1.Clinical Classification Model for Human Adenovirus Infection in the Respiratory Tract of Children Based on Complete Blood Cell Count
Junyan ZHONG ; Junxiang LI ; Mei HUANG ; Yuejuan WANG ; Luohui LIU ; Xiaohui CHEN ; Min CAO
Journal of Sun Yat-sen University(Medical Sciences) 2025;46(5):889-898
ObjectiveTo develop a classification model based on complete blood count (CBC) parameters combined with clinical factors to predict severe respiratory infections caused by Human adenovirus (HAdV) in pediatric patients. MethodsFrom September 2023 to September 2024, the CBC parameters and related clinical data from pediatric patients diagnosed with HAdV infection were collected. Principal component analysis and random forest models were used to identify potential predictors of severe cases. ResultsA total of 668 pediatric patients were included, with 564 cases assigned to the training cohort and 104 cases to the validation cohort. Severe cases were defined as pneumonia and/or fever lasting ≥5 days (pneumonia or prolonged fever, PorPF). Principal component analysis and feature importance analysis (Mean Decrease Gini value) identified the monocytosis ratio (PMono), red blood cell count (RBC), and platelet count (PLT) as the most critical CBC parameters. Logistic regression analysis revealed that oxygen therapy (OR = 4.367, 95% CI: 1.568–12.161) and increased work of breathing (OR = 3.904, 95% CI: 2.146–7.101) were relative risk factors for PorPF. Meanwhile, higher PMono (OR = 0.696, 95% CI: 0.640–0.757), RBC (OR = 0.201, 95% CI: 0.124–0.325), and PLT (OR = 0.990, 95% CI: 0.987–0.994) were protective factors. When PMono was used as a predictive marker for PorPF, the area under the receiver operating characteristic curve (AUC) was 0.648 and 0.705, respectively. A random forest model incorporating four risk factors [PMono, RBC, PLT, and hematocrit (HCT)] was constructed to classify PorPF and general cases, achieving AUCs of 0.688 and 0.768, respectively. ConclusionsPMono, RBC, and PLT may serve as characteristic CBC indicators for predicting pneumonia or prolonged fever in children with HAdV infection. A risk factor model built using PMono, RBC, PLT, and HCT offers a relatively simple and accurate approach to predicting severe cases in pediatric HAdV infections.
2.Effect of Therapeutic Communication on Anxiety and Hope Level of Cervical Cancer Surgery Patients
Caixia ZHENG ; Xue LI ; Shuiying DONG ; Min XIE ; Xuesong CAO ; Pan LEI
Chinese Medical Ethics 2024;35(4):396-400
The aim is to evaluate the effect of therapeutic communication on cervical cancer patients’ preoperative anxiety and hope level. The convenience sampling method was used to select the inpatients who will receive radical surgery for cervical cancer in the department of obstetrics and gynecology of the Second Affiliated Hospital of Xi’an Jiaotong University from November 2016 to November 2019 as the research object. 50 patients were grouped by the random number table method: 25 patients were in the intervention group, and 25 patients were in the control group. Patients in the intervention group were given therapeutic communication on the basis of routine nursing, and patients in the control group were given routine nursing. Both groups were investigated with the Self-Rating Anxiety Scale (SAS) and Herth Hope Index (HHI) on the first day of admission and the day before surgery. Before the intervention, there was no statistically significant difference between the two groups (P>0.05) . After the intervention, the anxiety level of the intervention group was lower than that of the control group (P<0.05), and the hope level was higher than that of the control group (P<0.05). It can be seen that therapeutic communication can alleviate preoperative anxiety of cervical cancer patients, improve their hope level, promote patient recovery, and ease tense medical relationship.
3.ERK mediated C-Myc/PD-L1 synergy to investigate tumor suppression effect of Shenqi Yiliu decoction combined with cisplatin in combination with H22 hepatocellular carcinoma tumor bearing mice
Yuping YANG ; Yongqiang DUAN ; Min BAI ; Xin FENG ; Nan ZHOU ; Liren CAO ; Yarong LI ; Lan MA
Chinese Journal of Immunology 2024;40(3):586-591
Objective:To investigate the tumor suppressing effect of Shenqi Yiliu decoction combined with cisplatin via ERK-mediated C-Myc/PD-L1 phase-coordinated pathway on H22 hepatocellular carcinoma tumor-bearing mice and its mechanism.Meth-ods:In 60 SPF-grade male Kunming mice,10 mice were taken as blank group by random number table method,and the other 50 mice were replicated as H22 hepatocellular carcinoma tumor-bearing mouse model.After successful replication of the model,the model mice were randomly divided into model group,cisplatin group[2.5×10-3 g/(kg·3 d)],Shenqi Yiliu decoction low[13.515 g/(kg·d)],me-dium[27.03 g/(kg·d-1)],and high dose[27.030 g/(kg·d)]combined with cisplatin group[2.5×10-3 g/(kg·3 d)],10 mice in each group were treated for 13 d.After 24 h of the last dose,the mice were anesthetized and sacrificed,and the tumor inhibition rate,spleen index and thymus index of each drug group were determined;HE staining was performed to observe the histopathological changes of tumor in mice;ELISA kit was used to detect the contents of EGF and IFN-γ in tumor tissue homogenate;p-ERK1/2,C-Myc and PD-L1 protein expression in tumor tissue were detected by IHC and Western blot;ERK,C-Myc and PD-L1 mRNA expression levels in tumor tissue were detected by RT-PCR.Results:Compared with blank group,the average body mass and spleen index of mice in model group were decreased(P<0.05).Compared with model group,the tumor inhibition effect of each treatment group was obvious,and Shenqi Yiliu decoction combined with cisplatin group inhibited tumor growth in liver cancer mice in a dose-dependent way,im-proved the average body mass,spleen index and thymus index of mice,promoted the necrosis of tumor cells and increased the necrotic area.EGF and IFN-γ contents,P-ERK1/2,C-Myc,PD-L1 protein expressions and ERK,C-Myc,PD-L1 mRNA expression levels were decreased in tumor tissues(P<0.05).Compared with cisplatin group,the therapeutic effect of Shenqi decoction combined with cisplatin in medium and high dose groups was significant,and the difference was statistically significant(P<0.05).Conclusion:Shenqi Yiliu decoction combined with cisplatin effectively inhibited the tumor growth of H22 liver cancer tumor-bearing mice and significantly reduces the expression of C-Myc and PD-L1 proteins in the tumor tissues,which may be through the regulation of ERK signaling path-way-related protein expression to exert tumor suppressive effect.
4.Characteristics of brain cortical morphology in children with attention deficit hyperactivity disorder co-occurred with oppositional defiant disorder
Feifei SI ; Lu LIU ; Haimei LI ; Min DONG ; Qingjiu CAO ; Li SUN ; Qiujin QIAN ; Yufeng WANG
Chinese Mental Health Journal 2024;38(2):97-103
Objective:To investigate the characteristics of cortical morphology in children with attention defi-cit hyperactivity disorder(ADHD)and those with oppositional defiant disorder(ODD)from both categorical and dimensional analyses.Methods:A total of 72 children were enrolled,including 16 children with ADHD and ODD,20 children with ADHD without ODD,and 36 age-gender-matched normal children.The diagnoses were made ac-cording to the Diagnostic and Statistical Manual of Mental Disorders,Fourth Edition(DSM-Ⅳ)criteria.The Chi-nese Wechsler Intelligence Scale for Children(C-WISC)was used to access intelligence quotient.All subjects par-ticipated in the magnetic resonance imaging(MRI)scan.The features of cortical morphology were determined using FreeSurfer software.Results:Children with ADHD and ODD[(6 528.1±857.5)mm3 vs.(7 591.2±657.3)]and children with ADHD only[(6 867.2±41.3)mm3 vs.(7 591.2±657.3)mm3]had smaller volume in the left later-al superior temporal gyrus(P<0.05)than controls.No difference was found between ADHD with ODD group and ADHD without ODD group.There was no correlation between the cortical volume of left lateral superior temporal gyrus and ODD symptoms.Conclusion:The reduced cortical volume of left lateral superior temporal gyrus may be an important indication of the abnormal brain structure of ADHD in children.And comorbid status of ODD dose not change this structural variation.
5.Embryo-fetal developmental toxicity and toxicokinetics of fluoropezil in New Zealand rabbits
Shanshan MAO ; Fang LI ; Guihong CAI ; Yunkai ZHU ; Xu XU ; Yanjun CUI ; Wen ZHOU ; Min CAO ; Li ZHOU
Chinese Journal of Pharmacology and Toxicology 2024;38(2):120-127
OBJECTIVE To study the effect of fluoropezil on embryo-fetal developmental toxicity and toxicokinetics in rabbits,and provide reference for clinical medication.METHODS According to the sequence of pregnancy,pregnant rabbits were divided into five groups:vehicle control group(1%hydroxy-propyl methylcellulose+1.5%polyethylene glycol 400 aqueous solution),positive control group(cyclo-phosphamide 18 mg·kg-1),and fluoropezil(3.6,9.0 and 22.5 mg·kg-1)groups.The vehicle control group and the fluoropezil groups were ig administrated on the 6th to 18th day of gestation(GD6-18)while the positive control group was ig given cyclophosphamide on GD6-20.The pregnant rabbits were sacri-ficed on GD28,and the embryo-fetal development was detected.Sex hormone levels of pregnant rabbits on GD5,GD18 and GD28 were detected by ELISA method.Blood samples with toxokinetics were collected for concomitant toxic generation at the first and last administration,and drug concentrations in fetal,placenta and amniotic fluid were detected with liquid chromatography tandem mass spectrometry(LC-MS/MS).RESULTS Fluoropezil 3.6,9.0 and 22.5 mg·kg-1 had no significant effect on body mass,mass gain,food consumption,pregnancy outcomes,fetal appearance,viscera,skeletal and physical growth and development of pregnant rabbits.Only on GD18 or GD28,the levels of follicle stimulating hormone,estra-diol and progesterone in each dose group fluctuated to some extent.The combined toxokinetics results indicated that fluoropezil could cross the placental barrier of the rabbits,but did not accumulate in preg-nant rabbits or fetuses.Fetal mass,crown-rump length and uterus mass in the cyclophosphamide group were lower than those in the vehicle control group.The appearance and bone of the cyclophos-phamide group were positive.CONCLUSION The no observed adverse effect level(NOAEL)of fluoro-pezil toxicity on rabbit embryo-fetal development is 22.5 mg·kg-1,which is 125 times of the effective dose.At the dosage level of 22.5 mg·kg-1,Cmax is 1093 μg·L-1,and AUC(0-24 h)6650 μg·h·L-1 on GD18.
6.Laparoscopic ventral mesh rectopexy and anal sphincter plasty for complete rectal prolapse
Yuru ZHANG ; Di CAO ; Chuncheng REN ; Kai WANG ; Ning AN ; Min WANG ; Li ZHANG ; Shuo NIU
Chinese Journal of General Surgery 2024;39(3):207-210
Objective:To evaluate the safety and effectiveness of laparoscopic ventral mesh rectopexy (LVMR) +anal sphincter plasty for complete rectal prolapse.Methods:From Jan 1, 2018 to Dec 31, 2022, 45 patients with complete rectal prolapse diagnosed in Beijing Erlong Road Hospital received laparoscopic ventral mesh rectopexy +anal sphincter plasty were included in this study.Result:There was no mortality rate associated with LVMR in this study cohort. The follow-up period was 8-76 months, with a median follow-up period of 59 months. There were 2 cases of recurrence, with a recurrence rate of 4%. Patients with concomitant fecal incontinence symptoms had a preoperative Jorge Wexner fecal incontinence score of 13.8±2.0, and postoperative Jorge Wexner fecal incontinence scores of 7.5±1.5, 5.3±1.3, 4.3±1.1, 2.8±1.0, and 1.8±0.5 at 3, 6, 12, 36, and 60 months, respectively, all P<0.001. Patients with concomitant constipation had a preoperative Wexner constipation score of 15.7 ± 1.5, and a postoperative Wexner constipation score of 9.0±1.8, 6.8±1.5, 5.2±1.4, 4.1±0.7, 2.0±0.0 at 3, 6, 12, 36, and 60 months, respectively, all P<0.001. Conclusions:LVMR +anal Sphincter plasty is safe and effective for the treatment of complete rectal prolapse, and there are few complications related to biological patches. Anal sphincter plasty can effectively improve anal function.
7.Low intramuscular adipose tissue index is a protective factor of all-cause mortality in maintenance dialysis patients
Jing ZHENG ; Shimei HOU ; Keqi LU ; Yu YAN ; Shuyan ZHANG ; Li YUAN ; Min LI ; Jingyuan CAO ; Yao WANG ; Min YANG ; Hong LIU ; Xiaoliang ZHANG ; Bicheng LIU ; Bin WANG
Chinese Journal of Nephrology 2024;40(2):101-110
Objective:To investigate the relationship between intramuscular adipose tissue index (IATI) calculated from computed tomography images at transverse process of the first lumbar and all-cause mortality in maintenance dialysis patients, and to provide a reference for improving the prognosis in these patients.Methods:It was a multicenter retrospective cohort study. The clinical data of patients who received maintenance hemodialysis or peritoneal dialysis treatment from January 1, 2017 to December 31, 2019 in 4 grade Ⅲ hospitals including Zhongda Hospital Affiliated to Southeast University, Taizhou People's Hospital Affiliated to Nanjing Medical University, Affiliated Hospital of Yangzhou University, and the Third Affiliated Hospital of Soochow University were retrospectively collected. IATI was calculated by low attenuation muscle (LAM) density/skeletal muscle density. The receiver-operating characteristic curve was used to determine the optimal cut-off value of IATI, and the patients were divided into high IATI group and low IATI group according to the optimal cut-off value. The differences of baseline clinical data and measurement parameters of the first lumbar level between the two groups were compared. The follow-up ended on December 23, 2022. The endpoint event was defined as all-cause mortality within 3 years. Kaplan-Meier survival curve and log-rank test were used to analyze the survival rates and the differences between the two groups. Multivariate Cox regression analysis models were used to analyze the association between IATI and the risk of all-cause mortality in maintenance dialysis patients. Multivariate logistic regression analysis model was used to analyze the influencing factors of high IATI.Results:A total of 478 patients were eligibly recruited in this study, with age of (53.55±13.19) years old and 319 (66.7%) males, including 365 (76.4%) hemodialysis patients and 113 (23.6%) peritoneal dialysis patients. There were 376 (78.7%) patients in low IATI (<0.42) group and 102 (21.3%) patients in high IATI (≥0.42) group. The proportion of age ≥ 60 years old ( χ2=24.746, P<0.001), proportion of diabetes mellitus ( χ2=5.570, P=0.018), fasting blood glucose ( t=-2.145, P=0.032), LAM density ( t=-3.735, P<0.001), LAM index ( t=-7.072, P<0.001), and LAM area/skeletal muscle area ratio ( Z=-9.630, P<0.001) in high IATI group were all higher than those in low IATI group, while proportion of males ( χ2=11.116, P<0.001), serum albumin ( Z=2.708, P=0.007) and skeletal muscle density ( t=12.380, P<0.001) were lower than those in low IATI group. Kaplan-Meier survival analysis showed that the 3-years overall survival rate of low IATI group was significantly higher than that in high IATI group (Log-rank χ2=19.188, P<0.001). Multivariate Cox regression analysis showed that IATI<0.42 [<0.42/≥0.42, HR(95% CI): 0.50 (0.31-0.83), P=0.007] was an independent protective factor of all-cause mortality, and age ≥60 years old [ HR (95% CI): 2.61 (1.60-4.23), P<0.001], diabetes mellitus [ HR (95% CI): 1.71 (1.06-2.78), P=0.029] and high blood neutrophil/lymphocyte ratio [ HR (95% CI): 1.04 (1.00-1.07), P=0.049] were the independent risk factors of all-cause mortality in maintenance dialysis patients. Stepwise Cox regression analysis showed that IATI<0.42 was still an independent protective factor of all-cause mortality in maintenance dialysis patients [<0.42/≥0.42, HR (95% CI): 0.45 (0.27-0.76), P=0.003]. Multivariate logistic regression analysis showed that low skeletal muscle density [ OR (95% CI): 0.84 (0.81-0.88), P<0.001] and high serum triglyceride [ OR (95% CI): 1.39 (1.07-1.82), P=0.015] were the independent influencing factors of IATI≥0.42. Conclusion:IATI<0.42 of the first lumbar level is an independent protective factor of all-cause mortality in maintenance dialysis patients. Localized myosteatosis within high-quality skeletal muscle may reduce the risk of all-cause mortality in these patients.
8.Short-term efficacy and safety of pulmonary subsegmentectomy versus segmentectomy in the treatment of patients with small pulmonary nodules: A systematic review and meta-analysis
Jinlong ZHANG ; Zhaohao LIN ; Weirun MIN ; Wei CAO ; Haochi LI ; Qizhou BAI ; Xinchun DONG ; Yunjiu GOU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(10):1496-1504
Objective To systematically evaluate the short-term efficacy and safety of lung subsegmentectomy and segmentectomy in the treatment of small pulmonary nodules. Methods Computer searches were conducted on PubMed, The Cochrane Library, EMbase, Scopus, Web of Science, SinoMed, Wanfang Data, VIP, and CNKI databases to collect relevant literature on the short-term efficacy and safety of lung subsegmentectomy and segmentectomy for small pulmonary nodules from the inception to April 2024. Two researchers independently screened the literature and extracted data according to inclusion and exclusion criteria. Meta-analysis was performed using RevMan 5.4 software, and the Newcastle-Ottawa Scale (NOS) was used to assess the quality of the selected literature. Results A total of 15 retrospective cohort studies with 2417 patients were included, among whom 796 patients underwent lung subsegmentectomy and 1621patients underwent segmentectomy. The NOS scores of the included literature were all≥6 points. Meta-analysis results showed that compared with segmentectomy, lung subsegmentectomy had a lower overall postoperative complication rate [OR=0.54, 95%CI (0.39, 0.75), P<0.01] and fewer lymph nodes dissected [MD=−0.43, 95%CI (−0.81, −0.06), P=0.02]. There was no statistical difference between the two surgical methods in terms of operation time [MD=5.11, 95%CI (−4.02, 14.23), P=0.27], intraoperative blood loss [MD=−14.62, 95%CI (−29.58, 0.34), P=0.06], postoperative hospital stay [MD=−0.24, 95%CI (−0.49, 0.01), P=0.06], postoperative drainage time [MD=−0.14, 95%CI (−0.46, 0.18), P=0.40], intraoperative margin width [MD=0.10, 95%CI (−0.16, 0.35), P=0.46], or recurrence rate [OR=1.57, 95%CI (0.53, 4.61), P=0.42]. Subgroup analysis results showed that when using uniportal video-assisted thoracoscopy for surgery, compared with segmentectomy, lung subsegmentectomy had less intraoperative blood loss [MD=−15.57, 95%CI (−28.84, −2.30), P=0.02], shorter postoperative hospital stay [MD=−0.49, 95%CI (−0.63, −0.35), P<0.01], shorter postoperative drainage time [MD=−0.19, 95%CI (−0.35, −0.03), P=0.02], and lower overall complication rate [OR=0.55, 95%CI (0.31, 0.98), P=0.04]. Conclusion Lung subsegmentectomy can achieve similar efficacy as segmentectomy and has a lower overall postoperative complication rate. In terms of safety, lung subsegmentectomy can achieve a margin range close to that of segmentectomy. When performing uniportal thoracoscopic surgery, lung subsegmentectomy has advantages over segmentectomy in terms of intraoperative blood loss, postoperative hospital stay, and drainage time.
9.GPR40 novel agonist SZZ15-11 regulates glucolipid metabolic disorders in spontaneous type 2 diabetic KKAy mice
Lei LEI ; Jia-yu ZHAI ; Tian ZHOU ; Quan LIU ; Shuai-nan LIU ; Cai-na LI ; Hui CAO ; Cun-yu FENG ; Min WU ; Lei-lei CHEN ; Li-ran LEI ; Xuan PAN ; Zhan-zhu LIU ; Yi HUAN ; Zhu-fang SHEN
Acta Pharmaceutica Sinica 2024;59(10):2782-2790
G protein-coupled receptor (GPR) 40, as one of GPRs family, plays a potential role in regulating glucose and lipid metabolism. To study the effect of GPR40 novel agonist SZZ15-11 on hyperglycemia and hyperlipidemia and its potential mechanism, spontaneous type 2 diabetic KKAy mice, human hepatocellular carcinoma HepG2 cells and murine mature adipocyte 3T3-L1 cells were used. KKAy mice were divided into four groups, vehicle group, TAK group, SZZ (50 mg·kg-1) group and SZZ (100 mg·kg-1) group, with oral gavage of 0.5% sodium carboxymethylcellulose (CMC), 50 mg·kg-1 TAK875, 50 and 100 mg·kg-1 SZZ15-11 respectively for 45 days. Fasting blood glucose, blood triglyceride (TG) and total cholesterol (TC), non-fasting blood glucose were tested. Oral glucose tolerance test and insulin tolerance test were executed. Blood insulin and glucagon were measured
10.Research on Diagnosis Model of Endometrial Lesions by Hysteroscopy Based on Deep Learning Algorithm Combined with Grad-CAM
Mingliang CAO ; Mi YIN ; Qingbin WANG ; Hanfeng ZHU ; Xing LI ; Jun ZHANG ; Lin MAO ; Xuefeng MU ; Min CAO ; Yutao MA ; Jian WANG ; Yan ZHANG
Journal of Practical Obstetrics and Gynecology 2024;40(5):409-413
Objective:To explore the effectiveness of a hysteroscopic endometrial lesion diagnosis model de-veloped based on deep learning(DL)algorithm combined with gradient-weighted class activation mapping(Grad-CAM)visualization technology.Methods:303 hysteroscopy videos(4781 images)of 291 patients who un-derwent hysteroscopy examination in the Department of Gynecology,Renmin Hospital of Wuhan University from June 1,2021 to December 31,2022 were selected.The dataset was divided into a training set(3703 images)and a test set(1078 images)by weight sampling method.After the training set was used for model learning and train-ing,two model architectures,residual neural network(ResNet18)and efficient neural network(EfficientNet-B0),were selected to verify the model in the test set by five-class and two-class classification tasks,respectively.Tak-ing histopathology as the gold standard,the diagnostic efficacy was evaluated to select the optimal model,and the Grad-CAM layer was embedded in the optimal model to output hysteroscopy images of Grad-CAM.Results:①In the five-class classification tasks,the accuracy of EfficientNet-B0 model(93.23%)was higher than that of Res-Net18 model(84.23%);the area under the curve(AUC)of EfficientNet-B0 model in the diagnosis of five disea-ses,including atypical endometrial hyperplasia,endometrial polyps,endometrial cancer,endometrial atypical hy-perplasia,and submucous myoma,was slightly higher than that of ResNet18 model,and the AUC of both models was almost above 0.980.②In the binary classification task of accuracy and the evaluation of specificity,the two models were similar,both above 93.00%,and the sensitivity of EfficientNet-B0 model(91.14%)was significantly better than that of ResNet18 model(77.22%).③EfficientNet-B0 model combined with Grad-CAM algorithm could identify the abnormal areas in the image.After biopsy and pathological examination,it was confirmed that about 95%of the marked areas in the model's output heatmap were lesion areas.Conclusions:The hysteroscopy di-agnostic model developed by EfficientNet-B0 model combined with Grad-CAM has high diagnostic accuracy,sen-sitivity,and specificity,and has application value in the diagnosis of endometrial lesions.

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