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Dhaliwal DK, Zhou S, Samudre SS, Lo NJ, Rhee MK. Acupuncture and dry eye: current perspectives. A double-blinded randomized controlled trial and review of the literature. Clin Ophthalmol 2019; 13:731-740. [PMID: 31114151 PMCID: PMC6497118 DOI: 10.2147/opth.s175321] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Accepted: 03/05/2019] [Indexed: 11/23/2022] Open
Abstract
Purpose: Dry eye disease (DED) is a common disorder that negatively impacts quality of life and vision. Prior studies have shown some benefit of acupuncture for dry eye, but very few have included control group to mitigate placebo effect. This study was designed with a sham acupuncture control group to evaluate true acupuncture treatment effect. Methods: This is a prospective, randomized, double-blinded, sham-acupuncture-controlled trial. Acupuncture treatment for dry eye was performed as per the Niemtzow Protocol. Twenty-four patients received true acupuncture and twenty-five received sham acupuncture. Treatment efficacy was assessed by the Ocular Surface Disease Index (OSDI) Questionnaire, ocular surface staining, tear flow, tear film break-up time (TBUT), and a general questionnaire. Atmospheric data were collected to control for the effect of atmospheric conditions on symptoms of dry eye. Results: OSDI scores in the treatment group improved compared to baseline (1 week, p<0.01, 1 month p<0.05, 3 months p<0.05, and 6 months p<0.01). OSDI scores in the control group improved, but did not reach significance (p=0.09). Secondary outcome measures showed no significant improvement in TBUT, Schiermer’s Test, ocular surface grading, or artificial tear application. However, at 3 months, a significant reduction in the frequency of eye closing was observed among participants receiving true acupuncture treatment when compared to baseline (p=0.002). Furthermore, intragroup analysis showed significant reduction in symptoms of discomfort (p=0.01), dryness (p=0.001), scratchiness (p=0.001), and redness (p=0.01) in the true acupuncture group at 3 months. Conclusion: Both true and sham acupuncture improved OSDI at 1 week after treatment, however, the improvement in OSDI was significantly greater in the true treatment groups than the sham group at 6 months after acupuncture. True acupuncture treatment improved many subjective assessments of dry eye symptoms, however, other common indicators used to objectively assess dry eye (tear flow, corneal staining, TBUT) remained unchanged. While there were trends towards improvement in the sham acupuncture group, this did not reach statistical significant during the study period. This suggests a true treatment effect of acupuncture rather than a placebo effect. Acupuncture can, therefore, be an effective adjunct to routine clinical treatment of dry eye.
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Affiliation(s)
- Deepinder K Dhaliwal
- Department of Ophthalmology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Siwei Zhou
- Department of Ophthalmology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Sandeep S Samudre
- Department of Ophthalmology, Eastern Virginia Eye Institute, Norfolk, VA, USA
| | - Nathan J Lo
- Department of Medicine, Duke University Hospital, Durham, NC, USA
| | - Michelle K Rhee
- Department of Ophthalmology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Zhang HL, Zhang AH, Miao JH, Sun H, Yan GL, Wu FF, Wang XJ. Targeting regulation of tryptophan metabolism for colorectal cancer therapy: a systematic review. RSC Adv 2019; 9:3072-3080. [PMID: 35518968 PMCID: PMC9060217 DOI: 10.1039/c8ra08520j] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Accepted: 12/23/2018] [Indexed: 12/22/2022] Open
Abstract
Colorectal cancer (CRC) is one of the most malignant cancers resulting from abnormal metabolism alterations. As one of the essential amino acids, tryptophan has a variety of physiological functions, closely related to regulation of immune system, central nervous system, gastrointestinal nervous system and intestinal microflora. Colorectal cancer, a type of high-grade malignancy disease, stems from a variety of factors and often accompanies inflammatory reactions, dysbacteriosis, and metabolic disorders. Colorectal cancer accompanies inflammation and imbalance of intestinal microbiota and affects tryptophan metabolism. It is known that metabolites, rate-limiting enzymes, and ARH in tryptophan metabolism are associated with the development of CRC. Specifically, IDO1 may be a potential therapeutic target in colorectal cancer treatment. Furthermore, the reduction of tryptophan amount is proportional to the poor quality of life for colorectal cancer patients. This paper aims to discuss the role of tryptophan metabolism in a normal organism and investigate the relationship between this amino acid and colorectal cancer. This study is expected to provide theoretical support for research related to targeted therapy for colorectal cancer. Furthermore, strategies that modify tryptophan metabolism, effectively inhibiting tumor progression, may be more effective for CRC treatment. Colorectal cancer (CRC) is one of the most malignant cancers resulting from abnormal metabolism alterations.![]()
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Affiliation(s)
- Hong-lian Zhang
- National Engineering Laboratory for the Development of Southwestern Endangered Medicinal Materials
- Guangxi Botanical Garden of Medicinal Plant
- Nanning
- China
- Sino-America Chinmedomics Technology Collaboration Center
| | - Ai-hua Zhang
- Sino-America Chinmedomics Technology Collaboration Center
- National TCM Key Laboratory of Serum Pharmacochemistry
- Chinmedomics Research Center of State Administration of TCM
- Laboratory of Metabolomics
- Department of Pharmaceutical Analysis
| | - Jian-hua Miao
- National Engineering Laboratory for the Development of Southwestern Endangered Medicinal Materials
- Guangxi Botanical Garden of Medicinal Plant
- Nanning
- China
| | - Hui Sun
- Sino-America Chinmedomics Technology Collaboration Center
- National TCM Key Laboratory of Serum Pharmacochemistry
- Chinmedomics Research Center of State Administration of TCM
- Laboratory of Metabolomics
- Department of Pharmaceutical Analysis
| | - Guang-li Yan
- Sino-America Chinmedomics Technology Collaboration Center
- National TCM Key Laboratory of Serum Pharmacochemistry
- Chinmedomics Research Center of State Administration of TCM
- Laboratory of Metabolomics
- Department of Pharmaceutical Analysis
| | - Fang-fang Wu
- National Engineering Laboratory for the Development of Southwestern Endangered Medicinal Materials
- Guangxi Botanical Garden of Medicinal Plant
- Nanning
- China
- Sino-America Chinmedomics Technology Collaboration Center
| | - Xi-jun Wang
- National Engineering Laboratory for the Development of Southwestern Endangered Medicinal Materials
- Guangxi Botanical Garden of Medicinal Plant
- Nanning
- China
- Sino-America Chinmedomics Technology Collaboration Center
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Antipruritic Effect of Acupuncture in Patients with Atopic Dermatitis: Feasibility Study Protocol for a Randomised, Sham-Controlled Trial. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2018; 2017:1926806. [PMID: 29358961 PMCID: PMC5735323 DOI: 10.1155/2017/1926806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/13/2017] [Accepted: 09/27/2017] [Indexed: 12/03/2022]
Abstract
This study aims to test the feasibility of a randomised clinical trial to evaluate how acupuncture affects atopic dermatitis (AD) symptoms and quality of life and to explore potential biomarkers that may be associated with AD. It is a sham-controlled trial in which 30 eligible patients will be randomly allocated in a 1 : 1 : 1 ratio to one of three groups: verum acupuncture (VA) group 1 (3 times weekly for 4 weeks); VA group 2 (twice weekly for 4 weeks); or sham acupuncture group (SA; twice weekly for 4 weeks). SA will consist of nonpenetrating acupuncture. Outcome measures will include the Visual Analogue Scale for itch, SCORing Atopic Dermatitis, and Eczema Area and Severity Index to evaluate AD symptoms improvement along with the Patient Oriented Eczema Measure and Dermatology Life Quality Index to assess quality of life. Measures will be collected at baseline, once weekly during the treatment period, and after a 4-week follow-up period. Blood collection will be at baseline and 4 and 8 weeks after treatment and compared with healthy controls. Illumina sequencing will be used to profile microRNA expression in each group to explore candidate microRNA biomarkers for specific effects of acupuncture in patients with AD. This trial is registered via US National Institutes of Health Clinical Trials registry (ClinicalTrials.gov) on 15 July 2016, identifier: NCT02844452.
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Carrillo JA, He Y, Li Y, Liu J, Erdman RA, Sonstegard TS, Song J. Integrated metabolomic and transcriptome analyses reveal finishing forage affects metabolic pathways related to beef quality and animal welfare. Sci Rep 2016. [PMID: 27185157 DOI: 10.1038/srep] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023] Open
Abstract
Beef represents a major dietary component and source of protein in many countries. With an increasing demand for beef, the industry is currently undergoing changes towards naturally produced beef. However, the true differences between the feeding systems, especially the biochemical and nutritional aspects, are still unclear. Using transcriptome and metabolome profiles, we identified biological pathways related to the differences between grass- and grain-fed Angus steers. In the latissimus dorsi muscle, we have recognized 241 differentially expressed genes (FDR < 0.1). The metabolome examinations of muscle and blood revealed 163 and 179 altered compounds in each tissue (P < 0.05), respectively. Accordingly, alterations in glucose metabolism, divergences in free fatty acids and carnitine conjugated lipid levels, and altered β-oxidation have been observed. The anti-inflammatory n3 polyunsaturated fatty acids are enriched in grass finished beef, while higher levels of n6 PUFAs in grain finished animals may promote inflammation and oxidative stress. Furthermore, grass-fed animals produce tender beef with lower total fat and a higher omega3/omega6 ratio than grain-fed ones, which could potentially benefit consumer health. Most importantly, blood cortisol levels strongly indicate that grass-fed animals may experience less stress than the grain-fed individuals. These results will provide deeper insights into the merits and mechanisms of muscle development.
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Affiliation(s)
- José A Carrillo
- Department of Animal &Avian Sciences, University of Maryland, College Park, MD 20742, USA
| | - Yanghua He
- Department of Animal &Avian Sciences, University of Maryland, College Park, MD 20742, USA
| | - Yaokun Li
- College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi, P.R. China, 712100
| | - Jianan Liu
- Department of Animal &Avian Sciences, University of Maryland, College Park, MD 20742, USA
| | - Richard A Erdman
- Department of Animal &Avian Sciences, University of Maryland, College Park, MD 20742, USA
| | - Tad S Sonstegard
- Recombinetics Inc., 1246 University Ave. W, St. Paul, MN 55104, USA
| | - Jiuzhou Song
- Department of Animal &Avian Sciences, University of Maryland, College Park, MD 20742, USA
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Carrillo JA, He Y, Li Y, Liu J, Erdman RA, Sonstegard TS, Song J. Integrated metabolomic and transcriptome analyses reveal finishing forage affects metabolic pathways related to beef quality and animal welfare. Sci Rep 2016; 6:25948. [PMID: 27185157 PMCID: PMC4869019 DOI: 10.1038/srep25948] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2015] [Accepted: 04/18/2016] [Indexed: 11/09/2022] Open
Abstract
Beef represents a major dietary component and source of protein in many countries. With an increasing demand for beef, the industry is currently undergoing changes towards naturally produced beef. However, the true differences between the feeding systems, especially the biochemical and nutritional aspects, are still unclear. Using transcriptome and metabolome profiles, we identified biological pathways related to the differences between grass- and grain-fed Angus steers. In the latissimus dorsi muscle, we have recognized 241 differentially expressed genes (FDR < 0.1). The metabolome examinations of muscle and blood revealed 163 and 179 altered compounds in each tissue (P < 0.05), respectively. Accordingly, alterations in glucose metabolism, divergences in free fatty acids and carnitine conjugated lipid levels, and altered β-oxidation have been observed. The anti-inflammatory n3 polyunsaturated fatty acids are enriched in grass finished beef, while higher levels of n6 PUFAs in grain finished animals may promote inflammation and oxidative stress. Furthermore, grass-fed animals produce tender beef with lower total fat and a higher omega3/omega6 ratio than grain-fed ones, which could potentially benefit consumer health. Most importantly, blood cortisol levels strongly indicate that grass-fed animals may experience less stress than the grain-fed individuals. These results will provide deeper insights into the merits and mechanisms of muscle development.
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Affiliation(s)
- José A Carrillo
- Department of Animal &Avian Sciences, University of Maryland, College Park, MD 20742, USA
| | - Yanghua He
- Department of Animal &Avian Sciences, University of Maryland, College Park, MD 20742, USA
| | - Yaokun Li
- College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi, P.R. China, 712100
| | - Jianan Liu
- Department of Animal &Avian Sciences, University of Maryland, College Park, MD 20742, USA
| | - Richard A Erdman
- Department of Animal &Avian Sciences, University of Maryland, College Park, MD 20742, USA
| | - Tad S Sonstegard
- Recombinetics Inc., 1246 University Ave. W, St. Paul, MN 55104, USA
| | - Jiuzhou Song
- Department of Animal &Avian Sciences, University of Maryland, College Park, MD 20742, USA
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Deciphering the biological effects of acupuncture treatment modulating multiple metabolism pathways. Sci Rep 2016; 6:19942. [PMID: 26879284 PMCID: PMC4754631 DOI: 10.1038/srep19942] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2015] [Accepted: 12/16/2015] [Indexed: 01/27/2023] Open
Abstract
Acupuncture is an alternative therapy that is widely used to treat various diseases. However, detailed biological interpretation of the acupuncture stimulations is limited. We here used metabolomics and proteomics technology, thereby identifying the serum small molecular metabolites into the effect and mechanism pathways of standardized acupuncture treatments at ‘Zusanli’ acupoint which was the most often used acupoint in previous reports. Comprehensive overview of serum metabolic profiles during acupuncture stimulation was investigated. Thirty-four differential metabolites were identified in serum metabolome and associated with ten metabolism pathways. Importantly, we have found that high impact glycerophospholipid metabolism, fatty acid metabolism, ether lipid metabolism were acutely perturbed by acupuncture stimulation. As such, these alterations may be useful to clarify the biological mechanism of acupuncture stimulation. A series of differentially expressed proteins were identified and such effects of acupuncture stimulation were found to play a role in transport, enzymatic activity, signaling pathway or receptor interaction. Pathway analysis further revealed that most of these proteins were found to play a pivotal role in the regulation of multiple metabolism pathways. It demonstrated that the metabolomics coupled with proteomics as a powerful approach for potential applications in understanding the biological effects of acupuncture stimulation.
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Perception of Therapeutic Qi, a Nonmechanical, Nonpsychological Factor in Acupuncture That Originates from the Therapist. J Acupunct Meridian Stud 2015; 8:203-8. [PMID: 26276457 DOI: 10.1016/j.jams.2014.11.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2014] [Revised: 11/10/2014] [Accepted: 11/12/2014] [Indexed: 11/22/2022] Open
Abstract
So far, most research attempts to explain the mechanism of the action of acupuncture have focused mostly on mechanically-triggered active factors and have produced inconclusive findings. In this study, we investigate whether acupuncture might also involve nonmechanical, nonpsychological active factors originating in the therapist. In 30 individuals, an acupuncture needle was inserted in the acupoint PC6 using a special device without touching the needle. A second device was used to fix the needle rigidly in place, excluding any mechanical transmission of movement from the handle to the needle's tip. Each participant was exposed in random order to a control and a stimulation phase. During the stimulation phase, the free needle's end was held by the therapist to allow the transmission of Qi; during the control phase, it was left untouched. Participants' subjective sensations during the stimulation phase and the control phase were recorded using a questionnaire. Twenty-two of 28 (79%; p = 0.003) test participants believed that they had received stimulation when it had actually been performed, and 26 (93%; p < 0.001) sensed differences between the two experimental phases. Thus, participants were able to sense the transmission of therapeutic Qi in the absence of mechanical or psychological factors.
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(1) H NMR Metabolic Profiling of Biofluids from Rats with Gastric Mucosal Lesion and Electroacupuncture Treatment. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2015; 2015:801691. [PMID: 26170882 PMCID: PMC4485499 DOI: 10.1155/2015/801691] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/11/2015] [Accepted: 04/03/2015] [Indexed: 12/21/2022]
Abstract
Gastric mucosal lesion (GML) is a common gastrointestinal disorder with multiple pathogenic mechanisms in clinical practice. In traditional Chinese medicine (TCM), electroacupuncture (EA) treatment has been proven as an effective therapy for GML, although the underlying healing mechanism is not yet clear. Here, we used proton nuclear magnetic resonance- (1H NMR-) based metabolomic method to investigate the metabolic perturbation induced by GML and the therapeutic effect of EA treatment on stomach meridian (SM) acupoints. Clear metabolic differences were observed between GML and control groups, and related metabolic pathways were discussed by means of online metabolic network analysis toolbox. By comparing the endogenous metabolites from GML and GML-SM groups, the disturbed pathways were partly recovered towards healthy state via EA treated on SM acupoints. Further comparison of the metabolic variations induced by EA stimulated on SM and the control gallbladder meridian (GM) acupoints showed a quite similar metabolite composition except for increased phenylacetylglycine, 3,4-dihydroxymandelate, and meta-hydroxyphenylacetate and decreased N-methylnicotinamide in urine from rats with EA treated on SM acupoints. The current study showed the potential application of metabolomics in providing further insight into the molecular mechanism of acupuncture.
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Acupuncture may exert its therapeutic effect through microRNA-339/Sirt2/NFκB/FOXO1 axis. BIOMED RESEARCH INTERNATIONAL 2015; 2015:249013. [PMID: 25695055 PMCID: PMC4324497 DOI: 10.1155/2015/249013] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/21/2014] [Revised: 10/08/2014] [Accepted: 10/10/2014] [Indexed: 01/10/2023]
Abstract
Recently, we have found that a number of microRNAs (miRNAs) and proteins are involved in the response to acupuncture therapy in hypertensive rats. Our bioinformatics study suggests an association between these miRNAs and proteins, which include miR-339 and sirtuin 2 (Sirt2). In this paper, we aimed to investigate whether Sirt2 was a direct target of miR-339 in neurons. In human SH-SY5Y cells, the luciferase assay implied that Sirt2 was likely a target of miRNA-339. Overexpression of miR-339 downregulated Sirt2 expression, while knockdown of miR-339 upregulated Sirt2 expression in human SH-SY5Y cells and rat PC12 cells. In addition, overexpression of miR-399 increased the acetylation of nuclear factor-κB (NF-κB) and forkhead box protein O1 (FOXO1) in SH-SY5Y cells, which are known targets of Sirt2. Our findings demonstrate that miR-339 regulates Sirt2 in human and rat neurons. Since Sirt2 plays a critical role in multiple important cellular functions, our data imply that acupuncture may act through epigenetic changes and subsequent action on their targets, such as miRNA-339/Sirt2/NF-κB/FOXO1 axis. Some physiological level changes of neurons after altering the miR-339 levels are needed to validate the suggested therapeutic role of miR-339/Sirt2/NF-κB/FOXO1 axis in response to acupuncture therapy in the future work.
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Qiu S, Zhang AH, Sun H, Yan GL, Wang XJ. Overview on metabolomics in traditional Chinese medicine. World J Pharmacol 2014; 3:33-38. [DOI: 10.5497/wjp.v3.i3.33] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2014] [Revised: 07/02/2014] [Accepted: 07/29/2014] [Indexed: 02/06/2023] Open
Abstract
Metabolomics has been widely used in the modern research of traditional Chinese medicine (TCM). At the same time, the world is increasingly concerned about TCM, and many studies have been conducted to investigate different aspects of TCM. Among these studies, metabolomic approach has been implemented to facilitate TCM development. The current methods for TCM research are diverse, including nuclear magnetic resonance, gas chromatography-mass spectrometry, and liquid chromatography-mass spectrometry. Using these techniques, some advantageous results have been obtained in the studies of TCM, such as diagnosis and treatment, quality control, and mechanisms of action. It is believed that the further development of metabolomic analytical techniques is beneficial to the modernization of TCM. This review summarizes potential applications of metabolomics in the area of TCM. Guidelines for good practice for the application of metabolomics in TCM research are also proposed, and the special role of metabolomics in TCM is highlighted.
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Naz S, Vallejo M, García A, Barbas C. Method validation strategies involved in non-targeted metabolomics. J Chromatogr A 2014; 1353:99-105. [DOI: 10.1016/j.chroma.2014.04.071] [Citation(s) in RCA: 176] [Impact Index Per Article: 17.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2013] [Revised: 04/17/2014] [Accepted: 04/18/2014] [Indexed: 10/25/2022]
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Zhang A, Zhou X, Zhao H, Guan Y, Zhou S, Yan GL, Ma Z, Liu Q, Wang X. Rapidly improved determination of metabolites from biological data sets using the high-efficient TransOmics tool. ACTA ACUST UNITED AC 2014; 10:2160-5. [DOI: 10.1039/c4mb00222a] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Detailed analysis workflow of TransOmics informatics for metabolomics data from large biological data sets.
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Affiliation(s)
- Aihua Zhang
- National TCM Key Laboratory of Serum Pharmacochemistry
- Key Laboratory of Metabolomics and Chinmedomics
- Department of Pharmaceutical Analysis
- Heilongjiang University of Chinese Medicine
- Harbin 150040, China
| | - Xiaohang Zhou
- National TCM Key Laboratory of Serum Pharmacochemistry
- Key Laboratory of Metabolomics and Chinmedomics
- Department of Pharmaceutical Analysis
- Heilongjiang University of Chinese Medicine
- Harbin 150040, China
| | | | - Yu Guan
- National TCM Key Laboratory of Serum Pharmacochemistry
- Key Laboratory of Metabolomics and Chinmedomics
- Department of Pharmaceutical Analysis
- Heilongjiang University of Chinese Medicine
- Harbin 150040, China
| | - Shiyu Zhou
- Infinitus (China) Company Ltd
- Guangzhou, China
| | - Guang-li Yan
- National TCM Key Laboratory of Serum Pharmacochemistry
- Key Laboratory of Metabolomics and Chinmedomics
- Department of Pharmaceutical Analysis
- Heilongjiang University of Chinese Medicine
- Harbin 150040, China
| | - Zhonghua Ma
- Infinitus (China) Company Ltd
- Guangzhou, China
| | - Qi Liu
- National TCM Key Laboratory of Serum Pharmacochemistry
- Key Laboratory of Metabolomics and Chinmedomics
- Department of Pharmaceutical Analysis
- Heilongjiang University of Chinese Medicine
- Harbin 150040, China
| | - Xijun Wang
- National TCM Key Laboratory of Serum Pharmacochemistry
- Key Laboratory of Metabolomics and Chinmedomics
- Department of Pharmaceutical Analysis
- Heilongjiang University of Chinese Medicine
- Harbin 150040, China
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