1.Construction of a prognostic prediction model for invasive lung adenocarcinoma based on machine learning
Yanqi CUI ; Jingrong YANG ; Lin NI ; Duohuang LIAN ; Shixin YE ; Yi LIAO ; Jincan ZHANG ; Zhiyong ZENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(01):80-86
Objective To determine the prognostic biomarkers and new therapeutic targets of the lung adenocarcinoma (LUAD), based on which to establish a prediction model for the survival of LUAD patients. Methods An integrative analysis was conducted on gene expression and clinicopathologic data of LUAD, which were obtained from the UCSC database. Subsequently, various methods, including screening of differentially expressed genes (DEGs), Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis and Gene Set Enrichment Analysis (GSEA), were employed to analyze the data. Cox regression and least absolute shrinkage and selection operator (LASSO) regression were used to establish an assessment model. Based on this model, we constructed a nomogram to predict the probable survival of LUAD patients at different time points (1-year, 2-year, 3-year, 5-year, and 10-year). Finally, we evaluated the predictive ability of our model using Kaplan-Meier survival curves, receiver operating characteristic (ROC) curves, and time-dependent ROC curves. The validation group further verified the prognostic value of the model. Results The different-grade pathological subtypes' DEGs were mainly enriched in biological processes such as metabolism of xenobiotics by cytochrome P450, natural killer cell-mediated cytotoxicity, antigen processing and presentation, and regulation of enzyme activity, which were closely related to tumor development. Through Cox regression and LASSO regression, we constructed a reliable prediction model consisting of a five-gene panel (MELTF, MAGEA1, FGF19, DKK4, C14ORF105). The model demonstrated excellent specificity and sensitivity in ROC curves, with an area under the curve (AUC) of 0.675. The time-dependent ROC analysis revealed AUC values of 0.893, 0.713, and 0.632 for 1-year, 3-year, and 5-year survival, respectively. The advantage of the model was also verified in the validation group. Additionally, we developed a nomogram that accurately predicted survival, as demonstrated by calibration curves and C-index. Conclusion We have developed a prognostic prediction model for LUAD consisting of five genes. This novel approach offers clinical practitioners a personalized tool for making informed decisions regarding the prognosis of their patients.
2.Association between the diurnal rhythm amplitude of choroidal blood flow index and the progression of spherical equivalent and axial length in children
Ye YANG ; Zhiyang LIN ; Ziwei ZHOU ; Meixiao SHEN
International Eye Science 2025;25(5):858-862
AIM:To explore the relationship between the amplitude of diurnal variations in the choroidal vascular index(CVI)and annual changes in spherical equivalent(SE)and axial length in school-aged children.METHODS: Prospective study. Totally 39 cases(39 eyes)of Chinese school-age children aged 7 to 12 that diagnosed as emmetropia and myopia and error of refraction at optometry clinics of Eye Hospital, Wenzhou Medical University from July to August 2021 were selected. While 33 cases(33 eyes)were finally included, with 6 cases of loss to 1 a follow-up. A total of 16 cases(16 eyes)with annual growth of SE<0.5 D and 17 cases(17 eyes)with annual growth of SE≥0.5 D were divided into a non-progression group and progression group, respectively. Swept-source optical coherence tomography(SS-OCT)and custom choroidal analysis software were used to longitudinally observe diurnal variations in CVI of subjects, and the association between CVI diurnal amplitude and annual changes in SE and axial length was analyzed.RESULTS:It showed no significant correlation between the CVI diurnal amplitude at 1 mm from the fovea and annual changes in SE of the non-progressive group(P=0.65), while in the progression group, the CVI diurnal amplitude at 1 mm from the fovea was negatively correlated with annual changes in SE(P=0.048). However, no significant correlation was identified between CVI diurnal amplitude and annual changes in axial length in either group(all P>0.05). The diurnal amplitude of the CVI at the 1 mm foveal center had an effect on annual SE progression(P=0.039). Conversely, the diurnal amplitude of axial length, the annual changes in axial length, and the maximum or minimum time of CVI demonstrated significant associations with SE progression(all P> 0.05).CONCLUSION: Diurnal variations in CVI amplitude are associated with SE progression in school-aged children, providing a basis for further understanding the choroid-related changes in the process of myopia onset and progression.
3.Mitral valve re-repair with leaflet augmentation for mitral regurgitation in children: A retrospective study in a single center
Fengqun MAO ; Kai MA ; Kunjing PANG ; Ye LIN ; Benqing ZHANG ; Lu RUI ; Guanxi WANG ; Yang YANG ; Jianhui YUAN ; Qiyu HE ; Zheng DOU ; Shoujun LI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(07):958-962
Objective To investigate the efficacy of leaflet augmentation technique to repair the recurrent mitral valve (MV) regurgitation after mitral repair in children. Methods A retrospective analysis was conducted on the clinical data of children who underwent redo MV repair for recurrent regurgitation after initial MV repair, using a leaflet augmentation technique combined with a standardized repair strategy at Fuwai Hospital, Chinese Academy of Medical Sciences, from 2018 to 2022. The pathological features of the MV, key intraoperative procedures, and short- to mid-term follow-up outcomes were analyzed. Results A total of 24 patients (12 male, 12 female) were included, with a median age of 37.6 (range, 16.5–120.0) months. The mean interval from the initial surgery was (24.9±17.0) months. All children had severe mitral regurgitation preoperatively. The cardiopulmonary bypass time was (150.1±49.5) min, and the aortic cross-clamp time was (94.0±24.2) min. There were no early postoperative deaths. During a mean follow-up of (20.3±9.1) months, 3 (12.5%) patients developed moderate or severe mitral regurgitation (2 severe, 1 moderate). One (4.2%) patient died during follow-up, and one (4.2%) patient underwent a second MV reoperation. The left ventricular end-diastolic diameter was significantly reduced postoperatively compared to preoperatively [ (43.5±8.6) mm vs. (35.8±7.8)mm, P<0.001]. Conclusion The leaflet augmentation technique combined with a standardized repair strategy can achieve satisfactory short- to mid-term outcomes for the redo mitral repair after previous MV repair. It can be considered a safe and feasible technical option for cases with complex valvular lesions and severe pathological changes.
4.Application of artificial intelligence in ophthalmic plastic surgery
Yingge MA ; Shixu LI ; Yongxin ZHANG ; Jun MEI ; Lin YE ; Meina YANG
International Eye Science 2024;24(3):453-457
The advancement of computers and data explosion have ushered in the third wave of artificial intelligence(AI). AI is an interdisciplinary field that encompasses new ideas, new theories, and new technologies, etc. AI has brought convenience to ophthalmology application and promoted its intelligent, precise, and minimally invasive development. At present, AI has been widely applied in various fields of ophthalmology, especially in oculoplastic surgery. AI has made rapid progress in image detection, facial recognition, etc., and its performance and accuracy have even surpassed humans in some aspects. This article reviews the relevant research and applications of AI in oculoplastic surgery, including ptosis, single eyelid, pouch, eyelid mass, and exophthalmos, and discusses the challenges and opportunities faced by AI in oculoplastic surgery, and provides prospects for its future development, aiming to provide new ideas for the development of AI in oculoplastic surgery.
6.Research progress of posttraumatic stress disorder
Lin XIONG ; Ye CHENG ; Ao ZHOU ; Yang WU
Chongqing Medicine 2024;53(4):623-627,640
Posttraumatic stress disorder(PTSD)is a delayed and persistent mental disorder caused by severe psychological trauma,and the prevalence of PTSD is gradually increasing.This article summarizes the epidemiology,causes and pathogenesis,diagnosis,treatment,future and prospect of PTSD,in order to provide reference for the prevention,diagnosis and treatment of PTSD.
7.Clinical Observation on the Abdominal Acupuncture Combined with Acupuncture Method of Zuosheng Youjiang Qi-Regulaton Microneedling in the Treatment of Depression
Qing-Hua YE ; Lin-Xin XU ; Yin ZHONG ; Xiao-Yang ZHANG
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(1):135-140
Objective To observe the clinical efficacy of abdominal acupuncture with acupuncture method of Zuosheng Youjiang(left ascending and right descending)Qi-Regulation Microneedling in the treatment of depression.Methods Sixty cases of depression were randomly divided into observation group and control group,30 cases in each group.The observation group was given Zuosheng Youjiang Qi-Regulation Microneedling therapy,and the control group was given oral use of Sertraline Hydrochloride Tablets.A total of 6 weeks of treatment was given.After 6 weeks of treatment,the clinical efficacy of the two groups was evaluated,and the changes in Hamilton Depression Scale(HAMD)scores and Self-rating Anxiety Scale of Depression(SAS)scores of the two groups were observed before and after treatment.The safety and the occurrence of adverse reactions in the two groups were evaluated.Results(1)After treatment,the HAMD scores of patients in the two groups were significantly improved(P<0.05),and the observation group was significantly superior to the control group in improving the HAMD scores,and the differences were statistically significant(P<0.05).The difference between the HAMD scores of patients in the two groups was statistically significant before and after treatment(P<0.05).(2)After treatment,the SDS scores of the two groups of patients were significantly improved,and the observation group was significantly superior to the control group in improving the SDS scores,and the difference was statistically significant(P<0.05).The difference between the pre-treatment and post-treatment differences in the SDS scores of the two groups of patients was statistically significant(P<0.05).(3)The total effective rate of the observation group was 100.00%(30/30),and the control group was 83.33%(25/30).The efficacy of the observation group was superior to that of the control group,and the difference was statistically significant(P<0.05).(4)There was no significant difference in the incidence of adverse reactions between the observation group and the control group(P>0.05).Conclusion Abdominal acupuncture combined with Zuosheng Youjiang Qi-Regulation Microneedling for the treatment of depression can significantly improve the clinical symptoms of the patients,and the therapeutic effect is remarkable.
8.Phenotypic evaluation of Ttc37 knockout mouse as type Ⅰ tricho-hepato-enteric syndrome model
Ming-Ya LI ; Xue-Lin WANG ; Ye WEI ; Pei-Hong YANG ; Lei SUN
Fudan University Journal of Medical Sciences 2024;51(2):249-256
Objective To establish a mouse model of type Ⅰ tricho-hepato-enteric syndrome(THES)induced by Ttc37 deficiency.Methods Ttc37 flox strain was established by site-specifically inserted loxP sites into Ttc37 gene via CRISPR/CAS9 technology.Ubiquitously expressed CAG-Cre was introduced for all-tissue removal of Ttc37 in Ttc37flox/flox;CAG-Cre mice.The knock-out effect was confirmed by fluorescence quantitative PCR and Western blot.Phenotypic evaluations were conducted in 8-week-old mice including hematoxylin-eosin staining of skin,spleen,liver,bladder,and gastrointestinal tract(GI),serum enzyme activity assay of aspartate aminotransferase(AST)and alanine aminotransferase(ALT),measurement of serum hemoglobin level,and ELISA for IgG and IgM level upon antigen immunization.Results Similar to type Ⅰ THES patients,Ttc37flox/flox;CAG-Cre mice exhibited impaired development of hair shaft,epidermis,B cell and eyes,while liver,GI,bladder and serum hemoglobin level seemed normal under unstressed condition.Conclusion A novel mouse model of typeⅠ THES was constructed successfully,which was applicable for pathological study.
9.Summary of the evidence for the prevention of lower limb ischemic complications associated with venous-arterial extracorporeal membrane oxygenation patients
Jianlin TENG ; Weiying DAI ; Yao LIN ; Xiangying YANG ; Weiguo YE ; Tianqi WANG ; Liuqin XIA
Chinese Journal of Practical Nursing 2024;40(7):507-513
Objective:To retrieve, evaluate and integrate the relevant evidence of prevention of lower limb ischemic complications in venous-arterial extracorporeal membrane oxygenation (VA-ECMO) patients, and provide reference for the development of scientific and complete prevention and management of lower limb ischemic complications.Methods:According to the evidence-based methodology, clinical decisions, guidelines, expert consensus, evidence summary, systematic review, randomized controlled trials and experimental studies related to lower limb ischemia complications in VA-ECMO patients were searched from CNKI, Wanfang, PubMed, Cochrane Library and other domestic and foreign databases as well as relevant professional websites. The literature search period was from the establishment of the database to August 2023. Two researchers independently evaluated the literature quality, and then extracted and summarized the evidence according to the theme.Results:A total of 27 004 articles were obtained in the preliminary search, and 11 articles were finally included after screening, including 1 guide, 2 expert consensus, 2 systematic reviews and 6 original studies. Through literature reading, evidence extraction and classification, and expert group meetings, a total of 24 best evidences were concluded in four dimensions, including team training and management, VA-ECMO pre-computer evaluation, VA-ECMO catheter selection, and the monitoring and management of lower limb ischemia.Conclusions:This study summarized the best evidence for the prevention of lower limb ischemia complications associated with VA-ECMO patients, and can provide reference for healthcare providers in clinical practice. In order to ensure the safety of VA-ECMO treatment and reduce the incidence of related complications, healthcare professionals should carefully select and apply evidence according to the clinical context and patients′ wishes.
10.Ischemia-reperfusion injury in total knee arthroplasty
Yifeng YANG ; Jian HUANG ; Nan YE ; Lin WANG
Chinese Journal of Tissue Engineering Research 2024;28(6):955-960
BACKGROUND:The mechanism,manifestation,prevention and treatment of ischemia-reperfusion injury have been reported in the past.However,there are few studies on the ischemia-reperfusion injury of lower limb skeletal muscle caused by total knee arthroplasty.This article focuses on the pathogenesis,clinical impact,prevention and treatment of the ischemia-reperfusion injury of lower limb caused by total knee arthroplasty. OBJECTIVE:To summarize the related literature of lower limb ischemia-reperfusion injury caused by total knee arthroplasty,analyze the mechanism and significance,and give hints for further research on skeletal muscle ischemia-reperfusion injury. METHODS:The relevant articles on PubMed,CNKI,WanFang and VIP databases published from January 1,2000 to April 30,2022 were searched by computer with the Chinese and English search terms of"ischemia-reperfusion injury,total knee arthroplasty,tourniquet,mechanism,pathophysiology,skeletal muscle,treatment".After excluding repetitive research and some basic articles with low correlation,68 articles were finally selected for review. RESULTS AND CONCLUSION:(1)The pathogenesis of ischemia-reperfusion injury is related to oxygen free radicals,intracellular calcium overload,neutrophil activation,as well as high concentration of nitric oxide,no reflow phenomenon,apoptosis and other mechanisms.More detailed mechanism research can provide basis for future prevention and treatment.(2)Ischemia-reperfusion injury of lower limbs will cause local skeletal muscle injury,which may be caused by the trauma of the operation itself or the role of ischemia-reperfusion injury.More targeted research is needed to distinguish the relationship between the two.(3)Ischemia-reperfusion injury of lower limbs may even affect the distal organs,causing kidney and lung damage.It also affects local and systemic circulation.(4)To clarify the effect of ischemia-reperfusion injury can point out the direction for future prevention and treatment.The current prevention and treatment measures mainly include ischemic preconditioning,anesthetic,antioxidant and other drug prevention.(5)The detailed review of ischemia-reperfusion injury of lower limb skeletal muscle caused by total knee arthroplasty can provide basis for future diagnosis and treatment decisions.

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