Gut Microbiota-Associated Metabolites Affected the Susceptibility to Heart Health Abnormality in Young Migrants at High-Altitude

Yongqiang Zhou , Zhexin Ni , Jingjing Liu , Dezhi Sun , Pan Shen , Xi Chen , Gaofu Li , Zhijie Bai , Yangyi Hu , Ningning Wang , Rui Wang , Lina Guan , Yihao Wang , Xianglin Tang , Yungang Lu , Baokun He , Haitao Lu , Wei Zhou , Yue Gao

Exploration ›› 2025, Vol. 5 ›› Issue (4) : 20240332

PDF
Exploration ›› 2025, Vol. 5 ›› Issue (4) : 20240332 DOI: 10.1002/EXP.20240332
RESEARCH ARTICLE

Gut Microbiota-Associated Metabolites Affected the Susceptibility to Heart Health Abnormality in Young Migrants at High-Altitude

Author information +
History +
PDF

Abstract

Young migrants, particularly those at high altitudes, are predisposed to heart health abnormalities, including high-altitude heart disease. Despite the profound impact of hypobaric hypoxia on the gut microbial community, the understanding of the roles played by gut microbiota and gut microbiota-associated serum metabolites in high-altitude heart diseases remains limited. Therefore, we conducted a comprehensive multi-omics analysis involving 230 graduates from the same university, with 163 Tibetan Plateau migrants and 67 Chengdu Plain residents, and identified 206 differential metabolites (82 in serum and 124 in feces) and 369 species that differed between migrants and residents. Among these, 27 microbial species and four metabolites (Ketoglutaric acid, L-Aspartic acid, 3-Guanidinopropionic acid, betaine) detected in both serum and feces were found to be associated with migrants exhibiting compromised heart health, as diagnosed through clinical examinations. Notably, the abundances of Veillonella rogosae and Streptococcus rubneri were correlated with serum levels of L-Aspartic acid, betaine, and Ketoglutaric acid in heart health-abnormal individuals. Validation of these microbiome biomarkers and gut microbiota-associated serum metabolites in an independent cohort demonstrated their excellent predictive ability for indicating heart health abnormalities in migrants (AUC = 0.7857). Furthermore, supplementation with these identified species or gut microbiota-associated serum metabolites effectively mitigated hypobaric hypoxia-induced increases in serum lactate, glycolysis, myocardial damage, and cardiac hypertrophy. Integrated analysis revealed that the alterations in the gut microbiome negatively regulated key metabolic pathways such as the malate-aspartate shuttle, tricarboxylic acid cycle, and oxidative phosphorylation in heart health-abnormal individuals. The migration to high-altitude plateaus significantly reshaped the gut microbiome and metabolome signatures. Lower abundances of Veillonella rogosae, Streptococcus rubneri, and gut microbiota-associated serum metabolites promoted the remodeling of metabolic processes, thereby increasing susceptibility to high-altitude heart health abnormalities. Overall, our findings elucidate the microbial mechanisms underlying high-altitude heart disease and provide valuable insights for potential early intervention strategies in this context.

Keywords

glycolysis / heart health abnormality / metabolomic / metagenomic / plateau migrants

Cite this article

Download citation ▾
Yongqiang Zhou, Zhexin Ni, Jingjing Liu, Dezhi Sun, Pan Shen, Xi Chen, Gaofu Li, Zhijie Bai, Yangyi Hu, Ningning Wang, Rui Wang, Lina Guan, Yihao Wang, Xianglin Tang, Yungang Lu, Baokun He, Haitao Lu, Wei Zhou, Yue Gao. Gut Microbiota-Associated Metabolites Affected the Susceptibility to Heart Health Abnormality in Young Migrants at High-Altitude. Exploration, 2025, 5(4): 20240332 DOI:10.1002/EXP.20240332

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

A. S. Neish, “Microbes in Gastrointestinal Health and Disease,” Gastroenterology 136 (2009): 65-80.

[2]

M. Yadav, M. K. Verma, and N. S. Chauhan, “A Review of Metabolic Potential of Human Gut Microbiome in Human Nutrition,” Archives of Microbiology 200 (2018): 203-217.

[3]

G. R. Nicolas and P. V. Chang, “Deciphering the Chemical Lexicon of Host-Gut Microbiota Interactions,” Trends in Pharmacological Sciences 40 (2019): 430-445.

[4]

Y. Fan and O. Pedersen, “Gut Microbiota in Human Metabolic Health and Disease,” Nature Reviews Microbiology 19 (2021): 55-71.

[5]

X. Zhang, W. Xu, W. Zhong, et al., “Exploring the Links Between Gut Microbiome Changes and Irritable Bowel Syndrome in Han Populations in the Tibetan Plateau,” Journal of Zhejiang University Science B 24 (2023): 823-838.

[6]

D. Lan, W. Ji, B. Lin, et al., “Correlations Between Gut Microbiota Community Structures of Tibetans and Geography,” Scientific Reports 7 (2017): 16982.

[7]

J. P. Karl, C. E. Berryman, A. J. Young, et al., “Associations Between the Gut Microbiota and Host Responses to High Altitude,” American Journal of Physiology Gastrointestinal and Liver Physiology 315 (2018): G1003-G1015.

[8]

R. T. Mallet, J. Burtscher, J. P. Richalet, G. P. Millet, and M. Burtscher, “Impact of High Altitude on Cardiovascular Health: Current Perspectives,” Vascular Health and Risk Management 17 (2021): 317-335.

[9]

G. L. Semenza, “Oxygen Sensing, Hypoxia-Inducible Factors, and Disease Pathophysiology,” Annual Review of Pathology 9 (2014): 47-71.

[10]

P. Mirtschink, J. Krishnan, F. Grimm, et al., “HIF-Driven SF3B1 Induces KHK-C to Enforce Fructolysis and Heart Disease,” Nature 522 (2015): 444-449.

[11]

L. P. Pral, J. L. Fachi, R. O. Correa, M. Colonna, and M. A. R. Vinolo, “Hypoxia and HIF-1 as Key Regulators of Gut Microbiota and Host Interactions,” Trends in Immunology 42 (2021): 604-621.

[12]

S. Fromentin, S. K. Forslund, K. Chechi, et al., “Microbiome and Metabolome Features of the Cardiometabolic Disease Spectrum,” Nature Medicine 28 (2022): 303-314.

[13]

Z. Pan, Y. Hu, Z. Huang, et al., “Alterations in Gut Microbiota and Metabolites Associated With Altitude-Induced Cardiac Hypertrophy in Rats During Hypobaric Hypoxia Challenge,” Science China Life Sciences 65 (2022): 2093-2113.

[14]

Y. Talmor-Barkan, N. Bar, A. A. Shaul, et al., “Metabolomic and Microbiome Profiling Reveals Personalized Risk Factors for Coronary Artery Disease,” Nature Medicine 28 (2022): 295-302.

[15]

A. Bolger, M. Lohse, and B. Usadel, “Trimmomatic: A Flexible Trimmer for Illumina Sequence Data,” Bioinformatics (Oxford, England) 30, no. 15 (2014): 2114.

[16]

D. Wood and S. Salzberg, “Kraken: Ultrafast Metagenomic Sequence Classification Using Exact Alignments,” Genome Biology 15 (2014): R46.

[17]

D. Li, C. Liu, R. Luo, K. Sadakane, and T. Lam, “MEGAHIT: An Ultra-Fast Single-Node Solution for Large and Complex Metagenomics Assembly via Succinct De Bruijn Graph,” Bioinformatics (Oxford, England) 31 (2015): 1674-1676.

[18]

D. Hyatt, G. Chen, P. Locascio, M. Land, F. Larimer, and L. Hauser, “Prodigal: Prokaryotic Gene Recognition and Translation Initiation Site Identification,” BMC Bioinformatics 11 (2010): 119.

[19]

L. Fu, B. Niu, Z. Zhu, S. Wu, and W. Li, “CD-HIT: Accelerated for Clustering the Next-Generation Sequencing Data,” Bioinformatics (Oxford, England) 28 (2012): 3150-3152.

[20]

R. Patro, G. Duggal, M. Love, R. Irizarry, and C. Kingsford, “Salmon Provides Fast and Bias-Aware Quantification of Transcript Expression,” Nature Methods 14 (2017): 417-419.

[21]

K. Wommack, J. Bhavsar, and J. Ravel, “Metagenomics: Read Length Matters,” Applied and Environmental Microbiology 74 (2008): 1453-1463.

[22]

X. Luo, J. Liu, H. Wang, and H. Lu, “Metabolomics Identified New Biomarkers for the Precise Diagnosis of Pancreatic Cancer and Associated Tissue Metastasis,” Pharmacological Research 156 (2020): 104805.

[23]

Z. Pang, G. Zhou, J. Ewald, et al., “Using MetaboAnalyst 5.0 for LC-HRMS Spectra Processing, Multi-Omics Integration and Covariate Adjustment of Global Metabolomics Data,” Nature Protocols 17 (2022): 1735-1761.

[24]

Y. Zhu, F. Wang, J. Han, et al., “Untargeted and Targeted Mass Spectrometry Reveal the Effects of Theanine on the Central and Peripheral Metabolomics of Chronic Unpredictable Mild Stress-Induced Depression in Juvenile Rats,” Journal of Pharmaceutical Analysis 13 (2023): 73-87.

[25]

X. Wang, S. Yang, S. Li, et al., “Aberrant Gut Microbiota Alters Host Metabolome and Impacts Renal Failure in Humans and Rodents,” Gut 69 (2020): 2131-2142.

[26]

X. Long, C. C. Wong, L. Tong, et al., “Peptostreptococcus Anaerobius Promotes Colorectal Carcinogenesis and Modulates Tumour Immunity,” Nature Microbiology 4 (2019): 2319-2330.

[27]

W. Xu, L. Qian, X. Yuan, and Y. Lu, “Regulation of a Novel CircTRRAP/miR-761/MAP3K2 CeRNA Cascade in Inflammation, Apoptosis, and Oxidative Stress in Human AC16 Cardiomyocytes Under Hypoxia Conditions,” International Heart Journal 64 (2023): 442-452.

[28]

D. Guo, J. Jin, J. Liu, Y. Wang, D. Li, and Y. He, “Baicalein Inhibits the Progression and Promotes Radiosensitivity of Esophageal Squamous Cell Carcinoma by Targeting HIF-1A,” Drug Design, Development and Therapy 16 (2022): 2423-2436.

[29]

E. Blaak and W. de Vos, “Before the Heart Attack,” Nature Medicine 28 (2022): 237-238.

[30]

C. Y. Wang, X. Kuang, Q. Q. Wang, et al., “GMMAD: A Comprehensive Database of Human Gut Microbial Metabolite Associations With Diseases,” BMC Genomics 24 (2023): 482.

[31]

Y. Huang, J. Liu, H. Tun, et al., “Gut Microbiota Insights Into Human Adaption to High-Plateau Diet,” Imeta 1 (2022): e6.

[32]

Z. Zhang, Y. Guo, M. Zhuang, et al., “Potential Role of the Gut Microbiota of Bumblebee Bombus Pyrosoma in Adaptation to High-Altitude Habitats,” Frontiers in Microbiology 14 (2023): 1218560.

[33]

S. Xu, S. Li, Y. Yang, et al., “A Genome-Wide Search for Signals of High-Altitude Adaptation in Tibetans,” Molecular Biology and Evolution 28 (2011): 1003-1011.

[34]

F. C. Ross, D. Patangia, G. Grimaud, et al., “The Interplay Between Diet and the Gut Microbiome: Implications for Health and Disease,” Nature Reviews Microbiology 22 (2024): 671-686.

[35]

M. Luedde, T. Winkler, F.-A. Heinsen, et al., “Heart Failure is Associated With Depletion of Core Intestinal Microbiota,” ESC Heart Failure 4 (2017): 282-290.

[36]

W. Yoo, J. Zieba, N. Foegeding, et al., “High-Fat Diet-Induced Colonocyte Dysfunction Escalates Microbiota-Derived Trimethylamine N-Oxide,” Science (New York, NY) 373 (2021): 813-818.

[37]

A. Cristina Garcia-Maurino, P. Veena Mazarello, S. Yan, et al., “The Association Between Early-Life Gut Microbiota and Childhood Respiratory Diseases: A Systematic Review,” The Lancet Microbe 3 (2022): E876-E880.

[38]

J. Scheiman, J. M. Luber, T. A. Chavkin, et al., “Meta-Omics Analysis of Elite Athletes Identifies a Performance-Enhancing Microbe That Functions via Lactate Metabolism,” Nature Medicine 25 (2019): 1104-1109.

[39]

N. Kazemian, M. Mahmoudi, F. Halperin, J. C. Wu, and S. Pakpour, “Gut Microbiota and Cardiovascular Disease: Opportunities and Challenges,” Microbiome 8 (2020): 36.

[40]

X. Mei, Y. Guo, Z. Xie, et al., “RIPK1 Regulates Starvation Resistance by Modulating Aspartate Catabolism,” Nature Communications 12 (2021): 6144.

[41]

J. Yang, R. Zhou, M. Zhang, H. Tan, and J. Yu, “Betaine Attenuates Monocrotaline-Induced Pulmonary Arterial Hypertension in Rats via Inhibiting Inflammatory Response,” Molecules (Basel, Switzerland) 23 (2018): 1274.

[42]

B. Gyanwali, Z. X. Lim, J. Soh, et al., “Alpha-Ketoglutarate Dietary Supplementation to Improve Health in Humans,” Trends in Endocrinology & Metabolism 33 (2022): 136.

[43]

S. Yu, T. Miao, Z. Xiaofang, et al., “α-Ketoglutarate promotes cardiomyocyte proliferation and heart regeneration after myocardial infarction,” Nature Cardiovascular Research 3 (2024): 5705.

[44]

C. Y. Wang, Q. F. Wen, Q. Q. Wang, et al., “Discovery of Drug Candidates for Specific Human Disease Based on Natural Products of Gut Microbes,” Frontiers in Microbiology 13 (2022): 896740.

[45]

J. Ritterhoff and R. Tian, “Metabolism in Cardiomyopathy: Every Substrate Matters,” Cardiovascular Research 113 (2017): 411-421.

[46]

A. Murray, “Energy Metabolism and the High-Altitude Environment,” Experimental Physiology 101 (2016): 23-27.

[47]

A. Cluntun, R. Badolia, S. Lettlova, et al., “The Pyruvate-Lactate Axis Modulates Cardiac Hypertrophy and Heart Failure,” Cell Metabolism 33 (2021): 629-648.e10.

[48]

G. Liu, L. Zhao, Q. Xu, M. Lang, and R. Xiao, “Cardiac Adaptation to High Altitudes After Short- and Long-Term Exposure Among Chinese Han Lowlanders,” Echocardiography (Mount Kisco, NY) 39 (2022): 465-472.

[49]

L. Tretter and V. Adam-Vizi, “Alpha-Ketoglutarate Dehydrogenase: A Target and Generator of Oxidative Stress,” Philosophical Transactions of the Royal Society of London Series B, Biological Sciences 360 (2005): 2335-2345.

[50]

P. Borst, “The Malate-Aspartate Shuttle (Borst cycle): How It Started and Developed Into a Major Metabolic Pathway,” Iubmb Life 72 (2020): 2241-2259.

[51]

K. Wang, Z. Zhang, J. Hang, et al., “Microbial-Host-Isozyme Analyses Reveal Microbial DPP4 as a Potential Antidiabetic Target,” Science (New York, NY) 381 (2023): eadd5787.

[52]

C. Ragan, “The Molecular Organization of NADH Dehydrogenase,” in Sub-Cellular Biochemistry (Springer, 1980): 267-307.

[53]

C. Chinopoulos, “ATP Synthase Complex and the Mitochondrial Permeability Transition Pore: Poles of Attraction,” EMBO Reports 18 (2017): 1041-1042.

[54]

L. G. Moore, S. Niermeyer, and S. Zamudio, “Human Adaptation to High Altitude: Regional and Life-Cycle Perspectives,” American Journal of Physical Anthropology 107 (1998): 25-64.

[55]

D. L. lan, W. H. Ji, B. S. Lin, et al., “Correlations Between Gut Microbiota Community Structures of Tibetans and Geography,” Scientific Reports 7 (2017):16982.

[56]

A. Adak, C. Maity, K. Ghosh, et al., “Alteration of Predominant Gastrointestinal Flora and Oxidative Damage of Large Intestine Under Simulated Hypobaric Hypoxia,” Zeitschrift Fur Gastroenterologie 52 (2014): 180-186.

RIGHTS & PERMISSIONS

2025 The Author(s). Exploration published by Henan University and John Wiley & Sons Australia, Ltd.

AI Summary AI Mindmap
PDF

14

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/