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1. Multiomics Integration Reveals a Metabolic Myopathy in Cardiometabolic HFpEF

   https://doi.org/10.64898/2025.12.15.694522  

   Allerton, Timothy D; Arabie, Daniel; Malone, Kade; Pandit, Abhishek; Elbatreek, Mahmoud H; Li, Zhen; Noland, Robert C; Doiron, Jake; Kinter, Mike; Loveland, Brooke; et al (December 2025, bioRxiv)

   ABSTRACT BackgroundSkeletal muscle dysfunction is a major peripheral determinant of exercise intolerance and physical disability in heart failure with preserved ejection fraction (HFpEF). Metabolic and mitochondrial dysfunction are considered to be key components of skeletal muscle dysfunction, but comprehensive profiling of metabolic pathways has not been conducted. Elucidation of dysregulated metabolic pathways is essential to determine viable targets for the treatment of exercise intolerance in HFpEF. MethodsMale ZSF1 Obese rats (HFpEF) and Wistar Kyoto (WKY) lean normotensive controls were studied at 26 weeks of age. Gastrocnemius was subjected to bulk RNA-seq, proteomics, metabolomics, and lipidomics analysis. The R packagelimmawas used to determine differential expression in all omics layers (absolute fold-change>1.5, FDR0.05, unless otherwise indicated). Additional targeted plasma and skeletal muscle (soleus and EDL) metabolomics and lipidomics were performed on HFpEF and control rats. ResultsPathway level analysis for RNA seq and proteomics revealed significant downregulation of oxidative phosphorylation (NES -2.1, p<0.005), electron transport chain (NES -2.0, p<0.005), and TCA cycle (-1.8, p<0.05). The most upregulated pathways were PPAR signaling (NES 2.2, p<0.0001), tryptophan metabolism (NES 1.8, P<0.005), and amino acid oxidation (NES 1.8, p<0.005) pathways. Metabolomics revealed an accumulation of TCA cycle intermediate, isocitrate, and phosphate reduction. Branched-chain amino acids were significantly increased, whereas amino acids related to tryptophan metabolism were reduced and shifted towards increased serotonin accumulation. Phospholipid species were differentially regulated with increased palmitoylated phosphatidylcholines but reduced arachidonoyl-PC species. Phosphatidylethanolamines (PE) species (16:0/16:1-18:0/18:2) were increased. ConclusionOur multiomics analysis of skeletal muscle in HFpEF revealed severe mitochondrial dysfunction that was characterized by reduced complex I and II activity. Mitochondrial and peroxisomal lipid overload results in a shift in membrane phospholipid accumulation and composition. Reduced BCAA oxidation and dysregulation of tryptophan metabolism are key features of amino acid metabolism that reduce anaplerosis and promote the accumulation of toxic metabolites. Comparative analysis of other skeletal muscle disorders suggests that an acquired metabolic myopathy exists in cardiometabolic HFpEF. 

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2. Differential carbon source utilization drives metabolic state and resuscitation in antibiotic-tolerant persister cells

   https://doi.org/10.3389/fphar.2025.1634627  

   Sun, Yufei; Roy, Sweta; Yang, Qingbo; Tang, Yinjie J; Ren, Dacheng (September 2025, Frontiers in Pharmacology)

   IntroductionPersistent infections remain challenging due to dormant bacterial cells that tolerate conventional antibiotics. Specifically, persister cells, phenotypic variants characterized by high antibiotic tolerance, can resume growth once antibiotic stress is alleviated. While general metabolic traits of persister cells have been documented, the metabolic shifts during persistence and resuscitation remain poorly understood. MethodsWe applied stable isotope labeling using¹³C-glucose and¹³C-acetate to investigate metabolism inEscherichia colipersisters induced by carbonyl cyanide m-chlorophenyl hydrazone (CCCP). Labeling incorporation into metabolic intermediates and proteinogenic amino acids was measured using LC-MS and GC-MS. ResultsThe results demonstrated major differences in metabolic activities between normal and persister cells. Compared to normal cells, persister cells exhibited reduced metabolism. Peripheral pathways including parts of the central pathway, the pentose phosphate pathway, and the tricarboxylic acid (TCA) cycle, exhibited delayed labeling dynamics in persister cells. Proteinogenic amino acid profiling further demonstrated generalized but reduced labeling in persisters when using glucose as the sole carbon source, indicating a uniform slowdown in protein synthesis. Under acetate conditions, persister cells exhibited a more substantial metabolic shutdown, with markedly reduced labeling across nearly all pathway intermediates and amino acids. This reduction is likely due to substrate inhibition coupled with ATP demands required to activate acetate for central metabolism. DiscussionThese findings help improve the understanding of bacterial persistence by demonstrating that persister cell metabolism adapts to available carbon sources. These insights into persister metabolism may inform the development of targeted strategies to more effectively combat persistent bacterial infections. 

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3. Metabolomic Responses of Green Alga Chlamydomonas reinhardtii Exposed to Sublethal Concentrations of Inorganic and Methylmercury.

   https://doi.org/10.1021/ acs.est.0c08416  

   Slaveykova, Vera I.; Majumdar, Sanghamitra; Regier, Nicole; Li, Weiwei; Keller, Arturo A. (February 2021, Environmental science and technology)

   Metabolomics characterizes low-molecular-weight molecules involved in different biochemical reactions and provides an integrated assessment of the physiological state of an organism. By using liquid chromatography–mass spectrometry targeted metabolomics, we examined the response of green alga Chlamydomonas reinhardtii to sublethal concentrations of inorganic mercury (IHg) and monomethylmercury (MeHg). We quantified the changes in the levels of 93 metabolites preselected based on the disturbed metabolic pathways obtained in a previous transcriptomics study. Metabolites are downstream products of the gene transcription; hence, metabolite quantification provided information about the biochemical status of the algal cells exposed to Hg compounds. The results showed that the alga adjusts its metabolism during 2 h exposure to 5 × 10–9 and 5 × 10–8 mol L–1 IHg and MeHg by increasing the level of various metabolites involved in amino acid and nucleotide metabolism, photorespiration, and tricarboxylic acid (TCA) cycle, as well as the metabolism of fatty acids, carbohydrates, and antioxidants. Most of the metabolic perturbations in the alga were common for IHg and MeHg treatments. However, the exposure to IHg resulted in more pronounced perturbations in the fatty acid and TCA metabolism as compared with the exposure to MeHg. The observed metabolic perturbations were generally consistent with our previously published transcriptomics results for C. reinhardtii exposed to the comparable level of IHg and MeHg. The results highlight the potential of metabolomics for toxicity evaluation, especially to detect effects at an early stage of exposure prior to their physiological appearance. 

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4. Analogous Metabolic Decoupling in Pseudomonas putida and Comamonas testosteroni Implies Energetic Bypass to Facilitate Gluconeogenic Growth

   https://doi.org/10.1128/mbio.03259-21  

   Wilkes, Rebecca A.; Waldbauer, Jacob; Aristilde, Ludmilla (December 2021, mBio)

   Dunn, Anne K.; Ruby, Edward G. (Ed.)

   ABSTRACT Gluconeogenic carbon metabolism is not well understood, especially within the context of flux partitioning between energy generation and biomass production, despite the importance of gluconeogenic carbon substrates in natural and engineered carbon processing. Here, using multiple omics approaches, we elucidate the metabolic mechanisms that facilitate gluconeogenic fast-growth phenotypes in Pseudomonas putida and Comamonas testosteroni , two Proteobacteria species with distinct metabolic networks. In contrast to the genetic constraint of C. testosteroni , which lacks the enzymes required for both sugar uptake and a complete oxidative pentose phosphate (PP) pathway, sugar metabolism in P. putida is known to generate surplus NADPH by relying on the oxidative PP pathway within its characteristic cyclic connection between the Entner-Doudoroff (ED) and Embden-Meyerhoff-Parnas (EMP) pathways. Remarkably, similar to the genome-based metabolic decoupling in C. testosteroni , our 13 C-fluxomics reveals an inactive oxidative PP pathway and disconnected EMP and ED pathways in P. putida during gluconeogenic feeding, thus requiring transhydrogenase reactions to supply NADPH for anabolism in both species by leveraging the high tricarboxylic acid cycle flux during gluconeogenic growth. Furthermore, metabolomics and proteomics analyses of both species during gluconeogenic feeding, relative to glycolytic feeding, demonstrate a 5-fold depletion in phosphorylated metabolites and the absence of or up to a 17-fold decrease in proteins of the PP and ED pathways. Such metabolic remodeling, which is reportedly lacking in Escherichia coli exhibiting a gluconeogenic slow-growth phenotype, may serve to minimize futile carbon cycling while favoring the gluconeogenic metabolic regime in relevant proteobacterial species. IMPORTANCE Glycolytic metabolism of sugars is extensively studied in the Proteobacteria , but gluconeogenic carbon sources (e.g., organic acids, amino acids, aromatics) that feed into the tricarboxylic acid (TCA) cycle are widely reported to produce a fast-growth phenotype, particularly in species with biotechnological relevance. Much remains unknown about the importance of glycolysis-associated pathways in the metabolism of gluconeogenic carbon substrates. Here, we demonstrate that two distinct proteobacterial species, through genetic constraints or metabolic regulation at specific metabolic nodes, bypass the oxidative PP pathway during gluconeogenic growth and avoid unnecessary carbon fluxes by depleting protein investment into connected glycolysis pathways. Both species can leverage instead the high TCA cycle flux during gluconeogenic feeding to meet NADPH demand. Importantly, lack of a complete oxidative pentose phosphate pathway is a widespread metabolic trait in Proteobacteria with a gluconeogenic carbon preference, thus highlighting the important relevance of our findings toward elucidating the metabolic architecture in these bacteria. 

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5. Proteogenomic analyses indicate bacterial methylotrophy and archaeal heterotrophy are prevalent below the grass root zone

   https://doi.org/10.7717/peerj.2687  

   Butterfield, Cristina N.; Li, Zhou; Andeer, Peter F.; Spaulding, Susan; Thomas, Brian C.; Singh, Andrea; Hettich, Robert L.; Suttle, Kenwyn B.; Probst, Alexander J.; Tringe, Susannah G.; et al (January 2016, PeerJ)

   Annually, half of all plant-derived carbon is added to soil where it is microbially respired to CO 2 . However, understanding of the microbiology of this process is limited because most culture-independent methods cannot link metabolic processes to the organisms present, and this link to causative agents is necessary to predict the results of perturbations on the system. We collected soil samples at two sub-root depths (10–20 cm and 30–40 cm) before and after a rainfall-driven nutrient perturbation event in a Northern California grassland that experiences a Mediterranean climate. From ten samples, we reconstructed 198 metagenome-assembled genomes that represent all major phylotypes. We also quantified 6,835 proteins and 175 metabolites and showed that after the rain event the concentrations of many sugars and amino acids approach zero at the base of the soil profile. Unexpectedly, the genomes of novel members of the Gemmatimonadetes and Candidate Phylum Rokubacteria phyla encode pathways for methylotrophy. We infer that these abundant organisms contribute substantially to carbon turnover in the soil, given that methylotrophy proteins were among the most abundant proteins in the proteome. Previously undescribed Bathyarchaeota and Thermoplasmatales archaea are abundant in deeper soil horizons and are inferred to contribute appreciably to aromatic amino acid degradation. Many of the other bacteria appear to breakdown other components of plant biomass, as evidenced by the prevalence of various sugar and amino acid transporters and corresponding hydrolyzing machinery in the proteome. Overall, our work provides organism-resolved insight into the spatial distribution of bacteria and archaea whose activities combine to degrade plant-derived organics, limiting the transport of methanol, amino acids and sugars into underlying weathered rock. The new insights into the soil carbon cycle during an intense period of carbon turnover, including biogeochemical roles to previously little known soil microbes, were made possible via the combination of metagenomics, proteomics, and metabolomics. 

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