1.Construction and clinical application exploration of an artificial intelligence-based high-quality lung cancer surgery dataset
Xuhua HUANG ; Yunfeng NIE ; Liang SHEN ; Pengxu KONG ; Xin TAN ; Zihao LI ; Wang LV ; Min ZHOU ; Xudong LV ; Jian HU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(05):717-727
Objective To construct a lung cancer surgery-oriented disease-specific database covering the entire perioperative care pathway, thereby improving the quality and usability of key surgical data elements. Methods Real-world clinical data were extracted from a single-center thoracic surgery department. A standardized data model was established based on the open electronic health record (openEHR) standard. Large language model (LLM), optical character recognition (OCR), and artificial intelligence (AI)-driven techniques were employed to extract, structure, and perform quality control on unstructured clinical narratives, imaging reports, and radiological data, with a focus on capturing surgically relevant perioperative indicator. Results A multimodal database comprising 19 917 patients was established, including 7 930 males and 11 987 females, with ages ranging from 15 to 97 (61.7±9.7) years. The database includes 582 structured data variables, textual report data corresponding to 69 clinical indicators, 13 000 pulmonary function test PDF reports, and chest CT imaging data from 16 884 patients. This database comprehensively covers major information relevant to surgical diagnosis and treatment of lung cancer, significantly improving the completeness and granularity of surgical detail data. Large language models (LLMs) and optical character recognition (OCR) technologies enhanced the efficiency of converting unstructured data into structured formats, while a multi-level manual verification process ensured data accuracy and traceability. The database supports real-world research including comparisons of surgical procedures, prediction of postoperative complications, prognosis assessment, and multimodal data association analyses.
2.Treatment Modalities and Long-Term Outcomes in Unruptured Vertebrobasilar Fusiform Aneurysms: A Nationwide Observational Cohort Study
Linggen DONG ; Dachao WEI ; Xiheng CHEN ; Mingtao LI ; Yang ZHAO ; Yong SUN ; Qingbin NIE ; Jun FENG ; Guomin XIAO ; Jinghua ZHOU ; Shengli HU ; Lifei FENG ; Lifeng QI ; Hongen LIU ; Geng GUO ; Yufang LI ; Renfu TIAN ; Jianghua YU ; Dianshi JIN ; Liang HAO ; Tian TIAN ; Shizhong ZHANG ; Yang WANG ; Liping LIU ; Ming LV
Journal of Stroke 2026;28(2):250-262
Background:
and Purpose Vertebrobasilar fusiform aneurysms (VBFAs) carry substantial morbidity and mortality, but optimal management for unruptured VBFAs remains unclear. We compared the safety and efficacy of conservative management (CM), stent-assisted coiling (SAC), and flow diverters (FDs) in patients with unruptured VBFAs, focusing on long-term prognosis.
Methods:
This study included data from a nationwide Chinese cohort of patients with vertebrobasilar dissecting aneurysms. Inverse probability of treatment weighting (IPTW) balanced confounders across groups. The primary outcome was poor prognosis (modified Rankin Scale score >2). Secondary outcomes included aneurysm rupture, ischemic stroke, compression symptoms, and VBFA-related deaths. Logistic regression estimated odds ratios (ORs) and 95% confidence intervals (CIs). Subgroup and sensitivity analyses were performed.
Results:
Among 1,115 patients with unruptured VBFAs, 838 (median age, 54 years; 655 men) were included. After IPTW, baseline characteristics were balanced. Median follow-up was 54 months. FD was associated with a lower risk of poor prognosis than CM (OR, 0.48 [95% CI, 0.30 to 0.77]; p=0.002), with no difference between CM and SAC. FD also reduced aneurysm rupture (OR, 0.20 [95% CI, 0.07 to 0.60]; p=0.004) and compression symptoms (OR, 0.30 [95% CI, 0.13 to 0.68]; p=0.004) versus CM. Time-to-event analyses further revealed significant differences in vertebral artery lesions and Type I–II VBFAs, whereas no significant differences were observed in basilar or vertebrobasilar junction lesions or in Type III–IV VBFAs.
Conclusions
Compared with CM, FD was associated with improved long-term outcomes in unruptured VBFAs, particularly in vertebral artery lesions and Type I–II VBFAs, although residual confounding cannot be excluded.
3.Influence of human cytomegalovirus infection on TGF-β/Smad signaling pathways and Th1/Th2 cytokines of patients with diabetic retinopathy
Lei MAO ; Mingsheng HU ; Wei LIU ; Siyuan NIE
Chinese Journal of Nosocomiology 2025;35(9):1342-1346
OBJECTIVE To explore the influence of human cytomegalovirus(HCMV)infection on transforming growth factor β(TGF-β)/Smad signaling pathway and helper T cell(Th)1/Th2 cytokines of the patients with di-abetic retinopathy(DR)so as to provide guidance for clinical treatment of the DR patients with HCMV infection.METHODS Totally 100 DR patients complicated with HCMV infection who were treated in Xinyu People's Hospi-tal from Jan.2021 to Dec.2023 were assigned as the HCMV infection group and were divided into the non-prolif-erative DR group(NPDR group)and the proliferative DR group(the PDR group)according to the degree of path-ological change of retina.Meanwhile,100 DR patients without HCMV infection were chosen as the no HCMV in-fection group.The levels of serum TGF-β,interferon-γ(IFN-γ)and interleukin(IL)-4 as well as the relative ex-pression levels of Smad2 and Smad3 mRNA were observed.RESULTS The levels of serum TGF-β,IFN-γ and IL-4 of the HCMV infection group were respectively 1.41±0.43,(92.68±15.86)ng/L and(593.91±84.67)ng/L,higher than those of the no HCMV infection group;the relative expression levels of Smad2 mRNA and Smad3 mRNA of the HCMV infection group were respectively(1.54±0.44)and(1.68±0.50),higher than those of the no HCMV infection group(P<0.05);the levels of the above indexes of the PDR group were higher than those of the NPDR group(P<0.05).Receiver operating characteristic(ROC)curve analysis showed that the area under the curve(AUC)of the joint detection of TGF-β,IFN-γ,IL-4,Smad2 and Smad3 was 0.961 in prediction of HC-MV infection in the DR patients,with the sensitivity 90.70%,the specificity 85.10%.CONCLUSION The HC-MV infection may aggravate the degree of retinopathy,which may be associated with the regulation of TGF-β/Smad signaling pathways and imbalance of Th1/Th2 function.
4.Application of transition period readiness assessment questionnaire in the transition from adolescence to adulthood of children with inflammatory bowel disease
Guoxin JIANG ; Xiaolu NIE ; Yuan MENG ; Fang HU ; Jie WU
Chinese Pediatric Emergency Medicine 2025;32(4):264-272
Objective:To study the current status of transitional readiness from adolescence to adulthood of patients with inflammatory bowel disease(IBD)in China,analyze the factors affecting transitional readiness,and provide a basis for developing scientific and targeted transitional preparedness programmes.Methods:The IBD patients aged 12-24 years who were admitted to the Department of Gastroenterology,Beijing Children's Hospital Affiliated to Capital Medical University from January 1,2016 to January 15,2025 were enrolled.From November 1,2024 to January 15,2025,the survey was conducted through online distribution of the transition readiness assessment questionnaire (TRAQ)6.0 Chinese version scale to IBD patients by using the convenient sampling method.The scores of each dimension of TRAQ scale were calculated,and multiple linear regression analysis was used to analyze the factors influencing the scores of TRAQ during the transitional period.Results:A total of 184 patients were included and 184 questionnaires were collected.Male patients were slightly more than female(109:75),with an average age of (14.94±2.35) years.70.11% of patients had a disease duration of 1 to 5 years,with Crohn's disease accounting for the highest proportion(54.89%),and the severity of the disease was mostly mild to moderate.Family support was generally higher(84.24%).Parents were highly involved in patient disease management(94.02%).There were 52.72% of the patients received social support.The mean score of the TRAQ was 4.14 ± 0.89,and the mean scores of the four dimensions from high to low were following health problems(4.28±0.97),insisting on making an appointment and seeing a doctor on time(4.20±1.10),talking with medical staff(4.17±1.05) and drug management(4.14±0.99).Multiple linear regression analysis showed that family status,the encourage,supports and help from the family members,and the supports from the society were the independent influencing factors of IBD patients' readiness score for transition from adolescence to adulthood( P<0.05).Among them,family status had a positive effect on transition readiness score,and the degree of readiness score increased with the increase of harmony( P<0.05).Social support also had a positive effect on transition readiness score( P<0.05).Compared with no encouragement,support and help from family members,the situation of little encouragement had a certain improvement on the readiness score( P<0.05). Conclusion:Children with IBD have better overall performance during the transition from adolescence to adulthood.Family status,the encourage,supports and help from the family members,and the supports from the society are the important factors influencing transitional preparedness.
5.Research on cultural adaptation in the Chinese version of the inflammatory bowel disease self-efficacy scale for adolescents and young adults
Yuan MENG ; Xiaolu NIE ; Xin WANG ; Fang HU ; Siyu CAI ; Zhaoxia WANG ; Xuemei ZHONG ; Jie WU
Chinese Pediatric Emergency Medicine 2025;32(5):341-346
Objective:By using cognitive interviews,the interviewees' cognition and understanding of the inflammatory bowel disease(IBD) self-efficacy scale for adolescents and young adults (IBDSES-A) were evaluated,and the semantic content of IBDSES-A,which was initially translated into Chinese,was tested and revised.Methods:Using purposive sampling,15 IBD patients aged 12-18 were selected from Beijing Children's Hospital,Capital Medical University,between January and February 2025,stratified by age group and disease type.Two rounds of cognitive interviews were conducted.Feedback and suggestions from interviewees were analyzed using a question appraisal system for coding and integration.Based on expert panel discussions,ambiguous items were revised to finalize the Chinese version of the IBDSES-A.Results:In the first round,10 interviewees were interviewed,followed by 5 interviewees in the second round.There were no statistically significant differences ( P>0.05) between the interviewees of two rounds in terms of age,gender,and education level.During the first round of interview,interviewees expressed comprehension difficulties with 76.9% (10/13) of the items.Coding analysis revealed that the primary issue was "clarification",as unclear wording made it difficult for interviewees to fully grasp the intended meaning of certain items.Based on these findings,the expert panel revised 10 of the 13 items in the IBDSES-A.The second round of cognitive interview showed that the interviewees generally understood the revised items,achieving linguistic and semantic consistency with the original scale. Conclusion:The application of cognitive interviews in the translation process of the IBDSES-A helps reduce comprehension biases caused by inappropriate wording,ensuring that the localized version of the scale is more accessible and understandable to the target population.
6.Influence of human cytomegalovirus infection on TGF-β/Smad signaling pathways and Th1/Th2 cytokines of patients with diabetic retinopathy
Lei MAO ; Mingsheng HU ; Wei LIU ; Siyuan NIE
Chinese Journal of Nosocomiology 2025;35(9):1342-1346
OBJECTIVE To explore the influence of human cytomegalovirus(HCMV)infection on transforming growth factor β(TGF-β)/Smad signaling pathway and helper T cell(Th)1/Th2 cytokines of the patients with di-abetic retinopathy(DR)so as to provide guidance for clinical treatment of the DR patients with HCMV infection.METHODS Totally 100 DR patients complicated with HCMV infection who were treated in Xinyu People's Hospi-tal from Jan.2021 to Dec.2023 were assigned as the HCMV infection group and were divided into the non-prolif-erative DR group(NPDR group)and the proliferative DR group(the PDR group)according to the degree of path-ological change of retina.Meanwhile,100 DR patients without HCMV infection were chosen as the no HCMV in-fection group.The levels of serum TGF-β,interferon-γ(IFN-γ)and interleukin(IL)-4 as well as the relative ex-pression levels of Smad2 and Smad3 mRNA were observed.RESULTS The levels of serum TGF-β,IFN-γ and IL-4 of the HCMV infection group were respectively 1.41±0.43,(92.68±15.86)ng/L and(593.91±84.67)ng/L,higher than those of the no HCMV infection group;the relative expression levels of Smad2 mRNA and Smad3 mRNA of the HCMV infection group were respectively(1.54±0.44)and(1.68±0.50),higher than those of the no HCMV infection group(P<0.05);the levels of the above indexes of the PDR group were higher than those of the NPDR group(P<0.05).Receiver operating characteristic(ROC)curve analysis showed that the area under the curve(AUC)of the joint detection of TGF-β,IFN-γ,IL-4,Smad2 and Smad3 was 0.961 in prediction of HC-MV infection in the DR patients,with the sensitivity 90.70%,the specificity 85.10%.CONCLUSION The HC-MV infection may aggravate the degree of retinopathy,which may be associated with the regulation of TGF-β/Smad signaling pathways and imbalance of Th1/Th2 function.
7.Epidemiological characteristics of notifiable infectious diseases in a tertiary hospital in Guangzhou from 2020 to 2024
Junfeng NIE ; Zhumin HU ; Cuiyao XIAN ; Huadong GONG ; Yanfeng WANG
Modern Hospital 2025;25(5):790-793,797
Objective To investigate the registration and epidemiological characteristics of notifiable infectious diseases in a tertiary hospital in Guangzhou during 2020-2024,providing evidence for infectious disease prevention,control,and hospital infection management.Methods A retrospective analysis of surveillance data on statutory infectious diseases reported by the hospital from 2020 to 2024 was conducted using descriptive epidemiological methods.Results From 2020 to 2024,a total of 46229 cases of notifiable infectious diseases were reported at a tertiary hospital in Panyu District,Guangzhou,with an annual in-crease in reporting rates.Disease classifications showed Category B diseases accounted for 29.64%(13 703 cases),Category C diseases for 43.04%(19 895 cases),and other legally managed diseases for 27.32%(12 631 cases).Male patients signifi-cantly outnumbered female patients(63.8% vs.36.2%).The most frequently reported infectious diseases were influenza(11 603 cases,25.10%),hand-foot-and-mouth disease(6 188 cases,13.4%),and hepatitis B(4 110 cases,8.9%).Sta-tistically significant differences(P<0.05)were observed in disease composition ratios across years,age groups,genders,and seasons.Seasonal distribution was notable:influenza was prevalent in winter and spring(41.99%,27.16%),hand-foot-and-mouth disease peaked in summer(26.10%),and liver fluorosis was prominent in autumn(22.40%).Conclusion Notifiable infectious diseases exhibit distinct population and seasonal distribution patterns.Prioritized prevention and control measures should focus on influenza,hand-foot-mouth disease,and hepatitis B,with an integrated prevention and control system tailored to high-risk population characteristics and seasonal epidemiological patterns.
8.Epidemiological characteristics of notifiable infectious diseases in a tertiary hospital in Guangzhou from 2020 to 2024
Junfeng NIE ; Zhumin HU ; Cuiyao XIAN ; Huadong GONG ; Yanfeng WANG
Modern Hospital 2025;25(5):790-793,797
Objective To investigate the registration and epidemiological characteristics of notifiable infectious diseases in a tertiary hospital in Guangzhou during 2020-2024,providing evidence for infectious disease prevention,control,and hospital infection management.Methods A retrospective analysis of surveillance data on statutory infectious diseases reported by the hospital from 2020 to 2024 was conducted using descriptive epidemiological methods.Results From 2020 to 2024,a total of 46229 cases of notifiable infectious diseases were reported at a tertiary hospital in Panyu District,Guangzhou,with an annual in-crease in reporting rates.Disease classifications showed Category B diseases accounted for 29.64%(13 703 cases),Category C diseases for 43.04%(19 895 cases),and other legally managed diseases for 27.32%(12 631 cases).Male patients signifi-cantly outnumbered female patients(63.8% vs.36.2%).The most frequently reported infectious diseases were influenza(11 603 cases,25.10%),hand-foot-and-mouth disease(6 188 cases,13.4%),and hepatitis B(4 110 cases,8.9%).Sta-tistically significant differences(P<0.05)were observed in disease composition ratios across years,age groups,genders,and seasons.Seasonal distribution was notable:influenza was prevalent in winter and spring(41.99%,27.16%),hand-foot-and-mouth disease peaked in summer(26.10%),and liver fluorosis was prominent in autumn(22.40%).Conclusion Notifiable infectious diseases exhibit distinct population and seasonal distribution patterns.Prioritized prevention and control measures should focus on influenza,hand-foot-mouth disease,and hepatitis B,with an integrated prevention and control system tailored to high-risk population characteristics and seasonal epidemiological patterns.
9.Research progress of exoskeleton robot for lower limb medical rehabilitation
Hua-jun WANG ; Lian-xin HU ; Ze-feng WANG ; PEYRODIE LAURENT ; Ying NIE ; Shi-jia HU ; Xin-xin NI
Chinese Medical Equipment Journal 2025;46(1):88-100
The exoskeleton robot for lower limb medical rehabilitation in foreign countries and China was introduced in terms of the research status,structure and working principle,and analysis was carried out over its key technologies.It's pointed out the exoskeleton robot for lower limb medical rehabilitation would be enhanced in energy endurance,safety and comfort,individualized and intelligent control,modularity and lightweight design.[Chinese Medical Equipment Journal,2025,46(1):88-100]
10.Three-dimensional speckle tracking imaging in evaluation on right ventricular function for predicting adverse events in patients with unstable angina after PCI
Wenshu HU ; Chang ZHOU ; Liang XU ; Heng SUN ; Shuting NIE ; Yuanyuan SHAO ; Xinyi LI
Chinese Journal of Interventional Imaging and Therapy 2025;22(2):102-106
Objective To observe the value of three-dimensional speckle tracking imaging(3D-STI)in evaluation on right ventricle(RV)function for predicting adverse events in patients with unstable angina(UA)after percutaneous coronary intervention(PCI).Methods A total of 155 UA patients who underwent both 3D-STI and conventional echocardiography and planned to accept PCI were prospectively enrolled and divided into adverse event group(n=37)and control group(n=118)based on the occurrence of adverse events after PCI or not.Clinical data and echocardiographic parameters were compared between groups,and new binary variables were generated according to the optimal cut-off values showed by the maximum Youden index of receiver operating characteristic curves of 3D-STI parameters being statistically different between groups.Then the independent predictors of adverse events among UA patients after PCI were analyzed,a combined model was constructed,and its predictive value was assessed.Results In adverse event group,the left ventricular end diastolic volume(LVEDV)was higher,while the left ventricular ejection fraction(LVEF),right ventricular free wall longitudinal strain(RVFWLS)and right ventricular global longitudinal strain(RVGLS)were all lower than those in control group(all P<0.05).The optimal cut-off values for distinguishing adverse event or not was 110 ml for LVEDV,19.05%for RVFWLS and 19.75%for RVGLS,respectively,and all the 3 generated binary variables were independent predictors for adverse events of UA patients after PCI(all P<0.05).The area under the curve of combined model for predicting adverse events in UA patients after PCI was 0.864.Conclusion RVFWLS<19.05%and RVGLS<19.75%obtained with 3D-STI,as well as LVEDV>110 ml with conventional echocardiography were all independent predictors of adverse events in UA patients after PCI.

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