articles published in Chinese Journal of Trauma from 1985 to 2024
Mingchao ZHANG ; Yuqian YAO ; Xiaozhong ZHOU ; Guodong LIU
Chinese Journal of Trauma 2025;41(9):858-863
Objective:To analyze the characteristics of articles published in Chinese Journal of Trauma (hereinafter referred to as the "Journal") from 1985 to 2024, so as to provide insights for further clarifying its academic orientation and improving its quality. Methods:Data of articles published from 1985 to 2024 in the Journal were retrieved and extracted from the Wanfang Database (retrieval cut-off date: April 10, 2025). Statistical analysis was performed on the publication count, total citation frequency, number of cited articles, number of highly cited articles, proportion of fund-supported articles and their citation rate, distribution of article categories, author distribution, and keyword frequency.Results:Over the 40-year period, the Journal published a total of 10 687 articles, with the total citation frequency of 45 242. Among them, 7 497 articles (70.15%) were cited and 389 (3.64%) were highly cited. A total of 2450 articles (22.93%) were supported by research funds, with a citation rate of 80.29%. The clinical researoh column showed the largest number of publications, accounting for 7 996 articles (74.82%). First authors were distributed across 31 provincial-level regions, contributing 5 878 articles and 29 583 total citations. Thirty-five corresponding authors published more than 30 articles each, 17 of whom were from medical institutions in Chongqing Municipality. A total of 20 686 keywords were identified, with the top 5 being "fracture fixation, internal" (421 times), "craniocerebral injury" (395 times), "diagnosis" (359 times), "brain injury" (354 times), "spinal cord injury" (314 times).Conclusion:Over the 40-year period, the Journal has been characterized by a high overall academic influence despite a relatively low proportion of highly impactful publications, a substantial rate of fund-supported articles, a broad geographical distribution of first authors, with the most significant contributions coming from Chongqing Municipality, and a strong academic foundation in specialized disciplines such as orthopedics and neurosurgery.
7.Mechanism of Wumen Gumibao Decoction Regulating Wnt/β-catenin and OPG/RANKL Pathways to Relieve Osteoporosis in Senescence Accelerated Mice
Guodong ZHANG ; Wanlin ZHANG ; Yuwei LI
Journal of Zhejiang Chinese Medical University 2025;49(5):536-545
[Objective]To investigate the mechanism of Wumen Gumibao Decoction in treating senile osteoporosis(SOP)of senescence accelerated mouse prone 6(SAMP6)mice.[Methods]SAM-resistant 1(SAMR1)mice was set as control group,SAMP6 mice were randomly divided into model group(SAMP6),Chinese medicine low dose group(SAMP6+Wumen Gumibao Decoction 7.5 g·kg-1)and Chinese medicine high dose group(SAMP6+Wumen Gumibao Decoction 15.0 g·kg-1),with 10 mice in each group.Mice in control group and model group were gavaged with equal volume of 0.9%sodium chloride solution,and the two groups of Chinese medicine were given Wumen Gumibao Decoction,once a day for 12 weeks.The changes of body mass were observed during the experiment.At the end of the experiment,hematoxylin-eosin(HE)staining was used to observe the pathological changes of the femur in mice.Micro computed tomography(Micro-CT)was used to observe the microstructure and parameters of the femur.The serum levels of calcium(Ca),phosphorus(P)was detected with biochemical method,and the serum levels of calcitonin(CT),procollagen type Ⅰ N-terminal propeptide(PⅠNP),bone γ-carboxyglutamic acid-containing protein(BGP),alkaline phosphatase(ALP),tartrate resistant acid phosphatase(TRACP),procollagen type Ⅰ C-terminal propeptide(PⅠCP),insulin-like growth factor-1(IGF-1),parathyroid hormone(PTH)were detected by enzyme-linked immunosorbent assay(ELISA).Immunohistochemical(IHC)staining was used to detect Wnt3α,phosphorylated-b-catenin(p-b-catenin),osteoprotegerin(OPG),receptor activator of nuclear factor-κB(RANK)and ligand of receptor activator of NF-κB(RANKL),secretory protein Dickkopf-1(DKK1)and glycogen synthase kinase 3b(GSK3b).[Results]Compared with control group,the cortical bone texture,direction and arrangement of bone cells in bone tissue of model group were disordered,and the trabecular structure was loose,showing a state of osteoporosis,bone microstructure parameters bone mineral density,bone volume/tissue volume ratio,trabecular number,trabecular thickness decreased significantly(P<0.05)and trabecular separation increased significantly(P<0.05).The serum levels of Ca,BGP,PⅠNP,CT and ALP were significantly decreased(P<0.05),and P,TRACP,PⅠCP and IGF-1 were significantly increased(P<0.05).In addition,the expression of Wnt3a as significantly down-regulated(P<0.05),and the expression of p-β-catenin,OPG,RANK,RANKL,DKK1 and GSK3β was significantly up-regulated(P<0.05).Compared with model group,Chinese medicine low and high dose groups can improve the pathological morphology of the femur to varying degrees,increase the number of bone trabeculae and reduced the fracture of bone trabeculae,and improved the related parameters of bone microstructure(P<0.05).The levels of serum Ca,CT,BGP,PⅠNP and ALP were increased(P<0.05),and the levels of P,TRACP,PⅠCP and IGF-1 were decreased(P<0.05),and PTH was increased(P<0.05).At the same time,it could up-regulate the expression of Wnt3α protein in the femur(P<0.05)and down-regulate the expression of p-β-catenin,OPG,RANK,RANKL,DKK1 and GSK3b protein(P<0.05).[Conclusion]Wumen Gumibao Decoction has the effect of significantly improving osteoporosis in SAMP6 mice,and its mechanism may be related to its regulation of Wnt/β-catenin and OPG/RANK/RANKL signaling pathways.
8.Design and application of one kind of device for exercise to frozen shoulder
Wenbo ZHANG ; Maobing TIAN ; Ting ZHANG ; Guodong LI ; Wenxu WU ; Zaifei CHEN ; Weijun KONG
China Medical Equipment 2025;22(6):175-179,185
Objective:To design a device for exercise to frozen shoulder,and explore its application effect.Methods:The main body of the device for exercise to frozen shoulder adopted stainless steel,which included horizontal frame and adjustable vertical column.It is suitable to the functional rehabilitation of the shoulder in patients with frozen shoulder or postoperative joint adhesions on shoulder.Fifty patients with frozen shoulder who admitted to Zunyi Hospital of Traditional Chinese Medicine between July 2019 and December 2022 were selected.They were randomly divided into observation group(n=25)and control group(n=25)by using a random number table.Both groups received injection therapy via anterior glenohumeral joint cavity.The observation group underwent treatment using the device for exercise to frozen shoulder,while the control group received conventionally functional exercises for shoulder.The Visual Analog Scale(VAS)scores,Shoulder Pain and Disability Index(SPADI)scores,and the range of motion(ROM)of shoulder were compared between the two groups at different periods before and after treatment.Results:VAS and SPADI scores in the observation group were significantly lower than those in the control group at the 2nd week,the 2nd month,and the 6th month post-treatment(t=3.368,3.597,4.363,t=2.301,3.553,3.513,P<0.05).Flexion and abduction ROM of shoulder in the observation group were significantly higher than those in the control group at the 2nd week,the 2nd month,and the 6th month post-treatment(t=3.116,2.909,3.687,t=2.299,2.171,2.413,P<0.05).External rotation ROM of shoulder in the observation group was significantly higher than that in the control group at the 2nd month and the 6th month post-treatment(t=2.501,3.576,P<0.05).Furthermore,there were significant differences in the VAS and SPADI scores of observation group among before treatment and after 2 weeks,2 months,and 6 months of treatment(F=8.021,6.108,P<0.05).Similarly,there were significant differences in flexion,abduction and external rotation ROM of shoulder in the observation group among before treatment and after 2 weeks,2 months,and 6 months of treatment(F=8.412,10.261,4.085,P<0.05).Conclusion:The self-designed device for exercise is safe and effective in short-term adjunctive treatment to frozen shoulder,which is one kind of alternative tool that is contribute to rehabilitation of frozen shoulder.
9.Clinical application of CT fusion navigation technology in endovascular isolation surgery for Stanford B-type aortic dissection
Yujia LIN ; Nan CAI ; Guodong ZHANG ; Zhengxian LIAO ; Wen ZHANG ; Xinghua WU
Journal of Practical Radiology 2025;41(5):849-852,881
Objective To explore the application value of CT fusion navigation technology in Stanford B-type aortic dissection endovas-cular isolation surgery.Methods Nineteen patients who underwent Stanford B-type aortic dissection endovascular isolation surgery were selected.Prior to surgery,all patients underwent chest and abdominal CT plain scan and enhanced scan,and three-dimensional vascular reconstruction was performed at the post-processing workstation;During the operation,a chest(region of interest)digital subtraction angiography(DS A)3D-CT scan was first performed as the intraoperative matching localization image.Then,a thin-layer(1.0 mm)CT enhanced tomographic image of the chest and abdomen was extracted from the picture archiving and communication system(PACS).At the same time,the DSA 3D-CT image and the thin-layer CT enhanced image were opened for overlapping regis-tration of bony landmarks.After registration,the three-dimensional vascular volume rendering(VR)image of the aorta from the thin-layer CT was fused with the DSA 3D-CT,and the positioning and release of the covered stent were guided by the newly fused multimodal real-time image.Results All 19 patients underwent guided surgery with precise positioning of the covered lesions and successful release of the covered stents,with a success rate of 100% for the guided technique.The intraoperative placement time of the covered stent was(5.4±2.4)s,the exposure time was(12.8±3.2)min,the surgical duration was(53.9±25.3)min,the intraopera-tive contrast agent dosage was(125.8±25.3)mL,the X-ray fluoroscopy dose was(221.3±155.7)mGy,and the total X-ray exposure dose was(1 056.4±330.3)mGy.There were no serious complications during the operation,and all patients received 1-3 months of follow-up which found they all recovered well.Conclusion The use of CT and DSA fusion navigation technology in guiding the treat-ment of Stanford B-type aortic dissection with covered stents provides real-time three-dimensional fusion images for the operator,which can quickly and accurately locate and release the stent,and has certain clinical value.
10.Voice analysis-based machine learning models to diagnose Alzheimer's disease
Yuxi ZHANG ; Wei SUN ; Guodong ZHU ; Zhiyao REN ; Ruiqiu ZHANG
Chinese Journal of Medical Physics 2025;42(5):685-692
Objective To identify key acoustic features associated with the progression of Alzheimer's disease(AD)through voice analysis combined with machine learning and feature selection techniques,thereby constructing classification models that serve as candidate tools for the early screening of AD.Methods Voice samples from AD,mild cognitive impairment(MCI)and healthy(HC)elderly individuals were obtained from the NCMMSC2021 AD voice dataset.The voice samples underwent data preprocessing,followed by feature extraction from the eGeMAPS feature set via the OpenSmile toolkit.Classification models were obtained utilizing random forest and support vector machine(SVM)algorithms.Significance testing and feature importance ranking were conducted using Python,and the further selection of the optimal features was performed through sequential forward selection(SFS).The classification performance before and after feature selection was compared and evaluated using accuracy and the area under the receiver operating characteristic curve(AUC).Results The significant acoustic features in the classification models primarily derived from spectral slope,formant,fundamental frequency,and loudness.The optimal classification performance was achieved with the SVM model following SFS feature selection,with recognition accuracies of 0.926(AUC=0.974)for AD/MCI group,0.875(AUC=0.956)for AD/HC group,and 0.879(AUC=0.904)for MCI/HC group.Conclusion SVM model performs better than random forest model,and the use of SFS for feature selection can effectively enhance model performance.Voice analysis has the potential to serve as a valuable supplementary tool for the rapid AD assessment and screening.

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