1.Construction and application of the "Huaxi Hongyi" large medical model
Rui SHI ; Bing ZHENG ; Xun YAO ; Hao YANG ; Xuchen YANG ; Siyuan ZHANG ; Zhenwu WANG ; Dongfeng LIU ; Jing DONG ; Jiaxi XIE ; Hu MA ; Zhiyang HE ; Cheng JIANG ; Feng QIAO ; Fengming LUO ; Jin HUANG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(05):587-593
Objective To construct large medical model named by "Huaxi HongYi"and explore its application effectiveness in assisting medical record generation. Methods By the way of a full-chain medical large model construction paradigm of "data annotation - model training - scenario incubation", through strategies such as multimodal data fusion, domain adaptation training, and localization of hardware adaptation, "Huaxi HongYi" with 72 billion parameters was constructed. Combined with technologies such as speech recognition, knowledge graphs, and reinforcement learning, an application system for assisting in the generation of medical records was developed. Results Taking the assisted generation of discharge records as an example, in the pilot department, after using the application system, the average completion times of writing a medical records shortened (21 min vs. 5 min) with efficiency increased by 3.2 time, the accuracy rate of the model output reached 92.4%. Conclusion It is feasible for medical institutions to build independently controllable medical large models and incubate various applications based on these models, providing a reference pathway for artificial intelligence development in similar institutions.
2.Consensus statement on research and application of Chinese herbal medicine derived extracellular vesicles-like particles (2023 edition).
Qing ZHAO ; Tong WANG ; Hongbin WANG ; Peng CAO ; Chengyu JIANG ; Hongzhi QIAO ; Lihua PENG ; Xingdong LIN ; Yunyao JIANG ; Honglei JIN ; Huantian ZHANG ; Shengpeng WANG ; Yang WANG ; Ying WANG ; Xi CHEN ; Junbing FAN ; Bo LI ; Geng LI ; Bifeng LIU ; Zhiyang LI ; Suhua QI ; Mingzhen ZHANG ; Jianjian ZHENG ; Jiuyao ZHOU ; Lei ZHENG ; Kewei ZHAO
Chinese Herbal Medicines 2024;16(1):3-12
To promote the development of extracellular vesicles of herbal medicine especially the establishment of standardization, led by the National Expert Committee on Research and Application of Chinese Herbal Vesicles, research experts in the field of herbal medicine and extracellular vesicles were invited nationwide with the support of the Expert Committee on Research and Application of Chinese Herbal Vesicles, Professional Committee on Extracellular Vesicle Research and Application, Chinese Society of Research Hospitals and the Guangdong Engineering Research Center of Chinese Herbal Vesicles. Based on the collation of relevant literature, we have adopted the Delphi method, the consensus meeting method combined with the nominal group method to form a discussion draft of "Consensus statement on research and application of Chinese herbal medicine derived extracellular vesicles-like particles (2023)". The first draft was discussed in online and offline meetings on October 12, 14, November 2, 2022 and April and May 2023 on the current status of research, nomenclature, isolation methods, quality standards and research applications of extracellular vesicles of Chinese herbal medicines, and 13 consensus opinions were finally formed. At the Third Academic Conference on Research and Application of Chinese Herbal Vesicles, held on May 26, 2023, Kewei Zhao, convenor of the consensus, presented and read the consensus to the experts of the Expert Committee on Research and Application of Chinese Herbal Vesicles. The consensus highlights the characteristics and advantages of Chinese medicine, inherits the essence, and keeps the righteousness and innovation, aiming to provide a reference for colleagues engaged in research and application of Chinese herbal vesicles at home and abroad, decode the mystery behind Chinese herbal vesicles together, establish a safe, effective and controllable accurate Chinese herbal vesicle prevention and treatment system, and build a bridge for Chinese medicine to the world.
3.Unlocking the potential of amorphous calcium carbonate: A star ascending in the realm of biomedical application.
Han LIU ; Zhiyang WEN ; Zihan LIU ; Yanfang YANG ; Hongliang WANG ; Xuejun XIA ; Jun YE ; Yuling LIU
Acta Pharmaceutica Sinica B 2024;14(2):602-622
Calcium-based biomaterials have been intensively studied in the field of drug delivery owing to their excellent biocompatibility and biodegradability. Calcium-based materials can also deliver contrast agents, which can enhance real-time imaging and exert a Ca2+-interfering therapeutic effect. Based on these characteristics, amorphous calcium carbonate (ACC), as a brunch of calcium-based biomaterials, has the potential to become a widely used biomaterial. Highly functional ACC can be either discovered in natural organisms or obtained by chemical synthesis However, the standalone presence of ACC is unstable in vivo. Additives are required to be used as stabilizers or core-shell structures formed by permeable layers or lipids with modified molecules constructed to maintain the stability of ACC until the ACC carrier reaches its destination. ACC has high chemical instability and can produce biocompatible products when exposed to an acidic condition in vivo, such as Ca2+ with an immune-regulating ability and CO2 with an imaging-enhancing ability. Owing to these characteristics, ACC has been studied for self-sacrificing templates of carrier construction, targeted delivery of oncology drugs, immunomodulation, tumor imaging, tissue engineering, and calcium supplementation. Emphasis in this paper has been placed on the origin, structural features, and multiple applications of ACC. Meanwhile, ACC faces many challenges in clinical translation, and long-term basic research is required to overcome these challenges. We hope that this study will contribute to future innovative research on ACC.
4.The role of BMAL1 and MyoD in exercise-induced skeletal muscle damage
Zhiyang LIU ; Zeting FU ; Yu XIA ; Haili DING
Chinese Journal of Tissue Engineering Research 2024;28(4):510-515
BACKGROUND:A high-load exercise can trigger the degradation of titin,leading to skeletal muscle damage.MyoD participates in skeletal muscle generation and plays an important role in the repair of skeletal muscle damage. OBJECTIVE:To observe the expression changes of MyoD,BMAL1 and titin in skeletal muscles at different times during a high-load exercise,as to clarify the role of MyoD and BMAL1 in exercise-induced skeletal muscle damage. METHODS:Twenty-four 8-week-old Sprague-Dawley rats were randomly divided into a control group(n=4)and an exercise group(n=20).Rats in the exercise group were subjected to downhill running(90 minutes).Soleus muscle samples were collected at 0,12,24,48,and 72 hours after exercise.The mRNA expressions of BMAL1 and MyoD were measured by real-time fluorescence quantitative PCR.The ultrastructure of skeletal muscle fibers was observed by transmission electron microscope.Immunofluorescence was used to observe the co-localization of MyoD and BMAL1 as well as BMAL1 and titin. RESULTS AND CONCLUSION:After the single high-load centrifugal exercise,the sarcomere of the soleus muscle was widened and the Z-line was blurred and water wave-like,both of which were most serious at 12 hours after exercise and basically recovered at 72 hours.The results of real-time fluorescent quantitative PCR showed that BMAL1 mRNA expression in the exercise group increased first and then tended to normal,while the mRNA expression of MyoD decreased first and then increased.Immunofluorescence co-localization observation indicated that the co-localization of BMAL1 and MyoD was obviously observed at 12 and 24 hours after exercise,and the co-localization of BMAL1 and titin was observed at 0,12,and 24 hours.All the findings indicate that MyoD and BMAL1 are jointly involved in the repair of exercise-induced skeletal muscle damage probably via titin.
5.Relationship Between Ruminococcus and Colorectal Cancer and Its Anti-Cancer Mechanism
Zhiyang CAI ; Heiying JIN ; Chunxia ZHANG ; Lei SHU ; Yaoan LIU
Cancer Research on Prevention and Treatment 2024;51(9):789-793
Recent studies found that the intestinal flora is involved in the occurrence and development of CRC.In particular,Ruminococcus shows a decreased abundance in patients with CRC and can affect gastrointestinal health through cross-feeding and promoting butyrate production.Although the research on Ruminococcus is gradually increasing,no unified understanding of its influence on the occurrence and development of CRC has been established.This work summarizes the relationship of Ruminococcus with CRC and its possible anticancer mechanism to provide a theoretical basis for the further exploration of biological prevention and treatment of CRC in the future.
6.Effect and Potential Mechanism of Inhibition of Long Non-coding RNA MALAT1 on Glycolipipotoxicity-induced Endothelial Cell Dysfunction
Zhiyang ZHANG ; Fen LIU ; Xuehe ZHANG ; Binbin FANG ; Jixin ZHANG ; Qian XIE ; Yining YANG ; Xiaomei LI
Chinese Circulation Journal 2024;39(2):185-193
Objectives:To investigate the effect of inhibition of long non-coding RNA(lnc RNA)in human metastasis associated lung adenocarcinoma transcript 1(MALAT1)on glycolipitoxicity-induced human umbilical vein endothelial cell dysfunction. Methods:Human umbilical vein endothelial cells were treated with glucose and palmitic acid in vitro to establish the glycolipitoxic endothelial cell models.Following groups were examined:control group,high-glucose and high-fat group,high-glucose and high-fat + non-targeting RAN control group,high-glucose and high-lipid+MALAT1 siRNA group,and high-glucose and high-lipid+MAPK1 siRNA group.RT-qPCR was used to detect the mRNA expression of MALAT1 and MAPK1.Western blot was used to detect the expression levels of autophagy,mitochondrial fusion division,apoptosis,and pathway-related proteins.Immunofluorescence confocal localization was used to detect the fluorescence colocalization of autophagy and lysosome-related proteins.The number of autophagolysosomes in endothelial cells was observed by transmission electron microscopy.Mitochondrial probe staining was used to detect mitochondrial morphology,immunofluorescence was used to detect intracellular reactive oxygen species(ROS)production,flow cytometry was used to detect the apoptosis of cells in each group,cell proliferation and scratch assays were used to detect the proliferation and migration ability of cells in different groups at different time points.The angiogenesis was quantified by counting the number of new blood vessels in each group. Results:Compared with the control group,the expression of lncRNA MALAT1 mRNA and the expression of phosphorylated mito-activated protein kinase 1(p-MAPK1)were upregulated(both P<0.05)and the expression of phosphorylated mammalian target protein(p-mTOR)was downregulated in the high-glucose and high-fat group and the high-sugar and high-fat control group(all P<0.01).Compared with the high-glucose and high-fat non-targeting RNA control group,the expressions of microtubule-associated protein 1A/1B-light chain 3(LC3)and p62 were downregulated(P<0.01,P<0.05),LC3 and lysosome-associated membrane protein 2(LAMP2)protein co-localized positive fluorescence particles were increased(both P<0.01),number of lysosomes were decreased,the expression of ROS was decreased(P<0.01),the expression level of mitochondrial fusion protein optic nerve atrophin 1(OPA1)was increased(P<0.05),the expressions of cleaved caspase-3 and BCL-2-related X protein(BAX)were decreased and BCL-2 was increased(all P<0.05),cell proliferation,migration,and tube-forming ability were increased(all P<0.01),and the expression of p-MAPK1 was decreased(P<0.05)and p-mTOR expression was increased(both P<0.05)in the high-glucose and high-lipid+si-MALAT1 group.Compared with the high-glucose and high-fat non-targeting RNA control group,the expression of p-MAPK1 in endothelial cells was decreased and the expression of p-mTOR was increased in the high-glucose and high-lipid+si-MAPK1 group(both P<0.01). Conclusions:Inhibition of lncRNA MALAT1 expression can reduce the level of mitophagy in glycolipidotoxic environments,reduce apoptosis of endothelial cells and improve endothelial cell function,which may be related to the regulation of MAPK1/mTOR signaling pathway.
7.Surgical strategy for lumbar degenerative diseases with segment instability between upper instrument vertebra and adjacent upper vertebra
Xi LI ; Lei LIU ; Zhe ZHANG ; Yuzhu XU ; Peiyang WANG ; Xiaolong LI ; Guozhen LIU ; Lele ZHANG ; Zhiyang XIE ; Yuao TAO ; Pan FAN ; Yuntao WANG
Chinese Journal of Orthopaedics 2024;44(10):658-668
Objective:To summarize long-term clinical follow-up results of segment instability between the upper instrumented vertebra (UIV) and the adjacent upper vertebra (UIV+1) and to establish the optimal timing for surgery for UIV+1.Methods:A retrospective analysis was conducted on 265 patients with lumbar degenerative diseases who underwent transforaminal lumbar interbody fusion (TLIF) surgery at the Department of Spinal Surgery, Zhongda Hospital, from January 2014 to December 2018. The cohort included 119 male and 146 female patients, with an average age of 64.93 years (range: 32-86 years). Preoperative dynamic imaging measured sagittal angulation (SA) and sagittal translation (ST) of the UIV+1/UIV segment. Patients with SA>10° or ST>2 mm were categorized into the unstable group, further divided into the unstable non-fusion group and the unstable fusion group based on whether UIV+1 expansion fusion was performed. The remaining patients were classified into the stable group. Imaging indicators, Visual Analogue Scale (VAS) scores, Oswestry disability index (ODI) scores, and Japanese Orthopaedic Association (JOA) scores were compared among the groups, with JOA improvement rates calculated to assess clinical efficacy. Pearson correlation coefficient analysis was employed to examine correlations between preoperative imaging indicators and final follow-up JOA improvement rates. Receiver Operating Characteristic (ROC) curves and the maximum Youden index were utilized to determine thresholds for preoperative SA and ST.Results:The follow-up duration for all patients was 73.53±12.92 months (range: 61-108 months). The stable group (124 cases) included 61 males and 63 females, aged 64.31±9.83 years (range: 44-82 years). The unstable non-fusion group (59 cases) included 22 males and 37 females, aged 65.76±11.01 years (range: 32-86 years). The unstable fusion group (82 cases) included 36 males and 46 females, aged 65.26±8.68 years (range: 47-80 years). At the last follow-up, the unstable non-fusion group exhibited ΔSA 0.90°±1.97° and ΔST 0.77±1.27 mm, both significantly higher than the stable group's ΔSA 0.25°±1.57° and ΔST 0.34±0.34 mm ( t=3.564, P<0.001; t=2.311, P=0.022). Clinical improvements were lower in the unstable non-fusion group compared to the other two groups: VAS (2.28±0.83), ODI (5.91%±3.46%), JOA (24.11±1.78), with a JOA improvement rate of 60%. The stable group showed VAS (1.51±0.69), ODI (3.71%±1.75%), JOA (27.33±1.91), with a JOA improvement rate of 83%. The unstable fusion group had VAS (1.46±0.83), ODI (3.46%±1.81%), JOA (26.48±1.66), with a JOA improvement rate of 78%. These differences were statistically significant ( F=32.117, P<0.001; F=24.827, P<0.001; F=92.658, P<0.001; F=93.341, P<0.001). The JOA improvement rate was negatively correlated with preoperative SA ( r=-0.363, P<0.001) to a low extent, and with preoperative ST ( r=-0.596, P<0.001) to a moderate extent. ROC curve analysis determined the preoperative SA threshold as 11.5° and the preoperative ST threshold as 1.85 mm. Conclusion:Pre-existing instability of the responsible segment UIV and UIV+1 (SA>10° or ST>2 mm) may worsen during long-term follow-up after TLIF. When preoperative SA exceeds 11.5° and ST exceeds 1.85 mm between UIV and UIV+1, performing an extended fusion involving UIV+1 can ensure surgical efficacy over long-term follow-up.
8.Establishment and validation of a sepsis 28-day mortality prediction model based on the lactate dehydrogenase-to-albumin ratio in patients with sepsis
Zhiyang WANG ; Fang HUANG ; Shifeng LI ; Xinyue LI ; Yujie LIU ; Bin SHAO ; Meili LIU ; Yunnan YAO ; Jun WANG
Chinese Critical Care Medicine 2024;36(11):1140-1146
Objective:To develop and validate a predictive model of 28-day mortality in sepsis based on lactate dehydrogenase-to-albumin ratio (LAR).Methods:Sepsis patients diagnosed in the department of intensive care medicine of the First Affiliated Hospital of Soochow University from August 1, 2017 to September 1, 2022 were retrospective selected. Clinical data, laboratory indicators, disease severity scores [acute physiology and chronic health evaluation Ⅱ(APACHEⅡ), sequential organ failure assessment (SOFA)] were collected. Patients were divided into death group and survival group according to whether they died at 28 days, and the difference between the two groups was compared. The dataset was randomly divided into training set and validation set according to 7∶3. Lasso regression method was used to screen the risk factors affecting the 28-day death of sepsis patients, and incorporating multivariate Logistic regression analysis (stepwise regression) were included, a prediction model was constructed based on the independent risk factors obtained, and a nomogram was drawn. The nomogram prediction model was established. Receiver operator characteristic curve (ROC curve) was drawn to analyze and evaluate the predictive efficacy of the model. Hosmer-Lemeshow test, calibration curve and decision curve analysis (DCA) were used to evaluate the accuracy and clinical practicability of the model, respectively.Results:A total of 394 patients with sepsis were included, with 248 survivors and 146 non-survivors at 28 days. Compared with the survival group, the age, proportion of chronic obstructive pneumonia, respiratory rate, lactic acid, red blood cell distribution width, prothrombin time, activated partial thromboplastin time, alanine aminotransferase, aspartate aminotransferase, blood urea nitrogen, creatinine, blood potassium, blood phosphorus, LAR, SOFA score, and APACHEⅡ score in the death group were significantly increased, while oxygenation index, monocyte count, platelet count, fibrinogen, total cholesterol, triglycerides, high-density lipoprotein, low-density lipoprotein, and blood calcium were significantly reduced. In the training set, LAR, age, oxygenation index, blood urea nitrogen, lactic acid, total cholesterol, fibrinogen, blood potassium and blood phosphorus were screened by Lasso regression. Multivariate Logistic regression analysis finally included LAR [odds ratio ( OR) = 1.029, 95% confidence interval (95% CI) was 1.014-1.047, P < 0.001], age ( OR = 1.023, 95% CI was 1.005-1.043, P = 0.012), lactic acid ( OR = 1.089, 95% CI was 1.003-1.186, P = 0.043), oxygenation index ( OR = 0.996, 95% CI was 0.993-0.998, P = 0.002), total cholesterol ( OR = 0.662, 95% CI was 0.496-0.865, P = 0.003) and blood potassium ( OR = 1.852, 95% CI was 1.169-2.996, P = 0.010). A total of 6 predictor variables were used to establish a prediction model. ROC curve showed that the area under the curve (AUC) of the model in the training set and validation set were 0.773 (95% CI was 0.715-0.831) and 0.793 (95% CI was 0.703-0.884), which was better than APACHEⅡ score (AUC were 0.699 and 0.745) and SOFA score (AUC were 0.644 and 0.650), and the cut-off values were 0.421 and 0.309, the sensitivity were 62.4% and 82.2%, and the specificity were 82.2% and 68.9%, respectively. The results of Hosmer-Lemeshow test and calibration curve showed that the predicted results of the model were in good agreement with the actual clinical observation results, and the DCA showed that the model had good clinical application value. Conclusion:The prediction model based on LAR has a good predictive value for 28-day mortality in patients with sepsis and can guide clinical decision-making.
9.Demand, supply and satisfaction of assistive technology in China based on rapid Assistive Technology Assessment data
Mei YAN ; Hua JIANG ; Liquan DONG ; Bofei LIU ; Weijie HE ; Xiaogao WU ; Zhiyang GUO
Chinese Journal of Rehabilitation Theory and Practice 2023;29(4):373-380
ObjectiveTo investigate the demand, supply and satisfaction of the Chinese people on assistive technology. MethodsBased on the data from the World Health Organization rapid Assistive Technology Assessment
10.Analysis of acupoint selection rules of Tuina in the treatment of infantile autumn diarrhea based on Traditional Chinese Medicine Inheritance Support Platform
Haining ZHANG ; Zhiyang LIU ; Yixin WANG ; Xiaofan ZHANG ; Huanan LI ; Jingui WANG
International Journal of Traditional Chinese Medicine 2022;44(3):325-329
Objective:To analyze the rules and distribution of acupuncture points used in pediatric tuina treatment for autumn diarrhea, and to provide a theoretical basis for the promotion and application of Tuina treatment techniques for pediatric diarrhea.Methods:We searched the literature on Tuina treatment of pediatric autumn diarrhea in the Chinese academic journals full-text database (CNKI), Chinese science and technology journals full-text database (VIP), Wanfang database and Chinese biomedical database (SinoMed), and collected the Tuina prescriptions on children's autumn diarrhea disease from the database to March 2021,with the help of the Traditional Chinese Medicine Inheritance Support Platform (V 2.0) software,and Data mining technology was applied to analyze the common acupoints and acupoint distribution of pediatric Tuina treatment of autumn diarrhea to form the core acupoints used in pediatric Tuina treatment of autumn diarrhea.Results:A total of 101 pediatric autumn diarrhea Tuina prescriptions were screened, involving 61 acupoints, among them 18 acupoints used more frequently, and 35 acupoint combinations were obtained, including 15 two-acupoint combinations, 11 three-acupoint combinations, and 2 four-acupoint combinations, and 7 new acupoint combinations were obtained.Conclusion:The core points mainly belong to the spleen meridian, large intestine meridian, abdomen, seven knotted bones, turtle tail, spine, and umbilicus, which can be used as a basic Tuina prescription for clinical reference.

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