1.Disease burden and annual change trends of gastric cancer in China in 1990 - 2021
Siming NING ; Ruixia YANG ; Yanan JIN ; Yue YANG ; Xiaoning KANG
Journal of Public Health and Preventive Medicine 2025;36(4):17-21
Objective To analyze the burden and epidemic trends of gastric cancer in China from 1990 to 2021, and to provide a scientific basis for the formulation of effective prevention and control strategies. Methods Data from the 2021 Global Burden of Disease (GBD) database were used to extract the number of the incidence, prevalence, and death cases, as well as the disability-adjusted life years (DALY) for gastric cancer in China from 1990 to 2021. The corresponding crude rates and age-standardized rates were calculated. The Joinpoint regression model was employed to analyze the trends in the burden of gastric cancer, and a comprehensive examination was conducted from multiple dimensions including age, gender, and time. Results From 1990 to 2021, the age-standardized incidence rate (ASIR) of gastric cancer in China decreased from 48.03 per 100,000 to 29.05 per 100,000, the age-standardized prevalence rate (ASPR) decreased from 67.17 per 100,000 to 57.23 per 100,000, the age-standardized mortality rate (ASMR) decreased from 46.05 per 100,000 to 21.51 per 100,000, and the age-standardized DALY rate (ASDR) decreased from 1181.61 per 100,000 to 501.26 per 100,000. The AAPCs of ASIR, ASPR, ASMR, and ASDR were -1.61%, -0.50%, -2.44%, and -2.75%, respectively. The incidence, prevalence, mortality and DALY rates showed a trend of increasing first and then decreasing with age. Although females had higher incidence, prevalence, mortality, and DALY numbers in the older age groups, males exhibited higher crude rates across all age groups. Conclusion The overall disease burden of gastric cancer in China showed a downward trend from 1990 to 2021, and men and middle-aged and elderly people are the key populations for prevention and control efforts.
2.An interpretable machine learning modeling method for the effect of manual acupuncture manipulations on subcutaneous muscle tissue.
Wenqi ZHANG ; Yanan ZHANG ; Yan SHEN ; Chun SUN ; Jie CHEN ; Yuhe WEI ; Jian KANG ; Ziyi CHEN ; Jingqi YANG ; Jingwen YANG ; Chong SU
Chinese Acupuncture & Moxibustion 2025;45(10):1371-1382
OBJECTIVE:
To investigate the effect of manual acupuncture manipulations (MAMs) on subcutaneous muscle tissue, by developing quantitative models of "lifting and thrusting" and "twisting and rotating", based on machine learning techniques.
METHODS:
A depth camera was used to capture the acupuncture operator's hand movements during "lifting and thrusting" and "twisting and rotating" of needle. Simultaneously, the ultrasound imaging was employed to record the muscle tissue responses of the participants. Amplitude and angular features were extracted from the movement data of operators, and muscle fascicle slope features were derived from the data of ultrasound images. The dynamic time warping barycenter averaging algorithm was adopted to align the dual-source data. Various machine learning techniques were applied to build quantitative models, and the performance of each model was compared. The most optimal model was further analyzed for its interpretability.
RESULTS:
Among the quantitative models built for the two types of MAMs, the random forest model demonstrated the best performance. For the quantitative model of the "lifting and thrusting" technique, the coefficient of determination (R2) was 0.825. For the "twisting and rotating" technique, R2 reached 0.872.
CONCLUSION
Machine learning can be used to effectively develop the models and quantify the effects of MAMs on subcutaneous muscle tissue. It provides a new perspective to understand the mechanism of acupuncture therapy and lays a foundation for optimizing acupuncture technology and designing personalized treatment regimen in the future.
Humans
;
Acupuncture Therapy/methods*
;
Machine Learning
;
Male
;
Adult
;
Female
;
Subcutaneous Tissue/diagnostic imaging*
;
Young Adult
3.Design and Implementation of Non-Invasive Hemodynamic Monitoring System Based on Impedance Cardiogram Method.
Fuhao KANG ; Qi YIN ; Yanan LIU ; Lin HUANG ; Yan HANG ; Jilun YE ; Xu ZHANG
Chinese Journal of Medical Instrumentation 2025;49(1):80-88
Hemodynamic monitoring can reflect cardiac function and blood perfusion and is an indispensable monitoring method in clinical practice. Invasive hemodynamic monitoring methods represented by the thermodilution method are limited in their clinical application scope because they require vascular cannulation. Non-invasive hemodynamic monitoring has attracted extensive attention from medical companies and clinicians at home and abroad in recent years due to its advantages such as safety, non-invasiveness, continuous monitoring, simple operation, and low cost. This paper designs a non-invasive hemodynamic monitoring system based on the impedance cardiography, including hardware, algorithm, software design, and performance parameter evaluation. Among them, the hardware part mainly includes a differential high-frequency constant current source stimulation circuit, impedance cardiogram signal acquisition, and ECG signal acquisition circuit. Signal processing includes wave filtering, impedance cardiogram signal calibration, and ECG signal and impedance cardiogram signal feature point recognition. According to the collected impedance cardiogram and ECG signals, hemodynamic parameters such as heart rate (HR), stroke volume (SV), cardiac output (CO), stroke index (SI), cardiac index (CI), and cardiac contractility index (ICON) are calculated based on the Nyboer thoracic cylinder model. After testing, the key technical indicators of the system hardware are better than that of the relevant medical device standards. The system was used to collect impedance cardiogram and ECG signal data from 40 volunteers. The calculated HR, SV, and CO, three important hemodynamic indicators, were compared with the ICONCore non-invasive cardiac output monitor of OSYPKA Medical in Germany. Their Pearson correlation coefficients were 0.992 ( P<0.001), 0.948 ( P<0.001), and 0.933 ( P<0.001), respectively, verifying that the designed system has high accuracy and reliability.
Cardiography, Impedance/methods*
;
Humans
;
Hemodynamic Monitoring/methods*
;
Equipment Design
;
Signal Processing, Computer-Assisted
;
Hemodynamics
;
Algorithms
;
Monitoring, Physiologic/methods*
;
Electrocardiography
4.Development of a Microstream End-Tidal Carbon Dioxide Monitoring System with Integrated Gas Circuit.
Yanan LIU ; Xuedong SONG ; Qi YIN ; Fuhao KANG ; Yan HANG ; Jilun YE ; Xu ZHANG
Chinese Journal of Medical Instrumentation 2025;49(2):204-211
End-tidal carbon dioxide monitoring is an important means of evaluating human lung function and is widely used in fields such as clinical emergency treatment and cardiopulmonary resuscitation. This paper develops a microstream end-tidal carbon dioxide monitoring system. It adopts an integrated gas circuit design to further reduce the size of the equipment. The system uses the method of calculating the root mean square (RMS) of differential pressure signals to regulate the gas circuit flow, enabling the system to stably operate at a flow state of 30 mL/min. In addition, by simultaneously detecting multiple environmental parameters such as temperature and pressure, the system realizes system state monitoring and gas parameter compensation. The test results show that various indicators of the system meet the requirements of relevant standards, laying a good foundation for subsequent engineering applications.
Carbon Dioxide/analysis*
;
Equipment Design
;
Monitoring, Physiologic/methods*
;
Humans
5.Sixteen-Channel Multimodal High-Precision Transcranial Electrical Stimulation System Development.
Yan HANG ; Qi YIN ; Lin HUANG ; Fuhao KANG ; Yanan LIU ; Jilun YE ; Xu ZHANG
Chinese Journal of Medical Instrumentation 2025;49(4):435-443
This paper introduces a 16-channel multimodal high-precision transcranial electrical stimulation system specifically for non-invasive brain stimulation. This system added TMCS mixed four traditional stimulation modes with TACS, TDCS, TPCS and TRNS. By designing a compensated high-precision constant current source, the constant stimulation current with an accuracy of 0.03 mA in the range of ±2 mA and the stimulation frequency of 50~200 kHz with low frequency of 0~4 kHz (high frequency of 0.1 Hz) are realized. In TACS stimulation mode, there are five adjustable wave forms: triangular wave, sine wave, sawtooth wave, square wave and mixed wave. The system has dual closed-loop control overcurrent detection and simultaneous real-time electrode contact impedance detection. After relevant tests and verification, the system has good stimulation accuracy, high safety and reliability. Compared with the existing products at home and abroad, it features lower cost, richer stimulation mode and waveforms, demonstrating a certain market application value.
Transcranial Direct Current Stimulation/instrumentation*
;
Equipment Design
;
Humans
6.Bioactive Secondary Metabolites from Talaromyces sp. TP21, an Endophytic Fungus of Stellera chamaejasme
Zimo WANG ; Bo LIU ; Xiaoqing WANG ; Dandan ZHANG ; Xuan ZHANG ; Yanan KANG ; Yi SUN
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(23):205-213
ObjectiveTo study the bioactive secondary metabolites of Talaromyces sp. TP21 and their bioactivities. MethodThe secondary metabolites of Talaromyces sp. TP21 were isolated by high performance liquid chromatography (HPLC), normal phase and reversed phase column chromatography combined with molecular networking and bioassay-guided fractionation, and their structures were determined by nuclear magnetic resonance (NMR) and high resolution mass spectrometry (HR MS). The inhibitory effects of the compounds on the growth of the lung cancer cell line A549 and the liver cancer cell line Hep G2 were measured by themethyl thiazolyl tetrazolium (MTT) method. The antimicrobial activities of the compounds were measured with Staphylococcus aureus and human oral cavity-derived Saccharomyces cerevisiae as the indicator microorganisms. ResultSeventeen compounds were isolated from the secondary metabolites of Talaromyces sp. TP21 and identified as ergochrome C (
7.Incidence rate of low-level viremia and related influencing factors in treatment-experienced chronic hepatitis B patients:A Meta-analysis
Lu XIE ; Yanan LIU ; Guangwei LIU ; Pengyu LI ; Xinning HU ; Qiujia KANG ; Huijun GUO
Journal of Clinical Hepatology 2024;40(7):1334-1342
Objective To systematically evaluate the incidence rate of low-level viremia(LLV)in chronic hepatitis B(CHB)patients and related influencing factors,and to provide evidence-based medicine evidence for effective intervention and prevention of LLV in clinical practice.Methods This study was conducted according to the PRISMA guideline,with a PROSPERO registration number of CRD42023455304.CNKI,Wanfang Data,VIP,SinoMed,PubMed,Embase,Web of Science,and the Cochrane library were searched for observational studies on LLV and related influencing factors in CHB patients published up to July 21,2023.Stata 16.0 software was used to perform the meta-analysis.Results A total of 12 articles were included,with a total sample size of 3408 cases,among whom there were 1181 patients with LLV.The meta-analysis showed that the incidence rate of LLV was 32.8%(95%confidence interval[CI]:27.6%—38.3%)in treatment-experienced CHB patients.High HBsAg quantification(odds ratio[OR]=2.107,95%CI:1.782—2.491,P<0.001),positive HBeAg(OR=3.258,95%CI:2.629—4.038,P<0.001),high HBV DNA level at baseline(OR=1.286,95%CI:1.157—1.430,P<0.001),and history of entecavir treatment(OR=3.089,95%CI:1.880—5.074,P<0.001)were risk factors for LLV;duration of antiviral therapy≥3 years(OR=0.175,95%CI:0.093—0.331,P<0.001)and high alanine aminotransferase level at baseline(OR=0.985,95%CI:0.978—0.992,P<0.001)were protective factors against LLV.The sensitivity analysis showed no significant change in effective value,suggesting that the results of the meta-analysis were relatively stable.The funnel plot of the studies included was basically symmetrical,and the results of the Egger's test and the Begg's test suggested that there was no obvious publication bias in the articles included.Conclusion Clinicians should guide decision making based on the influencing factors for LLV and related clinical evidence,so as to reduce long-term clinical risks and avoid adverse outcomes.
8.Development of Wireless Wearable Sleep Monitoring System Based on EEG Signal
Fuhao KANG ; Jieying SHAN ; Zexi LI ; Yanan LIU ; Jilun YE ; Xu ZHANG ; Chunsheng LIU ; Fan WANG
Chinese Journal of Medical Instrumentation 2024;48(2):173-178
A wireless wearable sleep monitoring system based on EEG signals is developed.The collected EEG signals are wirelessly sent to the PC or mobile phone Bluetooth APP for real-time display.The system is small in size,low in power consumption,and light in weight.It can be worn on the patient's forehead and is comfortable.It can be applied to home sleep monitoring scenarios and has good application value.The key performance indicators of the system are compared with the industry-related medical device measurement standards,and the measurement results are better than the special standards.
9.Research Progress on End-Tidal Carbon Dioxide Detection Technology Based on Non-Dispersive Infrared Method
Yanan LIU ; Mingyue LI ; Fuhao KANG ; Lin HUANG ; Yan HANG ; Jilun YE ; Xu ZHANG
Chinese Journal of Medical Instrumentation 2024;48(2):203-207
The concentration of end-tidal carbon dioxide is one of the important indicators for evaluating whether the human respiratory system is normal.Accurately detecting of end-tidal carbon dioxide is of great significance in clinical practice.With the continuous promotion of the localization of end-tidal carbon dioxide monitoring technology,its application in clinical practice in China has become increasingly widespread in recent years.The study is based on the non-dispersive infrared method and comprehensively elaborates on the detection principle,gas sampling methods,key technologies,and technological progress of end-tidal carbon dioxide detection technology.It comprehensively introduces the current development status of this technology and provides reference for application promotion and further improvement.
10.The experience of medical staff participating in remote home palliative care:a qualitative Meta-synthesis
Yanan XU ; Ling YUAN ; Ligui WU ; Yahui LIU ; Yubiao KANG
Chinese Journal of Nursing 2024;59(15):1900-1907
Objective To systematically integrate the experience of medical staff participating in remote home palliative care,and to provide a reference for further promoting the development of remote home palliative care and improving the service quality in China.Methods PubMed,Web of Science,CINAHL,Cochrane Library,Embase,CNKI,Wanfang Database,VIP Database,and Chinese Biomedical Literature Database were searched to collect qualitative studies on the experience of medical staff participating in remote home palliative care,and the search time was from inception to November 2023.The quality of the included literature was evaluated according to the 2016 edition of the Qualitative Research Quality Evaluation Criteria of the Joanna Briggs Institute for Evidence-Based Health Care in Australia,and the results were summarized by meta-synthesis method.Results A total of 11 studies were included,and 40 research results were extracted,and 11 categories were formed,which were summarized into 3 integrated results.① Medical staff perceived the benefits of participating in remote home palliative care:improving the efficiency of medical services,breaking through the limitations of time and space,enhancing job satisfaction,and improving the continuity of palliative care.②Medical staff recognized the challenges of participating in remote home palliative care:poor stability of remote working environment,complex equipment operation,insufficient theoretical knowledge and professional skills,inability to meet the special care needs of patients,and difficulty in defining service time.③Medical staff believe that remote home palliative care services need to be improved:pay attention to the importance of family participation,use remote palliative care as an auxiliary method,and pay attention to establishing a doctor-patient trust relationship.Conclusion There are many benefits and challenges for medical staff to participate in remote home palliative care,and hospital managers should provide multi-faceted support for medical staff,strengthen the construction of remote home palliative care team,establish an online and offline linkage mechanism,and continuously improve the quality of remote home palliative care in China.


Result Analysis
Print
Save
E-mail