PubMed
Combining metabolomics and machine learning to discover biomarkers for early-stage breast cancer diagnosis
PLoS One. 2024 Oct 21;19(10):e0311810. doi: 10.1371/journal.pone.0311810. eCollection 2024.ABSTRACTThere is an urgent need for better biomarkers for the detection of early-stage breast cancer. Utilizing untargeted metabolomics and lipidomics in conjunction with advanced data mining approaches for metabolism-centric biomarker discovery and validation may enhance the identification and validation of novel biomarkers for breast cancer screening. In this study, we employed a multimodal omics approach to identify and validate potential biomarkers capable of differentiating between patients with breast cancer and those with benign tumors. Our findings indicated that ether-linked phosphatidylcholine exhibited a significant difference between invasive ductal carcinoma and benign tumors, including cases with inconsistent mammography results. We observed alterations in numerous lipid species, including sphingomyelin, triacylglycerol, and free fatty acids, in the breast cancer group. Furthermore, we identified several dysregulated hydrophilic metabolites in breast cancer, such as glutamate, glycochenodeoxycholate, and dimethyluric acid. Through robust multivariate receiver operating characteristic analysis utilizing machine learning models, either linear support vector machines or random forest models, we successfully distinguished between cancerous and benign cases with promising outcomes. These results emphasize the potential of metabolic biomarkers to complement other criteria in breast cancer screening. Future studies are essential to further validate the metabolic biomarkers identified in our study and to develop assays for clinical applications.PMID:39432469 | DOI:10.1371/journal.pone.0311810
Kiwifruit Polysaccharides Alleviate Ulcerative Colitis via Regulating Gut Microbiota-Dependent Tryptophan Metabolism and Promoting Colon Fucosylation
J Agric Food Chem. 2024 Oct 21. doi: 10.1021/acs.jafc.4c06435. Online ahead of print.ABSTRACTA previous study showed that kiwifruit polysaccharide (KFP) has benefits in relieving intestinal inflammation, while the underlying mechanism remains unresolved. The objective of this study was to investigate the regulatory effect of KFP on the gut microbiota metabolism and intestinal barrier of ulcerative colitis (UC) mice induced by dextran sulfate sodium (DSS). KFP significantly improved the UC symptoms including weight loss, shortened colon length, splenomegaly, diarrhea, hematochezia, and colon inflammation of mice. In addition, KFP could alleviate DSS-caused gut microbiota dysbiosis and increase the levels of short-chain fatty acids in the cecal contents of mice. Furthermore, the results of nontargeted and targeted metabolomics analysis combined with antibiotic treatment revealed that KFP could regulate gut microbiota-dependent tryptophan metabolism, activate the aryl hydrocarbon receptor (AhR) in colon cells, and enhance interleukin-22 production and tight junction proteins' (ZO-1, occludin, and claudin3) expression to repair the intestinal barrier in UC mice. Immunofluorescence results showed that KFP significantly upregulated the conjunction of lectin WGA and UEA1 in the UC mouse colon, implying that KFP promoted fucosylation in the colon. These results suggest that KFP alleviates UC primarily via targeting the gut microbiota involved in the AhR pathway and upregulating colon fucosylation.PMID:39432373 | DOI:10.1021/acs.jafc.4c06435
Metabolomic signature of sperm in men with obesity-associated asthenozoospermia
J Assist Reprod Genet. 2024 Oct 21. doi: 10.1007/s10815-024-03294-4. Online ahead of print.ABSTRACTPURPOSE: Obese men have a significantly increased risk of developing asthenozoospermia. Sperm motility is directly related to cellular energy supply and metabolic status. Sperm metabolomics research based on Gas chromatography-mass spectrometry (GC-MS) technology can provide useful information for the pathological mechanism, diagnosis, and treatment of obesity-associated asthenozoospermia.METHODS: Sperm samples were obtained from a healthy control group (n = 49) and patients with obesity-associated asthenozoospermia (n = 40). After the analysis of sperm samples using GC-MS, various multivariate statistical methods such as principal component analysis (PCA), partial least squares-discriminant analysis (PLS-DA), and orthogonal partial least squares-discriminant analysis (OPLS-DA) were conducted.RESULTS: A total of 56 metabolites were identified in the sperm samples. Among them, 19 differential metabolites were found between the two groups. Metabolites such as glutamic acid, fumaric acid, and cysteine were significantly downregulated in the sperm of patients with obesity-associated asthenozoospermia, while metabolites like palmitic acid, stearic acid, and alanine were significantly upregulated. The differential metabolites were enriched in D-glutamine and D-glutamate metabolism; proline, aspartate, and glutamate metabolism; glutathione metabolism and the other metabolic pathways.CONCLUSION: Obesity may influence the composition of metabolic products in sperm, and metabolomic analysis proves beneficial for the future diagnosis and treatment of obesity-associated asthenozoospermia.PMID:39432192 | DOI:10.1007/s10815-024-03294-4
Serum metabolite signature of the modified Mediterranean-DASH intervention for neurodegenerative delay (MIND) diet
Metabolomics. 2024 Oct 21;20(6):118. doi: 10.1007/s11306-024-02184-1.ABSTRACTINTRODUCTION: There is a lack of biomarkers of clinically important diets, such as the Mediterranean-DASH Intervention for Neurodegenerative Delay (MIND) diet.OBJECTIVES: Our study explored serum metabolites associated with adherence to the MIND diet.METHODS: In 3,908 Atherosclerosis Risk in Communities (ARIC) study participants, we calculated a modified MIND diet score based on a 66-item self-reported food frequency questionnaire (FFQ). The modified score did not include berries and olive oil, as these items were not assessed in the FFQ. We used multivariable linear regression models in 2 subgroups of ARIC study participants and meta-analyzed results using fixed effects regression to identify significant metabolites after Bonferroni correction. We also examined associations between these metabolites and food components of the modified MIND diet. C-statistics evaluated the prediction of high modified MIND diet adherence using significant metabolites beyond participant characteristics.RESULTS: Of 360 metabolites analyzed, 27 metabolites (15 positive, 12 negative) were significantly associated with the modified MIND diet score (lipids, n = 13; amino acids, n = 5; xenobiotics, n = 3; cofactors and vitamins, n = 3; carbohydrates n = 2; nucleotide n = 1). The top 4 metabolites that improved the prediction of high dietary adherence to the modified MIND diet were 7-methylxanthine, theobromine, docosahexaenoate (DHA), and 3-carboxy-4-methyl-5-propyl-2-furanpropanoate (CMPF).CONCLUSION: Twenty-seven metabolomic markers were correlated with the modified MIND diet. The biomarkers, if further validated, could be useful to objectively assess adherence to the MIND diet.PMID:39432124 | DOI:10.1007/s11306-024-02184-1
Microbial metabolomics in acute myeloid leukemia: From pathogenesis to treatment
Adv Clin Exp Med. 2024 Oct 21. doi: 10.17219/acem/191559. Online ahead of print.ABSTRACTAcute myeloid leukemia (AML), the most common leukemia in adults, is a biologically heterogeneous disease arising from clonally proliferating hematopoietic stem cells. Increased appreciation of novel genetic methods has improved the understanding of AML biology. Recently, the emerging field of metabolomics has indicated qualitative and quantitative alterations in metabolic profiles in AML pathogenesis, progression and treatment. Multiple metabolic and molecular pathways regulate human metabolism and host-microbiome interactions may significantly affect this biochemical machinery. Microbiota have been found to play a significant role in hematopoietic function, metabolism and immunity, contributing to AML occurrence. A large number of studies have highlighted the importance of the composition and diversity of the gut microbiota (GM) in response to treatment and prognosis in AML. Moreover, strong evidence emphasizes the detrimental link between dysbiosis and infectious complications, a leading cause of morbidity and mortality for patients with AML. Several microbiota-related mechanisms have been linked to particular changes in host physiology so far, and microbial-derived metabolites belong to one of the most important. Circulating in the body, they modulate human conditions both locally and systemically. The extensive and diverse repertoire of bacterial metabolic functions plays a critical role in numerous processes, including leukemogenesis. Integrative analysis of microbiome and metabolome data is a promising avenue for better understanding the complex relationship between the microbiota, biochemical alterations and AML pathogenesis to effectively prevent, treat and mitigate its outcomes. This review concentrates on the pathologic roles and therapeutic implications of microbe-derived metabolites in AML settings.PMID:39431933 | DOI:10.17219/acem/191559
<em>sll1019</em> and <em>slr1259</em> encoding glyoxalase II improve tolerance of <em>Synechocystis</em> sp. PCC 6803 to methylglyoxal- and ethanol- induced oxidative stress by glyoxalase pathway
Appl Environ Microbiol. 2024 Oct 21:e0056424. doi: 10.1128/aem.00564-24. Online ahead of print.ABSTRACTThe glyoxalase pathway is the primary detoxification mechanism for methylglyoxal (MG), a ubiquitous toxic metabolite that disrupts redox homeostasis. In the glyoxalase pathway, glyoxalase II (GlyII) can completely detoxify MG. Increasing the activity of the glyoxalase system can enhance the resistance of plants or organisms to abiotic stress, but the relevant mechanism remains largely unknown. In this study, we investigated the physiological functions of GlyII genes (sll1019 and slr1259) in Synechocystis sp. PCC 6803 under MG or ethanol stress based on transcriptome and metabolome data. High-performance liquid chromatography (HPLC) results showed that proteins Sll1019 and Slr1259 had GlyII activity. Under stress conditions, sll1019 and slr1259 protected the strain against oxidative stress by enhancing the activity of the glyoxalase pathway and raising the contents of antioxidants such as glutathione and superoxide dismutase. In the photosynthetic system, sll1019 and slr1259 indirectly affected the light energy absorption by strains, synthesis of photosynthetic pigments, and activities of photosystem I and photosystem II, which was crucial for the growth of the strain under stress conditions. In addition, sll1019 and slr1259 enhanced the tolerance of strain to oxidative stress by indirectly regulating metabolic networks, including ensuring energy acquisition, NADH and NADPH production, and phosphate and nitrate transport. This study reveals the mechanism by which sll1019 and slr1259 improve oxidative stress tolerance of strains by glyoxalase pathway. Our findings provide theoretical basis for breeding, seedling, and field production of abiotic stress tolerance-enhanced variety.IMPORTANCEThe glyoxalase system is present in most organisms, and it is the primary pathway for eliminating the toxic metabolite methylglyoxal. Increasing the activity of the glyoxalase system can enhance plant resistance to environmental stress, but the relevant mechanism is poorly understood. This study revealed the physiological functions of glyoxalase II genes sll1019 and slr1259 in Synechocystis sp. PCC 6803 under abiotic stress conditions and their regulatory effects on oxidative stress tolerance of strains. Under stress conditions, sll1019 and slr1259 enhanced the activity of the glyoxalase pathway and the antioxidant system, maintained photosynthesis, ensured energy acquisition, NADH and NADPH production, and phosphate and nitrate transport, thereby protecting the strain against oxidative stress. This study lays a foundation for further deciphering the mechanism by which the glyoxalase system enhances the tolerance of cells to abiotic stress, providing important information for breeding, seedling, and selection of plants with strong stress resistance.PMID:39431850 | DOI:10.1128/aem.00564-24
Integrated analysis of metabolome and microbiome in a rat model of perimenopausal syndrome
mSystems. 2024 Oct 21:e0062324. doi: 10.1128/msystems.00623-24. Online ahead of print.ABSTRACTThe objectives of this study are to examine the disparities in serum and intestinal tissue metabolites between a perimenopausal rat model and control rats and to analyze the diversity and functionality of intestinal microorganisms to determine the potential correlation between intestinal flora and metabolites. We established a rat model of perimenopausal syndrome (PMS) and performed an integrated analysis of metabolome and microbiome. Orthogonal partial least-squares discriminant analysis scores and replacement tests indicated distinct separations of anion and cation levels between serum and intestinal samples of the model and control groups. Furthermore, lipids and lipid-like molecules constituted the largest percentage of HMDB compounds in both serum and intestinal tissues, followed by organic acids and derivatives, and organoheterocyclic compounds, with other compounds showing significant variability. Moreover, analysis of diversity and functional enrichment of the intestinal microflora and correlation analysis with metabolites revealed significant variability in the composition of the intestinal flora between the normal control and perimenopausal groups, with these differentially expressed intestinal flora strongly correlated with their metabolites. The findings of this study are expected to contribute to understanding the indications and contraindications for estrogen application in perimenopausal women and to aid in the development of appropriate therapeutic agents.IMPORTANCE: In this work, we employed 16S ribosomal RNA gene sequencing to analyze the gut microbes in stool samples. In addition, we conducted an ultra-high-performance liquid chromatography-tandem mass spectrometry-based metabolomics approach on gut tissue and serum obtained from rats with perimenopausal syndrome (PMS) and healthy controls. By characterizing the composition and metabolomic properties of gut microbes in PMS rats, we aim to enhance our understanding of their role in women's health, emphasizing the significance of regulating gut microbes in the context of menopausal women's well-being. We aim to provide a theoretical basis for the prevention and treatment of PMS in terms of gut microflora as well as metabolism.PMID:39431842 | DOI:10.1128/msystems.00623-24
Lactobacillus helveticus attenuates alcoholic liver injury via regulation of gut microecology in mice
Microb Biotechnol. 2024 Oct;17(10):e70016. doi: 10.1111/1751-7915.70016.ABSTRACTPrevious reports have demonstrated that alcohol consumption significantly reduces the abundance of Lactobacillus in the gut. In this study, we selected five species of the genus Lactobacillus, commonly found in fermented foods, and acknowledged them as safe, edible, and effective in preventing or treating certain diseases, to evaluate their effects on alcoholic liver disease (ALD). By comparing the liver damage indices in each group, we found that the type strain of Lactobacillus helveticus (LH, ATCC 15009) had the most marked alleviating effect on ALD-induced liver injury. Furthermore, experiments combining microbiomics and metabolomics were conducted to explore the mechanisms underlying the hepatoprotective effects of LH. Finally, we discovered that LH mitigated ethanol-induced liver steatosis and inflammation in ALD mice by altering the structure and function of the gut microbiome, increasing intestinal levels of short-chain fatty acids (SCFAs), and enhancing gut barrier integrity. These findings suggest a potential strategy for the clinical management of patients with ALD.PMID:39431804 | DOI:10.1111/1751-7915.70016
Serum metabolomics after exercise in ambulatory individuals with cerebral palsy
Dev Med Child Neurol. 2024 Oct 21. doi: 10.1111/dmcn.16105. Online ahead of print.ABSTRACTAIM: To evaluate whether serum metabolomics differ between ambulatory individuals with cerebral palsy (CP) compared with individuals with typical development and whether functional capacity is associated with metabolite abundance.METHOD: Thirty-eight adolescents and young adults were enrolled (CP: n = 19; typical development: n = 19). After functional capacity testing (10-meter walk, sit-to-stand, and peak knee flexion/extension torques), blood was drawn. Targeted serum metabolomics on hydrophilic metabolites were performed by high-performance liquid chromatography coupled with high-resolution and tandem mass spectrometry. Metabolite dimensionality reduction, pathway analysis, fold change, and t-tests evaluated changes in metabolite abundance. Associations were tested between functional measures and metabolite abundance.RESULTS: Individuals with CP had a significant increase in the abundance of essential amino acids, catabolic products of protein metabolism, and tricarboxylic acid cycle substrates, such as valine, tryptophan, kynurenic acid, and pyruvate (p < 0.05). Importantly, the abundance of numerous metabolites was only highly associated with functional capacity in individuals with CP such that greater abundance was associated with greater capacity, but not in those with typical development.INTERPRETATION: Our findings show clear increases in serum metabolites in individuals with CP, which are associated with functional capacity for movement. The altered metabolite profile measured after exercise might reflect increased energy production needed for movement. Appropriate nutritional intake during exercise might be needed given increased energy requirements.PMID:39431769 | DOI:10.1111/dmcn.16105
Loureirin B Ameliorates Glycolipid Metabolism Disorders in Ob/ob Mice by Regulating Bile Acid Levels and Modulating Gut Microbiota Composition
Chem Biodivers. 2024 Oct 21:e202401793. doi: 10.1002/cbdv.202401793. Online ahead of print.ABSTRACTLoureirin B (LB), an active component of Resina Draconis, exhibits hypoglycemic and hypolipidemic effects; however, its mode of action remains unclear. Here, ob/ob mice were utilized to investigate the effects of LB on the regulation of glucolipid metabolism disorders. Non-targeted metabolomics and 16S rDNA sequencing were performed to elucidate the potential mechanisms involved. Results indicated that LB treatment (45 mg/kg) significantly improved glucose intolerance and insulin resistance, reduced lipid levels, and alleviated hepatic steatosis. Non-targeted metabolomics analysis revealed that LB treatment regulated bile acid levels. Quantification of liver bile acids demonstrated that LB treatment significantly decreased the ratio of 12α-OH to non-12α-OH bile acids in the liver. 16S rDNA sequencing results showed that LB treatment increased the abundance of short-chain fatty acid-producing microbiota while decreasing the abundance of bile salt hydrolase (BSH) enzyme-producing microbiota. In conclusion, LB ameliorates glucolipid metabolism disorders by regulating liver bile acid levels and modulating the composition of the gut microbiota.PMID:39431713 | DOI:10.1002/cbdv.202401793
Volatile organic compounds (VOCs) in terrestrial extreme environments: implications for life detection beyond Earth
Nat Prod Rep. 2024 Oct 21. doi: 10.1039/d4np00037d. Online ahead of print.ABSTRACTCovering: 1961 to 2024Discovering and identifying unique natural products/biosignatures (signatures that can be used as evidence for past or present life) that are abundant, and complex enough that they indicate robust evidence of life is a multifaceted process. One distinct category of biosignatures being explored is organic compounds. A subdivision of these compounds not yet readily investigated are volatile organic compound (VOCs). When assessing these VOCs as a group (volatilome) a fingerprint of all VOCs within an environment allows the complex patterns in metabolic data to be unravelled. As a technique already successfully applied to many biological and ecological fields, this paper explores how analysis of volatilomes in terrestrial extreme environments could be used to enhance processes (such as metabolomics and metagenomics) already utilised in life detection beyond Earth. By overcoming some of the complexities of collecting VOCs in remote field sites, a variety of lab based analytical equipment and techniques can then be utilised. Researching volatilomics in astrobiology requires time to characterise the patterns of VOCs. They must then be differentiated from abiotic (non-living) signals within extreme environments similar to those found on other planetary bodies (analogue sites) or in lab-based simulated environments or microcosms. Such an effort is critical for understanding data returned from past or upcoming missions, but it requires a step change in approach which explores the volatilome as a vital additional tool to current 'Omics techniques.PMID:39431456 | DOI:10.1039/d4np00037d
Advancing Anticancer Drug Discovery: Leveraging Metabolomics and Machine Learning for Mode of Action Prediction by Pattern Recognition
Adv Sci (Weinh). 2024 Oct 21:e2404085. doi: 10.1002/advs.202404085. Online ahead of print.ABSTRACTA bottleneck in the development of new anti-cancer drugs is the recognition of their mode of action (MoA). Metabolomics combined with machine learning allowed to predict MoAs of novel anti-proliferative drug candidates, focusing on human prostate cancer cells (PC-3). As proof of concept, 38 drugs are studied with known effects on 16 key processes of cancer metabolism, profiling low molecular weight intermediates of the central carbon and cellular energy metabolism (CCEM) by LC-MS/MS. These metabolic patterns unveiled distinct MoAs, enabling accurate MoA predictions for novel agents by machine learning. The transferability of MoA predictions based on PC-3 cell treatments is validated with two other cancer cell models, i.e., breast cancer and Ewing's sarcoma, and show that correct MoA predictions for alternative cancer cells are possible, but still at some expense of prediction quality. Furthermore, metabolic profiles of treated cells yield insights into intracellular processes, exemplified for drugs inducing different types of mitochondrial dysfunction. Specifically, it is predicted that pentacyclic triterpenes inhibit oxidative phosphorylation and affect phospholipid biosynthesis, as confirmed by respiration parameters, lipidomics, and molecular docking. Using biochemical insights from individual drug treatments, this approach offers new opportunities, including the optimization of combinatorial drug applications.PMID:39431333 | DOI:10.1002/advs.202404085
Complex pectin metabolism by <em>Lactobacillus</em> and <em>Streptococcus</em> suggests an effective control approach for Maillard harmful products in brown fermented milk
Fundam Res. 2022 Dec 17;4(5):1171-1184. doi: 10.1016/j.fmre.2022.12.003. eCollection 2024 Sep.ABSTRACTHarmful Maillard reaction products (HMRPs) derived from brown fermented milk pose a potential threat to human health, but the conversion mechanism during the manufacturing process remains elusive and urgently needs to be controlled. Acrylamide (FC 2.14, adjusted p-value = 0.041), 5-hydroxymethylfurfural (FC 2.61, adjusted p-value = 0.026) and methylglyoxal (FC 2.07, adjusted p-value = 0.019) were identified as the significantly increased HMRPs after browning in this study and the analysis of proteomics integrated with untargeted metabolomics demonstrated that the degradation of HMRPs was jointly accomplished by Streptococcus thermophilus and Lactobacillus bulgaricus. The galactose oligosaccharide metabolism in Streptococcus thermophilus was identified as a key biochemical reaction for HMRPs degradation, and the hydrolysates of pectin could be utilized as prebiotics for Streptococcus thermophilus. Eighteen classes of enzymes of L. bulgaricus and Streptococcus thermophilus related to energy metabolism were upregulated in the pectin-added group, indicating that the entry of acrylamide and methylglyoxal into the tricarboxylic acid cycle was accelerated. NAD-aldehyde dehydrogenase and alanine dehydrogenase are enzymes belonging to Streptococcus thermophilus, and their downregulation accelerated the efflux of acetate, which was beneficial for the proliferation of L. bulgaricus and prevented the conversion of pyruvate to l-alanine, thus facilitating the energy metabolism. The recoveries and relative standard deviations of the intraday and interday precision experiments were 89.1%-112.5%, 1.3%-8.4% and 2.1%-9.4%, respectively, indicating that the developed approach was credible. Sensory evaluation results revealed that the brown fermented milk added with pectin had a better flavor, which was due to the fact that the supplement of polysaccharide promoted the fatty acid metabolism of lactic acid bacteria and increased the aroma substances including octoic acid and valeric acid. This study provided an insight into the formation and degradation mechanism of HMRPs in brown fermented milk, aiming to reduce the intake of advanced glycation end products in the diet.PMID:39431140 | PMC:PMC11489481 | DOI:10.1016/j.fmre.2022.12.003
Allergenic risk assessment of porcine myoglobin expressed by engineered <em>Komagataella Phaffii</em>
Fundam Res. 2024 Jan 27;4(5):1339-1348. doi: 10.1016/j.fmre.2023.11.017. eCollection 2024 Sep.ABSTRACTMyoglobin produced by fermentation using engineered Komagataella phaffii is an important color additive in meat analogue products, but its allergenicity is poorly understood. Here, we initially searched the Allergen Online database and did not find any allergic or cross-reactive proteins in porcine myoglobin (PM). In vitro simulated digestion demonstrated that PM did not exhibit notable acid-base resistance or anti-digestion capabilities. However, sensitization was observed in BALB/c mice, including a significant increase in specific antibodies and biomarkers for allergic reactions, as well as alterations in gut microbiome and serum metabolome. Interestingly, the intensity of sensitization exhibited a negative correlation with the purity of PM. 60% and 88% purities showed weaker sensitization compared to the ovalbumin control group. These allergic reactions were likely due to the non-myoglobin protein portion, highlighting the importance of purification processes and the urgent need to assess the allergenicity of this portion.PMID:39431137 | PMC:PMC11489517 | DOI:10.1016/j.fmre.2023.11.017
Association of glycerolipid metabolism with gut microbiota disturbances in a hamster model of high-fat diet-induced hyperlipidemia
Front Cell Infect Microbiol. 2024 Oct 4;14:1439744. doi: 10.3389/fcimb.2024.1439744. eCollection 2024.ABSTRACTBACKGROUND: High-fat diet (HFD)-induced hyperlipidemia, which is associated with gut microbiota disturbances, remains a major public health challenge. Glycerolipid metabolism is responsible for lipid synthesis and is thus involved in the development of hyperlipidemia. However, possible association between the HFD-modulated gut microbiome and the glycerolipid metabolism pathway remains unclear.METHODS: Hamsters were fed a HFD for 4 weeks to establish a hyperlipidemia model. Fecal, plasma and liver samples collected from hamsters fed a HFD or a normal chow diet (NCD) were used for integrative metagenomic and untargeted metabolomic analyses to explore changes in the composition and functions of the gut microbiota, and relevant metabolites. Spearman rank correlation analysis was used to explore correlations between gut microbes and circulating glycerolipid metabolites, gut microbes and lipids, and circulating glycerolipid metabolites and lipids.RESULTS: The gut microbial composition of HFD hamsters showed significant alterations at the phylum, genus, and species levels that were skewed toward metabolic disorders compared with that of NCD hamsters. Functional characterization by KEGG analysis identified enrichment of the glycerolipid metabolism pathway in the gut microbiome of HFD hamsters. Plasma and liver metabolomics further indicated the upregulation and enrichment of glycerolipid metabolites in HFD hamsters. The Faecalibaculum, Allobaculum, and Eubacterium genera were positively correlated with plasma glycerolipid metabolites and lipid indices.CONCLUSION: The findings of this study suggest an association between glycerolipid metabolism and the HFD-modulated gut microbiome that is involved in the development of hyperlipidemia.PMID:39431056 | PMC:PMC11486926 | DOI:10.3389/fcimb.2024.1439744
Allele-specific dysregulation of lipid and energy metabolism in early-stage hypertrophic cardiomyopathy
J Mol Cell Cardiol Plus. 2024 Jun;8:100073. doi: 10.1016/j.jmccpl.2024.100073. Epub 2024 Mar 31.ABSTRACTINTRODUCTION: Hypertrophic cardiomyopathy (HCM) results from pathogenic variants in sarcomeric protein genes that increase myocyte energy demand and lead to cardiac hypertrophy. However, it is unknown whether a common metabolic trait underlies cardiac phenotype at the early disease stage. To address this question and define cardiac biochemical pathology in early-stage HCM, we studied two HCM mouse models that express pathogenic variants in cardiac troponin T (Tnt2) or myosin heavy chain (Myh6) genes, and have marked differences in cardiac imaging phenotype, mitochondrial function at early disease stage.METHODS: We used a combination of echocardiography, transcriptomics, mass spectrometry-based untargeted metabolomics (GC-TOF, HILIC, CSH-QTOF), and computational modeling (CardioNet) to examine cardiac structural and metabolic remodeling at early disease stage (5 weeks of age) in R92W-TnT+/- and R403Q-MyHC+/- mutant mice. Data from mutants was compared with respective littermate controls (WT).RESULTS: Allele-specific differences in cardiac phenotype, gene expression and metabolites were observed at early disease stage. LV diastolic dysfunction was prominent in TnT mutants. Differentially-expressed genes in TnT mutant hearts were predominantly enriched in the Krebs cycle, respiratory electron transport, and branched-chain amino acid metabolism, whereas MyHC mutants were enriched in mitochondrial biogenesis, calcium homeostasis, and liver-X-receptor signaling. Both mutant hearts demonstrated significant alterations in levels of purine nucleosides, trisaccharides, dicarboxylic acids, acylcarnitines, phosphatidylethanolamines, phosphatidylinositols, ceramides and triglycerides; 40.4 % of lipids and 24.7 % of metabolites were significantly different in TnT mutants, whereas 10.4 % of lipids and 5.8 % of metabolites were significantly different in MyHC mutants. Both mutant hearts had a lower abundance of unsaturated long-chain acyl-carnitines (18:1, 18:2, 20:1), but only TnT mutants showed enrichment of FA18:0 in ceramide and cardiolipin species. CardioNet predicted impaired energy substrate metabolism and greater phospholipid remodeling in TnT mutants than in MyHC mutants.CONCLUSIONS: Our systems biology approach revealed marked differences in metabolic remodeling in R92W-TnT and R403Q-MyHC mutant hearts, with TnT mutants showing greater derangements than MyHC mutants, at early disease stage. Changes in cardiolipin composition in TnT mutants could contribute to impairment of energy metabolism and diastolic dysfunction observed in this study, and predispose to energetic stress, ventricular arrhythmias under high workloads such as exercise.PMID:39430912 | PMC:PMC11485168 | DOI:10.1016/j.jmccpl.2024.100073
Metabolomics Analysis for Unveiling the Toxicological Mechanism of Silver Nanoparticles Using an In Vitro Gastrointestinal Digestion Model
ACS Nanosci Au. 2024 Jun 25;4(5):327-337. doi: 10.1021/acsnanoscienceau.4c00012. eCollection 2024 Oct 16.ABSTRACTThe increasing use of silver nanoparticles (AgNPs) in consumer products has led to concerns about potential health risks after oral exposure as a result of the transformation and absorption in the gastrointestinal tract (GIT). However, the intricate condition of the GIT poses challenges in understanding the fate and toxicity of AgNPs as they traverse from the mouth to the rectum. For an in-depth understanding of the nanobio interactions, we employed a simulated digestion model to investigate alterations in the physicochemical properties of AgNPs in vitro. Meanwhile, we investigated the underlying toxicological mechanisms of digested AgNPs in enterocytes through metabolomics analysis. In contrast to route means that primarily apply salt solutions to mimic dietary digestion, this in vitro model is a semidynamic sequential digestion system that includes artificial oral, gastric, and intestinal fluids, which are similar to those under physiological conditions including electrolytes, enzymes, bile, pH, and time of digestion. Our results suggest that the formation of Ag-Cl and Ag-S species within the simulated digestion model can lead to an increase in the size of digested AgNPs and that the acidic condition promotes the release of Ag+ from particles. More critically, the presence of digestive enzymes and high concentrations of salt enhances the uptake of Ag by human colon enterocytes, ultimately promoting ROS generation and exacerbating cytotoxicity. Metabolomics analysis further reveals that the sequentially digested AgNPs may disorder lipid metabolism, including the biosynthesis of unsaturated fatty acids and arachidonic acid metabolism, thus increasing the possibility of ferroptosis activation in enterocytes. These findings offer significant insights into the fate and potential adverse effects of AgNPs in the GIT, providing important implications for assessing the health risks of AgNPs via oral exposure.PMID:39430375 | PMC:PMC11487757 | DOI:10.1021/acsnanoscienceau.4c00012
NMR metabolomics of plant and yeast-based hydrolysates for cell culture media applications - A comprehensive assessment
Curr Res Food Sci. 2024 Sep 21;9:100855. doi: 10.1016/j.crfs.2024.100855. eCollection 2024.ABSTRACTCultivated meat products, generated by growing isolated skeletal muscle and fat tissue, offer the promise of a more sustainable and ethical alternative to traditional meat production. However, with cell culture media used to grow the cells accounting for 55-95% of the overall production cost, achieving true sustainability requires significant media optimization. One means of dealing with these high costs is the use of low-cost complex additives such as hydrolysates to provide a wide range of nutrients, from small molecules (metabolites) to growth factors and peptides. Despite their potential, most hydrolysate products remain poorly characterized and many are thought to suffer from persistent issues of high batch-to-batch variability. Although there have been a number of isolated efforts to determine metabolic profiles for a handful of hydrolysate products, we present the first attempt at a more comprehensive metabolomic characterization of nine different products (four plant and five yeast-based) from two to four different lots each. NMR analysis identified 90 unique metabolites, with only 15 metabolites common to all hydrolysate products (including eight of the nine essential amino acids), and 16 metabolites found in only a single hydrolysate product. The different hydrolysate products were found to have substantial differences in metabolite concentrations (as a fraction of overall mass), ranging from a high of 43% in yeast extract to a low of 14% in soy hydrolysates. The proportion of various metabolites also varied between products, with carbohydrate concentrations particularly high in soy hydrolysates and nucleosides more prominent in two of the yeast products. Overall, yeast extract generally had higher metabolite concentrations than all the other products, whereas both yeast extract and cotton had the largest variety of metabolites. A direct calculation of batch-to-batch variability revealed although there are significant differences between lots, these are largely driven by a relatively small fraction of compounds. This report will hopefully serve as a useful starting point for a more nuanced consideration of hydrolysate products in cell culture media optimization, both in the context of cultivated meat and beyond.PMID:39429919 | PMC:PMC11490674 | DOI:10.1016/j.crfs.2024.100855
Carnitine is a friend in HFpEF and foe in HFrEF
iScience. 2024 Sep 23;27(10):111018. doi: 10.1016/j.isci.2024.111018. eCollection 2024 Oct 18.ABSTRACTHeart failure (HF) is a global concern, particularly HF with preserved ejection fraction (HFpEF), lacking effective treatments. Understanding the differences of metabolic profiles between HFpEF and HFrEF (heart failure with reduced ejection fraction) patients is crucial for therapeutic advancements. In this study, pseudotargeted metabolomics was employed to analyze for disparities of plasma metabolic profiles between HFpEF and HFrEF in two cohorts: discovery (n = 514) and validation (n = 3368). Plasma-free carnitine levels were significant changed in HF patients. A non-linear and U-shaped (for HFpEF) or J-shaped (for HFrEF) association between circulating free carnitine levels and the composite risk of cardiac events were observed. Interestingly, HFpEF patients with low free carnitine (≤40.18 μmol/L) displayed a poorer survival, contrasting with HFrEF where higher levels (≥35.67 μmol/L) were linked to poorer outcomes, indicating distinct metabolism pathways. In conclusion, these findings offer insights into HFpEF metabolic profiles, suggesting potential therapeutic targets.PMID:39429785 | PMC:PMC11490723 | DOI:10.1016/j.isci.2024.111018
GPC3-mediated metabolic rewiring of diabetic mesenchymal stromal cells enhances their cardioprotective functions via PKM2 activation
iScience. 2024 Sep 24;27(10):111021. doi: 10.1016/j.isci.2024.111021. eCollection 2024 Oct 18.ABSTRACTMesenchymal stromal cells (MSC) are promising stem cell therapy for treating cardiovascular and other degenerative diseases. Diabetes affects the functional capability of MSC and impedes cell-based therapy. Despite numerous studies, the impact of diabetes on MSC myocardial reparative activity, metabolic fingerprint, and the mechanism of dysfunction remains inadequately perceived. We demonstrated that the transplantation of diabetic-MSC (db/db-MSC) into the ischemic myocardium of mice does not confer cardiac benefit post-MI. Metabolomic studies identified defective energy metabolism in db/db-MSC. Furthermore, we found that glypican-3 (GPC3), a heparan sulfate proteoglycan, is highly upregulated in db/db-MSC and is involved in metabolic alterations in db/db-MSC via pyruvate kinase M2 (PKM2) activation. GPC3-knockdown reprogrammed-db/db-MSC restored their energy metabolic rates, immunomodulation, angiogenesis, and cardiac reparative activities. Together, these data indicate that GPC3-metabolic reprogramming in diabetic MSC may represent a strategy to enhance MSC-based therapeutics for myocardial repair in diabetic patients.PMID:39429777 | PMC:PMC11490746 | DOI:10.1016/j.isci.2024.111021