1.Predicting Hepatocellular Carcinoma Using Brightness Change Curves Derived From Contrast-enhanced Ultrasound Images
Ying-Ying CHEN ; Shang-Lin JIANG ; Liang-Hui HUANG ; Ya-Guang ZENG ; Xue-Hua WANG ; Wei ZHENG
Progress in Biochemistry and Biophysics 2025;52(8):2163-2172
ObjectivePrimary liver cancer, predominantly hepatocellular carcinoma (HCC), is a significant global health issue, ranking as the sixth most diagnosed cancer and the third leading cause of cancer-related mortality. Accurate and early diagnosis of HCC is crucial for effective treatment, as HCC and non-HCC malignancies like intrahepatic cholangiocarcinoma (ICC) exhibit different prognoses and treatment responses. Traditional diagnostic methods, including liver biopsy and contrast-enhanced ultrasound (CEUS), face limitations in applicability and objectivity. The primary objective of this study was to develop an advanced, light-weighted classification network capable of distinguishing HCC from other non-HCC malignancies by leveraging the automatic analysis of brightness changes in CEUS images. The ultimate goal was to create a user-friendly and cost-efficient computer-aided diagnostic tool that could assist radiologists in making more accurate and efficient clinical decisions. MethodsThis retrospective study encompassed a total of 161 patients, comprising 131 diagnosed with HCC and 30 with non-HCC malignancies. To achieve accurate tumor detection, the YOLOX network was employed to identify the region of interest (ROI) on both B-mode ultrasound and CEUS images. A custom-developed algorithm was then utilized to extract brightness change curves from the tumor and adjacent liver parenchyma regions within the CEUS images. These curves provided critical data for the subsequent analysis and classification process. To analyze the extracted brightness change curves and classify the malignancies, we developed and compared several models. These included one-dimensional convolutional neural networks (1D-ResNet, 1D-ConvNeXt, and 1D-CNN), as well as traditional machine-learning methods such as support vector machine (SVM), ensemble learning (EL), k-nearest neighbor (KNN), and decision tree (DT). The diagnostic performance of each method in distinguishing HCC from non-HCC malignancies was rigorously evaluated using four key metrics: area under the receiver operating characteristic (AUC), accuracy (ACC), sensitivity (SE), and specificity (SP). ResultsThe evaluation of the machine-learning methods revealed AUC values of 0.70 for SVM, 0.56 for ensemble learning, 0.63 for KNN, and 0.72 for the decision tree. These results indicated moderate to fair performance in classifying the malignancies based on the brightness change curves. In contrast, the deep learning models demonstrated significantly higher AUCs, with 1D-ResNet achieving an AUC of 0.72, 1D-ConvNeXt reaching 0.82, and 1D-CNN obtaining the highest AUC of 0.84. Moreover, under the five-fold cross-validation scheme, the 1D-CNN model outperformed other models in both accuracy and specificity. Specifically, it achieved accuracy improvements of 3.8% to 10.0% and specificity enhancements of 6.6% to 43.3% over competing approaches. The superior performance of the 1D-CNN model highlighted its potential as a powerful tool for accurate classification. ConclusionThe 1D-CNN model proved to be the most effective in differentiating HCC from non-HCC malignancies, surpassing both traditional machine-learning methods and other deep learning models. This study successfully developed a user-friendly and cost-efficient computer-aided diagnostic solution that would significantly enhances radiologists’ diagnostic capabilities. By improving the accuracy and efficiency of clinical decision-making, this tool has the potential to positively impact patient care and outcomes. Future work may focus on further refining the model and exploring its integration with multimodal ultrasound data to maximize its accuracy and applicability.
2.Therapeutic effects of paeoniflorin on thromboangiitis obliterans model rats by regulating PI3K/AKT/NF-κB signaling pathway
Ya-Na WANG ; Xiao-Lin XU ; Wen-Hua MA ; Luo-Fang CUI ; Li LIU ; Lin-Li XU ; Yan ZHANG ; Xiu-Lei ZHAO
The Chinese Journal of Clinical Pharmacology 2024;40(6):854-858
Objective To investigate the therapeutic effect and mechanism of paeoniflorin(PAE)on thrombosis angiitis obliterans(TAO)in rats.Methods TAO rat model was established by sodium laurate injection.Rats were randomly divided into sham operation group(intraperitoneal injection of 0.9%NaCl),model group(intraperitoneal injection of 0.9%NaCl),experimental-L,-H groups(intraperitoneal injection of PAE 5,20 mg·kg-1·d-1),experimental-H+agonist group(intraperitoneal injection of 20 mg·kg-1·d-1 PAE+caudal vein injection of 10 ng·mL-1·kg 1·d-1 740 Y-P).Thrombin time(TT)was measured by magnetic bead coagulation;the levels of interleukin(IL)-1 β and endothelin 1(ET-1)were detected by enzyme-linked immunosorbent assay kit;the expression levels of phosphatidylinositol 3-kinase(PI3K),phosphorylated-PI3K(p-PI3 K),protein kinase B(AKT),p-AKT,nuclear factor(NF)-κB p65,p-NF-κB p65 were detected by Western blotting.Results The TT of sham operation group,model group,experimental-L,-H groups and experimental-H+agonist group were(14.88±1.32),(10.02±0.95),(12.65±1.22),(14.70±1.36)and(10.64±1.21)s;IL-1β were(154.23±13.45),(356.69±31.17),(268.62±23.58),(199.64±20.87)and(337.48±31.46)pg·mL-1;ET-1 were(6.78±0.68),(14.43±1.14),(11.23±1.07),(8.20±0.81)and(13.33±1.27)pg·mL-1;p-PI3K/PI3K were 0.36±0.04,0.76±0.07,0.59±0.05,0.44±0.04 and 0.69±0.07;p-AKT/AKT were 0.52±0.05,0.90±0.09,0.74±0.08,0.61±0.06 and 0.86±0.08;p-NF-κB p65/NF-κB p65 were 0.28±0.03,0.95±0.04,0.69±0.07,0.35±0.05 and 0.87±0.08,respectively.There were statistically significant differences between model group and sham operation group(all P<0.05);the above indexes in experimental-L group and experimental-H group were significantly different from those in medel group(all P<0.05);the above indexes in experimental-H+agonist group were significantly different from those in experimental-H group(all P<0.05).Conclusion PAE may improve disease progression in TAO rats by inhibiting the PI3K/AKT/NF-κB signaling pathway.
3.Research status on the role of NLRP3 inflammasome in tumor micro-environment on breast cancer metastasis
Lin-Ye HUA ; Hong-Shan LUO ; Xiu-Lian LIN ; Li-Mei LIN ; Bo-Hou XIA ; Ya-Mei LI
The Chinese Journal of Clinical Pharmacology 2024;40(14):2148-2152
The expression level of NOD-like receptors(NLRP3)inflammasome is significantly elevated in breast cancer tissues,and a high level of NLRP3 inflammasomes is closely associated with breast cancer metastasis.Activation of NLRP3 inflammasome can induce the release of inflammatory factors into the tumor microenvironment(TME).These inflammatory factors,by signaling to cancer cells,reshape the TME to promote tumor growth and invasion,ultimately facilitating the process of epithelial-mesenchymal transition.This equips cancer cells with the ability to establish distant metastases and increase the formation of metastatic lesions.This review addresses the current research status and prospects of NLRP3 inflammasomes in the breast cancer TME and their role in breast cancer metastasis.The goal is to provide new insights for the study of breast cancer metastasis mechanisms and treatment strategies.
4.Bioequivalence study of rasagiline mesylate tablets in Chinese healthy subjects
Gang CHEN ; Xiao-Lin WANG ; Si-Qi ZANG ; Ze-Juan WANG ; Xiao-Na LIU ; Ai-Hua DU ; Min LI ; Ya-Nan ZHANG ; Dan ZHANG ; Li-Na ZHANG ; Jin WANG
The Chinese Journal of Clinical Pharmacology 2024;40(19):2885-2890
Objective To study the pharmacokinetics and bioequivalence of two formulations of rasagiline mesylate tablets in healthy subjects under fasting and fed conditions.Methods The two-period,two-sequence,crossover study design was adopted in the fasting study.Thirty-six subjects were enrolled and given either test preparation or reference preparation 1 mg respectively in two periods.After collecting plasma samples,the plasma concentration of rasagiline was determined by liquid chromatography-tandem mass spectrometry(LC-MS/MS)and the bioequivalence was evaluated using the average bioequivalence(ABE)method.The four-period,two-sequence,fully replicate crossover study design was adopted in the fed study.Forty-eight subjects were enrolled and given the test preparation or the reference preparation at a dose of 1 mg twice respectively in four periods.According to the degree of intra-individual variation of Cmax,AUC0-t and AUC0-∞,the equivalence was evaluated using the reference-scaled average bioequivalence and ABE method,respectively.Results In the fasting study,the pharmacokinetic parameters of rasagiline of the test and reference preparation were as follow:Cmax were(9.70±3.14)and(9.62±3.85)ng·mL-1,AUC0-t were(6.03±1.47)and(6.02±1.95)ng·h·mL-1,AUC0-∞ were(6.13±1.51)and(6.12±1.97)ng·h·mL-1.The 90%confidence interval(CI)of the geometric mean ratio(GMR)were 94.11%-118.06%,99.22%-107.74%and 99.16%-107.44%for Cmax,AUC0-t and AUC0-∞,respectively,which were within the acceptance criteria of 80.00%-125.00%.In the fed study,the pharmacokinetic parameters of rasagiline of the test and reference preparation were as follow:Cmax were(3.00±1.92)and(3.52±1.77)ng·mL-1,AUC0_t were(5.02±1.20)and(5.06±1.20)ng·h·mL-1,AUC0-∞ were(5.11±1.23)and(5.14±1.22)ng·h·mL-1.The 90%CI of GMR were 96.99%-101.19%and 97.17%-101.41%for AUC0-t and AUC0-∞,which were within the acceptance criteria of 80.00%-125.00%.The 95%upper confidence bound of Cmax for were less than"0",and the point estimate of GMR were within the acceptance criteria of 80.00%-125.00%.The incidence of adverse events in fasting and fed studies was 22.86%and 22.92%,respectively,and all adverse events were moderate to mild.Conclusion The two rasagiline mesylate tablets were bioequivalent,and both the formulations were well tolerated.
5.The crosstalk of Wnt/β-catenin signaling and p53 in acute kidney injury and chronic kidney disease
Wen-Hua MING ; Lin WEN ; Wen-Juan HU ; Rong-Fang QIAO ; Yang ZHOU ; Bo-Wei SU ; Ya-Nan BAO ; Ping GAO ; Zhi-Lin LUAN
Kidney Research and Clinical Practice 2024;43(6):724-738
Wnt/β-catenin is a signaling pathway associated with embryonic development, organ formation, cancer, and fibrosis. Its activation can repair kidney damage during acute kidney injury (AKI) and accelerate the occurrence of renal fibrosis after chronic kidney disease (CKD). Interestingly, p53 has also been found as a key modulator in AKI and CKD in recent years. Meantime, some studies have found crosstalk between Wnt/β-catenin signaling pathways and p53, but more evidence is required on whether they have synergistic effects in renal disease progression. This article reviews the role and therapeutic targets of Wnt/β-catenin and p53 in AKI and CKD and proposes for the first time that Wnt/β-catenin and p53 have a synergistic effect in the treatment of renal injury.
6.The crosstalk of Wnt/β-catenin signaling and p53 in acute kidney injury and chronic kidney disease
Wen-Hua MING ; Lin WEN ; Wen-Juan HU ; Rong-Fang QIAO ; Yang ZHOU ; Bo-Wei SU ; Ya-Nan BAO ; Ping GAO ; Zhi-Lin LUAN
Kidney Research and Clinical Practice 2024;43(6):724-738
Wnt/β-catenin is a signaling pathway associated with embryonic development, organ formation, cancer, and fibrosis. Its activation can repair kidney damage during acute kidney injury (AKI) and accelerate the occurrence of renal fibrosis after chronic kidney disease (CKD). Interestingly, p53 has also been found as a key modulator in AKI and CKD in recent years. Meantime, some studies have found crosstalk between Wnt/β-catenin signaling pathways and p53, but more evidence is required on whether they have synergistic effects in renal disease progression. This article reviews the role and therapeutic targets of Wnt/β-catenin and p53 in AKI and CKD and proposes for the first time that Wnt/β-catenin and p53 have a synergistic effect in the treatment of renal injury.
7.Design,numerical simulation and experimental study of novel oxygenator
Ming-Hao YUE ; Shi-Yao ZHANG ; Ji-Nian LI ; Hui-Chao LIU ; Zi-Hua SU ; Ya-Wei WANG ; Zeng-Sheng CHEN ; Shi-Hang LIN ; Jin-Yu LI ; Ya-Ke CHENG ; Yong-Fei HU ; Cun-Ding JIA ; Ming-Zhou XU
Chinese Medical Equipment Journal 2024;45(3):23-28
Objective To design a novel oxygenator to solve the existing problems of extracorporeal membrane oxygenation(ECMO)machine in high transmembrane pressure difference,low efficiency of blood oxygen exchange and susceptibility to thrombosis.Methods The main body of the oxygenator vascular access flow field was gifted with a flat cylindrical shape.The topology of the vascular access was modeled in three dimensions,and the whole flow field was cut into a blood inlet section,an inlet buffer,a heat exchange zone,a blood oxygen exchange zone,an outlet buffer and a blood outlet section.The oxygenator was compared with Quadrox oxygenator by means of ANSYS FLUENT-based simulation and prototype experiments.Results Simulation calculations showed the oxygenator designed was comparable to the clinically used ones in general,and gained advantages in transmembrane pressure difference,blood oxygen exchange and flow uniformity.Experimental results indicated that the oxygenator behaved better than Quadrox oxygenator in transmembrane pressure difference and blood oxygen exchange.Conclusion The oxygenator has advantages in transmem-brane pressure difference,temperature change,blood oxygen ex-change and low probability of thrombosis.[Chinese Medical Equipment Journal,2024,45(3):23-28]
8.Effects of Acupuncture at Zusanli-Zhongwan Combined Matching Points on Gastric Mucosal Function,Oxidative Stress and Inflammatory Response in Rats with Exercise-Induced Stress Gastric Ulcer
Ya-Qin YANG ; Su-Hong LU ; Hua-Shan PAN ; Chun-Xiang JING ; Min-Yi LUO ; Chun LIN ; Jia-Zhou LI
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(9):2401-2409
Objective To observe the therapeutic effect and mechanism of acupuncture at Zusanli-Zhongwan combined matching points on rats with exercise-induced stress gastric ulcer.Methods Forty male SD rats were randomly divided into blank group,model group,acupuncture group and Omeprazole group,with 10 rats in each group.Except for the blank group,the rats in the other groups were used to construct the model of exercise stress gastric ulcer by daily exhaustive swimming.After successful modeling,the acupuncture group was intervened by acupuncture at Zusanli(ST36)and Zhongwan(RN12),once a day,10 minutes each time.Rats in the Omeprazole group were given Omeprazole Enteric-Coated Tablets distilled water suspension by gavage two hours before daily swimming.After continuous 7-day intervention,the overall state and behavior of rats were observed,the gastric mucosal injury index was calculated by Guth method,the pathological morphology of gastric mucosa was observed by hematoxylin-eosin(HE)staining,the contents of superoxide dismutase(SOD),glutathione peroxidase(GSH-PX)and malondialdehyde(MDA)in serum were correspondingly determined by WST-1 method,colorimetry and TBA method,respectively,enzyme-linked immunosorbent assay(ELISA)was used to detect the contents of gastrin(GAS),somatostatin(SS),tumor necrosis factor-α(TNF-α),interleukin-1 β(IL-1β),interleukin-6(IL-6)and interleukin-10(IL-10)in serum,the expression levels of epidermal growth factor receptor(EGFR),matrix metalloproteinase 3(MMP3),nuclear factor erythroid-related factor 2(NRF2),heme oxygenase 1(HO-1)and mitochondrial SOD2,TNF-α,IL-1β,IL-6 and IL-10 mRNA in gastric mucosa were detected by real-time fluorescence quantitative polymerase chain reaction(qPCR).Results Compared with the blank group,the body mass of rats in the model group was increased slowly,the activity distance and activity in the open field test were decreased,the gastric mucosal ulcer index was increased significantly,the gastric mucosal function indexes involving GAS level was increased and SS level was decreased in serum,the mRNA expression level of EGFR in gastric mucosa was decreased and the mRNA expression level of MMP3 in gastric mucosa was increased.The serum levels of antioxidant substances SOD and GSH-PX were decreased significantly,and the serum level of oxidation product MDA was increased significantly.The mRNA expression levels of antioxidant genes NRF2,HO-1 and SOD2 in gastric mucosa were significantly decreased.The serum contents and the gastric mucosa mRNA levels of inflammatory factors TNF-α,IL-1α,IL-6 were significantly increased,while the serum content and the gastric mucosa mRNA level of IL-10 were significantly decreased.The differences were statistically significant(P<0.05 or P<0.01 or P<0.001).HE staining showed obvious gastric mucosal injury.Compared with the model group,the above indexes in the acupuncture group and the Omeprazole group were significantly improved(P<0.05 or P<0.01 or P<0.001).HE staining showed that the gastric mucosal injury was significantly reduced.Conclusion Acupuncture at Zusanli-Zhongwan combined matching points can reduce the local oxidative stress and inflammatory response in rats with exercise-induced stress gastric ulcer,reduce gastric mucosal injury,improve the emotional state of rats,and maintain the overall vitality of rats.
9.Exploration on the Thoughts for Prevention and Treatment of Novel Coronavirus Infection with Traditional Chinese Medicine and Clinical Practice Based on the Latent Pathogen Theory
Wan-Yi HUANG ; Ya-Jing XUE ; Jie-Wen LIN ; Xin-Hua WANG
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(10):2576-2580
This article discussed the significance of latent pathogen theory in the understanding of pathogenesis and prevention and treatment of epidemic diseases such as novel coronavirus infection(COVID-19).Latent-qi is the cause of epidemic febrile disease,and it is also the yang-heat qi of human body.The stagnant yang-heat qi hidden in the body can induce the latent heat constitution.The latent heat constitution is particularly closely related to the development and progression of epidemic febrile disease,and is susceptible to the warm pathogen.The significance of the latent pathogen theory on the prevention and treatment of epidemic diseases such as COVID-19 with traditional Chinese medicine is as follows:abnormal climate is an important early warning and is the external condition for the development of epidemic diseases;latent pathogen is easily assimilated into the newly-attacked pathogenic factors for the assimilation of similar nature,and then injuries taiyin-spleen,which causes spleen deficiency and dampness accumulation and then results in latent dampness;preventing and treating epidemic diseases based on the latent pathogen theory is helpful for identifying the key syndromes,formulating the core regimen indicated for the pathogenesis,and cutting off the progression of the disease.Based on the latent pathogen theory,dampness-removing therapy for latent dampness is important for the prevention and early treatment of COVID-19,and our research group has developed a Chinese herbal formula of Wuzhi Fangguan Prescription(composed of Fici Simplicissimae Radix,Coicis Semen,Poria,Herba Polygoni Chinensis,Atractylodis Rhizoma,Pogostemonis Herba,and Glycyrrhizae Radix et Rhizoma)to prevent COVID-19 early by using a variety of dampness-removing methods such as drying dampness,resolving dampness,draining dampness,and invigorating spleen.The prescription is indicated for the prevention and early treatment of COVID-19.The mechanism of dampness-removing therapy is mainly related to the improvement of the disordered immune function and restoration of the body's resistance to diseases.
10.Exploration on the Essence of Spleen Function and Prospect of Research on Therapeutics and Formulas of Treatment from the Perspective of Spleen
Nai-Hua LIU ; Chuan-Quan LIN ; Yong GAO ; Ya-Fei SHI ; Meng-Lu ZHU ; Hua-Feng PAN
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(10):2608-2614
The core of theory of visceral manifestation of spleen is about'spleen in charge of transportation and transformation,spleen qi dispersing the essence'.Middle-jiao spleen-earth has the functions of digesting food and transporting food essence,and maintaining the homeostasis of glucose and lipid metabolism in the body.'Spleen in charge of transportation and transformation,spleen qi dispersing the essence'functions like the glucose and lipid metabolism at physiological state.The deficiency of spleen results in the dysfunction of food in-take and digestion and the susceptibility to external pathogens;qi deficiency and blood stasis lead to the interior damp-heat,and the long-term accumulation of damp-heat develops into stasis and then turns into toxins,which eventually induces inflammation-to-tumor transition.The pathogenesis of'spleen deficiency being the root cause and stasis blended with toxins'is correlated with the pathological changes of inflammation-to-tumor transition.The therapy of strengthening the spleen,dispersing essence and removing turbidity is effective on improving the disorder of glucose and lipid metabolism,and the therapy of strengthening the spleen,resolving stasis and removing toxin is effective on restraining the process of inflammation-to-tumor transition in the stomach.It has become a new direction in the field of spleen-stomach research to expound the scientific connotation of the essence of spleen function of'spleen in charge of transportation and transformation,spleen qi dispersing the essence'from the perspective of glucose and lipid metabolism,to focus on the inflammation-to-tumor transition process of major diseases of digestive system,to explore the evolution of the traditional Chinese medicine syndromes of inflammatory diseases and precancerous lesions of the digestive tract,and to reveal the pharmacological mechanism of treatment from the perspective of spleen,which will enrich the scientific connotation of theory of visceral manifestation of spleen and promote the modernization and internationalization of traditional Chinese medicine.

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