1.Evaluation and Regulation of Medical Artificial Intelligence Applications in China.
Mao YOU ; Yue XIAO ; Han YAO ; Xue-Qing TIAN ; Li-Wei SHI ; Ying-Peng QIU
Chinese Medical Sciences Journal 2025;40(1):3-8
Amid the global wave of digital economy, China's medical artificial intelligence applications are rapidly advancing through technological innovation and policy support, while facing multifaceted evaluation and regulatory challenges. The dynamic algorithm evolution undermines the consistency of assessment criteria, multimodal systems lack unified evaluation metrics, and conflicts persist between data sharing and privacy protection. To address these issues, the China National Health Development Research Center has established a value assessment framework for artificial intelligence medical technologies, formulated the country's first technical guideline for clinical evaluation, and validated their practicality through scenario-based pilot studies. Furthermore, this paper proposes introducing a "regulatory sandbox" model to test technical compliance in controlled environments, thereby balancing innovation incentives with risk governance.
Artificial Intelligence/legislation & jurisprudence*
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China
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Humans
;
Algorithms
2.A Health Economic Evaluation of an Artificial Intelligence-assisted Prescription Review System in a Real-world Setting in China.
Di WU ; Ying Peng QIU ; Li Wei SHI ; Ke Jun LIU ; Xue Qing TIAN ; Ping REN ; Mao YOU ; Jun Rui PEI ; Wen Qi FU ; Yue XIAO
Biomedical and Environmental Sciences 2025;38(3):385-388
3.C-X3-C motif chemokine ligand 1/C-X3-C motif chemokine receptor 1 pathway in the recovery of memory function in hemorrhagic shock/resuscitation rats
Xiao-Jun WU ; Ri-Xing WANG ; Fang-Chong LIN ; You-Kai LÜ ; Qi-Tao FENG ; Tian-Qi YUN
Acta Anatomica Sinica 2024;55(2):158-166
Objective To investigate the effect of microglia activation regulated by C-X3-C motif chemokine ligand 1(CX3CL1)-C-X3-C motif chemokine receptor 1(CX3CR1)pathway on memory function in hemorrhagic shock/resuscitation rats.Methods The experiment was divided into two parts.In the first part,the rats were randomly divided into sham group,model-0.5 hour group,model-1.5 hour group,model-3 hour group,10 rats in each group.There were differences in the time of hemorrhagic shock among each group.In the second part,rats were randomly divided into control group and CX3CL1 group,10 rats in each group.The rats in CX3CL1 group were treated with CX3CL1 protein factor(intraventricular injection),and the rats in control group were treated with saline.All rats were trained in Morris water maze experiments before model construction,and tests of Morris water maze experiments were carried out after 4 days of model construction.After completion,the whole brains were taken for HE staining and immunohistochemical staining.Cerebrospinal fluid was taken for detection of inflammatory cytokines,and hippocampus tissues were taken for Real-time PCR detection and Western blotting detection.Results Compared with the sham group,the escape latency of rats in model group increased,the number of platform crossings and the resident time in the third quadrant decreased.The neuronal state was impaired in HE staining in model group.In addition,compared with the sham group,the expression of ionized calcium binding adaptor molecule-1(Iba1)in the brain of the rats in model group increased,the contents of tumor necrosis factor-α(TNF-α)and interleukin(IL)-6 in the cerebrospinal fluid increased,and the M1-type microglia markers CD16,TNF-α,IL-1β and inducible nitric oxide synthase(iNOS)mRNA content increased.At the same time,compared with the sham group,the expressions of CX3CL1 and CX3CR1 in the brain of model group decreased,and the expressions of phosphorylated nuclear factor-κB(p-NF-κB)and nucleotide binding oligomerization domain(NOD)-like receptor protein 3(NLRP3)increased.However,compared with the control group,rats in CX3CL1 group had reduced escape latency,increased platform crossing times and quadrantⅢresident time,and recovered neuronal states.In addition,the expression of Iba1 in the brain of CX3CL1 group decreased,the contents of TNF-α and IL-6 in the cerebrospinal fluid decreased,the mRNA contents of M1-type microglia markers like CD16,TNF-α,IL-1β and iNOS decreased,and the mRNA contents of markers of M2-type microglia glial like CD206,transforming growth factor-β(TGF-β),arginase-1(Arg1),Chitinase 3-like protein 1(Ym 1)increased.Conclusion CX3CL1 can help inhibit the excessive activation of microglia,induce the polarization of microglia to M2 type,inhibit the polarization of M1 type,reduce the release of inflammatory cytokines,and alleviate the memory function damage induced by hemorrhagic shock/resuscitation.
4.Therapeutic effect of subretinal injection of alteplase plus Conbercept for acute submacular hemorrhage secondary to polypoid choroidal vasculopathy
Ziqing MAO ; Xiao YU ; Xifeng TIAN ; Huimin FAN ; Zhiping CHEN ; Yuling ZOU ; Zhipeng YOU
Chinese Journal of Ocular Fundus Diseases 2024;40(2):129-135
Objective:To observe the efficacy and safety of vitrectomy combined with subretinal injection of alteplase (tPA) and intravitreal injection of Conbercept in the treatment of large area submacular hemorrhage (SMH) secondary to polypoidal choroidal vasculopathy (PCV).Methods:A retrospective clinical study. From January to September 2021, 32 eyes of 32 patients with massive SMH secondary to PCV diagnosed in the Affiliated Eye Hospital of Nanchang University were included in the study. Large SMH was defined as hemorrhage diameter ≥4 optic disc diameter (DD). There were 32 patients (32 eyes), 20 males and 12 females. The mean age was (72.36±8.62) years. All patients had unilateral disease.The duration from onset of symptoms to treatment was (7.21±3.36) days. All patients underwent best corrected visual acuity (BCVA) and optical coherence tomography (OCT) examination. BCVA examination was performed using the international standard visual acuity chart, which was converted to the logarithm of the minimum angle of resolution (logMAR) visual acuity during statistics. The central macular thickness (CMT) was measured by spectral domain-OCT. The average size of SMH was (6.82±1.53) DD. The logMAR BCVA 1.73±0.44; CMT was (727.96±236.40) μm. All patients were treated with 23G pars plana vitrectomy combined with subretinal injection of tPA and intravitreal injection of Conbercept. At 1, 3, 6 and 12 months after treatment, the same equipment and methods were used for relevant examinations before treatment. The changes of BCVA and CMT, the clearance rate of macular hemorrhage, and the complications during and after surgery were observed. BCVA and CMT before and after treatment were compared by repeated measures analysis of variance.Results:Compared with before treatment, BCVA gradually increased at 1, 3, 6 and 12 months after treatment, and the differences were statistically significant ( F=77.402, P<0.001). There was no significant difference in BCVA between any two groups at different time points after treatment ( P>0.05). Correlation analysis showed that BCVA at 12 months after treatment was negatively correlated with the course of disease ( r=-0.053, P=0.774). One week after treatment, macular hemorrhage was completely cleared in 30 eyes (93.75%, 30/32). The CMT was (458.56±246.21), (356.18±261.46), (345.82±212.38) and (334.64±165.54) μm at 1, 3, 6 and 12 months after treatment, respectively. Compared with before treatment, CMT decreased gradually after treatment, and the difference was statistically significant ( F=112.480, P<0.001). There were statistically significant differences in different follow-up time before and after treatment ( P<0.001). The number of treatments combined with Conbercept during and after surgery was (4.2±1.8) times. At the last follow-up, there was no recurrence of SMH, retinal interlamellar effusion and other complications. Conclusion:Subretinal injection of tPA combined with intravitreal injection of Conbercept is safe and effective in the treatment of large SMH secondary to PCV, and it can significantly improve the visual acuity of patients.
5.Data-independent Acquisition-Based Quantitative Proteomic Analysis Reveals Potential Salivary Biomarkers of Primary Sj?gren's Syndrome
Tian YI-CHAO ; Guo CHUN-LAN ; Li ZHEN ; You XIN ; Liu XIAO-YAN ; Su JIN-MEI ; Zhao SI-JIA ; Mu YUE ; Sun WEI ; Li QIAN
Chinese Medical Sciences Journal 2024;39(1):19-28,中插3
Objective As primary Sj?gren's syndrome(pSS)primarily affects the salivary glands,saliva can serve as an indicator of the glands'pathophysiology and the disease's status.This study aims to illustrate the salivary proteomic profiles of pSS patients and identify potential candidate biomarkers for diagnosis. Methods The discovery set contained 49 samples(24 from pSS and 25 from age-and gender-matched healthy controls[HCs])and the validation set included 25 samples(12 from pSS and 13 from HCs).Totally 36 pSS patients and 38 HCs were centrally randomized into the discovery set or to the validation set at a 2:1 ratio.Unstimulated whole saliva samples from pSS patients and HCs were analyzed using a data-independent acquisition(DIA)strategy on a 2D LC-HRMS/MS platform to reveal differential proteins.The crucial proteins were verified using DIA analysis and annotated using gene ontology(GO)and International Pharmaceutical Abstracts(IPA)analysis.A prediction model for SS was established using random forests. Results A total of 1,963 proteins were discovered,and 136 proteins exhibited differential representation in pSS patients.The bioinformatic research indicated that these proteins were primarily linked to immunological functions,metabolism,and inflammation.A panel of 19 protein biomarkers was identified by ranking order based on P-value and random forest algorichm,and was validated as the predictive biomarkers exhibiting good performance with area under the curve(AUC)of 0.817 for discovery set and 0.882 for validation set. Conclusions The candidate protein panel discovered may aid in pSS diagnosis.Salivary proteomic analysis is a promising non-invasive method for prognostic evaluation and early and precise treatments for pSS patients.DIA offers the best time efficiency and data dependability and may be a suitable option for future research on the salivary proteome.
6.Dawn of CAR-T cell therapy in autoimmune diseases
Yuxin LIU ; Minghao DONG ; Yunhui CHU ; Luoqi ZHOU ; Yunfan YOU ; Xiaowei PANG ; Sheng YANG ; Luyang ZHANG ; Lian CHEN ; Lifang ZHU ; Jun XIAO ; Wei WANG ; Chuan QIN ; Daishi TIAN
Chinese Medical Journal 2024;137(10):1140-1150
Chimeric antigen receptor (CAR)-T cell therapy has achieved remarkable success in the treatment of hematological malignancies. Based on the immunomodulatory capability of CAR-T cells, efforts have turned toward exploring their potential in treating autoimmune diseases. Bibliometric analysis of 210 records from 128 academic journals published by 372 institutions in 40 countries/regions indicates a growing number of publications on CAR-T therapy for autoimmune diseases, covering a range of subtypes such as systemic lupus erythematosus, multiple sclerosis, among others. CAR-T therapy holds promise in mitigating several shortcomings, including the indiscriminate suppression of the immune system by traditional immunosuppressants, and non-sustaining therapeutic levels of monoclonal antibodies due to inherent pharmacokinetic constraints. By persisting and proliferating in vivo, CAR-T cells can offer a tailored and precise therapeutics. This paper reviewed preclinical experiments and clinical trials involving CAR-T and CAR-related therapies in various autoimmune diseases, incorporating innovations well-studied in the field of hematological tumors, aiming to explore a safe and effective therapeutic option for relapsed/refractory autoimmune diseases.
7.Treatment outcome of laparoscopic partial nephrectomy in patients with renal tumors of moderate to high complexity.
Min QIU ; You Long ZONG ; Bin Shuai WANG ; Bin YANG ; Chu Xiao XU ; Zheng Hui SUN ; Min LU ; Lei ZHAO ; Jian LU ; Cheng LIU ; Xiao Jun TIAN ; Lu Lin MA
Journal of Peking University(Health Sciences) 2023;55(5):833-837
OBJECTIVE:
To investigate the treatment outcome of laparoscopic partial nephrectomy in the patients with renal tumors of moderate to high complexity (R.E.N.A.L. score 7-10).
METHODS:
In the study, 186 patients with a renal score of 7-10 renal tumors who underwent laparoscopic partial nephrectomy in Peking University Third Hospital from February 2016 to April 2021 were selected. Laparoscopic partial nephrectomy was performed after examination. The patients were followed-up, and their postoperative hemoglobin, creatinine, complications, and length of hospital stay recorded. The data were represented by mean±standard deviation or median (range).
RESULTS:
There were 128 males and 58 females in this group, aged (54.6±12.8) years, with body mass index of (25.4 ± 3.4) kg/m2; The tumors were located in 95 cases on the left and 91 cases on the right, with maximum diameter of (3.1±1.2) cm. The patient's preoperative hemoglobin was (142.9±15.8) g/L, and blood creatinine was 78 μmol/L (47-149 μmol/L). According to preoperative CT images, the R.E.N.A.L. score was 7 points for 43 cases, 8 points for 67 cases, 9 points for 53 cases, and 10 points for 23 cases. All the ope-rations were successfully completed, with 12 cases converted to open surgery. The operation time was 150 minutes (69-403 minutes), the warm ischemic time was 25 minutes (3-60 minutes), and the blood loss was 30 mL (5-1 500 mL). There were 9 cases of blood transfusions, with a transfusion volume of 800 mL (200-1 200 mL). Postoperative hemoglobin was (126.2±17.0) g/L. The preoperative crea-tinine was 78 μmol/L (47-149 μmol/L), the postoperative creatinine was 83.5 μmol/L (35-236 μmol/L), the hospital stay was 6 days (3-26 days), and surgical results achieved "the trifecta" in 87 cases (46.8%). In the study, 167 cases were followed up for 12 months (1-62 months), including 1 case with recurrence and metastasis, 4 cases with metastasis, and 2 cases with other tumors (1 case died).
CONCLUSION
Laparoscopic partial nephrectomy is safe and effective in the treatment of renal tumors with R.E.N.A.L. score of 7-10. Based on the complexity of the tumor, with the increase of difficulty, the warm ischemia time and operation time tend to increase gradually, while "the trifecta" rate gradually decreases. The complications of this operation are less, and the purpose of preserving renal function to the greatest extent is achieved.
Male
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Female
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Humans
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Creatinine
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Retrospective Studies
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Kidney Neoplasms/pathology*
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Nephrectomy/methods*
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Treatment Outcome
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Laparoscopy
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Hemoglobins
8. Research progress of HPK1 protein kinase in tumor
Lei MIAO ; Rui ZUO ; Xiao-Jun JI ; Qiu-Hua ZHOU ; Chang-You MA ; Jian WU ; Dan XU
Chinese Pharmacological Bulletin 2022;38(9):1292-1296
Hematopoietic progenitor kinase 1 ( HPK1 ) , also known as MAP4K1 , is a serine/threonine protein kinase and a member of the MAP4K family of mammalian Ste20-related pro¬tein kinases.Recent studies have found that HPK1 is assoeiated with the occurrence and progression of a variety of tumors, and may play an important role in some malignant tumors.This pa¬ per reviews the HPK1 signaling pathway, its relationship with tumor and drug development progress, so as to provide referenee for the research of HPK1 protein kinase.
9.Chest or Abdominal Compression for Prevention of Respiratory Depression in Patients under Propofol Sedation during Gastroscopy
Xiamait AERDAKE ; Jing-ru WEI ; Tian-you LU ; Kang-feng MAI ; Jia-ai LI ; Chao-jin CHEN ; Zi-qing HEI ; Xiao-yun LI
Journal of Sun Yat-sen University(Medical Sciences) 2022;43(4):631-638
ObjectiveTo explore the preventive effects of chest compression, abdominal compression and combined thoracoabdominal compression on propofol-induced respiratory depression during gastroscopy. MethodsA total of 544 patients underwent propofol sedation during gastroscopy in our hospital were randomly divided into 4 groups (n=136 each): Group C (control group), Group T (chest compression group), Group A (abdominal compression group) and T&A (combined thoracoabdominal compression group). Altogether 20 chest, abdominal and combined thoracoabdominal compressions were started respectively on patients in Group T, A and T&A before performing gastroscopy and after unconsciousness at a rate of 30 compressions per minute with a compression depth of 2~3 cm. The incidence of oxygen desaturation (SpO2
10.Reduning Injection protects flu-infected mice by inhibiting infiltration of inflammatory cells in lung and down-regulating cytokine storm.
Xiao-Lan YE ; Chen-Chen TANG ; Hui LIU ; You HU ; Tian-Nan XIANG ; Yue-Juan ZHENG
China Journal of Chinese Materia Medica 2022;47(17):4698-4706
This study aimed to explore the protective effect of Reduning Injection(RDN) on mice infected by influenza virus A/PR/8(PR8) and its immune regulatory roles during viral infection. In in vivo experiments, female C57 BL/6 mice were randomly divided into phosphate buffered saline(PBS) group, PR8-infected group, oseltamivir treatment group(OSV) and RDN treatment group. After 2 h of PR8 infection, mice in the oseltamivir group were gavaged with oseltamivir 30 mg·kg~(-1), and those in the RDN treatment group were injected intraperitoneally with RDN 1.5 mL·kg~(-1)once per day for seven consecutive days. The body weight of mice in each group was recorded at the same time every morning for 16 consecutive days. The line chart of body weight change was created to analyze the protective effect of RDN on flu-infected mice. The relative mRNA expression of different cytokines(IL-6, TNF-α, MCP-1, IL-1β, MIP-2, IP-10 and IL-10) in lung samples of flu-infected mice was detected by PCR. Flow cytometry was utilized to analyze the composition of immune cells of mouse BALF samples on day 5 after infection. Mouse macrophage cell line RAW264.7 was planted and treated by different concentrations of RDN(150, 300, 600 μg·mL~(-1)) for 24 h or 48 h, and cell proliferation was detected by CCK-8 assay. RAW264.7 cells and mouse primary peritoneal macrophages were stimulated with synthetic single stranded RNA(R837), which elicited the inflammatory response by mimicking the infection of single-stranded RNA viruses. The expression of cytokines and chemokines in the supernatants of above culture system was detected by ELISA and qPCR. On days 4, 5, 6, 7 and 15 after infection, the body weight loss of mice in the RDN treatment group was alleviated compared with that of PR8-infected mice(P<0.05). RDN treatment obviously reduced lung index and the production of IL-6, TNF-α, MCP-1 and MIP-2 in lung tissues of flu-infected mice(P<0.05). The proportions of macrophages, neutrophils and T cells in mouse BALF samples were analyzed by flow cytometry, and compared with PR8-infected mice, RDN decreased the proportion of macrophages in BALF of flu-infected mice(P<0.05), and the proportion of T cells was recovered dramatically(P<0.001). In CCK-8 assay, the concentrations of RDN(150, 300, 600 μg·mL~(-1)) failed to cause cytotoxicity to RAW264.7 cells. In addition, RDN lowered the expression of inflammatory cytokines such as IL-6, TNF-α,MCP-1, IL-1β, RANTES, and IP-10 and even anti-inflammatory cytokine IL-10 in R837-induced macrophages. RDN reduced the infiltration of inflammatory macrophages and the production of excessive inflammatory cytokines, alleviated the body weight loss of flu-infected mice. What's more, RDN restored the depletion of T cells, which might prevent secondary infection and deteriorative progression of the disease. Taken together, RDN may inhibit cytokine production and therefore down-regulate cytokine storm during the infection of influenza virus.
Animals
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Anti-Inflammatory Agents/pharmacology*
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Body Weight
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Chemokine CCL5/pharmacology*
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Chemokine CXCL10/pharmacology*
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Cytokine Release Syndrome
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Cytokines/genetics*
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Drugs, Chinese Herbal
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Female
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Imiquimod/pharmacology*
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Interleukin-10
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Interleukin-6
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Lung
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Mice
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Mice, Inbred C57BL
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Oseltamivir/pharmacology*
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Phosphates/pharmacology*
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RNA
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RNA, Messenger
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Sincalide/pharmacology*
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Tumor Necrosis Factor-alpha/genetics*
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Weight Loss

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