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Kumari M, Sharma D, Kumari A, Eslavath MR, Rai C, Reddy MPK, Ganju L, Varshney R, Meena RC. Urine metabolite profiling in Indian males exposed to high-altitude: a longitudinal pilot study. Sci Rep 2025; 15:16981. [PMID: 40374771 DOI: 10.1038/s41598-025-00312-y] [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: 08/08/2024] [Accepted: 04/28/2025] [Indexed: 05/18/2025] Open
Abstract
People who visit high-altitude for research and development work, pilgrimage, recreational purposes and deployments are exposed to different environmental conditions such as low temperature and atmospheric pressure, leading to hypoxia, high radiation, dry air, and non-availability of fresh food and vegetables. These environmental stressors have significant physiological effects on the human body. Among these challenges, hypobaric hypoxia at high-altitude affects aerobic metabolism and thereby reduces the supply of metabolic energy. Metabolic alterations may further lead to extreme environment related maladaptation as evidenced by alterations in the levels of metabolites and metabolic pathways. To investigate the variation in the metabolite profile, urine samples were collected from 16 individuals at baseline (BL, 210 m) and high-altitude (HA, 4200 m). Untargeted urinary metabolic profiling was performed by liquid chromatography-mass spectrometry (LC-MS) in conjunction with statistical analysis. Univariate and multivariate statistical analyses revealed 33 differentially abundant metabolites based on fold change, VIP score and p value. These distinct metabolites were primarily associated with pathways related to phenylalanine, tyrosine and tryptophan biosynthesis; metabolism of phenylalanine, biotin, tyrosine, cysteine and methionine along with alanine, aspartate and glutamate metabolism. Thes pathways are also linked with pentose and glucuronate interconversions, citrate cycle, vitamin B6 and porphyrin metabolism. Furthermore, receiver operating characteristic curve analysis detected five metabolites namely, 2-Tetrahydrothiopheneacetic acid, 1-Benzyl-7,8-dimethoxy-3-phenyl-3H-pyrazolo [3,4-c] isoquinoline, Abietin, 4,4'-Thiobis-2-butanone, and Hydroxyisovaleroyl carnitine with high range of sensitivity and specificity. In summary, this longitudinal study demonstrated novel metabolic variations in humans exposed to high-altitude, utilising the potential of LC-MS based metabolomics. Thus, the present findings shed light on the impact of hypoxic exposure on metabolic adaptation and provide a better understanding about the pathophysiological mechanisms underlying high-altitude illnesses correlated to tissue hypoxia.
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Affiliation(s)
- Manisha Kumari
- Department of Disruptive and Deterrence Technologies, Defence Institute of Physiology and Allied Sciences, Lucknow Road, Timarpur, Delhi, 110054, India
| | - Dolly Sharma
- Department of Disruptive and Deterrence Technologies, Defence Institute of Physiology and Allied Sciences, Lucknow Road, Timarpur, Delhi, 110054, India
| | - Anu Kumari
- Department of Disruptive and Deterrence Technologies, Defence Institute of Physiology and Allied Sciences, Lucknow Road, Timarpur, Delhi, 110054, India
| | - Mallesh Rao Eslavath
- Department of Disruptive and Deterrence Technologies, Defence Institute of Physiology and Allied Sciences, Lucknow Road, Timarpur, Delhi, 110054, India
| | - Chhavi Rai
- Department of Disruptive and Deterrence Technologies, Defence Institute of Physiology and Allied Sciences, Lucknow Road, Timarpur, Delhi, 110054, India
| | - Maramreddy Prasanna Kumar Reddy
- Department of Disruptive and Deterrence Technologies, Defence Institute of Physiology and Allied Sciences, Lucknow Road, Timarpur, Delhi, 110054, India
| | - Lilly Ganju
- Research and Development, Malwanchal University, Indore, Madhya Pradesh, India
| | - Rajeev Varshney
- Department of Disruptive and Deterrence Technologies, Defence Institute of Physiology and Allied Sciences, Lucknow Road, Timarpur, Delhi, 110054, India
| | - Ramesh Chand Meena
- Department of Disruptive and Deterrence Technologies, Defence Institute of Physiology and Allied Sciences, Lucknow Road, Timarpur, Delhi, 110054, India.
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Dasí-Navarro N, Lombardi S, Vila-Donat P, Llop S, Vioque J, Soler-Blasco R, Esplugues A, Manyes L, Lozano M. Metabolomic Profiling of Human Urine Related to Mycotoxin Exposure. Toxins (Basel) 2025; 17:75. [PMID: 39998092 PMCID: PMC11860571 DOI: 10.3390/toxins17020075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2025] [Revised: 01/25/2025] [Accepted: 02/06/2025] [Indexed: 02/26/2025] Open
Abstract
Human exposure to mycotoxins is a global concern since several mycotoxins, such as enniatins and aflatoxins, have shown carcinogenic and neurotoxic effects, and the toxicologic mechanisms of most of them still need to be clarified. This study aims to investigate the metabolic pathways affected by mycotoxin exposure by evaluating metabolite alterations in urine. The participants were 540 women from the Spanish Childhood and Environment Project (INMA). For metabolite identification, a dilute and shoot extraction, followed by HPLC-Q-TOF-MS identification analysis, was performed. Data were processed using Agilent Mass Hunter Workstation with the METLIN database, Agilent Mass Profiler Professional 10.0, and Metaboanalyst 6.0. Over 2000 metabolites were obtained in each sample after feature extraction, and the most significant metabolites (p-value ≤ 0.05, fold change ≥ 2.0) were considered for pathway analysis. Enrichment analysis and topology showed that the most significantly affected pathway was the biosynthesis of unsaturated fatty acids (adjusted p-value = 0.007), with four metabolomic hits associated: linoleic acid, octadecanoic acid/stearic acid, an arachidonic acid metabolite, and (9Z)-octadecenoic acid/oleic acid. Other related pathways (unadjusted p-value ≤ 0.1) included fatty acid biosynthesis, glycerophospholipid metabolism, and ether lipid metabolism. The present study highlights the importance of metabolomics in increasing knowledge of the toxicity mechanisms and health effects of mycotoxins, especially emerging ones.
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Affiliation(s)
- Nuria Dasí-Navarro
- Biotech Agrifood, Faculty of Pharmacy and Food Sciences, University of Valencia, 46100 Burjassot, Spain; (N.D.-N.); (P.V.-D.); (M.L.)
| | - Sonia Lombardi
- Department of Pharmacy, University of Naples Federico II, Via Domenico Montesano 49, 80131 Naples, Italy;
| | - Pilar Vila-Donat
- Biotech Agrifood, Faculty of Pharmacy and Food Sciences, University of Valencia, 46100 Burjassot, Spain; (N.D.-N.); (P.V.-D.); (M.L.)
| | - Sabrina Llop
- Epidemiology and Environmental Health Joint Research Unit, FISABIO—Universitat Jaume I—Universitat de València, 46020 València, Spain; (S.L.); (R.S.-B.); (A.E.)
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain;
| | - Jesus Vioque
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain;
- Alicante Institute of Health and Biomedical Research, University Miguel Hernandez (ISABIAL-UMH), 03010 Alicante, Spain
| | - Raquel Soler-Blasco
- Epidemiology and Environmental Health Joint Research Unit, FISABIO—Universitat Jaume I—Universitat de València, 46020 València, Spain; (S.L.); (R.S.-B.); (A.E.)
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain;
| | - Ana Esplugues
- Epidemiology and Environmental Health Joint Research Unit, FISABIO—Universitat Jaume I—Universitat de València, 46020 València, Spain; (S.L.); (R.S.-B.); (A.E.)
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain;
- Department of Nursing, Faculty of Nursing and Podiatry, University of Valencia, 46010 Valencia, Spain
| | - Lara Manyes
- Biotech Agrifood, Faculty of Pharmacy and Food Sciences, University of Valencia, 46100 Burjassot, Spain; (N.D.-N.); (P.V.-D.); (M.L.)
| | - Manuel Lozano
- Biotech Agrifood, Faculty of Pharmacy and Food Sciences, University of Valencia, 46100 Burjassot, Spain; (N.D.-N.); (P.V.-D.); (M.L.)
- Epidemiology and Environmental Health Joint Research Unit, FISABIO—Universitat Jaume I—Universitat de València, 46020 València, Spain; (S.L.); (R.S.-B.); (A.E.)
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain;
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Rahmadi HY, Syukur M, Widodo, Suwarno WB, Wening S, Simamora AN, Nugroho S. 1H NMR analysis of metabolites from leaf tissue of resistant and susceptible oil palm breeding materials against Ganoderma boninense. Metabolomics 2024; 20:89. [PMID: 39095669 DOI: 10.1007/s11306-024-02160-9] [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: 02/13/2024] [Accepted: 07/23/2024] [Indexed: 08/04/2024]
Abstract
INTRODUCTION Breeding for oil palm resistance against basal stem rot caused by Ganoderma boninense is challenging and time-consuming. Advanced oil palm gene pools are very limited, hence it is assumed that parental palms have experienced genetic drift and lost their resistance genes against Ganoderma. High-throughput selection criteria should be developed. Metabolomic analysis using 1H nuclear magnetic resonance (NMR) spectroscopy is easy, and the resulting metabolite can be used as a diagnostic tool for detecting disease in various host-pathogen combinations. OBJECTIVES The objective of this study was to identify metabolite variations in Dura (D) and Pisifera (P) parental palms with different resistance levels against Ganoderma and moderately resistant DxP using 1H NMR analysis. METHODS Leaf tissues of seven different oil palm categories consisting of: resistant, moderate, and susceptible Dura (D); moderate and susceptible Pisifera (P); resistant Tenera/Pisifera (T/P) parental palms; and moderately resistant DxP variety progenies, were sampled and their metabolites were determined using NMR spectroscopy. RESULTS Twenty-nine types of metabolites were identified, and most of the metabolites fall in the monosaccharides, amino acids, and fatty acids compound classes. The PCA, PLS-DA, and heatmap multivariate analysis indicated two identified groups of resistance based on their metabolites. The first group consisted of resistant T/P, moderate P, resistant D, and moderately resistant DxP. In contrast, the second group consisted of susceptible P, moderate D, and susceptible D. Glycerol and ascorbic acid were detected as biomarker candidates by OPLS-DA to differentiate moderately resistant DxP from susceptible D and P. The pathway analysis suggested that glycine, serine, and threonine metabolism and taurine and hypotaurine metabolism were involved in the oil palm defense mechanism against Ganoderma. CONCLUSION A metabolomic study with 1H NMR was able to describe the metabolite composition that could differentiate the characteristics of oil palm resistance against basal stem rot (BSR) caused by G. boninense. These metabolites revealed in this study have enormous potential to become support tools for breeding new oil palm varieties with higher resistance against BSR.
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Affiliation(s)
- Hernawan Yuli Rahmadi
- Agronomy and Horticulture Department, IPB University, Jl. Raya Dramaga, Bogor, West Java, 16680, Indonesia.
- Plant Breeding Department, Indonesian Oil Palm Research Institute, Jl. Brigjend Katamso No.51, Medan, North Sumatera, 20158, Indonesia.
| | - Muhamad Syukur
- Agronomy and Horticulture Department, IPB University, Jl. Raya Dramaga, Bogor, West Java, 16680, Indonesia
| | - Widodo
- Plant Protection Department, IPB University, Jl. Raya Dramaga, Bogor, West Java, 16680, Indonesia
| | - Willy Bayuardi Suwarno
- Agronomy and Horticulture Department, IPB University, Jl. Raya Dramaga, Bogor, West Java, 16680, Indonesia
| | - Sri Wening
- Plant Breeding Department, Indonesian Oil Palm Research Institute, Jl. Brigjend Katamso No.51, Medan, North Sumatera, 20158, Indonesia
| | - Arfan Nazhri Simamora
- Plant Breeding Department, Indonesian Oil Palm Research Institute, Jl. Brigjend Katamso No.51, Medan, North Sumatera, 20158, Indonesia
| | - Syarul Nugroho
- Plant Breeding Department, Indonesian Oil Palm Research Institute, Jl. Brigjend Katamso No.51, Medan, North Sumatera, 20158, Indonesia
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Pancoro A, Karima E, Apriyanto A, Effendi Y. 1H NMR metabolomics analysis of oil palm stem tissue infected by Ganoderma boninense based on field severity Indices. Sci Rep 2022; 12:21087. [PMID: 36473892 PMCID: PMC9726981 DOI: 10.1038/s41598-022-25450-5] [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: 04/08/2022] [Accepted: 11/30/2022] [Indexed: 12/12/2022] Open
Abstract
Basal stem rot disease (BSR) caused by G. boninense affects most oil palm plants in Southeast Asia. This disease can be fatal to palm oil production. BSR shows no signs on the tree in the early stages of infection. Therefore, it is essential to find an approach that can detect BSR disease in oil palm, especially at any level of disease severity in the field. This study aims to identify biomarkers of BSR disease in oil palm stem tissue based on various disease severity indices in the field using 1H NMR-based metabolomics analysis. The crude extract of oil palm stem tissue with four disease severity indices was analyzed by 1H NMR metabolomics. Approximately 90 metabolites from oil palm stem tissue were identified.Twenty of these were identified as metabolites that significantly differentiated the four disease severity indices. These metabolites include the organic acid group, the carbohydrate group, the organoheterocyclic compound group, and the benzoid group. In addition, different tentative biomarkers for different disease severity indices were also identified. These tentative biomarkers consist of groups of organic acids, carbohydrates, organoheterocyclic compounds, nitrogenous organic compounds, and benzene. There are five pathways in oil palm that are potentially affected by BSR disease.
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Affiliation(s)
- Adi Pancoro
- grid.434933.a0000 0004 1808 0563School of Life Sciences and Technology, Bandung Institute of Technology, Bandung, 40132 Indonesia
| | - Elfina Karima
- grid.434933.a0000 0004 1808 0563School of Life Sciences and Technology, Bandung Institute of Technology, Bandung, 40132 Indonesia
| | - Ardha Apriyanto
- Astra Agro Lestari Tbk, Research and Development, Jakarta, 13920 Indonesia
| | - Yunus Effendi
- grid.9581.50000000120191471Biological Science Department, Al-Azhar Indonesia University, Jakarta, 12110 Indonesia
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Probiotics maintain the gut microbiome homeostasis during Indian Antarctic expedition by ship. Sci Rep 2021; 11:18793. [PMID: 34552104 PMCID: PMC8458292 DOI: 10.1038/s41598-021-97890-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 08/31/2021] [Indexed: 02/08/2023] Open
Abstract
Ship voyage to Antarctica is a stressful journey for expedition members. The response of human gut microbiota to ship voyage and a feasible approach to maintain gut health, is still unexplored. The present findings describe a 24-day long longitudinal study involving 19 members from 38th Indian Antarctic Expedition, to investigate the impact of ship voyage and effect of probiotic intervention on gut microbiota. Fecal samples collected on day 0 as baseline and at the end of ship voyage (day 24), were analyzed using whole genome shotgun sequencing. Probiotic intervention reduced the sea sickness by 10% compared to 44% in placebo group. The gut microbiome in placebo group members on day 0 and day 24, indicated significant alteration compared to a marginal change in the microbial composition in probiotic group. Functional analysis revealed significant alterations in carbohydrate and amino acid metabolism. Carbohydrate-active enzymes analysis represented functional genes involved in glycoside hydrolases, glycosyltransferases and carbohydrate binding modules, for maintaining gut microbiome homeostasis. Suggesting thereby the possible mechanism of probiotic in stabilizing and restoring gut microflora during stressful ship journey. The present study is first of its kind, providing a feasible approach for protecting gut health during Antarctic expedition involving ship voyage.
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