1.Acupuncture clinical decision support system:application of AI technology in acupuncture diagnosis and treatment.
Shuxin ZHANG ; Xinyu LI ; Yanning LIU ; Xubo HONG ; Zhenhu CHEN ; Hongda ZHANG ; Jiaming HONG ; Nanbu WANG
Chinese Acupuncture & Moxibustion 2025;45(7):875-880
Artificial intelligence (AI) technology enhances the function of acupuncture clinical decision support system (CDSS) by promoting the accuracy of its diagnosis, assisting the formulation of personalized therapeutic regimen, and realizing the scientific and precise evaluation of its therapeutic effect. This paper deeply analyzes the unique advantages of AI-based acupuncture CDSS, including the intelligence and high efficiency. Besides, it points out the challenges of data security, the lack of model interpretation and the complexity of interdisciplinary cooperation in the development of acupuncture CDSS. With the continuous development and improvement of AI technology, acupuncture CDSS is expected to play a more important role in the fields of personalized medicine, telemedicine and disease prevention, and to further advance the efficiency and effect of acupuncture treatment, drive the modernization of acupuncture, and enhance its position and influence in the global healthcare system.
Humans
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Acupuncture Therapy
;
Artificial Intelligence
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Decision Support Systems, Clinical
2.Risk assessment of residual dizziness after repositioning in patients with benign paroxysmal positional vertigo according on multivariate analysis and nomogram.
Yanning YUN ; Xinyu XU ; Hansen ZHAO ; Ru HAN ; Jing LIU ; Suining XU ; Guirong LI ; Juanli XING
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(10):923-929
Objective:To investigate the clinical characteristics of residual dizziness(RD) after repositioning in patients with benign paroxysmal positional vertigo(BPPV), identify its potential risk factors, and develop a predictive risk model. Methods:A total of 137 patients diagnosed with BPPV at the First Affiliated Hospital of Xi'an Jiaotong University between January 2023 and June 2023 were enrolled. Based on the presence or absence of subjective discomfort within 3 months after successful repositioning, patients were divided into the non-RD group(NRD, n=93) and the RD group(n=44). Differences in demographic characteristics, comorbidities, and disease-related features were compared between groups. Multivariate logistic regression analysis was used to identify independent risk factors for RD, and a nomogram was constructed based on these factors. The predictive performance of the model was assessed using the area under the curve(AUC). Results:The RD group showed significantly higher values in body mass index, prevalence of diabetes and motion sickness history, dizziness duration before repositioning, history of repositioning at external hospitals, number of treatments, and recurrence(all P<0.001). Multivariate logistic regression revealed that diabetes(adjusted OR=8.73, P=0.039), motion sickness history(adjusted OR=23.08, P<0.001), dizziness duration ≥30 days before repositioning(adjusted OR=15.16, P<0.001), and recurrence(adjusted OR=15.72, P=0.001) were independent risk factors for RD. The nomogram model based on these variables demonstrated good predictive ability, with an AUC of 0.804(95%CI 0.684-0.924). Conclusion:Diabetes, motion sickness history, dizziness duration ≥30 days, and recurrence are independent risk factors for RD after repositioning in patients with BPPV. The nomogram model based on these variables shows good predictive performance, with recurrence having the highest predictive value. This model can aid in early identification of high-risk patients and guide individualized intervention strategies.
Humans
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Nomograms
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Benign Paroxysmal Positional Vertigo/therapy*
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Dizziness/etiology*
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Risk Factors
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Risk Assessment
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Multivariate Analysis
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Male
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Female
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Logistic Models
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Middle Aged
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Patient Positioning
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Adult
3.Research on the diagnosis and treatment path of acute vestibular syndrome patients under the concept of humanistic care
Yingying LIU ; Yanning YUN ; Qun WU ; Pan YANG ; Zixuan YUN ; Li LU ; Juanli XING
Chinese Medical Ethics 2024;37(4):466-469
At present,there are many difficulties in the diagnosis and treatment of acute vestibular syndrome(AVS).For example,complex and difficult identification of the cause of disease,uneven diagnosis and treatment levels of clinical doctors,weak humanistic care awareness,lack of communication skills,intrinsic affinity and other reasons,which make it difficult for AVS patients in the process of diagnosis and treatment,and cannot receive timely and effective treatment,resulting in an exacerbation of doctor-patient conflicts.Therefore,it is recommended to explore new paths of AVS diagnosis and treatment work using the humanistic care concept,respect each other between doctors and patients,build a team of medical staff with the value orientation of"humanistic care",and promote the organic unity of theory and practice of"humanistic care",with a view to better promoting the implementation of AVS diagnosis and treatment work,helping more patients rebuild confidence,enhancing quality of life,and improving the doctor-patient relationship.
4.Gene mutation characteristics of clinical stage ⅠA lung adenocarcinoma and their relations with patients′ long-term prognosis
Li ZHANG ; Mengwen LIU ; Lin LI ; Shuang ZHAO ; Lihong WU ; Zhaohua YIN ; Meng LI ; Yanning GAO ; Ning WU
Chinese Journal of Oncology 2024;46(8):755-763
Objective:To explore the gene mutation characteristics and the relationship between gene mutations and long-term prognosis in clinical stage ⅠA lung adenocarcinoma patients.Methods:A retrospective analysis was conducted on 63 clinical stage ⅠA lung adenocarcinoma patients who underwent surgical resection at the Cancer Hospital of the Chinese Academy of Medical Sciences from January 2007 to October 2012, with documented postoperative recurrence or metastasis, as well as those who had a follow-up duration of 10 years or more without recurrence or metastasis. Whole exome sequencing (WES) technology was used to analyze the gene mutation profiles in tumor tissues and univariate and multivariate Cox regression analysis were used to clarify the influencing factors for patient prognosis.Results:After long term follow-up, 13 out of the 63 patients (21%) experienced recurrence or metastasis. WES technology analysis revealed that the most common tumor related gene mutations occurred in epidermal growth factor receptor (EGFR), with a mutation rate of 65.1% (41/63), followed by tumor protein p53 (TP53), fatatypical cadherin 1 (FAT1), low density lipoprotein receptor-related protein 1B (LRP1B), mechanistic target of rapamycin (MTOR), phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit gamma (PIK3CG), and SWI/SNF related, matrix associated, actin dependent regulator of chromatin, subfamily A, member 4 (SMARCA4), with mutation rates of 30.2% (19/63), 20.6% (13/63), 15.9% (10/63), 15.9% (10/63), 15.9% (10/63), and 15.9% (10/63), respectively. Multivariate Cox regression analysis showed that PIK3CG mutations ( HR=21.52, 95% CI: 3.19-145.01),smoothened (SMO) mutations ( HR=35.28, 95% CI: 3.12-398.39), catenin beta 1 (CTNNB1) mutations ( HR=332.86, 95% CI: 15.76-7 029.05), colony stimulating factor 1 receptor (CSF1R) mutations ( HR=8 109.60, 95% CI: 114.19-575 955.17), and v-Raf murine sarcoma viral oncogene homolog B (BRAF) mutations ( HR=23.65, 95% CI: 1.86-300.43) were independent risk factors affecting the prognosis of clinical stage ⅠA lung adenocarcinoma patients. Conclusions:PIK3CG, SMO, CTNNB1, CSF1R, BRAF gene mutations are closely related to long-term recurrence or metastasis in clinical stage ⅠA lung adenocarcinoma. Patients with these gene mutations should be given closer clinical attention.
5.Gene mutation characteristics of clinical stage ⅠA lung adenocarcinoma and their relations with patients′ long-term prognosis
Li ZHANG ; Mengwen LIU ; Lin LI ; Shuang ZHAO ; Lihong WU ; Zhaohua YIN ; Meng LI ; Yanning GAO ; Ning WU
Chinese Journal of Oncology 2024;46(8):755-763
Objective:To explore the gene mutation characteristics and the relationship between gene mutations and long-term prognosis in clinical stage ⅠA lung adenocarcinoma patients.Methods:A retrospective analysis was conducted on 63 clinical stage ⅠA lung adenocarcinoma patients who underwent surgical resection at the Cancer Hospital of the Chinese Academy of Medical Sciences from January 2007 to October 2012, with documented postoperative recurrence or metastasis, as well as those who had a follow-up duration of 10 years or more without recurrence or metastasis. Whole exome sequencing (WES) technology was used to analyze the gene mutation profiles in tumor tissues and univariate and multivariate Cox regression analysis were used to clarify the influencing factors for patient prognosis.Results:After long term follow-up, 13 out of the 63 patients (21%) experienced recurrence or metastasis. WES technology analysis revealed that the most common tumor related gene mutations occurred in epidermal growth factor receptor (EGFR), with a mutation rate of 65.1% (41/63), followed by tumor protein p53 (TP53), fatatypical cadherin 1 (FAT1), low density lipoprotein receptor-related protein 1B (LRP1B), mechanistic target of rapamycin (MTOR), phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit gamma (PIK3CG), and SWI/SNF related, matrix associated, actin dependent regulator of chromatin, subfamily A, member 4 (SMARCA4), with mutation rates of 30.2% (19/63), 20.6% (13/63), 15.9% (10/63), 15.9% (10/63), 15.9% (10/63), and 15.9% (10/63), respectively. Multivariate Cox regression analysis showed that PIK3CG mutations ( HR=21.52, 95% CI: 3.19-145.01),smoothened (SMO) mutations ( HR=35.28, 95% CI: 3.12-398.39), catenin beta 1 (CTNNB1) mutations ( HR=332.86, 95% CI: 15.76-7 029.05), colony stimulating factor 1 receptor (CSF1R) mutations ( HR=8 109.60, 95% CI: 114.19-575 955.17), and v-Raf murine sarcoma viral oncogene homolog B (BRAF) mutations ( HR=23.65, 95% CI: 1.86-300.43) were independent risk factors affecting the prognosis of clinical stage ⅠA lung adenocarcinoma patients. Conclusions:PIK3CG, SMO, CTNNB1, CSF1R, BRAF gene mutations are closely related to long-term recurrence or metastasis in clinical stage ⅠA lung adenocarcinoma. Patients with these gene mutations should be given closer clinical attention.
6.Design and Construction of a Specialized Clinical Research Database for Inflammatory Demyelinating Diseases of the Central Nervous System
Lei WU ; Bing WANG ; Qian YU ; Hui SUN ; He ZHAO ; Sai GAO ; Hena GUO ; Yanning HUANG ; Zhaoyou MENG ; Li-Anchen XIAO ; Haizhen XU ; Dehui HUANG
Journal of Medical Informatics 2024;45(5):83-88
Purpose/Significance To construct a specialized database for inflammatory demyelinating disease of the central nervous system(CNS),so as to contribute to clinical research and improve the diagnostic and treatment capabilities of primary healthcare institu-tions.Method/Process Using the internet to collect medical data,after processing and analysis,the CNS inflammatory demyelinating disease database is constructed.Using statistical analysis,natural language processing(NLP),artificial intelligence(AI)image recog-nition and data visualization and other technologies,the database information is integrated and analyzed.Result/Conclusion A standard-ized big database for CNS inflammatory demyelinating diseases is constructed,which enables visualization of clinical research data,pro-vides patient education and specialist training,and facilitates multi-center teleconsultations.The establishment of a specialized database for the CNS inflammatory demyelinating disease can promote the transformation of medical research achievements,provide references for future real-world clinical research,optimize the process of diagnosis and treatment,and improve the clinical capability of primary healthcare institutions.
7.Primer probes for targeted identification and detection of Bifidobacterium animalis and their application
Lixia DU ; Dian LI ; Huirong ZHUO ; Mengnan SHI ; Yanning CHEN ; Lanfang LI ; Shaoyang HOU
Journal of China Pharmaceutical University 2023;54(2):255-262
In this study, in order to overcome the shortcomings of the current methods used to identify Bifidobacterium animalis, such as long time, complicated operation and low adaptability of experimental environment, specific primer probes were designed based on ERIC-PCR technology to identify and detect B.animalis.Based on the genomic DNA of B.animalis HP-B1124, the ERIC-PCR reaction conditions of B.animalis HP-B1124 were optimized, and the ERIC-PCR fragments were obtained one by one and sequenced.Two pairs of specific primer probes were designed.The accuracy, specificity, limitation and universality of the two pairs of primer probes were evaluated, and the two pairs of specific primer probes were used for testing the products containing B.animalis in the commercially published formula.The two pairs of specific primer probes designed in this study could be used for identified strains of B.animalis more simply, quickly and targeted.This method has optimized the current relatively traditional methods of pure culture and plate counting identification of B.animalis, and has solved the high requirements of SNP genotyping technology and real-time fluorescence quantitative PCR method for experimental equipment and reagents in the identification of B.animalis to a certain extent.It has the characteristics of low cost, high specificity and earn a broad market development prospect.
8.Mechanism of Polysaccharides from Two Spleen-invigorating Chinese Medicine Prescriptions in Regulating Growth of Bacteroides fragilis in vitro: Based on Differential Expression of Polysaccharide Utilization Loci
Yanning WU ; Li WU ; Hejie WU ; Qinglong SHU
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(22):21-28
ObjectiveTo investigate the effects of using the polysaccharides from two Chinese medicine compound prescriptions as the carbon source on the growth of Bacteroides fragilis and to decipher the mechanism from the perspective of differential expression of polysaccharide utilization loci (PULs) based on transcriptomics. MethodThe media with different carbon sources [20% polysaccharides of Lizhongtang, polysaccharides of Shenling Baizhusan, glucose, and brain heart infusion (BHI) Broth] were used for the anaerobic culture of B. fragile ATCC25285. The effects of different carbon sources on the growth of B. fragilis ATCC25285 were determined by continuous sampling and spectrophotometry. Then, transcriptome sequencing was performed for the cultures obtained with different carbon sources to study the mechanism of different carbon sources in regulating bacterial growth. ResultThe concentration of bacteria with the polysaccharide of Lizhongtang, polysaccharide of Shenling Baizhusan, BHI Broth, and glucose as the carbon sources peaked at 26, 32, 26, 38 h, respectively, and the bacteria in all the four groups achieved robust growth. Gene ontology (GO) enrichment indicated that the differentially expressed genes in the Lizhongtang polysaccharide group and Shenling Baizhusan polysaccharide group were concentrated in the transport and transmembrane transport of dicarboxylic acid. The Shenling Baizhusan polysaccharide and BHI Broth groups showed high expression of PUL 4 and 27, glycoside hydrolase 13 (GH13), and glycosyl transferases 5 (GT5). PUL9 was highly expressed in Shenling Baizhusan polysaccharide group, and PUL 17, 19, and 20, GH3, and GH144 in the BHI Broth group. PUL27 and GT5 were highly expressed in Shenling Baizhusan polysaccharide and glucose groups. PUL 4 and 9 and GH13 were only highly expressed in Shenling Baizhusan polysaccharide group, and PUL 2, 17, and 19 and GH2 in the glucose group. Both Lizhongtang polysaccharide group and BHI group highly expressed PUL 4, 17, 19, 20, and 27, GH3, and GH144. PUL 2, 8, 23, and 27, GH2, and GH57 were highly expressed in Lizhongtang polysaccharide group, while GH13 showed high expression in the BHI group. Both the glucose and Lizhongtang polysacharride groups showed high expression of PUL 4 and 27 and GH2. PUL 4, 8, 20, and 23, GH3, and GH144 were highly expressed in Lizhongtang polysaccharide group, while PUL30 was highly expressed in the glucose group. ConclusionThe in vitro experiments and transcriptome sequencing results confirmed that the expression of PULs and GH may provide benefits or costs to the adaptive growth of Bacteroides fragilis ATCC25285 cultured with different carbon sources, which may be one of the mechanisms by which polysaccharides from Chinese medicine compound prescriptions regulate the growth of B. fragilis ATCC25285. The findings can provide a reference for further research on the relationship between B. fragilis metabolic pathway and polysaccharides of Chinese medicine compound prescriptions.
9.Humanistic Care in Clinical Diagnosis and Treatment of Elderly Benign Paroxysmal Positional Vertigo Patients
Juanli XING ; Xindi WANG ; Leyi ZHANG ; Li LU ; Guifang ZHANG ; Yanning YUN ; Juanli LI
Chinese Medical Ethics 2023;36(6):698-702
Benign paroxysmal positional vertigo (BPPV) is a peripheral vestibular disease with the highest incidence rate, and the elderly are the high incidence population. Particle repositioning maneuver, simple and practicable, and has good clinical effects, is recognized as the preferred treatment method for BPPV. However, the elderly patients have a higher prevalence rate, often suffer from multiple chronic diseases, and their various bodily functions have entered a declining stage, with poor response to treatment and a tendency to recur. Based on these, medical staff should continuously improve their professional abilities, and pay attention to and implement some comprehensive and multi-dimensional humanistic care measures from physiological to psychological aspects such as verbal encouragement, behavioral support, and spiritual integration during the diagnosis and treatment process, to improve the quality of life of elderly BPPV patients, reduce medical disputes, and save medical resources.
10.The influence of additional roll test on the repositioning procedure by SRM-vertigo diagnosis system for horizontal canal benign paroxysmal positional vertigo.
Juanli XING ; Shu ZHANG ; Hansen ZHAO ; Yanning YUN ; Baiya LI ; Shaoqiang ZHANG ; Pan YANG ; Peng HAN
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2023;37(4):268-271
Objective:To evaluate the influence of an additional roll test on the repositioning procedure by SRM-vertigo diagnosis system for horizontal canal benign paroxysmal positional vertigo(HC-BPPV). Methods:A total of 713 patients diagnosed with HC-BPPV in Department of Otolaryngology Head and Neck Surgery,the First Affiliated Hospital of Xi'an Jiaotong University from Jan 2020 to Feb 2022 were enrolled. The patients were divided into two groups by hospital card numbers, in which the number is odd were considered as group A, and the number is even were considered as group B. The group A underwent two circles of Barbecue repositioning procedure by SRM-vertigo diagnosis system, while the group B first performed an additional roll test and then underwent two circles of Barbecue repositioning procedure by SRM-vertigo diagnosis system, to observe the cure rate and compare influence of HC-BPPV by an additional roll test. The quality of life and sleep of patients before and one-month after the treatment were assessed by the dizziness handicap inventory(DHI) and the pittsburgh sleep quality(PSQI). Results:The cure rate of group A was 63.21%, and the cure rate of group B was 87.68%,the difference between the two groups was statistically significant(P<0.05); The DHI score of patients after the repositioning was significantly lower than that before the repositioning(P<0.05). The PSQI score after the repositioning was significantly lower than that before the repositioning(P<0.05). The DHI and the PSQI scores after the repositioning were significantly lower than that before the repositioning, with a statistically significant difference (P< 0.05). The total score of DHI in group B after treatment was lower than that in group A, with a statistically significant difference(P<0.05). The total score of PSQI in group B after treatment was lower than that in group A, with non-statistically significant difference (P< 0.05). Conclusion:An additional roll test before the repositioning procedure by SRM-vertigo diagnosis system can significantly improve the cure rate of HC-BPPV, relieve anxiety, and improve the quality of life.
Humans
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Benign Paroxysmal Positional Vertigo/diagnosis*
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Quality of Life
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Patient Positioning/methods*
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Dizziness
;
Semicircular Canals

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