1.Study on image detection and target recognition based on traditional Chinese medicine
Tianchi MAO ; Xing SUN ; Jiayin ZHU ; An LIU ; Yang LI ; Jingang MA ; Cong GUO
Science of Traditional Chinese Medicine 2026;4(1):73-80
Background: Chinese herbal pieces are an essential component of traditional Chinese medicine. Accurate identification and classification of these materials are crucial in clinical practice. Objective: This study aims to enhance the recognition efficiency of Chinese herbal pieces using deep learning technology, while addressing the limitations of traditional manual classification methods in terms of both quality and efficiency. Methods: A comprehensive dataset containing 201 types of Chinese herbal pieces was established. Based on Real-time Detection Transformer (RT-DETR), we designed and integrated a Feature-focused Diffusion Network (FDN), resulting in an improved model termed RT-DETR-FDN. The proposed FDN includes a Feature-focus Module and a feature diffusion mechanism, enabling the model to capture more extensive feature information from Chinese herbal pieces and diffuse it across multiple detection scales. Results: Experimental results show that RT-DETR-FDN achieved a precision of 0.925, a recall of 0.943, and an mAP50-95 of 0.851. In addition, the model was compared with representative You Only Look Once series models commonly used in object detection. Compared with these models, RT-DETR-FDN achieved higher recognition accuracy while maintaining a lightweight architecture. Conclusion: This study integrates deep learning with traditional Chinese medicine, providing a more effective solution for the recognition of Chinese herbal pieces.
2.Roles and mechanism of bile acids and gut microbiota in primary biliary cholangitis
Mengyao WU ; Jiayin PAN ; Rong DING ; Jinyu LI ; Wenlin TAI
Journal of Clinical Hepatology 2026;42(4):957-964
Primary biliary cholangitis (PBC) is a cholestatic autoimmune liver disease characterized by the injury of small intrahepatic bile ducts, and at present, the pathogenesis of PBC remains unclear. Recent studies have shown that bile acid metabolism disorder and gut microbiota imbalance play a key role in the development and progression of PBC, and they form a complex and dynamic interaction network via the “gut-liver axis” and regulate core physiopathological processes such as immune response, metabolic homeostasis, and inflammatory response in a synergistic manner. This article systematically elaborates on the abnormal features of bile acid metabolism and gut microbiota in PBC, discusses their synergistic mechanisms in PBC, and then proposes a combined strategy of targeting bile acid receptors and modulating gut microbiota, in order to overcome the limitations of current treatment modalities and provide new insights and directions for the clinical management of PBC.
3.Effect of Highly Expressed lysophosphatidyllecithin acyltransferase 4 on Proliferation of Pancreatic Cancer
Haoming LU ; Jin HUANG ; Yixi WU ; Jiayin LU ; Zhenpei LI ; Xiuying XIONG ; Jiawen YE ; Xia YANG
Journal of Sun Yat-sen University(Medical Sciences) 2025;46(3):401-409
ObjectiveTo investigate the expression level of lysophosphatidyllecithin acyltransferase 4 (LPCAT4) in pancreatic cancer and its effect on the proliferation of pancreatic cancer cells. MethodsIn this study, the differentially expressed genes of patients with KRAS mutant and wild-type pancreatic cancer were analyzed by online database LinkedOmics. The LPCAT4 expression in pancreatic cancer tissues was analyzed online by the University of Alabama at Birmingham Cancer Data Analysis (UALCAN), Sangerbox and gene expression profile interaction analysis 2 (GEPIA2). Kaplan-Meier Plotter database was used to explore the correlation between LPCAT4 and the prognosis of patients with pancreatic cancer. The expression of LPCAT4 in human pancreatic cancer cells were detected by quantitative real-time PCR and Western blot analysis. LPCAT4 was knocked down in the high-expressing SW1990 cell line and overexpressed in the low-expressing MIA PaCa-2 cell line. The effects of LPCAT4 expression on cell proliferation were assessed using CCK-8 and EdU assays. STRING and GEPIA2 databases were used to obtain LPCAT4 binding and coexpressed genes in tumors, which were then analyzed by GO and KEGG. ResultsAnalysis of the LinkedOmics online database revealed a significant upregulation of LPCAT4 in patients with KRAS mutant pancreatic cancer compared to patients with KRAS wild-type pancreatic cancer. The online analysis of GEPIA2, UALCAN and Sangerbox 3.0 showed that the expression of LPCAT4 was higher in pancreatic cancer than in normal tissues. Analysis of the Kaplan-Meier Plotter database revealed that high LPCAT4 expression was associated with poorer prognosis in pancreatic cancer patients.Western blot and qPCR results showed that expression of LPCAT4 in pancreatic cancer cell lines was significantly higher than in normal pancreatic ductal epithelial cells. Knockdown of LPCAT4 in SW1990 cells inhibited proliferation, while overexpression in MIA PaCa-2 cells promoted proliferation. Enrichment analysis indicated that LPCAT4 was closely related to sulfur metabolism. ConclusionsLPCAT4 is highly expressed in pancreatic cancer and is associated with poor prognosis of patients. It plays a significant regulatory role in the proliferation of pancreatic cancer cells, with its expression level closely correlated with cell proliferation capacity. These findings reveal the critical role of LPCAT4 in the malignant progression of pancreatic cancer and provide important evidence for its potential as a therapeutic target.
4.Research progress in virulence factors of Mycobacterium tuberculosis
Mingrui SUN ; Jiayin XING ; Xiaotian LI ; Ren FANG ; Yang ZHANG ; Ningning SONG
Chinese Journal of Microbiology and Immunology 2025;45(8):693-700
Mycobacterium tuberculosis ( Mtb) is the causative agent of tuberculosis in humans and animals. Mtb invades the host′s lungs via airborne transmission, infects macrophages and causes tuberculosis. In some cases, the infection can spread to other tissues and organs. Despite the availability of several drugs for the treatment of tuberculosis, the emergence of multi-drug-resistant tuberculosis has led to high morbidity and mortality rates worldwide. Therefore, there is an urgent need for researchers to develop new anti-tuberculosis drugs that can treat tuberculosis more efficiently. Recent studies have shown that the virulence factors of Mtb play a crucial role in its pathogenicity. These factors primarily include secreted proteins, transcription factors, proteases, stress response proteins, metabolism-associated proteins, and cell-surface components. By evading the host′s immune surveillance through mechanisms such as anti-oxidative stress, regulating nutrient synthesis and metabolism, and modulating host cells apoptosis, Mtb is able to achieve long-term survival and spread with in the host. Understanding the mechanisms of Mtb virulence factors can provide new directions for targeted tuberculosis therapy. Therefore, knowledge of these virulence factors is essential for the development of new vaccines and anti-tuberculosis drugs. In this review, we summarize the latest research progress in the virulence factors of Mtb to provide a reference for targeted treatment of tuberculosis.
5.Administration of Psoralea corylifolia L. (Buguzhi) during pregnancy causes mild liver injury in mouse mothers and weaned offspring
Chenyue LIU ; Jingzhuo TIAN ; Yan YI ; Chunying LI ; Yong ZHAO ; Jiayin HAN ; Lianmei WANG ; Suyan LIU ; Yushi ZHANG ; Chen PAN ; Shasha QIN ; Jing MENG ; Sulakkana NOIPRASERT ; Aihua LIANG
Science of Traditional Chinese Medicine 2025;3(2):168-177
Background: Psoralea corylifolia L. (Buguzhi, BGZ), known for its efficacy in supporting pregnancy and preventing miscarriage, has been used in China for over 1000 years. Recently, BGZ has been identified as a potential cause of drug-induced liver injury. However, its safety during pregnancy remains unclear, which significantly hinders its routine clinical application. Objective: To investigate the effects of BGZ administration during pregnancy on the liver of mouse mothers and their weaned 21-day-old offspring. Methods: Mice were orally administered BGZ at doses of 2.5 and 10 g/kg during pregnancy, with BGZ withdrawal during the lactation period. Liver histopathology (hematoxylin-eosin staining), biochemical analysis, and evaluation of liver bile acid metabolism were performed after the lactation period. Results: BGZ administration at doses of 2.5 and 10 g/kg during pregnancy, followed by withdrawal during the lactation period, caused mild liver damage in both mothers and their 21-day-old offspring. Serum total bile acid (TBA) levels were elevated compared with those in the control group. Additionally, changes were observed in the levels and proportions of various bile acids (BAs) in the liver, suggesting mild effects on BA metabolism. Conclusion: BGZ administration during pregnancy caused mild liver damage and increased serum TBA levels in both mouse mothers and their 21-day-old offspring. This phenomenon may be associated with imbalanced BA metabolism in the liver. Based on the present study and the limited toxicological research on BGZ, pregnant women should avoid prolonged use of BGZ. If BGZ is administered during pregnancy, serum TBA levels should be monitored, and if elevated, BGZ should be discontinued.
6.High expression of apolipoprotein C1 promotes proliferation and inhibits apoptosis of papillary thyroid carcinoma cells by activating the JAK2/STAT3 signaling pathway.
Yu BIN ; Ziwen LI ; Suwei ZUO ; Sinuo SUN ; Min LI ; Jiayin SONG ; Xu LIN ; Gang XUE ; Jingfang WU
Journal of Southern Medical University 2025;45(2):359-370
OBJECTIVES:
To investigate the expression of apolipoprotein C1 (APOC1) in papillary thyroid carcinoma (PTC) and its effects on proliferation and apoptosis of PTC cells.
METHODS:
The expression level of APOC1 in PTC and its impact on prognosis were analyzed using GEPIA 2 and Kaplan-Meier databases. Immunohistochemistry (IHC) and Western blotting were used to detect the expression of APOC1 in PTC and adjacent tissues and in 3 PTC cell lines and normal thyroid Nthyori 3-1 cells. In TPC-1 and BCPAP cells, the effect of Lipofectamine 2000-mediated transfection with APOC1 siRNA or an APOC1-overexpressing plasmid on cell growth and colony formation ability were examined by observing the growth curves and using colony-forming assay. The changes in cell cycle and apoptosis of the transfected cells were analyzed with flow cytometry. RT-qPCR and Western blotting were used to detect the changes in expressions of P21, P27, CDK4, cyclin D1, Bcl-2, Bax, caspase-3 and caspase-9 and the key proteins in the JAK2/STAT3 signaling pathway.
RESULTS:
APOC1 expression was significantly higher in PTC tissues and the 3 PTC cell lines than in the adjacent tissues and Nthyori 3-1 cells, respectively. In TPC-1 and BCPAP cells, APOC1 knockdown obviously reduced cell proliferative activity, increased the percentage of G0/G1 phase cells, lowered the percentages of S and G2 phase cells, promoted cell apoptosis, and downregulated mRNA and protein expression levels of CDK4, cyclin D1 and Bcl-2 and the protein levels of p-JAK2 and p-STAT3. APOC1 overexpression in the cells produced the opposite effects on cell proliferation, apoptosis, cell cycle and the mRNA and protein expressions. The application of AG490, a JAK2 inhibitor, strongly attenuated APOC1 overexpression-induced activation of the JAK2/STAT3 signaling pathway in BCPAP cells.
CONCLUSIONS
APOC1 overexpression promotes proliferation and inhibits apoptosis of PTC cells possibly by activating the JAK2/STAT3 signaling pathway and accelerating cell cycle progression.
Humans
;
Apoptosis
;
Cell Proliferation
;
STAT3 Transcription Factor/metabolism*
;
Signal Transduction
;
Janus Kinase 2/metabolism*
;
Thyroid Neoplasms/pathology*
;
Thyroid Cancer, Papillary
;
Cell Line, Tumor
;
Carcinoma, Papillary
7.Expert consensus on the diagnosis and treatment of cemental tear.
Ye LIANG ; Hongrui LIU ; Chengjia XIE ; Yang YU ; Jinlong SHAO ; Chunxu LV ; Wenyan KANG ; Fuhua YAN ; Yaping PAN ; Faming CHEN ; Yan XU ; Zuomin WANG ; Yao SUN ; Ang LI ; Lili CHEN ; Qingxian LUAN ; Chuanjiang ZHAO ; Zhengguo CAO ; Yi LIU ; Jiang SUN ; Zhongchen SONG ; Lei ZHAO ; Li LIN ; Peihui DING ; Weilian SUN ; Jun WANG ; Jiang LIN ; Guangxun ZHU ; Qi ZHANG ; Lijun LUO ; Jiayin DENG ; Yihuai PAN ; Jin ZHAO ; Aimei SONG ; Hongmei GUO ; Jin ZHANG ; Pingping CUI ; Song GE ; Rui ZHANG ; Xiuyun REN ; Shengbin HUANG ; Xi WEI ; Lihong QIU ; Jing DENG ; Keqing PAN ; Dandan MA ; Hongyu ZHAO ; Dong CHEN ; Liangjun ZHONG ; Gang DING ; Wu CHEN ; Quanchen XU ; Xiaoyu SUN ; Lingqian DU ; Ling LI ; Yijia WANG ; Xiaoyuan LI ; Qiang CHEN ; Hui WANG ; Zheng ZHANG ; Mengmeng LIU ; Chengfei ZHANG ; Xuedong ZHOU ; Shaohua GE
International Journal of Oral Science 2025;17(1):61-61
Cemental tear is a rare and indetectable condition unless obvious clinical signs present with the involvement of surrounding periodontal and periapical tissues. Due to its clinical manifestations similar to common dental issues, such as vertical root fracture, primary endodontic diseases, and periodontal diseases, as well as the low awareness of cemental tear for clinicians, misdiagnosis often occurs. The critical principle for cemental tear treatment is to remove torn fragments, and overlooking fragments leads to futile therapy, which could deteriorate the conditions of the affected teeth. Therefore, accurate diagnosis and subsequent appropriate interventions are vital for managing cemental tear. Novel diagnostic tools, including cone-beam computed tomography (CBCT), microscopes, and enamel matrix derivatives, have improved early detection and management, enhancing tooth retention. The implementation of standardized diagnostic criteria and treatment protocols, combined with improved clinical awareness among dental professionals, serves to mitigate risks of diagnostic errors and suboptimal therapeutic interventions. This expert consensus reviewed the epidemiology, pathogenesis, potential predisposing factors, clinical manifestations, diagnosis, differential diagnosis, treatment, and prognosis of cemental tear, aiming to provide a clinical guideline and facilitate clinicians to have a better understanding of cemental tear.
Humans
;
Dental Cementum/injuries*
;
Consensus
;
Diagnosis, Differential
;
Cone-Beam Computed Tomography
;
Tooth Fractures/therapy*
8.Microbiome, metabolome, and transcriptome analyses in esophageal squamous cell carcinoma: insights into immune modulation by F. nucleatum.
Xue ZHANG ; Jing HAN ; Yudong WANG ; Li FENG ; Zhisong FAN ; Yu SU ; Wenya SONG ; Lan WANG ; Long WANG ; Hui JIN ; Jiayin LIU ; Dan LI ; Guiying LI ; Yan LIU ; Jing ZUO ; Zhiyu NI
Protein & Cell 2025;16(6):491-496
9.The application of nanomaterials in acute kidney injury
Jiayin LI ; Zanhua RONG ; Yulin KANG
International Journal of Pediatrics 2025;52(4):228-232
Acute kidney injury(AKI)is defined as a clinical syndrome characterized by a rapid decline in renal function over a short period.Oxidative stress,inflammatory responses,and apoptosis play crucial roles in the pathogenesis and progression of AKI.Although symptomatic treatment and renal replacement therapies are widely used in clinical practice,effective therapeutic interventions remain limited.With the rapid advancement of nanotechnology,nanomaterials have demonstrated better potential for application in disease prevention,diagnosis,and treatment.Owing to their unique size effects,tunable surface properties,and excellent biocompatibility,nanomaterials hold great value for targeted drug delivery,anti-inflammatory,and antioxidative therapies,offering new advances in the treatment strategies of kidney diseases.This article summarizes the diagnostic and therapeutic applications of nanomaterials in AKI.
10.Advances in the clinical diagnosis and management of childhood Bartter syndrome
International Journal of Pediatrics 2025;52(10):660-664
Bartter syndrome(BS)is a group of disorders caused by mutations in genes encoding ion transport proteins in the renal tubular epithelium,which leads to impaired salt reabsorption in the thick ascending limb of the loop of Henle. The common features include hypokalemia,metabolic alkalosis,hyperreninemia,and hyperaldosteronism,with normal or low blood pressure. In pediatric patients,BS often has an insidious onset and nonspecific clinical manifestations,making its diagnosis and differential diagnosis challenging. This review systematically elaborates the pathophysiological mechanisms,molecular genetic basis,clinical spectrum,diagnostic approaches,and key points for differential diagnosis of pediatric BS,as well as explores the application of gene sequencing in this disorder,aiming to provide clinicians with a clear framework for its diagnosis and management.

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