1.Strategies for Building an Artificial Intelligence-Empowered Trusted Federated Evidence-Based Analysis Platform for Spleen-Stomach Diseases in Traditional Chinese Medicine
Bin WANG ; Huiying ZHUANG ; Zhitao MAN ; Lifeng REN ; Chang HE ; Chen WU ; Xulei HU ; Xiaoxiao WEN ; Chenggong XIE ; Xudong TANG
Journal of Traditional Chinese Medicine 2026;67(1):95-102
This paper outlines the development of artificial intelligence (AI) and its applications in traditional Chinese medicine (TCM) research, and elucidates the roles and advantages of large language models, knowledge graphs, and natural language processing in advancing syndrome identification, prescription generation, and mechanism exploration. Using spleen-stomach diseases as an example, it demonstrates the empowering effects of AI in classical literature mining, precise clinical syndrome differentiation, efficacy and safety prediction, and intelligent education, highlighting an upgraded research paradigm that evolves from data-driven and knowledge-driven approaches to intelligence-driven models. To address challenges related to privacy protection and regulatory compliance in cross-institutional data collaboration, a "trusted federated evidence-based analysis platform for TCM spleen-stomach diseases" is proposed, integrating blockchain-based smart contracts, federated learning, and secure multi-party computation. The deep integration of AI with privacy-preserving computing is reshaping research and clinical practice in TCM spleen-stomach diseases, providing feasible pathways and a technical framework for building a high-quality, trustworthy TCM big-data ecosystem and achieving precision syndrome differentiation.
2.Effects of Cldn14 gene knockout on the formation of calcium oxalate stones in rats and its mechanism
Peiyue LUO ; Liying ZHENG ; Tao CHEN ; Jun ZOU ; Wei LI ; Qi CHEN ; Le CHENG ; Lifeng GAN ; Fangtao ZHANG ; Biao QIAN
Journal of Modern Urology 2025;30(2):168-173
Objective: To explore the effects of Cldn14 gene knockout on renal metabolism and stone formation in rats,so as to provide reference for research in the field of urinary calium metabolism and stone formation. Methods: Cldn14 gene knockout homozygous rats and wild-type rats of the same age were randomly divided into 4 groups:wild-type control (WC) group,wild-type ethylene glycol (WE) group,gene knockout control (KC) group and gene knockout ethylene glycol (KE) group,with 10 rats in each group.The WE and KE groups were induced with ethylene glycol + ammonium chloride to form kidney stones,while the WC and KC groups received normal saline gavage.After 4 weeks of standard maintenance feeding,the urine samples were collected to detect the venous blood.The kidneys were collected for HE,Pizzolatto's staining and transmission electron microscopy.The protein in renal tissues was extracted to detect the expressions of Claudin16 and Claudin19. Results: Crystal deposition was observed in the renal tubular lumen of the WE and the KE groups,and more crystals were detected in the KE group.The WE group had a large number of intracytoplasmic black crystalline inclusions observed in renal tubular epithelial cells under transmission electron microscope,followed by the KE and KC groups.Compared with WC and WE groups,KC and KE groups had significantly decreased serum calcium and magnesium levels but significantly increased urinary calcium level.In addition,the urinary calcium level was higher in the WE group than in the WC group and higher in the KE group than in the KC group.The KE group had lower level of Claudin16,but there was no significant difference in the level of Claudin19 among the 4 groups(P>0.05). Conclusion: Knockout of Cldn14 gene alone cannot effectively reduce urinary calcium excretion or reduce the risk of stone formation in rats,which may be related to the decrease of Claudin16 level.
4.Clinical research of tumor resection in the anterior space of the styloid process via transoral endoscopic parapterygomandibular ligament internal approach.
Yuxiao DU ; Lifeng LI ; Xiaohong CHEN
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(6):511-522
Objective:To evaluate the feasibility, safety and effects of tumor resection in the anterior space of the styloid process via transoral endoscopic medial parapterygomandibular ligament approach. Methods:This retrospective study included 24 patients who were diagnosed with tumors in the anterior space of the styloid process and treated with the transoral endoscopic medial parapterygomandibular ligament approach. Twenty-four patients who underwent surgery by traditional approach were selected on a 1∶1 ratio as control group. We compared the en bloc resection rate, the operation time, amount of blood loss, the postoperative pain VAS score, recurrence rate, length of hospital stay, complication rate between the two groups. Results:Among the 24 patients, pleomorphic adenoma was confirmed in 18 cases (75.0%), basal cell adenoma in 2 cases (8.3%), and neurilemmoma in 4 cases (16.7%). In the transoral endoscopic group, the en bloc resection rate was 91.7%, the maximum tumor diameter was (42.2±12.2) mm, the operative time was (117.9±29.8)min, the blood loss was (36.7±18.7) mL, the postoperative pain VAS score (1.5±0.7), no recurrence was observed, length of hospital stay was (10.8±2.9) d. Wound dehiscence occurred in one case in the transoral endoscopic group, and no other postoperative complication was observed. There were significant differences in the operation time, blood loss, the postoperative pain VAS score between the two groups, while no difference was found in gender, age, en bloc resection rate and length of hospital stay. Conclusion:The tumor resection in the anterior space of the styloid process via transoral endoscopic medial parapterygomandibular ligament approach was safe, minimally invasive and feasible.
Humans
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Male
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Female
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Retrospective Studies
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Middle Aged
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Adult
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Endoscopy/methods*
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Temporal Bone/surgery*
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Aged
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Young Adult
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Ligaments/surgery*
5.Suppression of LIF in tumor-associated macrophages contributing to the PD-1/PD-L1 blockade in hepatocellular carcinoma.
Shuangshuang YIN ; Yanming LUO ; Miaomiao JIANG ; Lifeng HAN ; Sibao CHEN ; Leilei FU ; Yuling QIU ; Haiyang YU
Journal of Pharmaceutical Analysis 2025;15(10):101286-101286
Image 1.
6.Xiaohuang Qudan decoction alleviates ANIT-induced cholestatic liver injury by inhibiting the JAK2/STAT3 pathway and regulating TH17/Treg.
Zhangkui TAN ; Lifeng CHEN ; Zhiqin YE ; Qiping LU
Chinese Journal of Natural Medicines (English Ed.) 2025;23(4):457-470
Xiaohuang Qudan decoction (XHQDD) is a classical traditional Chinese medicine (TCM) formula widely used in the treatment of cholestatic liver injury. Despite its widespread use, the protective mechanism of XHQDD against cholestatic liver injury remains incompletely understood. The aim of this study was to investigate whether XHQDD mediates its beneficial effects by inhibiting the Janus kinase 2 (JAK2)/signal transducer and activator of transcription 3 (STAT3) pathway and regulating TH17/Treg balance. To this end, the researchers used Sprague-Dawley (SD) rats and established a cholestatic liver injury model by oral administration of alpha-naphthylisothiocyanate (ANIT). The experimental group was divided into six groups: Control (CON), ANIT, ursodeoxycholic acid (UDCA), XHQDD-low dose (XHQDD-L) group, XHQDD-medium dose (XHQDD-M) group, and XHQDD-high dose (XHQDD-H) groups. Then, after 7 d of treatment, various tests were performed to verify the results. Firstly, XHQDD and its drug-containing serum were analyzed by ultra-high performance liquid chromatography-mass spectrometry/mass spectrometry (UPLC-MS/MS), and 14 blood-entry components were identified. Then, bile flow was monitored and found to be significantly reduced in the model group, which was significantly reversed in the UDCA and XHQDD groups. To further assess ANIT-induced liver injury, hematoxylin and eosin (H&E) and Sirius red staining, alongside transmission electron microscopy (TEM), were employed to observe liver tissues, revealing hepatocellular injury, cholestasis, and hepatic fibrotic changes. Serum inflammatory factors and liver injury indicators were assessed using enzyme-linked immunosorbent assay (ELISA), indicating an inflammatory state in ANIT-induced liver injury rats. The expression levels of JAK2/STAT3-related genes and proteins in liver and intestinal tissues were measured via quantitative reverse transcription polymerase chain reaction (qRT-PCR), immunohistochemistry, immunofluorescence (IF) staining, and Western blottting (WB) assays. These studies revealed that the inflammatory state of liver-injured rats was inextricably linked to the inflammatory cascade associated with the JAK2/STAT3 pathway and that XHQDD may exert anti-inflammatory efficacy by inhibiting the JAK2/STAT3 pathway. Flow cytometry was used to determine the percentage of T helper 17 (Th17)/regulatory T (Treg) cells in serum and hepatocytes, and it was further found that XHQDD was able to regulate Th17/Treg immune homeostasis in liver-injured rats. The findings suggest that XHQDD markedly alleviates inflammation in ANIT rats, potentially treating cholestasis and liver injury through JAK2/STAT3 inhibition and Th17/Treg balance regulation.
Animals
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STAT3 Transcription Factor/immunology*
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Janus Kinase 2/immunology*
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Drugs, Chinese Herbal/pharmacology*
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Rats, Sprague-Dawley
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1-Naphthylisothiocyanate/adverse effects*
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Male
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Rats
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Th17 Cells/immunology*
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Cholestasis/immunology*
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Signal Transduction/drug effects*
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T-Lymphocytes, Regulatory/immunology*
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Chemical and Drug Induced Liver Injury/immunology*
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Liver/drug effects*
7.Application value of compressed sensing contrast enhanced 3D fluid attenuated inversion recovery in the detection of tumor brain metastases
Lifeng LU ; Bitong TIAN ; Ting CHEN
Journal of Practical Radiology 2024;40(7):1184-1188
Objective To explore the application value of compressed sensing(CS)contrast enhanced 3D fluid attenuated inver-sion recovery(FLAIR)in the detection of tumor brain metastases.Methods Sixty patients with malignant tumors who underwent head MRI enhancement examination were selected.Routine plain scan and contrast enhanced 3D T1 WI were performed first,and CS 3D FLAIR scan was performed 5 min after contrast agent injection.The image quality were graded and the number of lesions were summarized by two senior radiologists.The contrast-to-noise ratio(CNR)of lesions greater than 5 mm was measured.SPSS 22.0 was used for Kruskal-Wallis(H),Mann-Whitney U rank sum and paired t-test analysis,and P<0.05 was significant difference.Results There were no significant differences in image quality among the 3 sequences(H=3.843,P=0.416).Among 121 brain metastases(n=32),there were 89 lesions detected by routine plain scan,103 lesions detected by contrast enhanced 3D T1WI,and 112 lesions detected by CS 3D FLAIR.Overall comparison of number of lesions with different sizes detected by three sequences was significant difference(H=88.421,P<0.05).There were statistically significant differences between CS 3D FLAIR and routine plain scan and contrast enhanced 3D T1 WI,respectively(P<0.05).Conclusion Contrast enhanced 3D FLAIR can better display tumor brain metastases and small metastases in brain parenchy-ma and improve the diagnostic accuracy of brain metastases.Combined with CS technology,it improves scanning speed,which has important clinical value for diagnosing and treat the malignancy.
8.Social isolation and its influencing factors among parents of children with autism spectrum disorder
Yao WEI ; Mengqi DUAN ; Miaoying CHEN ; Yan JI ; Yushen DAI ; Lifeng ZHANG
Chinese Journal of Practical Nursing 2024;40(34):2701-2710
Objective:To investigate the status quo and influencing factors of social isolation of parents of children with autism spectrum disorder in order to provide theoretical basis for clinical intervention measures.Methods:A total of 340 parents of children with autism spectrum disorder who visited the Children′s Developmental Behavior Center of Third Affiliated Hospital of Sun Yat sen University were selected by the convenience sampling method as research objects during July to November 2023. A cross-sectional survey was investigated by a general information questionnaire, General Alienation Scale, Social Avoidance and Distress Scale, Affiliate Stigma Scale, Family APGAR Index, Chinese Simplified Version of Social Support Scale, and Social Responsiveness Scale.Results:A total of 323 valid questionnaires were collected, including 235 mothers and 88 fathers; 33 individuals aged 25-29 years, 233 individuals aged 30-39 years, and 57 individuals aged 40-60 years. The subjective social isolation score of parents of children with autism spectrum disorder was 33.24 ± 4.92 and the objective social isolation score was 4.00(2.00,7.00). The results of multiple linear regression analysis showed that the subjective social isolation of parents of children with autism spectrum disorder was influenced by factors including self-assessed health status, whether they worked full-time or not, whether they were satisfied with the division of labor in the family caring for their children, affiliate stigma, family care, and social support (all P<0.05); and the objective social isolation of parents was influenced by factors including the severity of autism symptoms, self-assessed health status, affiliate stigma, and family care (all p<0.05). Conclusions:Parents of children with autism spectrum disorder had some degree of social isolation, and the level of subjective social isolation was higher than objective social isolation. Healthcare professionals should pay attention to parents of autistic children who have high levels of symptom severity, poor self-rated health, do not work full-time, and are dissatisfied with the division of labor in the family caring for their child, and take measures to reduce the affiliate stigma, and to increase the level of family care and social support, so as to improve the social isolation of parents of children with autism spectrum disorder.
9.Fully automatic AI segmentation of oral surgery-related tissues based on cone beam computed tomography images
Liu YU ; Xie RUI ; Wang LIFENG ; Liu HONGPENG ; Liu CHEN ; Zhao YIMIN ; Bai SHIZHU ; Liu WENYONG
International Journal of Oral Science 2024;16(3):413-424
Accurate segmentation of oral surgery-related tissues from cone beam computed tomography(CBCT)images can significantly accelerate treatment planning and improve surgical accuracy.In this paper,we propose a fully automated tissue segmentation system for dental implant surgery.Specifically,we propose an image preprocessing method based on data distribution histograms,which can adaptively process CBCT images with different parameters.Based on this,we use the bone segmentation network to obtain the segmentation results of alveolar bone,teeth,and maxillary sinus.We use the tooth and mandibular regions as the ROI regions of tooth segmentation and mandibular nerve tube segmentation to achieve the corresponding tasks.The tooth segmentation results can obtain the order information of the dentition.The corresponding experimental results show that our method can achieve higher segmentation accuracy and efficiency compared to existing methods.Its average Dice scores on the tooth,alveolar bone,maxillary sinus,and mandibular canal segmentation tasks were 96.5%,95.4%,93.6%,and 94.8%,respectively.These results demonstrate that it can accelerate the development of digital dentistry.
10.Molecular mechanism of naringin in prevention and treatment of osteoporosis
Wenchi WANG ; Ruiqi WU ; Jierong HUANG ; Lifeng ZHU ; Xianqin CUI ; Dongzong LI ; Wenhui CHEN ; Chunting LIN ; Wei CUI
Chinese Journal of Tissue Engineering Research 2024;28(34):5528-5535
BACKGROUND:Recent studies have shown that research on naringin anti-osteoporosis mostly stays in in vitro and in vivo experiments.Understanding the mechanism of related signaling pathways and the expression of related proteins and some specific genes is an important way to deeply understand naringin anti-osteoporosis.At present,traditional Chinese medicine has been confirmed to have a significant role in anti-osteoporosis.Naringin is one of the main active ingredients in Rhizoma Drynariae.Its effectiveness and mechanism of action against osteoporosis have been gradually recognized by scholars,and its clinical and basic research has been gradually emphasized. OBJECTIVE:To analyze and summarize the research progress of naringin in anti-osteoporosis in vitro and in vivo,thereby providing some ideas for the next step to study its related mechanism of action. METHODS:The relevant literatures included in CNKI and PubMed database were searched with the Chinese search terms of"naringin,osteoporosis,traditional Chinese medicine compound,pathogenesis,signaling pathway,bone marrow mesenchymal stem cells,osteoblasts,osteoclasts"in Chinese and English,respectively.The corresponding criteria were established according to the research needs,and finally 69 articles were included for review. RESULTS AND CONCLUSION:Naringin blocks the increase in the number of osteoclasts and adipocytes,the decrease in the number of osteocytes and osteocalcin(+)cells induced by fructose-rich diet,and promotes the secretion of Sema3A from osteoblasts and osteocytes,thereby enhancing local bone formation and inhibiting osteoclast production by activating the Wnt/β-catenin pathway.Naringin is an important way to induce autophagy of osteoblasts,but autophagy-related proteins participate in osteoblast differentiation and bone formation.Lack of autophagy in osteoblasts reduces mineralization and leads to an imbalance in the number of osteoblasts and osteoclasts,which results in bone loss and decreased bone density.The composite scaffold loaded with naringin can be used as a necessary carrier for bone defect repair and has excellent bone repair properties.Naringin can also accelerate the growth of new bone tissue by increasing the local contents of bone morphogenetic protein 2 and vascular endothelial growth factor.Naringin can regulate bone metabolism and inhibit oxidative stress via ERK,PI3K/Akt and Wnt signaling pathways to improve osteoporosis,which can play a good role in preventing and controlling the disease.However,the depth and breadth of the relevant research is insufficient.Based on the mechanism of the current study,we should investigate the specific mechanisms by which naringin regulates different pathways and inter-pathway interactions in the future,which will be beneficial to the multifaceted development of naringin used in the treatment of osteoporosis..

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