1.Predictive modeling of efficacy of neoadjuvant chemotherapy for breast cancer using ultrasound and immunohistochemistry
Zhaoyun LI ; Yue PANG ; Cuijing CHEN ; Jingning MAO ; Rui DU ; Wanqing HAN ; Hongli TIAN ; Yuejuan GAO ; Ling BAI
Military Medical Sciences 2025;49(9):687-693
Objective To establish a model that integrates ultrasound features and immunological characteristics for predicting the efficacy of neoadjuvant chemotherapy(NAC)in breast cancer patients.Methods A total of 203 breast cancer patients undergoing preoperative NAC at the Fifth Medical Center of the PLA General Hospital between July 2021 and July 2024 were screened.In line with the inclusion/exclusion criteria,177 patients were included.Data on ultrasound and immunohistochemistry was collected.These patients were divided into pathological complete response(pCR)and non-pathological complete response(non-pCR)groups based on postoperative pathology.Factors with P<0.0 1 in univariate analysis were evaluated using multivariate Logistic regression.Independent predictive factors were used to construct and validate the ultrasound-immunohistochemical model via Bootstrap.Results The reduction rateof the maximum diameter of lesions,posterior echo attenuation,PR status and HER-2 status were identified as independent predictors of pCR(all P<0.05).The model proved to be highly accurate and stable.Conclusion The model that combines ultrasound and immunohistochemical features can effectively evaluatep CR after NAC in breast cancer patients.
2.Transcutaneous auricular vagus nerve stimulation regulates functional connectivity of thalamic subregions in patients with premenstrual syndrome
Ruijing SUN ; Yinqi LAI ; Ya CHEN ; Yuejuan WU ; Zhen LIU ; Qingping ZHANG ; Ziyan LAI ; Gaoxiong DUAN ; Yan ZHANG ; Shanshan LI ; Yuanyuan OU ; Sijing TUO ; Hui ZHOU ; Rongcai WU ; Zhizhong CHEN ; Demao DENG
Chinese Journal of Radiology 2025;59(12):1384-1392
Objective:To investigate the regulatory effects of transcutaneous auricular vagus nerve stimulation (taVNS) on functional connectivity (FC) of thalamic subregions in patients with premenstrual syndrome (PMS).Methods:This study was a cross-sectional investigation. Clinical, laboratory, and imaging data were retrospectively collected from 56 PMS patients (PMS group) and 66 healthy controls (control group) recruited from various universities and hospitals in Nanning between November 2021 and June 2024. Resting-state functional MRI (fMRI) data and fMRI data during taVNS immediate stimulation (2 Hz, 25 Hz) were acquired from subjects during their late luteal phase. Using thalamic subregions (anterior thalamic nucleus, lateral nucleus, ventral nucleus, medial nucleus, central nucleus, posterior nucleus) as seeds, two-sample t-tests or paired t-tests were employed to analyze alterations in thalamic subregion FC in PMS patients and the regulatory effects of taVNS on these changes. Independent samples t-test were used to compare the differences in clinical and laboratory indicators between the PMS group and the control group. The relationship between taVNS regulation of thalamic subregion FC in PMS patients and thalamic internal functional connectivity were analyzed using mediation effect analysis. Results:Compared to the control group, patients in the PMS group showed increased scores on the Daily Record of Severity of Problems, Pittsburgh Sleep Quality Index, Self-Rating Anxiety Scale, Self-Rating Depression Scale, Hamilton Anxiety Rating Scale 17, and Hamilton Depression Rating Scale 14 during the late luteal phase ( P<0.05). At baseline, PMS patients exhibited higher FC between the left thalamic lateral nucleus and the left insula, and lower FC between the left medial nucleus, posterior nucleus, and ventral nucleus of the thalamus and the right middle frontal gyrus (MFG) compared to the control group (GRF corrected, voxel-level P<0.001, cluster-level P<0.05). During 2 Hz taVNS immediate stimulation in PMS group, FC between the left thalamic medial nucleus, posterior nucleus, ventral nucleus and the right MFG, as well as the FC between the left thalamic ventral nucleu and the left MFG increased compared to baseline levels; meanwhile, FC between the left thalamic posterior nucleus, ventral nucleus and the left insula decreased compared to baseline levels (GRF corrected, voxel-level P<0.001, cluster-level P<0.05). During 25 Hz taVNS immediate stimulation, the FC between the left thalamic ventral nucleus and the right MFG decreased compared to the baseline level (GRF corrected, voxel-level P<0.001, cluster-level P<0.05). Mediation effect analysis showed that the FC between the left thalamic posterior nucleus and the left lateral nucleus mediated part of the association between the FC of the left lateral thalamic nucleus-left insula and the FC of the left ventral thalamic nucleus-left putamen/insula; there were significant direct effects between the FC of the left lateral thalamic nucleus-the left posterior nucleus and FC of the left lateral thalamic nucleus-the left insula, as well as between the FC of the left ventral thalamic nucleus-the left MFG and FC of the left ventral thalamic nucleus-the right MFG. Conclusions:taVNS can modulate abnormal FC of the left thalamic subregions in PMS patients, restoring it toward normalization. The regulatory effects of 2 Hz stimulation are more pronounced than those of 25 Hz stimulation. This modulation primarily operates through two pathways: the left thalamic lateral nucleus-left insula-left thalamic ventral nucleus pathway and the left MFG-left thalamic ventral nucleus-right MFG.
3.Transcutaneous auricular vagus nerve stimulation regulates functional connectivity of thalamic subregions in patients with premenstrual syndrome
Ruijing SUN ; Yinqi LAI ; Ya CHEN ; Yuejuan WU ; Zhen LIU ; Qingping ZHANG ; Ziyan LAI ; Gaoxiong DUAN ; Yan ZHANG ; Shanshan LI ; Yuanyuan OU ; Sijing TUO ; Hui ZHOU ; Rongcai WU ; Zhizhong CHEN ; Demao DENG
Chinese Journal of Radiology 2025;59(12):1384-1392
Objective:To investigate the regulatory effects of transcutaneous auricular vagus nerve stimulation (taVNS) on functional connectivity (FC) of thalamic subregions in patients with premenstrual syndrome (PMS).Methods:This study was a cross-sectional investigation. Clinical, laboratory, and imaging data were retrospectively collected from 56 PMS patients (PMS group) and 66 healthy controls (control group) recruited from various universities and hospitals in Nanning between November 2021 and June 2024. Resting-state functional MRI (fMRI) data and fMRI data during taVNS immediate stimulation (2 Hz, 25 Hz) were acquired from subjects during their late luteal phase. Using thalamic subregions (anterior thalamic nucleus, lateral nucleus, ventral nucleus, medial nucleus, central nucleus, posterior nucleus) as seeds, two-sample t-tests or paired t-tests were employed to analyze alterations in thalamic subregion FC in PMS patients and the regulatory effects of taVNS on these changes. Independent samples t-test were used to compare the differences in clinical and laboratory indicators between the PMS group and the control group. The relationship between taVNS regulation of thalamic subregion FC in PMS patients and thalamic internal functional connectivity were analyzed using mediation effect analysis. Results:Compared to the control group, patients in the PMS group showed increased scores on the Daily Record of Severity of Problems, Pittsburgh Sleep Quality Index, Self-Rating Anxiety Scale, Self-Rating Depression Scale, Hamilton Anxiety Rating Scale 17, and Hamilton Depression Rating Scale 14 during the late luteal phase ( P<0.05). At baseline, PMS patients exhibited higher FC between the left thalamic lateral nucleus and the left insula, and lower FC between the left medial nucleus, posterior nucleus, and ventral nucleus of the thalamus and the right middle frontal gyrus (MFG) compared to the control group (GRF corrected, voxel-level P<0.001, cluster-level P<0.05). During 2 Hz taVNS immediate stimulation in PMS group, FC between the left thalamic medial nucleus, posterior nucleus, ventral nucleus and the right MFG, as well as the FC between the left thalamic ventral nucleu and the left MFG increased compared to baseline levels; meanwhile, FC between the left thalamic posterior nucleus, ventral nucleus and the left insula decreased compared to baseline levels (GRF corrected, voxel-level P<0.001, cluster-level P<0.05). During 25 Hz taVNS immediate stimulation, the FC between the left thalamic ventral nucleus and the right MFG decreased compared to the baseline level (GRF corrected, voxel-level P<0.001, cluster-level P<0.05). Mediation effect analysis showed that the FC between the left thalamic posterior nucleus and the left lateral nucleus mediated part of the association between the FC of the left lateral thalamic nucleus-left insula and the FC of the left ventral thalamic nucleus-left putamen/insula; there were significant direct effects between the FC of the left lateral thalamic nucleus-the left posterior nucleus and FC of the left lateral thalamic nucleus-the left insula, as well as between the FC of the left ventral thalamic nucleus-the left MFG and FC of the left ventral thalamic nucleus-the right MFG. Conclusions:taVNS can modulate abnormal FC of the left thalamic subregions in PMS patients, restoring it toward normalization. The regulatory effects of 2 Hz stimulation are more pronounced than those of 25 Hz stimulation. This modulation primarily operates through two pathways: the left thalamic lateral nucleus-left insula-left thalamic ventral nucleus pathway and the left MFG-left thalamic ventral nucleus-right MFG.
4.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
[Objective]To 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.[Methods]From 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.[Results]A 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.[Conclusions]PMono,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.
5.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.
6.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.
7.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
8. 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。
9.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.
10.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.

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