Published papers

Adipose tissue remodels via hypertrophy or hyperplasia in response to nutrient status, but the mechanisms governing these expansion modes remain unclear. Here, we identify a nutrient-sensitive epigenetic circuit linking glucose metabolism to chromatin remodeling during adipogenesis. Upon glucose stimulation, α-ketoglutarate (α-KG) accumulates in the nucleus and activates the histone demethylase JMJD1A to remove repressive histone H3 lysine 9 dimethylation (H3K9me2) marks at glycolytic and adipogenic gene loci, including Pparg. JMJD1A is recruited to pre-marked promoter chromatin via nuclear factor IC (NFIC), enabling carbohydrate-responsive element-binding protein (ChREBP) binding and transcriptional activation. This feedforward mechanism couples nutrient flux to chromatin accessibility and gene expression. In vivo, JMJD1A is essential for de novo adipogenesis and hyperplastic expansion in visceral fat under nutrient excess. JMJD1A deficiency impairs hyperplasia, exacerbates adipocyte hypertrophy, and induces local inflammation. These findings define a glucose-α-KG-JMJD1A-ChREBP axis regulating depot-specific adipogenesis and uncover a chromatin-based mechanism by which glucose metabolism governs adaptive adipose tissue remodeling.

Introduction Minimal change disease (MCD) and focal segmental glomerulosclerosis (FSGS) are podocytopathies with varying clinical courses and therapeutic responses. FSGS often leads to end-stage renal disease. Consequently, their heterogeneity requires case stratification and pathophysiological elucidation. The involvement of energy metabolism in FSGS pathogenesis and stratification has not been clarified. Therefore, this study aimed to verify whether evaluating energy kinetics can be a new approach to MCD or FSGS stratification and explore the role of energy metabolism in MCD or FSGS. Methods Cultured human podocytes were treated with sera from patients with biopsy-confirmed MCD or FSGS. Serum-treated podocytes were analyzed for apoptosis using flow cytometry, metabolomics via mass spectrometry, and real-time adenosine triphosphate (ATP) production rates using an extracellular flux analyzer. Adriamycin-induced nephropathy was induced in podocyte-specific lactate dehydrogenase (LDH) A (LDHA)-deficient and control mice. Results The sera from patients with FSGS significantly induced apoptosis in human podocytes compared with those from individuals with MCD. Apoptosis severity was associated with segmental obliteration and corticosteroid resistance. Metabolomic analysis revealed differences in anaerobic glycolysis and tricarboxylic acid cycle (TCA)-related metabolites in podocytes exposed to the sera of patients with MCD and FSGS. In the podocytes treated with sera from patients with FSGS, glycolytic ATP production significantly decreased in cases with high apoptosis rates. The sera from patients with FSGS suppressed LDHA activity, suppressed α-actinin 4 (ACTN4) expression, and promoted actin remodeling of podocytes. Segmental sclerosis was more prominent in podocyte-specific LDHA-deficient mice with adriamycin-induced nephropathy than in control mice. Conclusion FSGS progression was associated with decreased anaerobic glycolysis in podocytes.

Barth syndrome (BTHS) is a rare disease caused by mutations in the tafazzin gene that affects the heart and muscles; however, to date, no clinically effective drugs are available. In BTHS, mitochondrial function is reduced owing to changes in cardiolipin metabolism. We developed mitochonic acid 5 (MA-5), a small-molecule compound that increases ATP levels, improves mitochondrial dynamics, and is effective in treating mitochondrial and muscle diseases. Therefore, this study examined the effectiveness of MA-5 in treating BTHS. The mitochondrial functions of four isolated BTHS skin fibroblasts were examined. Human BTHS induced pluripotent stem cell (iPSC) were differentiated into myoblasts and cardiolipin metabolism and mitochondrial functions were analyzed. RNA-seq was performed to clarify the metabolic changes. Using a Drosophila melanogaster model of BTHS, the effects of MA-5 on motor performance and cardiac phenotype were examined. MA-5 improved mitochondrial function and reduced cell death due to oxidative stress in skin fibroblasts of patients with BTHS. MA-5 promoted ATP production and reduced oxidative stress in human BTHS iPS cell-derived myoblasts. RNA-seq analysis revealed that MA-5 alleviated endoplasmic reticulum stress in BTHS cells. Administration of MA-5 to BTHS Drosophila improved locomotor ability and tachycardia observed in patients with BTHS. Protein interaction analyses suggested colocalization of ATPase and the MA-5-binding protein mitofilin. These data suggested that MA-5 improves BTHS dysfunction and may serve as a novel therapeutic agent for BTHS.

Phosphoinositides coordinate membrane trafficking and bioenergetic homeostasis, and many tumors rely on elevated phosphoinositide flux to sustain growth. Therapeutic development has largely pursued single-phosphoinositide kinase inhibition, whereas polypharmacologic strategies that perturb the broader network remain underexplored. FTY720 (fingolimod), a clinically approved sphingosine-1-phosphate receptor modulator, shows anti-tumor activity at micromolar concentrations, but its non-canonical mechanisms remain incompletely defined. Building on our work with the structurally related compound KRP203, we show that high-dose FTY720 produces isozyme-divergent modulation across phosphoinositide kinases and biases PIKFYVE activity toward phosphatidylinositol, a pattern we term ASURA (Asymmetric Simultaneous Uncoupling of Related Activities). FTY720 induces vacuolization and endomembrane remodeling in cancer cells, and suppresses macropinocytic ruffling as demonstrated by tracer uptake and scanning ion conductance microscopy analyses. Quantitative metabolomics revealed depletion of intracellular amino acids and ribonucleoside triphosphates, coupled with reduced glycolysis. Concurrently, FTY720 induced extensive rewiring of the hexosamine pathway, nitrogen metabolism, and tricarboxylic acid (TCA)-cycle anaplerosis, along with redox signatures indicating oxidative stress despite a nutrient-replete medium. The metabolites depleted by FTY720 showed extensive, directionally concordant overlap with those depleted by PTEN induction. Patient-derived glioblastoma (GBM) neurospheres were sensitive to FTY720, and co-treatment with a PI3Kα-selective inhibitor augmented growth suppression in U87MG cells. Together, these data support a model in which ASURA-dose FTY720 disrupts phosphoinositide-regulated trafficking and nutrient access, imposing intracellular nutrient stress that culminates in tumor-cell death.

Gas chromatography/mass spectrometry (GC/MS) is widely employed in metabolomics owing to its high resolution, reproducibility, and compatibility with volatile and semi-volatile compounds. While helium has traditionally been used as the carrier gas, increasing costs and global shortages have prompted the exploration of hydrogen gas as an alternative. Hydrogen offers faster analysis times and reduced ion source contamination but presents challenges, including ion source reactions, which can change compound fragmentation patterns. To address this, a hydrogen-deactivated electron ionization (EI) source has been developed to minimize undesired chemical interactions and improve spectral integrity. In this study, we systematically evaluated the effect of extraction lens sizes (3, 6, and 9 mm) under hydrogen carrier gas conditions using n-alkane and human metabolomic standard solutions. The hydrogen-deactivated ion source equipped with a 3 mm extraction lens provided superior peak symmetry and the highest signal intensities, with acceptable relative standard deviation (RSD) values (i.e., below 30%). In addition, the reproducible fragmentation patterns as those observed with helium carrier gas were obtained for phosphorylated metabolites. Using this optimized configuration, we applied hydrogen gas-based GC/MS to metabolomic profiling of the human colon cancer cell line HCT116 with mutant isocitrate dehydrogenase 1 (IDH1). Key metabolic alterations, including increased levels of the known biomarker 2-hydroxyglutaric acid, were detected in IDH1-mutant cells compared with wild-type cells. These findings establish hydrogen gas-based GC/MS with a hydrogen-deactivated ion source as a robust and reliable platform for metabolomics, offering an effective alternative to helium-based systems.

The impact of the metabolic microenvironment on epigenetically plastic cancer cells underpins phenotypic heterogeneity, a major cause of metastasis and therapy resistance. Nutrient limitation is a key microenvironmental stress, and can cause cells to transition from proliferative to invasive phenotypes, however, whether cancer cells have the capacity to delay phenotype switching remains unknown. Here, using melanoma as a model, we reveal that the ability to buffer glucose availability by accumulating and mobilizing glycogen can determine cancer cell phenotypic transitions. While proliferating cells contain high levels of glycogen, invasive cells are marked by depleted glycogen stores. Accordingly, the inability to store and metabolize glycogen leads to phenotype instability and a switch from proliferation to invasion. The amount of stored glycogen inversely correlates with tissue invasion depth in primary melanomas, and reduced expression of the glycogen phosphorylases PYGB/L and phosphoglucomutase 1 (PGM1) is associated with worse patient survival. Together, we identify metabolic glucose buffering as a determinant of invasive phenotype transitions in skin cancer, suggesting similar paradigms in other cancer types.

Small-cell lung cancer (SCLC) is an aggressive malignancy with limited therapeutic options. We previously showed that nicotinic acid riboside (NAR) sustains NAD biosynthesis in vivo and compensates for NAMPT inhibition in SCLC models. Here, we evaluated combining NAMPT inhibition with dietary nicotinic acid (NA) restriction to suppress NAR-dependent NAD biosynthesis. This combination showed enhanced antitumor activity consistent with synthetic lethality in SCLC CDX models and showed robust efficacy in PDX models, including those derived from chemotherapy-refractory tumors. In most CDX models examined, combination therapy showed greater antitumor activity than standard chemotherapy with cisplatin and etoposide. Although we did observe transient leukopenia, the treatment was otherwise better tolerated than chemotherapy, with less impact on body weight and platelet counts. These findings support NAD metabolism-targeted therapy as a promising strategy to treat SCLC.

Pancreatic ductal adenocarcinoma (PDAC) is the cancer with poorest prognosis, with metabolic reprogramming reported. We investigated metabolic alterations in mice with PDAC using capillary electrophoresis-mass spectrometry (CE-MS) and mass spectrometry imaging (MSI). o-Acetylcarnitine, a metabolite of carnitine, and acetyl-CoA increased during cancer progression in a PDAC mouse model by CE-MS, while MSI revealed that o-acetylcarnitine was mainly localized in PDAC cells. Also, immunohistochemistry showed overexpression of γ-butyrobetaine 2-oxoglutarate dioxygenase 1 (BBOX1), which synthesizes carnitine from γ-butyrobetaine, mainly in PDAC cells. Meldonium, an inhibitor of BBOX1, inhibited PDAC proliferation and cytokine secretion, thereby prolonging the survival of PDAC-bearing mice, accompanied by improved skeletal muscle atrophy. In patients undergoing PDAC resection, BBOX1 expression was determined as an independent poor prognostic factor for overall survival. Therefore, these results suggest that blocking L-carnitine synthesis would improve the prognosis of patients with PDAC.

Recent studies reveal that biosynthesis of iron-sulfur clusters (Fe-Ss) is essential for cell proliferation, including that of cancer cells. Nonetheless, it remains unclear how Fe-S biosynthesis functions in cell proliferation/survival. Here, we report that proper Fe-S biosynthesis is essential to prevent cellular senescence, apoptosis, or ferroptosis, depending on cell context. To assess these outcomes in cancer, we developed an ovarian cancer line with conditional KO of FDX2, a component of the core Fe-S assembly complex. FDX2 loss induced global downregulation of Fe-S-containing proteins and Fe2+ overload, resulting in DNA damage and p53 pathway activation, and driving the senescence program. p53 deficiency augmented DNA damage responses upon FDX2 loss, resulting in apoptosis rather than senescence. FDX2 loss also sensitized cells to ferroptosis, as evidenced by compromised redox homeostasis of membrane phospholipids. Our results suggest that p53 status and phospholipid homeostatic activity are critical determinants of diverse biological outcomes of Fe-S deficiency in cancer cells.

Background: Heated tobacco products (HTPs) have gained global popularity, but their health risks remain unclear. Therefore, the current study aimed to identify plasma metabolites associated with smoking and HTP use in a large Japanese population to improve health risk assessment. Methods: Metabolomics data from 9,922 baseline participants of the Tsuruoka Metabolomics Cohort Study (TMCS) were analyzed to determine the association between smoking habits and plasma metabolites. Moreover, alterations in smoking-related metabolites among HTP users were examined based on data obtained from 3,334 participants involved from April 2018 to June 2019 in a follow-up survey. Results: Our study revealed that cigarette smokers had metabolomics profiles distinct from never smokers, with 22 polar metabolites identified as candidate biomarkers for smoking. These biomarker profiles of HTP users were closer to those of cigarette smokers than those of never smokers. The concentration of glutamate was higher in cigarette smokers, and biomarkers involved in glutamate metabolism were also associated with cigarette smoking and HTP use. Network pathway analysis showed that smoking was associated with the glutamate pathway, which could lead to endothelial dysfunction and atherosclerosis of the vessels. Conclusions: Our study showed that the glutamate pathway is affected by habitual smoking. These changes in the glutamate pathway may partly explain the mechanism by which cigarette smoking causes cardiovascular disease. HTP use was also associated with glutamate metabolism, indicating that HTP use may contribute to the development of cardiovascular disease through mechanisms similar to those in cigarette use. Keywords: electronic nicotine delivery devices; heated tobacco products; metabolomics; prevention; smoking-induced disease.

Aims: Nonalcoholic fatty liver disease (NAFLD) is known to be associated with atherosclerosis. This study focused on upstream changes in the process by which NAFLD leads to atherosclerosis. The study aimed to confirm the association between NAFLD and the cardio-ankle vascular index (CAVI), an indicator of subclinical atherosclerosis, and explore metabolites involved in both by assessing 94 plasma polar metabolites. Methods: A total of 928 Japanese community-dwellers (306 men and 622 women) were included in this study. The association between NAFLD and CAVI was examined using a multivariable regression model adjusted for confounders. Metabolites commonly associated with NAFLD and CAVI were investigated using linear mixed-effects models in which batch numbers of metabolite measurements were used as a random-effects variable, and false discovery rate-adjusted p-values were calculated. To determine the extent to which these metabolites mediated the association between NAFLD and CAVI, mediation analysis was conducted. Results: NAFLD was positively associated with CAVI (coefficients [95% Confidence intervals (CI)]=0.23 [0.09-0.37]; p=0.001). A total of 10 metabolites were involved in NAFLD and CAVI, namely, branched-chain amino acids (BCAAs; valine, leucine, and isoleucine), aromatic amino acids (AAAs; tyrosine and tryptophan), alanine, proline, glutamic acid, glycerophosphorylcholine, and 4-methyl-2-oxopentanoate. Mediation analysis showed that BCAAs mediated more than 20% of the total effect in the association between NAFLD and CAVI. Conclusions: NAFLD was associated with a marker of atherosclerosis, and several metabolites related to insulin resistance, including BCAAs and AAAs, could be involved in the process by which NAFLD leads to atherosclerosis. Keywords: Atherosclerosis; Branched-chain amino acids; Cardio-ankle vascular index; Insulin resistance; Metabolites; Nonalcoholic fatty liver disease.

Purpose To evaluate hexosamine biosynthetic pathway (HBP) involvement in high-fluorodeoxyglucose (FDG)-uptake lung adenocarcinoma. Methods We conducted metabolomic analysis to evaluate the HBP in patients with lung adenocarcinoma, who underwent preoperative 18-FDG positron emission tomography. Capillary electrophoresis-time-of-flight mass spectrometry was done to obtain 511 small-molecule metabolite spectra, and a principal component analysis was performed. Results We examined 80 tissue samples: 40 tumor-adjacent non-tumor tissue samples and 40 resected lung adenocarcinomas. The principal component analysis confirmed good clustering between the tumor and non-tumor tissues. The non-tumor tissues comprised uniform materials, whereas the tumor tissues comprised a mixture of materials. Heatmaps for 50 metabolites revealed lower glucose and citrate levels and higher levels of lactate, glycolysis metabolites, succinate, fumarate, adenosine di- and -monophosphate, and all essential amino acids in the tumor tissues than the non-tumor tissues. HBP intermediate and uridine diphosphate N-acetylglucosamine levels were also higher in the tumor tissues. Both lactate and HBP intermediate levels were higher in hypermetabolic tumor tissues (standardized uptake value ≥ 3) than in non-hypermetabolic tumor tissues (standardized uptake value < 3). Low-FDG-uptake cells showed strong expression for glucose transporter SLC2A1 and weak expression for O-linked N-acetylglucosamine, whereas high-FDG-uptake cells showed strong expression for both markers. Conclusions Hypermetabolic adenocarcinoma may be associated with intensified glycolysis and HBP activation.

Age-related disease burden accumulates heterogeneously from later midlife to older age, but the biology underlying these divergent trajectories is poorly understood. We analysed 7199 adults aged 40 years and over in the Tsuruoka Metabolomics Cohort Study, Japan, with baseline fasting plasma metabolomics (94 metabolites measured by capillary electrophoresis-mass spectrometry) and linked health insurance claims. Monthly cumulative Charlson Comorbidity Index scores were constructed from aligned cohort entry to 60 months to capture accumulation of newly documented Charlson conditions after follow-up start. K-means clustering identified six trajectories of claims-recorded disease burden, and ordinal logistic regression related metabolites to ordered trajectory severity with adjustment for demographic and lifestyle factors. Six trajectories ranged from minimal accumulation to rapid progression. Nineteen metabolites were associated with greater trajectory severity after false discovery rate correction. Glutamate showed the strongest positive association (odds ratio, 1.18 per standard deviation; 95% confidence interval, 1.12-1.24), whereas cysteine-glutathione disulfide showed the strongest inverse association (odds ratio, 0.89; 95% confidence interval, 0.86-0.93). Eighteen of these metabolites were also associated with time to first newly documented Charlson disease. Disease-specific analyses linked glutamate to diabetes with complications, mild liver disease, and cerebrovascular disease. Exploratory cluster-specific analyses identified hippurate as a distinctive marker of a late-acceleration trajectory. These findings implicate amino acid metabolism, redox balance, and microbiome-host interactions as candidate biological pathways underlying heterogeneous patterns of age-related disease accumulation, and warrant replication in independent cohorts. These signals may inform biomarker development for accelerated disease-burden accumulation.

The heat shock protein beta-1 (HSPB1/HSP27) is highly expressed and phosphorylated in cancer tissues. However, the precise role of HSPB1 in cancer remains unclear. In this study, we report the unexpected findings elucidating the essential role of HSPB1 in adapting amino acid deficiency by upregulating amino acid transporter SLC7A5 function. HSPB1 regulates estrogen receptor-positive (ER+) breast cancer cell proliferation in a SLC7A5-dependent manner. In response to cellular stress, which is specified as amino acid-deficient conditions, HSPB1 was phosphorylated at Ser 78 residue by stress MAPK p38. SLC7A5 is associated with phosphorylated HSPB1 for its functional activation, leading to upregulated amino acid incorporation. In addition, HSPB1 and SLC7A5 overexpression increased acetylated α-tubulin levels. SLC7A5 overexpression did not change acetyl-CoA level, but SLC7A5 knockdown decreased ATAT1 and induced HDAC6 upregulation. Furthermore, HSPB1 and SLC7A5 induced paclitaxel and tamoxifen resistance. Therefore, the HSPB1-SLC7A5 axis contributes to the acquisition of tolerance to both tamoxifen and paclitaxel in breast cancer cells, uncovering a novel therapeutic target against drug resistance in breast cancer.

Background: The metabolic landscape of biliary tract cancer (BTC) remains poorly characterized. This study aimed to identify tumor-specific metabolic alterations in BTC using paired tumor and adjacent normal tissues. Methods: Metabolomic profiling was performed on paired tumor and adjacent normal tissues from 71 patients with BTC using capillary electrophoresis time-of-flight mass spectrometry. Differential metabolites were identified using paired statistical analysis with false discovery rate correction. Pathway enrichment analysis was conducted using the Kyoto Encyclopedia of Genes and Genomes database. Results: Seventeen metabolites were significantly altered between tumor and normal tissues. Pathway analysis identified glycerophospholipid metabolism as the most enriched pathway, driven by water-soluble precursor and intermediate metabolites, including phosphorylcholine, CDP-choline, and ethanolamine phosphate. Hierarchical clustering demonstrated partially distinct metabolic patterns between tumor and normal tissues, with substantial inter-sample variability observed among tumor samples. Metabolites related to amino sugar and nucleotide sugar metabolism were also increased in tumor tissues. Additional pathways, including nicotinate and nicotinamide metabolism and arginine and proline metabolism, were also enriched. Principal component analysis showed partial separation between tumor and normal samples, indicating global metabolic differences between the two groups. These findings indicate metabolic alterations across multiple pathways in BTC. Conclusions: Paired tissue metabolomics revealed coordinated metabolic alterations in BTC involving choline phospholipid precursor metabolism, amino sugar and nucleotide sugar metabolism, and additional amino acid-related pathways. These results highlight the presence of broad metabolic reprogramming in BTC and underscore the importance of tissue-based metabolomic profiling for characterizing tumor metabolism. Keywords: Amino acid metabolism; Biliary tract cancer; Choline phospholipid precursor metabolism; Metabolomics; Pathway analysis.

BACKGROUND: Pathway enrichment analysis is a crucial method for the biological interpretation of metabolomic data by identifying associations between altered metabolites and biological pathways. However, such traditional approaches often rely on a limited set of predefined metabolic pathways, resulting in a low likelihood of discovering pathways associated with a given metabolic profile. To overcome this limitation, we extended our previously developed iDMET methodology to incorporate a broader range of metabolite sets, including those derived from differential metabolomic profiles. This enhanced approach, termed iDMET+, significantly expands dataset diversity and size, increasing the likelihood of discovering associated metabolite sets for a given metabolic profile, thereby enables more biological insights to be obtained from the metabolic profile. RESULTS: We validated iDMET+ through case studies on three diseases: clear cell renal cell carcinoma, colorectal cancer, and small cell lung cancer. First, using a clear cell renal cell carcinoma study as input, iDMET+ correctly identified another study of the same disease that involved metabolomic analysis. This pair of studies was identified as relevant in our previous iDMET results, showing the consistency between iDMET+ and iDMET. Second, using the metabolomic profile of colorectal cancer as input, iDMET+ identified not only another metabolomic study of the same cancer but, surprisingly, also metabolomic studies on prostate cancer and a high-fat diet. These studies focused on MYC-driven metabolic reprogramming, which was also a major focus of the input study. In both case studies, related studies were enriched because the differential metabolomic profiles of directly associated studies were part of the metabolite set. In contrast, the small cell lung cancer study highlighted limitations in dataset coverage—the absence of directly relevant differential metabolomic profiles resulted in fewer enriched metabolite sets. Nevertheless, the analysis of commonly altered metabolites still yielded some meaningful results. Metabolite alterations associated with inhibition of the purine salvage pathway were observed, suggesting potential involvement in tumor metabolic reprogramming. CONCLUSIONS: These results demonstrate that iDMET+ offers broader biologically relevant information than the conventional pathway-based approaches and has the potential to uncover biologically significant findings by searching across diverse datasets. This work also identifies areas of improvements for iDMET+.

Introduction: Metabolites are associated with the biology of cancer; however, no metabolites related to prognosis have been identified in head and neck cancer. This study aimed to identify metabolites associated with prognosis in patients with hypopharyngeal squamous cell carcinoma (HPSCC). Methods: Fifty-two patients who underwent surgery for HPSCC were included and randomly divided into test and validation cohorts of 26 patients each for further metabolome analysis using capillary electrophoresis/mass spectrometry on tumor and non-tumor tissues of the hypopharynx. Twenty-two patients who received adjuvant therapy after surgery were included. The receiver operating characteristic (ROC) and univariate and multivariate analyses were used to explore the relationship between recurrence-free survival (RFS), clinicopathological factors, and differentiated metabolites. Results: ROC analysis revealed six metabolites significantly associated with RFS in both cohorts, and multivariate analysis indicated that 2,3-pyridinedicarboxylate was a significantly independent poorer prognostic factor in the cohorts including patients with HPSCC without any adjuvant therapies (p = 0.017). Conclusion: 2,3-Pyridinedicarboxylate, involved in NAD+ metabolism and genomic stability, suggests the possibility of developing molecular-targeted drugs for the production of metabolites related to prognosis. This study identifies novel prognostic metabolites and their associated metabolic pathways in HPSCC, highlighting potential therapeutic targets for treatment. Keywords: 2,3-Pyridinedicarboxylate; Hypopharyngeal squamous cell carcinoma; Metabolites; Recurrence-free survival.

Context: Previous metabolomics studies suggest potential associations between menopausal changes in lipids and an increased risk of metabolic syndrome (MetS). However, longitudinal data on other key metabolites, such as branched-chain amino acids and homocysteine, remain limited, and most studies lack long-term follow-up across the menopause transition. Objective: This study aimed to investigate longitudinal changes in circulating metabolites during menopause over a mean follow-up of 5 years and assess their associations with subsequent MetS development. Methods: Premenopausal women from the Tsuruoka Metabolomics Cohort Study who participated in at least one follow-up survey were included. Menopausal status, data on MetS, and plasma metabolites profiled using capillary electrophoresis mass spectrometry were assessed at each visit. Thirty-one metabolites were examined for associations with menopausal status using mixed-effects models. The association of these menopause-related metabolites with MetS development was examined via logistic regression analysis adjusted for follow-up duration. Results: Among 953 women (43.8 ± 5.4 years old), 316 (33.2%) reached menopause during follow-up (5.0 ± 1.1 years). Eighteen metabolites changed significantly with menopause, particularly those related to BCAA metabolism, urea cycle, and homocysteine metabolism. Of 695 women without MetS at baseline, 65 (9.4%) developed MetS. Glutamate (odds ratio [95% confidence interval]: 1.95 [1.49-2.57]) was associated with higher MetS risk. Higher levels of glutamate, valine, leucine, and cystine were significantly associated with the development of hyperglycemia. Conclusions: Longitudinal changes in charged metabolites occur across the menopausal transition, with specific metabolites such as glutamate possibly contributing to the metabolic alterations underlying increased MetS risk.

Starvation induces complex metabolic adaptations in skeletal muscle, a key tissue for maintaining energy homeostasis; however, these adaptations are largely impaired in obesity. How obesity alters global metabolic adaptations to starvation in skeletal muscle remains unclear. Here, we analyzed the metabolic adaptations on a trans-omics scale during starvation in skeletal muscle from wild-type (WT) and leptin-deficient obese (ob/ob) mice. We measured multi-omics data during starvation and constructed global trans-omics networks in WT and ob/ob mice. We found that starvation induces “responsiveness” in WT mice, characterized by increases or decreases in key regulator metabolites, including ATP and AMP, as well as enzyme proteins, leading to global regulation of metabolic pathways, which was lost in ob/ob mice. In contrast, during starvation, ob/ob mice exhibit “difference” in comparison to WT mice, manifested by the persistently elevated expression of metabolic enzymes. These features were similarly found in liver, another key metabolic organ. Thus, global loss of responsiveness and elevated enzyme proteins are systemic features of metabolic dysregulation in ob/ob mice.