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.Study on the prediction for the risk of myocardial infarction by machine learning based on clinical indicator,CAC CT score and epicardial adipose tissue
Wenwen YUAN ; Xudong GAO ; Jing ZHAO ; Xiaohan LI ; Jia LIU ; Yuejuan GAO ; Junli PANG ; Lili ZHAO ; Boan LI
China Medical Equipment 2024;21(6):56-61
Objective:To assess the performance of machine learning(ML),and integrate the clinical parameters with coronary artery calcium(CAC)score of computed tomography(CT)and quantification of automated epicardial adipose tissue(EAT),so as to predict the long-term risk of myocardial infarction(MI)and cardiogenic death in asymptomatic patients.Methods:A total of 1 058 subjects with cardiovascular risk factors and without symptoms of coronary heart disease who underwent physical examination at the Fifth Medical Center of Chinese PLA General Hospital from January 2013 to October 2015 were selected as this study subjects.A long-term follow-up was conducted on them after CAC score.EAT volume and density were quantified using a fully automated deep learning method.ML extreme gradient boosting was trained by using clinical data,risk score of atherosclerotic cardiovascular disease,CAC score and automated EAT measure,and the repeated 10-fold cross validation was used to verify the model.Results:During the 8-year follow-up period,61 cases of 1 058 subjects occurred events of MI and(or)cardiac death.The area under curve(AUC)value of ML was significantly higher than that of the atherosclerotic cardiovascular disease(ASCVD)risk and the predicting events of CAC score(ML:0.82,ASCVD:0.77,CAC:0.77).Compared with ML with only clinical variable,machine learning based on ASCVD,CAC and EAT had more predictive ability for MI and cardiac death[AUC 0.82(95%CI:77-87)vs.0.78(95%CI:0.72-0.84),P=0.02].The survival rate of subjects with high ML scores had a greater decline degree with the increasing of time,therefore,the subjects with higher ML scores were more likely to experience events.Conclusion:ML,which integrated clinical and quantitative imaging variables,can provide long-term risk prediction for patients with cardiovascular risk factors.
3.Renal eosinophilic vacuolated tumor: a clinicopathological analysis of seven cases
Yan WANG ; Jie ZHUANG ; Yujun LI ; Xiaobin JI ; Yunxia LI ; Yuejuan ZHANG ; Wenjuan YU ; Daochen ZHONG ; Wei ZHANG ; Yanxia JIANG
Chinese Journal of Pathology 2024;53(9):910-915
Objective:To investigate the clinicopathological features and differential diagnosis of eosinophilic vacuolated tumor (EVT).Methods:Seven cases of EVT with characteristic morphology and unequivocal diagnosis from the Affiliated Hospital of Qingdao University (6 cases), Qingdao, China and the 971 Hospital of PLA Navy (1 case), Qingdao, China between January 2010 and December 2021 were subject to morphological and immunohistochemical analyses. Additionally, whole exome sequencing (WES) was performed in two cases. Twenty-two cases of renal oncocytoma (RO) and 17 cases of eosinophilic chromophobe renal cell carcinoma (eChRCC) diagnosed at the same time were used as controls.Results:Four males and three females with a mean age of 42 years (range: 29-61 years) were included in the study. The tumors were nodular and well-circumscribed, with sizes ranging from 1.5 to 4.5 cm. On cross-section, they appeared gray-red or gray-white, solid, and soft. Tumor cells were arranged in nests, solid sheets, and acinar or small vesicular structures. These cells exhibited eosinophilic cytoplasm with large, prominent clear vacuoles and round nuclei with prominent nucleoli. Perinuclear halos were focally present in four cases, while small tumor cells with sparse cytoplasm and hyperchromatic nuclei were seen in one case. No necrosis or mitosis was noted. Edematous stroma was detected in three cases. All tumors were positive for CD117 and Cathepsin K, but negative for vimentin and CK7. CK20 was positive in scattered individual cells, and Ki-67 positivity ranged from 1% to 4%. Point mutations in MTOR were identified in both patients who were subject to the molecular analysis. Statistical differences in the expression of Cathepsin K, CD10, S-100A1, and Cyclin D1 between EVT and RO ( P<0.05) were significant, so were the differences in the expression of Cathepsin K, CD10, CK7 and claudin 7 between EVT and eChRCC ( P<0.001). Seven patients were followed up for 4 to 96 months (mean, 50 months), with no recurrences or metastases. Conclusions:EVT is a rare renal tumor that shares morphological and immunophenotypic features with RO and eChRCC, and it is closely linked to the TSC/MTOR pathway. The presence of large prominent transparent vacuoles in eosinophilic cytoplasm along with conspicuous nucleoli is its key morphological characteristics. The use of combined immunohistochemical stains greatly aids in its diagnosis. Typically, the tumor exhibits indolent biological behaviors with a favorable prognosis.
4.Chinese Medical Association consensus for standardized diagnosis and treatment of pancreatic neuroendocrine neoplasms.
Feng JIAO ; Jiujie CUI ; Deliang FU ; Qi LI ; Zheng WU ; Zan TENG ; Hongmei ZHANG ; Jun ZHOU ; Zhihong ZHANG ; Xiaobing CHEN ; Yuhong ZHOU ; Yixiong LI ; Yiping MOU ; Renyi QIN ; Yongwei SUN ; Gang JIN ; Yuejuan CHENG ; Jian WANG ; Gang REN ; Jiang YUE ; Guangxin JIN ; Xiuying XIAO ; Liwei WANG
Chinese Medical Journal 2023;136(20):2397-2411
5. Mechanism of transcription factor SP1 affecting drug resistance of small cell lung cancer H446/DDP cells by regulating ABCC1
GAO Yuejuan ; LI Zhiping ; HE Feifei ; WANG Jialiang
Chinese Journal of Cancer Biotherapy 2022;29(11):1025-1031
[摘 要] 目的:探讨敲减转录因子特异蛋白1(SP1)对小细胞肺癌(SCLC)H466/DDP细胞顺铂(DDP)耐药的影响及其分子机制。方法:构建敲减SP1同时过表达ATP结合盒亚家族C成员1(ABCC1)的SCLC H466/DDP细胞,采用IHC法检测SP1、ABCC1在非耐药和耐药SCLC组织中的表达,用Spearman r法分析SP1与ABCC1在SCLC组织中表达的相关性;WB法检测SP1、ABCC1、CD44在转染后H446/DDP细胞中的表达;CCK-8法、FCM术、微球实验检测转染后H446/DDP细胞的增殖、凋亡及自我复制能力的变化;染色质免疫共沉淀(CHIP)实验检测SP1是否是ABCC1的转录因子。结果:耐药细胞H446/DDP和耐药SCLC组织中的SP1、ABCC1蛋白水平均高于H446细胞和非耐药SCLC组织(均P<0.05),SCLC组织中的SP1、ABCC1蛋白表达呈正相关;敲减SP1抑制H446/DDP细胞的增殖活力,降低CD44、ABCC1蛋白表达水平、减少细胞微球形成数(均P<0.05),促进细胞凋亡(P<0.05);SP1是ABCC1的转录因子。结论:转录因子SP1通过调控ABBC1的表达影响SCLC H446/DDP细胞的耐药,SP1是SCLC对DDP耐药的潜在治疗靶点。
6.Endoscopic mucosal resection for gastrointestinal neuroendocrine tumors with diameter≤10mm: a retrospective analysis of 40 cases
Lei XIN ; Li WANG ; Hao WANG ; Yuejuan ZHANG
Chinese Journal of Endocrine Surgery 2021;15(1):94-97
Objective:To investigate the safety and reliability of endoscopic mucosal resection (EMR) in the treatment of gastrointestinal neuroendocrine tumors (GI-NETs) with a diameter of ≤10mm.Methods:From February 2015 to June 2019, 40 cases of gastrointestinal neuroendocrine tumors with a diameter of ≤10mm underwent EMR in Yantaishan Hospital of Yantai City were retrospectively analyzed to evaluate the safety and reliability of EMR surgery.Results:All 40 cases were performed endoscopically by EMR. The en bloc resection rate and RO resection rate reached 100%. The lesions were all confined to the submucosa and did not infiltrate the muscularis propria. Postoperative pathological classification: NET G1: 35 cases, NET G2 grade: 5 cases, no NET G3 grade cases. There were no complications such as bleeding and perforation during and after the operation. Follow-up: 1 case was lost to follow-up, 1 patient died of other diseases, and the remaining 38 cases were followed up for an average of 27.8 months (5-46 months) without local recurrence or distant metastasis.Conclusion:For well-differentiated G1 and G2 gastrointestinal neuroendocrine tumors with a diameter ≤10mm, EMR is a safe and reliable treatment.
7.Comparative study on metastatic lymph node radio and pathological lymph node stage in prognosis evaluation of patients with gastric cancer after radical resection
Lei XIN ; Bo SONG ; Li WANG ; Qiangzong YU ; Hongyan GONG ; Yuejuan ZHANG
Chinese Journal of Endocrine Surgery 2021;15(3):293-298
Objective:To study the value of metastatic lymph node radio (rN) and pathological lymph node stage (pN) in evaluating the prognosis of patients after radical gastric cancer.Methods:The clinicopathological data of 491 patients who underwent radical gastrectomy in Tantai Yantaishan Hospital from Jan. 2013 to Dec. 2017 were retrospectively analyzed. X-tile software was used to group the metastatic lymph node radio by rN. According to the number of lymph node metastasis, pN stage was performed. The correlation between metastatic lymph node radio and other clinicopathological factors was assessed. The metastatic lymph node radio and the pathological lymph node stage in evaluating the prognosis of patients after radical gastric cancer were compared.Results:(1) X-tile analysis showed that the best cut-off values for the metastatic lymph node radio in this study were 0.14 (14%) and 0.63 (63%) . (2) According to the cut-off value, the 491 patients included in the study were divided into rN1 (256 cases) , rN2 (160 cases) , and rN3 (75 cases) three subgroups. The results of the analysis of differences showed that there were significant differencesbetween the groups in terms of tumor diameter, tumor location, surgical resection range, stage, lauren classification, degree of differentiation, pT, pN, vascular cancer emboulus, nerve invasion, and pathological TNM staging groups. (3) Comparison of rN and pN staging in evaluation of the prognosis of patients after radical gastric cancer: ①Kaplan-Meier survival analysis results showed that rN was better than pN. ② Both single factor and multivariate cox analysis showed that rN was an independent risk factor for the prognosis of gastric cancer. In univariate analysis, rN group HR=3.18 (95% CI 2.63-3.84, P<0.001) , pN stage HR=1.88 (95% CI 1.66-2.15, P<0.001) ; rN group HR=2.21 in multivariate analysis (95% CI 1.73-2.82, P<0.001) , pN staging HR=1.31 (95% CI 0.95-1.79, P=0.095) . ③The time-dependent ROC analysis showed that the prognostic ability of rN was better than pN staging before 52 months of postoperative follow-up, and pN staging was more advantageous after 52 months. ④The Lauren classification was used as a stratification factor for stratified analysis. The Kaplan-Meier survival curve indicated that rN was better than pN staging in intestinal, mixed and diffuse gastric cancer, and the AUC curve showed the prediction of rN in patients with mixed and diffuse gastric cancer was better than pN staging, while pN staging performance was slightly better in patients with intestinal gastric cancer. Conclusions:rN is an independent factor affecting the prognosis of patients after radical gastric cancer surgery. When judging the prognosis of patients within 52 months after radical gastric cancer, rN has a better prognostic value than pN. In patients with mixed and diffuse gastric cancer in the Lauren classification, rN shows better prognostic value.
8.Effects of Danhong injection combined with intravenous thrombolysis on cardiac function, myocardial zymogram and lipoprotein-associated phospholipase A2 level in older adult patients with acute myocardial infarction
Lingfang CHEN ; Yuejuan LI ; Liqin ZHANG
Chinese Journal of Primary Medicine and Pharmacy 2021;28(9):1323-1327
Objective:To investigate the effects of Danhong injection combined with intravenous recombinant tissue plasminogen activator (rt-PA) on cardiac function, myocardial zymogram and lipoprotein associated phospholipase A2 (Lp-PLA2) level in older adult patients with acute myocardial infarction (AMI). Methods:Eighty older adult patients with acute myocardial infarction who received treatment in Community-based General Hospital of Shaoxing Central Hospital, China between January 2017 and December 2019 were included in this study. They were randomly assigned to receive either intravenous thrombolysis with rt-PA (control group, n = 40) or Danhong injection combined with intravenous thrombolysis with rt-PA (observation group, n = 40). The changes in traditional Chinese medicine syndrome score, left ventricular ejection fraction, left ventricular end diastolic diameter, creatine kinase, creatine kinase-MB and lipoprotein associated phospholipase A2 level as well as adverse cardiovascular events were compared between the control and observation groups. Results:After treatment, the score of chest tightness, dark purple tongue, palpitation and shortness of breath in the two groups were decreased. After treatment, the score of chest tightness, dark purple tongue, palpitation and shortness of breath in the observation group was (2.13 ± 0.31) points, (1.98 ± 0.41) points, (1.77 ± 0.29) points, respectively, which was significantly lower than that in the control group [(2.98 ± 0.37) points, (2.52 ± 0.56) points, (2.13 ± 0.32) points, t = 11.137, 4.920, 5.272, all P < 0.001]. After treatment, left ventricular end diastolic diameter in each group was decreased compared with before treatment. After treatment, left ventricular end diastolic diameter in the observation group was significantly lower than that in the control group [(46.12 ± 4.11) mm vs. (49.74 ± 4.32) mm], and left ventricular ejection fraction in the observation group was significantly higher than that in the control group [(47.02 ± 3.55) % vs. (43.25 ± 4.10) %, t = 3.839, 4.396, both P < 0.001). After treatment, Lp-PLA2, creatine kinase, creatine kinase-MB levels in each group were decreased compared with before treatment. After treatment, Lp-PLA2, creatine kinase, creatine kinase-MB levels in the observation group were (171.02 ± 12.52) μg /L, (10.52 ± 2.11) U/L, (24.12 ± 3.52) U/L), respectively, which were significantly lower than those in the control group [(189.63 ± 11.98) μg/L, (14.71 ± 2.62) U/L, (32.79 ± 4.79) U/L), t = 6.792, 7.877, 9.224, all P < 0.001]. The incidence of adverse cardiovascular events in the observation group was significantly lower than that in the control group (5.00% vs. 22.50%, χ2 = 5.165, P < 0.05). Conclusion:Danhong injection combined with intravenous rt-PA for the treatment of acute myocardial infarction in older adult patients can greatly decrease traditional Chinese medicine syndrome score, improve cardiac function, regulate myocardial zymogram and Lp-PLA2 levels, and decrease the incidence of adverse cardiovascular events.
9.Investigation on the status of traditional Chinese medicine nursing knowledge-attitude-practice of newly recruited nurses in traditional Chinese medicine hospital
Qiaoling LI ; Lianyi HE ; Li LIU ; Ruoyi LIAO ; Xin MENG ; Yuejuan ZHANG
Chinese Journal of Modern Nursing 2021;27(17):2274-2279
Objective:To investigate the current status of the traditional Chinese medicine (TCM) nursing knowledge-attitude-practice of newly recruited nurses in TCM hospitals, so as to provide evidence for improving the standardized training of TCM nursing among newly-recruited nurses.Methods:From March to April in 2020, a total of 800 newly-recruited nurses from 6 TCM hospitals above the municipal level in Hunan Province were selected as research objects by convenient sampling method. The investigation was conducted by TCM Nursing Knowledge-Attitude-Practice Questionnaire. A total of 800 questionnaires were distributed and 768 valid questionnaires were collected, with an effective recovery rate of 96%.Results:The total score of the Knowledge-Attitude-Practice Questionnaire of the newly recruited nurses of the TCM hospital was (191.61±41.80) ; the scores of knowledge and attitude dimension were (73.93±17.21) and (78.17±15.81) , at a middle level; the score of practice dimension was (39.51±8.78) , at a low level. There were significant differences in the total score of the questionnaire among the new nurses with different hospital levels, working years, whether they graduated from a college of TCM and whether they had received the training of TCM nursing knowledge-attitude-practice ( P<0.01) . Conclusions:The newly recruited nurses in TCM hospitals have a high level of TCM nursing knowledge and a positive attitude towards TCM nursing. However, in clinical work, TCM nursing has poor application ability and insufficient use of clinical skills. In-depth study of TCM nursing knowledge should be strengthened, focusing on the cultivation of TCM nursing thinking. It is also important to improve laws, regulations and related rules, and to conduct training according to the different characteristics of new nurses.
10.Association between MeCP2 and proliferative vitreoretinopathy under the regulation of tumor necrosis factor
Chinese Journal of Experimental Ophthalmology 2020;38(6):548-552
Proliferative vitreoretinopathy (PVR) is an ocular fundus disease involving multiple cytokines.Its important pathological process is epithelial-mesenchymal transition (EMT) of retinal pigment epithelium (RPE) cells.Tumor necrosis factor (TNF) is an important inflammatory response inducing factor, which can be produced by activated RPE cells, microglia, monocytes and macrophages, and then participate in the occurrence and development of PVR.In addition to cytokines, epigenetic factors such as DNA methylation also play an important role in the development of PVR, in which methyl-CpG binding protein 2(MeCP2) is involved in EMT and fibrosis, and is highly expressed in PVR membrane.The positive expression of MeCP2 is also found in transformed RPE cells and microglia.It is speculated that MeCP2 plays an important role in the occurrence and development of PVR.TNF can also stimulate the expression of MeCP2.This article reviews the role of MeCP2 and the interaction between TNF and MeCP2 in the formation of PVR.

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