1.Deep learning-based fusion of color and spectral features from hyperspectral imaging for the origin identification of Salvia miltiorrhiza
Bai RUIBIN ; Xiong FENG ; Wang HUI ; Luan MEIQI ; Zhou JUNHUI ; Wan XIUFU ; Zhao ZIHAN ; Zhang XIAOBO ; Zhang CHU ; Yang JIAN
Science of Traditional Chinese Medicine 2025;3(3):250-258
Background:Salvia miltiorrhiza Bunge,commonly known as"Danshen"in China due to the distinctive red color of its roots,is one of the most widely used traditional Chinese medicines.It is cultivated in various regions across China,and environmental differences among these regions can affect the secondary metabolites of plants,thereby influencing the quality of S.miltiorrhiza.In recent years,increasing demand for S.miltiorrhiza has exacerbated the problem of origin fraud.Therefore,ensuring the authenticity of its geo-graphical origin is crucial for the sustainable development of the industry.Objective:The red coloration of S.miltiorrhiza is closely associated with the content of its primary active compounds,particularly tanshinones.Therefore,both its internal chemical composition and external color characteristics serve as key indicators for quality assessment.This study utilized hyperspectral imaging technology to evaluate its potential in classifying the geographical origin of S.miltiorrhiza.Methods:Spectral data reflecting the internal chemical properties of S.miltiorrhiza were integrated with color information represent-ing its external features through 3 levels of data fusion.These fused datasets were then combined with deep learning algorithms to achieve accurate origin classification.Results:The results demonstrated that the Transformer model combined with soft-voting decision-level fusion achieved the highest classification accuracy of 98.72%by integrating image color and short-wave infrared spectral data.Conclusion:This study demonstrates that integrating hyperspectral imaging spectral data with color information provides a reliable and innovative approach for verifying the authenticity and traceability of S.miltiorrhiza.
2.Deep learning-based fusion of color and spectral features from hyperspectral imaging for the origin identification of Salvia miltiorrhiza
Ruibin BAI ; Feng XIONG ; Hui WANG ; Meiqi LUAN ; Junhui ZHOU ; Xiufu WAN ; Zihan ZHAO ; Xiaobo ZHANG ; Chu ZHANG ; Jian YANG
Science of Traditional Chinese Medicine 2025;3(3):250-258
Background: Salvia miltiorrhiza Bunge, commonly known as “Danshen” in China due to the distinctive red color of its roots, is one of the most widely used traditional Chinese medicines. It is cultivated in various regions across China, and environmental differences among these regions can affect the secondary metabolites of plants, thereby influencing the quality of S. miltiorrhiza. In recent years, increasing demand for S. miltiorrhiza has exacerbated the problem of origin fraud. Therefore, ensuring the authenticity of its geographical origin is crucial for the sustainable development of the industry. Objective: The red coloration of S. miltiorrhiza is closely associated with the content of its primary active compounds, particularly tanshinones. Therefore, both its internal chemical composition and external color characteristics serve as key indicators for quality assessment. This study utilized hyperspectral imaging technology to evaluate its potential in classifying the geographical origin of S. miltiorrhiza. Methods: Spectral data reflecting the internal chemical properties of S. miltiorrhiza were integrated with color information representing its external features through 3 levels of data fusion. These fused datasets were then combined with deep learning algorithms to achieve accurate origin classification. Results: The results demonstrated that the Transformer model combined with soft-voting decision-level fusion achieved the highest classification accuracy of 98.72% by integrating image color and short-wave infrared spectral data. Conclusion: This study demonstrates that integrating hyperspectral imaging spectral data with color information provides a reliable and innovative approach for verifying the authenticity and traceability of S. miltiorrhiza.
3.Cuscutae Semen ameliorates mepanipyrim-induced visual impairment in zebrafish via the phototransduction pathway with identification of potential active constituents
Yaling YANG ; Zihan ZHAO ; Yaqian ZHENG ; Naying ZHENG ; Lian YANG ; Anfernee Kai Wing TSE ; Zhenghong ZUO ; Chengyong HE ; Jian YANG ; Lanping GUO
Science of Traditional Chinese Medicine 2025;3(4):336-346
Background: The global rise in visual impairment, driven by population aging, the increasing prevalence of lifestyle-related chronic diseases, and environmental factors, has made it a critical public health concern, highlighting the urgent need for effective preventive strategies and eye health maintenance. Cuscutae Semen (CS), a traditional Chinese herbal medicine long regarded for its vision-enhancing properties, has been widely used to support ocular health. However, its underlying molecular mechanisms and bioactive constituents remain poorly understood, limiting its modernization and broader clinical application. Objective: This study aims to investigate the restorative effects of CS on visual impairment, elucidate its underlying mechanisms, and identify potential active components. Methods: A zebrafish model of visual impairment was established using mepanipyrim to simulate retinal structural damage and visual dysfunction. The therapeutic effects of CS were systematically evaluated through behavioral analyses and histomorphological observations. To elucidate the underlying mechanisms, an integrated approach was employed, combining transcriptome sequencing (RNA-seq), reverse transcription quantitative polymerase chain reaction validation, and immunofluorescence staining to identify critical genes and pathways involved. Furthermore, macroporous resin column chromatography was employed for the fractionation and screening of potential active components. Results: CS treatment significantly alleviated mepanipyrim-induced ocular abnormalities in zebrafish, restoring approximately 82% of the observed morphological defects. Behavioral assessments revealed that CS-treated zebrafish exhibited markedly increased swimming speed and distance, indicating enhanced visual light sensitivity. Histopathological analysis demonstrated that CS effectively repaired the structure of retinal cell layers. RNA-seq revealed that CS broadly reversed mepanipyrim-induced gene expression disturbances, suggesting a restorative effect on transcriptomic homeostasis. Gene Ontology enrichment analysis identified the phototransduction pathway as a key mediator of CS’s therapeutic effects. This was further supported by reverse transcription quantitative polymerase chain reaction validation of critical genes and immunofluorescence staining, which confirmed the restored expression of Pde6a and Gnat2, key proteins involved in photic signal transmission. Active component screening indicated that high-polar constituents, including chlorogenic acid, may constitute one of the major bioactive fractions responsible for the observed therapeutic effects. Conclusion: This study provides evidence of the vision-protective effects of CS in a zebrafish model, demonstrating that its therapeutic mechanism involves modulation of the phototransduction pathway. Chlorogenic acid was identified as one of the key bioactive constituents contributing to this effect. These findings not only provide scientific validation for the traditional use of CS in ocular protection but also present promising therapeutic prospects for the prevention and treatment of visual impairment.
4.Protective effect of Notch1-regulated microglial polarization against epileptic seizure in mice
Yangyang ZHU ; Meng LIU ; Daodi YANG ; Yiyi HU ; Jingxian FANG
Journal of China Medical University 2025;54(3):228-232
Objective To investigate the protective effect of Notch1-regulated microglial polarization against epileptic seizure in mice.Methods The pentylenetetrazole(PTZ)kindling models of epilepsy were established in mice with normal(Notch1normal)and high(Notch1over)expression of the Notch1 protein,with Racine grade Ⅳ set as the standard,to evaluate the effect of Notch1 expression on sei-zure susceptibility.Microglial activation and polarization in the temporal lobe tissues of mice were detected using immunofluorescence staining,and the levels of inflammatory cytokines in the temporal lobe tissues was detected using an enzyme-linked immunosorbent assay.Results High Notch1 expression showed high resistance to seizures.Compared with the Notch1normal+Sal group,the relative fluorescence intensity of Iba1,CD16,and Arg1 proteins in the temporal lobes of mice in the Notch1normal+PTZ group,as well as the TNF-α,IL-6,and IL-10 levels significantly increased(P<0.05).Compared with the Notch1nornal+PTZ group,the relative fluorescence intensity of Iba1 and CD16 proteins in the temporal lobes of mice in the Notch1over+PTZ group significantly decreased(P<0.05),the relative fluorescence intensity of Arg1 protein significantly increased(P<0.05),the TNF-α and IL-6 levels significantly decreased(P<0.05),and the IL-10 level further increased(P<0.05).Conclusion High Notch1 protein expression significantly enhanced M2-type microglial polari-zation,inhibited M1-type microglial polarization,and increased resistance to seizure susceptibility in mice.
5.Deep learning-based fusion of color and spectral features from hyperspectral imaging for the origin identification of Salvia miltiorrhiza
Bai RUIBIN ; Xiong FENG ; Wang HUI ; Luan MEIQI ; Zhou JUNHUI ; Wan XIUFU ; Zhao ZIHAN ; Zhang XIAOBO ; Zhang CHU ; Yang JIAN
Science of Traditional Chinese Medicine 2025;3(3):250-258
Background:Salvia miltiorrhiza Bunge,commonly known as"Danshen"in China due to the distinctive red color of its roots,is one of the most widely used traditional Chinese medicines.It is cultivated in various regions across China,and environmental differences among these regions can affect the secondary metabolites of plants,thereby influencing the quality of S.miltiorrhiza.In recent years,increasing demand for S.miltiorrhiza has exacerbated the problem of origin fraud.Therefore,ensuring the authenticity of its geo-graphical origin is crucial for the sustainable development of the industry.Objective:The red coloration of S.miltiorrhiza is closely associated with the content of its primary active compounds,particularly tanshinones.Therefore,both its internal chemical composition and external color characteristics serve as key indicators for quality assessment.This study utilized hyperspectral imaging technology to evaluate its potential in classifying the geographical origin of S.miltiorrhiza.Methods:Spectral data reflecting the internal chemical properties of S.miltiorrhiza were integrated with color information represent-ing its external features through 3 levels of data fusion.These fused datasets were then combined with deep learning algorithms to achieve accurate origin classification.Results:The results demonstrated that the Transformer model combined with soft-voting decision-level fusion achieved the highest classification accuracy of 98.72%by integrating image color and short-wave infrared spectral data.Conclusion:This study demonstrates that integrating hyperspectral imaging spectral data with color information provides a reliable and innovative approach for verifying the authenticity and traceability of S.miltiorrhiza.
6.Protective effect of Notch1-regulated microglial polarization against epileptic seizure in mice
Yangyang ZHU ; Meng LIU ; Daodi YANG ; Yiyi HU ; Jingxian FANG
Journal of China Medical University 2025;54(3):228-232
Objective To investigate the protective effect of Notch1-regulated microglial polarization against epileptic seizure in mice.Methods The pentylenetetrazole(PTZ)kindling models of epilepsy were established in mice with normal(Notch1normal)and high(Notch1over)expression of the Notch1 protein,with Racine grade Ⅳ set as the standard,to evaluate the effect of Notch1 expression on sei-zure susceptibility.Microglial activation and polarization in the temporal lobe tissues of mice were detected using immunofluorescence staining,and the levels of inflammatory cytokines in the temporal lobe tissues was detected using an enzyme-linked immunosorbent assay.Results High Notch1 expression showed high resistance to seizures.Compared with the Notch1normal+Sal group,the relative fluorescence intensity of Iba1,CD16,and Arg1 proteins in the temporal lobes of mice in the Notch1normal+PTZ group,as well as the TNF-α,IL-6,and IL-10 levels significantly increased(P<0.05).Compared with the Notch1nornal+PTZ group,the relative fluorescence intensity of Iba1 and CD16 proteins in the temporal lobes of mice in the Notch1over+PTZ group significantly decreased(P<0.05),the relative fluorescence intensity of Arg1 protein significantly increased(P<0.05),the TNF-α and IL-6 levels significantly decreased(P<0.05),and the IL-10 level further increased(P<0.05).Conclusion High Notch1 protein expression significantly enhanced M2-type microglial polari-zation,inhibited M1-type microglial polarization,and increased resistance to seizure susceptibility in mice.
7.Spectrum-effect relationship between components and antitumor activity of Lonicerae Japonicae Flos based on orthogonal partial least squares regression
Tianliang LIU ; Linlin YANG ; Chengming DONG ; Daming QI ; Baoyu JI ; Qiguo GAO
Science of Traditional Chinese Medicine 2024;2(2):138-147
Lonicerae Japonicae Flos is a significant food and traditional Chinese medicine, known as plant antibiotics. It has rich chemical constituents and significant pharmacological effects. The antitumor activity of Lonicerae Japonicae Flos has been clarified, but the study on its spectrum-effect relationship has not been reported. The compounds responsible for its antitumor activity are still unknown. In this study, processed products of Lonicerae Japonicae Flos at different temperatures were taken as experimental materials, and SMMC-7721, A549, and MGC80-3 cells were tested. The orthogonal partial least squares regression method was used to analyze the common compounds in different processed products and the antitumor activity. The results show that processed products have a stronger inhibitory effect on A549 cells and MGC80-3 cells than SMMC-7721 cells. Compounds such as secologanic acid, isochlorogenic acid A, serotonin, and chlorogenic acid play an important role in their antitumor effects.
8.Effect of sulfur fumigation on quality and safety of Lilii Bulbus.
Rong ZHANG ; Ya-Ling YANG ; Ai-Ping DENG ; Li-Ping KANG ; Ming-En CHENG ; Chuan-Zhi KANG ; Lan-Ping GUO
China Journal of Chinese Materia Medica 2023;48(3):660-671
Lilii Bulbus is a commonly used Chinese herbal medicine with both medicinal and edible values, while the market products usually has the problem of sulfur fumigation. Therefore, the quality and safety of Lilii Bulbus products deserve attention. In this study, ultra-high performance liquid chromatography-time of flight-tandem mass spectrometry(UPLC-Q-TOF-MS/MS) was combined with principal component analysis(PCA) and orthogonal partial least squares discriminant analysis(OPLS-DA) to analyze the differential components of Lilii Bulbus before and after sulfur fumigation. We identified ten markers generated after sulfur fumigation, summarized their mass fragmentation and transformation patterns, and verified the structures of phenylacrylic acid markers of sulfur fumigation. At the same time, the cytotoxicity of the aqueous extracts of Lilii Bulbus before and after sulfur fumigation was evaluated. The results showed that in the concentration range of 0-800 mg·L~(-1), the aqueous extract of Lilii Bulbus after sulfur fumigation had no significant effect on the viability of human liver LO2 cells, human renal proximal tubular HK-2 cells, and rat adrenal pheochromocytoma PC-12 cells. Moreover, the viability of the cells exposed to the aqueous extract of Lilii Bulbus before and after sulfur fumigation showed no significant difference. This study identified phenylacrylic acid and furostanol saponins as markers of sulfur-fumigated Lilii Bulbus for the first time, and made clear that proper sulfur fumigation of Lilii Bulbus would not produce cytotoxicity, providing a theoretical basis for the rapid identification and quality and safety control of sulfur-fumigated Lilii Bulbus.
Humans
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Animals
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Rats
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Fumigation
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Tandem Mass Spectrometry
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Chromatography, High Pressure Liquid
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Epithelial Cells
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Sulfur
9.A Soybean Straw Cultivation Medium for Armillaria gallica and Optimal Composition
Tian-rui LIU ; Yang-hua LI ; Peng-jie HAN ; Jun-hui ZHOU ; Yu-yang ZHAO ; Yuan YUAN
Chinese Journal of Experimental Traditional Medical Formulae 2021;27(15):100-106
Objective:To explore the feasibility of replacing wood (or wood chips) with crop residues for culturing
10. The preserving insertion point of the rectus abdominisPfannenstiel approach for the treatment of anterior pelvic ring fractures
Long CHEN ; Daodi QIU ; Weicheng XU ; Yang YU ; Yimin WENG ; Xiaoshan GUO ; Dongsheng ZHOU
Chinese Journal of Orthopaedics 2019;39(13):810-816
Objective:
To compare the clinical efficacy of the preserving insertion point of the rectus abdominis-Pfannenstiel approach with traditional Pfannenstiel approach in the treatment of pelvic anterior ring injuries.
Methods:
A retrospective analysis was performed on 43 cases with pelvic anterior ring injuries treated from September 2008 to February 2016. Among them, 20 cases were treated with the preserving insertion point of the rectus abdominis-Pfannenstiel approach (modified approach group) including 14 males and 6 females, aged 18-58 years, with an average age of 36.9 years. According to Tile classification of pelvic fractures, there were 8 cases of B1 type, 4 cases of B2 type, 2 cases of B3 type, 4 cases of C1 type and 2 cases of C2 type. And 23 cases were treated with traditional Pfannenstiel approach (traditional approach group, 16 cases of males and 7 cases of females, aged 19-59 years, with an average age of 36.8 years). Tile classification of pelvic fractures: 9 cases of B1, 4 cases of B2, 3 cases of B3, 4 cases of C1 and 3 cases of C2). The operative time, intraoperative blood loss, postoperative hospital stay, postoperative reduction, postoperative functional and complications were compared between the two groups.
Results:
43 patients were followed up for 12-40 months, with an average of 20.5 months. All fractures healed in 8-20 weeks, with an average time of 10 weeks. Duration of anterior approach: 119.0±18.3 min in the modified approach group and 93.7±17.8 min in the traditional approach group (

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