1.Research progress in digital auscultation: equipment and systems, characteristic parameters, and their application in diagnosis of pulmonary diseases and syndromes
Shuyi ZHANG ; Tao JIANG ; Jiatuo XU
Digital Chinese Medicine 2025;8(1):20-27
Abstract
Traditional Chinese medicine (TCM) auscultation has a long history, and with advancements in equipment and analytical methods, the quantitative analysis of auscultation parameters has determined. However, the complexity and diversity of auscultation, along with variations in devices, analytical methods, and applications, bring challenges to its standardization and deeper application. This review presents the advancements in auscultation equipment and systems, auscultation characteristic parameters, and their application in the diagnosis of pulmonary diseases and syndromes over the past 10 years, while also exploring the progress and challenges of current digital research of auscultation. This review also proposes the establishment of standardized protocols for the collection and analysis of auscultation data, the incorporation of advanced artificial intelligence (AI) auscultation analysis methods, and an exploration of the diagnostic utility of auscultatory features in pulmonary diseases and syndromes, so as to provide more precise decision support for intelligent diagnosis of pulmonary diseases and syndromes
2.A lung cancer early-warning risk model based on facial diagnosis image features
Yulin Shi ; Shuyi Zhang ; Jiayi Liu ; Wenlian Chen ; Lingshuang Liu ; Ling Xu ; Jiatuo Xu
Digital Chinese Medicine 2025;8(3):351-362
Objective:
To explore the feasibility of constructing a lung cancer early-warning risk model based on facial image features, providing novel insights into the early screening of lung cancer.
Methods:
This study included patients with pulmonary nodules diagnosed at the Physical Examination Center of Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine from November 1, 2019 to December 31, 2024, as well as patients with lung cancer diagnosed in the Oncology Departments of Yueyang Hospital of Integrated Traditional Chinese and Western Medicine and Longhua Hospital during the same period. The facial image information of patients with pulmonary nodules and lung cancer was collected using the TFDA-1 tongue and facial diagnosis instrument, and the facial diagnosis features were extracted from it by deep learning technology. Statistical analysis was conducted on the objective facial diagnosis characteristics of the two groups of participants to explore the differences in their facial image characteristics, and the least absolute shrinkage and selection operator (LASSO) regression was used to screen the characteristic variables. Based on the screened feature variables, four machine learning methods: random forest, logistic regression, support vector machine (SVM), and gradient boosting decision tree (GBDT) were used to establish lung cancer classification models independently. Meanwhile, the model performance was evaluated by indicators such as sensitivity, specificity, F1 score, precision, accuracy, the area under the receiver operating characteristic (ROC) curve (AUC), and the area under the precision-recall curve (AP).
Results:
A total of 1 275 patients with pulmonary nodules and 1 623 patients with lung cancer were included in this study. After propensity score matching (PSM) to adjust for gender and age, 535 patients were finally included in the pulmonary nodule group and the lung cancer group, respectively. There were significant differences in multiple color space metrics (such as R, G, B, V, L, a, b, Cr, H, Y, and Cb) and texture metrics [such as gray-levcl co-occurrence matrix (GLCM)-contrast (CON) and GLCM-inverse different moment (IDM)] between the two groups of individuals with pulmonary nodules and lung cancer (P < 0.05). To construct a classification model, LASSO regression was used to select 63 key features from the initial 136 facial features. Based on this feature set, the SVM model demonstrated the best performance after 10-fold stratified cross-validation. The model achieved an average AUC of
3.Research progress on the correlation of solar radiation with pterygium
Shuyi ZHAO ; Jinpeng CUI ; Xiaochen LIU
International Eye Science 2025;25(11):1802-1807
As a common ophthalmic disease, pterygium exhibits a considerably high incidence in global area, particularly in regions with harsh natural environment. While it is unlikely to cause blindness, pterygium frequently disrupts the normal homeostasis of the tear film, leading to discomfort such as dry eyes and foreign body sensation, thereby significantly impairing patients' quality of life. Furthermore, the high surgical intervention rate for pterygium consumes substantial medical resources. Therefore, investigating the underlying mechanisms of pterygium development is essential for its prevention and control. Extensive research has demonstrated the correlation between solar radiation and pterygium occurrence, confirming that ultraviolet rays within solar radiation contribute to the onset and progression of pterygium through multiple pathways, including direct DNA damage to ocular surface cells, oxidative stress-induced injury, involvement in inflammatory regulation, and extracellular matrix remodeling. This paper reviews both domestic and international epidemiological trends of pterygium, as well as the multifaceted mechanisms by which solar radiation influences pterygium development. The aim is to enhance understanding of the relationship between solar exposure and pterygium occurrence, while emphasizing and guiding public awareness of solar radiation protection in clinical practice.
4.Evaluation of Animal Model of Autism Spectrum Disorders Based on Characteristics of Clinical Symptoms of Traditional Chinese and Western Medicine
Yatong ZHANG ; Shuyi ZHAO ; Libin YANG ; Shan JIANG ; Jiaxin SUN ; Ping RONG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(9):202-210
ObjectiveBased on the new method of animal model evaluation, this paper summarized and analyzed the characteristics of traditional Chinese medicine(TCM) and Western medicine syndromes in existing autism spectrum disorder(ASD) animal models, and put forward suggestions for improvement. MethodRelevant literature on ASD animal models in China National Knowledge Infrastructure(CNKI) and PubMed were searched. According to the diagnostic standards of traditional Chinese and western medicine, core symptoms and accompanying symptoms were assigned values, and the clinical consistency of the models was comprehensively evaluated. ResultMost ASD model experimental animals were rodents, and the modeling methods included genetic and non-genetic. Domestic research focused on biochemical induction, while foreign research used genetic models more commonly. Among all models, valproic acid induction had the highest clinical consistency, followed by the neuroligin 4(NLGN4) and contactin associated protein like 2(CNTNAP2) gene knockout models. Most modeling methods could meet the characteristics of surface validity and structural validity, but did not clearly distinguish TCM syndromes. Currently, there is no model that has a high degree of clinical agreement between TCM and western medicine at the same time. ConclusionThe existing ASD animal models are mostly constructed under the guidance of western medicine, which lacks the characteristics of TCM syndromes. And the selection of evaluation indicators of western medicine is relatively single, without specifying the types of TCM syndromes. It is recommended to apply TCM intervention factors during the process of model preparation, to improve the evaluation indicators of traditional Chinese and western medicine, and to emphasize the study of on non-human primates, so as to lay a solid foundation for future experiments.
5.Clinical Effect of Endolymphatic Sac Decompression Combined with One or Two Semicircular Canal Obstruction in the Treatment of Stage Ⅲ or Ⅳ Meniere Disease
Guoping ZHANG ; Nan WANG ; Fen ZHANG ; Jialin JIANG ; Shuyi FENG ; Yide ZHOU
Journal of Audiology and Speech Pathology 2024;32(2):123-128
Objective To investigate the clinical effect and hearing loss of endolymphatic sac decompression(ESD)combined with one or two semicircular canal obstruction(SCO)in treating the patient with stage Ⅲ or stageⅣ Meniere disease.Methods Forty-three patients with stage Ⅲ or stage Ⅳ Meniere disease,who failed to respond to conventional conservative treatment and had the expectation of preserving residual hearing function,were enrolled in the study.They were divided into three groups according to the operation they underwent:ESD combined with lateral and posterior semicircular canal obstruction(ESD+LPSCO)13 cases,ESD combined with lateral semicircu-lar canal obstruction(ESD+LPSCO)14 cases,and ESD only 16 cases.Data of vertigo,ear fullness and tinnitus be-fore and after operation was collected,analyzed and compared.Hearing function before and after the operation was also evaluated.Results The number of vertigo attacks in the three groups(ESD+LPSCO,ESD+LSCO,and ESD)were all significantly reduced after operation.The vertigo control rate were 92.3%,78.6%and 62.5%re-spectively.Compared with pre-operation,the vertigo severity post-operation in the three groups were also signifi-cantly reduced.And the improvement rate of vertigo severity after ESD+LPSCO and ESD+LSCO were both 100%,which were significantly higher than that of ESD(68.8%).The discomfort of tinnitus and ear fullness in the three groups were significantly improved compared with that of pre-operation.The improvement rates of tinnitus in the three groups were 46.2%,50.0%and 43.8%respectively,with no significant difference.The improvement rate of ear fullness in the three groups were 61.5%,57.1%and 50.0%respectively,with no significant difference either.The proportion of patients with decreased hearing after operation in the three groups was 15.4%,7.1%and 18.8%,respectively,and the differences were insignificant.Conclusion ESD combined with one or two SCO can effectively control vertigo and other symptoms of patients with stage Ⅲ or Ⅳ Meniere's disease who had failure to conventional conservative treatment,and can preserve the residual hearing function in considerable extent.
6.Determination of taursodeoxycholic acid and taurchenodeoxycholic acid in Longze Xiongdan capsules by HPLC-ELSD
QIAO Li ; CHEN Zhengdong ; CHEN Fu ; JIAN Shuyi ; HUANG Junzhong ; HUANG Youwen ; LIU Xiaoxiao
Drug Standards of China 2024;25(1):076-081
Objective: To establish a method for determining the content of bear bile powder in Longze Xiongdan capsules with taursodeoxycholic acid(TUDCA) and taurchenodeoxycholic acid(TCDCA) as indexes.
Methods: HPLC series evaporation photodetector was adopted on Chrom Core AQ C18 column(4.6 mm×250 mm, 5 μm), with the mobile phase comprising of acetonitrile ( A ) and 5 mmol·L-1 ammonium acetate solution (B) in a gradient elution (0-40 min, 25%A; 40-50 min, 25%A→29%A; 50-80 min, 29%A; 80-100 min, 29%A→40%A) at the flow rate of 1.0 mL·min-1. The column temperature was 30 ℃. The ELSD was used, of which the drift tube temperature was 110 ℃ and the flow rate of carrier gas(N2) was 2.5 L·min-1.
Results: In the ranges of 1.069-9.57 μg and 0.740 46-7.404 64 μg, logarithms of the injected amount of TUDCA and TCDCA presented good linear relationships with logarithms of the peak area, respectively. The RSDs of precision, repeatability and stability tests were all lower than 2.0%. At three concentration levels the recoveries of TUDCA and TCDCA were 95.2%-97.7% and 91.9%-95.9%, respectively. Samples of 42 batches showed that the contents of TUDCA and TCDCA were 0.18-0.43 and 0.10-0.44 mg·granule-1, respectively.
Conclusion: This method can be used for the quality control of bear bile powder in Longze Xiongdan capsules, thus provides a scientific basis for improving its quality standard.
7.Investigation on a suspected outbreak of carbapenem-resistant Acinetobacter baumannii nosocomial infection in an intensive care unit
Mei HUANG ; Xiaobo GUI ; Ya YANG ; Feng LU ; Juanxiu QIN ; Yan LI ; Shuyi ZHANG ; Wenqin ZHOU ; Xiaofang FU ; Haiqun BAN
Shanghai Journal of Preventive Medicine 2024;36(5):435-438
ObjectiveTo investigate a suspected outbreak of carbapenem-resistant Acinetobacter baumannii (CRAB) nosocomial infection in an intensive care unit (ICU) and provide scientific evidence for prevention and control of multi-drug resistant nosocomial infection. MethodsClinical and epidemiological data of 4 patients with CRAB infection were retrospectively investigated in the ICU of Renji Hospital in November 2021. Environmental hygiene monitoring and multilocus sequence typing (MLST) were conducted and intervention measures were taken. ResultsA total of 4 cases with CRAB infection were identified, among which 1 case was determined to be community-acquired and3 cases were hospital-acquired. The isolated strains shared the same drug resistance, and were all classified into ST368 type. In the surface and hand samples (n=40), 2 CRAB strains were detected in the air filter beside the bed of the first case, with a detection rate of 5%. After adopting comprehensive prevention and control strategies, including environmental cleaning and disinfection, hand hygiene, staff management and training, and supervision, no similar case with CRAB infection was found. ConclusionThis suspected outbreak of CRAB nosocomial infection may be induced by inadequate environmental cleaning and disinfection, and inadequate implementation of hand hygiene. Timely identification, investigation, and targeted measures remain crucial to effective control of possible nosocomial infection.
8.Relationship of self-control and perception of social support with mental health status of university students during the normalization of COVID-19 prevention and control
Yuelin WANG ; Yifan LIU ; Shuyi YANG ; Siyao WANG ; Zhao YANG
Journal of Xi'an Jiaotong University(Medical Sciences) 2024;45(4):680-685
Objective To verify the mental health status and methods to regulate emotion as well as identify the associated factors among Northwest University students during the lockdown period of the COVID-19 outbreak in Xi'an.Methods A questionnaire survey using the random sampling was conducted among the college students in Xi'an,using Self-Control Scale(SCS),Perceived Social Support Scale(PSSS),the Depression-Anxiety-Stress Scale Lite(DASS-21),and Self-Rating Scale of Sleep(SRSS).Results A total of 512 valid questionnaires for college students were collected.The statistical results showed that during the lockdown period after the COVID-19 epidemic outbreak in Xi'an,there were gender and discipline differences in self-control and understanding of social support among college students.That is,compared with boys,girls were more likely to receive social support(P=0.031),friend support(P=0.008),and other support(P=0.029).Compared to liberal arts majors,college students majoring in science and engineering were more likely to engage in self-control,especially in healthy habits(P=0.001),moderate entertainment(P=0.002),and impulse control(P=0.001).However,there was no significant difference in the influence of students'age or whether they came from rural or urban areas on their self-control and understanding of social support abilities.The statistical results also found that the age of college students was significantly correlated with their level of stress and sleep status.Their self-control ability and ability to comprehend social support also had correlation with their mental health status and sleep status during the lockdown period of the epidemic.Conclusion College students were prone to have negative emotions and sleep disorders during the lockdown period of sudden epidemic,which were more common in senior grades,male college students,and liberal arts majors.Active self-control and seeking social support can effectively moderate negative emotions and sleep disturbances.
9.The effectiveness and safety of endoscopic mucosal resection with precutting for rectal neuroendocrine neoplasm smaller than 1 cm in diameter
Lei SHI ; Yuanshun ZHAO ; Hao ZHANG ; Jingyao QIAN ; Xiao YANG ; Wen LI ; Shuyi ZHANG
China Journal of Endoscopy 2024;30(3):1-6
Objective To investigate the effectiveness and safety of endoscopic mucosal resection with precutting(EMR-P)for the treatment of rectal neuroendocrine neoplasm(RNEN)smaller than 1 cm in diameter.Methods Clinical data of 177 patients with RNEN smaller than 1 cm in diameter from December 2016 to December 2021 were retrospectively analyzed.According to different treatment protocols,177 patients with RNEN were divided into endoscopic mucosal resection(EMR)group(n = 46),EMR-P group(n = 40)and endoscopic submucosal dissection(ESD)group(n = 91).The en bloc resection rate,complete resection rate,operation time,postoperative hospitalization time and incidence of operative complications among the three groups were compared.Results The complete resection rate in the EMR-P group(95.0%)and ESD group(97.8%)were significantly higher than that in the EMR group(87.0%)(P<0.05);The operation time in the EMR-P group(9.86±2.23)min was longer than that in the EMR group(4.12±0.88)min,EMR-P group and EMR group were shorter than that in the ESD group(19.55±3.67)min,the difference was statistically significant(P<0.05);Postoperative hospitalization time in the EMR group was(2.45±0.29)d and EMR-P group was(2.43±0.23)d,which were shorter than that in the ESD group(3.30±0.32)d,and the difference was statistically significant(P<0.05).There were no significant difference in the rates of en bloc resection and operative complications among the three groups(P>0.05).Conclusion EMR-P for the treatment of RNEN<1 cm in diameter has the advantages,such as simple operation,short operation time and hospitalization time,high histological complete resection rate and low complication rate,which is worthy of clinical application.
10.Exploring Efficacy and Mechanism of Saffron Floral Bio-residues for Treatment of Hyperuricemia Combined with Gouty Arthritis Based on Compound Compatibility Environment
Jiping WU ; Qingqing LI ; Lan WANG ; Xiaojie YIN ; Shuyi FENG ; Zhihao WANG ; Rixin LIANG ; Bin YANG ; Zhiyong LI
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(23):129-140
ObjectiveTo investigate the efficacy and mechanism of saffron floral bio-residues(SFB) in the treatment of hyperuricemia(HUA) combined with gouty arthritis(GA) in a compound compatibility setting. MethodScreening candidate control Chinese medicines for compound and SFB based on network target distance calculation and data analysis. After adaptive feeding of 80 SD rats for 7 days, 10 rats were randomly selected as the blank group, while the remaining 70 rats were intraperitoneally injected with 3% potassium oxonate and orally administered with 1% adenine for 14 consecutive days. On the 13th day, rats were injected with 2.5% sodium urate solution into the right ankle joint cavity to induce swelling of the joint capsule on the opposite side, inducing a HUA combined with GA model. At the same time, the modeling rats were randomly divided into 7 groups, including the model group, benzbromarone group(positive drug, 0.02 g·kg-1), Tongfengshu tablets group(9 g·kg-1), Tongfengshu granules group(9 g·kg-1), SFB granules group(3.6 g·kg-1), Plantaginis Semen granules group(3.6 g·kg-1), and new formula group(SFB replacing Plantaginis Semen in Tongfengshu granules, 9 g·kg-1), with 10 rats in each group. Each treatment group was orally administered with the corresponding drugs according to body weight, while the control and model groups were given equal volume of distilled water by gavage once a day for 14 consecutive days. After 14 days of synchronous administration and modeling, changes in gait, ankle joint swelling and mechanical pain threshold in rats were observed, and serum uric acid, creatinine, urea nitrogen and xanthine oxidase(XOD) were measured. Enzyme-linked immunosorbent assay(ELSIA) was used to detect the levels of tumor necrosis factor(TNF)-α, interleukin(IL)-1β and IL-6 in rat serum, hematoxylin-eosin(HE) staining was used to observe the pathological changes in the liver, kidney and ankle joints of rats, Western blot was used to detect the expression levels of uric acid transporter 1(URAT1), glucose transporter 9 (GLUT9), organic anion transporter 1(OAT1), adenosine triphosphate(ATP) binding cassette transporter G2(ABCG2), and liver XOD proteins. ResultThrough network pharmacology analysis, Plantaginis Semen was selected as a candidate control herb, and Tongfengshu tablets was used as a compound compatibility environment to explore the efficacy of SFB in reducing blood uric acid levels and treating GA. Animal experiments showed that compared with the blank group, the gait score and joint swelling degree of the model group were significantly increased, and the mechanical pain threshold was significantly decreased(P<0.01). Compared with the model group, the gait score, joint swelling degree and mechanical pain threshold of rats in each medication group were improved to varying degrees. Biochemical indicators showed that compared with the blank group, the serum uric acid, creatinine, urea nitrogen and XOD levels of the model group were significantly increased(P<0.01). Compared with the model group, the serum uric acid and XOD levels of rats in each treatment group were significantly decreased(P<0.01). ELISA results showed that compared with the blank group, the levels of serum TNF-α, IL-1β and IL-6 in the model group were significantly increased(P<0.01). Compared with the model group, the levels of TNF-α, IL-1β and IL-6 in the benzbromarone group, Tongfengshu tablets group, Tongfengshu granules group and new formula group were significantly reduced(P<0.05,P<0.01). Western blot results showed that compared with the blank group, the expression levels of URAT1 and GLUT9 proteins in renal tissue and OXD protein in liver tissue of the model group were significantly increased, while the expression levels of renal OAT1 and ABCG2 were significantly decreased(P<0.01). Compared with the model group, the expression levels of renal URAT1 and GLUT9 in the SFB granules group, Tongfengshu granules group and new formula group were significantly decreased, while the expression levels of renal OAT1 and ABCG2 were significantly increased, and the expression of XOD protein in liver tissue was significantly decreased(P<0.05, P<0.01). Pathological analysis showed that focal infiltration of neutrophils, cell necrosis and nuclear fragmentation were observed in the liver tissue of the model group, sodium urate deposition crystals and tubular dilation appeared in renal tissue, synovial hyperplasia and inflammatory cell infiltration appeared in ankle joint. Compared with the model group, the abnormal degrees of liver, kidney and ankle joint tissue of rats in each treatment group were alleviated. ConclusionThe new formula of SFB replacing Plantaginis Semen has the same effect in the treatment of HUA combined with GA. This study proposes a new strategy to investigate the efficacy of new resources of Chinese medicine in a compound compatibility environment, which can provide a new demonstration for the research and development of new resources of Chinese medicine.

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