1.An interpretable machine learning modeling method for the effect of manual acupuncture manipulations on subcutaneous muscle tissue.
Wenqi ZHANG ; Yanan ZHANG ; Yan SHEN ; Chun SUN ; Jie CHEN ; Yuhe WEI ; Jian KANG ; Ziyi CHEN ; Jingqi YANG ; Jingwen YANG ; Chong SU
Chinese Acupuncture & Moxibustion 2025;45(10):1371-1382
OBJECTIVE:
To investigate the effect of manual acupuncture manipulations (MAMs) on subcutaneous muscle tissue, by developing quantitative models of "lifting and thrusting" and "twisting and rotating", based on machine learning techniques.
METHODS:
A depth camera was used to capture the acupuncture operator's hand movements during "lifting and thrusting" and "twisting and rotating" of needle. Simultaneously, the ultrasound imaging was employed to record the muscle tissue responses of the participants. Amplitude and angular features were extracted from the movement data of operators, and muscle fascicle slope features were derived from the data of ultrasound images. The dynamic time warping barycenter averaging algorithm was adopted to align the dual-source data. Various machine learning techniques were applied to build quantitative models, and the performance of each model was compared. The most optimal model was further analyzed for its interpretability.
RESULTS:
Among the quantitative models built for the two types of MAMs, the random forest model demonstrated the best performance. For the quantitative model of the "lifting and thrusting" technique, the coefficient of determination (R2) was 0.825. For the "twisting and rotating" technique, R2 reached 0.872.
CONCLUSION
Machine learning can be used to effectively develop the models and quantify the effects of MAMs on subcutaneous muscle tissue. It provides a new perspective to understand the mechanism of acupuncture therapy and lays a foundation for optimizing acupuncture technology and designing personalized treatment regimen in the future.
Humans
;
Acupuncture Therapy/methods*
;
Machine Learning
;
Male
;
Adult
;
Female
;
Subcutaneous Tissue/diagnostic imaging*
;
Young Adult
2.CAR-based cell therapies for systemic lupus erythematosus.
Yiyang WANG ; Liangjing LU ; Shuang YE ; Qiong FU
Chinese Medical Journal 2025;138(5):523-530
The remarkable efficacy of chimeric antigen receptor (CAR) T cell therapy in hematological malignancies has provided a solid basis for the therapeutic concept, wherein specific pathogenic cell populations can be eradicated by means of targeted recognition. During the past few years, CAR-based cell therapies have been extensively investigated in preclinical and clinical research across various non-tumor diseases, with particular emphasis in the treatment of autoimmune diseases (ADs), yielding significant advancements. The recent deployment of CD19-directed CAR T cells has induced long-lasting, drug-free remission in patients with systemic lupus erythematosus (SLE) and other systemic ADs, alongside a more profound immune reconstruction of B cell repertoire compared with conventional immunosuppressive agents and B cell-targeting biologics. Despite the initial success achieved by CAR T cell therapy, it is critical to acknowledge the divergences in its application between cancer and ADs. Through examining recent clinical studies and ongoing research, we highlight the transformative potential of this therapeutic approach in the treatment of SLE, while also addressing the challenges and future directions necessary to enhance the long-term efficacy and safety of CAR-based cell therapies in clinical practice.
Humans
;
Lupus Erythematosus, Systemic/immunology*
;
Receptors, Chimeric Antigen/metabolism*
;
Immunotherapy, Adoptive/methods*
;
Cell- and Tissue-Based Therapy/methods*
;
Animals
;
T-Lymphocytes/immunology*
3.Research progress of bioactive scaffolds in repair and regeneration of osteoporotic bone defects.
Yuangang WU ; Kaibo SUN ; Yi ZENG ; Bin SHEN
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(1):100-105
OBJECTIVE:
To summarize the research progress of bioactive scaffolds in the repair and regeneration of osteoporotic bone defects.
METHODS:
Recent literature on bioactive scaffolds for the repair of osteoporotic bone defects was reviewed to summarize various types of bioactive scaffolds and their associated repair methods.
RESULTS:
The application of bioactive scaffolds provides a new idea for the repair and regeneration of osteoporotic bone defects. For example, calcium phosphate ceramics scaffolds, hydrogel scaffolds, three-dimensional (3D)-printed biological scaffolds, metal scaffolds, as well as polymer material scaffolds and bone organoids, have all demonstrated good bone repair-promoting effects. However, in the pathological bone microenvironment of osteoporosis, the function of single-material scaffolds to promote bone regeneration is insufficient. Therefore, the design of bioactive scaffolds must consider multiple factors, including material biocompatibility, mechanical properties, bioactivity, bone conductivity, and osteogenic induction. Furthermore, physical and chemical surface modifications, along with advanced biotechnological approaches, can help to improve the osteogenic microenvironment and promote the differentiation of bone cells.
CONCLUSION
With advancements in technology, the synergistic application of 3D bioprinting, bone organoids technologies, and advanced biotechnologies holds promise for providing more efficient bioactive scaffolds for the repair and regeneration of osteoporotic bone defects.
Humans
;
Tissue Scaffolds/chemistry*
;
Bone Regeneration
;
Osteoporosis/therapy*
;
Tissue Engineering/methods*
;
Biocompatible Materials/chemistry*
;
Printing, Three-Dimensional
;
Calcium Phosphates/chemistry*
;
Osteogenesis
;
Ceramics
;
Cell Differentiation
;
Hydrogels
;
Bioprinting
;
Bone and Bones
4.Research progress on silk fibroin-nerve guidance conduits for peripheral nerve injury repair.
Fan DONG ; Yining WANG ; Zixiang WU ; Quanchang TAN
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(6):777-782
OBJECTIVE:
To review the research progress on silk fibroin (SF)-nerve guidance conduits (NGCs) for peripheral nerve injury (PNI) repair.
METHODS:
To review the recent literature on PNI and SF-NGCs, expound the concepts and treatment strategies of PNI, and summarize the construction of SF-NGCs and its application in PNI repair.
RESULTS:
Autologous nerve transplantation remains the "gold standard" for treating severe PNI. However, it's clinical applications are constrained by the limitations of limited donors and donor area damage. Natural SF exhibits good biocompatibility, low immunogenicity, and excellent physicochemical properties, making it an ideal candidate for the construction of NGCs. SF-NGCs constructed using different technologies have been found to have better biocompatibility and bioactivity. Their configurations can facilitate nerve regeneration by enhancing regenerative guidance and axonal extension. Besides, the adhesion, proliferation and differentiation of neurons and Schwann cells related to PNI repair can be effectively promote by NGCs. This accelerates the speed of nerve regeneration and improves the efficiency of repair. In addition, SF-NGCs can be used as regenerative scaffolds to provide biological templates for nerve repair.
CONCLUSION
The biodegradable natural SF has been extensively studied and demonstrated promising application prospects in the field of NGCs. It might be an effective and viable alternative to the "gold standard" for PNI treatment.
Fibroins/chemistry*
;
Peripheral Nerve Injuries/therapy*
;
Nerve Regeneration
;
Tissue Scaffolds/chemistry*
;
Humans
;
Guided Tissue Regeneration/methods*
;
Biocompatible Materials
;
Animals
;
Tissue Engineering/methods*
;
Schwann Cells/cytology*
;
Peripheral Nerves
;
Neurons/cytology*
5.Research progress of hydrogel-based growth factors for treatment of intervertebral disc degeneration.
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(11):1491-1497
OBJECTIVE:
To summarize recent research progress in hydrogel-based growth factors for treatment of intervertebral disc degeneration (IDD).
METHODS:
The relevant literature on hydrogel-based growth factors for IDD treatment at home and abroad was extensively reviewed, and their advantages and therapeutic effects in repairing IDD were analyzed and summarized.
RESULTS:
Hydrogels exhibit high hydration, biocompatibility, and biodegradability, enabling targeted delivery and sustained release of growth factors such as growth differentiation factors and transforming growth factors. This facilitates enhanced efficacy in promoting cell proliferation, extracellular matrix synthesis, and reducing inflammatory responses. Consequently, hydrogels demonstrate broad application prospects in the repair of IDD.
CONCLUSION
Research on hydrogel-based growth factors for treating IDD demonstrates advantages such as avoiding disc damage caused by repeated injections and controlling growth factor release concentrations. However, drawbacks include the limited variety of loaded growth factors and the need to verify the long-term stability and biocompatibility of hydrogels. Therefore, further research is required on aspects such as the types of loaded growth factors and the long-term stability and biocompatibility of hydrogels to establish an experimental foundation for their clinical application.
Intervertebral Disc Degeneration/therapy*
;
Hydrogels/chemistry*
;
Humans
;
Intercellular Signaling Peptides and Proteins/administration & dosage*
;
Biocompatible Materials/chemistry*
;
Animals
;
Tissue Engineering/methods*
;
Cell Proliferation/drug effects*
;
Drug Delivery Systems
6.Establishment and application of key technologies for periodontal tissue regeneration based on microenvironment and stem cell regulation.
Baojin MA ; Jianhua LI ; Yuanhua SANG ; Yang YU ; Jichuan QIU ; Jinlong SHAO ; Kai LI ; Shiyue LIU ; Mi DU ; Lingling SHANG ; Shaohua GE
Journal of Peking University(Health Sciences) 2025;57(5):841-846
The prevalence of periodontitis in China is as high as 74.2%, making it the leading cause of tooth loss in adults and severely impacting both oral and overall health. The treatment of periodontitis and periodontal tissue regeneration are global challenges of significant concern. GE Shaohua' s group at School and Hospital of Stomatology, Shandong University has focused on the key scientific issue of "remodeling the periodontal inflammatory microenvironment and optimizing tissue repair and regeneration". They have elucidated the mechanisms underlying the persistence of periodontitis, developed bioactive materials to enhance stem cell regenerative properties, and constructed a series of guided tissue regeneration barrier membranes to promote periodontal tissue repair, leading to the establishment of a comprehensive technology system for the treatment of periodontitis. Specific achievements and progress include: (1) Elucidating the mechanism by which key periodontal pathogens evade antimicrobial autophagy, leading to inflammatory damage; developing intelligent antimicrobial hydrogels and nanosystems, and creating metal-polyphenol network microsphere capsules to reshape the periodontal inflammatory microenvironment; (2) Explaining the mechanisms by which nanomaterial structures and electroactive interfaces regulate stem cell behavior, developing optimized nanostructures and electroactive biomaterials, thereby effectively enhancing the regenerative repair capabilities of stem cells; (3) Creating a series of biphasic heterogeneous barrier membranes, refining guided tissue regeneration and in situ tissue engineering techniques, stimulating the body' s intrinsic repair potential, and synergistically promoting the structural regeneration and functional reconstruction of periodontal tissues. The research outcomes of the group have innovated the fundamental theories of periodontal tissue regeneration, broken through foreign technological barriers and patent blockades, established a cascade repair strategy for periodontal regeneration, and enhanced China' s core competitiveness in the field of periodontal tissue regeneration.
Humans
;
Stem Cells/physiology*
;
Periodontitis/therapy*
;
Guided Tissue Regeneration, Periodontal/methods*
;
Regeneration
;
Biocompatible Materials
;
Tissue Engineering/methods*
7.Advances in gene and cellular therapeutic approaches for Huntington's disease.
Xuejiao PIAO ; Dan LI ; Hui LIU ; Qing GUO ; Yang YU
Protein & Cell 2025;16(5):307-337
Huntington's disease (HD) is an inherited neurodegenerative disorder caused by the abnormal expansion of CAG trinucleotide repeats in the Huntingtin gene (HTT) located on chromosome 4. It is transmitted in an autosomal dominant manner and is characterized by motor dysfunction, cognitive decline, and emotional disturbances. To date, there are no curative treatments for HD have been developed; current therapeutic approaches focus on symptom relief and comprehensive care through coordinated pharmacological and nonpharmacological methods to manage the diverse phenotypes of the disease. International clinical guidelines for the treatment of HD are continually being revised in an effort to enhance care within a multidisciplinary framework. Additionally, innovative gene and cell therapy strategies are being actively researched and developed to address the complexities of the disorder and improve treatment outcomes. This review endeavours to elucidate the current and emerging gene and cell therapy strategies for HD, offering a detailed insight into the complexities of the disorder and looking forward to future treatment paradigms. Considering the complexity of the underlying mechanisms driving HD, a synergistic treatment strategy that integrates various factors-such as distinct cell types, epigenetic patterns, genetic components, and methods to improve the cerebral microenvironment-may significantly enhance therapeutic outcomes. In the future, we eagerly anticipate ongoing innovations in interdisciplinary research that will bring profound advancements and refinements in the treatment of HD.
Huntington Disease/pathology*
;
Humans
;
Genetic Therapy/methods*
;
Animals
;
Huntingtin Protein/genetics*
;
Cell- and Tissue-Based Therapy/methods*
8.Intrapleural fibrinolytic therapy for pleural infections: Outcomes from a cohort study.
Glenn Khai Wern YONG ; Jonathan Jia Jun WONG ; Xiaoe ZHANG ; Carmen Pei Sze TAN ; Xiao Na WANG ; Poh Seo QUEK ; Kim Hoong YAP
Annals of the Academy of Medicine, Singapore 2024;53(12):724-733
INTRODUCTION:
Pleural infections are a significant cause of mortality. Intrapleural fibrinolytic therapy (IPFT) utilising alteplase and dornase is a treatment option for patients unsuitable for surgery. The optimal dose of alteplase is unknown, and factors affecting treatment success in an Asian population are unclear. We sought to determine the factors affecting treatment success in Tan Tock Seng Hospital, Singapore and evaluate the efficacy of lower doses of IPFT.
METHOD:
A retrospective analysis of patients with pleural infections treated with IPFT between July 2016 and November 2023 was performed. Treatment success was defined as survival without surgery at 3 months. Data, including patient demographics; comorbidities; RAPID (renal, age, purulence, infection source and dietary factor) scores; and radiological characteristics, were extracted from medical records and analysed. Linear mixed effects model and logistic regression were performed to determine factors affecting treatment success.
RESULTS:
A total of 131 cases were analysed. Of these, 51 (38.9%) reported positive pleural fluid culture, and the most common organism was Streptoccocus anginosus. Mean age was 65 years (standard deviation [SD] 15.5). Mean time from chest tube insertion to first dose of IPFT was 10.2 days (SD 11.5). Median starting dose of alteplase was 5 mg. Treatment success was reported in 112 cases (85.5%). There were no significant differences between the alteplase dose and radiological clearance. Patient age (odds ratio [OR] 0.94, confidence interval [CI] 0.89-0.98) and interval between chest tube insertion to first dose (OR 0.95, CI 0.91-0.99) were statistically significant variables for the treatment success.
CONCLUSION
Lower starting doses of alteplase remain effective in the treatment of pleural infection. Early IPFT may result in better outcomes.
Humans
;
Tissue Plasminogen Activator/therapeutic use*
;
Retrospective Studies
;
Aged
;
Fibrinolytic Agents/therapeutic use*
;
Male
;
Female
;
Middle Aged
;
Thrombolytic Therapy/methods*
;
Treatment Outcome
;
Singapore
;
Pleural Effusion/drug therapy*
;
Pleural Diseases/drug therapy*
;
Cohort Studies
;
Chest Tubes
;
Deoxyribonuclease I
;
Recombinant Proteins
9.Cell therapy for end-stage liver disease: Current state and clinical challenge.
Lin ZHANG ; Yuntian DENG ; Xue BAI ; Xiao WEI ; Yushuang REN ; Shuang CHEN ; Hongxin DENG
Chinese Medical Journal 2024;137(23):2808-2820
Liver disease involves a complex interplay of pathological processes, including inflammation, hepatocyte necrosis, and fibrosis. End-stage liver disease (ESLD), such as liver failure and decompensated cirrhosis, has a high mortality rate, and liver transplantation is the only effective treatment. However, to overcome problems such as the shortage of donor livers and complications related to immunosuppression, there is an urgent need for new treatment strategies that need to be developed for patients with ESLD. For instance, hepatocytes derived from donor livers or stem cells can be engrafted and multiplied in the liver, substituting the host hepatocytes and rebuilding the liver parenchyma. Stem cell therapy, especially mesenchymal stem cell therapy, has been widely proved to restore liver function and alleviate liver injury in patients with severe liver disease, which has contributed to the clinical application of cell therapy. In this review, we discussed the types of cells used to treat ESLD and their therapeutic mechanisms. We also summarized the progress of clinical trials around the world and provided a perspective on cell therapy.
Humans
;
Cell- and Tissue-Based Therapy/methods*
;
End Stage Liver Disease/therapy*
;
Hepatocytes
;
Mesenchymal Stem Cell Transplantation
;
Stem Cell Transplantation
10.Progress in Research and Application of CAR-T Cell Therapy in T-Lymphocyte Tumors --Review.
Journal of Experimental Hematology 2023;31(6):1894-1898
T-lymphocyte tumors are a group of diseases containing various types of lymphatic system tumors, with strong heterogeneity and poor clinical outcomes. Chimeric antigen receptor T (CAR-T) cell therapy, as a new immune cell therapy, has made a breakthrough in the field of B-lymphocyte tumors. People are interested in the application prospect of this technique in the field of T-lymphocyte tumors. Some studies have shown that CAR-T cell therapy has made some progress in the treatment of T-lymphocyte tumors, and CAR-T for some targets has entered the stage of clinical trials. However, due to the characteristics of T cells, there are also many challenges. This article reviews the research and application of CAR-T cell therapy in T-lymphocyte tumors.
Humans
;
T-Lymphocytes
;
Receptors, Chimeric Antigen/metabolism*
;
Neoplasms/metabolism*
;
Immunotherapy, Adoptive/methods*
;
Cell- and Tissue-Based Therapy

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