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Theranostics · 2017 · IF 8.766

A Combination of DNA-peptide Probes and Liquid Chromatography-Tandem Mass Spectrometry (LC-MS/MS): A Quasi-Targeted Proteomics Approach for Multiplexed MicroRNA Quantification

Feifei Xu,Weixian Zhou,Jianxiang Cao,Qingqing Xu,Dechen Jiang,Yun Chen

The distorted and unique expression of microRNAs (miRNAs) in cancer makes them an attractive source of biomarker. There is much evidence indicating that a panel of miRNAs, termed “miRNA fingerprints”, is more specific and informative than an individual miRNA as biomarker. Thus, multiplex assays for simultaneous quantification of multiple miRNAs could be more potent in clinical practice. However, current available assays normally require pre-enrichment, amplification and labeling steps, and most of them are semi-quantitative or lack of multiplexing capability. In this study, we developed a quasi-targeted proteomics assay for multiplexed miRNA quantification by a combination of DNA-peptide probes and liquid chromatography-tandem mass spectrometry (LC-MS/MS). Specifically, the signal of target miRNAs (i.e., miR-21, miR-let7a, miR-200c, miR-125a and miR-15b) was converted into the mass response of reporter peptides by hybridization of miRNAs with DNA-peptide probes and subsequent tryptic digestion to release the peptides. After a careful optimization of conditions related to binding, conjugation, hybridization and multiple reaction monitoring (MRM) detection, the assay was validated for each miRNA and the limit of quantification (LOQ) for all the miRNAs can achieve 1 pM. Moreover, crosstalk between DNA-peptide probes in multiplex assay was sophisticatedly evaluated. Using this quasi-targeted proteomics assay, the level of target miRNAs was determined in 3 human breast cell lines and 36 matched pairs of breast tissue samples. Finally, simplex assay and qRT-PCR were also performed for a comparison. This approach grafts the strategy of targeted proteomics into miRNA quantification and may offer a new way for multiplexed miRNA profiling.

CAS / MDL: 76-05-1
研究领域: 癌症生物学 · 蛋白质组学 · 分子生物学 · 生物化学 · 临床诊断
✓ 已验证 产品关联 DOI PubMed 高影响因子
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PHYTOCHEMICAL ANALYSIS · 2025 · IF 2.6

LC–MS-Based Serum Pharmacochemistry Combined With Network Pharmacology and Pharmacodynamics to Evaluate the Role of Macromolecular Components in TCMs' Decoction: A Case Study on Qi-Huo-Yi-Fei Decoction for COPD Therapy

Peng Yang,Hu-Dong Lv,Jie Wu,Fang Long,Jing Zhou,Cheng-Ying Wu,Jin-Di Xu,Shan-Shan Zhou,Qing-Ling Xiao,Song-Lin Li,Hong Shen

Introduction The role of macromolecular components in traditional Chinese medicines (TCMs) decoction remains poorly understood, primarily because of their structural complexity and limited systemic bioavailability. In the modernization of TCMs' decoctions, macromolecular components are often removed as “poor bioavailable impurities” by ethanol precipitation that might attenuate the efficacy thereof. Purpose A novel strategy integrating LC–MS-based serum pharmacochemistry, network pharmacology, and pharmacodynamics was developed to reveal the role of macromolecular components in TCMs' decoction, using Qi-Huo-Yi-Fei decoction (QH) treating chronic obstructive pulmonary disease (COPD) as a case study. Materials and Methods QH was separated into macromolecular components (QH-M) and small molecular components (QH-S) by ethanol precipitation. The absorbed components of QH and QH-S in serum were qualitatively and semiquantitatively analyzed by UPLC-QTOF-MS/MS. The differences in targets and pathways of the absorbed components were predicted by network pharmacology analysis. The therapeutic effects on pulmonary function, histopathology, and inflammation of QH, QH-S, and QH-M were comparatively investigated on a COPD rat model. Result A total of 103 components were identified in QH and QH-S, whereas 86 and 72 were detectable in QH- or QH-S-treated serum, respectively. The highest levels of absorbed components appeared from 15 to 60 min for QH-S and at 15 min for QH. The concentrations of most absorbed components of QH were twofold higher than those of QH-S. Their protein–protein interaction (PPI), herb–component–target networks, and GO/KEGG enrichment pathways were quite different, mainly in inflammatory, immunity, and cell apoptosis processes. QH-M improved pulmonary function, histopathology, and inflammatory infiltration, mainly on FVC ( p < 0.05), thickness/external diameter ( p < 0.01), Wac/Pbm ( p < 0.01), TNF-α ( p < 0.01), and IL-17 ( p < 0.05). Meanwhile, QH was more effective than QH-S, mainly on FEV0.3/FVC, MAN, GC/CC, TNF-α, and IL-17. Conclusion QH-M was not only effective independently on COPD but also showed integrative effects with the coexisting QH-S in improving their absorption, thus strengthening the component–target interactions, and consequently contributing to the COPD therapeutic effects of QH. Therefore, it was confirmed that QH-M was essential for QH's COPD therapy and should not be removed during the modern preparation development.

CAS / MDL: 76-05-1
研究领域: 药理学 · 分析化学 · 系统生物学 · 中医药学 · 呼吸医学
✓ 已验证 产品关联 DOI PubMed 高影响因子
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ANALYTICA CHIMICA ACTA · 2024 · IF 5.7

A Rapid and Reliable Targeted LC-MS/MS Method for Quantitative Analysis of the Tryptophan-NAD Metabolic Network Disturbances in Tissues and Blood of Sleep Deprivation Mice

Peiling Wu,Wenjie Wang,Chuan Huang,Le Sun,Xiaoli Wu,Lijia Xu,Peigen Xiao

Background TRY-NAD metabolic network includes TRY (tryptophan), 5-HT (5-hydroxytryptamine), KYN (kynurenine), and NAD (nicotinamide adenine dinucleotide) pathway, which plays a significant role in neurological diseases and ageing. It is important to monitor these metabolites for studying the pathological anatomy of disease and treatment of responses evaluation. Although previous studies have reported quantitative methods for several metabolites in the network, the bottlenecks of simultaneously quantifying the whole metabolic network are their similar structures, diverse physico-chemical properties, and instability. Standardized protocols for the whole metabolic network are still missing, which hinders the in-depth study of TRY-NAD metabolic network in laboratory research and clinical screening. Results We developed a LC-MS/MS method for quantifying 28 metabolites in the TRY-NAD network simultaneously. Optimization was done for the mass spectral parameters, chromatographic conditions and sample pretreatment process. The developed method was fully validated in terms of standard curves, sensitivity, carryover, recovery, matrix effect, accuracy, precision, and stability. The pretreatment of 30 samples only takes 90 minutes, and the LC-MS/MS running time of one sample is only 13 minutes. With this method, we bring to light the chaos of global TRY-NAD metabolic network in sleep deprivation mice for the first time, including serum, clotted blood cells, hippocampus, cerebral cortex, and liver. NAD pathway levels in brain and blood decreased, whereas the opposite happened in the liver. The 5-HT pathway decreased and the concentration of KYN increased significantly in the brain. The concentration of many metabolites in KYN pathway (NAD + de novo synthesis pathway) increased in the liver. Significance This method is the first time to determine the metabolites of KYN, 5-HT and NAD pathway at the same time, and it is found that TRY-NAD metabolic network will be disordered after sleep deprivation. This work clarifies the importance of the pH of the extraction solution, the time and temperature control in pretreatment in standardized protocols building, and overcoming the problems of inconsistent sample pretreatment, separation, matrix effect interference and potential metabolite degradation. This method exhibits great prospects in providing more information on metabolic disturbances caused by sleep deprivation as well as neurological diseases and ageing.

研究领域: 分析化学 · 神经科学 · 药理学 · 生物化学 · 临床研究
✓ 已验证 DOI PubMed 高影响因子
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JOURNAL OF HAZARDOUS MATERIALS · 2023 · IF 13.6

Self-assembled Fe3O4-NH2 @g-C3N4 composite for magnetic solid-phase extraction of benzophenones in sea water and lake water coupled with LC-MS/MS determination

Man-Man Wang,Zi-Ling Li,Han Wu,Ke-Yan Chen,Fan Guo,Gui-Fu Zuo,Yu He,Xue-Bo Yin

Magnetic solid-phase extraction (MSPE) was developed based on a well-designed Fe 3 O 4 -NH 2 @g-C 3 N 4 nanocomposite as sorbent for a mixture of six benzophenones (BPs) in environmental water samples. The composite fabricated via in-situ self-assembled g-C 3 N 4 shell with homogeneous polymerization of cyanuric chloride and cyanuric acid on Fe 3 O 4 -NH 2 core. While high adsorption capacity was derived from g-C 3 N 4 via hydrophobic, π-π and hydrogen bonding interactions to the targets, the fast magnetic separation was realized with Fe 3 O 4 core for less solvent consumption. In combination with LC-MS/MS, the Fe 3 O 4 -NH 2 @g-C 3 N 4 sorbent minimized the interfering components, reduced the matrix effects, and provided the enrichment factors of 121–150 for six BPs with relative standard deviations ≤ 9.7% even after 20 times extraction-desorption cycles. The present method gave the detection limits of 0.3–2.5 ng/L for six BPs with the linear ranges of 1.0–2000 ng/L, and the recoveries of 84.6%−104% in sea water and 86.2%−107% in lake water samples. Thus, the Fe 3 O 4 -NH 2 @g-C 3 N 4 -based MSPE coupled with LC-MS/MS method provided a convenient, efficient, and reliable alternative to monitor trace BPs in environmental water samples.

CAS / MDL: 131-56-6 127827-52-5
研究领域: 环境科学 · 分析化学 · 材料科学
✓ 已验证 产品关联 DOI PubMed 高影响因子
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ANALYTICAL AND BIOANALYTICAL CHEMISTRY · 2024 · IF 3.8

Clinical application of an optimized reference measurement procedure for serum digoxin using bracketing calibration method by ID-LC-MS/MS

Yan Qiaofang,Huang Fei,Wang Chuyang,Zhan Min,Zhang Qiaoxuan,Huang Di,Yan Jun,Lin Haibiao,Huang Xianzhang,Han Liqiao

Digoxin, a cardiac glycoside, is widely used in the treatment of cardiovascular diseases. Due to its narrow therapeutic range, precise monitoring of its blood concentration is essential. A reference measurement procedure (RMP) is pivotal for ensuring result accuracy and comparability. The RMP for serum digoxin by ID-LC-MS/MS was optimized with sample pre-treatment and detection processes, and the bracketing calibration method was used, which facilitates more accurate measurement, especially for extreme concentrations. The performance of this optimized RMP was thoroughly evaluated. The limit of detection (LoD) was 0.05 ng/mL (0.06 nmol/L) and the lowest limit of quantification (LLoQ) was 0.10 ng/mL (0.13 nmol/L). The intra- and inter-assay imprecisions were 2.24%, 2.51%, 1.40% and 1.72%, 1.65%, 0.97% at 0.5, 2.0, 5.0 ng/mL, respectively. Recoveries were 99.63 to 101.42% and the linear response ranged from 0.1 to 10.0 ng/mL. The relative bias was 0.41% and 2.00% of our results compared with the median of all participating reference laboratories for IFCC-RELA (External Quality Assessment Scheme for Reference Laboratories in Laboratory Medicine) 2023A and 2023B. The uncertainty, calibration and measurement capability (CMC) of this method were also evaluated. The optimized RMP was applied in the Trueness Verification Plan of Southern China, which indicates significant differences among clinical systems, highlighting the need for standardization efforts. In addition, two commonly used clinical systems which employed immunoassay methods were compared with this optimized RMP, and 26 individual serum samples were analyzed. The good correlations indicate the feasibility of standardization for serum digoxin. The optimized RMP serves as an accurate reference baseline for routine methods, aiming to enhance the accuracy and precision of measurements in clinical laboratories. Graphical Abstract

CAS / MDL: 59-46-1
研究领域: 临床化学 · 药理学 · 分析化学
✓ 已验证 产品关联 DOI PubMed 高影响因子
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FOOD CHEMISTRY · 2021 · IF 7.514

LC-MS/MS-based metabolomics and sensory evaluation characterize metabolites and texture of normal and spoiled dry-cured hams

Renyong Liao,Qiang Xia,Changyu Zhou,Fang Geng,Ying Wang,Yangying Sun,Jun He,Daodong Pan,Jinxuan Cao

The spoiled dry-cured ham commonly shows unpleasant taste and odour. To deepen the understanding in the formation mechanism of unpleasant taste in spoiled ham, sensory attributes, texture parameters, protein degradation, metabolites were investigated between normal and spoiled hams; the relationship between the sensory quality and metabolites of dry-cured ham was further evaluated by partial least square discriminant analysis (PLS-DA). The scores of richness and overall acceptance were significantly lower in spoiled ham, and more than 12.5-fold values in adhesiveness were found in spoiled ham than normal ham. Myofibrillar proteins including actin, troponin-T and myosin light chain showed excessive degradation in spoiled ham. Forty-two kinds of metabolites mainly derived from protein degradation were identified by LC-MS/MS, and amino acid derivatives and oligopeptides were the key components to distinguish spoiled and normal hams demonstrated by PLS-DA. Purine metabolism, pyrimidine metabolism and protein degradation were the main metabolism pathways in spoiled ham.

CAS / MDL: 60-00-4 7558-80-7
研究领域: 食品科学 · 分析化学 · 代谢组学 · 感官科学
✓ 已验证 产品关联 DOI PubMed 高影响因子
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MICROCHEMICAL JOURNAL · 2018 · IF 2.746

UiO-66(Zr) as sorbent for porous membrane protected micro-solid-phase extraction androgens and progestogens in environmental water samples coupled with LC-MS/MS analysis: The application of experimental and molecular simulation method

Guihua Gao,Yanyan Xing,Tingting Liu,Jian Wang,Xiaohong Hou

Four water stable metal-organic frameworks (MOFs), MIL-101(Cr), MIL-100(Fe), MIL-53(Al), and UiO-66(Zr), were used as adsorbents for concentration of four androgens and progestogens from water. The adsorption abilities of target analytes on the four MOFs were investigated by experimental and molecular simulation strategies, and UiO-66(Zr) was ultimately selected as the sorbent to develop a porous membrane protected micro-solid-phase extraction (μ-SPE) method for simultaneous extraction androgens and progestogens in environmental water samples followed by LC-MS/MS detection. Several variables affecting the extraction efficiency were systematically investigated, including pH, salt concentration, extraction time, kind of desorption solvent, and desorption time. Under the optimized conditions, excellent linearity was obtained in the range of 20.32–2032 ng/L for T, 10.24–1024 ng/L for P, 7.624–762.4 ng/L for TP , and 8.376–837.6 ng/L for MPA . Limits of detection (LODs) and limits of quantification (LOQs) were 10 ng/L and 20 ng/L for T, 4.0 ng/L and 10 ng/L for P, 2.0 ng/L and 7.0 ng/L for TP, and 3.0 ng/L and 8.0 ng/L for MPA, respectively. The recoveries were ranged from 80.5% to 102.4%. Furthermore, the μ-SPE device could be used for at least 10 extractions (RSD < 10.0%). Meanwhile, comparison was made with solid-phase extraction, and the developed method was demonstrated to be a convenient and eco-friendly pretreatment method for water samples.

CAS / MDL: 71-58-9 57-83-0
研究领域: 环境科学 · 分析化学 · 材料科学
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JOURNAL OF CHROMATOGRAPHY A · 2024 · IF 3.8

Sensitive quantification of mevalonate pathway intermediates and prediction of relative novel analogs by chemical derivatization-based LC-MS/MS

Meiyu Gao,Jiarui Sun,Qinwen Xiao,Yuanyuan Zhai,Yuan Tian,Zunjian Zhang,Fengguo Xu,Pei Zhang

The mevalonate (MVA) pathway plays a crucial role in the occurrence and progression of various diseases, such as osteoporosis, breast cancer, and lung cancer, etc. However, determining all the MVA pathway intermediates is still challenging due to their high polarity, low concentration, chelation effect with metal compartments, and poor mass spectrometric response. In this study, we established a liquid chromatography-tandem mass spectrometry (LC-MS/MS) method coupled with N 2 , N 2 , N 4 , N 4 -tetramethyl-6-(4-(piperazin-1-ylsulfonyl) phenyl)-1,3,5-triazine-2,4-diamine (Tmt-PP) labeling for the simultaneous analysis of all MVA intermediates in biospecimens. Chemical derivatization significantly improved the chromatographic retention, peak shape, and detection sensitivity of the analytes. Moreover, we employed a method named mass spectrum calculation to achieve the absolute quantification of the isomers, i.e., isopentenyl pyrophosphate (IPP) and dimethylallyl pyrophosphate (DMAPP). The established method was fully qualified and applied to explore the difference of these metabolites in cisplatin-resistant non-small cell lung cancer (NSCLC) cells. Additionally, several MVA intermediate analogs, including isopentenyl monophosphate or dimethylallyl monophosphate (IMP/DMAMP), geranyl monophosphate (GMP), 5-triphosphomevalonate (MTP), and isopentenyl triphosphate or dimethylallyl triphosphate (ITP/DMATP), were identified for the first time using a knowledge-driven prediction strategy. We further explored the tissue distribution of these novel metabolites. Overall, this work developed a sensitive quantification method for all MVA intermediates, which will enhance our understanding of the role of this pathway in various health and disease conditions. The novel metabolites we discovered warrant further investigations into their biosynthesis and biological functions.

研究领域: 生物化学 · 分析化学 · 药理学 · 肿瘤学 · 代谢组学
✓ 已验证 产品关联 DOI PubMed 高影响因子
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CHEMISTRY & BIODIVERSITY · 2025 · IF 2.5

Anti-inflammatory Effects of Astragaloside IV–chitosan Nanoparticles and Associated Anti-inflammatory Mechanisms Based on LC-MS Metabolomic Analysis of RAW264.7 cells

Tingli Qu,Shasha Suo,Liqiu Yan,Liwei Wang,Taigang Liang

Astragaloside IV (ATS) is an active component of Astragalus membranaceus, which has immune regulation and anti-inflammatory effects. However, owing to its large molecular weight and poor solubility in water, the therapeutic effects of ATS are limited. We aimed to prepare astragaloside IV-chitosan (ATS-CS) nanoparticles and determine their anti-inflammatory effect and mechanism of action on RAW264.7 cells using metabolomics. The size of the ATS-CS nanoparticles was 200.3 nm with a zeta potential of 30.5 mV, and the encapsulation rate and drug loading were 69% and 13%, respectively. ATS-CS nanoparticles not only significantly decreased the increase of NO, IL-6 and TNF-α levels induced by LPS, but also exerted an anti-inflammatory effect by acting on arginine and proline, glutathione, sphingolipid, glycerophospholipid, and glycine, serine, and threonine metabolism. Our findings confirmed that ATS-CS nanoparticles have good anti-inflammatory activity and showed that the activity of high molecular weight can be increased by producing nanoparticles. Our study paves the way for exploring the mechanism of nanoparticles through metabolomics.

CAS / MDL: 7758-29-4
研究领域: 药理学 · 纳米技术 · 免疫学 · 代谢组学
✓ 已验证 产品关联 DOI PubMed 高影响因子
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FOOD CHEMISTRY · 2023 · IF 8.8

GC–MS and LC-MS/MS metabolomics revealed dynamic changes of volatile and non-volatile compounds during withering process of black tea

Xin Fang,Yanan Liu,Jingyi Xiao,Cunqiang Ma,Youyi Huang

High-performance liquid chromatography (HPLC), headspace solid-phase microextraction-gas chromatography-mass spectrometry (HS-SPME-GC–MS) and ultra-high performance liquid chromatography–Q-Exactive HF-X mass spectrometer (UHPLC–Q-Exactive HF/MS) were carried out to reveal dynamic changes of volatile and non-volatile compounds during the withering process of black tea. A total of 118 volatile organic compounds (VOCs) and 648 metabolites were identified in fresh and withered tea-leaves, respectively. Among them, 47 VOCs (OAV > 1.0) for the aroma formation, and 46 characteristic metabolites (VIP > 1.50, p  < 0.01) selected through orthonormal partial least squares-discriminant analysis, indicated the withering contribution during black tea processing. Overall, the withering promoted alcohols, aldehydes, phenols, heterocyclic oxygen, hydrocarbons and halogenated hydrocarbons through relevant hydrolyzation, decomposition, terpene synthesis, and O -methylation. The hydrolyzation, O -methylation, condensation and N -acylation of kaempferol glycosides, quercetin glycosides, ester catechins, and gallic acid generated the accumulation of methoxyl flavonoids and flavonoid glucosides, dihydrokaempferol, syringic acid, theaflavins, and N -acylated amino acids, respectively.

研究领域: 食品科学 · 农学 · 化学 · 代谢组学 · 茶叶加工
✓ 已验证 产品关联 DOI PubMed 高影响因子
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JOURNAL OF ONCOLOGY PHARMACY PRACTICE · 2022 · IF 1.416

Comparison of permeabilities of eight different types of cytotoxic drugs to five gloves with different materials by LC-MS/MS methods to reduce occupational exposure of medical personnel

Hailong Zhou,Yunyun Li,Fan Xu

PurposeOccupational exposure is a long-standing public health concern, which has drawn more and more attention in recent years to the problem of how to carry out occupational protection effectively. Gloves are regarded as the most critical protective equipment for cytotoxic medications. However, there is still little research conducted on the protective performance of gloves made of different materials and the optimal glove combination for cytotoxic agents.MethodsIn this research, a specific instrument intended for glove permeation experiment was designed, with various methods of liquid chromatography-tandem mass spectrometry (LC-MS/MS) developed and validated. By using the specific instrument and LC-MS/MS methods, a study was conducted on the permeation ability of eight selected cytotoxic drugs (fluorouracil, epirubicin (EPI), docetaxel (DCT), methotrexate (MTX), cyclophosphamide (CTX), etoposide (ETP), vincristine sulfate (VCR), and cisplatin derivatives Pt-(DDTC)3) into five kinds of gloves (rubber (RB), nitrile (NT), chlorinated polyethylene (CPE), low-density polyethylene, and polyvinylchloride (PVC) resin) given different contact times. Then, the experimental data were analyzed through a generalized estimation equation and Pearson correlation analysis.ResultsThe results show that within a short period of time (less than five minutes), ETP, CTX, fluorouracil, DCT, and cisplatin passed through five types of gloves but the level of MTX, VCR, and EPI permeation was minimal, despite the duration of contact between the three drugs and the gloves reaching as long as three hours. Furthermore, the permeation of DCT and ETP was found to be positively correlated with time.ConclusionsChlorinated polyethylene and PVC resin perform well in protecting against most cytotoxic drugs and are recommendable for clinical practice. Due to the poor protective ability, RB gloves are not recommended for this purpose. Based on the performance of various gloves in offering protection, the protection grade of two gloves can be deduced. Chlorinated polyethylene  +  PVC resin, CPE  +  NT glove combination shows good protective performance against most target drugs and can be recommended for clinical practice.

CAS / MDL: 631-61-8 64-19-7
研究领域: 药理学 · 职业健康 · 分析化学 · 医学科学
✓ 已验证 产品关联 DOI PubMed 高影响因子
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FOOD RESEARCH INTERNATIONAL · 2024 · IF 7

LC-MS and GC–MS based metabolomics analysis revealed the impact of tea trichomes on the chemical and flavor characteristics of white tea

Xuyang Liu,Feng Zhou,Mingchun Wen,Shan Jiang,Piaopiao Long,Jia-Ping Ke,Zisheng Han,Mengting Zhu,Yu Zhou,Liang Zhang

To explore the influence of tea trichomes on the quality of white tea, liquid chromatography quadrupole time-of-flight mass spectrometry (LC-Q-TOF-MS), and headspace solid phase microextraction gas chromatography-mass spectrometry (HS-SPME-GC–MS) were used to identify non-volatile and volatile compounds white tea without trichomes (WTwt) and pure trichomes (PT). It was found that the bitter and astringent compounds, caffeine (CAF), epigallocatechin gallate (EGCG), epicatechin gallate (ECG) and flavonol glycosides, were mainly enriched in the WTwt, with 16.3-fold, 47.1-fold and 28.7-fold decrease in CAF and EGCG and ECG, respectively, and the content of these compounds in PT were lower than the taste thresholds. In PT, kaempferol-3- O -( p -coumaroyl)-glucoside and kaempferol-3- O -(di- p -coumaroyl)-glucoside were non-volatile marker compounds, and decanal was significant aroma contributor with rOAV = 250.86. Moreover, the compounds in trichomes mainly contributed to the fruity and floral aroma of white tea, among which benzyl alcohol, (E) -geranylacetone, decanal, dodecanal and 6-methyl-5-hepten-2-one were the crucial aroma components, which were 2.1, 1.7, 1.8, 1.4 and 2.2 times as much as the WTwt in the PT, respectively. In conclusion, trichomes can improve the quality of white tea by reducing the bitterness and astringency, increasing the umami, as well as enhancing the fruity and floral aromas.

研究领域: 植物学 · 化学 · 食品科学 · 代谢组学
✓ 已验证 DOI PubMed 高影响因子
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