1.Ultrasound convolutional neural network model for assisting distinguishment of cervical lymph node lymphoma and atypical reactive hyperplasia
Haitao HU ; Fang JIA ; Xiaorong WANG
Chinese Journal of Medical Imaging Technology 2025;41(6):903-907
Objective To observe the value of ultrasound convolutional neural network(CNN)model for assisting distinguishment of cervical lymph node lymphoma and atypical reactive hyperplasia.Methods Totally 335 cases of cervical lymph node lymphoma and 335 cases of atypical reactive hyperplasia were retrospectively enrolled,including 520 cases in development group(260 cases of lymphoma and 260 cases of atypical reactive hyperplasia)and 150 cases in validation group(75 cases of lymphoma and 75 cases of atypical reactive hyperplasia).Patients in development group were divided into training set(182 cases of lymphoma and 182 cases of atypical reactive hyperplasia)and test set(78 cases of lymphoma and 78 cases of atypical reactive hyperplasia)at the ratio of 7∶3.One target lymph node was selected for each case,and one gray-scale ultrasound image and one CDFI were included for training,testing CNN models and verifying the auxiliary efficacy of the models.Based on ultrasound images in training set,5 CNN models,including AlexNet,VGG16,ResNet18,DenseNet161 and EfficientNet-B0,were constructed and trained for distinguishing cervical lymph node lymphoma and atypical reactive hyperplasia,and the models were tested in test set to screen out the best one with the highest classification accuracy.The efficacy of the best CNN model for assisting distinguishment of cervical lymph node lymphoma and atypical reactive hyperplasia was observed.Results Among 5 CNN models,the accuracy of ResNet18 model in test set was the highest(78.21%),and ResNet18 model was regarded as the best CNN model,its sensitivity,specificity and accuracy for assisting distinguishment of cervical lymph node lymphoma and atypical reactive hyperplasia were all higher than those of independent diagnosis made by ultrasound physicians(all P<0.01).Conclusion The constructed ResNet18 model could be used to effectively assist differentiating cervical lymph node lymphoma and atypical reactive hyperplasia.
2.Ginsenoside Re Inhibition via RhoA/MAPK on Angiotensin Ⅱ-Induced Proliferation,Migration,and Phenotypic Transformation of Vascular Smooth Muscle Cells
Weiwei HU ; Xiaoling WANG ; Xiaorong LI ; Chunhui TIAN ; Zhifen LIU
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(5):1417-1425
Objective To investigate the effect of ginsenoside Re on angiotensin Ⅱ(Ang Ⅱ)-induced proliferation,migration,and phenotype transformation of vascular smooth muscle cells(VSMCs)by regulating the Ras homologous gene family member A(RhoA)/mitogen activated protein kinase(MAPK)pathway.Methods MOVAS cells were divided into control group,Ang Ⅱ group,ginsenoside Re low dose group,ginsenoside Re medium dose group,ginsenoside Re high dose group,andginsenoside Re high dose+RhoA activator(U46619)group.MOVAS cell proliferation was detected by CCK-8.MOVAS cell migration was detected by scratch assay.Immunocytochemistry was used to detect the positive expression of α-smooth muscle actin(α-SMA)and osteopontin(OPN)proteins in MOVAS cells.qRT-PCR was used to detect the mRNA expression of PCNA,MMP-9,and MMP-2 in MOVAS cells.Western blot was used to detect RhoA,phosphorylated extracellular signal regulated kinase 1/2(p-ERK1/2),phosphorylated stress activated protein kinase 1(p-JNK1),and p-P38 protein in MOVAS cells.Results Compared with the control group,the OD450 value,scratch healing rate,OPN protein positive expression,PCNA,MMP-9,MMP-2 mRNA expression,RhoA,p-ERK1/2,p-JNK1,p-P38 protein expression of MOVAS cells in the Ang II group increased,while the positive expression of α-SMA protein decreased significantly(P<0.05).Compared with the Ang Ⅱ group,the OD450 value,scratch healing rate,OPN protein positive expression,PCNA,MMP-9,MMP-2 mRNA expression,and RhoA,p-ERK1/2,p-JNK1,and p-P38 proteins of MOVAS cells in the low,medium,and high dose groups of ginsenoside Re decreased,while the positive expression of α-SMA protein increased.The trend was most significant in the high dose group of ginsenoside Re(P<0.05).Compared with ginsenoside Re high-dose group,OD450 value,scratch healing rate,OPN protein positive expression,PCNA,MMP-9,MMP-2 mRNA expression and RhoA,p-ERK1/2,p-JNK1,p-P38 protein in ginsenoside Re high-dose+U46619 group increased,the positive expression of α-SMA protein decreased significantly(P<0.05).Conclusion Ginsenoside Re may inhibit the proliferation,migration,and phenotype transformation of Ang Ⅱ in MOVAS cells by suppressing the RhoA/MAPK pathway.
3.Impact of lymphovascular space invasion on prognosis and adjuvant therapy in early-stage endometrial carcinoma
Zihan YAN ; Yunlong SHENG ; Xiaorong HOU ; Ke HU ; Fuquan ZHANG
Chinese Journal of Radiation Oncology 2025;34(5):502-507
Endometrial carcinoma (EC) is one of the most common gynecologic malignancies, with the majority of patients diagnosed at an early stage. Surgery is the primary treatment modality, and postoperative risk stratification plays a key role in guiding adjuvant therapy decisions. Lymphovascular space invasion (LVSI) is an important pathological feature that affects the prognosis of patients and serves as one of the key factors in risk stratification. This review summarizes the prognostic significance of LVSI in patients with early-stage EC and its impact on the selection of adjuvant therapies, aiming to provide new insights for exploring precise and individualized diagnosis and treatment.
4.Ginsenoside Re Inhibition via RhoA/MAPK on Angiotensin Ⅱ-Induced Proliferation,Migration,and Phenotypic Transformation of Vascular Smooth Muscle Cells
Weiwei HU ; Xiaoling WANG ; Xiaorong LI ; Chunhui TIAN ; Zhifen LIU
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(5):1417-1425
Objective To investigate the effect of ginsenoside Re on angiotensin Ⅱ(Ang Ⅱ)-induced proliferation,migration,and phenotype transformation of vascular smooth muscle cells(VSMCs)by regulating the Ras homologous gene family member A(RhoA)/mitogen activated protein kinase(MAPK)pathway.Methods MOVAS cells were divided into control group,Ang Ⅱ group,ginsenoside Re low dose group,ginsenoside Re medium dose group,ginsenoside Re high dose group,andginsenoside Re high dose+RhoA activator(U46619)group.MOVAS cell proliferation was detected by CCK-8.MOVAS cell migration was detected by scratch assay.Immunocytochemistry was used to detect the positive expression of α-smooth muscle actin(α-SMA)and osteopontin(OPN)proteins in MOVAS cells.qRT-PCR was used to detect the mRNA expression of PCNA,MMP-9,and MMP-2 in MOVAS cells.Western blot was used to detect RhoA,phosphorylated extracellular signal regulated kinase 1/2(p-ERK1/2),phosphorylated stress activated protein kinase 1(p-JNK1),and p-P38 protein in MOVAS cells.Results Compared with the control group,the OD450 value,scratch healing rate,OPN protein positive expression,PCNA,MMP-9,MMP-2 mRNA expression,RhoA,p-ERK1/2,p-JNK1,p-P38 protein expression of MOVAS cells in the Ang II group increased,while the positive expression of α-SMA protein decreased significantly(P<0.05).Compared with the Ang Ⅱ group,the OD450 value,scratch healing rate,OPN protein positive expression,PCNA,MMP-9,MMP-2 mRNA expression,and RhoA,p-ERK1/2,p-JNK1,and p-P38 proteins of MOVAS cells in the low,medium,and high dose groups of ginsenoside Re decreased,while the positive expression of α-SMA protein increased.The trend was most significant in the high dose group of ginsenoside Re(P<0.05).Compared with ginsenoside Re high-dose group,OD450 value,scratch healing rate,OPN protein positive expression,PCNA,MMP-9,MMP-2 mRNA expression and RhoA,p-ERK1/2,p-JNK1,p-P38 protein in ginsenoside Re high-dose+U46619 group increased,the positive expression of α-SMA protein decreased significantly(P<0.05).Conclusion Ginsenoside Re may inhibit the proliferation,migration,and phenotype transformation of Ang Ⅱ in MOVAS cells by suppressing the RhoA/MAPK pathway.
5.Ultrasound convolutional neural network model for assisting distinguishment of cervical lymph node lymphoma and atypical reactive hyperplasia
Haitao HU ; Fang JIA ; Xiaorong WANG
Chinese Journal of Medical Imaging Technology 2025;41(6):903-907
Objective To observe the value of ultrasound convolutional neural network(CNN)model for assisting distinguishment of cervical lymph node lymphoma and atypical reactive hyperplasia.Methods Totally 335 cases of cervical lymph node lymphoma and 335 cases of atypical reactive hyperplasia were retrospectively enrolled,including 520 cases in development group(260 cases of lymphoma and 260 cases of atypical reactive hyperplasia)and 150 cases in validation group(75 cases of lymphoma and 75 cases of atypical reactive hyperplasia).Patients in development group were divided into training set(182 cases of lymphoma and 182 cases of atypical reactive hyperplasia)and test set(78 cases of lymphoma and 78 cases of atypical reactive hyperplasia)at the ratio of 7∶3.One target lymph node was selected for each case,and one gray-scale ultrasound image and one CDFI were included for training,testing CNN models and verifying the auxiliary efficacy of the models.Based on ultrasound images in training set,5 CNN models,including AlexNet,VGG16,ResNet18,DenseNet161 and EfficientNet-B0,were constructed and trained for distinguishing cervical lymph node lymphoma and atypical reactive hyperplasia,and the models were tested in test set to screen out the best one with the highest classification accuracy.The efficacy of the best CNN model for assisting distinguishment of cervical lymph node lymphoma and atypical reactive hyperplasia was observed.Results Among 5 CNN models,the accuracy of ResNet18 model in test set was the highest(78.21%),and ResNet18 model was regarded as the best CNN model,its sensitivity,specificity and accuracy for assisting distinguishment of cervical lymph node lymphoma and atypical reactive hyperplasia were all higher than those of independent diagnosis made by ultrasound physicians(all P<0.01).Conclusion The constructed ResNet18 model could be used to effectively assist differentiating cervical lymph node lymphoma and atypical reactive hyperplasia.
6.Impact of lymphovascular space invasion on prognosis and adjuvant therapy in early-stage endometrial carcinoma
Zihan YAN ; Yunlong SHENG ; Xiaorong HOU ; Ke HU ; Fuquan ZHANG
Chinese Journal of Radiation Oncology 2025;34(5):502-507
Endometrial carcinoma (EC) is one of the most common gynecologic malignancies, with the majority of patients diagnosed at an early stage. Surgery is the primary treatment modality, and postoperative risk stratification plays a key role in guiding adjuvant therapy decisions. Lymphovascular space invasion (LVSI) is an important pathological feature that affects the prognosis of patients and serves as one of the key factors in risk stratification. This review summarizes the prognostic significance of LVSI in patients with early-stage EC and its impact on the selection of adjuvant therapies, aiming to provide new insights for exploring precise and individualized diagnosis and treatment.
7.Effect of α-Klotho on macrophage-vascular endothelial cell crosstalk in diabetic oxidative stress environment
Qingbo LI ; Peiyu WANG ; Liying HU ; Xiaorong LI ; Yan SHAO
International Eye Science 2024;24(7):1020-1026
AIM:To investigate the effects of overexpressing α-Klotho(KL)in RAW264.7 cells stimulated by oxidative stress on the proliferation, migration, tube-formation and tight junction of human umbilical vein endothelial cells(HUVECs).METHODS:RAW264.7 cells were categorized into control, 4-hydroxynonenal(4HNE), and 4HNE+KL groups, with F4/80 expression assessed via immunofluorescence staining. Three groups of conditional media were prepared for HUVECs and culture divided into Mø-NC, Mø-4HNE, and Mø-4HNE+KL groups. Cell proliferation was evaluated using CCK8 assay, while scratch test and Transwell assays were employed to measure cell migration. Additionally, tube-formation assay was conducted to assess cell tubule formation, and Western blot assay was utilized to detect the protein expression levels of Claudin 5, Occludin and ZO 1.RESULTS:The results of immunofluorescence staining showed that the fluorescence intensity of F4/80 of RAW264.7 cells in the 4HNE group was significantly enhanced compared with the control group, while that of F4/80 in the 4HNE+KL group was significantly decreased compared with the 4HNE group(all P<0.05). The CCK8 assay results revealed a significant increase in the proliferation of HUVECs in the Mø-4HNE group compared with the Mø-NC group. Conversely, the proliferation of the Mø-4HNE+KL group exhibited a significant decrease compared with that in the Mø-4HNE group(all P<0.01). The results of scratch test and Transwell assays demonstrated a significant increase in the migration of HUVECs in the Mø-4HNE group compared with the Mø-NC group, while the migration of the Mø-4HNE+KL group exhibited a significant decrease compared with the Mø-4HNE group(all P<0.01). In the tube-formation assay, it was observed that the number of tubes formed by HUVECs in the Mø-4HNE group was significantly increased compared with the Mø-NC group, while that of tubes formed in the Mø-4HNE+KL group was significantly decreased compared with the Mø-4HNE group(all P<0.01). Additionally, the Western blot results revealed a significant decrease in the relative expression levels of Claudin 5, Occludin, and ZO 1 in the Mø-4HNE group compared with the Mø-NC group. Conversely, in the Mø-4HNE+KL group, there was a significant increase in the relative expression levels of Claudin 5, Occludin, and ZO 1 compared to the Mø-4HNE group(all P<0.01).CONCLUSIONS: KL inhibits the proliferation, migration, and tube-formation of HUVECs while enhancing the tight junction by changing the activation state of macrophages in the diabetic oxidative stress environment.
8.Multi-point acupuncture treatment to promote postoperative gastrointestinal function recovery in colorectal cancer patients:a prospective randomized controlled study
Changwei LIN ; Shunkai CHEN ; Gui HU ; Xiaorong LI ; Yihang GUO
Chinese Journal of General Surgery 2024;33(9):1507-1516
Background and aims:Promoting gastrointestinal function recovery is one of the key aspects of enhanced recovery after surgery(ERAS)for colorectal cancer(CRC).Many ancient Chinese medical texts suggest that acupuncture at four acupoints—Zusanli,Shangjuxu,Sanyinjiao,and Neiguan—helps promote gastrointestinal peristalsis.However,there is currently no systematic study on multi-point acupuncture to promote postoperative gastrointestinal function recovery in CRC patients.Therefore,this study was conducted to evaluate the clinical efficacy of multi-point acupuncture in promoting gastrointestinal function recovery in CRC patients through a prospective study to provide new options for implementing ERAS in CRC patients in clinical practice. Methods:Using a prospective,randomized,controlled design,a total of 100 eligible patients who underwent laparoscopic CRC radical surgery at the Department of Gastrointestinal Surgery,Third Xiangya Hospital of Central South University,between January 2021 and February 2022,were randomly divided into an observation group and a control group,with 50 patients in each group.Both groups underwent the same ERAS protocols and radical surgery during the perioperative period.The observation group received acupuncture treatment from the day of surgery to the third postoperative day,once per day,while the control group did not receive acupuncture.Primary outcomes included the time to bowel sound recovery,time to first flatus,and time to first defecation.Secondary outcomes included abdominal pain scores,incidence of bloating,nausea,vomiting,white blood cell count,neutrophil percentage,C-reactive protein,hemoglobin,serum albumin,blood potassium levels,postoperative hospital stay,and incidence of postoperative complications. Results:A total of 96 patients completed the study,with 48 in each group.There were no statistically significant differences in baseline characteristics such as age,gender,or surgery time between the two groups(all P>0.05).Compared with the control group,the observation group had a significantly shorter time for bowel sound recovery,first flatus,first defecation,and postoperative hospital stay(all P<0.05).Additionally,the observation group showed reduced abdominal pain scores on postoperative day(POD)2 and 3,a lower incidence of bloating on POD 1 and 2,and a reduced incidence of nausea and vomiting on POD 3(all P<0.05).There were no statistically significant differences in the remaining comparisons between the two groups(all P>0.05). Conclusion:Multi-point acupuncture treatment can promote the recovery of gastrointestinal function in patients undergoing minimally invasive CRC surgery without increasing postoperative complications,and it is recommended for integration into routine ERAS protocols.
9.Study on the application value of telmisartan combined with calcium dobesilate in patients with non-dipper hypertension complicated with type 2 diabetes mellitus
Weiwei HU ; Xiaorong LI ; Chunhui TIAN ; Zhifen LIU ; Junqi YING ; Chunyan GAO
Chinese Journal of Diabetes 2024;32(5):331-335
Objective To explore the application value of telmisartan combined with calcium dobesilate in patients with non-dipper hypertension complicated with type 2 diabetes mellitus(T2DM).Methods A total of 260 patients with non-dipper hypertension complicated with T2DM in the endocrinology department of our hospital were selected in this study from January 2021 to December 2022.All the patients were randomly divided into telmisartan group(Tel,n=110)and telmisartan+calcium dobesilate group(Tel+Cal-dob,n=150).The blood pressure level,blood pressure rhythm changes,brachial flow mediated dilatation(FMD),carotid radial pulse wave velocity(crPWV),vasomotor factors[nitric oxide(NO),endothelin-1(ET-1),vascular endothelial growth factor(VEGF)]and the incidence of adverse reactions were compared between the two groups.Results There was no significant difference in general data and biochemical indexes between the two groups(P>0.05).After 3,6 and 12 months of treatment,the FMD and NO were higher,while the dSBP,dDBP,24 hSBP,24 hDBP,nSBP,nDBP,crPWV,ET-1 and VEGF were lower than before treatment in both groups(P<0.05).After 3,6 and 12 months of treatment,the FMD and NO were higher,while dSBP,dDBP,24 hSBP,24 hDBP,nSBP,nDBP,crPWV,ET-1 and VEGF were lower in Tel+Cal-dob group than in Tel group(P<0.05).After 3,6 and 12 months of treatment,the conversion rates of dipper blood pressure were higher in Tel+Cal-dob groupthan in Tel group(P<0.05).There was no significant difference in the incidence of adverse effects between the two groups(P>0.05).Conclusion Telmisartan combined with calcium dobesilate is effective in the treatment of patients with non-dipper hypertension complicated with T2DM.
10.Role and mechanism of P311 in the differentiation of mouse skin fibroblasts into myofibroblasts
Xue HENG ; Buying LI ; Shijie GAO ; Changjin LU ; Xiaorong ZHANG ; Xiaohong HU ; Gaoxing LUO ; Haisheng LI
Chinese Journal of Burns 2024;40(9):849-856
Objective:To explore the role and mechanism of P311 in the differentiation of mouse skin fibroblasts (Fbs) into myofibroblasts.Methods:The study was an experimental research. Six 2-day-old male C57BL/6 mouse were used to extract skin Fbs by enzymatic hydrolysis method and routinely cultured. The 1 st to 3 rd passage cells were taken and divided into empty vector group transfected with empty adenovirus and P311 group transfected with P311 high expression adenovirus, and P311+myocardin-related transcription factor A (MRTF-A) small interfering RNA (siMRTF-A) group transfected with P311 high expression adenovirus and siMRTF-A according to the random number table. After 72 h of culture, the cell proliferation vitality of cells in 3 groups was detected by cell counting kit 8, the protein expressions of MRTF-A, α-smooth muscle actin (α-SMA), and serum response factor (SRF) in cells in 3 groups were detected by Western blotting, the collagen gel contraction assay was performed and the 72 h gel contraction rates in 3 groups were calculated. The sample numbers in the above experiments were all 3. The protein expressions of MRTF-A and SRF in cells, cytoplasm, and nucleus in cells in empty vector group and P311 group were detected by Western blotting, with sample number of 4. Results:After 72 h of culture, the cell proliferation vitality of cells in empty vector group, P311 group, and P311+siMRTF-A group was similar ( P>0.05). After 72 h of culture, compared with those in empty vector group, the protein expressions of MRTF-A, α-SMA, and SRF in cells in P311 group were significantly increased ( P<0.05), while the protein expressions of MRTF-A and SRF in cells in P311+siMRTF-A group were significantly decreased ( P<0.05). Compared with those in P311 group, the protein expressions of MRTF-A, SRF, and α-SMA in cells in P311+siMRTF-A group were significantly decreased ( P<0.05). The 72 h gel contraction rate showing cell contractility in P311 group was (84.8±6.2)%, which was significantly higher than (27.8±2.6)% in empty vector group and (24.7±3.2)% in P311+siMRTF-A group (with P values all <0.05). The 72 h gel contraction rates in empty vector group and P311+siMRTF-A group were similar ( P>0.05). After 72 hours of culture, the protein expressions of MRTF-A (with t values of 5.86 and 3.77, respectively, P<0.05) and SRF (with t values of 3.95 and 3.97, respectively, P<0.05) in cells and cytoplasm in P311 group were significantly higher than those in empty vector group, while the protein expressions of MRTF-A and SRF in the nucleus of cells were similar between the two groups ( P>0.05). Conclusions:P311 can promote the differentiation of fibroblasts into myofibroblasts through MRTF-A, and then participate in scar formation.

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