1.A lung cancer early-warning risk model based on facial diagnosis image features
Yulin Shi ; Shuyi Zhang ; Jiayi Liu ; Wenlian Chen ; Lingshuang Liu ; Ling Xu ; Jiatuo Xu
Digital Chinese Medicine 2025;8(3):351-362
Objective:
To explore the feasibility of constructing a lung cancer early-warning risk model based on facial image features, providing novel insights into the early screening of lung cancer.
Methods:
This study included patients with pulmonary nodules diagnosed at the Physical Examination Center of Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine from November 1, 2019 to December 31, 2024, as well as patients with lung cancer diagnosed in the Oncology Departments of Yueyang Hospital of Integrated Traditional Chinese and Western Medicine and Longhua Hospital during the same period. The facial image information of patients with pulmonary nodules and lung cancer was collected using the TFDA-1 tongue and facial diagnosis instrument, and the facial diagnosis features were extracted from it by deep learning technology. Statistical analysis was conducted on the objective facial diagnosis characteristics of the two groups of participants to explore the differences in their facial image characteristics, and the least absolute shrinkage and selection operator (LASSO) regression was used to screen the characteristic variables. Based on the screened feature variables, four machine learning methods: random forest, logistic regression, support vector machine (SVM), and gradient boosting decision tree (GBDT) were used to establish lung cancer classification models independently. Meanwhile, the model performance was evaluated by indicators such as sensitivity, specificity, F1 score, precision, accuracy, the area under the receiver operating characteristic (ROC) curve (AUC), and the area under the precision-recall curve (AP).
Results:
A total of 1 275 patients with pulmonary nodules and 1 623 patients with lung cancer were included in this study. After propensity score matching (PSM) to adjust for gender and age, 535 patients were finally included in the pulmonary nodule group and the lung cancer group, respectively. There were significant differences in multiple color space metrics (such as R, G, B, V, L, a, b, Cr, H, Y, and Cb) and texture metrics [such as gray-levcl co-occurrence matrix (GLCM)-contrast (CON) and GLCM-inverse different moment (IDM)] between the two groups of individuals with pulmonary nodules and lung cancer (P < 0.05). To construct a classification model, LASSO regression was used to select 63 key features from the initial 136 facial features. Based on this feature set, the SVM model demonstrated the best performance after 10-fold stratified cross-validation. The model achieved an average AUC of
2.Research progress on the correlation of solar radiation with pterygium
Shuyi ZHAO ; Jinpeng CUI ; Xiaochen LIU
International Eye Science 2025;25(11):1802-1807
As a common ophthalmic disease, pterygium exhibits a considerably high incidence in global area, particularly in regions with harsh natural environment. While it is unlikely to cause blindness, pterygium frequently disrupts the normal homeostasis of the tear film, leading to discomfort such as dry eyes and foreign body sensation, thereby significantly impairing patients' quality of life. Furthermore, the high surgical intervention rate for pterygium consumes substantial medical resources. Therefore, investigating the underlying mechanisms of pterygium development is essential for its prevention and control. Extensive research has demonstrated the correlation between solar radiation and pterygium occurrence, confirming that ultraviolet rays within solar radiation contribute to the onset and progression of pterygium through multiple pathways, including direct DNA damage to ocular surface cells, oxidative stress-induced injury, involvement in inflammatory regulation, and extracellular matrix remodeling. This paper reviews both domestic and international epidemiological trends of pterygium, as well as the multifaceted mechanisms by which solar radiation influences pterygium development. The aim is to enhance understanding of the relationship between solar exposure and pterygium occurrence, while emphasizing and guiding public awareness of solar radiation protection in clinical practice.
3.Current status of training on catheterization technology for tunnel peripherally inserted central catheter
Quanying WU ; Chao SUN ; Lei WANG ; Xia WANG ; Jie LIU ; Shuyi YU
Chinese Journal of Modern Nursing 2024;30(17):2247-2251
Objective:To explore the current status of catheterization technology training for tunnel peripherally inserted central catheter (PICC) intravenous therapy specialist nurses, so as to provide reference for promoting the application of this technology and conducting systematic specialized training.Methods:From May to June 2023, convenience sampling was used to select 279 intravenous therapy specialist nurses from 150 hospitals in 24 provinces, autonomous regions, and municipalities directly under the central government as the research subject. A self-designed questionnaire was used to survey the research subject in the form of an electronic questionnaire.Results:A total of 279 questionnaires were distributed, and 279 valid questionnaires were collected, with an effective response rate of 100.0% (279/279). The hospitals where 141 nurses were located implemented tunnel PICC catheterization technology, of which 93 nurses implemented this technology in their departments, 34 nurses were able to independently complete this technique. A total of 113 nurses received tunnel PICC training, and 141 nurses believed that the primary factor affecting the implementation and development of this technology was the level of technical mastery of specialist nurses, 248 nurses expressed that training effectiveness could be effectively improved through workshops.Conclusions:The training and promotion of tunnel PICC catheterization technology need to be strengthened. It is urgent to further increase the re-certification of intravenous therapy specialist nurses and perfect the platform and standardization of specialized training to improve the nursing quality of intravenous therapy.
4.Isochlorogenic acid A alleviates reticulum stress induced by peste des petits rumi-nants virus via PERK signaling pathway
Yun MU ; Tiantian SUN ; Yongsheng KUANG ; Shuyi YUAN ; Yanfen LIU ; Shaohong CHEN ; You LIU ; Fucheng GUO
Chinese Journal of Veterinary Science 2024;44(7):1408-1417
Viral infection can induce endoplasmic reticulum stress(ERS)and unfolded protein re-sponse(UPR)in host cells,resulting in perturbation of endoplasmic reticulum homeostasis.To e-lucidate the action mechanism of isochlorogenic acid A(IAA)in regulating peste des petits rumi-nant virus(PPRV)-induced ERS and UPR,MTT assay,indirect immunofluorescence assay and Western blot were used to evaluate the anti-PPRV activity of IAA,and the effects of IAA on PPRV-induced ERS and PERK signaling pathway were studied by Western blot and quantitative real-time PCR.The results showed that the PPRV replication and virus-induced cytopathic in LDG-2 cells were significantly inhibited,and the survival rate of virus-infected cells was significantly in-creased due to IAA treatment.Compared with the virus control group,the expression levels of GRP78 and p-eIF2α,the ratios of p-PERK/PERK and p-eIF2α/eIF2α in IAA treated PPRV-infec-ted cells were significantly decreased.The expression level of GADD153 significantly decreased at 24,36 h,and significantly increased at 48,60 h.Furthermore,treatment with ERS inhibitor 4-PBA could significantly suppress the expression levels of GRP78,PPRV-N protein and GADD153 in PPRV-infected cells,and the ratios of p-eIF2α/eIF2α and p-PERK/PERK in PPRV-infected cells were also significantly decreased caused by treatment with IAA or 4-PBA and IAA combination.These findings implicated that the PPRV-induced ERS could be alleviated by inhibiting activation of the PERK-eIF2α-GADD1 53 signaling pathway,which led to restriction of PPRV replication in host cells.
5.Establishment and assessment of a visual detection method for nucleic acid of Afri-can swine fever virus
Xingqi LIU ; Yujie BAI ; Mengyao ZHANG ; Jingbo HUANG ; Guangliang LIU ; Yuanyuan LI ; Shuyi TAN ; Haili ZHANG ; Yan ZHANG ; Zongxi CAO ; Hualei WANG ; Pei HUANG
Chinese Journal of Veterinary Science 2024;44(8):1585-1592
African swine fever(ASF),caused by the African swine fever virus(ASFV),is a highly contagious infectious disease of pigs.This disease has been spread rapidly in China since 2018,po-sing a huge threat to China's pig farming industry.To rapid detect the ASFV,a loop-mediated iso-thermal amplification(LAMP)combined with the disposable nucleic acid visualization test strip was established for visual detection of the nucleic acid of ASFV B646L gene.The method was easy to operate without special instruments and equipment,while it effectively avoided the disadvantage of false positives caused by aerosol contamination.The method was able to detect 1.16 copies/μL of the recombinant plasmid in 50 min at 65 ℃.In addition,the method was specific with no cross-re-action with classical swine fever virus,porcine reproductive and respiratory syndrome virus,por-cine parvovirus,transmissible gastroenteritis virus.The results in this study provides a rapid,con-venient,sensitive and reliable method for early diagnosis and screening for ASFV suspected infec-tion cases.
6.Effect of endoplasmic reticulum stress induced by peste des petits ruminants virus on PERK signaling pathway and apoptosis in goat kidney cells
Yongsheng KUANG ; Yun MU ; Tiantian SUN ; Shuyi YUAN ; Yanfen LIU ; Shaohong CHEN ; Fucheng GUO ; You LIU
Chinese Journal of Veterinary Science 2024;44(9):1882-1891
Viral infection can induce endoplasmic reticulum stress(ERS)and unfolded protein reac-tion(UPR)in host cells.This study aims to further explore the effects of ERS induced by pest des petits ruminants virus(PPRV)infection on UPR signaling pathway,virus replication and apopto-sis of host cells.MTT assay,indirect immunofluorescence assay(IFA)and Western blot were used to observe the proliferation of PPRV in goat kidney cells(LDG-2).Western blot and real-time flu-orescence quantitative PCR(qRT-PCR)were used to observe the effects of PPRV infection on the expression levels of GRP78,PERK and its downstream signal molecules,apoptosis-related proteins Bcl-2 and Bax.The result indicated that the cell survival rate was significantly declined with evident cytopathic effect at 36 h post-infection,and the expression level of PPRV-N protein tended to be elevated,and was significantly higher than that of cell control at 30 h post-infection.Meanwhile,the expression levels of GRP78,p-eIF2α and GADD153,the ratio of p-PERK/PERK and p-eIF2α/eIF2α were significantly increased.Moreover,the expression levels of PPRV-N protein,GRP78,p-eIF2α and GADD1 53,the ratio of p-eIF2α/eIF2α and p-PERK/PERK were significantly decreased in PPRV-infected cells due to 4-PBA treatment.The expression level of apoptosis-related Bcl-2 was down-regulated,Bax was up-regulated,and the ratio of Bcl-2/Bax was significantly decreased.Therefore,the activation of PERK/eIF2α/GADD153 signaling pathway could be induced by PPRV infection resulting in alleviating of virus-induced ERS,which is beneficial to viral replication.Bloc-king PPRV-induced ERS could inhibit the activation of PERK signaling pathway and virus replica-tion.PPRV infection and prolonged ERS can induce apoptosis of LDG-2 cells.
7.Inflammatory response in peste des petits ruminants virus infected LDG-2 cells is mediated by TLR2/MyD88/NF-κB signaling pathway
Tiantian SUN ; Yun MU ; Yongsheng KUANG ; Shuyi YUAN ; Shaohong CHEN ; Fucheng GUO ; You LIU
Chinese Journal of Veterinary Science 2024;44(10):2204-2212,2308
MTT assay,indirect immunofluorescence assay(IFA)and real-time fluorescence quanti-tative PCR(qRT-PCR)were used to observe the proliferation of PPRV in goat kidney cells(LDG-2).Western blot and qRT-PCR were used to evaluate the effects of PPRV infection on the expres-sion levels of TLR2,MyD88,NF-κB signaling pathway-related factors and their downstream in-flammatory factors.The results indicated that the significantly decreased cell survival rate and ob-vious cytopathic effect were observed at 36 h post PPRV infection,and the mRNA expression level of PPRV-N gene was significantly up-regulated.At the same time,the expression levels of TLR2,MyD88,p-p65 and p-IκBα,the ratio of p-p65/p65 and p-IκBα/IκBα and the mRNA expression levels of downstream inflammatory factors TNFα,IL-1β,IL-4 and IL-10 were significantly increased.Mo-reover,the expression levels of PPRV-N mRNA,TLR2,MyD88,p-p65 and p-IκBα,the ratio of p-p65/p65 and p-IκBα/IκBα and the mRNA expression levels of downstream inflammatory factors IL-1β and IL-4 in PPRV-infected cells were significantly decreased in the presence of the inhibitor C29 of TLR2.These findings implied that the TLR2/MyD88/NF-κBα signaling pathway can be activated by PPRV infection,which is beneficial to the replication and spread of the virus.Blocking down the activation of TLR2 can inhibit MyD88/NF-κB signaling pathway and viral replication in PPRV-infected cells.
8.Family functioning and self-injurious behavior in primary school children: the mediating role of teacher-student relationship and the moderating role of friendship quality
Qin YANG ; Ganghuai ZHANG ; Shuyi CHEN ; Shuangjin LIU ; Yiqiu HU
Chinese Journal of Behavioral Medicine and Brain Science 2024;33(10):907-912
Objective:To investigate the relationship between family functioning and self-injurious behavior among primary school children, as well as the effects of teacher-student relationship and friendship quality.Methods:A questionnaire survey was conducted with 1 033 primary school children from grade four to six in Hunan province from March to April 2024, using the family APGAR index scale, the deliberate self-injury inventory, the teacher-student relationship subscale of the my class questionnaire, and the friendship quality questionnaire. Data were analyzed using SPSS 26.0 software for normality tests, descriptive statistics, chi-square tests, and Pearson correlation analyses. Confirmatory factor analysis was performed with AMOS 24.0, and moderated mediating effects were examined using the PROCESS 3.5 macro program.Results:(1) The prevalence of self-injurious behavior among the sampled children was 37.4% (359/958), with no significant gender difference ( χ2=0.01, P>0.05). However, the detection rate among grades was significantly different ( χ2=8.25, P<0.05, Cramer's V=0.09). (2) Self-injurious behavior was negatively correlated with family functioning, teacher-student relationship, and friendship quality ( r=-0.29, -0.25, -0.18, P<0.01). Among family functioning, teacher-student relationship and friendship quality, there was positive correlations between each other ( r=0.33-0.40, all P<0.01). (3) Teacher-student relationship partially mediated the relationship between family functioning and self-injurious behavior, with the mediating effect value accounting for 20%(-0.06/-0.30) of the total effect. (4) Friendship quality moderated the first stage of the mediating effect of teacher-student relationship on the relationship between family functioning and self-injurious behavior ( β=0.08, P<0.01). When children's friendship quality was higher, the predictive effect of family functioning on teacher-student relationship was significantly strengthened ( βsimple=0.30, P<0.001, 95% CI=0.21~0.38). Conclusion:Effective family functioning promotes positive teacher-student relationship in children, thereby reducing the risk of self-injurious behavior. This effect is notably stronger among children with higher-quality friendships.
9.Comparison of quality of sleep and rehabilitation after routine surgery versus day surgery in pediatric patients with snoring
Qianqi QIU ; Guizhen LONG ; Shuang FENG ; Minting ZENG ; Huanhuan ZHANG ; Shuyi FENG ; Jianhua LIU ; Yaying HUANG ; Yingyi XU
Chinese Journal of Anesthesiology 2024;44(7):786-790
Objective:To compare the quality of sleep and rehabilitation after routine surgery versus day surgery in pediatric patients with snoring.Methods:This was a prospective study.Seventy pediatric patients with snoring, aged 4-6 yr, of American Society of Anesthesiologists Physical Status classification Ⅰ or Ⅱ, undergoing adenoidectomy and/or tonsillectomy in the Guangzhou Women and Children′s Medical Center from March to June 2023, were divided into routine surgery group (group R) and day surgery group (group D), with 35 cases in each group. A sleep-detecting bracelet was used to monitor the sleep status. The proportion of deep sleep, light sleep and rapid eye movement, sleep continuity score and the maximum and minimum heart rate were recorded on the night before surgery, the first and second night after surgery. Rehabilitation was assessed using Quality of Recovery-15 at 1 day before surgery and 24 and 48 h and 28 days after surgery.Results:Compared with group R, the maximum heart rate at the night before surgery was significantly decreased, the proportion of light sleep on the second night after surgery was increased, the proportion of rapid eye movement sleep on the second night after surgery was decreased, the scores for items on " getting support from hospital doctors and nurses", " feeling comfortable and in control", and " having a feeling of general well-being" and the total score of Quality of Recovery-15 were significantly decreased at 24 and 48 h after operation, and the score for items on " feeling rested" and " have had a good sleep" at 48 h after surgery was decreased in group D ( P<0.05). Conclusions:Pediatric patients with snoring have poor quality of early sleep and rehabilitation after day surgery compared with routine surgery.
10.Electro-clinical aspects of epilepsy with fixation-off sensitivity
Shuyi QU ; Xiaoli WANG ; Wenhao WEN ; Wenjuan ZHANG ; Yuwen GAO ; Xinyu WEN ; Yonghong LIU
Chinese Journal of Neurology 2024;57(12):1309-1316
Objective:To summarize the clinical and electrophysiological characteristics of epilepsy patients with fixation-off sensitivity (FOS).Methods:Using "fixation-off sensitivity" and "epilepsy" as search terms, data were retrieved from the Electroencephalogram Monitoring Center Database of Xijing Hospital, Air Force Military Medical University. Information was collected on epilepsy patients with FOS who were seen at the Xijing Hospital Electroencephalogram Monitoring Center from March 2019 to May 2023. A retrospective analysis of video electroencephalograms and clinical information was conducted, along with follow-up. Single factor analysis and multi-factor Logistic regression analysis were used to analyze the risk factors affecting the prognosis of the patients.Results:A total of 78 patients met the inclusion criteria, including 43 females and 35 males; the age at first epilepsy onset was 12.00 (8.00, 15.25) years. Among these 78 patients, 46 were diagnosed with genetic generalized epilepsy, 11 with self-limited focal epilepy, 9 with familial cortical myoclonic tremor with epilepsy, 7 with developmental and epileptic encephalopathy, 3 with symptomatic epilepsy, and 2 with progressive myoclonic epilepsy. The fixation-off induction trial most commonly triggered seizures in epilepsy with eyelid myoclonia (EEM) patients, with eyelid myoclonia being the most common type of seizure. Twenty-five epilepsy patients with FOS showed a positive photoparoxysmal response, of whom 6 experienced photo-convulsive response. Sixty-eight patients completed follow-up with comprehensive clinical data. At the last follow-up, 45 patients had been free from tonic-clonic seizures for at least one year. A history of febrile seizures ( OR=20.559, 95% CI 2.179-193.997, P=0.008) and cognitive decline ( OR=3.752, 95% CI 1.118-12.588, P=0.032) were identified as risk factors for poor prognosis in epilepsy patients with FOS. The age of first epilepsy onset, the number of anti-seizure medications, and the intermittent photo stimulation trial results had no correlation with prognosis. Conclusions:FOS is more common in female epilepsy patients and can be observed in both generalized and focal epilepsy syndromes. EEM patients are prone to seizures during fixation-off induction trial, and the most common type of seizures is eyelid myoclonus seizure. Patients with epilepsy with FOS who have a history of febrile seizures and cognitive impairment tend to have poor prognosis.

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