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Song EJ, Kim MJ, Jung CH, Chung WH, Nam YD, Lim MY. Early response of the gut microbiome and serum metabolites to Cheonggukjang intake in healthy Korean subjects. J Funct Foods 2023. [DOI: 10.1016/j.jff.2023.105420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
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Hur HJ, Wu X, Yang HJ, Kim MJ, Lee KH, Hong M, Park S, Kim MS. Beneficial Effects of a Low-Glycemic Diet on Serum Metabolites and Gut Microbiota in Obese Women With Prevotella and Bacteriodes Enterotypes: A Randomized Clinical Trial. Front Nutr 2022; 9:861880. [PMID: 35592630 PMCID: PMC9111978 DOI: 10.3389/fnut.2022.861880] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 03/31/2022] [Indexed: 12/12/2022] Open
Abstract
Generalized healthy eating patterns may not benefit everyone due to different genetics and enterotypes. We aimed to compare the effects of a low-glycemic diet representing the Korean traditional balanced diet (Low-GID) and westernized diet as a control diet (CD) on anthropometry, serum metabolites, and fecal bacteria in a randomized clinical trial according to enterotypes. We recruited 52 obese women aged 30-50 years, and they consumed Low-GID and CD meals for 1 month, with a 1-month washout period, in a crossover randomized clinical trial. The Low-GID was mainly composed of whole grains with fish, vegetables, seaweeds, and perilla oil, whereas CD contained refined rice, bread, noodles, meats, and processed foods. Serum lipid profiles, metabolomics, serum short-chain fatty acids, and fecal bacteria were analyzed. The important variables influenced by Low-GID and CD were determined by SHAP value in the XGBoost algorithm according to Bacteroides (ET-B) and Prevotella (ET-P). Low-GID and CD interventions did not change the enterotypes, but they modified serum metabolites and some fecal bacterial species differently according to enterotypes. The 10-fold cross-validation of the XGBoost classifier in the ET-P and ET-B clusters was 0.91 ± 0.04 and 0.8 ± 0.07, respectively. In the ET-P cluster, serum L-homocysteine, glutamate, leucine concentrations, and muscle mass were higher in the CD group than in the Low-GID group, whereas serum 3-hydroxybutyric acid concentration was significantly higher in the Low-GID group than in the CD group (p < 0.05). In fecal bacteria, Gemmiger formicilis, Collinsella aerofaciens, and Escherichia coli were higher in the CD group than in the Low-GID group. In the ET-B cohort, serum tryptophan and total cholesterol concentrations were higher in the CD group than in the Low-GID group, whereas serum glutathione and 3-hydroxybutyric acid concentrations were significantly higher in the Low-GID group than in the CD group (p < 0.05). However, Bifidobacterium longum was higher in CD than Low-GID in the ET-B cluster, but serum butyric acid levels were higher in the Low-GID than in the CD group. In conclusion, Low-GID can be recommended in obese women with both ET-P and ET-B enterotypes, although its efficacy was more effective in ET-P. Clinical Trial Registration [https://cris.nih.go.kr/cris/search/detailSearch.do/17398], identifier [KCT0005340].
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Affiliation(s)
- Haeng Jeon Hur
- Food Functionality Research Division, Korea Food Research Institute, Wanju, South Korea
| | - Xuangao Wu
- Obesity/Diabetes Research Center, Department of Food and Nutrition, Hoseo University, Asan, South Korea
| | - Hye Jeong Yang
- Food Functionality Research Division, Korea Food Research Institute, Wanju, South Korea
| | - Min Jung Kim
- Food Functionality Research Division, Korea Food Research Institute, Wanju, South Korea
| | - Kyun-Hee Lee
- Food Functionality Research Division, Korea Food Research Institute, Wanju, South Korea
- Department of Food Biotechnology, Korea University of Science and Technology, Wanju, South Korea
| | - Moonju Hong
- Food Functionality Research Division, Korea Food Research Institute, Wanju, South Korea
- Department of Food Biotechnology, Korea University of Science and Technology, Wanju, South Korea
| | - Sunmin Park
- Obesity/Diabetes Research Center, Department of Food and Nutrition, Hoseo University, Asan, South Korea
| | - Myung-Sunny Kim
- Food Functionality Research Division, Korea Food Research Institute, Wanju, South Korea
- Department of Food Biotechnology, Korea University of Science and Technology, Wanju, South Korea
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Lee WY, Lee CY, Kim CE, Kim JH. Investigating the Biomarkers of the Sasang Constitution via Network Pharmacology Approach. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE : ECAM 2021; 2021:6665130. [PMID: 33936241 PMCID: PMC8060121 DOI: 10.1155/2021/6665130] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 03/22/2021] [Accepted: 04/03/2021] [Indexed: 12/03/2022]
Abstract
Sasang constitutional (SC) medicine classifies people into Soeum (SE), Soyang (SY), Taeeum (TE), and Taeyang (TY) types based on psychological and physical traits. However, biomarkers of these types are still unclear. We aimed to identify biomarkers among the SC types using network pharmacology methods. Target genes associated with the SC types were identified by grouping herb targets that preserve and strengthen the requisite energy (Bomyeongjiju). The herb targets were obtained by constructing an herb-compound-target network. We identified 371, 185, 146, and 89 target genes and their unique biological processes related to SE, SY, TE, and TY types, respectively. While the targets of SE and SY types were the most similar among the target pairs of the SC types, those of TY type overlapped with only a few other SC-type targets. Moreover, SE, SY, TE, and TY were related to "diseases of the digestive system," "diseases of the nervous system," "endocrine, nutritional, and metabolic diseases," and "congenital malformations, deformations, and chromosomal abnormalities," respectively. We successfully identified the target genes, biological processes, and diseases related to each SC type. We also demonstrated that a drug-centric approach using network pharmacology analysis provides a deeper understanding of the concept of Sasang constitutional medicine at a phenotypic level.
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Affiliation(s)
- Won-Yung Lee
- Department of Physiology, College of Korean Medicine, Gachon University, Seongnam, Republic of Korea
| | - Choong-Yeol Lee
- Department of Physiology, College of Korean Medicine, Gachon University, Seongnam, Republic of Korea
| | - Chang-Eop Kim
- Department of Physiology, College of Korean Medicine, Gachon University, Seongnam, Republic of Korea
| | - Ji-Hwan Kim
- Department of Sasang Constitutional Medicine, College of Korean Medicine, Gachon University, Seongnam, Republic of Korea
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Mobeen F, Sharma V, Prakash T. Comparative gut microbiome analysis of the Prakriti and Sasang systems reveals functional level similarities in constitutionally similar classes. 3 Biotech 2020; 10:379. [PMID: 32802721 PMCID: PMC7413973 DOI: 10.1007/s13205-020-02376-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2020] [Accepted: 07/31/2020] [Indexed: 12/12/2022] Open
Abstract
The traditional medicinal systems (TMS) of India (Prakriti) and Korea (Sasang) classify human individuals based on their constitution determined by the physiological and psychological traits of individuals. Similarities in the constitutions are already found between the classes of Prakriti (Vata, Pitta, and Kapha) and Sasang (TE: Taeeumin, SE: Soeumin, and SY: Soyangin) systems. Gut health is an important aspect of this constitution based classification in TMS. To determine the role of gut microbes in such classifications, we have analyzed the gut microbiome (taxa and imputed functions) in the constitutionally similar Prakriti and Sasang classes. An enrichment of Bacteroides and Prevotella enterotypes is observed in the Sasang and Prakriti samples, respectively. The impact of the constitution is found to be more prominent with respect to the taxa and predicted-functions within the Prakriti classes. Gut microbiome functional-level similarities are found to correlate well with the host phenotypes of the constitutionally similar Prakriti and Sasang classes. An enrichment of carbohydrate and amino-acid metabolism is observed in the Vata and SE classes which may be responsible for meeting with their high energy demands and lean phenotype. The Pitta and SY classes exhibit the high capacity to metabolize toxins. An enrichment of functions responsible for predisposition to obesity and high drug metabolism is observed in the Kapha and TE classes. The contribution of gut adaptive functions is found to correlate with the constitution-based classification in both Prakriti and Sasang systems. The TE class harboured the highest number of biofilm-forming and stress-tolerant microbes thus exhibiting the maximum tolerance of environmental stress. Similarities in the gut microbiota and the resulting disease predisposition patterns are found to exist between the constitutionally matching Prakriti and Sasang classes.
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Affiliation(s)
- Fauzul Mobeen
- School of Basic Sciences, Indian Institute of Technology Mandi, Kamand, Mandi, Himachal Pradesh 175005 India
| | - Vikas Sharma
- School of Basic Sciences, Indian Institute of Technology Mandi, Kamand, Mandi, Himachal Pradesh 175005 India
| | - Tulika Prakash
- School of Basic Sciences, Indian Institute of Technology Mandi, Kamand, Mandi, Himachal Pradesh 175005 India
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Kim MJ, Lee DH, Ahn J, Jang YJ, Ha TY, Do E, Jung CH. Nutrikinetic study of fermented soybean paste ( Cheonggukjang) isoflavones according to the Sasang typology. Nutr Res Pract 2019; 14:102-108. [PMID: 32256984 PMCID: PMC7075739 DOI: 10.4162/nrp.2020.14.2.102] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2018] [Revised: 04/23/2019] [Accepted: 11/07/2019] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND/OBJECTIVES In Oriental medicine, certain foods may be beneficial or detrimental based on an individual's constitution; however, the scientific basis for this theory is insufficient. The purpose of this study was to investigate the effect of body constitution, based on the Sasang type of Korean traditional medical classification system, on the bioavailability of soy isoflavones of Cheonggukjang, a quick-fermented soybean paste. SUBJECTS/METHODS A pilot study was conducted on 48 healthy Korean men to evaluate the bioavailability of isoflavone after ingestion of food based on constitution types classified by the Sasang typology. The participants were classified into the Taeeumin (TE; n = 15), Soyangin (SY; n = 15), and Soeumin (SE; n = 18) groups. Each participant ingested 50 g of Cheonggukjang per 60 kg body weight. Thereafter, blood was collected, and the soy isoflavone metabolites were analyzed by ultra-performance liquid chromatography/quadrupole time-of-flight mass spectrometry. Ntrikinetic analysis of individual isoflavone-derived metabolites was performed. RESULTS Our nutrikinetic analysis identified 21 metabolites derived from isoflavones in the blood samples from 48 healthy Korean men (age range, 21-29 years). Significant differences were observed in the time to maximum concentration (T max) and elimination half-life (t 1/2) for nine metabolites among the three groups. The T max and t 1/2 of the nine metabolites were higher in the SE group than in the other groups. Moreover, the absorption rates, as determined by the area under the plasma-level curve (AUC) values of intact isoflavone, were 5.3 and 9.4 times higher in the TE group than in the SY and SE groups, respectively. Additionally, the highest AUC values for phase I and II metabolites were observed in the TE group. CONCLUSIONS These findings indicate that isoflavone bioavailability, following Cheonggukjang insgestion, is high in individuals with the TE constitution, and relatively lower in those with the SE and SY constitutions.
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Affiliation(s)
- Min Jung Kim
- Research Division of Food Functionality, Korea Food Research Institute, Wanju-gun, Jeonbuk 55365, Republic of Korea
| | - Da-Hye Lee
- Research Division of Food Functionality, Korea Food Research Institute, Wanju-gun, Jeonbuk 55365, Republic of Korea.,Department of Food Biotechnology, Korea University of Science and Technology, Wanju-gun, Jeonbuk 55365, Republic of Korea
| | - Jiyun Ahn
- Research Division of Food Functionality, Korea Food Research Institute, Wanju-gun, Jeonbuk 55365, Republic of Korea.,Department of Food Biotechnology, Korea University of Science and Technology, Wanju-gun, Jeonbuk 55365, Republic of Korea
| | - Young-Jin Jang
- Research Division of Food Functionality, Korea Food Research Institute, Wanju-gun, Jeonbuk 55365, Republic of Korea
| | - Tae-Youl Ha
- Research Division of Food Functionality, Korea Food Research Institute, Wanju-gun, Jeonbuk 55365, Republic of Korea.,Department of Food Biotechnology, Korea University of Science and Technology, Wanju-gun, Jeonbuk 55365, Republic of Korea
| | - Eunju Do
- Clinical Trial Convergence Commercialization Team, Korea Medicine Industry Support Center, Daegu Technopark, Susung-gu, Daegu 42158, Republic of Korea
| | - Chang Hwa Jung
- Research Division of Food Functionality, Korea Food Research Institute, Wanju-gun, Jeonbuk 55365, Republic of Korea.,Department of Food Biotechnology, Korea University of Science and Technology, Wanju-gun, Jeonbuk 55365, Republic of Korea
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Metabolite Markers for Characterizing Sasang Constitution Type through GC-MS and 1H NMR-Based Metabolomics Study. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2019; 2019:8783496. [PMID: 30854017 PMCID: PMC6378031 DOI: 10.1155/2019/8783496] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Accepted: 01/09/2019] [Indexed: 12/13/2022]
Abstract
Sasang constitutional medicine classifies human beings into four types based on their physical and psychological characteristics. Despite its potential value in achieving personalized medicine, the diagnosis of sasang constitution (SC) type is complex and subjective. In this study, gas chromatography–mass spectrometry and 1H nuclear magnetic resonance–based metabolic analyses were conducted to find maker metabolites in serum and urine according to different SC types. Although some samples were overlapped on orthogonal projection to latent structure discriminant analysis score plots, serum samples showed separation between different SC types. Levels of lactate, glutamate, triglyceride, and fatty acids in serum and glycolic acid in urine of Tae-Eum type were higher than those of So-Eum and So-Yang type. Fatty acids, triglyceride, and lactate levels were found to be metabolites related to body mass index, indicating that marker metabolites for the diagnosis of SC type could be associated with obese. However, Tae-Eum type showed higher lactate levels in serum than So-Yang type for both normal weight and overweight groups, suggesting that the contents of serum lactate might be dependent on the SC type regardless of body weight. These results suggest that metabolomics analysis could be used to determine SC type.
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