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An effective and comprehensive optimization strategy for preparing Ginkgo biloba leaf extract enriched in shikimic acid by macroporous resin column chromatography. 用大孔树脂柱层析法制备富含莽草酸的银杏叶提取物的有效综合优化策略
IF 3 3区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-08-01 Epub Date: 2024-05-09 DOI: 10.1002/pca.3375
Sijie Zhang, Xingchu Gong, Haibin Qu

Introduction: Previously reported preparation methods of Ginkgo biloba leaf extract (EGBL) have mainly focused on the enrichment of flavonoid glycosides (FG) and terpene trilactones (TT), which led to the underutilization of G. biloba leaves (GBL).

Objectives: To make full use of GBL, in this study, a comprehensive optimization strategy for preparing EGBL by macroporous resin column chromatography was proposed and applied to enrich FG, TT, and shikimic acid (SA) from GBL.

Methodology: Initially, the static adsorption and desorption were executed to select suitable resin. Then, the influences of solution pH were investigated by the static and dynamic adsorption. Subsequently, eight process parameters were systematically investigated via a definitive screening design (DSD). After verification experiments, scale-up enrichment was carried out, investigating the feasibility of the developed strategy for application on an industrial scale.

Results: It was found that XDA1 was the most appropriate adsorbent for the preparation of EGBL at solution pH 2.0. Furthermore, based on the constraints of the desired quality attributes, the optimized ranges of operating parameters were successfully acquired, and the verification experiments demonstrated the accuracy and reliability of using DSD to investigate the chromatography process for the preparation of EGBL. Finally, magnified experiments were successfully performed, obtaining the EGBL containing 26.54% FG, 8.96% TT, and 10.70% SA, which reached the SA level of EGB761, an international standard EGBL.

Conclusion: The present study not only provided an efficient and convenient approach for the preparation of EGBL enriched in SA but also accelerated efforts to high-value utilization of GBL.

简介:以往报道的银杏叶提取物(EGBL)的制备方法主要集中在黄酮苷(FG)和萜烯三内酯(TT)的富集上,导致银杏叶(GBL)的利用率不足:为了充分利用 GBL,本研究提出了大孔树脂柱层析制备 EGBL 的综合优化策略,并将其应用于从 GBL 中富集 FG、TT 和莽草酸(SA):首先,通过静态吸附和解吸选择合适的树脂。然后,通过静态和动态吸附研究了溶液 pH 值的影响。随后,通过确定性筛选设计(DSD)对八个工艺参数进行了系统研究。验证实验后,进行了放大富集,研究了所开发策略在工业规模应用的可行性:结果:在溶液 pH 值为 2.0 时,XDA1 是制备 EGBL 的最合适吸附剂。此外,根据所需质量属性的限制条件,成功获得了操作参数的优化范围,验证实验证明了使用 DSD 研究制备 EGBL 的色谱过程的准确性和可靠性。最后,成功进行了放大实验,得到了 FG 含量为 26.54%、TT 含量为 8.96%、SA 含量为 10.70%的 EGBL,达到了国际标准 EGBL EGB761 的 SA 水平:本研究不仅为制备富含 SA 的 EGBL 提供了一种高效便捷的方法,而且加快了 GBL 高值化利用的步伐。
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引用次数: 0
Qualitative analysis of licorice and strychnine decoction before and after combination using UPLC-QE-Orbitrap-MS. 利用 UPLC-QE-Orbitrap-MS 对甘草和马钱子煎剂合用前后进行定性分析。
IF 3 3区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-08-01 Epub Date: 2024-05-13 DOI: 10.1002/pca.3366
Yuyan Guo, Yuxin Wei, Shuang Sun, Dayu Yang, Shaowa Lv

Background and objective: Glycyrrhiza glabra L. (GG) and Strychnos nux-vomica L. (NV) are traditional Chinese medicines (TCMs). Changes in the chemical composition may occur before and after the GG-NV compatibility. Ultra-performance liquid chromatography Q-exactive Orbitrap mass spectrometry (UPLC-QE-Orbitrap-MS) was applied here to study the difference in the components of the GG and NV decoctions before and after they were combined. The changes in the chemical composition of GG and NV before and after the combination were determined.

Methods: The precise molecular weight, retention time, and fragment ion peak of the different components of the decoctions before and after compatibility were obtained through UPLC-QE-Orbitrap-MS. Differential analysis methods, such as principal component analysis, were used for comparison.

Results: In the positive ion mode, 200 new components were added, whereas six components were lost. In the negative ion mode, 144 new compounds were identified, whereas three components were missing.

Conclusions: The compatibility difference between GG and NV was studied through UPLC-QE-Orbitrap-MS. The chemical composition of GG and NV changed before and after compatibility, and a class of compounds different from GG and NV was identified in the co-decoction. This study provides an experimental basis for subsequent research into detoxification mechanisms of the GG-NV combination and offers a new analytical method for investigating the compatibility of various other TCM pairs.

背景和目的:甘草(Glycyrrhiza glabra L.,GG)和牛黄(Strychnos nux-vomica L.,NV)是传统中药。在 GG-NV 相容前后,其化学成分可能会发生变化。本文采用超高效液相色谱-质谱(UPLC-QE-Orbitrap-MS)技术研究了GG和NV煎剂配伍前后化学成分的差异。确定了 GG 和 NV 组合前后化学成分的变化:方法:通过 UPLC-QE-Orbitrap-MS,获得了两种煎药配伍前后不同成分的精确分子量、保留时间和碎片离子峰。采用主成分分析等差异分析方法进行比较:结果:在正离子模式下,增加了 200 种新成分,而损失了 6 种成分。在负离子模式下,鉴定出 144 种新化合物,而丢失了 3 种成分:结论:通过 UPLC-QE-Orbitrap-MS 对 GG 和 NV 的相容性差异进行了研究。结论:通过 UPLC-QE-Orbitrap-MS 对 GG 和 NV 的相容性差异进行了研究,GG 和 NV 在相容前后的化学成分发生了变化,并在共煎煮过程中发现了一类不同于 GG 和 NV 的化合物。这项研究为后续研究 GG-NV 组合的解毒机制提供了实验基础,并为研究其他各种中药配伍的相容性提供了一种新的分析方法。
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引用次数: 0
UHPLC-PDA-Q-TOF-MS-α-amylase-FLD activity detection system and molecular docking. 超高效液相色谱-PDA-Q-TOF-MS-α-淀粉酶-FLD 活性检测系统和分子对接。
IF 3 3区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-08-01 Epub Date: 2024-05-13 DOI: 10.1002/pca.3377
Yaya Zhu, Yuangui Yang, Zhishu Tang, Taotao Xue, Shizhong Chen, Haodong Yang, Zenghu Su, Hongbo Xu

Introduction: Traditional and some scientific literature document the antidiabetic effects of the Ziziphi Spinosae Semen (ZSS). However, the bioactive compounds of ZSS responsible for the antidiabetic effects are not well known.

Objectives: This study aimed to investigate the material basis of the antidiabetic effects of ZSS by inhibiting α-amylase.

Methodology: An online analysis platform was established and optimized using an ultra-performance liquid chromatography-photo-diode array-quadrupole-time-of-flight-mass spectrometry-α-amylase-fluorescence detector (UHPLC-PDA-Q-TOF-MS-α-amylase-FLD) system to screen α-amylase inhibitors in ZSS rapidly. The inhibitory effect of these compounds was confirmed by molecular docking screening. and the molecular interactions between α-amylase and active compounds were evaluated, which strongly supported the experimental results.

Results: Seventy-eight compounds were identified in the ZSS extract, eleven of which were screened to have significant α-amylase binding activity.

Conclusion: This study demonstrated the feasibility of using an established platform to screen for effective components in ZSS, providing a practical method for the rapid screening of potential antidiabetic active ingredients in traditional Chinese medicine.

简介传统文献和一些科学文献记载了酸枣仁精(ZSS)的抗糖尿病作用。然而,ZSS 中具有抗糖尿病作用的生物活性化合物并不十分清楚:本研究旨在通过抑制α-淀粉酶,探究酸枣仁精具有抗糖尿病作用的物质基础:方法:采用超高效液相色谱-光电二极管阵列-四极杆飞行时间质谱-α-淀粉酶-荧光检测器(UHPLC-PDA-Q-TOF-MS-α-淀粉酶-FLD)系统,建立并优化了在线分析平台,以快速筛选ZSS中的α-淀粉酶抑制剂。分子对接筛选证实了这些化合物的抑制作用,并评估了α-淀粉酶与活性化合物之间的分子相互作用,这有力地支持了实验结果:结果:在 ZSS 提取物中鉴定出 78 种化合物,其中 11 种经筛选具有显著的 α 淀粉酶结合活性:本研究证明了利用现有平台筛选浙贝母提取物中有效成分的可行性,为快速筛选传统中药中潜在的抗糖尿病活性成分提供了一种实用方法。
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引用次数: 0
Centella asiatica (L.) Urb. and Hydrocotyle umbellata L. identification and quality assessment: A methodology comparison. Centella asiatica (L.) Urb.和 Hydrocotyle umbellata L.的鉴定和质量评估:方法比较。
IF 3 3区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-08-01 Epub Date: 2024-05-15 DOI: 10.1002/pca.3371
Benjaporn Noppradit, Lompong Klinnawee, Charan Leeratiwong, Rachanida Praparatana, Panupong Puttarak

Introduction: Centella is an important genus in the Apiaceae family. It includes Centella asiatica, which has significant edible and medicinal values. However, this species is easily confused due to its similar morphological traits to Hydrocotyle umbellata, hindering its utilization in the consumer and pharmacological industries.

Objective: The study aims to differentiate these two closely related plant species using reliable methods of confirming the authenticity of natural herbal medicines.

Methods: Our work mainly focuses on the basic morphological characteristics, chemical markers, genetic fingerprints, and their biological responses.

Results: The plants can be clearly differentiated using their leaf shapes, stipules, petioles, inflorescences, and fruit structures. Although the phytochemical compositions of the C. asiatica extract were similar to that of H. umbellata which included flavonoids, tannins, and saponins important to the plant's ability to reduce inflammation and promote healing of wounds, the H. umbellata extract showed significantly higher toxicity than that of C. asiatica. High-performance liquid chromatography analysis was used to identify chemical fingerprints. The result revealed that C. asiatica had major triterpene glycoside constituents including asiaticoside, asiatic acid, madecassoside, and madecassic acid, which have a wide range of medicinal values. In contrast, triterpenoid saponins were not identified in H. umbellata. Furthermore, using SCoT1-6 primers was possible to effectively and sufficiently created a dendrogram which successfully identified the closeness of the plants and confirmed the differences between the two plant species.

Conclusion: Therefore, differentiation can be achieved through the combination of morphometrics, molecular bioactivity, and chemical analysis.

引言积雪草是伞形科的一个重要属。其中的积雪草具有重要的食用和药用价值。然而,由于其形态特征与伞形积雪草(Hydrocotyle umbellata)相似,该物种很容易被混淆,从而阻碍了其在消费和制药行业中的应用:本研究旨在使用可靠的方法区分这两种密切相关的植物物种,以确认天然草药的真实性:方法:我们的工作主要集中在基本形态特征、化学标记、遗传指纹及其生物反应上:结果:根据植物的叶形、托叶、叶柄、花序和果实结构,可以清楚地区分这些植物。虽然茜草提取物的植物化学成分与伞形花序提取物相似,其中包括黄酮类、鞣质和皂苷,这些成分对植物消炎和促进伤口愈合的能力非常重要,但伞形花序提取物的毒性明显高于茜草。高效液相色谱分析用于鉴定化学指纹。结果表明,白花蛇舌草的主要三萜苷成分包括白花蛇舌草苷、白花蛇舌草酸、白花蛇舌草苷和白花蛇舌草酸,这些成分具有广泛的药用价值。相比之下,在伞形科植物中没有发现三萜类皂甙。此外,使用 SCoT1-6 引物可以有效、充分地绘制树枝图,成功地确定了植物的亲缘关系,并确认了两种植物之间的差异:因此,可以通过结合形态计量学、分子生物活性和化学分析来实现区分。
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引用次数: 0
Experimental design approach for the quantitative analysis of multicomponents by single marker and HPLC fingerprinting of Thunbergia laurifolia aqueous extract. 通过单一标记和高效液相色谱指纹图谱对月桂叶水提取物的多成分进行定量分析的实验设计方法。
IF 3 3区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-08-01 Epub Date: 2024-05-12 DOI: 10.1002/pca.3378
Thanapat Onsawang, Chaweewan Suwanvecho, Pongtip Sithisarn, Chutima Phechkrajang, Piyanuch Rojsanga

Introduction: Thunbergia laurifolia is used in traditional Thai medicine to reduce fever and treat mouth ulcers. However, the quantitative analysis of chemical markers has not yet been officially defined.

Objective: The objective of this study is to develop a high-performance liquid chromatography (HPLC) method using a design of experiment (DoE) for the quantitative analysis of multicomponents by single marker (QAMS) and fingerprinting of the T. laurifolia aqueous extract.

Materials and methods: Critical variables were screened using a two-level fractional factorial design, followed by the optimization of the selected variables using a central composite design. The validated method was applied for quality assessment based on QAMS and fingerprinting of the extract.

Results: Optimum conditions of DoE for the analysis of caffeic acid, vicenin-2, and rosmarinic acid were determined. The relative correction factors for caffeic acid and vicenin-2 were calculated using rosmarinic acid as an internal reference standard, and their contents in 30 samples were determined. The differences between the external standard method (ESM) and QAMS were compared. No significant difference was observed in the quantitative determination, proving the consistency QAMS and ESM. HPLC fingerprints of T. laurifolia were established with 8 of 12 characteristic peaks that were structurally characterized using HPLC-diode array detection-electrospray ionization/tandem mass spectrometry. The similarity of the fingerprints in all samples was ≥0.74, and the pattern recognition of the characteristic peaks was satisfied.

Conclusion: The proposed method efficiently detected multiple components of the T. laurifolia extract. Thus, the method is beneficial in providing references for enhancing the quality control of other herbal medicines.

介绍:在泰国传统医学中,月见草被用来退烧和治疗口腔溃疡。然而,化学标记的定量分析尚未正式确定:本研究的目的是采用实验设计法(DoE)开发一种高效液相色谱法(HPLC),用于通过单一标记物(QAMS)对多成分进行定量分析,并对月桂叶水提取物进行指纹图谱分析:使用两级分数因子设计筛选关键变量,然后使用中心复合设计优化所选变量。在 QAMS 和提取物指纹图谱的基础上,采用经过验证的方法进行质量评估:结果:确定了分析咖啡酸、麦角苷-2 和迷迭香酸的最佳 DoE 条件。以迷迭香酸为内参照标准,计算了咖啡酸和麦角苷-2 的相对校正因子,并测定了它们在 30 个样品中的含量。比较了外标法(ESM)和 QAMS 之间的差异。定量测定结果无明显差异,证明 QAMS 与 ESM 具有一致性。利用高效液相色谱-二极管阵列检测-电喷雾离子化/串联质谱法对 12 个特征峰中的 8 个进行了结构表征,建立了 T. laurifolia 的高效液相色谱指纹图谱。所有样品的指纹图谱相似度≥0.74,特征峰的模式识别满足要求:结论:所提出的方法能有效地检测出月桂叶提取物中的多种成分。结论:所提出的方法能有效地检测出月桂叶提取物中的多种成分,从而为加强其他中药材的质量控制提供了参考。
{"title":"Experimental design approach for the quantitative analysis of multicomponents by single marker and HPLC fingerprinting of Thunbergia laurifolia aqueous extract.","authors":"Thanapat Onsawang, Chaweewan Suwanvecho, Pongtip Sithisarn, Chutima Phechkrajang, Piyanuch Rojsanga","doi":"10.1002/pca.3378","DOIUrl":"10.1002/pca.3378","url":null,"abstract":"<p><strong>Introduction: </strong>Thunbergia laurifolia is used in traditional Thai medicine to reduce fever and treat mouth ulcers. However, the quantitative analysis of chemical markers has not yet been officially defined.</p><p><strong>Objective: </strong>The objective of this study is to develop a high-performance liquid chromatography (HPLC) method using a design of experiment (DoE) for the quantitative analysis of multicomponents by single marker (QAMS) and fingerprinting of the T. laurifolia aqueous extract.</p><p><strong>Materials and methods: </strong>Critical variables were screened using a two-level fractional factorial design, followed by the optimization of the selected variables using a central composite design. The validated method was applied for quality assessment based on QAMS and fingerprinting of the extract.</p><p><strong>Results: </strong>Optimum conditions of DoE for the analysis of caffeic acid, vicenin-2, and rosmarinic acid were determined. The relative correction factors for caffeic acid and vicenin-2 were calculated using rosmarinic acid as an internal reference standard, and their contents in 30 samples were determined. The differences between the external standard method (ESM) and QAMS were compared. No significant difference was observed in the quantitative determination, proving the consistency QAMS and ESM. HPLC fingerprints of T. laurifolia were established with 8 of 12 characteristic peaks that were structurally characterized using HPLC-diode array detection-electrospray ionization/tandem mass spectrometry. The similarity of the fingerprints in all samples was ≥0.74, and the pattern recognition of the characteristic peaks was satisfied.</p><p><strong>Conclusion: </strong>The proposed method efficiently detected multiple components of the T. laurifolia extract. Thus, the method is beneficial in providing references for enhancing the quality control of other herbal medicines.</p>","PeriodicalId":20095,"journal":{"name":"Phytochemical Analysis","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140912339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Untargeted metabolomics using UHPLC-Q-Orbitrap HRMS for identifying cytotoxic compounds on MCF-7 breast cancer cells from Annona muricata Linn leaf extracts as potential anticancer agents. 利用 UHPLC-Q-Orbitrap HRMS 进行非靶向代谢组学研究,从 Annona muricata Linn 叶提取物中鉴定对 MCF-7 乳腺癌细胞具有细胞毒性的化合物,并将其作为潜在的抗癌剂。
IF 3 3区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-08-01 Epub Date: 2024-05-06 DOI: 10.1002/pca.3373
Dewi Anggraini Septaningsih, Irma Herawati Suparto, Suminar Setiati Achmadi, Rudi Heryanto, Mohamad Rafi

Introduction: The leaves of Annona muricata L., known as "soursop" or "sirsak" in Indonesia, are used traditionally for cancer treatment. However, the bioactive components remain largely unidentified.

Objective: This study used untargeted liquid chromatography-tandem mass spectrometry (LC-MS/MS)-based metabolomics to identify potential cytotoxic compounds in A. muricata leaf extracts on MCF-7 breast cancer cells in vitro.

Methods: A. muricata leaves were macerated with water, 99% ethanol, and aqueous mixtures containing 30%, 50%, and 80% ethanol. Cytotoxic activity of the extracts against MCF-7 breast cancer cells was determined using the MTT assay. Ultra-high-performance liquid chromatography-Q-Orbitrap high-resolution mass spectroscopy (UHPLC-Q-Orbitrap-HRMS) was used to characterize the metabolite composition of each extract. The correlations between metabolite profile and cytotoxic activities were evaluated using orthogonal partial least square discriminant analysis (OPLS-DA). The binding of these bioactive compounds to the tumorigenic alpha-estrogen receptor (3ERT) was then evaluated by in silico docking simulations.

Results: Ninety-nine percent ethanol extracts demonstrated the greatest potency for reducing MCF-7 cell viability (IC50 = 22 μg/ml). We detected 35 metabolites in ethanol extracts, including alkaloids, flavonoids, and acetogenins. OPLS-DA predicted that annoreticuin, squadiolin C, and xylopine, and six unknown acetogenin metabolites, might reduce MCF-7 cell viability. In silico analysis predicted that annoreticuin, squadiolin C, and xylopine bind to 3ERT with an affinity comparable to doxorubicin.

Conclusion: Untargeted metabolomics and in silico modeling identified cytotoxic compounds on MCF-7 cells and binding affinity to 3ERT in A. muricata leaf extracts. The findings need to be further verified to prove the screening results.

简介Annona muricata L.在印度尼西亚被称为 "soursop "或 "sirsak",其叶子在传统上被用于治疗癌症。然而,其中的生物活性成分在很大程度上仍未被发现:本研究采用基于非靶向液相色谱-串联质谱(LC-MS/MS)的代谢组学方法,鉴定A. muricata叶提取物中对体外MCF-7乳腺癌细胞具有潜在细胞毒性的化合物:方法:用清水、99% 的乙醇和含 30%、50% 和 80% 乙醇的水混合物浸泡 A. muricata 叶子。采用 MTT 法测定提取物对 MCF-7 乳腺癌细胞的细胞毒活性。超高效液相色谱-Q-Orbitrap 高分辨率质谱(UHPLC-Q-Orbitrap-HRMS)用于表征每种提取物的代谢物组成。采用正交偏最小二乘法判别分析(OPLS-DA)评估了代谢物特征与细胞毒性活性之间的相关性。然后通过硅对接模拟评估了这些生物活性化合物与肿瘤α-雌激素受体(3ERT)的结合情况:结果:99% 的乙醇提取物在降低 MCF-7 细胞活力方面表现出最大的效力(IC50 = 22 μg/ml)。我们在乙醇提取物中检测到 35 种代谢物,包括生物碱、黄酮类化合物和乙酰苷元。根据 OPLS-DA 预测,胭脂虫素、番茄红素 C 和木犀草素以及六种未知的苷元代谢物可能会降低 MCF-7 细胞的活力。硅学分析预测,annoreticuin、squadiolin C 和 xylopine 与 3ERT 的结合亲和力与多柔比星相当:结论:非靶向代谢组学和硅学建模发现了A. muricata叶提取物中对MCF-7细胞具有细胞毒性的化合物以及与3ERT的结合亲和力。这些发现需要进一步验证,以证明筛选结果。
{"title":"Untargeted metabolomics using UHPLC-Q-Orbitrap HRMS for identifying cytotoxic compounds on MCF-7 breast cancer cells from Annona muricata Linn leaf extracts as potential anticancer agents.","authors":"Dewi Anggraini Septaningsih, Irma Herawati Suparto, Suminar Setiati Achmadi, Rudi Heryanto, Mohamad Rafi","doi":"10.1002/pca.3373","DOIUrl":"10.1002/pca.3373","url":null,"abstract":"<p><strong>Introduction: </strong>The leaves of Annona muricata L., known as \"soursop\" or \"sirsak\" in Indonesia, are used traditionally for cancer treatment. However, the bioactive components remain largely unidentified.</p><p><strong>Objective: </strong>This study used untargeted liquid chromatography-tandem mass spectrometry (LC-MS/MS)-based metabolomics to identify potential cytotoxic compounds in A. muricata leaf extracts on MCF-7 breast cancer cells in vitro.</p><p><strong>Methods: </strong>A. muricata leaves were macerated with water, 99% ethanol, and aqueous mixtures containing 30%, 50%, and 80% ethanol. Cytotoxic activity of the extracts against MCF-7 breast cancer cells was determined using the MTT assay. Ultra-high-performance liquid chromatography-Q-Orbitrap high-resolution mass spectroscopy (UHPLC-Q-Orbitrap-HRMS) was used to characterize the metabolite composition of each extract. The correlations between metabolite profile and cytotoxic activities were evaluated using orthogonal partial least square discriminant analysis (OPLS-DA). The binding of these bioactive compounds to the tumorigenic alpha-estrogen receptor (3ERT) was then evaluated by in silico docking simulations.</p><p><strong>Results: </strong>Ninety-nine percent ethanol extracts demonstrated the greatest potency for reducing MCF-7 cell viability (IC<sub>50</sub> = 22 μg/ml). We detected 35 metabolites in ethanol extracts, including alkaloids, flavonoids, and acetogenins. OPLS-DA predicted that annoreticuin, squadiolin C, and xylopine, and six unknown acetogenin metabolites, might reduce MCF-7 cell viability. In silico analysis predicted that annoreticuin, squadiolin C, and xylopine bind to 3ERT with an affinity comparable to doxorubicin.</p><p><strong>Conclusion: </strong>Untargeted metabolomics and in silico modeling identified cytotoxic compounds on MCF-7 cells and binding affinity to 3ERT in A. muricata leaf extracts. The findings need to be further verified to prove the screening results.</p>","PeriodicalId":20095,"journal":{"name":"Phytochemical Analysis","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140865500","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quality markers of Polygala fallax Hemsl decoction based on qualitative and quantitative analysis combined with network pharmacology and chemometric analysis. 基于定性和定量分析并结合网络药理学和化学计量学分析的远志水煎剂质量指标。
IF 3 3区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-08-01 Epub Date: 2024-05-15 DOI: 10.1002/pca.3380
Yangling Li, Yanwei Cheng, Yingqi Zhang, Huiling Nan, Ning Lin, Qing Chen

Introduction: Polygala fallax Hemsl (PFH) is a widely used herbal medicine in Guangxi, China. At present, research on PFH mainly focuses on extraction technology and cultivation, lacking quality control standards for systematic evaluation.

Objectives: The study aimed to assess the quality of PFH from different sources and to predict markers that would help assess quality.

Methods: Fingerprinting of 15 batches of PFH samples was performed by ultra-high performance liquid chromatography (UPLC) and similarity was assessed using hierarchical cluster analysis (HCA), principal component analysis (PCA), and orthogonal partial least squares discrimination (OPLS-DA). Differential components were screened by mathematical analysis, and a "component-target-pathway" network map was constructed in combination with network pharmacology, quality markers (Q-markers) of PFH were predicted, and quantitative analysis was performed.

Results: Fifteen batches were fingerprinted for PFH, with 11 common peaks, and peak 5 was identified as 4-hydroxybenzoic acid, which was generally consistent with the results of HCA, PCA, and OPLS-DA. Network pharmacology screened 18 potential compounds, 45 core targets, and 20 key pathways, integrating fingerprinting, pattern recognition, and network pharmacology methods. One of the potential Q-markers that can identify the principle of testability, efficacy, and specificity is 4-hydroxybenzoic acid, whose content ranges from 0.0188 to 1.4517 mg/g.

Conclusion: The potential Q-markers of PFH were predicted by integrating fingerprinting, pattern recognition, and network pharmacological analysis, which provided a scientific basis for the overall control and evaluation of the quality of PFH and a theoretical reference for the study of the quality standard of multi-base traditional Chinese medicine.

简介远志(Polygala fallax Hemsl,PFH)是中国广西广泛使用的一种中药材。目前,有关何首乌的研究主要集中在提取技术和栽培方面,缺乏系统评价的质量控制标准:本研究旨在评估不同来源的 PFH 质量,并预测有助于评估质量的标记物:方法:采用超高效液相色谱法(UPLC)对 15 批 PFH 样品进行指纹图谱分析,并使用层次聚类分析法(HCA)、主成分分析法(PCA)和正交偏最小二乘判别法(OPLS-DA)评估相似性。通过数学分析筛选差异成分,结合网络药理学构建 "成分-目标-途径 "网络图,预测 PFH 的质量标记(Q-标记),并进行定量分析:对 15 个批次的 PFH 进行了指纹图谱分析,共有 11 个峰,其中第 5 峰被确定为 4-羟基苯甲酸,这与 HCA、PCA 和 OPLS-DA 的结果基本一致。网络药理学筛选了 18 个潜在化合物、45 个核心靶点和 20 个关键通路,整合了指纹图谱、模式识别和网络药理学方法。结论:4-羟基苯甲酸是潜在的Q标记物之一,其含量在0.0188至1.4517 mg/g之间,可识别可测试性、有效性和特异性原则:综合指纹图谱、模式识别、网络药理分析等方法预测了全氟辛酸的潜在Q标记,为全氟辛酸质量的全面控制和评价提供了科学依据,也为多基中药质量标准的研究提供了理论参考。
{"title":"Quality markers of Polygala fallax Hemsl decoction based on qualitative and quantitative analysis combined with network pharmacology and chemometric analysis.","authors":"Yangling Li, Yanwei Cheng, Yingqi Zhang, Huiling Nan, Ning Lin, Qing Chen","doi":"10.1002/pca.3380","DOIUrl":"10.1002/pca.3380","url":null,"abstract":"<p><strong>Introduction: </strong>Polygala fallax Hemsl (PFH) is a widely used herbal medicine in Guangxi, China. At present, research on PFH mainly focuses on extraction technology and cultivation, lacking quality control standards for systematic evaluation.</p><p><strong>Objectives: </strong>The study aimed to assess the quality of PFH from different sources and to predict markers that would help assess quality.</p><p><strong>Methods: </strong>Fingerprinting of 15 batches of PFH samples was performed by ultra-high performance liquid chromatography (UPLC) and similarity was assessed using hierarchical cluster analysis (HCA), principal component analysis (PCA), and orthogonal partial least squares discrimination (OPLS-DA). Differential components were screened by mathematical analysis, and a \"component-target-pathway\" network map was constructed in combination with network pharmacology, quality markers (Q-markers) of PFH were predicted, and quantitative analysis was performed.</p><p><strong>Results: </strong>Fifteen batches were fingerprinted for PFH, with 11 common peaks, and peak 5 was identified as 4-hydroxybenzoic acid, which was generally consistent with the results of HCA, PCA, and OPLS-DA. Network pharmacology screened 18 potential compounds, 45 core targets, and 20 key pathways, integrating fingerprinting, pattern recognition, and network pharmacology methods. One of the potential Q-markers that can identify the principle of testability, efficacy, and specificity is 4-hydroxybenzoic acid, whose content ranges from 0.0188 to 1.4517 mg/g.</p><p><strong>Conclusion: </strong>The potential Q-markers of PFH were predicted by integrating fingerprinting, pattern recognition, and network pharmacological analysis, which provided a scientific basis for the overall control and evaluation of the quality of PFH and a theoretical reference for the study of the quality standard of multi-base traditional Chinese medicine.</p>","PeriodicalId":20095,"journal":{"name":"Phytochemical Analysis","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140945710","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Characterization of the chemical constituents of Croton crassifolius Geisel extract and plasma pharmacokinetics of 6 terpenoids after oral administration by UPLC-Q/TOF-MS. 利用 UPLC-Q/TOF-MS 分析巴豆提取物的化学成分以及口服后 6 种萜类化合物的血浆药代动力学。
IF 3 3区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-08-01 Epub Date: 2024-05-21 DOI: 10.1002/pca.3383
Xiuting Shen, Pinfei Zhong, Shiqin Jiang, Shenxin Xuan, Wei Zeng, Zhongxiang Zhao

Introduction: Croton crassifolius Geisel. (CCG) is a traditional Chinese medicine widely used in South China. It has various pharmacological effects and is often used in treating rheumatoid arthritis and gastric and duodenal ulcers. However, the chemical characteristics and its effective constituents are still scarcely studied.

Objective: To determine the phytochemical profile of the CCG extract and to investigate the chemical characteristics of terpenoids extracted from rat plasma following oral administration of CCG extract based on UPLC-Q/TOF-MS. Moreover, six terpenoids in CCG were quantified, and in vivo pharmacokinetic behavior after oral CCG extract was further explored.

Results: In total, 56 terpenoids were tentatively identified in the CCG extract and 16 terpenoids were detected in rat plasma after oral CCG extract. In addition, the contents of six terpenoids in CCG were clarified. The plasma quantification method of six terpenoids was further established, validated, and confirmed to have good sensitivity and specificity. The six analytes exhibited excellent linearity in respective concentration ranges (r ≥ 0.998). The intra-day and inter-day precisions relative standard deviation (RSD, %) were less than 11.27%, and the accuracies ranged from -7.06% to 9.91%. Stability, extraction recovery, and matrix effect in plasma were within the required limits (RSD < 15%).

Conclusion: A total of 56 terpenoids were identified in CCG and 16 prototype components in plasma after oral CCG. The validated quantitative method was successfully applied to the simultaneous determination of six major terpenoids in plasma. The pharmacokinetic parameters are clarified, which can guide the clinical application of CCG.

介绍:巴豆(Croton crassifolius Geisel.(CCG)是一种在中国南方广泛使用的传统中药。它具有多种药理作用,常用于治疗类风湿性关节炎、胃及十二指肠溃疡等。然而,对其化学特性及其有效成分的研究仍然很少:通过 UPLC-Q/TOF-MS 方法测定 CCG 提取物的植物化学成分,并研究大鼠口服 CCG 提取物后血浆中提取的萜类化合物的化学特征。此外,还对CCG中的6种萜类化合物进行了定量分析,并进一步探讨了大鼠口服CCG提取物后的体内药代动力学行为:结果:CCG提取物中共初步鉴定出56种萜类化合物,大鼠口服CCG提取物后血浆中检测到16种萜类化合物。此外,还明确了 CCG 中 6 种萜类化合物的含量。进一步建立和验证了六种萜类化合物的血浆定量方法,并确认其具有良好的灵敏度和特异性。六种分析物在各自的浓度范围内呈良好的线性关系(r ≥ 0.998)。日内和日间精密度相对标准偏差(RSD,%)均小于 11.27%,准确度在 -7.06% 至 9.91% 之间。血浆中的稳定性、提取回收率和基质效应均在要求的范围内(RSD 结论):口服CCG后,在CCG中鉴定出56种萜类化合物,在血浆中鉴定出16种原型成分。验证的定量方法成功地应用于血浆中 6 种主要萜类化合物的同时测定。该方法明确了药代动力学参数,可为CCG的临床应用提供指导。
{"title":"Characterization of the chemical constituents of Croton crassifolius Geisel extract and plasma pharmacokinetics of 6 terpenoids after oral administration by UPLC-Q/TOF-MS.","authors":"Xiuting Shen, Pinfei Zhong, Shiqin Jiang, Shenxin Xuan, Wei Zeng, Zhongxiang Zhao","doi":"10.1002/pca.3383","DOIUrl":"10.1002/pca.3383","url":null,"abstract":"<p><strong>Introduction: </strong>Croton crassifolius Geisel. (CCG) is a traditional Chinese medicine widely used in South China. It has various pharmacological effects and is often used in treating rheumatoid arthritis and gastric and duodenal ulcers. However, the chemical characteristics and its effective constituents are still scarcely studied.</p><p><strong>Objective: </strong>To determine the phytochemical profile of the CCG extract and to investigate the chemical characteristics of terpenoids extracted from rat plasma following oral administration of CCG extract based on UPLC-Q/TOF-MS. Moreover, six terpenoids in CCG were quantified, and in vivo pharmacokinetic behavior after oral CCG extract was further explored.</p><p><strong>Results: </strong>In total, 56 terpenoids were tentatively identified in the CCG extract and 16 terpenoids were detected in rat plasma after oral CCG extract. In addition, the contents of six terpenoids in CCG were clarified. The plasma quantification method of six terpenoids was further established, validated, and confirmed to have good sensitivity and specificity. The six analytes exhibited excellent linearity in respective concentration ranges (r ≥ 0.998). The intra-day and inter-day precisions relative standard deviation (RSD, %) were less than 11.27%, and the accuracies ranged from -7.06% to 9.91%. Stability, extraction recovery, and matrix effect in plasma were within the required limits (RSD < 15%).</p><p><strong>Conclusion: </strong>A total of 56 terpenoids were identified in CCG and 16 prototype components in plasma after oral CCG. The validated quantitative method was successfully applied to the simultaneous determination of six major terpenoids in plasma. The pharmacokinetic parameters are clarified, which can guide the clinical application of CCG.</p>","PeriodicalId":20095,"journal":{"name":"Phytochemical Analysis","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141076336","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Renal toxicity of Aconitum plants? A study based on a new mass spectrometry scanning strategy and computer virtual screening. 乌头属植物的肾毒性?基于新型质谱扫描策略和计算机虚拟筛选的研究。
IF 3 3区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-08-01 Epub Date: 2024-06-05 DOI: 10.1002/pca.3372
Yihui Yin, Kai Zhang, Yunpeng Qi, Siyuan Li, Yixuan Sun, Min Luo, Jiali Fan, Bo Zhu, Zhiying Yu, Jie Yang, Fei Li, Wenjuan Xu, Ling Dong

Background: Radix Aconiti Lateralis (Fuzi), a mono-herbal preparation of Aconitum herbs in the genus Aconitum, is commonly used in traditional Chinese medicine (TCM) to treat critical illnesses. The curative effect of Fuzi is remarkable. However, the toxic effects of Fuzi are still a key clinical focus, and the substances inducing nephrotoxicity are still unclear. Therefore, this study proposes a research model combining "in vitro and in vivo component mining-virtual multi-target screening-active component prediction-literature verification" to screen potential nephrotoxic substances rapidly.

Method: The UHPLC-Q-Exactive-Orbitrap MS analysis method was used for the correlation analysis of Fuzi's in vitro-in vivo chemical substance groups. On this basis, the key targets of nephrotoxicity were screened by combining online disease databases and a protein-protein interaction (PPI) network. The computer screening technique was used to verify the binding mode and affinity of Fuzi's components with nephrotoxic targets. Finally, the potential material basis of Fuzi-induced nephrotoxicity was screened.

Results: Eighty-one Fuzi components were identified. Among them, 35 components were absorbed into the blood. Based on the network biology method, 21 important chemical components and three potential key targets were screened. Computer virtual screening revealed that mesaconine, benzoylaconine, aconitine, deoxyaconitine, hypaconitine, benzoylhypaconine, benzoylmesaconine, and hypaconitine may be potential nephrotoxic substances of Fuzi.

Conclusions: Fuzi may interact with multiple components and targets in the process of inducing nephrotoxicity. In the future, experiments can be designed to explore further. This study provides a reference for screening Fuzi nephrotoxic components and has certain significance for the safe use of Fuzi.

背景:附子是乌头科植物乌头的单味中药制剂,是传统中医治疗危重病的常用药。附子的疗效显著。然而,附子的毒性作用仍是临床关注的重点,其诱导肾毒性的物质尚不明确。因此,本研究提出了 "体内外成分挖掘-虚拟多靶点筛选-活性成分预测-文献验证 "相结合的研究模式,以快速筛选潜在的肾毒性物质:方法:采用UHPLC-Q-Exactive-Orbitrap MS分析方法对夫子体内外化学物质组进行关联分析。在此基础上,结合在线疾病数据库和蛋白质-蛋白质相互作用(PPI)网络,筛选出肾毒性的关键靶点。利用计算机筛选技术,验证了福齐成分与肾毒性靶点的结合方式和亲和力。最后,还筛选了 Fuzi 诱导肾毒性的潜在物质基础:结果:共鉴定出 81 种夫子成分。结果:共鉴定出 81 种 "夫子 "成分,其中 35 种成分被吸收入血。基于网络生物学方法,筛选出 21 种重要化学成分和 3 个潜在关键靶点。计算机虚拟筛选发现,中乌头碱、苯甲酰乌头碱、乌头碱、脱氧乌头碱、次乌头碱、苯甲酰次乌头碱、苯甲酰中乌头碱和次乌头碱可能是夫子潜在的肾毒性物质:结论:夫子在诱导肾毒性的过程中可能与多种成分和靶点相互作用。结论:夫子在诱导肾毒性的过程中可能与多种成分和靶点相互作用,今后可设计实验进一步探讨。本研究为筛选附子肾毒性成分提供了参考,对附子的安全使用具有一定意义。
{"title":"Renal toxicity of Aconitum plants? A study based on a new mass spectrometry scanning strategy and computer virtual screening.","authors":"Yihui Yin, Kai Zhang, Yunpeng Qi, Siyuan Li, Yixuan Sun, Min Luo, Jiali Fan, Bo Zhu, Zhiying Yu, Jie Yang, Fei Li, Wenjuan Xu, Ling Dong","doi":"10.1002/pca.3372","DOIUrl":"10.1002/pca.3372","url":null,"abstract":"<p><strong>Background: </strong>Radix Aconiti Lateralis (Fuzi), a mono-herbal preparation of Aconitum herbs in the genus Aconitum, is commonly used in traditional Chinese medicine (TCM) to treat critical illnesses. The curative effect of Fuzi is remarkable. However, the toxic effects of Fuzi are still a key clinical focus, and the substances inducing nephrotoxicity are still unclear. Therefore, this study proposes a research model combining \"in vitro and in vivo component mining-virtual multi-target screening-active component prediction-literature verification\" to screen potential nephrotoxic substances rapidly.</p><p><strong>Method: </strong>The UHPLC-Q-Exactive-Orbitrap MS analysis method was used for the correlation analysis of Fuzi's in vitro-in vivo chemical substance groups. On this basis, the key targets of nephrotoxicity were screened by combining online disease databases and a protein-protein interaction (PPI) network. The computer screening technique was used to verify the binding mode and affinity of Fuzi's components with nephrotoxic targets. Finally, the potential material basis of Fuzi-induced nephrotoxicity was screened.</p><p><strong>Results: </strong>Eighty-one Fuzi components were identified. Among them, 35 components were absorbed into the blood. Based on the network biology method, 21 important chemical components and three potential key targets were screened. Computer virtual screening revealed that mesaconine, benzoylaconine, aconitine, deoxyaconitine, hypaconitine, benzoylhypaconine, benzoylmesaconine, and hypaconitine may be potential nephrotoxic substances of Fuzi.</p><p><strong>Conclusions: </strong>Fuzi may interact with multiple components and targets in the process of inducing nephrotoxicity. In the future, experiments can be designed to explore further. This study provides a reference for screening Fuzi nephrotoxic components and has certain significance for the safe use of Fuzi.</p>","PeriodicalId":20095,"journal":{"name":"Phytochemical Analysis","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141262358","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Digital identification of Aucklandiae radix, Vladimiriae radix, and Inulae radix based on multivariate algorithms and UHPLC-QTOF-MS analysis. 基于多元算法和 UHPLC-QTOF-MS 分析的 Aucklandiae radix、Vladimiriae radix 和 Inulae radix 数字鉴定。
IF 3 3区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-29 DOI: 10.1002/pca.3421
Xian Rui Wang, Jia Ting Zhang, Xiao Han Guo, Ming Hua Li, Wen Guang Jing, Xian Long Cheng, Feng Wei

Introduction: The identification of Aucklandiae Radix (AR), Vladimiriae Radix (VR), and Inulae Radix (IR) based on traits and microscopic features is susceptible to the state of samples and the subjective awareness of personnel, and the identification based on a few or single chemical compositions is a cumbersome and time-consuming procedure and fails to rationally and effectively utilize the information of unknown components and is not specificity enough.

Objectives: This study aimed to improve the identification efficiency, strengthen supervision, and realize digital identification of three Chinese medicines. Ultra-high-performance liquid chromatography with quadrupole time-of-flight mass spectrometry (UHPLC-QTOF-MS) combined with multivariate algorithms was used to explore the digital identification of AR, VR, and IR.

Materials and methods: UHPLC-QTOF-MS was used to analyze AR, VR, and IR. The MS data combined with multivariate algorithms such as partial least squares discrimination analysis (PLS-DA) and artificial neural networks (ANNs) was used to filter important variables and data modeling. Finally, the optimal model was selected for the digital identification of three herbs.

Results: The results showed that three herbs can be distinguished on the whole level, and through feature screening, 591 characteristic variables combined with multivariate algorithms to construct data models. The ANN model was the best with accuracy = 0.983, precision = 0.984, and external verification showed the reliability and practicability of ANN model.

Conclusion: ANN model combined with MS data is of great significance for tdigital identification of AR, VR, and IR. It is an important reference for developing the digital identification of traditional Chinese medicines at the individual level based on UHPLC-QTOF-MS and multivariate algorithms.

导言:根据性状和显微特征对杜仲、黄芪、茵陈进行鉴定,易受样品状态和人员主观意识的影响;根据少数或单一化学成分进行鉴定,程序繁琐、耗时长,不能合理有效地利用未知成分的信息,特异性不足:本研究旨在提高三种中药的鉴定效率,加强监管,实现数字化鉴定。材料与方法:采用超高效液相色谱-四极杆飞行时间质谱(UHPLC-QTOF-MS)结合多元算法对AR、VR和IR三种中药进行数字化鉴定:采用超高效液相色谱-瞬态傅立叶变换质谱(UHPLC-QTOF-MS)分析 AR、VR 和 IR。将质谱数据与偏最小二乘判别分析(PLS-DA)和人工神经网络(ANN)等多元算法相结合,过滤重要变量并建立数据模型。最后,选择了最佳模型对三种药材进行数字识别:结果表明,三种药材可以从整体上进行鉴别,通过特征筛选,591 个特征变量结合多元算法构建了数据模型。ANN模型的准确度=0.983,精确度=0.984,为最佳模型,外部验证表明ANN模型可靠实用:结论:ANN 模型与 MS 数据相结合,对 AR、VR 和 IR 的数字识别具有重要意义。结论:ANN 模型与 MS 数据相结合对 AR、VR 和 IR 的数字化鉴定具有重要意义,对基于 UHPLC-QTOF-MS 和多元算法开展中药个体水平的数字化鉴定具有重要的参考价值。
{"title":"Digital identification of Aucklandiae radix, Vladimiriae radix, and Inulae radix based on multivariate algorithms and UHPLC-QTOF-MS analysis.","authors":"Xian Rui Wang, Jia Ting Zhang, Xiao Han Guo, Ming Hua Li, Wen Guang Jing, Xian Long Cheng, Feng Wei","doi":"10.1002/pca.3421","DOIUrl":"https://doi.org/10.1002/pca.3421","url":null,"abstract":"<p><strong>Introduction: </strong>The identification of Aucklandiae Radix (AR), Vladimiriae Radix (VR), and Inulae Radix (IR) based on traits and microscopic features is susceptible to the state of samples and the subjective awareness of personnel, and the identification based on a few or single chemical compositions is a cumbersome and time-consuming procedure and fails to rationally and effectively utilize the information of unknown components and is not specificity enough.</p><p><strong>Objectives: </strong>This study aimed to improve the identification efficiency, strengthen supervision, and realize digital identification of three Chinese medicines. Ultra-high-performance liquid chromatography with quadrupole time-of-flight mass spectrometry (UHPLC-QTOF-MS) combined with multivariate algorithms was used to explore the digital identification of AR, VR, and IR.</p><p><strong>Materials and methods: </strong>UHPLC-QTOF-MS was used to analyze AR, VR, and IR. The MS data combined with multivariate algorithms such as partial least squares discrimination analysis (PLS-DA) and artificial neural networks (ANNs) was used to filter important variables and data modeling. Finally, the optimal model was selected for the digital identification of three herbs.</p><p><strong>Results: </strong>The results showed that three herbs can be distinguished on the whole level, and through feature screening, 591 characteristic variables combined with multivariate algorithms to construct data models. The ANN model was the best with accuracy = 0.983, precision = 0.984, and external verification showed the reliability and practicability of ANN model.</p><p><strong>Conclusion: </strong>ANN model combined with MS data is of great significance for tdigital identification of AR, VR, and IR. It is an important reference for developing the digital identification of traditional Chinese medicines at the individual level based on UHPLC-QTOF-MS and multivariate algorithms.</p>","PeriodicalId":20095,"journal":{"name":"Phytochemical Analysis","volume":null,"pages":null},"PeriodicalIF":3.0,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141788852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Phytochemical Analysis
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