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      Gallic Acid Ameliorated Impaired Glucose and Lipid Homeostasis in High Fat Diet-Induced NAFLD Mice

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          Abstract

          Gallic acid (GA), a naturally abundant plant phenolic compound in vegetables and fruits, has been shown to have potent anti-oxidative and anti-obesity activity. However, the effects of GA on nonalcoholic fatty liver disease (NAFLD) are poorly understood. In this study, we investigated the beneficial effects of GA administration on nutritional hepatosteatosis model by a more “holistic view” approach, namely 1H NMR-based metabolomics, in order to prove efficacy and to obtain information that might lead to a better understanding of the mode of action of GA. Male C57BL/6 mice were placed for 16 weeks on either a normal chow diet, a high fat diet (HFD, 60%), or a high fat diet supplemented with GA (50 and 100 mg/kg/day, orally). Liver histopathology and serum biochemical examinations indicated that the daily administration of GA protects against hepatic steatosis, obesity, hypercholesterolemia, and insulin resistance among the HFD-induced NAFLD mice. In addition, partial least squares discriminant analysis scores plots demonstrated that the cluster of HFD fed mice is clearly separated from the normal group mice plots, indicating that the metabolic characteristics of these two groups are distinctively different. Specifically, the GA-treated mice are located closer to the normal group of mice, indicating that the HFD-induced disturbances to the metabolic profile were partially reversed by GA treatment. Our results show that the hepatoprotective effect of GA occurs in part through a reversing of the HFD caused disturbances to a range of metabolic pathways, including lipid metabolism, glucose metabolism (glycolysis and gluconeogenesis), amino acids metabolism, choline metabolism and gut-microbiota-associated metabolism. Taken together, this study suggested that a 1H NMR-based metabolomics approach is a useful platform for natural product functional evaluation. The selected metabolites are potentially useful as preventive action biomarkers and could also be used to help our further understanding of the effect of GA in hepatosteatosis mice.

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          Chemometrics in metabonomics.

          We provide an overview of how the underlying philosophy of chemometrics is integrated throughout metabonomic studies. Four steps are demonstrated: (1) definition of the aim, (2) selection of objects, (3) sample preparation and characterization, and (4) evaluation of the collected data. This includes the tools applied for linear modeling, for example, Statistical Experimental Design (SED), Principal Component Analysis (PCA), Partial least-squares (PLS), Orthogonal-PLS (OPLS), and dynamic extensions thereof. This is illustrated by examples from the literature.
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            Human metabolic phenotype diversity and its association with diet and blood pressure.

            Metabolic phenotypes are the products of interactions among a variety of factors-dietary, other lifestyle/environmental, gut microbial and genetic. We use a large-scale exploratory analytical approach to investigate metabolic phenotype variation across and within four human populations, based on 1H NMR spectroscopy. Metabolites discriminating across populations are then linked to data for individuals on blood pressure, a major risk factor for coronary heart disease and stroke (leading causes of mortality worldwide). We analyse spectra from two 24-hour urine specimens for each of 4,630 participants from the INTERMAP epidemiological study, involving 17 population samples aged 40-59 in China, Japan, UK and USA. We show that urinary metabolite excretion patterns for East Asian and western population samples, with contrasting diets, diet-related major risk factors, and coronary heart disease/stroke rates, are significantly differentiated (P < 10(-16)), as are Chinese/Japanese metabolic phenotypes, and subgroups with differences in dietary vegetable/animal protein and blood pressure. Among discriminatory metabolites, we quantify four and show association (P < 0.05 to P < 0.0001) of mean 24-hour urinary formate excretion with blood pressure in multiple regression analyses for individuals. Mean 24-hour urinary excretion of alanine (direct) and hippurate (inverse), reflecting diet and gut microbial activities, are also associated with blood pressure of individuals. Metabolic phenotyping applied to high-quality epidemiological data offers the potential to develop an area of aetiopathogenetic knowledge involving discovery of novel biomarkers related to cardiovascular disease risk.
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              750 MHz 1H and 1H-13C NMR spectroscopy of human blood plasma.

              High-resolution 750 MHz 1H NMR spectra of control human blood plasma have been measured and assigned by the concerted use of a range of spin-echo, two-dimensional J-resolved, and homonuclear and heteronuclear (1H-13C) correlation methods. The increased spectral dispersion and sensitivity at 750 MHz enable the assignment of numerous 1H and 13C resonances from many molecular species that cannot be detected at lower frequencies. This work presents the most comprehensive assignment of the 1H NMR spectra of blood plasma yet achieved and includes the assignment of signals from 43 low M(r) metabolites, including many with complex or strongly coupled spin systems. New assignments are also provided from the 1H and 13C NMR signals from several important macromolecular species in whole blood plasma, i.e., very-low-density, low-density, and high-density lipoproteins, albumin, and alpha 1-acid glycoprotein. The temperature dependence of the one-dimensional and spin-echo 750 MHz 1H NMR spectra of plasma was investigated over the range 292-310 K. The 1H NMR signals from the fatty acyl side chains of the lipoproteins increased substantially with temperature (hence also molecular mobility), with a disproportionate increase from lipids in low-density lipoprotein. Two-dimensional 1H-13C heteronuclear multiple quantum coherence spectroscopy at 292 and 310 K allowed both the direct detection of cholesterol and choline species bound in high-density lipoprotein and the assignment of their signals and confirmed the assignment of most of the lipoprotein resonances.
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                Author and article information

                Contributors
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, USA )
                1932-6203
                2014
                11 June 2014
                : 9
                : 6
                : e96969
                Affiliations
                [1 ]Institute of Pharmacology, College of Medicine, National Yang-Ming University, Taipei, Taiwan
                [2 ]Department of Oncology and Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
                [3 ]Department of Nursing, Chung Jen College of Nursing, Health Sciences and Management, Chia-Yi, Taiwan
                [4 ]Department of Health and Nutrition Biotechnology, College of Health Science, Asia University, Taichung, Taiwan
                [5 ]Jen-Teh Junior College of Medicine, Nursing and Management, Miaoli, Taiwan
                [6 ]Graduate Institute of Veterinary Pathology, National Chung Hsing University, Taichung, Taiwan
                [7 ]Department of Chinese Pharmaceutical Sciences and Chinese Medicine Resources, College of Pharmacy, China Medical University, Taichung, Taiwan
                [8 ]Modern Research Center for Traditional Chinese Medicine of Shanxi University, Taiyuan, China
                [9 ]Research Center for Industry of Human Ecology, Chang Gung University of Science and Technology, Taoyuan, Taiwan
                [10 ]School of Pharmacy, National Defense Medical Center, Taipei, Taiwan
                University of Cordoba, Spain
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Conceived and designed the experiments: JC TIH MSL MTH XMQ LHP WHP. Performed the experiments: JC HYC JCT JWL MSL. Analyzed the data: JC HYC JWL. Contributed reagents/materials/analysis tools: HYC LHP WHP. Wrote the paper: JC HYC LHP WHP.

                Article
                PONE-D-13-29376
                10.1371/journal.pone.0096969
                4053315
                24918580
                fefe7e09-46bd-4bae-9ead-d89d5a996971
                Copyright @ 2014

                This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 13 July 2013
                : 7 February 2014
                Page count
                Pages: 18
                Funding
                This study is supported in part by the National Science Council, Taiwan (NSC100-2320-B-039-013, NSC101-2320-B-039-032-MY2) and Committee on Chinese Medicine and Pharmacy, Department of Health, Executive Yuan (CCMP102-RD-014). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Biology and Life Sciences
                Biochemistry
                Metabolism
                Nutrition
                Physiology
                Physiological Parameters
                Body Weight
                Obesity
                Medicine and Health Sciences
                Complementary and Alternative Medicine
                Endocrinology
                Diabetic Endocrinology
                Gastroenterology and Hepatology
                Liver Diseases
                Nonalcoholic Steatohepatitis
                Physical Sciences
                Chemistry
                Applied Chemistry
                Chemical Properties
                Physics
                Condensed Matter Physics
                Magnetism
                Nuclear Magnetic Resonance
                Research and Analysis Methods
                Animal Studies
                Animal Models of Disease
                Model Organisms
                Animal Models
                Mouse Models
                Research Design
                Clinical Research Design

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