BACKGROUND: It is unknown whether cardiac resynchronization therapy (CRT) improves systemic metabolomic profile by enhancing left ventricular function. The observational cohort study aimed to investigate the effect of CRT on left ventricular ejection fraction (LVEF) and circulating plasma metabolites in patients who had heart failure with reduced LVEF. METHODS: We prospectively screened patients with ischemic cardiomyopathy and nonischemic cardiomyopathy who received CRT with a defibrillator for LVEF ≤35% according to current guidelines. Clinical assessment included echocardiography and device interrogation. Blood samples for metabolomic analysis were collected before CRT and at 6-month follow-up. Plasma was subjected to gas chromatography-mass spectrometry and 1 H nuclear magnetic resonance-based metabolomic analysis. RESULTS: Totally 92 patients were enrolled, with a mean age of 67.3±11.3 years (37.0% female). LVEF was significantly improved from 28.9±7.6% at baseline to 36.0±11.3% at 6 months ( P <0.001) and to 40.1±12.6% at 12 months ( P <0.001). After CRT, 42 metabolite features were significantly decreased compared with the baseline. The ketone bodies, including 3-hydroxybutyrate ( P <0.001) and acetone ( P =0.01), were reduced. A branched-chain amino acid, isoleucine, was also decreased after CRT ( P =0.01). These metabolomic changes were mainly observed in the nonischemic cardiomyopathy group, while the metabolomic profile in the ischemic cardiomyopathy group was characterized by enhanced amino acid oxidation and elevated levels of lactate and pyruvate. The improvement in LVEF positively correlated with the ratio of changes in ketone bodies and isoleucine. CONCLUSIONS: CRT may modulate the systemic plasma metabolomic profile, which correlated with improvement in left ventricular function in patients with severe heart failure with reduced ejection fraction.
Integrating metabolomics and histopathology: A method for metabolite recovery from fixed tissue specimens
Structural Dynamics | May 1, 2026 | Volume: 13 | Issue: 3 | Pages: No page available
Combined histopathological and metabolomic analysis of the same tissue specimen can reduce biological variability compared to independent analyses of similar samples. However, conventional workflows are incompatible: tissue fixation leads to metabolite loss through dilution and chemical reactions with fixative, while metabolomic extraction typically destroys the specimen. We propose a method that reconciles these conflicting requirements by enabling metabolite recovery from fixative while preserving tissue for histopathology. In this approach, tissue is initially fixed in a small volume of fixative; an aliquot of the fixative is then collected for nuclear magnetic resonance-based metabolomic analysis before additional fixative is added for standard processing. As a proof-of-concept, mouse kidneys from the same subject were analyzed using two protocols: standard perchloric acid extraction (ensuring complete metabolite recovery but destroying tissue) and metabolite extraction from fixative. Several metabolites were fully recoverable from the fixative, others partially, while some were lost due to chemical reactions. Despite some limitations, this strategy may be useful for analyzing precious specimens, such as human biopsies, that must remain intact for further studies. Moreover, using the same specimen for dual analyses reduces the number of animals required and enhances statistical robustness.
A brief harvesting-freezing delay significantly alters the kidney metabolome and leads to false positive and negative results
American Journal of Physiology-Renal Physiology | August 29, 2024 | Volume: 327 | Issue: 5 | Pages: F697-F711
Our study shows that a brief harvesting-freezing delay associated with organ collection and freezing can significantly alter the kidney metabolic profile of both male and female wild-type and a genetic model of chronic kidney disease. Importantly, given that the effect of this delay differs among genotypes, it is not safe to assume that equally delaying harvesting-freezing in wild-type and polycystic kidney disease kidneys adequately controls this effect, ultimately leading to false positive and negative results among different renal diseases.
Abstract 18852: Adenylate Kinase Phosphotransfer and AMP Signaling Regulate Cardiomyocyte Cell Cycle and Heart Regenerative Capacity
Circulation | April 23, 2024 | Volume: 126 | Issue: suppl_21 | Pages: No page available
The mammalian heart loses its regenerative potential within a week after birth. Although under certain circumstances adult cardiomyocytes can re-enter the cell cycle, initiate DNA synthesis and progress towards mitosis, however, they do not complete a conventional mitosis cycle and proceed towards endomitosis resulting in polyploidy. This suggests that high-energy dependent steps in cell cycle and myofibrillar disassembly are malfunctioning in adult cardiomyocytes. It is known that nucleotide-based energetic signaling and metabolic environment are critical for initiation of tissue regeneration after injury. The regulatory mechanisms and energetic-metabolic signaling circuits that govern cardiomyocyte cell cycle withdrawal and binucleation are poorly understood. Using mouse neonatal (2 and 10 days) hearts, with high and low regenerative capacity, respectively, we have determined metabolomic profiles and dynamics of phosphotransfer circuits and AMP-signaling using 18O-phosphoryl labeling mass-spectrometric and 18O-assisted 31P NMR techniques. The results demonstrate that loss of heart regenerative capacity 10 days after birth is associated with marked changes in heart metabolome and adenylate kinase (AK)-catalyzed phosphotransfer flux. Among most altered metabolites were putrescine and myo-inositol, involved in tissue regeneration, Krebs cycle and amino acid metabolites, creatinine, glucose-6-phosphate and lactate indicating rearrangements in energy and substrate metabolic systems. AK flux was the only phosphotransfer flux significantly upregulated in hearts at 10 days of age along with increased in mitochondrial and glycolytic capacities and mitochondrial AK2 expression. Increased AK2 expression was associated with augmented AMP phosphorylation, measured by generation of β-ATP[18O], and reduction of AMPK activity. Thus, increased channeling of AMP into mitochondria and reduction of AK-AMP-AMPK signaling axis could contribute to the withdrawal from completion of cell cycle in terminally differentiated adult cardiomyocytes. The uncovered metabolic signaling mechanism opens new avenues for targeted regulation of heart regenerative potential critical for repair of injured hearts.
Abstract 18444: Effects of Cardiac Resynchronization Therapy on Transcardiac Metabolomic Profile and Substrate Utilization
Circulation | April 23, 2024 | Volume: 124 | Issue: suppl_21 | Pages: No page available
Introduction: Cardiac remodeling in heart failure (HF) is associated with conduction abnormalities and dyssynchrony which results in poorly coordinated contractions precipitating metabolic heterogeneity and energetic inefficiency. Cardiac resynchronization therapy (CRT) improves HF symptoms, ventricular function and overall survival. The aim of this study was to determine the changes in metabolomic profiles and substrate utilization after CRT. Methods: 18 patients with advanced HF and 7 healthy controls were included in this study. Blood samples were collected from peripheral vein, femoral artery (FA) and coronary sinus (CS) before and 10-min after CRT. Metabolomic profiling of plasma samples were performed using GC/MS and 1 H NMR spectroscopy. Partial Least Squares Discriminant Analysis (PLS-DA) score plots and regression coefficients were used to examine metabolomic profiles. Results: HF patients have altered plasma metabolomic profile (Fig. A) with distinct panel of metabolites including free fatty acids (FFA), glycerol, 2-hydroxybutyrate, glycine, succinate and uric acid important in group classification compared to controls. Increased release of fumarate and glycerol-3-phosphate from myocardium in HF indicate mitochondrial and substrate shuttle dysfunction. Immediately after CRT, transcardiac metabolomic profile of plasma from CS shifted to a different state with increased myocardial uptake and metabolism of FFA and decreased release of creatinine indicating improved energetic conditions (Fig. B). Conclusion: Metabolomic profiling indicates that CRT improves myocardial substrate metabolism and utilization in patients with advanced HF.
Mitochondrial Metabolic Dysregulation and Structural Abnormalities in a Rat Model of Polycystic Kidney Disease
The FASEB Journal | November 26, 2023 | Volume: 31 | Issue: S1 | Pages: No page available
Background Autosomal Dominant Polycystic Kidney Disease (PKD) is the most frequent hereditary renal disease and the fourth leading cause of end‐stage renal disease. However, the exact mechanisms of cystogenesis and disease progression remain to be elucidated. Recent evidence suggests that a metabolic reprograming may underlie the dysregulation of several signaling pathways known to be affected in PKD. To identify the metabolic pathways associated with cystogenesis in the PKD kidney, we characterized the urinary, plasma, and tissue metabolome of PCK (a well established model of PKD) compared to Sprague‐Dawley (SD) wild‐type rats. Methods Male and female PCK and SD rats were treated with dDAVP (PCK‐D, n=16 or SD‐D, n=12) to aggravate the cystic phenotype and achieve animals with different degrees of disease severity for a given age, or saline solution (PCK‐S, n=16 or SD‐S, n=12) as controls. Total kidney volume (TKV) gold standard to assess disease severity, were measured by MRI, and urinary, plasma, and tissue metabolites by proton nuclear magnetic resonance, 1H‐NMR. Kidney metabolites identified from renal tissues collected at euthanasia were correlated with TKV. Mitochondrial structure was assessed by electron microscopy in proximal tubules (PT), medullary thick ascending limb (mTAL), distal tubules (DT), and collecting ducts (CD). Results Consistent with previously published data, administration of dDAVP significantly aggravated the disease in PCK rats (TKV) without inducing a cystic phenotype in SD rats (). Analysis of PCK and SD metabolomes by Partial least squares‐discriminant analysis (PLS‐DA) score plots showed a significant separation between the groups (). Integration of tissue, urine and plasma analysis revealed 5 metabolites (α‐ketoglutarate, fumarate, malate, citrate, and hippurate) consistently differentially expressed, among which 4 participate in the mitochondrial tricarboxylic acid (TCA) cycle (). Moreover, tissue TCA cycle metabolites correlated directly with TKV (). Mitochondrial area and matrix density were preserved in PT, mTAL, and DT of PCK rats, yet disruption of cristae membranes, swelling, and decreased matrix density were observed in their CD cystic cells (). Conclusions Comprehensive multilevel metabolomics analysis showed significant dysregulations of several mitochondrial TCA cycle metabolites in PCK rats, which further aggravated with the more severe phenotype. Notably, these changes were associated with mitochondrial structural abnormalities in the CD. Our observations suggest that mitochondrial damage and metabolic dysregulations may be implicated in cystogenesis, and position mitochondria as important therapeutic targets in PKD. Support or Funding Information This study was supported by the Mayo Translational Polycystic Kidney Disease Center (NIDDK P30 DK090728) and an endowment from Robert M. and Billie J. Pirnie for Kidney Research
Pyruvate dehydrogenase kinase regulates vascular inflammation in atherosclerosis and increases cardiovascular risk
Cardiovascular Research | March 3, 2023 | Volume: 119 | Issue: 7 | Pages: 1524-1536
Abstract Aims Recent studies have revealed a close connection between cellular metabolism and the chronic inflammatory process of atherosclerosis. While the link between systemic metabolism and atherosclerosis is well established, the implications of altered metabolism in the artery wall are less understood. Pyruvate dehydrogenase kinase (PDK)-dependent inhibition of pyruvate dehydrogenase (PDH) has been identified as a major metabolic step regulating inflammation. Whether the PDK/PDH axis plays a role in vascular inflammation and atherosclerotic cardiovascular disease remains unclear. Methods and results Gene profiling of human atherosclerotic plaques revealed a strong correlation between PDK1 and PDK4 transcript levels and the expression of pro-inflammatory and destabilizing genes. Remarkably, the PDK1 and PDK4 expression correlated with a more vulnerable plaque phenotype, and PDK1 expression was found to predict future major adverse cardiovascular events. Using the small-molecule PDK inhibitor dichloroacetate (DCA) that restores arterial PDH activity, we demonstrated that the PDK/PDH axis is a major immunometabolic pathway, regulating immune cell polarization, plaque development, and fibrous cap formation in Apoe−/− mice. Surprisingly, we discovered that DCA regulates succinate release and mitigates its GPR91-dependent signals promoting NLRP3 inflammasome activation and IL-1β secretion by macrophages in the plaque. Conclusions We have demonstrated for the first time that the PDK/PDH axis is associated with vascular inflammation in humans and particularly that the PDK1 isozyme is associated with more severe disease and could predict secondary cardiovascular events. Moreover, we demonstrate that targeting the PDK/PDH axis with DCA skews the immune system, inhibits vascular inflammation and atherogenesis, and promotes plaque stability features in Apoe−/− mice. These results point toward a promising treatment to combat atherosclerosis.
Abstract P331: Metabolic Dynamics and Phosphometabolomic Fingerprinting Using
18
O-Assisted
31
P NMR and Mass Spectrometry
Circulation Research | March 20, 2022 | Volume: 109 | Issue: suppl_1 | Pages: No page available
Evaluation of disease phenotypes and drug effects requires knowledge not only metabolite levels but also their turnover rates from which metabolic fluxes and status of the whole energetic system can be determined. Oxygen-18-assited 31 P NMR and mass spectrometric technique uniquely allow simultaneous measurements of phosphorus-containing metabolite levels and their turnover rates. This includes simultaneous recordings of 18 O-labeling rates reflecting ATP synthesis (γ-ATP) and ATP utilization (Pi), phosphotransfer fluxes through adenylate kinase (β-ATP/ADP), creatine kinase (CrP) and glycolytic pathways (G-6-P) as well as Krebs cycle associated mitochondrial nucleotide turnover (γ/β-GTP), substrate shuttle (G-3-P) and glycogen metabolism (G-1-P). Metabolomic and fluxomic profiling of hearts and body fluids of phosphotransfer enzyme deficient transgenic animals using 18 O-assisted GC/MS, 1 H and 18 O-assisted 31 P NMR indicate selective metabolic perturbations and adaptations in the whole energetic system. Adenylate kinase and creatine kinase deficiencies were associated with altered metabolomic profiles, increased mitochondrial capacities and redistribution of phosphotransfer flux through glycolytic and guanine nucleotide systems. These phosphometabolomic alterations were more expressed when animals were subjected to treadmill exercise, mitochondria-targeting drugs such as metformin and high-fat diet. Metabolite turnover rates are correlated with heart performance unveiling robustness and dynamics rearrangements in cell bioenergetics infrastructure. Glycerophosphate, G-3-P, metabolic dynamics is altered in transgenic animal models indicating defects in substrate shuttle and supply of reducing equivalents to mitochondria. This is of importance since G-3-P metabolic abnormalities and metabolic arrest are linked to human diseases such as sudden death syndrome. Thus, our study demonstrates that phosphometabolomic and fluxomic profiling is a valuable tool for metabolic phenotyping of transgenic animal models of human diseases as well as for plasma biomarker identification and monitoring of treatment efficacy and drug toxicity.
Abstract P242: Adenylate Kinase 2 Deficiency Disrupts Mitochondrial Energetics, AMP Metabolic Signaling, and Metabolomic Response to Myocardial Stress
Circulation Research | March 20, 2022 | Volume: 109 | Issue: suppl_1 | Pages: No page available
Adenylate kinase 2 (AK2) isoform in mitochondrial intermembrane/intracristal space provides a conduit facilitating ATP export and delivery to cellular ATPases. AK2+/- transgenic mice is viable while homozygous AK2-/- deficiency results in midgestation embryonic lethality. AK2-/- mouse embryonic fibroblasts (MEFs) have severely disrupted mitochondrial cristae structure and display low growth and proliferation potential. Protein knockdown using siRNA indicates that AK2 is critical for cardiomyocyte mitochondrial biogenesis and network formation. Transgenic AK2+/- hearts display greater changes in AMP/ATP ratio and AMPK activation during ischemia compared to wild type suggesting deficient tuning of AMP signals. Metabolomic profile of AK2+/- hearts subjected to myocardial ischemia indicate lower ability to maintain adenine and guanine nucleotide pools. AK2+/- mice have abnormal metabolomic response to treadmill exercise compared to wild type. Metabolomic profiling revealed that most significant plasma metabolites critical in the discrimination between wild type and AK2+/- phenotypes were adenosine, tyrosine, tryptophan and hypoxanthine indicating lower energetic potential of AK2+/- mice. AK2+/- hearts have increased mitochondrial creatine kinase CKmit content which could be viewed as a compensatory mechanism. Thus, AK2 is the first phosphotransfer enzyme which deficiency causes embryonic lethality indicating critical significance of catalyzed nucleotide exchange and conductive transfer in the narrow and crowded mitochondrial intermembrane/intracristal space.
Abstract 157: Metabolomic Profiling of AMP-Signaling Stress: Effects of Metformin on Wild Type and Adenylate Kinase AK1-/- Transgenic Mice
Circulation Research | July 3, 2021 | Volume: 111 | Issue: suppl_1 | Pages: No page available
Metabolic drugs frequently target mitochondrial functions and AMP signaling. Metformin, one of the most prescribed anti-diabetic medications, exerts its glucose lowering effect through mild interference with mitochondrial energy metabolism triggering homeostatic adenylate kinase (AK)-catalyzed AMP and downstream AMPK signaling. However, metabolomic signature of drug-induced “therapeutic mitochondrial toxicity" and energetic imbalance-induced AMP signaling are poorly understood. This work was aimed to determine metabolomic representation of metformin-induced mitochondrial and AMP signaling stress by comparing wild type and AK1-deficient mice with compromised AMP-signaling. Metabolomic profiling of plasma and urine samples from wild type mice treated with metformin revealed distinct metabolic signature suggesting altered energy, Krebs cycle, lipid and ketone body metabolism, with higher levels of creatinine, malate, α-ketoglutarate, FFA, glycerol, glycerol-3-phosphate, 3-hydroxybutyrate and hypoxanthine. Contrary to expectations glucose lowering effect of metformin was greater in energetically and AMP-signaling compromised AK1-/- mice. Metformin action on AK1 deficient mice was characterized by increased levels of creatinine, lactate, alanine, FFA, phosphoserine, acetoacetate, 3-hydroxybutyrate, malate and α-ketoglutarate indicating broader alterations in energy, glycolytic, Krebs cycle, ketone body, lipid and amino acid metabolism. At baseline, livers from AK1-/- mice had higher AMP/ADP and pAMPKα/AMPKα ratios compared to wild type. There were no significant sustained changes in global nucleotide ratios after metformin treatment. Overall metabolomic profile of AK1-/- mice indicate larger disturbances in energetic and substrate metabolic networks after metformin treatment compared to wild type. Thus, this study revealed specific metabolomic signatures of metformin therapeutic action and mitochondrial toxicity indicating that genetic and metabolic background modulate individual response to metformin treatment.