Zhang Lin’s research while affiliated with Central South University and other places

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Publications (4)


Exploring metabolic syndrome serum free fatty acid profiles based on GC–SIM–MS combined with random forests and canonical correlation analysis
  • Article

April 2015

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114 Reads

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40 Citations

Talanta

Ling Dai

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Zhang Lin

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[...]

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Dong An

Metabolic syndrome (MetS) is a cluster of metabolic abnormalities associated with an increased risk of developing cardiovascular diseases or type II diabetes. Till now, the etiology of MetS is complex and still unknown. Metabolic profiling is a powerful tool for exploring metabolic perturbations and potential biomarkers, thus may shed light on the pathophysiological mechanism of diseases. In this study, fatty acid profiling was employed to exploit the metabolic disturbances and discover potential biomarkers of MetS. Fatty acid profiles of serum samples from metabolic syndrome patients and healthy controls were first analyzed by gas chromatography–selected ion monitoring–mass spectrometry (GC–SIM–MS), a robust method for quantitation of fatty acids. Then, the supervised multivariate statistical method of random forests (RF) was used to establish a classification and prediction model for MetS, which could assist the diagnosis of MetS. Furthermore, canonical correlation analysis (CCA) was employed to investigate the relationships between free fatty acids (FFAs) and clinical parameters. As a result, several FFAs, including C16:1n-9c, C20:1n-9c and C22:4n-6c, were identified as potential biomarkers of MetS. The results also indicated that high density lipoprotein-cholesterol (HDL-C), triglycerides (TG) and fasting blood glucose (FBG) were the most important parameters which were closely correlated with FFAs disturbances of MetS, thus they should be paid more attention in clinical practice for monitoring FFAs disturbances of MetS than waist circumference (WC) and systolic blood pressure/diastolic blood pressure (SBP/DBP). The results have demonstrated that metabolic profiling by GC–SIM–MS combined with RF and CCA may be a useful tool for discovering the perturbations of serum FFAs and possible biomarkers for MetS.


Joint MS-based platforms for comprehensive comparison of rat plasma and serum metabolic profiling

September 2014

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97 Reads

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11 Citations

Biomedical Chromatography

Metabolomics is a rapidly growing field in the comprehensive understanding of cellular and organism-specific responses associated with perturbations induced by medicines, chemicals and environment. Blood matrices are frequently used in clinical and biological studies. In this study, we compared metabolic profiling between rat plasma and serum using complementary platforms of gas chromatography-mass spectrometry (GC-MS) and liquid chromatography-quadruple time-of-flight-mass spectrometry (LC-QTOF-MS). The sample types that were tested included plasma prepared with K2 EDTA and serum collected using venous blood collection protocols. The results of peak area variation for each detected metabolite/feature in the quality control samples showed a good reproducibility in LC-QTOF-MS and better reproducibility in GC-MS. In GC-MS analysis: (a) 25.8% of the defined metabolites differed serum from plasma profiling (t-test, p < 0.05); and (b) serum possessed higher sensitivity than plasma for its generally higher peak intensity in the metabolic profiling. In LC-QTOF-MS analysis, 13 (in positive ion mode) and seven (in negative ion mode) important metabolites were identified as mainly contributing to the separation between serum and plasma. Copyright © 2014 John Wiley & Sons, Ltd.



Figure 1. The increasing trend of the research work about H. cordata (The data was collected from Scifinder database). 
Figure 2. Houttuynia cordata Thunb. 
Houttuynia cordata Thunb: A Review of Phytochemistry and Pharmacology and Quality Control
  • Article
  • Full-text available

January 2013

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13,251 Reads

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110 Citations

Chinese Medicine

Houttuynia cordata Thunb is an important medicinal plant widely distributed in East Asia. The collected information is an attempt to cover recent developments in the pharmacology, phytochemistry and quality control of this species. During the past several decades, the medicinally important phyto-constituents have been identified including essential oil, flavonoids and other polyphenols, fatty acids and alkaloids. A survey of the literatures shows H. cordata possesses a variety of pharmacological activities including antiviral, antitumor, antimicrobial, anti-inflammatory, and antioxidative effects. Little attempt has been done to review the techniques used for its quality control. Future efforts should concentrate more on in vitro, in vivo studies and clinical trials in order to confirm traditional wisdom in the light of a rational phytotherapy. The information summarized here is intended to serve as a reference tool to practitioners in the fields of ethnopharmacology and natural products chemistry.

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Citations (4)


... Excess herb uptake reduces fertility [19][20][21]. In China, the herbal extracts and decoctions are used against chill, cough, tonsillitis, hemoptysis, pneumonia, tuberculosis, hydrops, malaria, dysentery, hemorrhoid, diarrhea, tympanic resonance, enteritis, cholecystitis, appendicitis, intoxication, snakebites, insect stings, edemas, mastitis, infantile diuresis, ischemia, and angina; the herbal ext- racts and herbal decoctions are also used externally for treatment of skin diseases (dermatophytosis, shingles, and dermatitis), furunculosis, carbunculosis, purulent ulcers, lumbago, eczema, whitlow, syphilis, urethritis, and endometritis [22]. In Korean folk medicine, the plant is usually used for treatment of cough, bronchitis, pneumonia, chronic sinusitis, nasal polyps, hydrops, acneiform, eczema, herpes labialis, allergy, dysentery, leucorrhoea, and urethritis [23][24][25]. ...

Reference:

Houttuynia cordata Thunb. (Saururaceae Martinov): botany, ethnobotany, phytochemistry and biological activity (review)
Houttuynia cordata Thunb: A Review of Phytochemistry and Pharmacology and Quality Control

Chinese Medicine

... Se ha descrito que ciertos tipos de ácidos grasos (AG), como los ácidos grasos saturados entre los cuales los principales son los ácidos palmítico y esteárico están asociados con el aumento del colesterol total, los TG en plasma y con la DM2; por el contrario, los ácidos grasos poliinsaturados como el linoleico y el eicosapentaenoico, están inversamente relacionados con el colesterol total y las LDL. De esta forma, el perfil lipídico con sus respectivas lipoproteínas ha sido propuesto como un indicador potencial de las alteraciones asociadas al SM, incluida la dislipidemia aterogénica 36 . ...

Exploring metabolic syndrome serum free fatty acid profiles based on GC–SIM–MS combined with random forests and canonical correlation analysis
  • Citing Article
  • April 2015

Talanta

... The random forest model has been extensively used to predict metabolite changes [24,25], offering unique advantages in this field. A rigorous random forest model was used to identify significant variations in compounds in the goose meat samples [26]. The configuration entailed setting the classification trees for the 121 metabolites to 90, with a stipulated minimum of five leaves per tree (Figure 3a). ...

Exploring metabolic syndrome serum profiling based on gas chromatography mass spectrometry and random forest models
  • Citing Article
  • May 2014

Analytica Chimica Acta