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Machine learning approaches for elucidating the biological effects of natural products

Natural product reports, 2021-03, Vol.38 (2), p.346-361

2021

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Challenges and opportunities for improving the druggability of natural product: Why need drug delivery system?

Biomedicine & pharmacotherapy, 2023-08, Vol.164, p.114955-114955, Article 114955

2023

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Lindenane sesquiterpenoid dimers with NLRP3 inflammasome inhibitory activities from Chloranthus holostegius var. shimianensis

Biomedicine & pharmacotherapy, 2024-08, Vol.177, p.117087, Article 117087

2024

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Machine Learning Assisted Discovery of Novel p38α Inhibitors from Natural Products

Combinatorial chemistry & high throughput screening, 2023-01, Vol.26 (6), p.1214-1223

2023

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Munronoid I Ameliorates DSS-Induced Mouse Colitis by Inhibiting NLRP3 Inflammasome Activation and Pyroptosis Via Modulation of NLRP3

Frontiers in immunology, 2022-07, Vol.13, p.853194-853194

2022

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Synthesis compound XCR-7a ameliorates LPS-induced inflammatory response by inhibiting the phosphorylation of c-Fos

Biomedicine & pharmacotherapy, 2022-01, Vol.145, p.112468-112468, Article 112468

2022

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InflamNat: web-based database and predictor of anti-inflammatory natural products

Journal of cheminformatics, 2022-06, Vol.14 (1), p.30-30, Article 30

2022

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Extraction and Separation of Active Ingredients in Schisandra chinensis (Turcz.) Baill and the Study of their Antifungal Effects

PloS one, 2016-05, Vol.11 (5), p.e0154731-e0154731

2016

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A new acid isolated from V. negundo L. inhibits NLRP3 inflammasome activation and protects against inflammatory diseases

Frontiers in immunology, 2023-04, Vol.14, p.1174463-1174463

2023

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Kumujan B suppresses TNF-α-induced inflammatory response and alleviates experimental colitis in mice

Frontiers in pharmacology, 2024-08, Vol.15, p.1427340

2024

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Natural molecule Munronoid I attenuates LPS-induced acute lung injury by promoting the K48-linked ubiquitination and degradation of TAK1

Biomedicine & pharmacotherapy, 2021-06, Vol.138, p.111543, Article 111543

2021

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Discovery of deguelin derivatives in combination with fluconazole against drug-resistant Candida albicans

Medicinal chemistry research, 2023-10, Vol.32 (10), p.2196-2207

2023

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Study on solid phase extraction and graphite furnace atomic absorption spectrometry for the determination of nickel, silver, cobalt, copper, cadmium and lead with MCI GEL CHP 20Y as sorbent

Journal of hazardous materials, 2009-02, Vol.162 (1), p.44-49

2009

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Anti-NLRP3 inflammasome abietane diterpenoids from Callicarpa bodinieri and their structure elucidation

Chinese chemical letters, 2020-02, Vol.31 (2), p.427-430

2020

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Diterpenoids inhibit ox-LDL-induced foam cell formation in RAW264.7 cells by promoting ABCA1 mediated cholesterol efflux

Frontiers in pharmacology, 2023-01, Vol.14, p.1066758-1066758

2023

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Synthesis and biological evaluation of a series of 2-(((5-akly/aryl-1H-pyrazol-3-yl)methyl)thio)-5-alkyl-6-(cyclohexylmethyl)-pyrimidin-4(3H)-ones as potential HIV-1 inhibitors

Acta pharmaceutica Sinica. B, 2020-03, Vol.10 (3), p.512-528

2020

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Teuvincenone F Suppresses LPS-Induced Inflammation and NLRP3 Inflammasome Activation by Attenuating NEMO Ubiquitination

Frontiers in pharmacology, 2017-08, Vol.8, p.565-565

2017

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The known immunologically active components of Astragalus account for only a small proportion of the immunological adjuvant activity when combined with conjugate vaccines

Planta medica, 2011-05, Vol.77 (8), p.817-824

2011

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MT-EpiPred: Multitask Learning for Prediction of Small-Molecule Epigenetic Modulators

Journal of chemical information and modeling, 2024-01, Vol.64 (1), p.110-118

2024

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Study on Determination of Pentacyclic Triterpenoids in Chaenomeles by HPLC-ELSD

Journal of chromatographic science, 2009-09, Vol.47 (8), p.718-722

2009

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Design, synthesis and biological evaluation of 4,6-diarylquinoxaline-based KDM4D inhibitors

Bioorganic & medicinal chemistry, 2024-11, Vol.114, p.117945, Article 117945

2024

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MetaHMEI: meta-learning for prediction of few-shot histone modifying enzyme inhibitors

Briefings in bioinformatics, 2023-05, Vol.24 (3)

2023

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Layer-by-layer reinforced-mediated sustained-release nanoantioxidants for long-lasting prevention against drug-induced liver injury

Colloids and surfaces, B, Biointerfaces, 2023-10, Vol.230, p.113489-113489, Article 113489

2023

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Design and synthesis of novel pyrrolo[2,3-d]pyrimidine derivatives as potent JAK3 and SYK dual inhibitors

Journal of molecular structure, 2024-12, Vol.1318, p.139213, Article 139213

2024

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Dual C(sp3)–H Functionalization of Cyclic Ethers via Singlet Oxygen-Mediated Ring Opening and Ring Closing

Organic letters, 2021-11, Vol.23 (21), p.8267-8272

2021

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Machine learning approaches for elucidating the biological effects of natural products

Challenges and opportunities for improving the druggability of natural product: Why need drug delivery system?

Lindenane sesquiterpenoid dimers with NLRP3 inflammasome inhibitory activities from Chloranthus holostegius var. shimianensis

Machine Learning Assisted Discovery of Novel p38α Inhibitors from Natural Products

Munronoid I Ameliorates DSS-Induced Mouse Colitis by Inhibiting NLRP3 Inflammasome Activation and Pyroptosis Via Modulation of NLRP3

Synthesis compound XCR-7a ameliorates LPS-induced inflammatory response by inhibiting the phosphorylation of c-Fos

InflamNat: web-based database and predictor of anti-inflammatory natural products

Extraction and Separation of Active Ingredients in Schisandra chinensis (Turcz.) Baill and the Study of their Antifungal Effects

A new acid isolated from V. negundo L. inhibits NLRP3 inflammasome activation and protects against inflammatory diseases

Kumujan B suppresses TNF-α-induced inflammatory response and alleviates experimental colitis in mice

Natural molecule Munronoid I attenuates LPS-induced acute lung injury by promoting the K48-linked ubiquitination and degradation of TAK1

Discovery of deguelin derivatives in combination with fluconazole against drug-resistant Candida albicans

Study on solid phase extraction and graphite furnace atomic absorption spectrometry for the determination of nickel, silver, cobalt, copper, cadmium and lead with MCI GEL CHP 20Y as sorbent

Anti-NLRP3 inflammasome abietane diterpenoids from Callicarpa bodinieri and their structure elucidation

Diterpenoids inhibit ox-LDL-induced foam cell formation in RAW264.7 cells by promoting ABCA1 mediated cholesterol efflux

Synthesis and biological evaluation of a series of 2-(((5-akly/aryl-1H-pyrazol-3-yl)methyl)thio)-5-alkyl-6-(cyclohexylmethyl)-pyrimidin-4(3H)-ones as potential HIV-1 inhibitors

Teuvincenone F Suppresses LPS-Induced Inflammation and NLRP3 Inflammasome Activation by Attenuating NEMO Ubiquitination

The known immunologically active components of Astragalus account for only a small proportion of the immunological adjuvant activity when combined with conjugate vaccines

MT-EpiPred: Multitask Learning for Prediction of Small-Molecule Epigenetic Modulators

Study on Determination of Pentacyclic Triterpenoids in Chaenomeles by HPLC-ELSD

Design, synthesis and biological evaluation of 4,6-diarylquinoxaline-based KDM4D inhibitors

MetaHMEI: meta-learning for prediction of few-shot histone modifying enzyme inhibitors

Layer-by-layer reinforced-mediated sustained-release nanoantioxidants for long-lasting prevention against drug-induced liver injury

Design and synthesis of novel pyrrolo[2,3-d]pyrimidine derivatives as potent JAK3 and SYK dual inhibitors

Dual C(sp3)–H Functionalization of Cyclic Ethers via Singlet Oxygen-Mediated Ring Opening and Ring Closing

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