1.Advances and prospects of the integration of multi-omics and artificial intelligence in traditional Chinese medicine research
Guicheng Liu ; Xi Long ; Qinghua PENG ; Sainan Tian ; Shujuan Hu
Digital Chinese Medicine 2025;8(3):300-312
Objective:
To map the research hotspots, developmental trends, and existing challenges in the integration of artificial intelligence (AI) with multi-omics in traditional Chinese medicine (TCM) through comprehensive bibliometric analysis.
Methods:
China National Knowledge Infrastructure (CNKI), Wanfang Data, China Science and Technology Journal Database (VIP), Chaoxing Journal Database, PubMed, and Web of Science were searched to collect literature on the theme of AI in TCM multi-omics research from the inception of each database to December 31, 2024. Eligible records were required to simultaneously address AI, TCM, and multi-omics. Quantitative and visual analyses of publication growth, core authorship networks, institutional collaboration patterns, and keyword co-occurrence were performed using Microsoft Excel 2021, NoteExpress v4.0.0, and Cite Space 6.3.R1. AI application modes in TCM multi-omics research were also categorized and summarized.
Results:
A total of 1 106 articles were enrolled (932 Chinese and 174 English). Publication output has increased continuously since 2010 and accelerated after 2016. Region-specific collaboration clusters were identified, dominated by Beijing University of Chinese Medicine, China Academy of Chinese Medical Sciences, Shanghai University of Traditional Chinese Medicine, and Nanjing University of Chinese Medicine. Keyword co-occurrence analysis revealed that current AI applications predominantly centered on metabolomics and algorithms such as cluster analysis and data mining. Research foci mainly ranked as follows: single herbs, herbal formulae, and disease-syndrome differentiation.
Conclusion
Machine learning methods are the predominant integrative modality of AI in the realm of TCM multi-omics research at present, utilized for processing omics data and uncovering latent patterns therein. The domain of TCM, in addition to investigating omics information procured through high-throughput technologies, also integrates data on traditional Chinese medicinal substances and clinical phenotypes, progressing towards joint analysis of multi-omics, high-dimensionality of data, and multi-modality of information. Deep learning approaches represent an emerging trend in the field.
2.Research progress on 577 nm subthreshold micropulse laser for retinal diseases
He LONG ; Maoxiong LIU ; Qinghua HU ; Xin LI
International Eye Science 2024;24(5):753-757
Laser photocoagulation is one of the important methods for treating retinal diseases, and retinal laser technology continues to advance. For decades, researchers have been striving to find a laser treatment that can minimize tissue damage while achieving optimal results. With low toxicity, low scattering light, strong penetrating power, small compared with the traditional laser damage, light reaction and no pain, the 577 nm subthreshold micropulse laser(SML)turns this goal into reality and ushers in a new era of laser treatment for fundus diseases. This article reviews the concept, mechanism, related parameters and clinical application progress of 577 nm SML in a variety of retinal diseases, aiming to provide references for clinical treatments.
3.Syndrome Differentiation from Micro to"Near-micro":Origins,Controversies and Prospects
Liqin ZHONG ; Dan SHENG ; Wanghua LIU ; Zhixi HU ; Qinghua PENG ; Weixiong JIAN ; Yingjie WU ; Yanjie WANG ; Shuyue FU ; Hao LIANG
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(3):8-12
As an emerging discipline that combines traditional diagnostic methods with modern scientific technology,micro syndrome differentiation has good prospects for development,but there are some controversies in the research process.Based on ancient and modern literature,this article reviewed the origin and flow of research on micro syndrome differentiation,and summarized the problems to be improved in the process of research on micro syndrome differentiation from three aspects:application of disease type,guiding ideology and micro indicators.Based on this,the article further expounded the new thinking on"near-micro"syndrome differentiation from three aspects:connotation,scope of application,and links to traditional identification and micro-identification,and pointed out that the modern medical detection basis should be incorporated into the field of TCM syndrome differentiation,and at the same time,it should be based on the overall thinking mode of TCM,which would provide a new idea for the development of modern TCM diagnosis technology.
4.Effects of aerobic exercise on learning and memory functions, hippocampal synaptic plasticity and the adiponectin signaling pathway in diabetic rats
Qinghua TIAN ; Xia LIU ; Penghui DENG ; Wei JI ; Jianping LI ; Rundong HU
Chinese Journal of Geriatrics 2024;43(3):348-353
Objective:To explore the effects of aerobic exercise on learning and memory functions, hippocampal synaptic plasticity and the ADPN signaling pathway in diabetic rats.Methods:6-week-old male SD rats were randomly divided into a blank control group(NC group)and a high-fat diet group, and a rat model for diabetes was induced by feeding rats in the high-fat diet group with a high-fat diet combined with intraperitoneal instillation of low-dose streptozotocin(STZ)for 5 weeks.Rats in the high-fat diet group were further divided into a diabetic group(DC group)and a diabetic aerobic exercise group(DM group)after successful establishment of the model.Rats in the DM group were subjected to aerobic exercise for eight weeks and then the Morris water maze test was conducted to assess learning and memory functions, relevant serum markers were measured, Golgi staining was used to examine synaptic changes in the hippocampus, and Western blot was carried out to detect hippocampal protein expression levels of adiponectin(ADPN), AMP-activated protein kinase(AMPK), glucose transporter 4(GLUT4), synaptic plasticity-related protein synaptophysin(SYN)and postsynaptic density protein 95(PSD-95)for rats in each group.Results:Serum FBG and HBA1c in diabetic rats were markedly significantly decreased after 8 weeks of aerobic exercise( P<0.01), and serum ADPN and insulin were significantly increased after 8 weeks of aerobic exercise( P<0.05).When test results from the three groups of rats compared, the F value was 69.248 for FBG, 6.740 for INS, 7.017 for HBA1C and 14.315 for serum ADPN.The results of the water maze test and hippocampal Golgi staining showed that the escape latency of diabetic rats was highly significantly decreased after 8 weeks of aerobic exercise( P<0.01).The platform crossing times, the number of dendritic branches and the dendritic spine density in the hippocampal CA3 region of diabetic rats were significantly increased after 8 weeks of aerobic exercise( P<0.05).When results from the three groups of rats were compared, the F value was 13.934 for escape latency, 5.864 for platform crossing times, 9.307 and 6.734 for the number of dendritic branches and the density of dendritic spine in hippocampal CA3 region.Hippocampal PSD-95, SYN, ADPN, p-AMPK, and GLUT4 protein expression levels of diabetic rats were significantly increased( P<0.05)after 8 weeks of aerobic exercise.When results from the three groups of rats were compared, the F value was 15.137 for SYN, 5.415 for PSD-95, 9.687 for ADPN, 27.761 for GLUT4, and 9.298 for p-AMPK. Conclusions:Eight weeks of aerobic exercise can improve the learning and memory functions of diabetic rats, and the mechanisms may be related to exercise-induced hippocampal ADPN/AMPK/GLUT4 signaling activation in rats, leading to enhanced synaptic plasticity in the hippocampus.
5.Treating Asthenopia from the Perspective of “the Liver is the Basis of Resistance to Fatigue”
Jiangwei LI ; Xiaolei YAO ; Lihao CHEN ; Yi HU ; Qinghua PENG
Journal of Traditional Chinese Medicine 2024;65(6):649-651
By exploring the theory of “the liver is the basis of resistance to fatigue”, it is believed that liver with its physiological function of storing blood and governing the free flow of qi plays an important role in the body's tole-rance to physical fatigue and mental fatigue, and it is also related to the physiological activities of eyes and tendons. The formation of asthenopia is related to the dysfunction of liver, spleen and kidney. The liver plays a key role in the occurrence and development of asthenopia. The deficiency of liver blood and liver dysfunction will cause the abnormal circulation of qi and blood, which leads to the loss of malnutrition of eyes and affects the normal physiological function of eyes. During treatment, we pay attention to nourishing the blood and soothing the liver to nourish the spirit, regulating and tonifying liver qi to stimulate the liver yang, strengthening the spleen and soothing liver to replenish qi and promoting yang, nourishing the liver and kidney to harmonize yin and yang, which are meant to restore the physiological characteristics of liver being yin in form but yang in function, so as to cure asthenopia.
6.Borneol attenuates inflammation and inhibits cardiac remodeling after myocardial infarction in mice via TRPM8
Yingrong HE ; Tao HU ; Wushuai WANG ; Xi YANG ; Qinghua DUAN ; Xuan DU ; Qiang WANG
Chinese Journal of Pathophysiology 2024;40(3):456-464
AIM:To examine the effects of borneol on inflammation and myocardial remodeling after myocar-dial infarction(MI)in mice,and to investigate the underlying mechanisms.METHODS:Eight-week-old wild-type(WT)C57BL/6 mice and transient receptor potential cation channel subfamily M member 8(TRPM8)gene knockout(TRPM8-/-)mice were randomly divided into sham and MI groups,and were subsequently treated with normal saline(control group)or borneol(borneol group)via gavage.Survival curves were plotted for WT and TRPM8-/-mice with MI treated with or with-out borneol.After 28 d,cardiac function of the mice was assessed through echocardiography,and haemodynamic indexes were evaluated using a multi-channel physiological instrument.Infarct size,myocardial hypertrophy and interstitial fibro-sis were assessed via pathological staining.In addition,inflammatory response in the peri-infarct region was detected.RE-SULTS:The TRPM8 expression was up-regulated in the peri-infarct region of the mice with MI(P<0.05),and borneol had no effect on TRPM8 expression(P>0.05).Borneol increased the survival rate,reduced the infarct size,inhibited car-diac remodeling and improved cardiac function in WT mice with MI(P<0.05 or P<0.01).However,it did not affect the survival rate,infarct size,myocardial hypertrophy,myocardial fibrosis or cardiac function in TRPM8-/-mice(P>0.05).Furthermore,borneol reduced inflammatory cell infiltration and the expression of inflammatory cytokines,tumor necrosis factor-α(TNF-α),interleukin-1β(IL-1β),IL-6 and monocyte chemotactic protein-1(MCP-1),in WT mice(P<0.05 or P<0.01)but not in TRPM8-/-mice(P>0.05).CONCLUSION:Borneol attenuates inflammation,inhibits cardiac re-modeling and improves cardiac function in mice with MI via TRPM8.
7.Evaluation of medical and health resource allocation efficiency in tertiary hospitals of Suzhou
Xiao WANG ; Gang DONG ; Yihe HU ; Xiaohong ZHU ; Qinghua WANG ; Jingyun TANG
Modern Hospital 2024;24(8):1156-1160,1163
Objective To analyze the allocation efficiency of medical and health resources in 26 tertiary hospitals in Suzhou from 2017 to 2022 and perform quantitative analysis in order to provide suggestions for relevant departments to rationally coordinate the health resources allocation,regional health planning and hospital management.Methods The number of health technicians,the number of beds in health institutions and the total health expenditure were selected as input indicators,while the number of diagnostic and treatment visits and the number of discharged patients were selected as output indicators.The efficiency was measured by the SBM(Slack-Based Measure)model and the SBM window model respectively.Results Influenced by public health emergencies,the allocation efficiency of medical resources in tertiary hospitals in Suzhou city decreased first and then started to increase Under the two models,the average efficiency scores of 26 hospitals were 0.687 and 0.707,respectively.Notably,under the SBM window model,19 hospitals(73%)achieved efficiency scores near or above the average.Conclusion The two models present a conclusion that the overall efficiency of the tertiary hospitals in Suzhou is generally effective.To further enhance the allo-cation and utilization of medical resources,it is suggested that a comprehensive consideration of health needs guide the planning of medical resource distribution.Leveraging information technology to innovate medical service models,and strengthening internal de-velopment and management practices are essential strategies for promoting high-quality development in tertiary hospitals.
8.Evolving landscape of treatments targeting the microenvironment of liver metastases in non-small cell lung cancer
Lingling ZHU ; Xianzhe YU ; Xiaojun TANG ; Chenggong HU ; Lei WU ; Yanyang LIU ; Qinghua ZHOU
Chinese Medical Journal 2024;137(9):1019-1032
Liver metastases (LMs) are common in lung cancer. Despite substantial advances in diagnosis and treatment, the survival rate of patients with LM remains low as the immune-suppressive microenvironment of the liver allows tumor cells to evade the immune system. The impact of LMs on the outcomes of immune checkpoint inhibitors in patients with solid tumors has been the main focus of recent translational and clinical research. Growing evidence indicates that the hepatic microenvironment delivers paracrine and autocrine signals from non-parenchymal and parenchymal cells. Overall, these microenvironments create pre- and post-metastatic conditions for the progression of LMs. Herein, we reviewed the epidemiology, physiology, pathology and immunology, of LMs associated with non-small cell lung cancer and the role and potential targets of the liver microenvironment in LM in each phase of metastasis. Additionally, we reviewed the current treatment strategies and challenges that should be overcome in preclinical and clinical investigations. These approaches target liver elements as the basis for future clinical trials, including combinatorial interventions reported to resolve hepatic immune suppression, such as immunotherapy plus chemotherapy, immunotherapy plus radiotherapy, immunotherapy plus anti-angiogenesis therapy, and surgical resection.
9.Clinical investigation of enamel demineralization during clear aligner treatment
Danyan HU ; Huifen CHEN ; Junqing WU ; Hu LI ; Bin YAN ; Qinghua SHAO
STOMATOLOGY 2024;44(10):742-746
Objective To investigate the incidence and severity of enamel demineralization during clear aligner treatment and provide reference for clinical medical nursing work.Methods A total of 151 patients(3 507 teeth)undergoing clear aligner treatment in our hospital from 2015 to 2022 were collected.The enamel demineralization before and after treatment was compared,and the enamel demi-neralization index(EDI)was calculated to evaluate the severity of demineralization.The incidence and severity of enamel demineraliza-tion were analyzed statistically,and the differences among different genders,ages and dental positions were compared.Results Enam-el demineralization occurred in 84 patients during treatment,with an incidence rate of 55.63%.Gender and treatment time had no effect on the incidence,and the incidence of adolescent patients was higher than that of adult patients.Among the investigated 3 507 teeth,601 teeth had enamel demineralization,and the incidence rate was 17.14%.The incidence of maxillary anterior teeth and mandibular posterior teeth was higher;the incidence of right teeth was significantly higher than that of left teeth,and the incidence of teeth with ad-hesive attachments was also significantly increased.88%of the enamel demineralization lesions were 1-2 degrees,and the degree of enamel demineralization was similar in male and female patients.But the degree in adolescents was significantly higher than that in adult patients.The average EDI value of maxillary anterior teeth was significantly higher than that of mandible,but that of maxillary posterior teeth was significantly lower than that of mandible.The average EDI value of right teeth was significantly higher than that of left.Conclusion The incidence of enamel demineralization is high in the process of clear aligner treatment,and teenagers are suscep-tible to it.The demineralization of teeth is significantly different among different tooth positions,and adhesive attachments will increase the risk of enamel demineralization.Therefore,medical staff should take active and effective measures in the prevention and treatment of enamel demineralization.
10.Interpretation of the radiologist training system in Canada and enlightenment
Jingyu ZHONG ; Yue XING ; Yangfan HU ; Defang DING ; Xianwei LIU ; Qinghua MIN ; Zhengguang XIAO ; Caisong ZHU ; Dandan SHI ; Xiaoyu FAN ; Jingshen CHU ; Huan ZHANG ; Weiwu YAO
Chinese Journal of Medical Education Research 2024;23(9):1210-1216
This paper aims to discuss the ideas and experience about the radiology residency training system of Canada with a presentation of its base accreditation standards for five aspects, competency goals for seven roles, four stages of training arrangement, and two types of final assessment questions. Although the Canada's radiology residency program differs from China's standardized resident and specialist training programs for radiology, there are still several points that are worth referencing, including emphasizing the training priority of competency goals, providing a specific basis for the stratification of training, offering clear guidance for the implementation of training content, and improving assessment methods to focus on competency goals. These points are of great value for improving the standardized radiology resident and specialist training programs in China, so as to provide a reference for the training of excellent radiologists in China.

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