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Wang Q, Liu S, Zhu T, Hu B, Huang Y, Gao Y, Xiong L, Cao L, Zhang Z, Liu H. Structure characteristics and fermentation properties of konjac oligosaccharides from konjac peel prepared by one-step fermentation with Bacillus Licheniformis BJ2022. Food Chem 2025; 484:144332. [PMID: 40315722 DOI: 10.1016/j.foodchem.2025.144332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Revised: 03/08/2025] [Accepted: 04/11/2025] [Indexed: 05/04/2025]
Abstract
Konjac peel is one of the main wastes in the processing of konjac. More effective green recycling solutions for konjac peel need to be developed. This study explored a green method for konjac oligosaccharide extraction from konjac peel, aiming to uncover the benefits of oligosaccharide preparation by Bacillus licheniformis (BJ2022) liquid-state fermentation. The extraction rate of fermented konjac oligosaccharides (FKO) by fermenting konjac peel in a 100 L fermentation tank reached 21.78 g/L, and the purity of the extracted oligosaccharides was 74.11 %. Pentasaccharides, hexasaccharides, and heptasaccharides were purified and separated from FKO. The oligosaccharides separated from FKO were composed of glucose and mannose connected by β-1,4-glycosidic bonds. The in vitro anaerobic fermentation experiments of gut microbiota and metabolomics analysis indicated that FKO had prebiotic activity in regulating gut microbiota and promoting the production of metabolites such as short-chain fatty acids. This study indicated that Bacillus licheniformis (BJ2022) one-step fermentation was a green and efficient konjac oligosaccharides production method.
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Affiliation(s)
- Qiqi Wang
- Key Laboratory of Traditional Chinese Medicine Resources and Traditional Chinese Medicine Formulas, Hubei University of Chinese Medicine, Huangjiahu West Road 16, Wuhan 430065, PR China; Hubei Shizhen Laboratory, Huayuanshan Road 4, Wuhan 430061, PR China; School of Pharmacy, Hubei University of Chinese Medicine, Huangjiahu West Road 16, Wuhan 430065, PR China
| | - Songlin Liu
- School of Chinese Medicine, Hubei University of Chinese Medicine, Tanhualin Road 188, Wuhan 430061, PR China; Hubei Shizhen Laboratory, Huayuanshan Road 4, Wuhan 430061, PR China
| | - Tianxiang Zhu
- School of Basic Medical Sciences, Hubei University of Chinese Medicine, Huangjiahu West Road 16, Wuhan 430065, PR China; Key Laboratory of Traditional Chinese Medicine Resources and Traditional Chinese Medicine Formulas, Hubei University of Chinese Medicine, Huangjiahu West Road 16, Wuhan 430065, PR China
| | - Baifei Hu
- School of Basic Medical Sciences, Hubei University of Chinese Medicine, Huangjiahu West Road 16, Wuhan 430065, PR China; Key Laboratory of Traditional Chinese Medicine Resources and Traditional Chinese Medicine Formulas, Hubei University of Chinese Medicine, Huangjiahu West Road 16, Wuhan 430065, PR China
| | - Yuqing Huang
- Key Laboratory of Traditional Chinese Medicine Resources and Traditional Chinese Medicine Formulas, Hubei University of Chinese Medicine, Huangjiahu West Road 16, Wuhan 430065, PR China; Hubei Shizhen Laboratory, Huayuanshan Road 4, Wuhan 430061, PR China; School of Pharmacy, Hubei University of Chinese Medicine, Huangjiahu West Road 16, Wuhan 430065, PR China
| | - Yu Gao
- Key Laboratory of Traditional Chinese Medicine Resources and Traditional Chinese Medicine Formulas, Hubei University of Chinese Medicine, Huangjiahu West Road 16, Wuhan 430065, PR China; Hubei Shizhen Laboratory, Huayuanshan Road 4, Wuhan 430061, PR China; School of Pharmacy, Hubei University of Chinese Medicine, Huangjiahu West Road 16, Wuhan 430065, PR China
| | - Lei Xiong
- School of Basic Medical Sciences, Hubei University of Chinese Medicine, Huangjiahu West Road 16, Wuhan 430065, PR China; Key Laboratory of Traditional Chinese Medicine Resources and Traditional Chinese Medicine Formulas, Hubei University of Chinese Medicine, Huangjiahu West Road 16, Wuhan 430065, PR China; Hubei Shizhen Laboratory, Huayuanshan Road 4, Wuhan 430061, PR China
| | - Lu Cao
- School of Basic Medical Sciences, Hubei University of Chinese Medicine, Huangjiahu West Road 16, Wuhan 430065, PR China; Key Laboratory of Traditional Chinese Medicine Resources and Traditional Chinese Medicine Formulas, Hubei University of Chinese Medicine, Huangjiahu West Road 16, Wuhan 430065, PR China; Hubei Shizhen Laboratory, Huayuanshan Road 4, Wuhan 430061, PR China
| | - Zhigang Zhang
- School of Basic Medical Sciences, Hubei University of Chinese Medicine, Huangjiahu West Road 16, Wuhan 430065, PR China; Key Laboratory of Traditional Chinese Medicine Resources and Traditional Chinese Medicine Formulas, Hubei University of Chinese Medicine, Huangjiahu West Road 16, Wuhan 430065, PR China; Hubei Shizhen Laboratory, Huayuanshan Road 4, Wuhan 430061, PR China.
| | - Hongtao Liu
- School of Basic Medical Sciences, Hubei University of Chinese Medicine, Huangjiahu West Road 16, Wuhan 430065, PR China; Key Laboratory of Traditional Chinese Medicine Resources and Traditional Chinese Medicine Formulas, Hubei University of Chinese Medicine, Huangjiahu West Road 16, Wuhan 430065, PR China; Hubei Shizhen Laboratory, Huayuanshan Road 4, Wuhan 430061, PR China.
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Luo X, Wang K, Jiang C. Gut microbial enzymes and metabolic dysfunction-associated steatohepatitis: Function, mechanism, and therapeutic prospects. Cell Host Microbe 2025:S1931-3128(25)00153-2. [PMID: 40425014 DOI: 10.1016/j.chom.2025.04.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2025] [Revised: 04/28/2025] [Accepted: 04/29/2025] [Indexed: 05/29/2025]
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) is the most prevalent liver disease worldwide. The liver communicates with the intestine, in large part through the gut microbiota. Microbial enzymes are key mediators that affect the progression of MASLD and the more severe metabolic dysfunction-associated steatohepatitis (MASH). These enzymes contribute to the metabolism or biosynthesis of steroids, fatty acids, amino acids, ethanol, choline, and intestinal hormones that contribute to disease progression. Additionally, dysbiosis and functional alterations in the microbiota compromise the intestinal barrier, increasing its permeability to bacterial metabolites and liver exposure to microbial-associated molecular patterns (MAMPs), thereby exacerbating liver inflammation and fibrosis. Furthermore, functional alterations in the gut microbiota can modulate intestinal signaling pathways through metabolites or gut hormones, subsequently affecting hepatic metabolism. A deeper understanding of the roles of the gut microbiota and microbial enzymes in MASH will facilitate the development of personalized treatments targeting specific gut microbes or functional enzymes.
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Affiliation(s)
- Xi Luo
- Department of Physiology and Pathophysiology, Center for Obesity and Metabolic Disease Research, School of Basic Medical Sciences, State Key Laboratory of Vascular Homeostasis and Remodeling, Peking University, Beijing 100191, China
| | - Kai Wang
- Department of Immunology, School of Basic Medical Sciences, NHC Key Laboratory of Medical Immunology, Peking University, Beijing 100191, China.
| | - Changtao Jiang
- Department of Physiology and Pathophysiology, Center for Obesity and Metabolic Disease Research, School of Basic Medical Sciences, State Key Laboratory of Vascular Homeostasis and Remodeling, Peking University, Beijing 100191, China; Department of Immunology, School of Basic Medical Sciences, NHC Key Laboratory of Medical Immunology, Peking University, Beijing 100191, China; Center of Basic Medical Research, Institute of Medical Innovation and Research, Peking University Third Hospital, Beijing, China.
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Li Z, Chen Y, Shi T, Cao H, Chen G, Yu L. Potential of queen bee larvae as a dietary supplement for obesity management: modulating the gut microbiota and promoting liver lipid metabolism. Food Funct 2025; 16:3848-3861. [PMID: 40131738 DOI: 10.1039/d5fo00166h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/27/2025]
Abstract
Queen bee larvae (QBL) have been consumed as both a traditional food and medicine in China for thousands of years; however, their specific benefits for human health, particularly their potential anti-obesity property, remain underexplored. This study investigated the anti-obesity effect of QBL freeze-dried powder (QBLF) on high-fat diet (HFD) induced obesity in mice and explored the underlying mechanisms. Our findings showed that QBLF effectively reduced body weight, fasting blood glucose levels, lipid accumulation, and inflammation in HFD mice. 16S rRNA sequencing revealed that QBLF significantly modulated the gut microbiota disrupted by an HFD, notably increasing the relative abundance of beneficial microbes such as Ileibacterium, Clostridium sensu stricto 1, Incertae sedis, Streptococcus, Lactococcus, Clostridia UCG-014, and Lachnospiraceae UCG-006, which were inversely associated with obesity-related phenotypes in the mice. RNA sequencing analysis further demonstrated that QBLF intervention upregulated the expression of genes involved in liver lipid metabolism, including Pck1, Cyp4a10, Cyp4a14, and G6pc, while downregulating genes associated with the inflammatory response, such as Cxcl10, Ccl2, Traf1, Mapk15, Lcn2, and Fosb. These results suggested that QBLF can ameliorate HFD-induced obesity through regulating the gut microbiota, promoting liver lipid metabolism, and reducing inflammatory response.
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Affiliation(s)
- Zhuang Li
- School of Plant Protection, Anhui Province Key Laboratory of Crop Integrated Pest Management, Hefei 230031, China.
- Apiculture Research Institute, Anhui Agricultural University, Hefei 230031, China
- Biotechnology Center of Anhui Agriculture University, Hefei 230031, China
| | - Yiang Chen
- National Key Laboratory for Tea Plant Germplasm Innovation and Resource Utilization, School of Tea Science, Anhui Agricultural University, Hefei, 230036, China.
| | - Tengfei Shi
- School of Plant Protection, Anhui Province Key Laboratory of Crop Integrated Pest Management, Hefei 230031, China.
- Apiculture Research Institute, Anhui Agricultural University, Hefei 230031, China
- Biotechnology Center of Anhui Agriculture University, Hefei 230031, China
| | - Haiqun Cao
- School of Plant Protection, Anhui Province Key Laboratory of Crop Integrated Pest Management, Hefei 230031, China.
- Apiculture Research Institute, Anhui Agricultural University, Hefei 230031, China
- Biotechnology Center of Anhui Agriculture University, Hefei 230031, China
| | - Guijie Chen
- National Key Laboratory for Tea Plant Germplasm Innovation and Resource Utilization, School of Tea Science, Anhui Agricultural University, Hefei, 230036, China.
| | - Linsheng Yu
- School of Plant Protection, Anhui Province Key Laboratory of Crop Integrated Pest Management, Hefei 230031, China.
- Apiculture Research Institute, Anhui Agricultural University, Hefei 230031, China
- Biotechnology Center of Anhui Agriculture University, Hefei 230031, China
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Shen Y, Fan N, Ma S, Cheng X, Yang X, Wang G. Gut Microbiota Dysbiosis: Pathogenesis, Diseases, Prevention, and Therapy. MedComm (Beijing) 2025; 6:e70168. [PMID: 40255918 PMCID: PMC12006732 DOI: 10.1002/mco2.70168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2024] [Revised: 03/10/2025] [Accepted: 03/13/2025] [Indexed: 04/22/2025] Open
Abstract
Dysbiosis refers to the disruption of the gut microbiota balance and is the pathological basis of various diseases. The main pathogenic mechanisms include impaired intestinal mucosal barrier function, inflammation activation, immune dysregulation, and metabolic abnormalities. These mechanisms involve dysfunctions in the gut-brain axis, gut-liver axis, and others to cause broader effects. Although the association between diseases caused by dysbiosis has been extensively studied, many questions remain regarding the specific pathogenic mechanisms and treatment strategies. This review begins by examining the causes of gut microbiota dysbiosis and summarizes the potential mechanisms of representative diseases caused by microbiota imbalance. It integrates clinical evidence to explore preventive and therapeutic strategies targeting gut microbiota dysregulation, emphasizing the importance of understanding gut microbiota dysbiosis. Finally, we summarized the development of artificial intelligence (AI) in the gut microbiota research and suggested that it will play a critical role in future studies on gut dysbiosis. The research combining multiomics technologies and AI will further uncover the complex mechanisms of gut microbiota dysbiosis. It will drive the development of personalized treatment strategies.
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Affiliation(s)
- Yao Shen
- International Joint Laboratory for Embryonic Development & Prenatal MedicineDivision of Histology and EmbryologySchool of MedicineJinan UniversityGuangzhouChina
- Key Laboratory for Regenerative Medicine of the Ministry of EducationJinan UniversityGuangzhouChina
| | - Nairui Fan
- Basic Medical College of Jiamusi UniversityHeilongjiangChina
| | - Shu‐xia Ma
- Basic Medical College of Jiamusi UniversityHeilongjiangChina
| | - Xin Cheng
- International Joint Laboratory for Embryonic Development & Prenatal MedicineDivision of Histology and EmbryologySchool of MedicineJinan UniversityGuangzhouChina
- Key Laboratory for Regenerative Medicine of the Ministry of EducationJinan UniversityGuangzhouChina
| | - Xuesong Yang
- International Joint Laboratory for Embryonic Development & Prenatal MedicineDivision of Histology and EmbryologySchool of MedicineJinan UniversityGuangzhouChina
- Key Laboratory for Regenerative Medicine of the Ministry of EducationJinan UniversityGuangzhouChina
- International SchoolGuangzhou Huali College, ZengchengGuangzhouChina
| | - Guang Wang
- International Joint Laboratory for Embryonic Development & Prenatal MedicineDivision of Histology and EmbryologySchool of MedicineJinan UniversityGuangzhouChina
- Key Laboratory for Regenerative Medicine of the Ministry of EducationJinan UniversityGuangzhouChina
- Guangdong‐Hong Kong Metabolism & Reproduction Joint LaboratoryGuangdong Second Provincial General HospitalSchool of MedicineJinan UniversityGuangzhouChina
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Huang J, Zhou B, Zhu F, Li Y, Li Y, Zhang R, Zhang J, Wang L. Gut microbiome dysbiosis as a potential biomarker for liver metabolic disorders in in neonatal hemolytic jaundice. BMC Pediatr 2025; 25:337. [PMID: 40301849 PMCID: PMC12039124 DOI: 10.1186/s12887-025-05692-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Accepted: 04/15/2025] [Indexed: 05/01/2025] Open
Abstract
BACKGROUND This study aims to reveal the composition and features of the gut microbiota in neonatal hemolytic jaundice, potentially identifying biomarkers for the diagnosis of this condition. METHODS A total of 62 neonates with hemolytic jaundice and 20 healthy neonates were ultimately enrolled in the study. Clinical data and fecal samples from these infants were collected separately. The composition and features of the gut microbiota were analyzed using 16S rRNA high-throughput sequencing technology. Alpha and Beta diversity analyses were conducted to elucidate the differences in gut microbiota composition. Additionally, LEfSe analysis was employed to identify differential microorganisms. Finally, PICRUSt2, metagenomeSeq, and BugBase software were utilized to investigate the phenotypic and functional differences in the gut microbiota. RESULTS Beta diversity analysis revealed significant differences in the composition of gut microbiota. LEfSe analysis demonstrated a significant increase in the relative abundance of Enterobacter in neonatal hemolytic jaundice. Furthermore, METACYC metabolic pathway analysis based on PICRUSt2 indicated a notable elevation in liver-related metabolic pathways in neonatal hemolytic jaundice. The metabolic analysis of differential bacterial genera revealed that Enterobacter secretes a wide array of enzymes, including oxidases, oxidoreductases, transferases, hydrolases, isomerases, and lyases. Notably, these enzymes are responsible for altering the liver metabolic pathways in neonates with hemolytic jaundice. CONCLUSIONS Enterobacter is linked to multiple metabolic pathways in the liver via the secretion of numerous enzymes along the gut-liver axis metabolic pathway. This interaction indirectly reflects the metabolic status and disease progression in neonatal hemolytic jaundice. Consequently, Enterobacter may serve as a potential diagnostic marker of the gut microbiota for assessing liver metabolic disorders associated with hemolytic jaundice.
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Affiliation(s)
- Jin Huang
- Department of Pediatrics, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230000, China
- Department of Pediatrics, Suzhou Hospital of Anhui Medical University (Suzhou Municipal Hospital of Anhui Province), Suzhou, Anhui Province, 234000, China
| | - Bi Zhou
- Department of Pediatrics, Suzhou Hospital of Anhui Medical University (Suzhou Municipal Hospital of Anhui Province), Suzhou, Anhui Province, 234000, China
| | - Feng Zhu
- Department of Pediatrics, Suzhou Hospital of Anhui Medical University (Suzhou Municipal Hospital of Anhui Province), Suzhou, Anhui Province, 234000, China
| | - Ying Li
- Department of Pediatrics, Suzhou Hospital of Anhui Medical University (Suzhou Municipal Hospital of Anhui Province), Suzhou, Anhui Province, 234000, China
| | - Yingying Li
- Department of Pediatrics, Suzhou Hospital of Anhui Medical University (Suzhou Municipal Hospital of Anhui Province), Suzhou, Anhui Province, 234000, China
| | - Rui Zhang
- Department of Pediatrics, Suzhou Hospital of Anhui Medical University (Suzhou Municipal Hospital of Anhui Province), Suzhou, Anhui Province, 234000, China
| | - Jingling Zhang
- Department of Pediatrics, Suzhou Hospital of Anhui Medical University (Suzhou Municipal Hospital of Anhui Province), Suzhou, Anhui Province, 234000, China
| | - Lili Wang
- Department of Pediatrics, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230000, China.
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Duarte L, Magne F, Gotteland M. Gut microbiota in patients with metabolic, dysfunction-associated steatotic liver disease. Curr Opin Clin Nutr Metab Care 2025:00075197-990000000-00217. [PMID: 40294087 DOI: 10.1097/mco.0000000000001128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/30/2025]
Abstract
PURPOSE OF REVIEW Metabolic dysfunction-associated steatotic liver disease (MASLD) is a highly prevalent condition that can progress to fibrosis, steatohepatitis, and hepatocellular carcinoma. This review examines recent advances concerning the role of gut microbiota in MASLD and microbiota-focused interventions to positively impact disease outcome. RECENT FINDINGS Dysbiotic microbiota and a compromised gut barrier facilitate the translocation of microbial-associated molecular patterns and harmful metabolites into the portal circulation and liver, where they exacerbate inflammatory and fibrogenic processes. Conversely, other bacterial metabolites have protective effects in the liver. Therefore, microbiota homeostasis is essential for maintaining liver health. SUMMARY Levels of harmful bacterial metabolites including ethanol, NH3, trimethylamine-L-oxide, 2-oleylglycerol, and litocholic acid are often increased in patients with MASLD. Conversely, short-chain fatty acids, indole derivatives, histidine, and the acids taurodeoxycholic, 3-succinylcholic, and hyodeoxycholic are decreased. The main aim of current interventions/treatments is to reduce harmful metabolites and increase beneficial ones. These interventions include drugs (pemafibrate, metformin, obeticholic acid), natural compounds (silymarin, lupeol, dietary fiber, peptides), exogenous bacteria (probiotics, gut symbionts), special diets (Mediterranean diet, time-restricted feeding), as well as microbiota transplantation, and phage therapy. Most improve gut permeability, liver inflammation, and fibrosis through microbiota regulation, and are promising alternatives for MASLFD management. However, most results come from animal studies, while clinical trials in MASLD patients are lacking. Further research is therefore needed in this area.
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Affiliation(s)
| | - Fabien Magne
- Microbiology and Mycology Program, ICBM, Faculty of Medicine
| | - Martin Gotteland
- Department of Nutrition
- Institute of Nutrition and Food Technology (INTA), University of Chile, Santiago, Chile
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Li F, Luo J, Xie Q, He L, Li W, Yang R, Li M. Differential effects of ellagic acid on non-alcoholic fatty liver disease in mice: grouped by urolithin A-producing capacity. Food Funct 2025; 16:3166-3179. [PMID: 40171675 DOI: 10.1039/d5fo00440c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2025]
Abstract
Ellagic acid (EA) exhibits protective effects on non-alcoholic fatty liver disease (NAFLD). However, the ability to produce urolithins and the health benefits associated with EA consumption differ considerably among individuals. Therefore, the different effects of EA on high-fat and high-fructose diet (HFFD)-induced NAFLD, considering variability in urolithin-producing ability, were explored. Our results showed that EA could effectively reduce body weight, lipid accumulation and insulin resistance, and improve oxidative stress and inflammation in NAFLD mice. The metabolomics analysis indicated that liver metabolism disorder induced by HFFD was obviously improved by EA mainly through the regulation of unsaturated fatty acid biosynthesis and amino acid metabolism. In particular, the improvement effect of EA on NAFLD in mice with high urolithin A production was better than that in their low counterparts. Moreover, EA treatment reshaped the gut microbiota imbalance caused by HFFD. Specifically, compared to the model group, the lower abundances of Faecalibaculum (by 95.11%), Ruminococcus_torques_group (by 208.14%), Clostridium_sensu_stricto_1 (by 449.37%), and Ileibacterium (by 172.64%), while higher abundances of Verrucomicrobia and Akkermansia (by 425.0%) were observed in the high-UroA-producing group (p < 0.05). This study provided new insights into EA's anti-NAFLD effectiveness and suggested that the response capacity of the gut microbiota to EA greatly determined the performance of EA in alleviating the development of NAFLD.
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Affiliation(s)
- Fengping Li
- Guangdong Provincial Key Laboratory of Food Quality and Safety, College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Jinxin Luo
- Guangdong Provincial Key Laboratory of Food Quality and Safety, College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Qingzhuang Xie
- Guangdong Provincial Key Laboratory of Food Quality and Safety, College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Liangqian He
- Guangdong Provincial Key Laboratory of Food Quality and Safety, College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Wu Li
- School of Pharmacy and Food Engineering, Wuyi University, Jiangmen 529020, China
| | - Ruili Yang
- Guangdong Provincial Key Laboratory of Food Quality and Safety, College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Meiying Li
- Guangdong Provincial Key Laboratory of Food Quality and Safety, College of Food Science, South China Agricultural University, Guangzhou 510642, China
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Xiao L, Liu J, Qin L, Deng S, Mo G, Zhang D, Huang B. Multi-omics reveal the effects and regulatory mechanism of dietary echinocystic acid supplementation on abdominal fat and liver steatosis in broiler chickens. Poult Sci 2025; 104:104981. [PMID: 40068576 PMCID: PMC11932685 DOI: 10.1016/j.psj.2025.104981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Revised: 02/23/2025] [Accepted: 03/02/2025] [Indexed: 03/28/2025] Open
Abstract
The accumulation of abdominal fat and the metabolic dysfunction-associated fatty liver disease (MAFLD) are prevalent problems in the poultry industry, and seriously compromise broiler health and reduce economic benefits. Echinocystic acid (EA), a natural product with anti-inflammatory and antioxidant effects, has been demonstrated to reduce abdominal fat deposition and improve intestinal inflammation in mice. However, it has not been reported in poultry research. In this study, we employed chicken hepatocytes (Leghorn male hepatoma cells, LMHs) to construct an oleic acid and palmitic acid (OA/PA)-induced MAFLD model in vitro and 60 male K90 chickens were induced MAFLD by a high-fat diet (HFD) to examine the impact of EA on liver-lipid metabolism and abdominal fat deposition. Moreover, metabolomic analysis, 16S rDNA gene sequencing, and transcriptomic profiling were performed to determine the mechanism of EA. The results showed that EA (10 μM) significantly reduced triglyceride (TG) and total cholesterol (TC) levels in vitro. Moreover, EA reduced abdominal fat deposition without affecting growth performance. EA significantly decreased TC, TG, and low-density lipoprotein-cholesterol (LDL-C) levels, and increased high-density lipoprotein-cholesterol (HDL-C) levels in the blood. Additionally, EA supplementation altered the composition of the intestinal microbiota, particularly by decreasing the ratio of Firmicutes to Bacteroidetes. Furthermore, liver metabolomics analysis revealed that EA increased the abundance of metabolites related to arginine metabolism and mitochondrial oxidation pathways, and these metabolites were predicted to be positively correlated with the gut genera enriched by EA. EA also altered the expression patterns of genes related to liver lipid metabolism and inflammation, particularly CYP7A1, CYP7B1, CYP3A5, and ACAT, which are enriched in the PPAR signaling pathway and steroid hormone metabolism. Moreover, correlation analysis revealed that there was a close correlation between differential gut microbiota, metabolites, and gene expression profiles. Collectively, the results indicated that EA may alleviate MAFLD by regulating steroid hormone metabolism and modulating the gut microbiota. EA may be a candidate feed additive to prevent abdominal fat deposition and MAFLD in the broiler industry.
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Affiliation(s)
- Lianggui Xiao
- College of Animal Science and Technology, Guangxi University, Nanning, 530004, China
| | - Jiazhe Liu
- College of Animal Science and Technology, Guangxi University, Nanning, 530004, China
| | - Liangshan Qin
- Guangxi Vocational University of Agricultural, Nanning, 530007, China
| | - Shan Deng
- College of Animal Science and Technology, Guangxi University, Nanning, 530004, China
| | - Guodong Mo
- Guangxi Vocational University of Agricultural, Nanning, 530007, China
| | - Dandan Zhang
- Guangxi Key Laboratory of Eye Health, The People's Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, 530021, China
| | - Ben Huang
- College of Animal Science and Technology, Guangxi University, Nanning, 530004, China; Guangxi Key Laboratory of Eye Health, The People's Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, 530021, China.
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9
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Xiao H, Li Y. From Teeth to Body: The Complex Role of Streptococcus mutans in Systemic Diseases. Mol Oral Microbiol 2025; 40:65-81. [PMID: 39865888 DOI: 10.1111/omi.12491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2024] [Revised: 12/27/2024] [Accepted: 01/16/2025] [Indexed: 01/28/2025]
Abstract
Streptococcus mutans, the principal pathogen associated with dental caries, impacts individuals across all age groups and geographic regions. Beyond its role in compromising oral health, a growing body of research has established a link between S. mutans and various systemic diseases, including immunoglobulin A nephropathy (IgAN), nonalcoholic steatohepatitis (NASH), infective endocarditis (IE), ulcerative colitis (UC), cerebral hemorrhage, and tumors. The pathogenic mechanisms associated with S. mutans frequently involve collagen-binding proteins (CBPs) and protein antigens (PA) present on the bacterial surface. These components facilitate intricate interactions with the host immune system, thereby potentially contributing to various pathological processes. Specifically, CBP is implicated in the deposition of IgA and complement component C3, which exhibits characteristics reminiscent of IgAN-like lesions through animal models, recent clinical studies suggest a potential involvement of S. mutans in IgAN. In addition, CBP binds to complement component C1q, effectively inhibiting the classical activation pathway of the complement system. In addition, CBP promotes the induction of host cells to produce interferon-gamma (IFN-γ). Furthermore, CBP leads to direct inhibitory effects on platelets and the activation of matrix metalloproteinase-9 (MMP-9) at sites of vascular injury. Moreover, PA enhances the ability of S. mutans to invade hepatic tissue. Through utilization of its PAc, S. mutans excessively produces kynurenine (KYNA), which promotes the development and progression of oral squamous cell carcinoma (OSCC). This article synthesizes the latest advancements in understanding the mechanisms of intricate interactions between S. mutans and various systemic conditions in humans, expanding our perspective beyond the traditional focus on dental caries.
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Affiliation(s)
- Haowen Xiao
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, China
| | - Yuqing Li
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, China
- Center for Archaeological Science, Sichuan University, Chengdu, China
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Luo J, Wang Y. Precision Dietary Intervention: Gut Microbiome and Meta-metabolome as Functional Readouts. PHENOMICS (CHAM, SWITZERLAND) 2025; 5:23-50. [PMID: 40313608 PMCID: PMC12040796 DOI: 10.1007/s43657-024-00193-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 07/25/2024] [Accepted: 08/02/2024] [Indexed: 05/03/2025]
Abstract
Gut microbiome, the group of commensals residing within the intestinal tract, is closely associated with dietary patterns by interacting with food components. The gut microbiome is modifiable by the diet, and in turn, it utilizes the undigested food components as substrates and generates a group of small molecule-metabolites that addressed as "meta-metabolome" in this review. Profiling and mapping of meta-metabolome could yield insightful information at higher resolution and serve as functional readouts for precision nutrition and formation of personalized dietary strategies. For assessing the meta-metabolome, sample preparation is important, and it should aim for retrieval of gut microbial metabolites as intact as possible. The meta-metabolome can be investigated via untargeted and targeted meta-metabolomics with analytical platforms such as nuclear magnetic resonance spectroscopy and mass spectrometry. Employing flux analysis with meta-metabolomics using available database could further elucidate metabolic pathways that lead to biomarker discovery. In conclusion, integration of gut microbiome and meta-metabolomics is a promising supplementary approach to tailor precision dietary intervention. In this review, relationships among diet, gut microbiome, and meta-metabolome are elucidated, with an emphasis on recent advances in alternative analysis techniques proposed for nutritional research. We hope that this review will provide information for establishing pipelines complementary to traditional approaches for achieving precision dietary intervention.
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Affiliation(s)
- Jing Luo
- Chair of Nutrition and Immunology, TUM School of Life Sciences, Technical University of Munich, 85354 Freising, Germany
- TUMCREATE, 1 Create Way, #10-02 CREATE Tower, Singapore, 138602 Singapore
| | - Yulan Wang
- Singapore Phenome Centre, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, 636921 Singapore
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11
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Ghosh S, Zhao X, Alim M, Brudno M, Bhat M. Artificial intelligence applied to 'omics data in liver disease: towards a personalised approach for diagnosis, prognosis and treatment. Gut 2025; 74:295-311. [PMID: 39174307 PMCID: PMC11874365 DOI: 10.1136/gutjnl-2023-331740] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Accepted: 07/24/2024] [Indexed: 08/24/2024]
Abstract
Advancements in omics technologies and artificial intelligence (AI) methodologies are fuelling our progress towards personalised diagnosis, prognosis and treatment strategies in hepatology. This review provides a comprehensive overview of the current landscape of AI methods used for analysis of omics data in liver diseases. We present an overview of the prevalence of different omics levels across various liver diseases, as well as categorise the AI methodology used across the studies. Specifically, we highlight the predominance of transcriptomic and genomic profiling and the relatively sparse exploration of other levels such as the proteome and methylome, which represent untapped potential for novel insights. Publicly available database initiatives such as The Cancer Genome Atlas and The International Cancer Genome Consortium have paved the way for advancements in the diagnosis and treatment of hepatocellular carcinoma. However, the same availability of large omics datasets remains limited for other liver diseases. Furthermore, the application of sophisticated AI methods to handle the complexities of multiomics datasets requires substantial data to train and validate the models and faces challenges in achieving bias-free results with clinical utility. Strategies to address the paucity of data and capitalise on opportunities are discussed. Given the substantial global burden of chronic liver diseases, it is imperative that multicentre collaborations be established to generate large-scale omics data for early disease recognition and intervention. Exploring advanced AI methods is also necessary to maximise the potential of these datasets and improve early detection and personalised treatment strategies.
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Affiliation(s)
- Soumita Ghosh
- Transplant AI Initiative, Ajmera Transplant Program, University Health Network, Toronto, Ontario, Canada
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Xun Zhao
- Transplant AI Initiative, Ajmera Transplant Program, University Health Network, Toronto, Ontario, Canada
| | - Mouaid Alim
- Transplant AI Initiative, Ajmera Transplant Program, University Health Network, Toronto, Ontario, Canada
- Department of Computer Science, University of Toronto, Toronto, Ontario, Canada
| | - Michael Brudno
- Department of Computer Science, University of Toronto, Toronto, Ontario, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Vector Institute of Artificial Intelligence, Toronto, Ontario, Canada
| | - Mamatha Bhat
- Transplant AI Initiative, Ajmera Transplant Program, University Health Network, Toronto, Ontario, Canada
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Division of Gastroenterology, University of Toronto Faculty of Medicine, Toronto, Ontario, Canada
- Toronto General Hospital Research Institute, University Health Network, Toronto, Ontario, Canada
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12
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Mignini I, Galasso L, Piccirilli G, Calvez V, Termite F, Esposto G, Borriello R, Miele L, Ainora ME, Gasbarrini A, Zocco MA. Interplay of Oxidative Stress, Gut Microbiota, and Nicotine in Metabolic-Associated Steatotic Liver Disease (MASLD). Antioxidants (Basel) 2024; 13:1532. [PMID: 39765860 PMCID: PMC11727446 DOI: 10.3390/antiox13121532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Revised: 12/10/2024] [Accepted: 12/12/2024] [Indexed: 01/15/2025] Open
Abstract
Oxidative stress has been described as one of the main drivers of intracellular damage and metabolic disorders leading to metabolic syndrome, a major health problem worldwide. In particular, free radicals alter lipid metabolism and promote lipid accumulation in the liver, existing in the hepatic facet of metabolic syndrome, the metabolic dysfunction-associated steatotic liver disease (MASLD). Recent literature has highlighted how nicotine, especially if associated with a high-fat diet, exerts a negative effect on the induction and progression of MASLD by upregulating inflammation and increasing oxidative stress, abdominal fat lipolysis, and hepatic lipogenesis. Moreover, considerable evidence shows the central role of intestinal dysbiosis in the pathogenesis of MASLD and the impact of nicotine-induced oxidative stress on the gut microbiome. This results in an intricate network in which oxidative stress stands at the intersection point between gut microbiome, nicotine, and MASLD. The aim of this review is to delve into the molecular mechanisms linking tobacco smoking and MASLD, focusing on nicotine-induced microbiota modifications and their impact on MASLD development.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Maria Assunta Zocco
- CEMAD Digestive Diseases Center, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Università Cattolica del Sacro Cuore, Largo A. Gemelli 8, 00168 Rome, Italy; (I.M.); (L.G.); (G.P.); (V.C.); (F.T.); (G.E.); (R.B.); (L.M.); (M.E.A.); (A.G.)
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13
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González CY, Estrada JA, Oros-Pantoja R, Colín-Ferreyra MDC, Benitez-Arciniega AD, Soto Piña AE, Aguirre-Garrido JF. The Gut Microbiota Is Involved in the Regulation of Cognitive Flexibility in Adolescent BALB/c Mice Exposed to Chronic Physical Stress and a High-Fat Diet. Microorganisms 2024; 12:2542. [PMID: 39770745 PMCID: PMC11677384 DOI: 10.3390/microorganisms12122542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Revised: 11/23/2024] [Accepted: 12/03/2024] [Indexed: 01/11/2025] Open
Abstract
Dysfunction in the prefrontal cortex can lead to cognitive inflexibility due to multifactorial causes as included cardiometabolic disorders, stress, inadequate diets, as well as an imbalance of the gut-brain axis microbiota. However, these risk factors have not been evaluated jointly. The purpose of this study was to evaluate the effect of physical stress (MS: Male Stress and FS: Female Stress) and high-fat diet (MD: Male Diet and FD: Female Diet) supplementation on the gut microbiota and cognitive flexibility. METHODS The study was performed on 47 mice, 30 male (M) and 17 female (F) BALBc, exposed to chronic stress physical (S) and high-fat diet (D). Cognitive flexibility was evaluated using the Attentional Set-Shifting Test (ASST) and the gut microbiota composition in terms of relative abundance (%) and alpha-beta diversity. RESULTS Results showed that S and D reduced cognitive flexibility in male and female mice (p < 0.0001). Significant changes occurred in Alistipes spp. (MM vs. MS:MD; p < 0.0001), Barnesiella spp. (FC vs. FS; p = 0.0002; FC vs. FD, p = 0.0033); Dorea spp. (MC vs. MD, p = 0.0008; MM vs. MD, p < 0.0001) and Lactobacillus spp. (MC vs. MD and FM vs. FS, p < 0.0001; FM vs. MD, p = 0.0393) genera among groups. Predictive functional analysis (QIIME2 and PICRUSt2) showed a significant increase in the expression of histidine kinase, alanine dehydrogenase, glutamine synthase, glutamate synthase, arginine succinyl synthase, and tryptophan synthase genes (p < 0.05), the latter being a precursor of serotonin (5-HT). CONCLUSIONS Chronic physical stress and a high-fat diet modify cognitive flexibility and the composition and predictive function of the gut microbiota.
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Affiliation(s)
- Cristian Yuriana González
- School of Medicine, Autonomous University of the State of Mexico, Paseo Tollocan and Jesús Carranza, Toluca de Lerdo 50180, State of Mexico, Mexico; (C.Y.G.); (J.A.E.); (R.O.-P.); (M.d.C.C.-F.); (A.D.B.-A.)
| | - José Antonio Estrada
- School of Medicine, Autonomous University of the State of Mexico, Paseo Tollocan and Jesús Carranza, Toluca de Lerdo 50180, State of Mexico, Mexico; (C.Y.G.); (J.A.E.); (R.O.-P.); (M.d.C.C.-F.); (A.D.B.-A.)
| | - Rigoberto Oros-Pantoja
- School of Medicine, Autonomous University of the State of Mexico, Paseo Tollocan and Jesús Carranza, Toluca de Lerdo 50180, State of Mexico, Mexico; (C.Y.G.); (J.A.E.); (R.O.-P.); (M.d.C.C.-F.); (A.D.B.-A.)
| | - María del Carmen Colín-Ferreyra
- School of Medicine, Autonomous University of the State of Mexico, Paseo Tollocan and Jesús Carranza, Toluca de Lerdo 50180, State of Mexico, Mexico; (C.Y.G.); (J.A.E.); (R.O.-P.); (M.d.C.C.-F.); (A.D.B.-A.)
| | - Alejandra Donaji Benitez-Arciniega
- School of Medicine, Autonomous University of the State of Mexico, Paseo Tollocan and Jesús Carranza, Toluca de Lerdo 50180, State of Mexico, Mexico; (C.Y.G.); (J.A.E.); (R.O.-P.); (M.d.C.C.-F.); (A.D.B.-A.)
| | - Alexandra Estela Soto Piña
- School of Medicine, Autonomous University of the State of Mexico, Paseo Tollocan and Jesús Carranza, Toluca de Lerdo 50180, State of Mexico, Mexico; (C.Y.G.); (J.A.E.); (R.O.-P.); (M.d.C.C.-F.); (A.D.B.-A.)
| | - José Félix Aguirre-Garrido
- Department of Biotechnology and Environmental Microbiology, Autonomous Metropolitan University-Lerma, Hidalgo Pte. 46, Lerma 52006, State of Mexico, Mexico;
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14
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Ren Y, Huang P, Zhang L, Tang Y, He S, Li H, Huang X, Ding Y, Liu L, Liu L, He X. Multi-omics landscape of childhood simple obesity: novel insights into pathogenesis and biomarkers discovery. Cell Biosci 2024; 14:145. [PMID: 39609876 PMCID: PMC11606102 DOI: 10.1186/s13578-024-01322-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Accepted: 11/11/2024] [Indexed: 11/30/2024] Open
Abstract
BACKGROUND The increasing incidence of childhood obesity annually has led to a surge in physical and mental health risks, making it a significant global public health concern. This study aimed to discover novel biomarkers of childhood simple obesity through integrative multi-omics analysis, uncovering their potential connections and providing fresh research directions for the complex pathogenesis and treatment strategies. METHODS Transcriptome, untargeted metabolome, and 16 S rDNA sequencing were conducted on subjects to examine transcripts, metabolites in blood, and gut microflora in stool. RESULTS Transcriptomic analysis identified 599 differentially expressed genes (DEGs), of which 25 were immune-related genes, and participated in immune pathways such as antimicrobial peptides, neutrophil degranulation, and interferons. The optimal random forest model based on these genes exhibited an AUC of 0.844. The metabolomic analysis examined 71 differentially expressed metabolites (DEMs), including 12 immune-related metabolites. Notably, lauric acid showed an extremely strong positive correlation with BMI and showed a good discriminative power for obesity (AUC = 0.82). DEMs were found to be significantly enriched in four metabolic pathways, namely "Aminoacyl-tRNA biosynthesis", "Valine leucine and isoleucine biosynthesis, and Glycine", "Serine and threonine metabolism", and "Biosynthesis of unsaturated fatty acids". Microbiome analysis revealed 12 differential gut microbiotas (DGMs) at the phylum and genus levels, with p_Firmicutes dominating in the obese group and g_Escherichia-Shigella in the normal group. Subsequently, a Random Forest model was developed based on the DEMs, immune-related DEGs, and metabolites with an AUC value of 0.912. The 14 indicators identified by this model could potentially serve as a set of biomarkers for obesity. The analysis of the inter-omics correlation network found 233 pairs of significant correlations. DEGs BPIFA1, BPI, and SAA1, DEMs Dimethy(tetradecyl)amine, Deoxycholic acid, Pathalic anhydride, and DL-Alanine, and DGMs g_Intestinimonas and g_Turicibacter showed strong connectivity within the network, constituting a large proportion of interactions. CONCLUSION This study presents the first comprehensive description of the multi-omics characteristics of childhood simple obesity, recognizing promising biomarkers. Immune-related markers offer a new perspective for researching the immunological mechanisms underlying obesity and its associated complications. The revealed interactions among these biomarkers contribute to a deeper understanding the intricate biological regulatory networks associated with obesity.
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Affiliation(s)
- Yi Ren
- Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, Hunan, 410011, China
- Children's Brain Development and Brain Injury Research Office, The Second Xiangya Hospital of Central South University, Changsha, 410011, China
- Department of Pediatrics, Haikou Hospital of the Maternal and Child Health, Haikou, 570100, China
- Department of Pediatrics, Hainan Modern Women and Children's. Medical, Haikou, 570100, China
| | - Peng Huang
- Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, Hunan, 410011, China
- Children's Brain Development and Brain Injury Research Office, The Second Xiangya Hospital of Central South University, Changsha, 410011, China
| | - Lu Zhang
- Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, Hunan, 410011, China
- Children's Brain Development and Brain Injury Research Office, The Second Xiangya Hospital of Central South University, Changsha, 410011, China
| | - Yufen Tang
- Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, Hunan, 410011, China
- Children's Brain Development and Brain Injury Research Office, The Second Xiangya Hospital of Central South University, Changsha, 410011, China
| | - Siyi He
- Department of Anesthesiology, Hainan General Hospital, Haikou, Hainan, 570311, China
- Hainan Affiliated Hospital of Hainan Medical University, Haikou, Hainan, 570311, China
| | - HaiDan Li
- Department of Pediatrics, Hainan Women and Children's Medical Center, Hainan, 570100, China
| | - XiaoYan Huang
- Department of Pediatrics, Hainan Women and Children's Medical Center, Hainan, 570100, China
| | - Yan Ding
- Department of Dermatology, Hospital of Hainan Medical University, Haikou, Hainan, 570311, China
| | - Lingjuan Liu
- Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, Hunan, 410011, China
- Children's Brain Development and Brain Injury Research Office, The Second Xiangya Hospital of Central South University, Changsha, 410011, China
| | - Liqun Liu
- Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, Hunan, 410011, China.
- Children's Brain Development and Brain Injury Research Office, The Second Xiangya Hospital of Central South University, Changsha, 410011, China.
| | - Xiaojie He
- Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, Hunan, 410011, China.
- Laboratory of Pediatric Nephrology, Department of Pediatrics, The Second Xiangya Hospital of Central South University, Changsha, 410011, China.
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15
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Gan G, Luo Y, Zeng Y, Lin S, Lu B, Zhang R, Chen S, Lei H, Cai Z, Huang X. Gut microbiota dysbiosis links chronic apical periodontitis to liver fibrosis in nonalcoholic fatty liver disease: Insights from a mouse model. Int Endod J 2024; 57:1608-1622. [PMID: 38958220 DOI: 10.1111/iej.14119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 06/03/2024] [Accepted: 06/20/2024] [Indexed: 07/04/2024]
Abstract
AIM In this study, we investigated the systemic implications of chronic apical periodontitis (CAP). CAP may contribute to the nonalcoholic fatty liver disease (NAFLD) progression through the gut microbiota and its metabolites, which are related to the degree of fibrosis. METHODOLOGY Sixteen 7-week-old male apolipoprotein E knockout (apoE-/-) mice were randomly divided into two groups: the CAP and Con groups. A CAP model was established by sealing the first- and second-maxillary molars with bacterium-containing cotton balls. Apical lesions were evaluated by micro-CT. Histological evaluations of NAFLD were performed using second harmonic generation/two-photon excitation fluorescence (SHG/TPEF) assays. Additionally, we comprehensively analyzed the gut microbiota using 16S rRNA gene sequencing and explored metabolic profiles by liquid chromatography-mass spectrometry (LC-MS). Immunofluorescence analysis was used to examine the impact of CAP on tight junction proteins and mucin expression. Transcriptome assays have elucidated gene expression alterations in liver tissues. RESULTS Micro-CT scans revealed an evident periapical bone loss in the CAP group, and the total collagen percentage was increased (Con, 0.0361 ± 0.00510%, CAP, 0.0589 ± 0.00731%, p < .05). 16S rRNA sequencing revealed reduced diversity and distinct taxonomic enrichment in the CAP group. Metabolomic assessments revealed that differentially enriched metabolites, including D-galactosamine, were enriched and that 16-hydroxyhexadecanoic acid and 3-methylindole were depleted in the CAP group. Immunofluorescence analyses revealed disruptions in tight junction proteins and mucin production, indicating intestinal barrier integrity disruption. Liver transcriptome analysis revealed upregulation of Lpin-1 expression in the CAP group. CONCLUSION This study provides comprehensive evidence of the systemic effects of CAP on liver fibrosis in NAFLD patients by elucidating alterations in the gut microbiota composition and metabolism.
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Affiliation(s)
- Guowu Gan
- Fujian Key Laboratory of Oral Diseases & Fujian Provincial Engineering Research Center of Oral Biomaterial & Stomatology Key Lab of Fujian College and University, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, China
- Institute of Stomatology & Research Center of Dental and Craniofacial Implants, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, China
| | - Yufang Luo
- Fujian Key Laboratory of Oral Diseases & Fujian Provincial Engineering Research Center of Oral Biomaterial & Stomatology Key Lab of Fujian College and University, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, China
- Institute of Stomatology & Research Center of Dental and Craniofacial Implants, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, China
| | - Yu Zeng
- Fujian Key Laboratory of Oral Diseases & Fujian Provincial Engineering Research Center of Oral Biomaterial & Stomatology Key Lab of Fujian College and University, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, China
- Institute of Stomatology & Research Center of Dental and Craniofacial Implants, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, China
| | - Shihan Lin
- Fujian Key Laboratory of Oral Diseases & Fujian Provincial Engineering Research Center of Oral Biomaterial & Stomatology Key Lab of Fujian College and University, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, China
- Institute of Stomatology & Research Center of Dental and Craniofacial Implants, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, China
| | - Beibei Lu
- Fujian Key Laboratory of Oral Diseases & Fujian Provincial Engineering Research Center of Oral Biomaterial & Stomatology Key Lab of Fujian College and University, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, China
- Institute of Stomatology & Research Center of Dental and Craniofacial Implants, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, China
| | - Ren Zhang
- Fujian Key Laboratory of Oral Diseases & Fujian Provincial Engineering Research Center of Oral Biomaterial & Stomatology Key Lab of Fujian College and University, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, China
- Institute of Stomatology & Research Center of Dental and Craniofacial Implants, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, China
| | - Shuai Chen
- Fujian Key Laboratory of Oral Diseases & Fujian Provincial Engineering Research Center of Oral Biomaterial & Stomatology Key Lab of Fujian College and University, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, China
- Institute of Stomatology & Research Center of Dental and Craniofacial Implants, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, China
| | - Huaxiang Lei
- Fujian Key Laboratory of Oral Diseases & Fujian Provincial Engineering Research Center of Oral Biomaterial & Stomatology Key Lab of Fujian College and University, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, China
- Institute of Stomatology & Research Center of Dental and Craniofacial Implants, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, China
| | - Zhiyu Cai
- Department of Stomatology, Fujian Medical University Union Hospital, Fuzhou, China
| | - Xiaojing Huang
- Fujian Key Laboratory of Oral Diseases & Fujian Provincial Engineering Research Center of Oral Biomaterial & Stomatology Key Lab of Fujian College and University, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, China
- Institute of Stomatology & Research Center of Dental and Craniofacial Implants, School and Hospital of Stomatology, Fujian Medical University, Fuzhou, China
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Sink WJ, Fling R, Yilmaz A, Nault R, Goniwiecha D, Harkema JR, Graham SF, Zacharewski T. 2,3,7,8-Tetrachlorodibenzo- p-dioxin (TCDD) elicited dose-dependent shifts in the murine urinary metabolome associated with hepatic AHR-mediated differential gene expression. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.22.619714. [PMID: 39484576 PMCID: PMC11526911 DOI: 10.1101/2024.10.22.619714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
Epidemiological evidence suggests an association between dioxin and dioxin-like compound (DLC) exposure and human liver disease. The prototypical DLC, 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD), has been shown to induce the progression of reversible hepatic steatosis to steatohepatitis with periportal fibrosis and biliary hyperplasia in mice. Although the effects of TCDD toxicity are mediated by aryl hydrocarbon receptor (AHR) activation, the underlying mechanisms of TCDD-induced hepatotoxicity are unresolved. In the present study, male C57BL/6NCrl mice were gavaged every 4 days for 28 days with 0.03 - 30 μg/kg TCDD and evaluated for liver histopathology and gene expression as well as complementary 1-dimensional proton magnetic resonance (1D- 1H NMR) urinary metabolic profiling. Urinary trimethylamine (TMA), trimethylamine N-oxide (TMAO), and 1-methylnicotinamide (1MN) levels were altered by TCDD at doses ≤ 3 μg/kg; other urinary metabolites, like glycolate, urocanate, and 3-hydroxyisovalerate, were only altered at doses that induced moderate to severe steatohepatitis. Bulk liver RNA-seq data suggested altered urinary metabolites correlated with hepatic differential gene expression corresponding to specific metabolic pathways. In addition to evaluating whether altered urinary metabolites were liver-dependent, published single-nuclear RNA-seq (snRNA-seq), AHR ChIP-seq, and AHR knockout gene expression datasets provide further support for hepatic cell-type and AHR-regulated dependency, respectively. Overall, TCDD-induced liver effects were preceded by and occurred with changes in urinary metabolite levels due to AHR-mediated changes in hepatic gene expression.
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Affiliation(s)
- Warren J Sink
- Michigan State University, Department of Biochemistry and Molecular Biology, East Lansing, MI 48823, USA
- Michigan State University, Institute for Integrative Toxicology, East Lansing, MI 48824, USA
| | - Russell Fling
- Michigan State University, Department of Biochemistry and Molecular Biology, East Lansing, MI 48823, USA
- Michigan State University, Institute for Integrative Toxicology, East Lansing, MI 48824, USA
| | - Ali Yilmaz
- Corewell Health Research Institute, Royal Oak, MI 48073, USA
| | - Rance Nault
- Michigan State University, Department of Pharmacology and Toxicology, East Lansing, MI 48824, USA
| | - Delanie Goniwiecha
- Middlebury College, Neuroscience Faculty, 14 Old Chapel Rd, Middlebury, VT 05753, USA
| | - Jack R Harkema
- Michigan State University, Pathobiology & Diagnostic Investigation, East Lansing, MI, United States of America
| | - Stewart F Graham
- Corewell Health Research Institute, Royal Oak, MI 48073, USA
- Oakland University-William Beaumont School of Medicine, Rochester, MI 48309, USA
| | - Timothy Zacharewski
- Michigan State University, Department of Biochemistry and Molecular Biology, East Lansing, MI 48823, USA
- Michigan State University, Institute for Integrative Toxicology, East Lansing, MI 48824, USA
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Zhang H, Fu L, Leiliang X, Qu C, Wu W, Wen R, Huang N, He Q, Cheng Q, Liu G, Cheng Y. Beyond the Gut: The intratumoral microbiome's influence on tumorigenesis and treatment response. Cancer Commun (Lond) 2024; 44:1130-1167. [PMID: 39087354 PMCID: PMC11483591 DOI: 10.1002/cac2.12597] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 06/25/2024] [Accepted: 07/13/2024] [Indexed: 08/02/2024] Open
Abstract
The intratumoral microbiome (TM) refers to the microorganisms in the tumor tissues, including bacteria, fungi, viruses, and so on, and is distinct from the gut microbiome and circulating microbiota. TM is strongly associated with tumorigenesis, progression, metastasis, and response to therapy. This paper highlights the current status of TM. Tract sources, adjacent normal tissue, circulatory system, and concomitant tumor co-metastasis are the main origin of TM. The advanced techniques in TM analysis are comprehensively summarized. Besides, TM is involved in tumor progression through several mechanisms, including DNA damage, activation of oncogenic signaling pathways (phosphoinositide 3-kinase [PI3K], signal transducer and activator of transcription [STAT], WNT/β-catenin, and extracellular regulated protein kinases [ERK]), influence of cytokines and induce inflammatory responses, and interaction with the tumor microenvironment (anti-tumor immunity, pro-tumor immunity, and microbial-derived metabolites). Moreover, promising directions of TM in tumor therapy include immunotherapy, chemotherapy, radiotherapy, the application of probiotics/prebiotics/synbiotics, fecal microbiome transplantation, engineered microbiota, phage therapy, and oncolytic virus therapy. The inherent challenges of clinical application are also summarized. This review provides a comprehensive landscape for analyzing TM, especially the TM-related mechanisms and TM-based treatment in cancer.
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Affiliation(s)
- Hao Zhang
- Department of NeurosurgeryThe Second Affiliated HospitalChongqing Medical UniversityChongqingP. R. China
| | - Li Fu
- Department of NeurosurgeryThe Second Affiliated HospitalChongqing Medical UniversityChongqingP. R. China
- Department of GastroenterologyThe Second Affiliated HospitalChongqing Medical UniversityChongqingP. R. China
| | - Xinwen Leiliang
- Department of NeurosurgeryThe Second Affiliated HospitalChongqing Medical UniversityChongqingP. R. China
| | - Chunrun Qu
- Department of NeurosurgeryXiangya HospitalCentral South UniversityChangshaHunanP. R. China
- National Clinical Research Center for Geriatric DisordersXiangya HospitalCentral South UniversityChangshaHunanP. R. China
| | - Wantao Wu
- Department of OncologyXiangya HospitalCentral South UniversityChangshaHunanP. R. China
| | - Rong Wen
- Department of NeurosurgeryThe Second Affiliated HospitalChongqing Medical UniversityChongqingP. R. China
| | - Ning Huang
- Department of NeurosurgeryThe Second Affiliated HospitalChongqing Medical UniversityChongqingP. R. China
| | - Qiuguang He
- Department of NeurosurgeryThe Second Affiliated HospitalChongqing Medical UniversityChongqingP. R. China
| | - Quan Cheng
- Department of NeurosurgeryXiangya HospitalCentral South UniversityChangshaHunanP. R. China
- National Clinical Research Center for Geriatric DisordersXiangya HospitalCentral South UniversityChangshaHunanP. R. China
| | - Guodong Liu
- Department of NeurosurgeryThe Second Affiliated HospitalChongqing Medical UniversityChongqingP. R. China
| | - Yuan Cheng
- Department of NeurosurgeryThe Second Affiliated HospitalChongqing Medical UniversityChongqingP. R. China
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Chong CW, Liew MS, Ooi W, Jamil H, Lim A, Hooi SL, Tay CSC, Tan G. Effect of green banana and pineapple fibre powder consumption on host gut microbiome. Front Nutr 2024; 11:1437645. [PMID: 39246394 PMCID: PMC11378528 DOI: 10.3389/fnut.2024.1437645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 08/07/2024] [Indexed: 09/10/2024] Open
Abstract
Purpose To determine whether green banana powder (GBP) and pineapple fibre powder (PFP) promote beneficial bacterial species, directly improve human gut health and modulate the gut microbiome and understand their utility as functional foods and dietary supplements. Methods Over 14 days, 60 adults followed protocol requirements, completed food diaries and study questionnaires, avoided consuming supplements with prebiotics, probiotics or postbiotics, and ingested food containing 5 g of total daily fibre [placebo (10.75 g), GBP (10.75 g) or PFP (7.41 g)]. Participants' medical and baseline wellness histories, as well as stool samples, were collected at baseline, day 7 and 14. Stool DNA was processed for sequencing. Results Dietary fibre and resistant starches (RS) in GBP and PFP promoted temporal increases in beneficial bacteria. GBP significantly elevated 7 species (F. prausnitzii, B. longum, B. bifidum, B. adolescentis, B. pseudocatenulatum, B. obeum, and R. inulinivorans), while PFP enriched 6 species (B. ovatus, B. cellulosilyticus, B. bifidum, B. intestinalis, R. inulinivorans, and E. siraeum). These bacteria, found to be deficient in younger adults, were promoted by both powders. PFP benefitted both genders aged 16-23, while GBP benefitted overweight/obese individuals, including females. GBP and PFP fiber and RS improved bowel regularity and health as well as metabolism by promoting histidine, branched-chain amino acids, short-chain fatty acids, and biotin production. The additional fiber caused "low" bloatedness and reduced "fairly bad" sleep disruptions, without affecting sleep durations. Conclusion GBP and PFP supplementation increased beneficial bacteria and metabolites, improved host gut health, and present a valuable nutritional strategy for enhancing human health. Clinical trial registration AMILI Institutional Review Board, Identifier 2023/0301.
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Affiliation(s)
- Chun Wie Chong
- School of Pharmacy, Monash University Malaysia, Subang Jaya, Malaysia
| | - Mei Shan Liew
- Dole Specialty Ingredients, Dole Asia Holdings Pte., Ltd., Singapore, Singapore
| | - Weitze Ooi
- Dole Specialty Ingredients, Dole Asia Holdings Pte., Ltd., Singapore, Singapore
| | - Hassan Jamil
- Dole Specialty Ingredients, Dole Asia Holdings Pte., Ltd., Singapore, Singapore
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Ye D, Wang J, Shi J, Ma Y, Chen J, Hu X, Bao Z. Genetically predicted metabolites mediate the association between immune cells and metabolic dysfunction-associated steatotic liver disease: a mendelian randomization study. Lipids Health Dis 2024; 23:249. [PMID: 39148061 PMCID: PMC11328421 DOI: 10.1186/s12944-024-02245-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 08/08/2024] [Indexed: 08/17/2024] Open
Abstract
BACKGROUND Existing studies have presented limited and disparate findings on the nexus between immune cells, plasma metabolites, and metabolic dysfunction-associated steatotic liver disease (MASLD). The aim of this study was to investigate the causal relationship between immune cells and MASLD. Additionally, we aimed to identify and quantify the potential mediating role of metabolites. METHODS A Mendelian randomization (MR) analysis was conducted using two samples of pooled data from genome-wide association studies on MASLD that included 2568 patients and 409,613 control individuals. Additionally, a mediated MR study was employed to quantify the metabolite-mediated immune cell effects on MASLD. RESULTS In this study, eight immunophenotypes were linked to the risk of MASLD, and thirty-five metabolites/metabolite ratios were linked to the occurrence of MASLD. Furthermore, a total of six combinations of immunophenotypic and metabolic factors demonstrated effects on the occurrence of MASLD, although the mediating effects of metabolites were not significant. CONCLUSION Our study demonstrated that certain immunophenotypes and metabolite/metabolite ratios have independent causal relationships with MASLD. Furthermore, we identified specific metabolites/metabolite ratios that are associated with an increased risk of MASLD. However, their mediating role in the causal association between immunophenotypes and MASLD was not significant. It is important to consider immune and metabolic disorders among patients with MASLD in clinical practice.
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Affiliation(s)
- Dan Ye
- Department of Internal Medicine, Huadong Hospital Affiliated to Fudan University, Shanghai, China
- Shanghai Key Laboratory of Clinical Geriatric Medicine, Huadong Hospital Affiliated to Fudan University, 221 Yan'an West Road, Shanghai, 200040, China
| | - Jiaofeng Wang
- Shanghai Key Laboratory of Clinical Geriatric Medicine, Huadong Hospital Affiliated to Fudan University, 221 Yan'an West Road, Shanghai, 200040, China
| | - Jiaheng Shi
- Department of Internal Medicine, Huadong Hospital Affiliated to Fudan University, Shanghai, China
- Shanghai Key Laboratory of Clinical Geriatric Medicine, Huadong Hospital Affiliated to Fudan University, 221 Yan'an West Road, Shanghai, 200040, China
| | - Yiming Ma
- Shanghai Key Laboratory of Clinical Geriatric Medicine, Huadong Hospital Affiliated to Fudan University, 221 Yan'an West Road, Shanghai, 200040, China
- Department of General Practice, Huadong Hospital Affiliated to Fudan University, Shanghai, China
| | - Jie Chen
- Shanghai Key Laboratory of Clinical Geriatric Medicine, Huadong Hospital Affiliated to Fudan University, 221 Yan'an West Road, Shanghai, 200040, China
| | - Xiaona Hu
- Shanghai Key Laboratory of Clinical Geriatric Medicine, Huadong Hospital Affiliated to Fudan University, 221 Yan'an West Road, Shanghai, 200040, China
- Department of Gastroenterology, Huadong Hospital Affiliated to Fudan University, Shanghai, China
| | - Zhijun Bao
- Shanghai Key Laboratory of Clinical Geriatric Medicine, Huadong Hospital Affiliated to Fudan University, 221 Yan'an West Road, Shanghai, 200040, China.
- Department of Geriatrics, Huadong Hospital Affiliated to Fudan University, Shanghai, China.
- Department of National Clinical Research Center for Ageing and Medicine, Huashan Hospital Affiliated to Fudan University, Shanghai, China.
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Pathmasiri W, Rushing BR, McRitchie S, Choudhari M, Du X, Smirnov A, Pelleigrini M, Thompson MJ, Sakaguchi CA, Nieman DC, Sumner SJ. Untargeted metabolomics reveal signatures of a healthy lifestyle. Sci Rep 2024; 14:13630. [PMID: 38871777 PMCID: PMC11176323 DOI: 10.1038/s41598-024-64561-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Accepted: 06/11/2024] [Indexed: 06/15/2024] Open
Abstract
This cross-sectional study investigated differences in the plasma metabolome in two groups of adults that were of similar age but varied markedly in body composition and dietary and physical activity patterns. Study participants included 52 adults in the lifestyle group (LIFE) (28 males, 24 females) and 52 in the control group (CON) (27 males, 25 females). The results using an extensive untargeted ultra high-performance liquid chromatography-high resolution mass spectrometry (UHPLC-HRMS) metabolomics analysis with 10,535 metabolite peaks identified 486 important metabolites (variable influence on projections scores of VIP ≥ 1) and 16 significantly enriched metabolic pathways that differentiated LIFE and CON groups. A novel metabolite signature of positive lifestyle habits emerged from this analysis highlighted by lower plasma levels of numerous bile acids, an amino acid profile characterized by higher histidine and lower glutamic acid, glutamine, β-alanine, phenylalanine, tyrosine, and proline, an elevated vitamin D status, higher levels of beneficial fatty acids and gut microbiome catabolism metabolites from plant substrates, and reduced levels of N-glycan degradation metabolites and environmental contaminants. This study established that the plasma metabolome is strongly associated with body composition and lifestyle habits. The robust lifestyle metabolite signature identified in this study is consistent with an improved life expectancy and a reduced risk for chronic disease.
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Affiliation(s)
- Wimal Pathmasiri
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
- Nutrition Research Institute, University of North Carolina at Chapel Hill, Kannapolis, NC, 28081, USA
| | - Blake R Rushing
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
- Nutrition Research Institute, University of North Carolina at Chapel Hill, Kannapolis, NC, 28081, USA
| | - Susan McRitchie
- Nutrition Research Institute, University of North Carolina at Chapel Hill, Kannapolis, NC, 28081, USA
| | - Mansi Choudhari
- Nutrition Research Institute, University of North Carolina at Chapel Hill, Kannapolis, NC, 28081, USA
| | - Xiuxia Du
- College of Computing and Informatics, University of North Carolina at Charlotte, Kannapolis, NC, 28081, USA
| | - Alexsandr Smirnov
- College of Computing and Informatics, University of North Carolina at Charlotte, Kannapolis, NC, 28081, USA
| | - Matteo Pelleigrini
- Department of Molecular, Cell, and Developmental Biology, University of California Los Angeles, Los Angeles, CA, USA
| | - Michael J Thompson
- Department of Molecular, Cell, and Developmental Biology, University of California Los Angeles, Los Angeles, CA, USA
| | - Camila A Sakaguchi
- Human Performance Laboratory, Department of Biology, Appalachian State University, North Carolina Research Campus, Kannapolis, NC, 28081, USA
| | - David C Nieman
- Human Performance Laboratory, Department of Biology, Appalachian State University, North Carolina Research Campus, Kannapolis, NC, 28081, USA.
| | - Susan J Sumner
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
- Nutrition Research Institute, University of North Carolina at Chapel Hill, Kannapolis, NC, 28081, USA.
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Wang Y, Chen J, Ni Y, Liu Y, Gao X, Tse MA, Panagiotou G, Xu A. Exercise-changed gut mycobiome as a potential contributor to metabolic benefits in diabetes prevention: an integrative multi-omics study. Gut Microbes 2024; 16:2416928. [PMID: 39473051 PMCID: PMC11533799 DOI: 10.1080/19490976.2024.2416928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 10/05/2024] [Accepted: 10/10/2024] [Indexed: 11/06/2024] Open
Abstract
BACKGROUND The importance of gut microbes in mediating the benefits of lifestyle intervention is increasingly recognized. However, compared to the bacterial microbiome, the role of intestinal fungi in exercise remains elusive. With our established randomized controlled trial of exercise intervention in Chinese males with prediabetes (n = 39, ClinicalTrials.gov:NCT03240978), we investigated the dynamics of human gut mycobiome and further interrogated their associations with exercise-elicited outcomes using multi-omics approaches. METHODS Clinical variations and biological samples were collected before and after training. Fecal fungal composition was analyzed using the internal transcribed spacer 2 (ITS2) sequencing and integrated with paired shotgun metagenomics, untargeted metabolomics, and Olink proteomics. RESULTS Twelve weeks of exercise training profoundly promoted fungal ecological diversity and intrakingdom connection. We further identified exercise-responsive genera with potential metabolic benefits, including Verticillium, Sarocladium, and Ceratocystis. Using multi-omics approaches, we elucidated comprehensive associations between changes in gut mycobiome and exercise-shaped metabolic phenotypes, bacterial microbiome, and circulating metabolomics and proteomics profiles. Furthermore, a machine-learning algorithm built using baseline microbial signatures and clinical characteristics predicted exercise responsiveness in improvements of insulin sensitivity, with an area under the receiver operating characteristic (AUROC) of 0.91 (95% CI: 0.85-0.97) in the discovery cohort and of 0.79 (95% CI: 0.74-0.86) in the independent validation cohort (n = 30). CONCLUSIONS Our findings suggest that intense exercise training significantly remodels the human fungal microbiome composition. Changes in gut fungal composition are associated with the metabolic benefits of exercise, indicating gut mycobiome is a possible molecular transducer of exercise. Moreover, baseline gut fungal signatures predict exercise responsiveness for diabetes prevention, highlighting that targeting the gut mycobiome emerges as a prospective strategy in tailoring personalized training for diabetes prevention.
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Affiliation(s)
- Yao Wang
- State Key Laboratory of Pharmaceutical Biotechnology, The University of Hong Kong, Hong Kong, China
- Department of Medicine, The University of Hong Kong, Hong Kong, China
- Department of Obstetrics and Gynaecology, The Chinese University of Hong Kong, Hong Kong, China
| | - Jiarui Chen
- State Key Laboratory of Pharmaceutical Biotechnology, The University of Hong Kong, Hong Kong, China
- Department of Medicine, The University of Hong Kong, Hong Kong, China
| | - Yueqiong Ni
- Department of Microbiome Dynamics, Leibniz Institute for Natural Product Research and Infection Biology, Hans Knoll Institute, Jena, Germany
| | - Yan Liu
- State Key Laboratory of Pharmaceutical Biotechnology, The University of Hong Kong, Hong Kong, China
- Department of Medicine, The University of Hong Kong, Hong Kong, China
| | - Xiang Gao
- State Key Laboratory of Pharmaceutical Biotechnology, The University of Hong Kong, Hong Kong, China
| | - Michael Andrew Tse
- State Key Laboratory of Pharmaceutical Biotechnology, The University of Hong Kong, Hong Kong, China
- Centre for Sports and Exercise, The University of Hong Kong, Hong Kong, China
| | - Gianni Panagiotou
- State Key Laboratory of Pharmaceutical Biotechnology, The University of Hong Kong, Hong Kong, China
- Department of Medicine, The University of Hong Kong, Hong Kong, China
- Department of Microbiome Dynamics, Leibniz Institute for Natural Product Research and Infection Biology, Hans Knoll Institute, Jena, Germany
- Faculty of Biological Sciences, Friedrich Schiller University, Jena, Germany
- Jena University Hospital, Friedrich Schiller University, Jena, Germany
| | - Aimin Xu
- State Key Laboratory of Pharmaceutical Biotechnology, The University of Hong Kong, Hong Kong, China
- Department of Medicine, The University of Hong Kong, Hong Kong, China
- Department of Pharmacology and Pharmacy, The University of Hong Kong, Hong Kong, China
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Benedé-Ubieto R, Cubero FJ, Nevzorova YA. Breaking the barriers: the role of gut homeostasis in Metabolic-Associated Steatotic Liver Disease (MASLD). Gut Microbes 2024; 16:2331460. [PMID: 38512763 PMCID: PMC10962615 DOI: 10.1080/19490976.2024.2331460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 03/13/2024] [Indexed: 03/23/2024] Open
Abstract
Obesity, insulin resistance (IR), and the gut microbiome intricately interplay in Metabolic-associated Steatotic Liver Disease (MASLD), previously known as Non-Alcoholic Fatty Liver Disease (NAFLD), a growing health concern. The complex progression of MASLD extends beyond the liver, driven by "gut-liver axis," where diet, genetics, and gut-liver interactions influence disease development. The pathophysiology of MASLD involves excessive liver fat accumulation, hepatocyte dysfunction, inflammation, and fibrosis, with subsequent risk of hepatocellular carcinoma (HCC). The gut, a tripartite barrier, with mechanical, immune, and microbial components, engages in a constant communication with the liver. Recent evidence links dysbiosis and disrupted barriers to systemic inflammation and disease progression. Toll-like receptors (TLRs) mediate immunological crosstalk between the gut and liver, recognizing microbial structures and triggering immune responses. The "multiple hit model" of MASLD development involves factors like fat accumulation, insulin resistance, gut dysbiosis, and genetics/environmental elements disrupting the gut-liver axis, leading to impaired intestinal barrier function and increased gut permeability. Clinical management strategies encompass dietary interventions, physical exercise, pharmacotherapy targeting bile acid (BA) metabolism, and microbiome modulation approaches through prebiotics, probiotics, symbiotics, and fecal microbiota transplantation (FMT). This review underscores the complex interactions between diet, metabolism, microbiome, and their impact on MASLD pathophysiology and therapeutic prospects.
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Affiliation(s)
- Raquel Benedé-Ubieto
- Department of Immunology, Ophthalmology and ENT, Complutense University School of Medicine, Madrid, Spain
| | - Francisco Javier Cubero
- Department of Immunology, Ophthalmology and ENT, Complutense University School of Medicine, Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Madrid, Spain
| | - Yulia A. Nevzorova
- Department of Immunology, Ophthalmology and ENT, Complutense University School of Medicine, Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Madrid, Spain
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