1.The Research Progress and Development Strategies of Traditional Chinese Medicine Diagnosis Empowered by Artificial Intelligence
Wenjun ZHU ; Manshi TANG ; Kaijie SHE ; Zihao TANG ; Minyi HUANG ; Naijun YUAN ; Qingyu MA ; Jiaxu CHEN
Journal of Traditional Chinese Medicine 2025;66(14):1413-1418
The rapid development of artificial intelligence (AI) technology provides new opportunities for the modernisation of traditional Chinese medicine (TCM) diagnosis. By analysing the foundation, research progress and difficulties of the combination of AI and TCM diagnosis, it is concluded that AI has made remarkable development in intelligence-driven modernization of TCM tongue diagnosis, pulse diagnosis, listening and smelling diagnosis and text processing, and there are useful explorations in the field of constructing data-driven TCM diagnostic model and multidisciplinary integration of TCM diagnostic models. However, the current integration of AI technology in TCM diagnosis still faces many challenges, such as the scarcity and uneven quality of clinical data, the limited ability of AI algorithms to express TCM thinking model of syndrome differentiation and empirical knowledge, and the possible existence of ethical and privacy issues. By systematically sorting out the current research status and development direction of AI-empowered TCM diagnostics, it is proposed to promote the application of AI technology in TCM diagnostics in four aspects, namely, strengthening the construction of TCM big data and talent cultivation, encouraging cross-disciplinary cooperation, improving the legal and ethical framework, and promoting the popularity of the technology in primary care, so as to enhance the modernisation of TCM diagnostics.
2.Preparation of Lir@BSA-PMF nanoparticles and verification of their cell functions
Qingyu HUANG ; Qiying CHEN ; Shengjia SUN ; Bangwei WU ; Shan LIN ; MAIMAITIJIANG ALIMUJIANG
Basic & Clinical Medicine 2024;44(2):235-241
Objective To synthesize bovine serum albumin(BSA)-loaded liraqlutide(Lir)-nanoparticles coated with platelet membrane fragments(PMF)using a"bottom-up"nano-engineering chemistry technique,and to evaluate their cyto-compatibility and potential function of anti-oxidative stress.Methods PMF was extracted as reported previously.Lir@BSA nanoparticles were prepared by self-assembly method.PMF was coated on the sur-face of Lir@BSA nanoparticles by co-extrusion to prepare Lir@BSA-PMF.The physical and chemical properties of Lir@BSA-PMF particles were characterized as particle size,Zeta potential,transmission electron microscopy and particle size stability.The encapsulation efficiency,loading efficiency and cumulative release efficiency of liraglu-tide were calculated by enzyme-linked immunosorbent assay.Further,SDS-PAGE was used to analyze whether there was a similar membrane protein distribution of platelet membrane on Lir@BSA-PMF bionicnanocarrier.CCK-8 assay was used to verify the biocompatibility of the materials.Reactive oxygen species(ROS)experi-ment was used to explore the effect of Lir@BSA-PMF on cell oxidative damage.The uptake of cells on Lir@BSA-PMF bionic nano capsules was verified by cell phagocytosis experiment.Results Lir@BSA-PMF nanop-articles had a stable particle size of 25 nm with a spherical morphology,and a Zeta potential value of-25.5 mV.The encapsulation efficiency,loading efficiency and cumulative release efficiency of liraglutide were 85.56%,7.96%and 77.06%,respectively.SDS-PAGE analysis showed that the Lir@BSA-PMF bio-mimetic nano capsules retained the similar membrane protein distribution as platelet membrane.CCK-8 assay verified that the nanomaterials were non-cytotoxic.ROS results showed that Lir@BSA-PMF nanomaterials had obvious antioxidant properties.The results of cell phagocytosis showed that the cells had a good phagocytosis effect on Lir@BSA-PMF nanoparticles.Conclusions The nanoparticles Lir@BSA-PMF are successfully syn-thesized and have no effects on cells viability in vitro.The particles are taken up by cells and show a significant function of antioxidant damage.
3.Research progress on esketamine for preventing agitation during recovery period of pediatric general anesthesia
Qingyu ZHAO ; Rugang AN ; Zhengquan TAN ; Guihua HUANG
Chongqing Medicine 2024;53(21):3335-3339
Agitation during the recovery period after general anesthesia is a common complication after pediatric surgery,which can lead to accidents and other serious complications.Esketamine is a high-affinity noncompetitive inhibitor of N-methyl-D-aspartate(NMDA)receptors,which has both anesthetic and analgesic effects,and can be used as an adjunct drug to sedation for endotracheal intubation under general anesthesia and perioperative anesthesia.This article reviews the current research progress of esketamine in the treatment of agitation during recovery period in order to provide reference for clinical reduction of the occurrence of agita-tion in children during recovery period.
4.Mechanisms of amelioration of lipopolysaccharide-induced acute lung injury in mice by dihydroartemisinin using whole-genome sequencing
Luxia YANG ; Xiaochang ZHANG ; Qingyu LI ; Zhenqiao WEI ; Manqiong HUANG ; Yuanyuan JIAO ; Yaling XING ; Shengqi WANG
Chinese Journal of Pharmacology and Toxicology 2023;37(12):914-922
OBJECTIVE To investigate the effect and mechanism of dihydroartemisinin(DHA)on lipo-polysaccharide(LPS)-induced acute lung injury(ALI)in mice using whole-genome sequencing.METHODS An ALI mouse model was established via intraperitoneal injection of 10 mg·kg-1 lipopolysaccharide.The mice were divided into normal control group(n=10),model group(n=10)and model+DHA group(n=10).The mice in the model+DHA group were injected intraperitoneally with 20 mg·kg-1 DHA,while those in the normal control group and LPS group were injected intraperitoneally with solvent of DHA,saline containing 1%Tween 80 and 10%Macrogol 400.The mice were executed 24 h after drug administration.The wet and dry weight ratio(W/D)of lung tissue was calculated.Hematoxylin-eosin(HE)staining was used to observe histopathological damage in the lung.Classified counts of inflamma-tory cells in alveolar lavage fluid were performed.Enzyme-linked immunosorbent assay(ELISA)was used to detect the levels of interleukin-1β(IL-1β),IL-6,and tumor necrosis factor-α(TNF-α)in alveolar lavage fluid.Real-time quantitative PCR(RT-qPCR)was used to detect mRNA levels of placenta-specific 8(Plac8),Toll-like receptor 7(TLR7),IL-1β,IL-6 and TNF-αin lung tissue.The whole gene transcriptome was sequenced by RNA transcriptome sequencing(RNA-seq)using the Illumina HiSeq high-throughput sequencing platform before the function and signal pathway of differentially expressed gene mRNA between the groups were enriched and analyzed using GO and KEGG enrichment analysis methods.RESULTS Compared with the model group,the lung W/D values of mice,the pathological damage,inflammatory cells in alveolar lavage fluid,expression levels of IL-1β,IL-6 and TNF-α in alveolar lavage fluid(P<0.01,P<0.01,P<0.01),and the mRNA expression levels of IL-1β,IL-6 and TNF-α were significantly reduced in lung tissues in the model+DHA group(P<0.01,P<0.05,P<0.05).Whole gene transcriptome sequencing revealed that immune-related Plac8 and TLR7 genes were significantly upregu-lated(P<0.01)in mouse lung tissue of the model group but significantly downregulated(P<0.05)in mouse lung tissue of the model+DHA group.The results of RT-qPCR of Plac8 and TLR7 verified the results of whole gene transcriptome sequencing.GO and KEGG analysis showed that Plac8 and TLR7 were mainly related to the regulation of cytokine production,T/B cell activation and signal transduction,chemo-kine signal transduction and NF-κB signal transduction.CONCLUSION DHA might reduce LPS-induced lung damage and ameliorate the inflammatory condition in lungs of ALI mice.The mechanism of action may be that DHA negatively regulates the signaling pathways involved in TLR7 and Plac8 by decreasing the expressions of TLR7 and Plac8 mRNA before regulating a series of immune responses such as secretion of inflammation-related cytokines and activation of immune cells,thereby reducing inflam-matory damage in lungs.
5.Research and Practice of Vehicle-mounted Mobile CT Based on Emergency Medical Rescue.
Xin HUANG ; Lin WEN ; Peng HAO ; Rui MAO ; Qingyu YAN
Chinese Journal of Medical Instrumentation 2023;47(1):66-69
OBJECTIVE:
In order to solve the problem of inadequate CT screening ability in emergency medical rescue in remote mountainous areas, high-altitude areas, other public health events and sudden natural disasters, a vehicle-mounted mobile CT suitable for emergency medical rescue is studied.
METHODS:
A vehicle chassis system suitable for long-distance transportation and a cabin system suitable for epidemic prevention and control was designed. A domestic 32-slice CT with small volume, light weight and high stability was selected to design a vehicle-mounted mobile CT suitable for emergency medical rescue.
RESULTS:
The high-performance vehicle-mounted mobile CT can provide rapid support, and provide large-scale screening, emergency medical rescue, a supplement to daily CT scanning in peacetime and wartime.
CONCLUSIONS
The vehicle CT has high stability, fast scanning speed and high social and economic value.
6.Minimally invasive coronary artery bypass grafting versus off-pump: a propensity-matched study for patients with multi-vessel lesion
Jiaji LIU ; Qingyu KONG ; Liqun CHI ; Wei XIAO ; Lin LIANG ; Yu HUANG ; Feng PAN
Chinese Journal of Thoracic and Cardiovascular Surgery 2022;38(3):184-189
Objective:To compare the perioperative outcomes and short-term graft patency between patients who underwent multivessel off-pump coronary artery bypass graft(OPCABG) via left intercoastal space or sternotomy.Methods:Between January 2017 and August 2019, 100 patients who underwent minimal invasive coronary artery bypass graft(MICS CABG) were compared with 235 patients who underwent OPCABG by single surgeon at our institute. Among them, 257 cases were male and 78 were female, aged 34 to 84 years, with mean age(61.35±8.79)years old. Due to important differences in patients’ characteristics, a propensity score-matched analysis based on 12 covariates was performed to match in a 1∶2 fashion. 82 patients(MICS group) were matched with 127 patients(OPCABG group). Surgical and postoperative outcomes were evaluated.Results:There was no statistical difference of perioperative mortality, myocardial infarction, and stroke rate( P>0.05). In MICS group, use of internal thoracic artery was higher and conversion to cardiopulmonary bypass was lower( P<0.05), but reoperation, new onset atrial fibrillation , and the use of mechanical device were similar( P>0.05). In addition, operation duration was longer but transfusion rate, postoperative chest tube drainage within 24 hours and postoperative hospital stays were less in the MICS group( P<0.05). LIMA, vein and overall graft patency were similar in the two groups shown by postoperative one-year CTA( P>0.05). Conclusion:MICS CABG is safe and feasible for patients with multiple coronary lesions. It has similar in-hospital outcomes and short-term graft patency but less transfusion and faster recovery compared to conventional OPCABG via sternotomy.
7.The clinical effects of minimally invasive versus conventional coronary artery bypass grafting for coronary heart disease: A retrospective cohort study
Lin LIANG ; Xiaolong MA ; Qingyu KONG ; Wei XIAO ; Jiaji LIU ; Yu HUANG ; Feng PAN ; Danqing GENG ; Guangxin ZHAO ; Junming ZHU ; Liqun CHI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2022;29(11):1430-1435
Objective To compare the mid- and long-term efficacy of minimally invasive coronary artery bypass grafting (MICS) versus conventional coronary artery bypass grafting (CABG). Methods This study analyzed 679 patients with coronary heart disease treated in the Minimally Invasive Heart Center of Beijing Anzhen Hospital from 2015 to 2019, including 532 males and 147 females with an average age of 61.16 years. A total of 281 patients underwent MICS (a MICS group) and 398 patients underwent conventional CABG (a CABG group). The clinical data of the patients in the two groups were analyzed. Results The average operation time was longer (P<0.001), the total hospital stay was shorter (P<0.001), and the amount of drainage 24 h after the operation was less (P=0.029) in the MICS group. There was no statistical difference in the incidence of perioperative complications between the two groups. The median follow-up time was 2.68 years. The follow-up results showed that the total incidence of cumulative main adverse cardiovascular and cerebrovascular events in the CABG group was higher at 2 years (6.2% vs. 3.8%) and 4 years (9.3% vs. 7.6%), but the difference was not statistically significant (P>0.05). There was no statistical difference in 2- or 4-year all-cause death between the two groups (3.5% vs. 2.8%, 5.6% vs. 2.8%, P>0.05). At the same time, there was no statistical difference in the incidence of myocardial infarction, stroke or revascularization between the two groups (P>0.05). Conclusion Compared with conventional CABG, MICS can achieve satisfactory mid- and long-term outcomes.
8.Safety and effectiveness of minimally invasive coronary artery bypass grafting in 143 patients: A propensity-score matching study
Lin LIANG ; Qingyu KONG ; Jiaji LIU ; wei XIAO ; Xinliang CHEN ; Xiaolong MA ; Yu HUANG ; Feng PAN ; Danqing GENG ; Liqun CHI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2021;28(02):169-173
Objective To investigate the safety and effectiveness of minimally invasive coronary artery bypass grafting (MICABG) through comparing the perioperative clinical effects of conventional surgery and MICABG. Methods A total of 543 patients in the single medical group of Beijing Anzhen Hospital who underwent beating coronary artery bypass grafting from January 2017 to September 2020 were collected, including 161 patients receiving MICABG (a minimally invasive group, 143 males and 18 females, aged 60.08±9.21 years), 382 patients receiving median thoracotomy (a conventional group, 284 males and 98 females, aged 61.68±8.81 years). The propensity score was used to match 143 patients in each of the two groups, and the perioperative data of the two groups were summarized and analyzed. Results There was no death, perioperative myocardial infarction or stroke in the minimally invasive group. Compared with the conventional group, the minimally invasive group had longer operation time (296.36±89.4 min vs. 217.80±50.63 min, P=0.000), less number of bypass grafts (2.86±1.03 vs. 3.17±0.78, P=0.005), shorter postoperative hospital stay (6.29±1.46 d vs. 6.78±2.61 d, P=0.031), less drainage on postoperative day 1 (339.57±180.63 mL vs. 441.92±262.63 mL, P=0.001) and lower usage rate of inotropic drugs (9.09% vs. 26.57%, P=0.001). There was no statistical difference between the two groups in postoperative ICU stay ventilator assistance time, blood transfusion rate, secondary thoracotomy rate, or use of mechanical equipment. Conclusion Reasonable clinical strategies can ensure the satisfactory overall safety of MICABG. In addition, it has the advantages of shorter postoperative hospital stay, less bleeding and smaller dosage of inotropic drugs.
9.Transcriptome Sequencing Reveals the Potential Mechanisms of Modified Electroconvulsive Therapy in Schizophrenia
Wanhong PENG ; Qingyu TAN ; Minglan YU ; Ping WANG ; Tingting WANG ; Jixiang YUAN ; Dongmei LIU ; Dechao CHEN ; Chaohua HUANG ; Youguo TAN ; Kezhi LIU ; Bo XIANG ; Xuemei LIANG
Psychiatry Investigation 2021;18(5):385-391
Objective:
Schizophrenia (SCZ) is one of the most common and severe mental disorders. Modified electroconvulsive therapy (MECT) is the most effective therapy for all kinds of SCZ, and the underlying molecular mechanism remains unclear. This study is aim to detect the molecule mechanism by constructing the transcriptome dataset from SCZ patients treated with MECT and health controls (HCs).
Methods:
Transcriptome sequencing was performed on blood samples of 8 SCZ (BECT: before MECT; AECT: after MECT) and 8 HCs, weighted gene co-expression network analysis (WGCNA) was used to cluster the different expression genes, enrichment and protein-protein interaction (PPI) enrichment analysis were used to detect the related pathways.
Results:
Three gene modules (black, blue and turquoise) were significantly associated with MECT, enrichment analysis found that the long-term potentiation pathway was associated with MECT. PPI enrichment p-value of black, blue, turquoise module are 0.00127, <1×10-16 and 1.09×10-13, respectively. At the same time, EP300 is a key node in the PPI for genes in black module, which got from the transcriptome sequencing data.
Conclusion
It is suggested that the long-term potentiation pathways were associated with biological mechanism of MECT.
10.Analysis of learning curve of minimally invasive coronary artery bypass grafting surgery
Jiaji LIU ; Qingyu KONG ; Zhaoli TANG ; Lin LIANG ; Wei XIAO ; Xinliang CHEN ; Xiaolong MA ; Yu HUANG ; Feng PAN ; Danqing GENG ; Liqun CHI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2021;28(06):639-644
Objective To study the learning curve of minimal invasive coronary artery bypass grafting (MICS CABG) and the influence on the perioperative clinical effects by analyzing operation time. Methods From March 2012 to November 2020, 212 patients underwent MICS CABG by the same surgeon. Among them, 59 patients (52 males and average age of 62.89±8.27 years) with single vessel bypass grafting were as a single-vessel group and 153 patients (138 males, average age of 59.80±9.22 years) with multi-vessel bypass grafting were as a multi-vessel group. Two sets of operation time-operation sequence scatter plots were made and learning curve was analyzed by cumulative summation (CUSUM) and regression method of operation time. The surgical data of each group before and after the inflection point of the learning curve were compared with the main clinical outcome events within 30 days after surgery. Results There was no death, perioperative myocardial infarction and stroke in 212 MICS CABG patients and no transfer to cardiopulmonary bypass or redo thoracotomy. The learning curve conformed to the cubic fitting formula. In the single- vessel group, CUSUM (x operation number)=–1.93+93.45×x–2.33×x2+0.01×x3, P=0.000, R2=0.986, the tipping point was 27 patients. In the multi-vessel group, CUSUM (x)=y=2.87+1.15×x–1.29× x2+3.463×x3, P=0.000, R2=0.993, and the tipping point was 59 patients. The two sets of case data were compared before and after the learning curve and there was no statistical difference in main clinical outcomes within 30 days (mortality, acute myocardial infarction, stroke, perioperative blood transfusion rate), ventilator tube, and intensive care unit retention. Conclusion The learning curve of MICS CABG conforms to the cubic formula, and the process transitions from single to multiple vessels bypass. To enter the mature stage of the learning phase, a certain number of patients need to be done. Reasonable surgical procedures and quality control measures can ensure the safety during the learning phase.

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