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Xiao QX, Qin HY, Chen JJ, Fang CL, Wang QL, Li QJ, Zhu SY, Xiong LL. Multi-omics analysis reveals the potential mechanisms underlying long-term exercise-induced enhancement of learning and memory in male mice. Biogerontology 2025; 26:84. [PMID: 40159584 DOI: 10.1007/s10522-025-10225-y] [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: 10/26/2024] [Accepted: 03/20/2025] [Indexed: 04/02/2025]
Abstract
Exercise is widely recognized for improving physical functions, learning, and memory. However, the mechanisms behind these effects are not fully understood. This study aims to investigate the potential mechanisms through which exercise enhances learning and memory in mice using multi-omics analysis. Twenty male C57BL/6J mice were divided into exercise and control groups. The exercise group underwent a 4-month treadmill training regimen (12 m/min). Learning and memory abilities were assessed using the Morris water maze test. Brain, serum, and fecal samples were collected for neurotransmitter analysis, serum metabolomics analysis, and gut microbiota analysis. Data from neurotransmitter and serum metabolomics analyses were integrated with gut microbiota analysis. For comparisons between the two groups, the independent sample t-test was employed. For comparisons involving multiple groups, a repeated measures one-way analysis of variance (ANOVA) with random unit group design was applied. Statistical significance was defined as P < 0.05. The Morris water maze test significantly improved learning and memory in the exercise group (P < 0.05). Neurotransmitter analysis revealed significant differences in cognitive function-related neurotransmitters and pathways between the exercise and control groups (P < 0.05). Serum metabolomics analysis identified differences in serum metabolites between the two groups, which were linked to key pathways involved in neural repair and cognitive function. Microbial sequencing showed greater gut microbiota diversity in the exercise group, with the most notable changes at the genus level, particularly in Allobaculum, A2, and Clostridium_sensu_stricto_1 (P < 0.05). Integrated analysis indicated correlations between changes in gut microbiota and serum metabolites associated with cognitive function. Long-term exercise enhances learning and memory in mice through multiple mechanisms, including neurotransmitter regulation, serum metabolite changes, and modulation of gut microbiota. These findings provide new insights into the neuroprotective effects of exercise.
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Affiliation(s)
- Qiu-Xia Xiao
- Department of Anesthesiology, The Third Affiliated Hospital of Zunyi Medical University (The First People's Hospital of Zunyi), Zunyi, 563000, Guizhou, China
| | - Hao-Yue Qin
- Department of Anesthesiology, The Third Affiliated Hospital of Zunyi Medical University (The First People's Hospital of Zunyi), Zunyi, 563000, Guizhou, China
| | - Jun-Jie Chen
- Animal Zoology Department, Kunming Medical University, Kunming, 650500, Yunnan, China
| | - Chang-Le Fang
- Department of Anesthesiology, The Third Affiliated Hospital of Zunyi Medical University (The First People's Hospital of Zunyi), Zunyi, 563000, Guizhou, China
| | - Qiu-Lin Wang
- Department of Anesthesiology, The Third Affiliated Hospital of Zunyi Medical University (The First People's Hospital of Zunyi), Zunyi, 563000, Guizhou, China
| | - Qi-Jun Li
- Department of Anesthesiology, The Third Affiliated Hospital of Zunyi Medical University (The First People's Hospital of Zunyi), Zunyi, 563000, Guizhou, China
| | - Shuai-Yu Zhu
- Department of Anesthesiology, The Third Affiliated Hospital of Zunyi Medical University (The First People's Hospital of Zunyi), Zunyi, 563000, Guizhou, China
| | - Liu-Lin Xiong
- Department of Anesthesiology, The Third Affiliated Hospital of Zunyi Medical University (The First People's Hospital of Zunyi), Zunyi, 563000, Guizhou, China.
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Zumbi CN, Choi HHT, Huang HS, Panyod S, Wang TW, Huang SJ, Tsou HH, Ho CT, Sheen LY. Amino acid metabolites profiling in unpredictable chronic mild stress-induced depressive rats and the protective effects of Gastrodia elata Blume and gastrodin. JOURNAL OF ETHNOPHARMACOLOGY 2025; 337:118906. [PMID: 39395763 DOI: 10.1016/j.jep.2024.118906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Revised: 09/30/2024] [Accepted: 10/04/2024] [Indexed: 10/14/2024]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Major depressive disorder (MDD) is a prevalent condition that affects approximately 350 million people worldwide. Several studies have identified changes in amino acids in the blood of MDD patients, suggesting their potential as biomarkers to better understand their role in depression. Gastrodia elata Blume (GEB) and its active compound gastrodin (GAS) are recognized for their antidepressant properties. However, their effects on amino acid profiles and their potential role in alleviating depression remain poorly understood. Understanding how GEB and GAS influence amino acid metabolism may offer novel insights into their mechanisms in alleviating depression, potentially leading to more targeted therapeutic strategies. AIM OF THE STUDY This study aimed to investigate the potential role of supplementing GEB and its active compound GAS to reverse altered amino acid profiles in depressed rats. MATERIALS AND METHODS To achieve this, six-week-old SD rats were induced depressive-like behaviors by the UCMS rat model for 5 weeks. Groups receiving GEB or GAS were administered orally via gavage daily within the UCMS model. Serum samples were collected and analyzed using a targeted metabolomics approach employing LC-MS for amino acid profiling. RESULTS A total of 38 amino acid metabolites were identified, 17 of which were significantly altered following UCMS. UCMS rats exhibited perturbed arginine biosynthesis, arginine and proline metabolism pathways. Changes in key amino acids in these metabolic pathways were reversed following supplementation with GEB and GAS, which also alleviated depressive symptoms. CONCLUSIONS In conclusion, UCMS-induced depression in rats causes changes in some amino acid metabolites similar to those found in human depression, validating its relevance as a model for studying depression. Additionally, the research suggests that GEB and GAS may exert antidepressant effects by regulating amino acid metabolism.
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Affiliation(s)
- Crystal Ngofi Zumbi
- Institute of Food Science and Technology, National Taiwan University, Taipei, Taiwan.
| | - Hailey Hei Tung Choi
- Institute of Food Science and Technology, National Taiwan University, Taipei, Taiwan.
| | - Huai-Syuan Huang
- Institute of Food Science and Technology, National Taiwan University, Taipei, Taiwan.
| | - Suraphan Panyod
- Institute of Food Science and Technology, National Taiwan University, Taipei, Taiwan; Center for Food and Biomolecules, National Taiwan University, Taipei, Taiwan; Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan.
| | - Tse-Wen Wang
- Metabolomics Core Laboratory, KimForest Enterprise Co., LTD., New Taipei, Taiwan.
| | - Shyh-Jer Huang
- Department of Biomedical Big Data R&D, KimForest Enterprise Co., LTD., New Taipei, Taiwan.
| | - Han-Hsing Tsou
- Metabolomics Core Laboratory, KimForest Enterprise Co., LTD., New Taipei, Taiwan; Institute of Food Safety and Health Risk Assessment, National Yang Ming Chiao Tung University, Taipei, Taiwan.
| | - Chi-Tang Ho
- Department of Food Science, Rutgers University, NJ, USA.
| | - Lee-Yan Sheen
- Institute of Food Science and Technology, National Taiwan University, Taipei, Taiwan; Center for Food and Biomolecules, National Taiwan University, Taipei, Taiwan; National Center for Food Safety Education and Research, National Taiwan University, Taipei, Taiwan.
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de Camargo JBB, Brigatto FA. Beta-Alanine for Improving Exercise Capacity, Muscle Strength, and Functional Performance of Older Adults: A Systematic Review. J Aging Phys Act 2024:1-9. [PMID: 39724872 DOI: 10.1123/japa.2024-0118] [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: 04/08/2024] [Revised: 10/01/2024] [Accepted: 10/04/2024] [Indexed: 12/28/2024]
Abstract
BACKGROUND/OBJECTIVE Beta-alanine supplementation increases muscle carnosine content and also improves exercise capacity and performance in young adults, with mixed findings emerging from the few studies investigating its effects on older participants. Therefore, this study aimed to systematically review the evidence regarding the effects of beta-alanine on exercise capacity, muscle strength, and functional performance of older adults. METHODS This systematic review was conducted following the specific methodological guidelines of the Preferred Report Items for Systematic Reviews and Meta-Analyses and the Physiotherapy Evidence Database scale. Furthermore, the Cochrane risk-of-bias assessment tool was used. The search was carried out in five relevant databases (MEDLINE, Embase, Web of Science, Scopus, and Cochrane Library) from inception up to March 2024. RESULTS Of the 1,749 registers identified, only five met the established criteria and were included in this systematic review. A total of 163 older adults (mean age ± SD: 69.1 ± 2.8 years; range: 66.2-72.7 years) were included across all five studies. The majority of studies included participants from both genders. The mean intervention duration ± SD was 11.7 ± 1.0 weeks. The mean daily dosage was 2.7 ± 0.4 g/day (range: 2.4-3.2 g/day). CONCLUSION Overall, exercise capacity may be improved following supplementation protocols with dosages ranging from 2.4 to 3.2 g/day. Muscle strength and functional performance do not seem to be improved by beta-alanine since these tasks are not significantly impacted by acidosis buildup.
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Affiliation(s)
- Júlio Benvenutti Bueno de Camargo
- Laboratory of Neuromuscular Adaptations to Resistance Training (MUSCULAB), Federal University of São Carlos-UFSCar, São Paulo, Brazil
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Düz E, İlgün A, Bozkurt FB, Çakır T. Integration of genomic and transcriptomic layers in RNA-Seq data leads to protein interaction modules with improved Alzheimer's disease associations. Eur J Neurosci 2024. [PMID: 39532700 DOI: 10.1111/ejn.16600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 09/19/2024] [Accepted: 10/31/2024] [Indexed: 11/16/2024]
Abstract
Alzheimer's disease (AD) is the most common neurodegenerative disease, and it is currently untreatable. RNA sequencing (RNA-Seq) is commonly used in the literature to identify AD-associated molecular mechanisms by analysing changes in gene expression. RNA-Seq data can also be used to detect genomic variants, enabling the identification of the genes with a higher load of deleterious variants in patients compared with controls. Here, we analysed AD RNA-Seq datasets to obtain differentially expressed genes and genes with a higher load of pathogenic variants in AD, and we combined them in a single list. We mapped these genes on a human protein-protein interaction network to discover subnetworks perturbed by AD. Our results show that utilizing gene pathogenicity information from RNA-Seq data positively contributes to the disclosure of AD-related mechanisms. Moreover, dividing the discovered subnetworks into highly connected modules reveals a clearer picture of altered molecular pathways that, otherwise, would not be captured. Repeating the whole pipeline with human metabolic network genes led to results confirming the positive contribution of gene pathogenicity information and enabled a more detailed identification of altered metabolic pathways in AD.
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Affiliation(s)
- Elif Düz
- Department of Bioengineering, Gebze Technical University, Gebze, Kocaeli, Turkey
| | - Atılay İlgün
- Department of Bioengineering, Gebze Technical University, Gebze, Kocaeli, Turkey
| | - Fatma Betül Bozkurt
- Department of Bioengineering, Gebze Technical University, Gebze, Kocaeli, Turkey
| | - Tunahan Çakır
- Department of Bioengineering, Gebze Technical University, Gebze, Kocaeli, Turkey
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Ostfeld I, Zamir A, Ben-Zeev T, Levi C, Gepner Y, Peled D, Barazany D, Springer S, Hoffman JR. β-Alanine supplementation improves fractional anisotropy scores in the hippocampus and amygdala in 60-80-year-old men and women. Exp Gerontol 2024; 194:112513. [PMID: 38971131 DOI: 10.1016/j.exger.2024.112513] [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: 12/13/2023] [Revised: 05/04/2024] [Accepted: 07/04/2024] [Indexed: 07/08/2024]
Abstract
Recently, β-alanine (BA) supplementation was shown to improve cognitive function in older adults with decreased cognitive function. Mechanisms supporting these improvements have not been well defined. This study examined the effects of 10-weeks of BA supplementation on changes in circulating brain inflammatory markers, brain derived neurotrophic factor (BDNF), and brain morphology. Twenty participants were initially randomized into BA (2.4 g·d-1) or placebo (PL) groups. At each testing session, participants provided a resting blood sample and completed the Montreal cognitive assessment (MoCA) test and magnetic resonance imaging, which included diffusion tensor imaging to assess brain tissue integrity. Only participants that scored at or below normal for the MoCA assessment were analyzed (6 BA and 4 PL). The Mann-Whitney U test was used to examine Δ (POST-PRE) differences between the groups. No differences in Δ scores were noted in any blood marker (BDNF, CRP, TNF-α and GFAP). Changes in fractional anisotropy scores were significantly greater for BA than PL in the right hippocampus (p = 0.033) and the left amygdala (p = 0.05). No other differences were noted. The results provide a potential mechanism of how BA supplementation may improve cognitive function as reflected by improved tissue integrity within the hippocampus and amygdala.
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Affiliation(s)
- Ishay Ostfeld
- Department of Physical Therapy, School of Health Science, Ariel University, Ariel, Israel
| | - Amit Zamir
- Department of Physical Therapy, School of Health Science, Ariel University, Ariel, Israel
| | - Tavor Ben-Zeev
- Department of Physical Therapy, School of Health Science, Ariel University, Ariel, Israel
| | - Chagai Levi
- Department of Physical Therapy, School of Health Science, Ariel University, Ariel, Israel
| | - Yftach Gepner
- Department of Epidemiology and Preventive Medicine, School of Public Health, Sackler Faculty of Medicine, Sylvan Adams Sports Institute, Tel Aviv University, Tel Aviv, Israel
| | - David Peled
- Department of Epidemiology and Preventive Medicine, School of Public Health, Sackler Faculty of Medicine, Sylvan Adams Sports Institute, Tel Aviv University, Tel Aviv, Israel
| | - Daniel Barazany
- Strauss Computational Neuroimaging Center, Life Sciences Faculty, Tel Aviv University, Tel Aviv, Israel
| | - Shmuel Springer
- Department of Physical Therapy, School of Health Science, Ariel University, Ariel, Israel
| | - Jay R Hoffman
- Department of Physical Therapy, School of Health Science, Ariel University, Ariel, Israel.
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Wadop YN, Vasquez EL, Mathews JJ, Muhammad JAS, Mavarez RP, Satizabal C, Gonzales MM, Tanner J, Maestre G, Fonteh AN, Seshadri S, Kautz TF, Fongang B. Differential Patterns of Gut and Oral Microbiomes in Hispanic Individuals with Cognitive Impairment. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.27.605455. [PMID: 39211240 PMCID: PMC11361189 DOI: 10.1101/2024.07.27.605455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
Alzheimer's disease and related dementias (ADRD) have been associated with alterations in both oral and gut microbiomes. While extensive research has focused on the role of gut dysbiosis in ADRD, the contribution of the oral microbiome remains relatively understudied. Furthermore, the potential synergistic interactions between oral and gut microbiomes in ADRD pathology are largely unexplored. This study aims to evaluate distinct patterns and potential synergistic effects of oral and gut microbiomes in a cohort of predominantly Hispanic individuals with cognitive impairment (CI) and without cognitive impairment (NC). We conducted 16S rRNA gene sequencing on stool and saliva samples from 32 participants (17 CI, 15 NC; 62.5% female, mean age = 70.4 ± 6.2 years) recruited in San Antonio, Texas, USA. Correlation analysis through MaAslin2 assessed the relationship between participants' clinical measurements (e.g., fasting glucose and blood cholesterol) and their gut and saliva microbial contents. Differential abundance analysis evaluated taxa with significant differences between CI and NC groups, and alpha and beta diversity metrics assessed within-sample and group compositional differences. Our analyses revealed no significant differences between NC and CI groups in fasting glucose or blood cholesterol levels. However, a clear association was observed between gut microbiome composition and levels of fasting glucose and blood cholesterol. While alpha and beta diversity metrics showed no significant differences between CI and NC groups, differential abundance analysis revealed an increased presence of oral genera such as Dialister , Fretibacterium , and Mycoplasma in CI participants. Conversely, CI individuals exhibited a decreased abundance of gut genera, including Shuttleworthia , Holdemania , and Subdoligranulum , which are known for their anti-inflammatory properties. No evidence was found for synergistic contributions between oral and gut microbiomes in the context of ADRD. Our findings suggest that similar to the gut microbiome, the oral microbiome undergoes significant modifications as individuals transition from NC to CI. Notably, the identified oral microbes have been previously associated with periodontal diseases and gingivitis. These results underscore the necessity for further investigations with larger sample sizes to validate our findings and elucidate the complex interplay between oral and gut microbiomes in ADRD pathogenesis.
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Dadi P, Pauling CW, Shrivastava A, Shah DD. Synthesis of versatile neuromodulatory molecules by a gut microbial glutamate decarboxylase. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.02.583032. [PMID: 38915512 PMCID: PMC11195143 DOI: 10.1101/2024.03.02.583032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/26/2024]
Abstract
Dysbiosis of the microbiome correlates with many neurological disorders, yet very little is known about the chemistry that controls the production of neuromodulatory molecules by gut microbes. Here, we found that an enzyme glutamate decarboxylase (BfGAD) of a gut microbe Bacteroides fragilis forms multiple neuromodulatory molecules such as γ-aminobutyric acid (GABA), hypotaurine, taurine, homotaurine, and β-alanine. We evolved BfGAD and doubled its taurine productivity. Additionally, we increased its specificity towards the substrate L-glutamate. Here, we provide a chemical strategy via which the BfGAD activity could be fine-tuned. In future, this strategy could be used to modulate the production of neuromodulatory molecules by gut microbes.
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Affiliation(s)
- Pavani Dadi
- Biodesign Center for Fundamental and Applied Microbiomics, Arizona State University, Tempe, AZ 85281
- School of Life Sciences, Arizona State University, Tempe, AZ 85281
| | - Clint W. Pauling
- Biodesign Center for Fundamental and Applied Microbiomics, Arizona State University, Tempe, AZ 85281
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306
| | - Abhishek Shrivastava
- Biodesign Center for Fundamental and Applied Microbiomics, Arizona State University, Tempe, AZ 85281
- School of Life Sciences, Arizona State University, Tempe, AZ 85281
| | - Dhara D. Shah
- Biodesign Center for Fundamental and Applied Microbiomics, Arizona State University, Tempe, AZ 85281
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306
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Zhang Y, Wang H, Liu L, Mo X, He D, Chen X, Xiao R, Cheng Q, Fatima M, Du Y, Xie P. Maternal separation regulates sensitivity of stress-induced depression in mice by affecting hippocampal metabolism. Physiol Behav 2024; 279:114530. [PMID: 38552706 DOI: 10.1016/j.physbeh.2024.114530] [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: 01/16/2024] [Revised: 03/11/2024] [Accepted: 03/26/2024] [Indexed: 04/08/2024]
Abstract
Depression is a serious mental illness. Previous studies found that early life stress (ELS) plays a vital role in the onset and progression of depression. However, relevant studies have not yet been able to explain the specific effects of early stress on stress-induced depression sensitivity and individual behavior during growth. Therefore, we constructed a maternal separation (MS) model and administered chronic social frustration stress at different stages of their growth while conducting metabolomics analysis on the hippocampus of mice. Our results showed that the immobility time of mice in the forced swimming test was significantly reduced at the end of MS. Meanwhile, mice with MS experience significantly decreased total movement distance in the open field test and sucrose preference ratio in the sucrose preference test when subjected to chronic social defeat stress (CSDS) during adolescence. In adulthood, the results were the opposite. In addition, we found that level changes in metabolites such as Beta-alanine, l-aspartic acid, 2-aminoadipic acid, and Glycine are closely related to behavioral changes. These metabolites are mainly enriched in Pantothenate, CoA biosynthesis, and Beta Alanine metabolism pathways. Our experiment revealed that the effects of ELS vary across different age groups. It will increase an individual's sensitivity to depression when facing CSDS in adolescence, but it will reduce their sensitivity to depression when facing CSDS in adulthood. This may be achieved by regulating the hippocampus's Pantothenate and CoA biosynthesis and Beta Alanine metabolism pathways represented by Beta-alanine, l-Aspartic acid, 2-aminoadipic acid, and Glycine metabolites.
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Affiliation(s)
- Yangdong Zhang
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China; Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Haiyang Wang
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Lanxiang Liu
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China; Department of Neurology, Yongchuan Hospital of Chongqing Medical University, Chongqing, 402160, China
| | - Xiaolong Mo
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China; Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Dian He
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China; Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Xueyi Chen
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China; Faculty of Basic Medicine, Department of Pathology, Chongqing Medical University, Chongqing, 400016, China
| | - Rui Xiao
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China; Faculty of Basic Medicine, Department of Pathology, Chongqing Medical University, Chongqing, 400016, China
| | - Qisheng Cheng
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China; Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Madiha Fatima
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Yamei Du
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Peng Xie
- NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China; Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China; Department of Neurology, Yongchuan Hospital of Chongqing Medical University, Chongqing, 402160, China.
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Huang Y, Lin Q, Zhou Y, Zhu J, Ma Y, Wu K, Ning Z, Zhang Z, Liu N, Li M, Liu Y, Tu T, Liu Q. Amino acid profile alteration in age-related atrial fibrillation. J Transl Med 2024; 22:259. [PMID: 38461346 PMCID: PMC10925006 DOI: 10.1186/s12967-024-05028-7] [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: 10/08/2023] [Accepted: 02/24/2024] [Indexed: 03/11/2024] Open
Abstract
BACKGROUND Amino acids (AAs) are one of the primary metabolic substrates for cardiac work. The correlation between AAs and both atrial fibrillation (AF) and aging has been documented. However, the relationship between AAs and age-related AF remains unclear. METHODS Initially, the plasma AA levels of persistent AF patients and control subjects were assessed, and the correlations between AA levels, age, and other clinical indicators were explored. Subsequently, the age-related AF mouse model was constructed and the untargeted myocardial metabolomics was conducted to detect the level of AAs and related metabolites. Additionally, the gut microbiota composition associated with age-related AF was detected by a 16S rDNA amplicon sequencing analysis on mouse fecal samples. RESULTS Higher circulation levels of lysine (Student's t-test, P = 0.001), tyrosine (P = 0.002), glutamic acid (P = 0.008), methionine (P = 0.008), and isoleucine (P = 0.014), while a lower level of glycine (P = 0.003) were observed in persistent AF patients. The feature AAs identified by machine learning algorithms were glutamic acid and methionine. The association between AAs and age differs between AF and control subjects. Distinct patterns of AA metabolic profiles were observed in the myocardial metabolites of aged AF mice. Aged AF mice had lower levels of Betaine, L-histidine, L-alanine, L-arginine, L-Pyroglutamic acid, and L-Citrulline compared with adult AF mice. Aged AF mice also presented a different gut microbiota pattern, and its functional prediction analysis showed AA metabolism alteration. CONCLUSION This study provided a comprehensive network of AA disturbances in age-related AF from multiple dimensions, including plasma, myocardium, and gut microbiota. Disturbances of AAs may serve as AF biomarkers, and restoring their homeostasis may have potential benefits for the management of age-related AF.
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Affiliation(s)
- Yunying Huang
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, 410011, Hunan, People's Republic of China
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, 410011, Hunan, People's Republic of China
| | - Qiuzhen Lin
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, 410011, Hunan, People's Republic of China
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, 410011, Hunan, People's Republic of China
| | - Yong Zhou
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, 410011, Hunan, People's Republic of China
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, 410011, Hunan, People's Republic of China
| | - Jiayi Zhu
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, 410011, Hunan, People's Republic of China
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, 410011, Hunan, People's Republic of China
| | - Yingxu Ma
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, 410011, Hunan, People's Republic of China
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, 410011, Hunan, People's Republic of China
| | - Keke Wu
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, 410011, Hunan, People's Republic of China
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, 410011, Hunan, People's Republic of China
| | - Zuodong Ning
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, 410011, Hunan, People's Republic of China
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, 410011, Hunan, People's Republic of China
| | - Zixi Zhang
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, 410011, Hunan, People's Republic of China
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, 410011, Hunan, People's Republic of China
| | - Na Liu
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, 410011, Hunan, People's Republic of China
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, 410011, Hunan, People's Republic of China
| | - Mohan Li
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, 410011, Hunan, People's Republic of China
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, 410011, Hunan, People's Republic of China
- Department of Geriatrics, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, 100730, People's Republic of China
| | - Yaozhong Liu
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, 410011, Hunan, People's Republic of China
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, 410011, Hunan, People's Republic of China
- Department of Internal Medicine, Frankel Cardiovascular Center, University of Michigan, Ann Arbor, MI, USA
| | - Tao Tu
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, 410011, Hunan, People's Republic of China.
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China.
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China.
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, 410011, Hunan, People's Republic of China.
| | - Qiming Liu
- Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, No.139 Middle Renmin Road, Changsha, 410011, Hunan, People's Republic of China.
- Modern Cardiovascular Disease Clinical Technology Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China.
- Cardiovascular Disease Research Center of Hunan Province, Changsha, 410011, Hunan, People's Republic of China.
- Research Institute of Blood Lipid and Atherosclerosis, Central South University, Changsha, 410011, Hunan, People's Republic of China.
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