1.Quantifying compatibility mechanisms in traditional Chinese medicine with interpretable graph neural networks.
Journal of Pharmaceutical Analysis 2025;15(8):101342-101342
Traditional Chinese medicine (TCM) features complex compatibility mechanisms involving multi-component, multi-target, and multi-pathway interactions. This study presents an interpretable graph artificial intelligence (GraphAI) framework to quantify such mechanisms in Chinese herbal formulas (CHFs). A multidimensional TCM knowledge graph (TCM-MKG; https://zenodo.org/records/13763953) was constructed, integrating seven standardized modules: TCM terminology, Chinese patent medicines (CPMs), Chinese herbal pieces (CHPs), pharmacognostic origins (POs), chemical compounds, biological targets, and diseases. A neighbor-diffusion strategy was used to address the sparsity of compound-target associations, increasing target coverage from 12.0% to 98.7%. Graph neural networks (GNNs) with attention mechanisms were applied to 6,080 CHFs, modeled as graphs with CHPs as nodes. To embed domain-specific semantics, virtual nodes medicinal properties, i.e., therapeutic nature, flavor, and meridian tropism, were introduced, enabling interpretable modeling of inter-CHP relationships. The model quantitatively captured classical compatibility roles such as "monarch-minister-assistant-guide," and uncovered TCM etiological types derived from diagnostic and efficacy patterns. Model validation using 215 CHFs used for coronavirus disease 2019 (COVID-19) management highlighted Radix Astragali-Rhizoma Phragmitis as a high-attention herb pair. Mass spectrometry (MS) and target prediction identified three active compounds, i.e., methylinissolin-3-O-glucoside, corydalin, and pingbeinine, which converge on pathways such as neuroactive ligand-receptor interaction, xenobiotic response, and neuronal function, supporting their neuroimmune and detoxification potential. Given their high safety and dietary compatibility, this herb pair may offer therapeutic value for managing long COVID-19. All data and code are openly available (https://github.com/ZENGJingqi/GraphAI-for-TCM), providing a scalable and interpretable platform for TCM mechanism research and discovery of bioactive herbal constituents.
2.Mechanistic insights into honey-boiled detoxification of ChuanWu: A study on alkaloid transformation and supramolecular aggregation.
Yu ZHENG ; Nina WEI ; Chang LU ; Weidong LI ; Xiaobin JIA ; Linwei CHEN ; Rui CHEN ; Zhipeng CHEN
Journal of Pharmaceutical Analysis 2025;15(9):101205-101205
ChuanWu (CW), the dried mother root of Aconitum carmichaelii Debx., is a well-known traditional Chinese medicine (TCM) recognized for its potent efficacy but inherent toxicity, primarily due to its alkaloid content. Traditional and modern detoxification methods for CW include proper processing, rational compatibility, and specialized decoction techniques, among which honey-boiled CW is particularly distinctive. However, research on the detoxification mechanism of honey-boiled CW remains limited. This study investigated this mechanism by analyzing alkaloid transformation and supramolecular aggregation. Honey-boiled and water-boiled CW preparations were compared. Ultra-high-performance liquid chromatography-tandem mass spectrometry was used to analyze CW alkaloids, specifically diester alkaloids (DDAs), monoester alkaloids (MDAs), and non-esterified diterpenoid alkaloids (NDAs). Transmission electron microscopy was employed to observe and identify supramolecular aggregates in the honey-boiled CW decoction. In vivo absorption of water-boiled, honey-boiled, and NADES-boiled CW was compared. Median lethal dose (LD50) tests assessed toxicity, including hepatotoxicity and nephrotoxicity. In vitro experiments evaluated the safety, anti-inflammatory, and analgesic effects of CW-medicated serum on RAW264.7 cells, with in vivo validation in mice. Results showed that honey promoted the conversion of highly toxic DDAs to less toxic MDAs and prevented MDAs from hydrolyzing into NDAs. Honey-boiled CW formed approximately 250 nm supramolecular aggregates that encapsulated MDAs, inhibiting their conversion to NDAs. These encapsulated MDAs acted as a stable delivery system with higher bioavailability than free benzoylmesaconine. Subsequent mouse experiments confirmed that honey-boiled CW significantly increased the LD50 of CW while reducing hepatotoxicity and nephrotoxicity. Additionally, honey-boiled CW significantly improved cell safety and enhanced anti-inflammatory and analgesic effects. Our findings reveal that honey-boiled CW exhibits a potent detoxification mechanism by influencing alkaloid transformation and facilitating the formation of supramolecular aggregates. This study lays the groundwork for developing detoxification or synergistic strategies within honey-boiled TCM.
3.Multidisciplinary strategies to enhance therapeutic effects of flavonoids from Epimedii Folium:Integration of herbal medicine,enzyme engineering,and nanotechnology
Yi LU ; Qiulan LUO ; Xiaobin JIA ; James P.TAM ; Huan YANG ; Yuping SHEN ; Xin LI
Journal of Pharmaceutical Analysis 2023;13(3):239-254
Flavonoids such as baohuoside I and icaritin are the major active compounds in Epimedii Folium(EF)and possess excellent therapeutic effects on various diseases.Encouragingly,in 2022,icaritin soft capsules were approved to reach the market for the treatment of hepatocellular carcinoma(HCC)by National Medical Products Administration(NMPA)of China.Moreover,recent studies demonstrate that icaritin can serve as immune-modulating agent to exert anti-tumor effects.Nonetheless,both production effi-ciency and clinical applications of epimedium flavonoids have been restrained because of their low content,poor bioavailability,and unfavorable in vivo delivery efficiency.Recently,various strategies,including enzyme engineering and nanotechnology,have been developed to increase productivity and activity,improve delivery efficiency,and enhance therapeutic effects of epimedium flavonoids.In this review,the structure-activity relationship of epimedium flavonoids is described.Then,enzymatic en-gineering strategies for increasing the productivity of highly active baohuoside I and icaritin are dis-cussed.The nanomedicines for overcoming in vivo delivery barriers and improving therapeutic effects of various diseases are summarized.Finally,the challenges and an outlook on clinical translation of epi-medium flavonoids are proposed.
4.Feasibility of application of deformable image registration to the dosimetry assessment of fractionated brachytherapy for cervical cancer
Qiang ZHAO ; Xiangyang WU ; Xiaobin CHANG ; Tao FENG ; Di YANG ; Ximei QU ; Xuemin WANG ; Jia DENG
Chinese Journal of Radiological Medicine and Protection 2022;42(3):204-209
Objective:To study the differences in the cumulative dose between deformable image registration (DIR) and simple dose-volume histogram (DVH) summation in the fractionated brachytherapy of cervical cancer, and to analyze the feasibility of the application of DIR in the dosimetry assessment of targets and organs-at-risk (OARs) in the brachytherapy.Methods:A retrospective analysis was conducted for 13 cases with primary cervical cancer treated with four fractions of interstitial brachytherapy guided by CT images. The four CT images of each cases were registered using an intensity-based DIR. Then, the cumulative doses (the D2 cm 3, D1 cm 3, and D0.1 cm 3 of the bladder, rectum, intestine, and colon and the D90for targets) after DIR were calculated and compared to those obtained using simple DVH summation. Afterward, the correlation between the dose difference and dice similarity coefficient (DSC) was analyzed. With the dose difference (the remaining dose of OARs caused by the DIR) as limits, a new plan was made for the latest CT to calculate the dose increase to targets. Results:Compared to simple DVH summation, DIR allowed the cumulative doses of the D2 cm 3 and D1 cm 3 of bladder to be decreased by (2.47±1.92) and (2.82±2.73) Gy, respectively on average ( t=-3.65, -2.93, P < 0.05), those of the D2 cm 3, D1 cm 3, and D0.1 cm 3 of rectum to be decreased by (2.05 ± 1.61) Gy, (1.51 ± 1.58), and (3.21 ± 2.50) Gy, respectively on average ( t=-4.02, -3.02, -4.06, P < 0.05), and those of the D2 cm 3, D1 cm 3, and D0.1 cm 3 to be decreased by (1.42 ± 0.99), (1.55 ± 1.28) Gy, and (2.43 ± 1.95) Gy, respectively on average ( t=-3.52, -2.96, -3.06, P < 0.05). There was no significant statistical difference in the D90 of targets, the D0.1 cm 3 of the bladder, and the D2 cm 3, D1 cm 3, D0.1 cm 3 of the colon ( P > 0.05) between both methods, and there was no distinct correlation between DSC and dose difference ( P > 0.05). The DIR increased the dose to targets, with a median value of 150 cGy. However, the accuracy of the DIR should be improved. Conclusions:In clinical practice of multiple fractions of brachytherapy for cervical cancer, it′s still recommended to adopt the simple dose summation method to assess the doses to targets and OARs.
5.Study of the verification of the source positioning and dwelling time based on the well-chamber
Qiang ZHAO ; Xiangyang WU ; Xiaobin CHANG ; Tao FENG ; Kun ZHANG ; Ximei QU ; Xuemin WANG ; Di YANG ; Jia DENG
Chinese Journal of Radiation Oncology 2021;30(3):278-282
Objective:To establish a dosimetric method based on the well-chamber to verify the accuracy of the source positioning and dwelling time for the afterloading machine, aiming to provide a new method for the quality control of afterloading machine.Methods:The principle of this method was explained according to the hardware structure of the well-chamber. Then, the precision of this method was analyzed by the simulation test and data fitting. The feasibility test was also performed. And the advantages and disadvantages of this method were compared with those of the traditional method.Results:The precision of this method for detecting the source positioning was 0.07 mm and the dwelling time was 0.09 s, respectively. In the feasibility test, the standard deviation of the measure value was below 3%.Conclusions:The well-chamber method has high precision and convenient operation. It can be applied in the rapid verification of the relative accuracy of the source positioning and dwelling time of well-chamber.
6. Feasibility study of using two dimensional array ion-chamber to verifiy relative dose distribution calculated with Acuros BV
Qiang ZHAO ; Xiangyang WU ; Xiaobin CHANG ; Tao FENG ; Di YANG ; Kun ZHANG ; Ximei QU ; Xuemin WANG ; Jia DENG
Chinese Journal of Radiological Medicine and Protection 2020;40(1):59-63
Objective:
To study the feasibility of using the PTW729 2D array ion-chamber to verify the relative dose distribution calculated with the Acuros BV algorithm. Both advantages and disadvantages of the method were analyzed to provide reference for practical clinical practices.
Methods:
Based on self-built measurement phantoms, the dose distribution on the same slice of the phantom was measured with PTW729 and film, respectively, under the same measurement condition and plan. The dose distributions obtained by the two method were compared with the result calculated with Acuros BV, separately, by using γ analytical tool. And the stability of the PTW729 was tested.
Results:
The γ comparison value was 95.9% between the film and Acuros BV, 98.9% between the PTW729 and Acuros BV and 88.0% between the film and PTW729, with 95.0%, 100.0%, and 100.0%, in their stability test respectively.
Conclusions
PTW729 2D array ion-chamber can be applied to the rapid verification of Acuros BV algorithm-calculated relative dose distribution.
7.Cortical Organization of Centrifugal Afferents to the Olfactory Bulb: Mono- and Trans-synaptic Tracing with Recombinant Neurotropic Viral Tracers.
Pengjie WEN ; Xiaoping RAO ; Liuying XU ; Zhijian ZHANG ; Fan JIA ; Xiaobin HE ; Fuqiang XU
Neuroscience Bulletin 2019;35(4):709-723
Sensory processing is strongly modulated by different brain and behavioral states, and this is based on the top-down modulation. In the olfactory system, local neural circuits in the olfactory bulb (OB) are innervated by centrifugal afferents in order to regulate the processing of olfactory information in the OB under different behavioral states. The purpose of the present study was to explore the organization of neural networks in olfactory-related cortices and modulatory nuclei that give rise to direct and indirect innervations to the glomerular layer (GL) of the OB at the whole-brain scale. Injection of different recombinant attenuated neurotropic viruses into the GL showed that it received direct inputs from each layer in the OB, centrifugal inputs from the ipsilateralanterior olfactory nucleus (AON), anterior piriform cortex (Pir), and horizontal limb of diagonal band of Broca (HDB), and various indirect inputs from bilateral cortical neurons in the AON, Pir, amygdala, entorhinal cortex, hippocampus, HDB, dorsal raphe, median raphe and locus coeruleus. These results provide a circuitry basis that will help further understand the mechanism by which olfactory information-processing in the OB is regulated.
8.Cognition of Material base of TCM Based on the Whole Concept and Development of Innovative of TCM
World Science and Technology-Modernization of Traditional Chinese Medicine 2017;19(9):1430-1434
The material base of TCM of preventing and curing diseases is an organic whole composed of many ingredients,and which has the characteristics of multi component,multi link and multi target.After many years of exploration and accumulation,the component structure theory of TCM based on the whole concept has been improved and developed.This paper systematically discussed cognition of material base of TCM and scientific connotation of innovative structural components of TCM focused on component structure theory,so as to provide strategies and methods for the research and development of modern innovative Chinese medicine preparations.
9.Effect of extract ethanol and water decoction of Psoralea corylifolia L.on bone development and their toxicities in zebrafish
Ying CHEN ; Mo WANG ; Jie SONG ; Yang ZHAN ; Lijun JING ; Shuqin CHEN ; Xiaobin JIA ; Yingjie WEI
Chinese Journal of Pharmacology and Toxicology 2017;31(6):661-669
OBJECTIVE To investigate the bone development activity and differences in safety of ethanol extract (EE) and water decoction (WD) of Psoralea corylifolia L.efficiently.METHODS Zebrafish larvae were co-exposed to prednisolone 25 μmol· L-1 and different concentrations of EE and WD (0.1,1.0,10 and 100 mg crude drug· L-1),and etidronate disodium (ED) 30 mg·L-1.All these groups were incubated at 28.5℃ until 9 dpf.The medium solution was changed every other day.Zebrafish skeleton at 9 dpf was stained with alizarin red and inspected under an optical microscope,in addition,the death toll and organ toxicity of zebrafish were also observed.The mRNA expression of osteoprotegrin (OPG) and receptor activator of NF-κB ligand (RANKL) in 9 dpf zebrafish were determined with fluorescence quantitative PCR.Zebrafish embryos (1 dpf) were exposed to various concentrations of EE (10,20,30,35,40,50 and 60 mg crude drug· L-1),WD (10,50,100,125,150,175,200 and 500 mg crude drug· L-1),psoralen (12.5,25.0,50.0,100.0,200.0 and 400.0 μmol·L-1) and bakuchiol (1,5,10,25 and 50 μmol· L-1).Embryonic morphology of zebrafish (3 dpf) was inspected with an optical microscope and the death toll of embryos or larvale was counted from 2 dpf to 9 dpf and LC50was calculated.Components of EE and WD ware analyzed by HPLC method.RESULTS Both EE (0.1 mg crude drug· L-1) and WD (1.0 mg crude drug· L-1) groups could increase the staining area and optical density values of zebrafish skeleton compared with prednisolone group (P<0.01),indicating the increase in bone mineralization;the OPG mRNA expression in both EE and WD (1.0 mg crude drug· L-1) groups increased,while the RANKL mRNA expression decreased (P<0.01) and the ratio of OPG/RANKL improved obviously (P<0.01).Embryos exposed to EE,WD,psoralen and bakuchiol showed swelling of the heart and yalk sac,and decrease in GOT.The LC50 of WD and psoralen was 5~8 and 5~21 times that EE and bakuchiol,respectively.The composition and relative content of EE and WD also varied considerably.CONCLUSION Bone development activity and toxicity of EE are both stronger than those of WD.The lipid soluble characteristic components of Psoralea corylifolia L.,may be critical components of toxicity.
10. The association between aflatoxin exposure and primary hepatocellular carcinoma risks: a case-control study in Chongqing
Chuanfen ZHENG ; Hui ZENG ; Jia WANG ; Hui LIN ; Xiaobin FENG ; Ji'an CHEN ; Zhiqun QIU ; Jiaohua LUO ; Anwei XU ; Lingqiao WANG ; Yao TAN ; Shu CHEN ; Peng JIANG ; Weiqun SHU
Chinese Journal of Preventive Medicine 2017;51(6):539-545
Objective:
To investigate the association between aflatoxin exposure and primary hepatocellular carcinoma (PHC) development.
Methods:
From December 2013 to May 2016, we selected 214 patients newly diagnosed with PHC as cases, and 214 patients as controls from three hospitals in Chongqing. Cases were confirmed with PHC diagnosis standard. And cases caused by clear reasons such as drug-induced liver injury, alcoholic liver damage, fatty liver and gallstones etiology, were excluded. Controls were included with no cancer and no digestive system disease, and recruited simultaneously with cases. Cases and controls were frequency-matched (1∶1) by same gender and age (±3 years). Peripheral blood and random urine samples were collected and analyzed for serum HBsAg status by biochemistry analyzer, and serum AFB1-ALB adduct and urinary AFB1-N7-GUA adduct by ELISA. Basic information, living habits and history of disease for patients were obtained by questionnaires. We used wilcoxon rank sum test to compare the median of serum AFB1-ALB adduct and urinary AFB1-N7-GUA adduct in cases and controls. Logistic regression analyses were performed to assess risk factors for PHC, and synergism index (

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