1.Discussion on Modern Development of Traditional Chinese Medicine Diagnosis Based on Artificial Intelligence
Kun LIAN ; Xueqin WANG ; Duoting TAN ; Weijun LI ; Lin LI ; Xin LI ; Zhixi HU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(9):336-346
Traditional Chinese medicine (TCM) diagnostics is a discipline that studies the basic theories and fundamental skills of diagnostic methods, disease diagnosis, and differentiation in accordance with the theories of TCM. The artificial intelligence (AI) technology has gained remarkable achievements in the intelligentization of the four diagnostic methods in TCM and the standardization of differentiation and diagnosis. However, it still faces many challenges. The standardization of clinical data collection is difficult, and the data quality is uneven, which affects the usability of the data. The integration of the four diagnostic information is insufficient. Most instruments can only collect data from a single diagnostic method, lacking overall integrity. The scientific nature of the diagnostic model needs to be improved. The existing models lack dynamics and the reasoning logic of TCM differentiation. The accuracy of intelligent methods needs to be improved, and the existing evaluation indicators cannot fully reflect the practical application effect of the model. Furthermore, the relevant laws and regulations are still not perfect, and data security and patient privacy lack guarantees. The cultivation of compound talents is insufficient, and there is a lack of interdisciplinary talents who are proficient in both TCM and AI. On this basis, this paper expounded on the current development status, difficulties, and bottlenecks of AI in TCM diagnosis and then explored the development trend of AI in the field of TCM diagnosis. It proposed solutions such as optimizing the data collection process, constructing multimodal diagnostic models, facilitating multi-disciplinary exchanges and cooperation, improving laws and regulations, and cultivating compound talents. It is hoped that modern, standardized, normalized, and intelligent TCM diagnosis can be further promoted, thereby providing new impetus and methods for the inheritance and innovation of TCM.
2.Pandemic-related health literacy: a systematic review of literature in COVID-19, SARS and MERS pandemics.
Jun Jie Benjamin SENG ; Cheng Teng YEAM ; Caleb Weihao HUANG ; Ngiap Chuan TAN ; Lian Leng LOW
Singapore medical journal 2025;66(5):244-255
INTRODUCTION:
Health literacy plays an essential role in one's ability to acquire and understand critical medical information in the coronavirus disease 2019 (COVID-19) infodemic and in other pandemics. We aimed to summarise the assessment, levels and determinants of pandemic-related health literacy and its associated clinical outcomes.
METHODS:
A systematic review was performed in Medline ® , Embase ® , PsycINFO ® , CINAHL ® and four major preprint servers. Observational and interventional studies that evaluated health literacy related to the novel COVID-19, severe acute respiratory syndrome (SARS) and Middle East respiratory syndrome (MERS) were included. Items used in health literacy instruments were grouped under the themes of knowledge, attitudes and practices. Determinants of health literacy were grouped into five domains: sociodemographic, medical, psychological/psychiatric, health systems-related and others.
RESULTS:
Of the 2,065 articles screened, 70 articles were included. Of these, 21, 17 and 32 studies evaluated health literacy related to COVID-19, SARS and MERS, respectively. The rates of low pandemic health literacy ranged from 4.3% to 57.9% among medical-related populations and from 4.0% to 82.5% among nonmedical populations. Knowledge about the symptoms and transmission of infection, worry about infection, and practices related to mask usage and hand hygiene were most frequently evaluated. Sociodemographic determinants of health literacy were most frequently studied, among which higher education level, older age and female gender were found to be associated with better health literacy. No studies evaluated the outcomes associated with health literacy.
CONCLUSION
The level of pandemic-related health literacy is suboptimal. Healthcare administrators need to be aware of health literacy determinants when formulating policies in pandemics.
Humans
;
Health Literacy
;
COVID-19/epidemiology*
;
Severe Acute Respiratory Syndrome/epidemiology*
;
Health Knowledge, Attitudes, Practice
;
Pandemics
;
SARS-CoV-2
;
Coronavirus Infections/epidemiology*
;
Middle East Respiratory Syndrome Coronavirus
;
Female
;
Male
3.A Study of Flow Sorting Lymphocyte Subsets to Detect Epstein-Barr Virus Reactivation in Patients with Hematological Malignancies.
Hui-Ying LI ; Shen-Hao LIU ; Fang-Tong LIU ; Kai-Wen TAN ; Zi-Hao WANG ; Han-Yu CAO ; Si-Man HUANG ; Chao-Ling WAN ; Hai-Ping DAI ; Sheng-Li XUE ; Lian BAI
Journal of Experimental Hematology 2025;33(5):1468-1475
OBJECTIVE:
To analyze the Epstein-Barr virus (EBV) load in different lymphocyte subsets, as well as clinical characteristics and outcomes in patients with hematologic malignancies experiencing EBV reactivation.
METHODS:
Peripheral blood samples from patients were collected. B, T, and NK cells were isolated sorting with magnetic beads by flow cytometry. The EBV load in each subset was quantitated by real-time quantitative polymerase chain reaction (RT-qPCR). Clinical data were colleted from electronic medical records. Survival status was followed up through outpatient visits and telephone calls. Statistical analyses were performed using SPSS 25.0.
RESULTS:
A total of 39 patients with hematologic malignancies were included, among whom 35 patients had undergone allogeneic hematopoietic stem cell transplantation (allo-HSCT). The median time to EBV reactivation was 4.8 months (range: 1.7-57.1 months) after allo-HSCT. EBV was detected in B, T, and NK cells in 20 patients, in B and T cells in 11 patients, and only in B cells in 4 patients. In the 35 patients, the median EBV load in B cells was 2.19×104 copies/ml, significantly higher than that in T cells (4.00×103 copies/ml, P <0.01) and NK cells (2.85×102 copies/ml, P <0.01). Rituximab (RTX) was administered for 32 patients, resulting in EBV negativity in 32 patients with a median time of 8 days (range: 2-39 days). Post-treatment analysis of 13 patients showed EBV were all negative in B, T, and NK cells. In the four non-transplant patients, the median time to EBV reactivation was 35 days (range: 1-328 days) after diagnosis of the primary disease. EBV was detected in one or two subsets of B, T, or NK cells, but not simultaneously in all three subsets. These patients received a combination chemotherapy targeting at the primary disease, with 3 patients achieving EBV negativity, and the median time to be negative was 40 days (range: 13-75 days).
CONCLUSION
In hematologic malignancy patients after allo-HSCT, EBV reactivation commonly involves B, T, and NK cells, with a significantly higher viral load in B cells compared to T and NK cells. Rituximab is effective for EBV clearance. In non-transplant patients, EBV reactivation is restricted to one or two lymphocyte subsets, and clearance is slower, highlighting the need for prompt anti-tumor therapy.
Humans
;
Hematologic Neoplasms/virology*
;
Herpesvirus 4, Human/physiology*
;
Epstein-Barr Virus Infections
;
Hematopoietic Stem Cell Transplantation
;
Virus Activation
;
Lymphocyte Subsets/virology*
;
Flow Cytometry
;
Killer Cells, Natural/virology*
;
Male
;
Female
;
B-Lymphocytes/virology*
;
Viral Load
;
Adult
;
T-Lymphocytes/virology*
;
Middle Aged
4.New progress in molecular diagnostic methods for early-onset sepsis in newborns
Xiong-jun TAN ; Ji-tao LIN ; Xiao-lian ZHU ; Li-juan ZHANG ; Qing-hua WEN ; Huai-wu ZHENG
Journal of Regional Anatomy and Operative Surgery 2025;34(1):89-92
Neonatal sepsis is a global health problem that seriously affects the body health and life safety of newborns. It has a higher incidence in preterm infants,especially for early-onset sepsis (EOS) within 72 hours of birth. The diagnosis of neonatal EOS requires a series of examinations,and early and accurate diagnosis can improve clinical outcomes and reduce antibiotic overuse in a timely manner. At present,the commonly used biomarkers and traditional blood culture methods for EOS diagnosis have certain shortcomings,so it is urgent to find new molecular diagnostic methods. This article summarizes and compares the early and novel diagnostic methods of neonatal EOS,in order to provide a reference for clinical practice.
5.Effects of electroacupuncture on microglia and inflammatory factors in PCPA-induced insomnia in rats
Tian TAN ; Meng ZHANG ; Caiqin LI ; Jiafei TAN ; Xi HE ; Lijuan HE ; Bingqing HU ; Riyu GONG ; Lian LIU
Chinese Journal of Comparative Medicine 2025;35(6):12-21
Objective To explore the effects and therapeutic mechanism of electroacupuncture on the levels of polarization markers and inflammatory factors interleukin(IL)-6,IL-4,tumor necrosis factor-alpha(TNF-α),and IL-10 in rats with para-chlorophenylalanine-induced insomnia(PCPA).Methods Fifty healthy specific-pathogen free grade Sprague-Dawley rats,half male and half female,were randomly divided into a blank group(n=10)and a model reserve group(n=40),in which insomnia was induced by intraperitoneal injection of a 500 mg/kg PCPA suspension.Using the random number table method,the 30 successfully modeled rats were divided into three treatment groups of 10 rats/group:model,electroacupuncture,and estazolam.The estazolam group was given estazolam 0.2 mg/(kg·d)by gavage;the electroacupuncture group was given once-daily electroacupuncture at the"Shenmen"and"Sanyinjiao"acupoints,and stimulation at the"Baihui"and"Benshen"acupoints,20 minutes each time,for 7 consecutive days.Following treatment,serum and hypothalamic levels of TNF-α,IL-6,IL-4,and IL-10 were detected using ELISA and Western blot,while immunofluorescence staining was used to detect the presence of Iba-1 in hypothalamic microglia and the co-expression of CD86 and CD163,which are markers for the M1 and M2 subtypes of microglial cells,respectively.Results Compared with the blank group,the model group exhibited prolonged sleep latency(SL)(P<0.01),shortened sleep duration(ST)(P<0.05),significantly higher serum and hypothalamic protein levels of IL-6 and TNF-α(P<0.01),and significantly lower levels of IL-4 and IL-10(P<0.01).Compared with the model group,the electroacupuncture and estazolam groups exhibited significantly shorter SL(P<0.01),prolonged ST(P<0.01),significantly lower serum and hypothalamic protein levels of IL-6 and TNF-α(P<0.01),and significantly higher IL-4 and IL-10 levels(P<0.01).IL-6 content was lower in the electroacupuncture group than in the estazolam group(P<0.05).Compared with the blank group,the model group exhibited significantly enhanced Iba-1/CD86(M1 type)co-expression(P<0.01)alongside significantly weakened Iba-1/CD163(M2 type)co-expression(P<0.01).Under electroacupuncture or estazolam intervention,Iba-1/CD86 co-expression was significantly weakened(P<0.01),and Iba-1/CD163 co-expression was significantly enhanced in the model group(P<0.05).Conclusions Electroacupuncture effectively improved sleep disturbances in rats,with an underlying mechanism that may involve regulation of microglial polarization,downregulation of pro-inflammatory cytokine levels,upregulation of anti-inflammatory cytokine levels,and alleviation of neuroinflammation,thereby ameliorating sleep.
6.Pathogenesis of Chronic Heart Failure with Anxiety and Depression and Therapeutic Mechanisms of Bupleuri Radix-based Formulas from Theory of Shaoyang Pivot
Duoting TAN ; Kun LIAN ; Hao LIANG ; Lichong MENG ; Zhixi HU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(16):156-164
Chronic heart failure (CHF), as the terminal stage of various cardiovascular diseases, is characterized by a prolonged clinical course and recurrent exacerbations. The coexistence of CHF with anxiety and depression falls under the category of psycho-cardiological diseases. Studies have demonstrated that anxiety and depression are closely associated with adverse outcomes including elevated risks of cardiovascular events and increased mortality in CHF patients. The complex pathogenesis poses challenges to modern medical treatments, which often face limited efficacy and concurrent side effects. According to the theory of Shaoyang Pivot in traditional Chinese medicine (TCM), this paper elucidates that obstructed Shaoyang Pivot—manifested as Qi transformation disorder, dysregulated fluid metabolism, and abnormal distribution of ministerial fire-serves as a critical pathological basis for CHF with anxiety and depression. Bupleuri Radix-based Formulas, such as Xiao Chaihu Tang, Chaihu Guizhi Tang, and Chaihu Jia Longgu Muli Tang, aim to harmonize lesser Yang to restore the Qi transformation, activate Yang to promote water excretion, and redistribute ministerial fire, thus effectively alleviating pathological states such as Qi stagnation, blood stasis, water retention, and phlegm-fire disturbing the heart in CHF patients with anxiety and depression. Consequently, they mitigate symptoms of this psycho-cardiological disease. Mechanism studies have revealed that Bupleuri Radix-based formulas exhibit multi-target effects, including modulation of neurotransmitters, suppression of inflammatory responses, regulation of lipid metabolism, protection of cardiomyocytes, and improvement of the endothelial function. By interpreting the TCM pathogenesis of CHF with anxiety and depression from the theory of Shaoyang Pivot, this paper delves into the therapeutic principles and mechanisms of Bupleuri Radix-based formulas, providing a theoretical foundation for optimizing TCM diagnosis and treatment strategies for psycho-cardiological diseases.
7.New progress in molecular diagnostic methods for early-onset sepsis in newborns
Xiong-jun TAN ; Ji-tao LIN ; Xiao-lian ZHU ; Li-juan ZHANG ; Qing-hua WEN ; Huai-wu ZHENG
Journal of Regional Anatomy and Operative Surgery 2025;34(1):89-92
Neonatal sepsis is a global health problem that seriously affects the body health and life safety of newborns. It has a higher incidence in preterm infants,especially for early-onset sepsis (EOS) within 72 hours of birth. The diagnosis of neonatal EOS requires a series of examinations,and early and accurate diagnosis can improve clinical outcomes and reduce antibiotic overuse in a timely manner. At present,the commonly used biomarkers and traditional blood culture methods for EOS diagnosis have certain shortcomings,so it is urgent to find new molecular diagnostic methods. This article summarizes and compares the early and novel diagnostic methods of neonatal EOS,in order to provide a reference for clinical practice.
8.Effects of electroacupuncture on microglia and inflammatory factors in PCPA-induced insomnia in rats
Tian TAN ; Meng ZHANG ; Caiqin LI ; Jiafei TAN ; Xi HE ; Lijuan HE ; Bingqing HU ; Riyu GONG ; Lian LIU
Chinese Journal of Comparative Medicine 2025;35(6):12-21
Objective To explore the effects and therapeutic mechanism of electroacupuncture on the levels of polarization markers and inflammatory factors interleukin(IL)-6,IL-4,tumor necrosis factor-alpha(TNF-α),and IL-10 in rats with para-chlorophenylalanine-induced insomnia(PCPA).Methods Fifty healthy specific-pathogen free grade Sprague-Dawley rats,half male and half female,were randomly divided into a blank group(n=10)and a model reserve group(n=40),in which insomnia was induced by intraperitoneal injection of a 500 mg/kg PCPA suspension.Using the random number table method,the 30 successfully modeled rats were divided into three treatment groups of 10 rats/group:model,electroacupuncture,and estazolam.The estazolam group was given estazolam 0.2 mg/(kg·d)by gavage;the electroacupuncture group was given once-daily electroacupuncture at the"Shenmen"and"Sanyinjiao"acupoints,and stimulation at the"Baihui"and"Benshen"acupoints,20 minutes each time,for 7 consecutive days.Following treatment,serum and hypothalamic levels of TNF-α,IL-6,IL-4,and IL-10 were detected using ELISA and Western blot,while immunofluorescence staining was used to detect the presence of Iba-1 in hypothalamic microglia and the co-expression of CD86 and CD163,which are markers for the M1 and M2 subtypes of microglial cells,respectively.Results Compared with the blank group,the model group exhibited prolonged sleep latency(SL)(P<0.01),shortened sleep duration(ST)(P<0.05),significantly higher serum and hypothalamic protein levels of IL-6 and TNF-α(P<0.01),and significantly lower levels of IL-4 and IL-10(P<0.01).Compared with the model group,the electroacupuncture and estazolam groups exhibited significantly shorter SL(P<0.01),prolonged ST(P<0.01),significantly lower serum and hypothalamic protein levels of IL-6 and TNF-α(P<0.01),and significantly higher IL-4 and IL-10 levels(P<0.01).IL-6 content was lower in the electroacupuncture group than in the estazolam group(P<0.05).Compared with the blank group,the model group exhibited significantly enhanced Iba-1/CD86(M1 type)co-expression(P<0.01)alongside significantly weakened Iba-1/CD163(M2 type)co-expression(P<0.01).Under electroacupuncture or estazolam intervention,Iba-1/CD86 co-expression was significantly weakened(P<0.01),and Iba-1/CD163 co-expression was significantly enhanced in the model group(P<0.05).Conclusions Electroacupuncture effectively improved sleep disturbances in rats,with an underlying mechanism that may involve regulation of microglial polarization,downregulation of pro-inflammatory cytokine levels,upregulation of anti-inflammatory cytokine levels,and alleviation of neuroinflammation,thereby ameliorating sleep.
9.Clinical efficacy of overall repair technique for rheumatic mitral valve lesions: A retrospective study in a single center
Ming HOU ; Yong LIU ; Ning ZHANG ; Xiong TAN ; Liang WANG ; Jian ZHANG ; Weitao JIN ; Hongmei LIAN ; Yinglong LAI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(06):867-871
Objective To investigate the clinical efficacy of mitral valve repair technique in the treatment of rheumatic mitral valve lesions. Methods The clinical data of patients diagnosed with rheumatic mitral valve lesions and undergoing mitral valve repair under extracorporeal circulation in our department from 2021 to 2022 were retrospectively analyzed. Results A total of 100 patients were collected, including 78 females and 22 males with an average age of 52 years. There were no secondary open heart or death in the whole group. Extracorporeal circulation time was 136.3±33.1 min, aortic cross-clamping time was 107.6±27.5 min, ventilator use time was 12.9±5.9 h, ICU stay was 2.6±1.4 d, and vasoactive medication use was 823.4±584.4 mg. Before and after the surgery, there were statistical differences in the left ventricular end diastolic diameter, left atrial end systolic diameter, effective mitral valve orifice area, shortening rate of left ventricular short axis, mitral E-peak blood flow velocity, mean mitral transvalvular pressure difference, mitral pressure half-time, and cardiac function graded by New York Heart Association (P<0.05). While there was no statistical difference in left ventricular ejection fraction or left ventricular end-diastolic volume (P>0.05). Conclusion Overall repair of rheumatic mitral valve lesions can significantly improve the cardiac function and hemodynamics of the patients, and is a good choice for patients with rheumatic mitral valve lesions.
10.Research on Objective Characteristics of Tongue Manifestation in 315 Patients with Coronary Heart Disease
Mengyao DUAN ; Chuhao WANG ; Yuquan TAN ; Kun LIAN ; Xintian SHOU ; Yang JIANG ; Boyan MAO ; Zhixi HU
Journal of Traditional Chinese Medicine 2024;65(9):921-927
ObjectiveTo investigate the objective characteristics of tongue manifestations in patients with coronary heart disease (CHD). MethodsA total of 315 participants with CHD were recruited in the CHD group, and 211 healthy participants who underwent physical examination were recruited as the healthy control group. In addition, according to the common comorbidities (primary hypertension, carotid atherosclerosis, type 2 diabetes mellitus, fatty liver, hyperlipidaemia, heart failure, and cerebral infarction) in 315 participants with CHD, each comorbidity was classified into a group of comorbidities with that disease and a group of non-comorbidities. Tongue images were captured using a TFDA-1 tongue diagnostic instrument to characterise the tongue body (TB) and tongue coating (TC), comparing the RGB, HIS, and Lab colour spaces in the chromaticity index (R, red; G, green; B, blue; H, hue; I, intensity; S, saturation; L, lightness; a, red-green axis; b, yellow-blue axis), the tongue coating thickness index (per-All), contrast (CON), angular second moment (ASM), entropy (ENT), and mean (MEAN) in texture metrics. ResultsCompared with the healthy control group, the characteristic indexes of tongue body in CHD group showed lower TB-R, TB-G, TB-B, TB-I, TB-L and higher TB-H, TB-b; and the characteristic indexes of tongue coating in CHD group showed lower TC-R, TC-B and higher TC-CON, TC-MEAN, TC-H, TC-b (P<0.05 or P<0.01). Compared with non-combined primary hypertension group, CHD combined primary hypertension group showed higher per-All, TB-G, TB-L, and lower TB-a, TC-a (P<0.05); compared with the non-combined carotid atherosclerosis group, CHD combined carotid atherosclerosis group showed higher TB-CON, TB-ENT, TB-MEAN, and lower TB-ASM (P<0.05 or P<0.01); compared with the non-combined type 2 diabetes mellitus group, CHD combined type 2 diabetes mellitus group showed lower per-All and higher TB-H (P<0.05 or P<0.01); compared with the non-combined fatty liver group, CHD combined fatty liver group showed higher TB-CON, TB-MEAN, TB-ENT, and lower TB-ASM and TC-S (P<0.05 or P<0.01); compared with the non-combined hyperlipidaemia group, CHD combined hyperlipidaemia group showed lower TB-S and TB-a (P<0.05); compared with non-combined heart failure group, CHD combined heart failure group showed lower TB-R, TB-G, TB-I, TB-L, and higher TB-a (P<0.05 or P<0.01); compared with non-combined cerebral infarction group, CHD combined cerebral infarction group showed higher TC-CON, TC-ENT, TC-MEAN, and lower TC-ASM (P<0.05 or P<0.01). ConclusionCompared to healthy individuals, patients with CHD tend to have darker tongue colours and rougher TC textures. Compared with non-comorbidity participants, those with primary hypertension tended to be lighter tongue colour and thicker tongue coating, those with carotid atherosclerosis had paler tongue body, those with type 2 diabetes mellitus had thinner tongue coating, those with fatty liver disease had paler tongue body and whiter tongue colour, those with hyperlipidaemia and heart failure had paler tongue colour, and those with cerebral infarction had rougher tongue texture.

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