1.Mechanisms of Curcumol in Inhibiting Proliferation and Migration in Non-small Cell Lung Cancer via JAK2/STAT3 Signaling Pathway
Yu QI ; Yihan YU ; Linling HU ; Bo JIANG ; Yilong ZOU ; Cunyu FAN ; Yiling FAN ; Jixian ZHANG ; Bo XU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):34-45
ObjectiveTo investigate the inhibitory effects of curcumol (Cur) on the proliferation and metastasis of non-small cell lung cancer (NSCLC) cells and to explore the underlying mechanisms. MethodsIn vivo, a subcutaneous tumor xenograft model was established to evaluate the antiproliferative effect of Cur. In vitro, the cell counting kit-8 (CCK-8) assay was used to assess the effects of Cur at concentrations of 0, 60, 120, 240, 360, 480, 600, 720, 840, 960 μmol·L-1 on the viability of NCI-A549 and NCI-H23 cells, and to evaluate its inhibitory effect on the proliferation of human bronchial epithelial BEAS-2B cells. Wound healing and Transwell migration assays were conducted to assess changes in cell migratory capacity following Cur treatment. Immunohistochemistry (IHC-P) was used to investigate the regulatory effect of Cur on the Janus kinase 2/signal transducer and activator of transcription 3 (JAK2/STAT3) signaling pathway in tumor tissues. Western blot was performed to determine the protein expression levels of phosphorylated JAK2 (p-JAK2), phosphorylated STAT3 (p-STAT3), proliferating cell nuclear antigen (PCNA), matrix metalloproteinase-2 (MMP-2), matrix metalloproteinase-9 (MMP-9), and vascular endothelial growth factor A (VEGFA) in tumor tissues and cells. To further verify the role of the JAK2/STAT3 signaling pathway in the pharmacological effects of Cur, rescue experiments were performed using the pathway agonist colivelin. ResultsIn vivo experiments showed that, compared with the model group, the tumor volumes of subcutaneous xenografts in nude mice in both low- and high-dose Cur groups were significantly reduced (P<0.05), and the tumor inhibition rates were significantly increased (P<0.05). The inhibitory effect in the high-dose group was comparable to that of the cisplatin group, and the body weight of mice in the Cur groups remained stable throughout the experiment. In vitro, compared with the control group, Cur at concentrations of 120 and 240 μmol·L-1 inhibited the proliferation of NCI-A549 and NCI-H23 cells in a concentration-dependent manner (P<0.05), with a significant inhibitory effect observed at 360 μmol·L-1 (P<0.01), while no significant effect on the viability of BEAS-2B cells was observed. Migration assays demonstrated that, compared with the control group, Cur treatment significantly reduced the migration rates of both cell lines in a concentration-dependent manner (P<0.05), with an inhibitory effect at 360 μmol·L-1 comparable to that of the cisplatin group. Mechanistic validation showed that, compared with the control group, the protein expression levels of p-JAK2 and p-STAT3 in tumor tissues and cells were significantly downregulated in the Cur groups (P<0.01), and the expression levels of downstream proteins PCNA, MMP-2, MMP-9, and VEGFA were also significantly decreased with increasing Cur concentration (P<0.05). In the rescue experiments, compared with the control group, colivelin pretreatment increased cell proliferation and migration rates (P<0.05) and upregulated the expression of related proteins (P<0.05). Compared with the Cur group, the colivelin+Cur group showed significantly increased proliferation and migration rates (P<0.05), along with significantly upregulated protein expression levels (P<0.05). ConclusionCur can significantly inhibit the proliferation and metastasis of NSCLC both in vivo and in vitro, and its mechanism of action is closely associated with the inhibition of JAK2/STAT3 signaling pathway activation.
2.Mechanisms of Oxyresveratrol in Inhibiting Epithelial-mesenchymal Transition in Non-small Cell Lung Cancer via PI3K/Akt Signaling Pathway
Linling HU ; Bo JIANG ; Yu QI ; Yilong ZOU ; Cunyu FAN ; Yiling FAN ; Yihan YU ; Bo XU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):46-57
ObjectiveTo investigate the mechanisms by which oxyresveratrol (OXY) inhibits epithelial-mesenchymal transition (EMT) in non-small cell lung cancer (NSCLC) through the phosphatidylinositol 3-kinase/protein kinase B (PI3K/Akt) signaling pathway. MethodsCell counting kit-8 (CCK-8) assays were used to determine the survival rates of A549 and H1299 cells treated with different concentrations of OXY, and appropriate concentrations (0, 30, 60, 90 μmol·L-1) were selected. The effects of OXY on the proliferation of A549 and H1299 cells were evaluated using 5-ethynyl-2′-deoxyuridine (EdU) assays and colony formation assays. Wound healing assays and Transwell invasion assays were performed to assess the effects of OXY on cell migration and invasion. Western blot (WB) was used to detect the expression levels of Snail, E-cadherin, N-cadherin, and Vimentin in A549 and H1299 cells. Network pharmacology and molecular docking were applied to predict the mechanism of action of OXY, and WB was used to evaluate the effects of OXY on proteins in the PI3K/Akt signaling pathway. Rescue experiments were conducted using the PI3K/Akt signaling pathway agonist 740Y-P. Under activation of the PI3K/Akt pathway, the effect of OXY on proliferation, migration, and invasion phenotypes, as well as on the expression levels of PI3K/Akt pathway-related proteins and EMT markers (Snail, E-cadherin, N-cadherin, and Vimentin), were examined. ResultsIn the forward experiments, CCK-8 assay results showed that, compared with the control group, the survival rates of NSCLC cells in the OXY-treated groups (20-120 μmol·L-1) were significantly decreased (P<0.05). The half-maximal inhibitory concentration (IC50) values of A549 and H1299 cells after 48 h of OXY treatment were 113.6 μmol·L-1 and 92.53 μmol·L-1, respectively. Therefore, concentrations of 0, 30, 60, 90 μmol·L-1 were selected as the gradient for subsequent phenotypic and mechanistic studies. Compared with the control group, the proliferation rate, colony number, migration rate, and invasion number of NSCLC cells in the OXY groups (30, 60, and 90 μmol·L-1) were significantly decreased (P<0.01, P<0.05). WB results showed that, compared with the control group, the protein expression levels of Snail, N-cadherin, and Vimentin in NSCLC cells of the OXY groups were significantly decreased (P<0.05), whereas E-cadherin expression was significantly increased (P<0.01). Network pharmacology and molecular docking results indicated that OXY could act on the PI3K/Akt signaling pathway and exhibited good binding affinity with PI3K and Akt proteins. Further WB results showed that, compared with the control group, there were no statistically significant differences in the expression levels of PI3K and Akt proteins in NSCLC cells of the OXY groups, whereas the expression levels of phosphorylated PI3K (p-PI3K) and phosphorylated Akt (p-Akt) were significantly decreased (P<0.05). In the rescue experiments, compared with the control group, the proliferation rate, colony number, migration rate, and invasion number of NSCLC cells in the 740Y-P group (15 μmol·L-1) were significantly increased (P<0.01). Compared with the control + OXY group (90 μmol·L-1), these indices in the 740Y-P + OXY group (15 μmol·L-1 + 90 μmol·L-1) were also significantly increased (P<0.01). WB results showed that, compared with the control group, there were no statistically significant differences in the expression levels of PI3K and Akt proteins in the 740Y-P group. However, the expression levels of p-PI3K, p-Akt, Snail, N-cadherin, and Vimentin were significantly increased (P<0.05), while E-cadherin expression was significantly decreased (P<0.01). Compared with the control + OXY group, there were no statistically significant differences in PI3K and Akt protein expression in the 740Y-P + OXY group. However, the expression levels of p-PI3K, p-Akt, Snail, N-cadherin, and Vimentin were significantly increased (P<0.05), while E-cadherin expression was significantly decreased (P<0.05). ConclusionOXY inhibits the PI3K/Akt signaling pathway and suppresses the EMT process, thereby exerting anti-metastatic effects in NSCLC.
3.Anti-lung Cancer Mechanisms of Yang-warming Herbs and Formulas: A Review
Bo XU ; Yu QI ; Jixian ZHANG ; Linling HU ; Bo JIANG ; Yilong ZOU ; Cunyu FAN ; Yiling FAN ; Qing MIAO ; Yihan YU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):70-79
Lung cancer, particularly non-small cell lung cancer (NSCLC), is the malignant tumor with the highest incidence and mortality in China and worldwide. In 2022, the global number of deaths reached 1.8 million, accounting for 18.7% of all cancer-related deaths, seriously threatening human health and life, and posing a severe challenge for prevention and treatment. Although treatment strategies for lung cancer have been continuously enriched in recent years, and progress has been made in targeted therapy and immunotherapy, long-term survival benefits remain limited due to primary or acquired drug resistance, low immune responsiveness, and chemotherapy-related toxicities. Therefore, there is an urgent need to explore safe and effective adjunctive therapeutic strategies. Traditional Chinese medicine (TCM), with its advantages of holistic regulation and individualized syndrome differentiation, has played an increasingly prominent role in comprehensive cancer treatment. TCM holds that "Yang deficiency leads to accumulation" is a key pathogenesis of tumors. Based on the theory that "Yang transforms Qi, while Yin forms substance", deficiency of Yang Qi results in impaired warming and transformation functions, leading to internal accumulation of Yin-cold. This is closely related to dysregulation of the immune microenvironment, "cold tumor" characteristics, and dysfunction of the neuroendocrine system in modern medicine. Accordingly, the therapeutic strategy of "warming Yang, supporting healthy Qi, and combating cancer" has gained increasing attention. In recent years, commonly used Yang-warming Chinese herbs, including Aconiti Lateralis Radix Praeparata, Zingiberis Rhizoma, Cinnamomi Cortex, Epimedii Folium, and Psoraleae Fructus, as well as their active constituents, have achieved notable progress in anti-lung cancer research by regulating multiple signaling pathways, inducing apoptosis, inhibiting metastasis, and reversing drug resistance. In addition, Yang-warming formulae such as Sini Tang and Yanghe Tang have shown promising effects in alleviating myelosuppression, improving cancer-related fatigue, managing malignant pleural effusion, and relieving cancer pain. These therapies exhibit toxicity-reducing and efficacy-enhancing effects, significantly improving patients' quality of life and survival benefits. To systematically summarize the roles and mechanisms of Yang-warming Chinese herbal medicines and compound formulae in lung cancer, this paper provides a comprehensive review of recent advances, aiming to offer insights for the clinical practice of TCM in the prevention and treatment of lung cancer.
4.Mechanisms of Curcumol in Inhibiting Proliferation and Migration in Non-small Cell Lung Cancer via JAK2/STAT3 Signaling Pathway
Yu QI ; Yihan YU ; Linling HU ; Bo JIANG ; Yilong ZOU ; Cunyu FAN ; Yiling FAN ; Jixian ZHANG ; Bo XU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):34-45
ObjectiveTo investigate the inhibitory effects of curcumol (Cur) on the proliferation and metastasis of non-small cell lung cancer (NSCLC) cells and to explore the underlying mechanisms. MethodsIn vivo, a subcutaneous tumor xenograft model was established to evaluate the antiproliferative effect of Cur. In vitro, the cell counting kit-8 (CCK-8) assay was used to assess the effects of Cur at concentrations of 0, 60, 120, 240, 360, 480, 600, 720, 840, 960 μmol·L-1 on the viability of NCI-A549 and NCI-H23 cells, and to evaluate its inhibitory effect on the proliferation of human bronchial epithelial BEAS-2B cells. Wound healing and Transwell migration assays were conducted to assess changes in cell migratory capacity following Cur treatment. Immunohistochemistry (IHC-P) was used to investigate the regulatory effect of Cur on the Janus kinase 2/signal transducer and activator of transcription 3 (JAK2/STAT3) signaling pathway in tumor tissues. Western blot was performed to determine the protein expression levels of phosphorylated JAK2 (p-JAK2), phosphorylated STAT3 (p-STAT3), proliferating cell nuclear antigen (PCNA), matrix metalloproteinase-2 (MMP-2), matrix metalloproteinase-9 (MMP-9), and vascular endothelial growth factor A (VEGFA) in tumor tissues and cells. To further verify the role of the JAK2/STAT3 signaling pathway in the pharmacological effects of Cur, rescue experiments were performed using the pathway agonist colivelin. ResultsIn vivo experiments showed that, compared with the model group, the tumor volumes of subcutaneous xenografts in nude mice in both low- and high-dose Cur groups were significantly reduced (P<0.05), and the tumor inhibition rates were significantly increased (P<0.05). The inhibitory effect in the high-dose group was comparable to that of the cisplatin group, and the body weight of mice in the Cur groups remained stable throughout the experiment. In vitro, compared with the control group, Cur at concentrations of 120 and 240 μmol·L-1 inhibited the proliferation of NCI-A549 and NCI-H23 cells in a concentration-dependent manner (P<0.05), with a significant inhibitory effect observed at 360 μmol·L-1 (P<0.01), while no significant effect on the viability of BEAS-2B cells was observed. Migration assays demonstrated that, compared with the control group, Cur treatment significantly reduced the migration rates of both cell lines in a concentration-dependent manner (P<0.05), with an inhibitory effect at 360 μmol·L-1 comparable to that of the cisplatin group. Mechanistic validation showed that, compared with the control group, the protein expression levels of p-JAK2 and p-STAT3 in tumor tissues and cells were significantly downregulated in the Cur groups (P<0.01), and the expression levels of downstream proteins PCNA, MMP-2, MMP-9, and VEGFA were also significantly decreased with increasing Cur concentration (P<0.05). In the rescue experiments, compared with the control group, colivelin pretreatment increased cell proliferation and migration rates (P<0.05) and upregulated the expression of related proteins (P<0.05). Compared with the Cur group, the colivelin+Cur group showed significantly increased proliferation and migration rates (P<0.05), along with significantly upregulated protein expression levels (P<0.05). ConclusionCur can significantly inhibit the proliferation and metastasis of NSCLC both in vivo and in vitro, and its mechanism of action is closely associated with the inhibition of JAK2/STAT3 signaling pathway activation.
5.Mechanisms of Oxyresveratrol in Inhibiting Epithelial-mesenchymal Transition in Non-small Cell Lung Cancer via PI3K/Akt Signaling Pathway
Linling HU ; Bo JIANG ; Yu QI ; Yilong ZOU ; Cunyu FAN ; Yiling FAN ; Yihan YU ; Bo XU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):46-57
ObjectiveTo investigate the mechanisms by which oxyresveratrol (OXY) inhibits epithelial-mesenchymal transition (EMT) in non-small cell lung cancer (NSCLC) through the phosphatidylinositol 3-kinase/protein kinase B (PI3K/Akt) signaling pathway. MethodsCell counting kit-8 (CCK-8) assays were used to determine the survival rates of A549 and H1299 cells treated with different concentrations of OXY, and appropriate concentrations (0, 30, 60, 90 μmol·L-1) were selected. The effects of OXY on the proliferation of A549 and H1299 cells were evaluated using 5-ethynyl-2′-deoxyuridine (EdU) assays and colony formation assays. Wound healing assays and Transwell invasion assays were performed to assess the effects of OXY on cell migration and invasion. Western blot (WB) was used to detect the expression levels of Snail, E-cadherin, N-cadherin, and Vimentin in A549 and H1299 cells. Network pharmacology and molecular docking were applied to predict the mechanism of action of OXY, and WB was used to evaluate the effects of OXY on proteins in the PI3K/Akt signaling pathway. Rescue experiments were conducted using the PI3K/Akt signaling pathway agonist 740Y-P. Under activation of the PI3K/Akt pathway, the effect of OXY on proliferation, migration, and invasion phenotypes, as well as on the expression levels of PI3K/Akt pathway-related proteins and EMT markers (Snail, E-cadherin, N-cadherin, and Vimentin), were examined. ResultsIn the forward experiments, CCK-8 assay results showed that, compared with the control group, the survival rates of NSCLC cells in the OXY-treated groups (20-120 μmol·L-1) were significantly decreased (P<0.05). The half-maximal inhibitory concentration (IC50) values of A549 and H1299 cells after 48 h of OXY treatment were 113.6 μmol·L-1 and 92.53 μmol·L-1, respectively. Therefore, concentrations of 0, 30, 60, 90 μmol·L-1 were selected as the gradient for subsequent phenotypic and mechanistic studies. Compared with the control group, the proliferation rate, colony number, migration rate, and invasion number of NSCLC cells in the OXY groups (30, 60, and 90 μmol·L-1) were significantly decreased (P<0.01, P<0.05). WB results showed that, compared with the control group, the protein expression levels of Snail, N-cadherin, and Vimentin in NSCLC cells of the OXY groups were significantly decreased (P<0.05), whereas E-cadherin expression was significantly increased (P<0.01). Network pharmacology and molecular docking results indicated that OXY could act on the PI3K/Akt signaling pathway and exhibited good binding affinity with PI3K and Akt proteins. Further WB results showed that, compared with the control group, there were no statistically significant differences in the expression levels of PI3K and Akt proteins in NSCLC cells of the OXY groups, whereas the expression levels of phosphorylated PI3K (p-PI3K) and phosphorylated Akt (p-Akt) were significantly decreased (P<0.05). In the rescue experiments, compared with the control group, the proliferation rate, colony number, migration rate, and invasion number of NSCLC cells in the 740Y-P group (15 μmol·L-1) were significantly increased (P<0.01). Compared with the control + OXY group (90 μmol·L-1), these indices in the 740Y-P + OXY group (15 μmol·L-1 + 90 μmol·L-1) were also significantly increased (P<0.01). WB results showed that, compared with the control group, there were no statistically significant differences in the expression levels of PI3K and Akt proteins in the 740Y-P group. However, the expression levels of p-PI3K, p-Akt, Snail, N-cadherin, and Vimentin were significantly increased (P<0.05), while E-cadherin expression was significantly decreased (P<0.01). Compared with the control + OXY group, there were no statistically significant differences in PI3K and Akt protein expression in the 740Y-P + OXY group. However, the expression levels of p-PI3K, p-Akt, Snail, N-cadherin, and Vimentin were significantly increased (P<0.05), while E-cadherin expression was significantly decreased (P<0.05). ConclusionOXY inhibits the PI3K/Akt signaling pathway and suppresses the EMT process, thereby exerting anti-metastatic effects in NSCLC.
6.Anti-lung Cancer Mechanisms of Yang-warming Herbs and Formulas: A Review
Bo XU ; Yu QI ; Jixian ZHANG ; Linling HU ; Bo JIANG ; Yilong ZOU ; Cunyu FAN ; Yiling FAN ; Qing MIAO ; Yihan YU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):70-79
Lung cancer, particularly non-small cell lung cancer (NSCLC), is the malignant tumor with the highest incidence and mortality in China and worldwide. In 2022, the global number of deaths reached 1.8 million, accounting for 18.7% of all cancer-related deaths, seriously threatening human health and life, and posing a severe challenge for prevention and treatment. Although treatment strategies for lung cancer have been continuously enriched in recent years, and progress has been made in targeted therapy and immunotherapy, long-term survival benefits remain limited due to primary or acquired drug resistance, low immune responsiveness, and chemotherapy-related toxicities. Therefore, there is an urgent need to explore safe and effective adjunctive therapeutic strategies. Traditional Chinese medicine (TCM), with its advantages of holistic regulation and individualized syndrome differentiation, has played an increasingly prominent role in comprehensive cancer treatment. TCM holds that "Yang deficiency leads to accumulation" is a key pathogenesis of tumors. Based on the theory that "Yang transforms Qi, while Yin forms substance", deficiency of Yang Qi results in impaired warming and transformation functions, leading to internal accumulation of Yin-cold. This is closely related to dysregulation of the immune microenvironment, "cold tumor" characteristics, and dysfunction of the neuroendocrine system in modern medicine. Accordingly, the therapeutic strategy of "warming Yang, supporting healthy Qi, and combating cancer" has gained increasing attention. In recent years, commonly used Yang-warming Chinese herbs, including Aconiti Lateralis Radix Praeparata, Zingiberis Rhizoma, Cinnamomi Cortex, Epimedii Folium, and Psoraleae Fructus, as well as their active constituents, have achieved notable progress in anti-lung cancer research by regulating multiple signaling pathways, inducing apoptosis, inhibiting metastasis, and reversing drug resistance. In addition, Yang-warming formulae such as Sini Tang and Yanghe Tang have shown promising effects in alleviating myelosuppression, improving cancer-related fatigue, managing malignant pleural effusion, and relieving cancer pain. These therapies exhibit toxicity-reducing and efficacy-enhancing effects, significantly improving patients' quality of life and survival benefits. To systematically summarize the roles and mechanisms of Yang-warming Chinese herbal medicines and compound formulae in lung cancer, this paper provides a comprehensive review of recent advances, aiming to offer insights for the clinical practice of TCM in the prevention and treatment of lung cancer.
7.Exercise therapy for the treatment of chronic nonspecific lower back pain through mechanical-chemical coupling
Jiale ZHANG ; Fusen WANG ; Zhenrui QIU ; Xinming FAN ; Jilong ZOU ; Zhenggang BI ; Jiabing SUN
Chinese Journal of Tissue Engineering Research 2025;29(11):2377-2384
BACKGROUND:Currently,exercise therapy is an effective non-pharmacological treatment for low back pain,and exercise therapy can maintain lumbar spine stabilization through mechanical-chemical coupling between bones and muscles,but there is no clear description of the research progress and optimal treatment protocols for exercise therapy to relieve chronic non-specific lower back pain through mechanical-chemical coupling. OBJECTIVE:To review the research progress related to the influence of paravertebral muscles on lumbar spine stabilization during exercise therapy through mechanical-chemical coupling,which in turn relieves chronic non-specific lower back pain,as well as the current optimal treatment protocols of exercise therapy for chronic non-specific lower back pain. METHODS:Literature searches were performed in WanFang database,CNKI,VIP,Web of Science,and PubMed database,with search terms of"chronic non-specific low back pain,lumbar spine stabilization,paravertebral muscles,exercise therapy"in Chinese and English.Relevant literature published from database inception to January 2024 was searched and 93 articles were included for final summarization. RESULTS AND CONCLUSION:Exercise therapy can act on the paravertebral muscles and bones through appropriate mechanical stimulation and produce corresponding changes.Exercise therapy is an important intervention for chronic non-specific lower back pain as it improves the quality of the paravertebral muscles,primarily through mechanical-chemical coupling,and thus maintains lumbar spine stabilization for better relief of chronic non-specific lower back pain.However,there are no clear reports on the exact effective protocols for exercise therapy to treat chronic non-specific lower back pain through lumbar spine stabilization.The development of an individualized exercise program is particularly important for the treatment and prognosis of chronic non-specific low back pain.Muscle mass and bone mass of the same individual are closely related,and imaging assessment of paravertebral muscle mass and quantity is important for disease detection and intervention.
8.Analysis of pharmaceutical clinic service in our hospital over the past five years
Li FAN ; Shuyan QUAN ; Xuan WANG ; Menglin LUO ; Fei YE ; Lang ZOU ; Feifei YU ; Min HU ; Xuelian HU ; Chenjing LUO ; Peng GU
China Pharmacy 2025;36(6):748-751
OBJECTIVE To summarize the current situation of pharmaceutical clinic service in our hospital over the past five years, and explore sustainable development strategies for service models of pharmaceutical clinics. METHODS A retrospective analysis was conducted on the consultation records of patients who registered and established files at the pharmaceutical clinic in our hospital from January 2019 to December 2023. Statistical analysis was performed on patients’ general information, medication- related problems, and types of pharmaceutical services provided by pharmacists. RESULTS A total of 963 consultation records were included, among which females aged 20-39 years accounted for the highest proportion (66.04%); obstetrics and gynecology- related consultations accounted for the largest number of cases. Additionally, 80 patients attended follow-up visits at our hospital’s pharmaceutical clinic. A total of 1 029 medication-related issues were resolved, including 538 cases of drug consultations (52.28%), 453 medication recommendations (44.02%), 22 medication restructuring(2.14%), and 16 medication education (1.55%); the most common types of medication-related problems identified were adverse drug events(70.07%). CONCLUSIONS Although the pharmaceutical clinic has achieved recognition from clinicians and patients, challenges such as low awareness among healthcare providers and the public persist. Future efforts should focus on strengthening information technology construction, enhancing pharmacist training, and establishing various forms of outpatient pharmaceutical service models.
9.Predictive value of ultrasound radiomics models for benign and malignant BI-RADS 4 breast lesions
Qiao ZOU ; Jinhui LIU ; Xiaoling LENG ; Tuerhong ZUMURETI ; Xiwen FAN
Chinese Journal of Radiological Health 2025;34(2):179-185
Objective To evaluate the efficiency of intra-tumor and peri-tumor ultrasound radiomics models based on machine learning algorithms for predicting benign and malignant Breast Imaging Reporting and Data System (BI-RADS) 4 breast lesions, and provide insights into early diagnosis of breast cancer. Methods A retrospective analysis was conducted based on the medical records of 450 female patients who underwent breast ultrasound examination in the Affiliated Cancer Hospital of Xinjiang Medical University from June 2020 to April 2022. The patients were divided into the benign (n = 199) and malignant (n = 195) groups according to pathological examination, and randomized into the training (n = 275) and validation (n = 119) sets at a ratio of 7∶3. Radiomics features were extracted and screened. Intra-tumor, peri-tumor, and intra-tumor + peri-tumor ultrasound radiomics models were constructed based on three machine learning algorithms, including logistic regression (LR), support vector machine (SVM), and multi-layer perceptron (MLP). Receiver operating characteristics (ROC) curves, calibration curves, and decision curves were plotted to evaluate the efficacy of the radiomics models for prediction of benign and malignant breast lesions. Results A total of 17 intra-tumor, 16 peri-tumor, and 17 intra-tumor + peri-tumor radiomics features were selected for model construction. Based on LR, MLP, and SVM algorithms, the intra-tumor + peri-tumor radiomics models showed higher predictive efficacy than intra-tumor and peri-tumor radiomics models. The predictive efficacy of intra-tumor, peri-tumor, and intra-tumor + peri-tumor radiomics models were higher based on the SVM algorithm than based on LR and MLP algorithms. For the intra-tumor radiomics model based on the SVM algorithm, the area under the ROC curve (AUC), accuracy, sensitivity, and a specificity were 0.909, 0.851, 0.860, and 0.842, respectively, in the training set and 0.866, 0.832, 0.847, and 0.817, respectively, in the validation set. For the peri-tumor radiomics model based on the SVM algorithm, these values were 0.899, 0.855, 0.882, and 0.827, respectively, in the training set and 0.844, 0.815, 0.847, and 0.783, respectively, in the validation set. For the intra-tumor + peri-tumor radiomics model based on the SVM algorithm, these values were 0.943, 0.876, 0.860, and 0.892, respectively, in the training set and 0.881, 0.849, 0.915, and 0.783, respectively, in the validation set. Conclusion The intra-tumor and peri-tumor ultrasound radiomics models based on machine learning algorithms are highly valuable for prediction of benign and malignant BI-RADS 4 breast lesions. The intra-tumor + peri-tumor ultrasound radiomics model based on the SVM algorithm has the optimal efficacy for prediction of benign and malignant BI-RADS 4 breast lesions.
10.Survey on human T-lymphotropic virus infection among blood donors in Hunan province
Binbin ZOU ; Qing HU ; Ni SUN ; Xiangmei KANG ; Tingting HU ; Fei FAN ; Feixue ZHAO
Chinese Journal of Blood Transfusion 2025;38(8):1077-1082
Objective: To investigate the prevalence of human T-lymphotropic virus (HTLV) infection among blood donors in Hunan Province from 2022 to 2024. Methods: A total of 1 830 342 blood donors from 14 prefecture-level blood centers in Hunan Province over the past three years were screened for anti-HTLV-Ⅰ/Ⅱ using enzyme-linked immunosorbent assay (ELISA). Initially reactive samples were further tested with Line Immunoassay (LIA
)/MP-Western blot and RT-PCR nucleic acid test for confirmation. Blood donors confirmed positive for HTLV were tracked and followed up. Results: From 2022 to 2024, the initial ELISA reactive rate for anti-HTLV-I/II among blood donors in Hunan Province was 1.36 per 10 000 (249/1 830 342). The confirmed positive rate was 0.20 per 10 000 (37/1 830 342), accounting for 14.86% of the initially reactive donors. The follow-up success rate for confirmed HTLV-positive blood donors was only 18.92%, while that for HTLV-indeterminate donors was 54.17%. Conclusion: The confirmed HTLV infection rates in Yueyang, Loudi, Shaoyang, Yiyang, and Zhuzhou cities were higher than the provincial (0.20 per 10 000). Chenzhou, Yongzhou, Zhangjiajie, and Xiangxi were identified as low prevalence areas, with an infection rate of 0. The overall follow-up success rate was low, indicating significant difficulties and bottlenecks in follow-up work. The comprehensive screening for HTLV and follow-up studies in Hunan provide valuable data to further improve blood safety testing strategies and risk warning mechanisms.

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