1.Epidemic characteristics and viral genotypes of acute viral hepatitis B in Tianjin in 2018 - 2022
Guoping ZHANG ; Yongxin WANG ; Haiyan HE ; Yong LIU ; Weishen WU
Journal of Public Health and Preventive Medicine 2025;36(2):17-21
Objective To understand the epidemic characteristics and genotype distribution of acute hepatitis B in Tianjin, and to find out the relationship between genotype and epidemic characteristics. Methods The information of acute hepatitis B cases with a local address in Tianjin was collected through the National Infectious Disease Surveillance System in Tianjin from 2018 to 2022. The patient outcomes were followed up through hospital system records and telephone survey, and hepatitis B virus (HBV) genotypes were detected by fluorescent PCR. Results From 2018 to 2022, there were 387 cases of acute hepatitis B with local address reported in Tianjin, with an average annual reported incidence rate of 0.52/100 000, showing a downward trend in general (χ2=28.553,P<0.001). The reported male to female incidence ratio was 1.68. The age distribution was mainly concentrated in the 30-65 age group, with the highest incidence rate (1.22/100 000) reported in the 35-39 age group. 72.87% of cases showed negative HBsAg after 6 months of follow-up following diagnosis. The proportion of cadres and staff who turned negative (92.16%) was significantly higher than that of those who did not turn negative (0%). The median ALT (1508.00 U/L) in the turning negative group was significantly higher than that in the non-turning negative group (976.00 U/L). Among 315 cases with successful genotyping, genotype C accounted for 81.27%, and genotype B accounted for 14.92%, with 47 cases. The median ALT of genotype B patients with acute hepatitis B (1585.00 U/L) was significantly higher than that of genotype C patients (988.00 U/L). Conclusion The reported incidence rate of acute hepatitis B in Tianjin is relatively low, and shows a downward trend. Young and middle-aged men are prone to infect HBV. Genotype C is the main genotype, and genotype B HBV causes more serious liver damage in patients with acute hepatitis B.
2.Effect and Mechanism of Angelicae Sinensis Radix-Polygonati Rhizoma Herb Pair in Treatment of Simple Obesity
Wenjing LI ; Zhongyu WANG ; Yongxin HUANG ; Jingjing XU ; Ying DING ; You WU ; Zhiwei QI ; Ruifeng YANG ; Xiaotong YANG ; Lili WU ; Lingling QIN ; Tonghua LIU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(11):70-79
ObjectiveTo preliminarily explore the active components and target pathways of Angelicae Sinensis Radix-Polygonati Rhizoma (ASR-PR) herb pair in the treatment of simple obesity through network pharmacology and molecular docking, and to verify and investigate its mechanism of action via animal experiments. MethodsThe chemical constituents and targets of ASR and PR were predicted using the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform (TCMSP). Targets related to simple obesity were identified by retrieving the GeneCards, Online Mendelian Inheritance in Man (OMIM), Pharmacogenomics Knowledgebase (PharmGKB), and DisGeNET databases. The intersection of drug and disease targets was used to construct an active component-target network using Cytoscape software. This network was imported into the STRING database to construct a protein-protein interaction (PPI) network, and topological analysis was conducted to identify core genes. Gene Ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis and mapping were performed using the DAVID database and the Microbioinformatics platform. AutoDock 1.5.7 software was used to perform molecular docking between the top five active components and core targets. An animal model of simple obesity was established by feeding C57BL/6J mice a high-fat diet. The mice were administered ASR (2.06 g·kg-1), PR (2.06 g·kg-1), or ASR-PR (4.11 g·kg-1) for 10 weeks, while the model group received an equal volume of purified water by gavage. After the administration period, the mice were sacrificed to measure body fat weight and serum levels of total cholesterol (TC), triglycerides (TG), high-density lipoprotein (HDL), and low-density lipoprotein (LDL). Hematoxylin-eosin (HE) staining was used to observe histopathological sections of liver and adipose tissue. Serum levels of leptin, interleukin-6 (IL-6), and tumor necrosis factor-α (TNF-α) were determined by enzyme-linked immunosorbent assay (ELISA), and the mRNA expression levels of epidermal growth factor receptor (EGFR) and signal transducer and activator of transcription 3 (STAT3) in liver tissue were detected by real-time quantitative polymerase chain reaction (Real-time PCR). ResultsNetwork pharmacology and molecular docking results indicated that the treatment of simple obesity by ASR-PR may involve the regulation of protein expression of core targets EGFR and STAT3 by its main components MOL009760 (Siberian glycoside A_qt), MOL003889 (methyl protodioscin_qt), MOL009766 (resveratrol), MOL006331 (4′,5-dihydroxyflavone), and MOL004941 (baicalin), thereby modulating the PI3K/Akt and JAK/STAT signaling pathways. The animal experiment results showed that compared with the normal group, the model group had significantly increased body weight, body fat weight, and serum levels of TG, TC, TNF-α, IL-6, and leptin (P<0.01). EGFR mRNA expression was significantly elevated (P<0.05), while STAT3 mRNA expression was significantly decreased (P<0.01). Histological analysis revealed disordered hepatic architecture in the model group, with pronounced lipid vacuoles, cytoplasmic loosening, lipid accumulation, and steatosis. Adipocytes in white adipose tissue (WAT) and brown adipose tissue (BAT) of the model group exhibited markedly increased diameters, reduced cell counts per unit area, and irregular morphology. Compared with the model group, the ASR-PR group significantly reduced body weight, body fat weight, serum TC, IL-6, TNF-α, leptin levels, and EGFR mRNA expression (P<0.01). TG levels were also significantly decreased (P<0.05), while STAT3 mRNA expression was significantly increased (P<0.01). Histopathological improvements included reduced size and number of hepatic lipid vacuoles and restoration of liver cell morphology toward that of the normal group. The diameter of adipocytes significantly decreased, and the number of adipocytes per unit area increased. ConclusionASR-PR may regulate the expression of key target proteins such as EGFR and STAT3 via its core active components, modulate the PI3K/Akt and JAK/STAT signaling pathways, repair damaged liver and adipose tissues, and thereby alleviate the progression of obesity in mice.
3.Effect and Mechanism of Angelicae Sinensis Radix-Polygonati Rhizoma Herb Pair in Treatment of Simple Obesity
Wenjing LI ; Zhongyu WANG ; Yongxin HUANG ; Jingjing XU ; Ying DING ; You WU ; Zhiwei QI ; Ruifeng YANG ; Xiaotong YANG ; Lili WU ; Lingling QIN ; Tonghua LIU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(11):70-79
ObjectiveTo preliminarily explore the active components and target pathways of Angelicae Sinensis Radix-Polygonati Rhizoma (ASR-PR) herb pair in the treatment of simple obesity through network pharmacology and molecular docking, and to verify and investigate its mechanism of action via animal experiments. MethodsThe chemical constituents and targets of ASR and PR were predicted using the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform (TCMSP). Targets related to simple obesity were identified by retrieving the GeneCards, Online Mendelian Inheritance in Man (OMIM), Pharmacogenomics Knowledgebase (PharmGKB), and DisGeNET databases. The intersection of drug and disease targets was used to construct an active component-target network using Cytoscape software. This network was imported into the STRING database to construct a protein-protein interaction (PPI) network, and topological analysis was conducted to identify core genes. Gene Ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis and mapping were performed using the DAVID database and the Microbioinformatics platform. AutoDock 1.5.7 software was used to perform molecular docking between the top five active components and core targets. An animal model of simple obesity was established by feeding C57BL/6J mice a high-fat diet. The mice were administered ASR (2.06 g·kg-1), PR (2.06 g·kg-1), or ASR-PR (4.11 g·kg-1) for 10 weeks, while the model group received an equal volume of purified water by gavage. After the administration period, the mice were sacrificed to measure body fat weight and serum levels of total cholesterol (TC), triglycerides (TG), high-density lipoprotein (HDL), and low-density lipoprotein (LDL). Hematoxylin-eosin (HE) staining was used to observe histopathological sections of liver and adipose tissue. Serum levels of leptin, interleukin-6 (IL-6), and tumor necrosis factor-α (TNF-α) were determined by enzyme-linked immunosorbent assay (ELISA), and the mRNA expression levels of epidermal growth factor receptor (EGFR) and signal transducer and activator of transcription 3 (STAT3) in liver tissue were detected by real-time quantitative polymerase chain reaction (Real-time PCR). ResultsNetwork pharmacology and molecular docking results indicated that the treatment of simple obesity by ASR-PR may involve the regulation of protein expression of core targets EGFR and STAT3 by its main components MOL009760 (Siberian glycoside A_qt), MOL003889 (methyl protodioscin_qt), MOL009766 (resveratrol), MOL006331 (4′,5-dihydroxyflavone), and MOL004941 (baicalin), thereby modulating the PI3K/Akt and JAK/STAT signaling pathways. The animal experiment results showed that compared with the normal group, the model group had significantly increased body weight, body fat weight, and serum levels of TG, TC, TNF-α, IL-6, and leptin (P<0.01). EGFR mRNA expression was significantly elevated (P<0.05), while STAT3 mRNA expression was significantly decreased (P<0.01). Histological analysis revealed disordered hepatic architecture in the model group, with pronounced lipid vacuoles, cytoplasmic loosening, lipid accumulation, and steatosis. Adipocytes in white adipose tissue (WAT) and brown adipose tissue (BAT) of the model group exhibited markedly increased diameters, reduced cell counts per unit area, and irregular morphology. Compared with the model group, the ASR-PR group significantly reduced body weight, body fat weight, serum TC, IL-6, TNF-α, leptin levels, and EGFR mRNA expression (P<0.01). TG levels were also significantly decreased (P<0.05), while STAT3 mRNA expression was significantly increased (P<0.01). Histopathological improvements included reduced size and number of hepatic lipid vacuoles and restoration of liver cell morphology toward that of the normal group. The diameter of adipocytes significantly decreased, and the number of adipocytes per unit area increased. ConclusionASR-PR may regulate the expression of key target proteins such as EGFR and STAT3 via its core active components, modulate the PI3K/Akt and JAK/STAT signaling pathways, repair damaged liver and adipose tissues, and thereby alleviate the progression of obesity in mice.
4.Schroth therapy combined with core strength training improves scoliosis angle in patients with mild adolescent idiopathic scoliosis
Juanjuan ZHANG ; Nannan JIANG ; Yajun WU ; Qian GU ; Linfei HE ; Yongxin JI ; Su LIU
Chinese Journal of Tissue Engineering Research 2025;29(27):5876-5882
BACKGROUND:The definitive cause of adolescent idiopathic scoliosis is not yet known.The search for a clinical approach to address adolescent idiopathic scoliosis is imminent.OBJECTIVE:To investigate the effect of Schroth therapy combined with core strength training on mild adolescent idiopathic scoliosis and to provide more bases for the clinical treatment of mild adolescent idiopathic scoliosis.METHODS:110 patients with mild adolescent idiopathic scoliosis attending the Department of Rehabilitation Medicine and Department of Spine Surgery of Affiliated Hospital of Nantong University from July 2022 to January 2024 were selected as the study subjects.They were divided into the trial group and the control group according to the wishes of the patients and their parents,with 55 cases in each group.The control group was observed and followed up,and the trial group underwent Schroth therapy combined with core strength training for 45 minutes a day for 24 weeks.The differences in imaging parameters,body surface indexes,three-dimensional ultrasound imaging angle,and quality of life were compared between the two groups before and after treatment.RESULTS AND CONCLUSION:(1)At 24 weeks after treatment,major curve Cobb,apical vertebral translation,and cervical lordosis were significantly improved in the trial group(P<0.05),while there was no significant difference in the control group(P>0.05).Major curve Cobb and apical vertebral translation in the trial group were significantly better than those in the control group(P<0.05).(2)At 24 weeks after treatment,angle of trunk rotation in the trial group was significantly lower than that before treatment(P<0.05),while there was no significant difference between before and after treatment in the control group(P>0.05),and angle of trunk rotation in the trial group was significantly lower than that of the control group(P<0.05).(3)At 24 weeks after treatment,the center of laminae angle of three-dimensional ultrasound imaging was significantly reduced in the trial group(P<0.05),while there was no significant difference in the control group before and after treatment(P>0.05).The center of laminae angle of three-dimensional ultrasound imaging was smaller in the trial group than that in the control group(P<0.05).(4)At 24 weeks after treatment,in terms of the quality of life,pain dimension score in the trial group was significantly increased(P<0.05).Both trial and control groups showed significantly higher scores in the self-image dimension compared with that before treatment(P<0.05).Both groups had significantly lower scores in the mental health dimension compared with that before treatment(P<0.05).In the dimensions of pain,self-image,mental health,and satisfaction,the trial group was significantly higher than the control group(P<0.05).(5)It is indicated that Schroth therapy combined with core strength training can improve the major curve Cobb,apical vertebral translation,and cervical lordosis angle,reduce the angle of trunk rotation,decrease the center of laminae angle of three-dimensional ultrasound imaging,and improve the quality of life,and it is effective in the treatment of mild adolescent idiopathic scoliosis.
5.Comparative study on quality of different cleaning methods for robotically luminal apparatus
Fang LIU ; Zhiying TENG ; Mengxin LYU ; Yongxin SHAN
China Medical Equipment 2025;22(8):177-181
Objective:To explore the cleaning quality of different cleaning methods on robotically luminal apparatuses.Methods:This research innovated and invented specially cleaning holder that could support boiling after reducing pressure,and protective device for preprocessing so as to better clean robotically luminal apparatuses.A total of 600 robotic luminal apparatuses,which were used in urology surgery at The First Affiliated Hospital with Nanjing Medical University in November 2023,were selected as the research object,and they were divided into control group,experimental group 1 and experimental group 2 according to the principle of randomization and balance,with 200 apparatuses in each group.The luminal apparatuses of control group were cleaned as the cleaning process of the manufacturer's instructions,and these of experimental group 1 were cleaned through ultrasonic cleaning machine with perfusion in the cleaning process of the manufacturer's instructions,and boiling after reducing pressure was selected to clean those of experimental group 2 through specially cleaning holder that was innovated and invented,which could support boiling after reducing pressure.Both two experiment groups adopted protective device that was invented by our research patent.The visual estimation and magnifying glass(5-10 times)with light source,adenosine triphosphate(ATP)fluorescence detector,and detection device for protein residue were adopted to test and judge cleaning quality,cleaning time,and wear rate of transportation in luminal apparatus after cleaning.Results:The qualified rates of visual estimation and magnifying glass with light source in control group,experiment group 1 and experiment group 2 were respectively 94.5%,99.0%and 99.5%,and the differences of pairwise comparison among three groups were significant(x2=6.44,8.591,P<0.05).The qualified rates of the fluorescence detection and the detection for protein residue in control group were respectively 93.5%and 90%,and those in experiment group 1 were respectively 98.5%and 97%,and the differences among two groups were significant(x2=6.51,11.41,P<0.05).For the cleaning time of single apparatus,the experiment group 1 was shortest,and the experiment group 2 was longest,and there were significant differences in pairwise comparison among three groups(t=2.981,48.178,34.419,P<0.05).The cleaning time of 8 cleaned apparatuses of experiment group 1 still can keep advantage,while there was not significant difference in that between it and control group(P>0.05).The cleaning time of 12 cleaned apparatuses of experimental group 2 was shortest,and that of experiment group 1 was longest,and the differences of that among three groups were significant(t=2.743,5.292,3.177,P<0.05).The average wear rates of transportation of control group,experiment group 1 and experiment group 2 were respectively(9.5±1.8)%,(6.2±1.5)%and(5.8±1.3)%,and the average wear rates of transportation of experiment group 1 and 2 were significantly lower than that of control group,and the differences of that in pairwise comparison among three groups were significant(t=21.7,24.3,P<0.05),while the difference of that between two experiment groups was not significant(P>0.05).Conclusion:The cleaning technique of boiling after reducing pressure can play better cleaning effect for the slender lumen of robotic apparatuses,while the wear rates of experiment group 1 and 2,which use protective device for preprocessing,are better than that of control group.The full load amount of the application of the special cleaning holder of the robotic luminal apparatuses of experiment group 2 can increase by 1 time,which is high efficient and convenient.
6.Efficacy and safety of lusutrombopag monotherapy for cyclosporine A-refractory, transfusion-dependent non-severe aplastic anemia
Yongxin ZHOU ; Yangyang WEI ; Ziwei LIU ; Chen YANG ; Miao CHEN ; Bing HAN
Chinese Journal of Hematology 2025;46(10):963-966
This study retrospectively analyzed 12 patients with transfusion-dependent, non-severe aplastic anemia (TD-NSAA) refractory to cyclosporine A (CsA) , who were treated with lusutrombopag monotherapy. These patients either had a variety of chronic comorbidities or medication-related risks, or they were unresponsive to or intolerant of other thrombopoietin receptor agonists (TPO-RA) . The median treatment duration with lusutrombopag was 4 months (range: 3-11 months) , while the median follow-up period was 8 months (range: 6-11 months) . The overall response (OR) rates at months 3, 6, and the end of follow-up were 50.0%, 58.3%, and 50.0%, respectively, with a median time to OR of 2 months (range: 1-4 months) . Complete response (CR) rates were 8.3%, 16.7%, and 16.7% at the same time points, with a median time to CR of 4 months (range: 2-5 months) . Adverse events were all Grade 1, with an incidence rate of 25.0%. During follow-up, one patient experienced a loss of OR after discontinuing treatment, with a relapse rate of 14.3%; no clonal evolution or mortality was observed. These findings suggest that lusutrombopag is both effective and well-tolerated in CsA-refractory TD-NSAA patients and represents a promising therapeutic option for those with poor treatment tolerability.
7.Action mechanism of intrathecal transplantation of human umbilical cord mesenchymal stem cell-derived exosomes for repair of spinal cord injury under neuroendoscopy
Yitong ZHENG ; Yongxin WANG ; Wen LIU ; AMUJITE ; Hu QIN
Chinese Journal of Tissue Engineering Research 2025;29(36):7743-7751
BACKGROUND:Human umbilical cord mesenchymal stem cell-derived exosomes were found to be effective in promoting neural repair in spinal cord injury.OBJECTIVE:To investigate whether exosomes derived from human umbilical cord mesenchymal stem cells are able to attenuate neuroinflammation and promote recovery of motor function by promoting polarization of microglia toward the M2 type.METHODS:Totally 48 SD rats were randomly divided into a sham operation group,a model group,and an exosome group(n=16 per group).A rat spinal cord injury model was established using the modified Allen method.The exosome group was injected with 20 μL of human umbilical cord mesenchymal stem cell-derived exosomes intrathecally via neuroendoscopy 24 hours after injury.At 3,7,14,and 21 days after modeling,the recovery of the motor function of the hind limbs of the rats was assessed by BBB scoring method combined with Rivlin's slant plate test.The damage of spinal cord tissues was detected by using hematoxylin-eosin staining and Nissl staining.The expression levels of brain-derived neurotrophic factor and vascular endothelial growth factor A proteins were detected by western blot assay.The expression proportion of M1-type markers(inducible nitric oxide synthase)and M2 markers(arginase-1)in the spinal cord tissues was detected by immunofluorescence method.qRT-PCR and western blot assay were used to detect the expression levels of inducible nitric oxide synthase and arginase-1 in spinal cord tissues.ELISA was utilized to detect the levels of pro-inflammatory factors(tumor necrosis factor α,interleukin 1β,and interleukin 6)and anti-inflammatory factors(interleukin 10)levels in spinal cord tissues.RESULTS AND CONCLUSION:(1)At 3,7,and 14 days postoperatively,the BBB scores of the exosome group were better than those of the model group(P<0.05).The angles of the Rivlin slanting plate experiments of the exosome group were significantly higher than those of the model group at 7 and 14 days postoperatively(P<0.05).The results of hematoxylin-eosin staining and Nissl staining indicated that the spinal cord tissues and nerve injuries of the exosome group were reduced in comparison with those of the model group,and the levels of brain-derived neurotrophic factor and vascular endothelial growth factor A in spinal cord tissues of the exosome group were higher than those in the model group at 7 days postoperatively(P<0.05).(2)Immunofluorescence experiments showed that the number of inducible nitric oxide synthase-positive microglial cells in the lesion area of the exosome group was significantly reduced and the level of Arg1-positive microglial cells increased in the lesion area of the exosome group compared with the model group at 7 days postoperatively(P<0.05).qRT-PCR and western blot assay also confirmed the results of immunofluorescence experiments.(3)The secretion of pro-inflammatory factors tumor necrosis factor α,interleukin 1β,and interleukin 6 in spinal cord tissues of the exosome group was reduced compared with the model group(P<0.05),whereas the secretion of the inflammation-suppressing factor interleukin 10 was increased compared with the model group(P<0.05).These findings conclude that human umbilical cord mesenchymal stem cell-derived exosomes could promote the polarization of microglial cells from the M1 to the M2 type and decrease the release of pro-inflammatory factors,thereby reducing the secondary damage of neuroinflammation in spinal cord injury.
8.Prognostic significance of thrombocytopenia in patients undergoing extracorporeal membrane oxygenation treatment
Xiaolong MA ; Yuanyuan ZHANG ; Bo CHEN ; Yang SU ; Cheng LIU ; Yao WEI ; Yongxin LI ; Rui QIAO
Chinese Journal of Clinical Laboratory Science 2025;43(11):816-823
Objective To investigate the risk factors for mortality and bleeding complications in extracorporeal membrane oxygenation(ECMO)treated patients and to evaluate the impact of thrombocytopenia severity on the prognosis of ECMO therapy.Methods A total of 153 patients who received ECMO treatment at Peking University Third Hospital between January 2013 and September 2024 were en-rolled in this study.The patients were divided into death group(n=97)and recovery group(n=56)based on their final outcomes.Additionally,the patients were categorized into bleeding group(n=104)and non-bleeding group(n=49)based on the occurrence of bleeding complications during ECMO.Clinical baseline characteristics and extreme laboratory values during ECMO were compared be-tween groups.Logistic regression was used to analyze the risk factors for mortality and bleeding.The patients were further divided,based on the initial platelet(PLT)values on the day of catheter placement and the lowest platelet count during ECMO,into normal group(PLT≥ 100× 109/L),moderate reduction group[PLT=(50~99)× 109/L],and severe reduction group(PLT<50× 109/L).Kaplan-Meier analysis was used to compare survival rates among these groups.The patients in the moderate and severe reduction groups were further divided into a platelet transfusion group and a non-transfusion group,and the outcomes and complication rates were com-pared.Results The recovery group had a higher proportion of myocarditis,higher minimum values of PLT,Hb,and Fib,and higher initial PLT values,while the maximum values of lactic dehydrogenase(LDH),total bilirubin(T-Bil),prothrombin time(PT),and procalcitonin(PCT)were lower(all P<0.05)with significant differences.Logistic regression showed that age and maximum PCT were independent risk factors for mortality(OR=1.025 and 1.015 respectively,all P<0.05).The bleeding group had longer ECMO dura-tions,more plasma transfusions,lower minimum Hb values,and higher maximum values of WBC,neutrophils(Neu),and APTT(all P<0.05)with statistical differences.The minimum PLT value,maximum WBC value,and maximum APTT value were independent risk factors for bleeding complications(OR=0.986,1.062,and 1.004 respectively,all P<0.05).Kaplan-Meier analysis showed that the patients in the severe reduction group had lower survival rates,regardless of whether the grouping was based on initial or minimum platelet counts(all P<0.05).Platelet transfusion improved the mortality in the severe reduction group(P<0.05)but had no effect on the moderate reduction group.Conclusion Age and peak value of PCT are the risk factors for mortality in ECMO patients,while mini-mum PLT count,peak value of WBC and APTT are the risk factors for bleeding complications.Early intervention for infection and in-flammation during ECMO may improve the outcome of patients.Severe thrombocytopenia during ECMO therapy increased the risk of mortality,and targeted platelet transfusion may improve the survival of these patients.
9.Combining radiomics and deep learning to predict overall survival in non-small cell lung cancer patients
Yongxin LIU ; Qiusheng WANG ; Huayong JIANG ; Na LU ; Diandian CHEN ; Yanjun YU ; Yanxiang GAO ; Huijuan ZHANG ; Minmin DENG ; Yinglun SUN ; Fuli ZHANG
Chinese Journal of Medical Physics 2025;42(11):1462-1468
Objective To develop a combined model integrating radiomics and 3D deep learning features for improving the predictive efficacy of overall survival in non-small cell lung cancer(NSCLC)patients undergoing radiotherapy,thereby providing a foundation for optimizing individualized radiotherapy strategies.Methods A retrospective analysis was conducted on 522 NSCLC patients from 3 centers.Radiomics features were extracted from the tumor region of interest on radiotherapy planning CT scans,and a 3D-SE-ResNet was constructed to extract deep learning features.Following feature extraction,features were selected via univariate Cox analysis and Lasso-Cox regression,and a combined model was established by fusing the two feature types through principal component analysis.The discriminative ability of the model was evaluated using the concordance index(C-index)and the area under the receiver operating characteristic curve(AUC),while the risk stratification efficacy was verified by Kaplan-Meier survival analysis.Results The predictive performance of deep learning features was significantly superior to that of radiomics features(C-index:0.73 vs 0.65).The combined model achieved the highest predictive performance in the training set,internal test set,and external test set(C-index:0.74,0.69,0.72 respectively),with higher AUC values for predicting 1-year,2-year,and 3-year OS than either single model.Kaplan-Meier analysis showed significant differences in survival between the high-and low-risk groups(Log-rank test,P<0.001),and calibration curves indicated good consistency between predicted and actual survival outcomes.Conclusion The combined model integrating radiomics and 3D deep learning features can accurately predict survival outcomes in NSCLC patients undergoing radiotherapy.The multi-center validation results support its potential application in prognosis stratification for individualized radiotherapy.
10.A longitudinal follow-up study of cognitive impairment and clinical transformation in early Parkinson′s disease patients
Jingzhe LI ; Xiaoran HUANG ; Weiguo LIU ; Yi XING ; Yiting CAO ; Zhehao ZHANG ; Yongxin HUI
Chinese Journal of Neurology 2025;58(7):768-776
Objective:To explore the characteristics and evolutionary features of cognitive impairment and clinical transformation in early-stage Parkinson′s disease (PD) patients.Methods:Based on the cohort of patients with primary unmedicated PD admitted to the Parkinson′s Specialized Outpatient Clinic of Affiliated Brain Hospital of Nanjing Medical University from November 2018 to July 2022, follow-up was conducted for PD patients who completed the baseline assessment and had a follow-up time of 1.5 years or more, and a total of 87 patients finally completed the follow-up and were included in the study. At follow-up, the 87 patients were divided into a cognitively impaired group ( n=36) and a cognitively normal group ( n=51) according to the norm proposed by Professor Jia Jianping and colleagues in 2011 for the Chinese elderly population. Differences in baseline clinical characteristics between the 2 groups were compared, and binary Logistic regression analysis was used to explore risk factors for cognitive impairment in PD patients. In addition, transformed grouping according to cognitive assessment results at baseline and follow-up was used to compare differences in patients′ baseline clinical characteristics among the 3 groups: a reversal group [Parkinson′s disease-mild cognitive impairment (PD-MCI), reverting to Parkinson′s disease-cognitively normal (PD-CN); n=15], a non-reversal group (persistent PD-MCI; n=24), and a stable group (stable PD-CN; n=36). Results:Cognitive reversal occurred at follow-up in 36.6% (15/41) of patients with cognitive impairment at baseline, and 21.7% (10/46) of patients with normal cognition at baseline had cognitive impairment at follow-up. At the end of the follow-up, the 87 patients with PD had higher Unified Parkinson′s Disease Rating Scale Ⅱ (UPDRS-II) scores [8 (6, 11)], Unified Parkinson′s Disease Rating Scale Ⅲ (UPDRS-Ⅲ) scores [23 (16, 30)], and Hoehn-Yahr stages [2.0 (1.5, 2.5)] than those at baseline [7(4, 10), 19(14, 25), 1.5(1.0, 2.0)]. The differences were statistically significant ( Z=-2.498, P=0.012; Z=-3.039, P=0.002; Z=-4.436, P<0.001). The cognitively impaired group had lower Montreal Cognitive Assessment scores [22.00(19.00, 23.75)] and fewer years of education [9.00(8.00, 11.75) years] but higher Parkinson′s Disease Non-Motor Symptoms Questionnaire (PD-NMSQ) scores [8.00(5.25, 12.00)] than the cognitively normal group [25.00(24.00, 27.00), 12.00(9.00, 15.00) years, 6.00(3.00, 8.00)], and the differences were statistically significant ( Z=-4.764, P<0.001; Z=-3.016, P=0.003; Z=-3.281, P=0.001). Multivariate Logistic regression showed that years of education ( OR=0.829, 95%CI 0.715-0.960, P=0.012) and PD-NMSQ scores ( OR=1.200, 95%CI 1.040-1.384, P=0.012) were independent predictors of cognitive impairment in patients with PD. There were statistically significant differences among the reversal, non-reversal, and stable groups in years of education ( F=5.366, P=0.010), PD-NMSQ scores ( H=10.795, P=0.005), and UPDRS-Ⅱ scores ( H=6.957, P=0.031). Pairwise comparisons showed lower PD-NMSQ scores [4.00(3.00, 7.00) vs 8.00(6.25, 12.75); Z=-2.989, P=0.003] and lower UPDRS-Ⅱ scores [6.00(3.00, 6.00) vs 7.00(6.00, 10.00); Z=-2.756, P=0.006] in the reversal group than in the non-reversal group, indicating better baseline quality of life in cognitive reversal patients. Conclusions:Low educational level and severe non-motor symptoms were risk factors predicting cognitive impairment in PD patients. Conversely, mild non-motor symptoms with high quality of life (lower UPDRS-Ⅱ scores) were important factors for cognitive reversal.


Result Analysis
Print
Save
E-mail