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Meggiolaro L, Moschino L, Stocchero M, Giordano G, Vida V, Di Salvo G, Baraldi E. Metabolomic profiling of infants undergoing cardiopulmonary bypass and association with clinical outcomes: a systematic review. Front Cardiovasc Med 2024; 11:1491046. [PMID: 39610977 PMCID: PMC11602462 DOI: 10.3389/fcvm.2024.1491046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Accepted: 10/21/2024] [Indexed: 11/30/2024] Open
Abstract
Introduction The incidence of adverse short-term outcomes for infants who undergo complex congenital heart disease (CHD) surgery with cardiopulmonary bypass (CPB) is still high. Early identification and treatment of high-risk patients remain challenging, especially because clinical risk factors often fail to explain the different outcomes of this vulnerable population. Metabolomics offers insight into the phenotype of the patient and the complex interplay between the genetic substrate and the environmental influences at the time of sampling. For these reasons, it may be helpful to identify the mechanisms of physio-pathological disruptions experienced in neonates undergoing congenital heart surgery and to identify potential therapeutic targets. Methods We conducted a systematic review (PROSPERO: ID 565112) of studies investigating the association between targeted or untargeted metabolomic analysis of infants undergoing elective surgery with CPB for CHD and clinical outcomes. The PRISMA guidelines were followed. We searched MEDLINE via PubMed, EMBASE via Ovid, the Cochrane Central Register of Controlled Trials, the Cochrane Library, ClinicalTrials.gov and the World Health Organization's International Trials Registry and Platform. Results Seven studies involving 509 children (aged 1 day to 21.3 months), all of whom underwent cardiac surgery requiring CPB, were included for qualitative analysis. We found associations between metabolomic profiles and various clinical outcomes, such as mortality, acute kidney injury (AKI), and neurological outcomes. Specific metabolites (mainly amino acids, their metabolic products and fatty acids) were identified as potential biomarkers for these outcomes, demonstrating the utility of metabolomics in predicting certain postoperative complications. Conclusion The quality of the evidence was limited due to heterogeneity in study designs and small sample sizes, but the findings are promising and suggest that further research is warranted to confirm these associations. Systematic Review Registration https://www.crd.york.ac.uk/prospero/, PROSPERO ID 565112.
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Affiliation(s)
- Leonardo Meggiolaro
- Neonatal Intensive Care Unit, Department of Women’s and Children’s Health, University of Padova, Padova, Italy
| | - Laura Moschino
- Neonatal Intensive Care Unit, Department of Women’s and Children’s Health, University of Padova, Padova, Italy
- Fondazione Istituto di Ricerca Pediatrica Città Della Speranza, Padova, Italy
| | - Matteo Stocchero
- Fondazione Istituto di Ricerca Pediatrica Città Della Speranza, Padova, Italy
| | - Giuseppe Giordano
- Fondazione Istituto di Ricerca Pediatrica Città Della Speranza, Padova, Italy
| | - Vladimiro Vida
- Paediatric Cardiac Surgery, Padova University Hospital, Padova, Italy
| | - Giovanni Di Salvo
- Paediatric Cardiology Unit, Department of Women’s and Children’s Health, Padova University Hospital, Padova, Italy
| | - Eugenio Baraldi
- Neonatal Intensive Care Unit, Department of Women’s and Children’s Health, University of Padova, Padova, Italy
- Fondazione Istituto di Ricerca Pediatrica Città Della Speranza, Padova, Italy
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Romanowicz J, Niemiec S, Khailova L, Lehmann T, Mancuso CA, Mitchell MB, Morgan GJ, Twite M, DiMaria MV, Klawitter J, Davidson JA, Frank BS. Perturbations of tryptophan catabolism via the kynurenine pathway are associated with stage 2 postoperative outcomes in single ventricle heart disease. Physiol Rep 2024; 12:e70133. [PMID: 39581847 PMCID: PMC11586103 DOI: 10.14814/phy2.70133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Revised: 11/14/2024] [Accepted: 11/14/2024] [Indexed: 11/26/2024] Open
Abstract
Preliminary evidence suggests perturbations of the kynurenine pathway (KP) of tryptophan metabolism in infants with single ventricle heart disease (SVHD). In 72 infants with SVHD undergoing stage 2 palliation (S2P) and 41 controls, we quantified serum KP metabolite concentrations via tandem mass spectroscopy pre-S2P and post-S2P at 2, 24, and 48 h and assessed metabolite relationships with post-S2P outcomes (length of stay, hypoxemia burden, and intubation duration). Pre-S2P, SVHD infants had lower tryptophan and serotonin levels and higher kynurenic acid, 3-hydroxykynurenine, and picolinic acid levels than controls. Post-S2P, metabolites peaked at 2 h, with return to baseline by 48 h for all except kynurenic acid, which remained elevated. Metabolite concentrations pre-S2P were poorly associated with outcomes. A lower serotonin peak 2 h post-S2P was associated with longer length of stay and intubation duration. Multiple metabolites at 24 and 48 h correlated with outcomes; notably, elevated kynurenic acid was associated with worse results for all three outcomes. Our results confirm that interstage SVHD infants have altered KP activity compared to controls. Further, the link between outcomes and KP metabolites post-S2P-but not at baseline-demonstrates that acute, perioperative changes in tryptophan catabolism may be more important to tolerating S2P physiology than chronic interstage changes.
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Affiliation(s)
- Jennifer Romanowicz
- Department of Pediatrics, Section of CardiologyChildren's Hospital Colorado and University of Colorado AnschutzAuroraColoradoUSA
| | - Sierra Niemiec
- Department of Biostatistics and InformaticsUniversity of Colorado AnschutzAuroraColoradoUSA
| | - Ludmila Khailova
- Department of Pediatrics, Section of CardiologyChildren's Hospital Colorado and University of Colorado AnschutzAuroraColoradoUSA
| | - Tanner Lehmann
- Department of Pediatrics, Section of CardiologyChildren's Hospital Colorado and University of Colorado AnschutzAuroraColoradoUSA
| | - Christopher A. Mancuso
- Department of Biostatistics and InformaticsUniversity of Colorado AnschutzAuroraColoradoUSA
| | - Max B. Mitchell
- Department of Cardiac SurgeryChildren's Hospital Colorado and University of Colorado AnschutzAuroraColoradoUSA
| | - Gareth J. Morgan
- Department of Pediatrics, Section of CardiologyChildren's Hospital Colorado and University of Colorado AnschutzAuroraColoradoUSA
| | - Mark Twite
- Department of AnesthesiologyUniversity of Colorado AnschutzAuroraColoradoUSA
| | - Michael V. DiMaria
- Congenital Heart CenterUniversity of Michigan C.S. Mott Children's HospitalAnn ArborMichiganUSA
| | - Jelena Klawitter
- Department of AnesthesiologyUniversity of Colorado AnschutzAuroraColoradoUSA
| | - Jesse A. Davidson
- Department of Pediatrics, Section of CardiologyChildren's Hospital Colorado and University of Colorado AnschutzAuroraColoradoUSA
| | - Benjamin S. Frank
- Department of Pediatrics, Section of CardiologyChildren's Hospital Colorado and University of Colorado AnschutzAuroraColoradoUSA
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Frank BS, Niemiec S, Khailova L, Mancuso CA, Lehmann T, Mitchell MB, Morgan GJ, Twite M, DiMaria MV, Klawitter J, Davidson JA. Arginine-NO metabolites are associated with morbidity in single ventricle infants undergoing stage 2 palliation. Pediatr Res 2024; 96:347-355. [PMID: 38565916 PMCID: PMC11610193 DOI: 10.1038/s41390-024-03162-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 02/01/2024] [Accepted: 03/01/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND Infants with single ventricle heart disease (SVHD) suffer morbidity from insufficient pulmonary blood flow, which may be related to impaired arginine metabolism. No prior study has reported quantitative mapping of arginine metabolites to evaluate the relationship between circulating metabolite levels and outcomes. METHODS Prospective cohort study of 75 SVHD cases peri-Stage 2 and 50 healthy controls. We targeted pre- and post-op absolute serum quantification of 9 key members of the arginine metabolism pathway by tandem mass spectrometry. Primary outcomes were length of stay (LOS) and post-Stage 2 hypoxemia. RESULTS Pre-op cases showed alteration in 6 metabolites including decreased arginine and increased asymmetric dimethyl arginine (ADMA) levels compared to controls. Post-op cases demonstrated decreased arginine and citrulline levels persisting through 48 h. Adjusting for clinical variables, lower pre-op and 2 h post-op concentrations of multiple metabolites, including arginine and citrulline, were associated with longer post-op LOS (p < 0.01). Increased ADMA at 24 h was associated with greater post-op hypoxemia burden (p < 0.05). CONCLUSION Arginine metabolism is impaired in interstage SVHD infants and is further deranged following Stage 2 palliation. Patients with greater metabolite alterations experience greater post-op morbidity. Decreased arginine metabolism may be an important driver of pathology in SVHD. IMPACT Interstage infants with SVHD have significantly altered arginine-nitric oxide metabolism compared to healthy children with deficiency of multiple pathway intermediates persisting through 48 h post-Stage 2 palliation. After controlling for clinical covariates and classic catheterization-derived predictors of Stage 2 readiness, both lower pre-operation and lower post-operation circulating metabolite levels were associated with longer post-Stage 2 LOS while increased post-Stage 2 ADMA concentration was associated with greater post-op hypoxemia. Arginine metabolism mapping offers potential for development using personalized medicine strategies as a biomarker of Stage 2 readiness and therapeutic target to improve pulmonary vascular health in infants with SVHD.
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Affiliation(s)
- Benjamin S Frank
- University of Colorado Department of Pediatrics, Section of Cardiology, Denver, CO, USA.
| | - Sierra Niemiec
- University of Colorado Department of Biostatistics and Informatics, Denver, CO, USA
| | - Ludmila Khailova
- University of Colorado Department of Pediatrics, Section of Cardiology, Denver, CO, USA
| | | | - Tanner Lehmann
- University of Colorado Department of Pediatrics, Section of Cardiology, Denver, CO, USA
| | - Max B Mitchell
- University of Colorado Department of Surgery, Denver, CO, USA
| | - Gareth J Morgan
- University of Colorado Department of Pediatrics, Section of Cardiology, Denver, CO, USA
| | - Mark Twite
- University of Colorado Department of Anesthesiology, Denver, CO, USA
| | - Michael V DiMaria
- University of Colorado Department of Pediatrics, Section of Cardiology, Denver, CO, USA
| | - Jelena Klawitter
- University of Colorado Department of Anesthesiology, Denver, CO, USA
| | - Jesse A Davidson
- University of Colorado Department of Pediatrics, Section of Cardiology, Denver, CO, USA
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Stieger A, Huber M, Yu Z, Kessler BM, Fischer R, Andereggen L, Kobel B, Stueber F, Luedi MM, Filipovic MG. Association of Indoleamine 2,3-Dioxygenase (IDO) Activity with Outcome after Cardiac Surgery in Adult Patients. Metabolites 2024; 14:334. [PMID: 38921469 PMCID: PMC11205801 DOI: 10.3390/metabo14060334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 06/05/2024] [Accepted: 06/10/2024] [Indexed: 06/27/2024] Open
Abstract
Indoleamine 2,3-deoxygenase (IDO) plays an important role in the catabolism of the amino acid tryptophan. Tryptophan and its metabolites are key immune modulators. Increased IDO activity has been observed in various diseases and is associated with worse clinical outcomes. However, comprehensive research regarding its role in cardiac surgery remains limited. Therefore, we aimed to investigate perioperative changes in IDO activity and pathway metabolites, along with their impact on clinical outcomes in adult patients undergoing cardiac surgery. As an observational cohort study conducted at the Inselspital in Bern from January to December 2019, we retrospectively analyzed the data of prospectively collected biobank samples of patients undergoing cardiac surgery with the use of cardiopulmonary bypass. IDO pathway metabolite analysis was conducted by mass spectrometry. Perioperative dynamics were descriptively assessed and associated with pre-defined clinical outcome measures (30-day mortality, 1-year mortality, incidence of stroke and myocardial infarction, and length of hospital stay) through a multi-step exploratory regression analysis. A cohort of 192 adult patients undergoing cardiac surgery with the use of cardiopulmonary bypass were included (median age 67.0, IQR 60.0-73.0, 75.5% male). A significant perioperative decrease in the kynurenine/tryptophan (Kyn/Trp) ratio (-2.298, 95% CI -4.028 to -596, p = 0.009) and significant perioperative dynamics in the associated metabolites was observed. No association of perioperative changes in IDO activity and pathway metabolites with clinical outcomes was found. A significant decrease in the Kyn/Trp ratio among adult patients undergoing cardiac surgery indicates a perioperative downregulation of IDO, which stands in contrast to other pro-inflammatory conditions. Further studies are needed to investigate IDO in the setting of perioperative immunomodulation, which is a key driver of postoperative complications in cardiac surgery patients.
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Affiliation(s)
- Andrea Stieger
- Department of Anaesthesiology and Pain Medicine, Cantonal Hospital of St. Gallen, 9007 St. Gallen, Switzerland;
| | - Markus Huber
- Department of Anaesthesiology and Pain Medicine, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland; (M.H.); (B.K.); (F.S.); (M.G.F.)
| | - Zhanru Yu
- Target Discovery Institute, Centre for Medicines Discovery, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7FZ, UK; (Z.Y.); (B.M.K.); (R.F.)
| | - Benedikt M. Kessler
- Target Discovery Institute, Centre for Medicines Discovery, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7FZ, UK; (Z.Y.); (B.M.K.); (R.F.)
| | - Roman Fischer
- Target Discovery Institute, Centre for Medicines Discovery, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7FZ, UK; (Z.Y.); (B.M.K.); (R.F.)
| | - Lukas Andereggen
- Department of Neurosurgery, Cantonal Hospital of Aarau, 5000 Aarau, Switzerland;
| | - Beatrice Kobel
- Department of Anaesthesiology and Pain Medicine, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland; (M.H.); (B.K.); (F.S.); (M.G.F.)
| | - Frank Stueber
- Department of Anaesthesiology and Pain Medicine, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland; (M.H.); (B.K.); (F.S.); (M.G.F.)
| | - Markus M. Luedi
- Department of Anaesthesiology and Pain Medicine, Cantonal Hospital of St. Gallen, 9007 St. Gallen, Switzerland;
- Department of Anaesthesiology and Pain Medicine, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland; (M.H.); (B.K.); (F.S.); (M.G.F.)
| | - Mark G. Filipovic
- Department of Anaesthesiology and Pain Medicine, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland; (M.H.); (B.K.); (F.S.); (M.G.F.)
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Samare-Najaf M, Razavinasab SA, Samareh A, Jamali N. Omics-based novel strategies in the diagnosis of endometriosis. Crit Rev Clin Lab Sci 2024; 61:205-225. [PMID: 37878077 DOI: 10.1080/10408363.2023.2270736] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Revised: 09/07/2023] [Accepted: 10/10/2023] [Indexed: 10/26/2023]
Abstract
Endometriosis, an enigmatic and chronic disorder, is considered a debilitating condition despite being benign. Globally, this gynecologic disorder affects up to 10% of females of reproductive age, impacting almost 190 million individuals. A variety of genetic and environmental factors are involved in endometriosis development, hence the pathophysiology and etiology of endometriosis remain unclear. The uncertainty of the etiology of the disease and its complexity along with nonspecific symptoms have led to misdiagnosis or lack of diagnosis of affected people. Biopsy and laparoscopy are referred to as the gold standard for endometriosis diagnosis. However, the invasiveness of the procedure, the unnecessary operation in disease-free women, and the dependence of the reliability of diagnosis on experience in this area are considered the most significant limitations. Therefore, continuous studies have attempted to offer a noninvasive and reliable approach. The recent advances in modern technologies have led to the generation of large-scale biological data sets, known as -omics data, resulting in the proceeding of the -omics century in biomedical sciences. Thereby, the present study critically reviews novel and noninvasive biomarkers that are based on -omics approaches from 2020 onward. The findings reveal that biomarkers identified based on genomics, epigenomics, transcriptomics, proteomics, and metabolomics are potentially able to diagnose endometriosis, predict prognosis, and stage patients, and potentially, in the near future, a multi-panel of these biomarkers will generate clinical benefits.
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Affiliation(s)
- Mohammad Samare-Najaf
- Blood Transfusion Research Center, High Institute for Research and Education in Transfusion Medicine, Kerman Regional Blood Transfusion Center, Kerman, Iran
- Biochemistry Department, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | | | - Ali Samareh
- Department of Clinical Biochemistry, School of Medicine, Kerman University of Medical Sciences, Kerman, Iran
| | - Navid Jamali
- Department of Laboratory Sciences, Sirjan School of Medical Sciences, Sirjan, Iran
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Davidson JA, Thomson LM, Frank BS. Invited Commentary: Omics Approaches to Mechanistic, Biomarker, and Therapeutic Development for Right Ventricular Failure in Congenital Right-Sided Obstructive Lesions: A Brave New World? World J Pediatr Congenit Heart Surg 2024; 15:174-176. [PMID: 38478369 DOI: 10.1177/21501351231217172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2024]
Affiliation(s)
- Jesse A Davidson
- Department of Pediatrics, University of Colorado - Anschutz Medical Campus, Aurora, CO, USA
- Heart Institute, Children's Hospital Colorado, Aurora, CO, USA
| | | | - Benjamin S Frank
- Department of Pediatrics, University of Colorado - Anschutz Medical Campus, Aurora, CO, USA
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Thomson LM, Mancuso CA, Wolfe KR, Khailova L, Niemiec S, Ali E, DiMaria M, Mitchell M, Twite M, Morgan G, Frank BS, Davidson JA. The proteomic fingerprint in infants with single ventricle heart disease in the interstage period: evidence of chronic inflammation and widespread activation of biological networks. Front Pediatr 2023; 11:1308700. [PMID: 38143535 PMCID: PMC10748388 DOI: 10.3389/fped.2023.1308700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 11/20/2023] [Indexed: 12/26/2023] Open
Abstract
Introduction Children with single ventricle heart disease (SVHD) experience significant morbidity across systems and time, with 70% of patients experiencing acute kidney injury, 33% neurodevelopmental impairment, 14% growth failure, and 5.5% of patients suffering necrotizing enterocolitis. Proteomics is a method to identify new biomarkers and mechanisms of injury in complex physiologic states. Methods Infants with SVHD in the interstage period were compared to similar-age healthy controls. Serum samples were collected, stored at -80°C, and run on a panel of 1,500 proteins in single batch analysis (Somalogic Inc., CO). Partial Least Squares-Discriminant Analysis (PLS-DA) was used to compare the proteomic profile of cases and controls and t-tests to detect differences in individual proteins (FDR <0.05). Protein network analysis with functional enrichment was performed in STRING and Cytoscape. Results PLS-DA readily discriminated between SVHD cases (n = 33) and controls (n = 24) based on their proteomic pattern alone (Accuracy = 0.96, R2 = 0.97, Q2 = 0.80). 568 proteins differed between groups (FDR <0.05). We identified 25 up-regulated functional clusters and 13 down-regulated. Active biological systems fell into six key groups: angiogenesis and cell proliferation/turnover, immune system activation and inflammation, altered metabolism, neural development, gastrointestinal system, and cardiac physiology and development. Conclusions We report a clear differentiation in the circulating proteome of patients with SVHD and healthy controls with >500 circulating proteins distinguishing the groups. These proteomic data identify widespread protein dysregulation across multiple biologic systems with promising biological plausibility as drivers of SVHD morbidity.
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Affiliation(s)
- Lindsay M. Thomson
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Christopher A. Mancuso
- Department of Biostatistics and Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Kelly R. Wolfe
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Ludmila Khailova
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Sierra Niemiec
- Department of Biostatistics and Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Eiman Ali
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Michael DiMaria
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Max Mitchell
- Department of Surgery, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Mark Twite
- Department of Anesthesia, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Gareth Morgan
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Benjamin S. Frank
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Jesse A. Davidson
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
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Mullen MP. Metabolomics in Single Ventricle Heart Disease: Glimpsing the Pathobiology of Stage 2 Palliation. JACC. ADVANCES 2023; 2:100170. [PMID: 38939018 PMCID: PMC11198037 DOI: 10.1016/j.jacadv.2022.100170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/29/2024]
Affiliation(s)
- Mary P. Mullen
- Department of Cardiology, Boston Children’s Hospital, Boston, Massachusetts, USA
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