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Guardado M, Torgerson D, Chapin C, Atum A, Hernandez RD, Clyman R, Simmons R, Parry S, Ballard PL. Urinary Acetaminophen Metabolites and Clinical Outcomes in Extremely Premature Infants. Am J Perinatol 2025. [PMID: 39788537 DOI: 10.1055/a-2512-9387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2025]
Abstract
OBJECTIVE Extremely premature infants are treated with acetaminophen (APAP) for pain and patent ductus arteriosus. High doses of APAP in adults are toxic, and a recent study found an association between APAP metabolite levels in mothers' breast milk and both bronchopulmonary dysplasia (BPD) and retinopathy of prematurity (ROP) in their premature infants. In this study, we determined levels of APAP metabolites in the urine of infants at high risk for BPD and ROP. STUDY DESIGN Biorepository urine samples from 314 infants <29 weeks' gestation in the multicenter TOLSURF and PROP studies were analyzed by untargeted UHPLC:MS/MS (Metabolon, Inc.). We performed multivariate logistic regression and meta-analysis to examine associations between APAP metabolite levels and clinical outcomes. RESULTS 4-APAP sulfate was the most abundant of eight detected APAP metabolites and was present in 95% of urines. There were high correlations between levels of 4-APAP sulfate and the other APAP metabolites. In longitudinal studies on a subgroup of infants (day 6-56), periods of elevated 4-APAP sulfate occurred in 24/28 infants and were of longer duration (10.5 vs. 4.2 days, p = 0.001) with higher levels (13.3 vs. 5.6, p = 0.01) in infants after transition to enteral from total parenteral nutrition. Episodes of elevated metabolite did not differ by BPD status. On both days 10 and 28 there were no significant associations between levels of APAP metabolites and either BPD or ROP for all infants or for infants exclusively on parenteral or enteral nutrition. CONCLUSION In two cohorts of extremely premature infants, levels of urinary APAP metabolites were not associated with increased risk for two adverse clinical outcomes. KEY POINTS · Safety of acetaminophen (APAP) in extremely premature infants has not been established.. · The major urinary APAP metabolite was detected in the majority of urine samples.. · No association was found between APAP levels and either bronchopulmonary dysplasia or retinopathy of prematurity..
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Affiliation(s)
- Miguel Guardado
- Department of Biological and Medical Informatics, University of California, San Francisco, San Francisco, California
| | - Dara Torgerson
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California
| | - Cheryl Chapin
- Department of Pediatrics, University of California, San Francisco, San Francisco, California
| | - Azuka Atum
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California
| | - Ryan D Hernandez
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, California
| | - Ronald Clyman
- Department of Pediatrics, University of California, San Francisco, San Francisco, California
| | - Rebecca Simmons
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Samuel Parry
- Department of Obstetrics and Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Philip L Ballard
- Department of Pediatrics, University of California, San Francisco, San Francisco, California
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Ozen M, Aghaeepour N, Marić I, Wong RJ, Stevenson DK, Jantzie LL. Omics approaches: interactions at the maternal-fetal interface and origins of child health and disease. Pediatr Res 2023; 93:366-375. [PMID: 36216868 PMCID: PMC9549444 DOI: 10.1038/s41390-022-02335-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 09/08/2022] [Accepted: 09/18/2022] [Indexed: 11/09/2022]
Abstract
Immunoperinatology is an emerging field. Transdisciplinary efforts by physicians, physician-scientists, basic science researchers, and computational biologists have made substantial advancements by identifying unique immunologic signatures of specific diseases, discovering innovative preventative or treatment strategies, and establishing foundations for individualized neonatal intensive care of the most vulnerable neonates. In this review, we summarize the immunobiology and immunopathology of pregnancy, highlight omics approaches to study the maternal-fetal interface, and their contributions to pregnancy health. We examined the importance of transdisciplinary, multiomic (such as genomics, transcriptomics, proteomics, metabolomics, and immunomics) and machine-learning strategies in unraveling the mechanisms of adverse pregnancy, neonatal, and childhood outcomes and how they can guide the development of novel therapies to improve maternal and neonatal health. IMPACT: Discuss immunoperinatology research from the lens of omics and machine-learning approaches. Identify opportunities for omics-based approaches to delineate infection/inflammation-associated maternal, neonatal, and later life adverse outcomes (e.g., histologic chorioamnionitis [HCA]).
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Affiliation(s)
- Maide Ozen
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Nima Aghaeepour
- Department of Anesthesiology, Pain, and Perioperative Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Division of Neonatal and Developmental Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
- Department of Biomedical Data Science, Stanford University School of Medicine, Stanford, CA, USA
| | - Ivana Marić
- Division of Neonatal and Developmental Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Ronald J Wong
- Division of Neonatal and Developmental Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - David K Stevenson
- Division of Neonatal and Developmental Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Lauren L Jantzie
- Division of Neonatal-Perinatal Medicine, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Kennedy Krieger Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Markers of Bronchiolitis Obliterans Syndrome after Lung Transplant: Between Old Knowledge and Future Perspective. Biomedicines 2022; 10:biomedicines10123277. [PMID: 36552035 PMCID: PMC9775233 DOI: 10.3390/biomedicines10123277] [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: 11/18/2022] [Revised: 12/02/2022] [Accepted: 12/13/2022] [Indexed: 12/24/2022] Open
Abstract
Bronchiolitis obliterans syndrome (BOS) is the most common form of CLAD and is characterized by airflow limitation and an obstructive spirometric pattern without high-resolution computed tomography (HRCT) evidence of parenchymal opacities. Computed tomography and microCT analysis show abundant small airway obstruction, starting from the fifth generation of airway branching and affecting up to 40-70% of airways. The pathogenesis of BOS remains unclear. It is a multifactorial syndrome that leads to pathological tissue changes and clinical manifestations. Because BOS is associated with the worst long-term survival in LTx patients, many studies are focused on the early identification of BOS. Markers may be useful for diagnosis and for understanding the molecular and immunological mechanisms involved in the onset of BOS. Diagnostic and predictive markers of BOS have also been investigated in various biological materials, such as blood, BAL, lung tissue and extracellular vesicles. The aim of this review was to evaluate the scientific literature on markers of BOS after lung transplant. We performed a systematic review to find all available data on potential prognostic and diagnostic markers of BOS.
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Kimble A, Robbins ME, Perez M. Pathogenesis of Bronchopulmonary Dysplasia: Role of Oxidative Stress from 'Omics' Studies. Antioxidants (Basel) 2022; 11:2380. [PMID: 36552588 PMCID: PMC9774798 DOI: 10.3390/antiox11122380] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Revised: 11/24/2022] [Accepted: 11/26/2022] [Indexed: 12/05/2022] Open
Abstract
Bronchopulmonary dysplasia (BPD) remains the most common respiratory complication of prematurity as younger and smaller infants are surviving beyond the immediate neonatal period. The recognition that oxidative stress (OS) plays a key role in BPD pathogenesis has been widely accepted since at least the 1980s. In this article, we examine the interplay between OS and genetic regulation and review 'omics' data related to OS in BPD. Data from animal models (largely models of hyperoxic lung injury) and from human studies are presented. Epigenetic and transcriptomic analyses have demonstrated several genes related to OS to be differentially expressed in murine models that mimic BPD as well as in premature infants at risk of BPD development and infants with established lung disease. Alterations in the genetic regulation of antioxidant enzymes is a common theme in these studies. Data from metabolomics and proteomics have also demonstrated the potential involvement of OS-related pathways in BPD. A limitation of many studies includes the difficulty of obtaining timely and appropriate samples from human patients. Additional 'omics' studies could further our understanding of the role of OS in BPD pathogenesis, which may prove beneficial for prevention and timely diagnosis, and aid in the development of targeted therapies.
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Affiliation(s)
- Ashley Kimble
- Department of Pediatrics, Division of Neonatology, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
- Ann and Robert H Lurie Children’s Hospital of Chicago, Chicago, IL 60611, USA
| | - Mary E. Robbins
- Department of Pediatrics, Division of Neonatology, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
- Ann and Robert H Lurie Children’s Hospital of Chicago, Chicago, IL 60611, USA
- Stanley Manne Children’s Research Institute of Chicago, Chicago, IL 60611, USA
| | - Marta Perez
- Department of Pediatrics, Division of Neonatology, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
- Ann and Robert H Lurie Children’s Hospital of Chicago, Chicago, IL 60611, USA
- Stanley Manne Children’s Research Institute of Chicago, Chicago, IL 60611, USA
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Zhou J, Zhou J, Hong Y, Wang Y, Lin H, Huang L. Diagnostic Value of Endotracheal Tube-Aspirate Soluble Triggering Receptor Expressed on Myeloid Cells-1 Concentration for Neonatal Ventilator-Associated Pneumonia. Front Pediatr 2021; 9:664801. [PMID: 34513755 PMCID: PMC8424091 DOI: 10.3389/fped.2021.664801] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Accepted: 08/05/2021] [Indexed: 12/04/2022] Open
Abstract
Background: Soluble triggering receptor expressed on myeloid cells-1 (sTREM-1) is regarded as a biological marker of infection. We aimed to evaluate the diagnostic value of endotracheal tube (ETT)-sTREM-1 concentration in neonatal ventilator-associated pneumonia (NVAP), to explore the difference of (ETT)-sTREM-1 between preterm and full-term, and to investigate the influence of extrapulmonary infection on (ETT)-sTREM-1 concentration. Methods: In this multicenter, controlled clinical trial of 60 preterm and 33 full-term neonates on mechanical ventilators, we measured concentrations of ETT-aspirate and serum sTREM-1, serum C-reactive protein, and serum procalcitonin, as well as white blood cell count. We initially divided cases into eight groups, based on three categories: preterm of full-term; NVAP or non-NVAP; and extrapulmonary infection present or absent. Groups were compared, and logistic regression analysis and receiver operating characteristic (ROC) analysis was performed to determine diagnostic value. Results: The mean gestational age (± standard deviation) of preterm and full-term neonates was 28.9 ± 2.2 weeks and 39.5 ± 1.7 weeks, respectively, and 32/60 were male. The ETT-aspirate sTREM-1 concentration was higher in NVAP cases than in non-NVAP cases, irrespective of extrapulmonary infection. ROC analysis revealed that ETT-aspirate sTREM-1 concentration had an area under the curve (AUC) of 0.986 and a cutoff value of 228.0 pg/ml (sensitivity, 94.3%; specificity, 96%) in preterm neonates; the same values in full-term neonates were 0.938 and 245.5 pg/ml (sensitivity, 100%; specificity, 93.7%), respectively. The optimal combination of indicators was ETT-aspirate sTREM-1 and serum C-reactive protein concentration. All indicators were present at lower levels on days 8 and 10 of ventilation in neonates who ultimately recovered than in those who did not. Conclusions: ETT-aspirate sTREM-1 and serum C-reactive protein concentrations may be useful for the diagnosis of NVAP.
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Affiliation(s)
- Jian Zhou
- Department of Pediatrics, The First People's Hospital of Yongkang, Jinhua, China
| | - Jingqian Zhou
- Department of Pediatrics, The First People's Hospital of Yongkang, Jinhua, China
| | - Yan Hong
- Department of Pediatrics, The Central Hospital of Wuhan, Wuhan, China
| | - Youcheng Wang
- Department of Pediatrics, Jinhua People's Hospital, Jinhua, China
| | - Hailong Lin
- Department of Pediatrics, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Leting Huang
- Department of Pediatrics, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
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6
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Patowary P, Pathak MP, Kishor S, Roy PK, Das S, Chattopadhyay P, Zaman K. Cardiopulmonary function and dysregulated cardiopulmonary reflexes following acute oleoresin capsicum exposure in rats. Toxicol Appl Pharmacol 2020; 405:115188. [PMID: 32805267 DOI: 10.1016/j.taap.2020.115188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 07/27/2020] [Accepted: 08/10/2020] [Indexed: 11/25/2022]
Abstract
Cardiopulmonary functions such as respiratory depression, severe irritation, inflamed respiratory tract, hyperventilation and, tachycardia are the most affected ones when it comes to the riot control agent oleoresin capsicum (OC) exposure. However, no studies have been done to elucidate the mechanism underlying deterioration of the combined cardiopulmonary functions. Parameters such as acute respiratory, cardiac, parameters and ultrasonography (USG) measurements were investigated in an in vivo setup using Wistar rats at 1 h and 24 h post inhalation exposure to 2%, 6% and 10% OC, whereas, cell migration in rat peritoneal mast cells (RPMCs), metabolomics and eosinophil peroxidase (EPO) activity in bronchoalveolar lavage fluid (BALF) were investigated in an in vitro setup. Results obtained from electrophysiological recording indicated that OC exposure produces apnea and decrease in mean arterial pressure (MAP) was obtained from hemodynamic parameters whereas cardiac parameters assessment revealed increase in the level of cardiac output (CO) and decrease in stroke volume (SV) with recovery towards the post-exposure period. A decrease in the percentage area of certain fatty acid pathway metabolites in BALF appropriately linked the lung injury following OC exposure which was further cemented by increasing concentration of EPO. Histopathology and SEM also proved to be favorable techniques for the detection of OC induced physiological cardiac and pulmonary modifications respectively. Furthermore, Boyden chamber experiment established the chemoattractant property of OC. It may be concluded from the above studies that these newly reported facets may be utilized pharmacologically to mitigate cardiopulmonary adverse effects owing to OC exposure.
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Affiliation(s)
- Pompy Patowary
- Division of Pharmaceutical Technology, Defence Research Laboratory, Tezpur 784 001, Assam, India; Department of Pharmaceutical Sciences, Dibrugarh University, Dibrugarh 786 004, Assam, India
| | - Manash Pratim Pathak
- Division of Pharmaceutical Technology, Defence Research Laboratory, Tezpur 784 001, Assam, India; Department of Pharmaceutical Sciences, Dibrugarh University, Dibrugarh 786 004, Assam, India
| | - Sumit Kishor
- Division of Pharmaceutical Technology, Defence Research Laboratory, Tezpur 784 001, Assam, India
| | - Probin Kumar Roy
- Department of Pharmaceutics, Regional Institute of Paramedical and Nursing Sciences, Aizawl, Mizoram, India
| | - Sanghita Das
- Division of Pharmaceutical Technology, Defence Research Laboratory, Tezpur 784 001, Assam, India
| | - Pronobesh Chattopadhyay
- Division of Pharmaceutical Technology, Defence Research Laboratory, Tezpur 784 001, Assam, India.
| | - Kamaruz Zaman
- Department of Pharmaceutical Sciences, Dibrugarh University, Dibrugarh 786 004, Assam, India
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Mussap M, Loddo C, Fanni C, Fanos V. Metabolomics in pharmacology - a delve into the novel field of pharmacometabolomics. Expert Rev Clin Pharmacol 2020; 13:115-134. [PMID: 31958027 DOI: 10.1080/17512433.2020.1713750] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Introduction: Pharmacometabolomics is an emerging science pursuing the application of precision medicine. Combining both genetic and environmental factors, the so-called pharmacometabolomic approach guides patient selection and stratification in clinical trials and optimizes personalized drug dosage, improving efficacy and safety.Areas covered: This review illustrates the progressive introduction of pharmacometabolomics as an innovative solution for enhancing the discovery of novel drugs and improving research and development (R&D) productivity of the pharmaceutical industry. An extended analysis on published pharmacometabolomics studies both in animal models and humans includes results obtained in several areas such as hepatology, gastroenterology, nephrology, neuropsychiatry, oncology, drug addiction, embryonic cells, neonatology, and microbiomics.Expert opinion: a tailored, individualized therapy based on the optimization of pharmacokinetics and pharmacodynamics, the improvement of drug efficacy, and the abolition of drug toxicity and adverse drug reactions is a key issue in precision medicine. Genetics alone has become insufficient for deciphring intra- and inter-individual variations in drug-response, since they originate both from genetic and environmental factors, including human microbiota composition. The association between pharmacogenomics and pharmacometabolomics may be considered the new strategy for an in-deep knowledge on changes and alterations in human and microbial metabolic pathways due to the action of a drug.
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Affiliation(s)
- Michele Mussap
- Laboratory Unit, Department of Surgical Sciences, University of Cagliari, Cagliari, Italy
| | | | - Claudia Fanni
- Division of Pediatrics, Rovigo Hospital, Rovigo, Italy
| | - Vassilios Fanos
- Neonatal Intensive Care Unit, Neonatal Pathology and Neonatal Section, Department of Surgical Sciences, University of Cagliari, Cagliari, Italy
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8
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Piersigilli F, Bhandari V. Metabolomics of bronchopulmonary dysplasia. Clin Chim Acta 2020; 500:109-114. [DOI: 10.1016/j.cca.2019.09.025] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Revised: 09/20/2019] [Accepted: 09/20/2019] [Indexed: 12/21/2022]
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9
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Piersigilli F, Lam TT, Vernocchi P, Quagliariello A, Putignani L, Aghai ZH, Bhandari V. Identification of new biomarkers of bronchopulmonary dysplasia using metabolomics. Metabolomics 2019; 15:20. [PMID: 30830433 DOI: 10.1007/s11306-019-1482-9] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Accepted: 01/21/2019] [Indexed: 11/30/2022]
Abstract
OBJECTIVE To identify new biomarkers of bronchopulmonary dysplasia (BPD) in preterm neonates. STUDY DESIGN Metabolomic study of prospectively collected tracheal aspirate (TA) samples from preterm neonates admitted in 2 neonatal intensive care units measured by a mass spectroscopy-based assay and analysed using partial least squares-discriminant analysis. RESULTS We evaluated 160 TA samples from 68 neonates, 44 with BPD and 24 without BPD in the first week of life. A cluster of 53 metabolites was identified as characteristic of BPD, with 18 select metabolites being highly significant in the separation of BPD versus No BPD. To control for the gestational age (GA) differences, we did a sub-group analyses, and noted that the amino acids histidine, glutamic acid, citrulline, glycine and isoleucine levels were higher in neonates with BPD. In addition, acylcarnitines C16-OH and C18:1-OH were also higher in neonates who developed BPD, but especially in the most preterm infants (neonates with GA < 27 weeks). CONCLUSION Metabolomics is a promising approach to identify novel specific biomarkers for BPD.
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Affiliation(s)
- Fiammetta Piersigilli
- Division of Perinatal Medicine, and Yale Child Health Research Center, Department of Pediatrics, Yale University School of Medicine, New Haven, CT, USA
- Division of Neonatology, Bambino Gesù Children's Hospital, Rome, Italy
| | - TuKiet T Lam
- Department of Molecular Biophysics & Biochemistry, Yale University, New Haven, CT, USA
- Keck MS & Proteomics Resource, WM Keck Foundation Biotechnology Resource Laboratory, New Haven, CT, USA
| | - Pamela Vernocchi
- Unit of Human Microbiome, Genetic and Rare Diseases Area, Bambino Gesù Children's Hospital, Rome, Italy
| | - Andrea Quagliariello
- Unit of Human Microbiome, Genetic and Rare Diseases Area, Bambino Gesù Children's Hospital, Rome, Italy
| | - Lorenza Putignani
- Unit of Human Microbiome, Genetic and Rare Diseases Area, Bambino Gesù Children's Hospital, Rome, Italy
- Unit of Parasitology, Department of Laboratory and Immunological Diagnostics, Bambino Gesù Children's Hospital, Rome, Italy
| | - Zubair H Aghai
- Section of Neonatology, Department of Pediatrics, Thomas Jefferson University, Philadelphia, PA, USA
| | - Vineet Bhandari
- Division of Perinatal Medicine, and Yale Child Health Research Center, Department of Pediatrics, Yale University School of Medicine, New Haven, CT, USA.
- Section of Neonatal-Perinatal Medicine, Department of Pediatrics, St. Christopher's Hospital for Children, Drexel University College of Medicine, 160 East Erie Avenue, 19134, Philadelphia, PA, USA.
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10
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Ferrarini A, Righetti L, Martínez MP, Fernández-López M, Mastrangelo A, Horcajada JP, Betbesé A, Esteban A, Ordóñez J, Gea J, Cabello JR, Pellati F, Lorente JA, Nin N, Rupérez FJ. Discriminant biomarkers of acute respiratory distress syndrome associated to H1N1 influenza identified by metabolomics HPLC-QTOF-MS/MS platform. Electrophoresis 2017; 38:2341-2348. [PMID: 28714069 DOI: 10.1002/elps.201700112] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2017] [Revised: 06/15/2017] [Accepted: 06/24/2017] [Indexed: 12/21/2022]
Abstract
Acute respiratory distress syndrome (ARDS) is a serious complication of influenza A (H1N1) virus infection. Its pathogenesis is unknown and biomarkers are lacking. Untargeted metabolomics allows the analysis of the whole metabolome in a biological compartment, identifying patterns associated with specific conditions. We hypothesized that LC-MS could help identify discriminant metabolites able to define the metabolic alterations occurring in patients with influenza A (H1N1) virus infection that developed ARDS. Serum samples from patients diagnosed with 2009 influenza A (H1N1) virus infection with (n = 25) or without (n = 32) ARDS were obtained on the day of hospital admission and analyzed by LC-MS/MS. Metabolite identification was determined by MS/MS analysis and analysis of standards. The specificity of the patterns identified was confirmed in patients without 2009 influenza A(H1N1) virus pneumonia (15 without and 17 with ARDS). Twenty-three candidate biomarkers were found to be significantly different between the two groups, including lysophospholipids and sphingolipids related to inflammation; bile acids, tryptophan metabolites, and thyroxine, related to the metabolism of the gut microflora. Confirmation results demonstrated the specificity of major alterations occurring in ARDS patients with influenza A (H1N1) virus infection.
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Affiliation(s)
- Alessia Ferrarini
- Centre for Metabolomics and Bioanalysis (CEMBIO), Facultad de Farmacia, Universidad San Pablo CEU, Madrid, Spain
| | - Laura Righetti
- Centre for Metabolomics and Bioanalysis (CEMBIO), Facultad de Farmacia, Universidad San Pablo CEU, Madrid, Spain.,Dipartimento di Scienze della Vita, Università degli Studi di Modena e Reggio Emilia, Modena, Italy
| | - Ma Paz Martínez
- Centre for Metabolomics and Bioanalysis (CEMBIO), Facultad de Farmacia, Universidad San Pablo CEU, Madrid, Spain
| | | | - Annalaura Mastrangelo
- Centre for Metabolomics and Bioanalysis (CEMBIO), Facultad de Farmacia, Universidad San Pablo CEU, Madrid, Spain
| | - Juan P Horcajada
- Hospital del Mar. IMIM. DCEXS, Universitat Pompeu Fabra, Barcelona, Spain
| | - Antoni Betbesé
- Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Andrés Esteban
- Hospital Universitario de Getafe, Madrid, Spain.,Centro de Investigación Biomédica en Red Enfermedades Respiratorias (CIBERES, ISCiii), Madrid, Spain
| | - Jordi Ordóñez
- Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Joaquín Gea
- Hospital del Mar. IMIM. DCEXS, Universitat Pompeu Fabra, Barcelona, Spain.,Centro de Investigación Biomédica en Red Enfermedades Respiratorias (CIBERES, ISCiii), Madrid, Spain
| | - Jesús Ruiz Cabello
- Centro de Investigación Biomédica en Red Enfermedades Respiratorias (CIBERES, ISCiii), Madrid, Spain.,Departamento de Química Física II, Universidad Complutense de Madrid Facultad de Farmacia, Madrid, Spain
| | - Federica Pellati
- Dipartimento di Scienze della Vita, Università degli Studi di Modena e Reggio Emilia, Modena, Italy
| | - José A Lorente
- Hospital Universitario de Getafe, Madrid, Spain.,Centro de Investigación Biomédica en Red Enfermedades Respiratorias (CIBERES, ISCiii), Madrid, Spain
| | - Nicolás Nin
- Hospital de Torrejón de Ardoz, Madrid, Spain.,Hospital Español Juan José Crottogini, Montevideo, Uruguay
| | - Francisco J Rupérez
- Centre for Metabolomics and Bioanalysis (CEMBIO), Facultad de Farmacia, Universidad San Pablo CEU, Madrid, Spain
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Chen H, Chen L, Liu D, Chen DQ, Vaziri ND, Yu XY, Zhang L, Su W, Bai X, Zhao YY. Combined Clinical Phenotype and Lipidomic Analysis Reveals the Impact of Chronic Kidney Disease on Lipid Metabolism. J Proteome Res 2017; 16:1566-1578. [PMID: 28286957 DOI: 10.1021/acs.jproteome.6b00956] [Citation(s) in RCA: 100] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Chronic kidney disease (CKD) results in significant dyslipidemia and profound changes in lipid and lipoprotein metabolism. The associated dyslipidemia, in turn, contributes to progression of CKD and its cardiovascular complications. To gain an in-depth insight into the disorders of lipid metabolism in advanced CKD, we applied UPLC-HDMS-based lipidomics to measure serum lipid metabolites in 180 patients with advanced CKD and 120 age-matched healthy controls. We found significant increases in the levels of total free fatty acids, glycerolipids, and glycerophospholipids in patients with CKD. The levels of free fatty acids, glycerolipids, and glycerophospholipids directly correlated with the level of serum triglyceride and inversely correlated with the levels of total cholesterol and eGFR. A total of 126 lipid species were identified from positive and negative ion modes. Out of 126, 113 identified lipid species were significantly altered in patients with CKD based on the adjusted FDR method. These results pointed to profound disturbance of fatty acid and triglyceride metabolisms in patients with CKD. Logistic regression analysis showed strong correlations between serum methyl hexadecanoic acid, LPC(24:1), 3-oxooctadecanoic acid, and PC(20:2/24:1) levels with eGFR and serum creatinine levels (R > 0.8758). In conclusion, application of UPLC-HDMS-based lipidomic technique revealed profound changes in lipid metabolites in patients with CKD. The observed increases in serum total fatty acids, glycerolipids, and glycerophospholipids levels directly correlated with increased serum triglyceride level and inversely correlated with the eGFR and triglyceride levels.
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Affiliation(s)
- Hua Chen
- Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, School of Life Sciences, Northwest University , No. 229 Taibai North Road, Xi'an, Shaanxi 710069, China
| | - Lin Chen
- Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, School of Life Sciences, Northwest University , No. 229 Taibai North Road, Xi'an, Shaanxi 710069, China
| | - Dan Liu
- Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, School of Life Sciences, Northwest University , No. 229 Taibai North Road, Xi'an, Shaanxi 710069, China
| | - Dan-Qian Chen
- Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, School of Life Sciences, Northwest University , No. 229 Taibai North Road, Xi'an, Shaanxi 710069, China
| | - Nosratola D Vaziri
- Division of Nephrology and Hypertension, School of Medicine, University of California Irvine , MedSci 1 C352, Irvine, California 92897, United States
| | - Xiao-Yong Yu
- Department of Nephrology, Affiliated Hospital of Shaanxi Institute of Traditional Chinese Medicine , No. 2 Xihuamen, Xi'an, Shaanxi 710003, China
| | - Li Zhang
- Department of Nephrology, Xi'an No. 4 Hospital , No. 2 Jiefang Road, Xi'an, Shaanxi 710004, China
| | - Wei Su
- Department of Nephrology, Baoji Central Hospital , No. 8 Jiangtan Road, Baoji, Shaanxi 721008, China
| | - Xu Bai
- Solution Centre, Waters Technologies (Shanghai) Ltd. , No. 1000 Jinhai Road, Shanghai 201203, China
| | - Ying-Yong Zhao
- Key Laboratory of Resource Biology and Biotechnology in Western China, Ministry of Education, School of Life Sciences, Northwest University , No. 229 Taibai North Road, Xi'an, Shaanxi 710069, China
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12
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Ciaramelli C, Fumagalli M, Viglio S, Bardoni AM, Piloni D, Meloni F, Iadarola P, Airoldi C. 1H NMR To Evaluate the Metabolome of Bronchoalveolar Lavage Fluid (BALf) in Bronchiolitis Obliterans Syndrome (BOS): Toward the Development of a New Approach for Biomarker Identification. J Proteome Res 2017; 16:1669-1682. [PMID: 28245130 DOI: 10.1021/acs.jproteome.6b01038] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
This report describes the application of NMR spectroscopy to the profiling of metabolites in bronchoalveolar lavage fluid (BALf) of lung transplant recipients without bronchiolitis obliterans syndrome (BOS) (stable, S, n = 10), and with BOS at different degrees of severity (BOS 0p, n = 10; BOS I, n = 10). Through the fine-tuning of a number of parameters concerning both sample preparation/processing and variations of spectra acquisition modes, an efficient and reproducible protocol was designed for the screening of metabolites in a pulmonary fluid that should reflect the status of airway inflammation/injury. Exploiting the combination of mono- and bidimensional NMR experiments, 38 polar metabolites, including amino acids, Krebs cycle intermediates, mono- and disaccharides, nucleotides, and phospholipid precursors, were unequivocally identified. To determine which signature could be correlated with the onset of BOS, the metabolites' content of the above recipients was analyzed by multivariate (PCA and OPLS-DA) statistical methods. PCA analysis (almost) totally differentiated S from BOS I, and this discrimination was significantly improved by the application of OPLS-DA, whose model was characterized by excellent fit and prediction values (R2 = 0.99 and Q2 = 0.88). The analysis of S vs BOS 0p and of BOS 0p vs BOS I samples showed a clear discrimination of considered cohorts, although with a poorer efficiency compared to those measured for S vs BOS I patients. The data shown in this work assess the suitability of the NMR approach in monitoring different pathological lung conditions.
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Affiliation(s)
- Carlotta Ciaramelli
- Department of Biotechnology and Biosciences, University of Milano-Bicocca , 20126 Milan, Italy
| | | | | | | | - Davide Piloni
- IRCCS Foundation Policlinico San Matteo , Department of Cardiothoracic and Vascular Department, Pneumology Unit, Pavia 27100, Italy
| | - Federica Meloni
- IRCCS Foundation Policlinico San Matteo , Department of Cardiothoracic and Vascular Department, Pneumology Unit, Pavia 27100, Italy
| | | | - Cristina Airoldi
- Department of Biotechnology and Biosciences, University of Milano-Bicocca , 20126 Milan, Italy
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13
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Fabiano A, Gavilanes AWD, Zimmermann LJI, Kramer BW, Paolillo P, Livolti G, Picone S, Bressan K, Gazzolo D. The development of lung biochemical monitoring can play a key role in the early prediction of bronchopulmonary dysplasia. Acta Paediatr 2016; 105:535-541. [PMID: 26439807 DOI: 10.1111/apa.13233] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2015] [Revised: 05/18/2015] [Accepted: 09/29/2015] [Indexed: 11/28/2022]
Abstract
AIM Despite advances in perinatal management, there is a flat trend in incidences of respiratory distress syndrome (RDS) and bronchopulmonary dysplasia (BPD) in preterm infants. The main feature of BPD development in preterm infants is an imbalance between increased exposure to free radicals and inadequate antioxidant defences. We investigated the associations between BPD and lipid hydro-peroxide (LOOH) and glutathione (GSH) concentrations in bronchoalveolar lavage fluid (BALF). METHODS In this prospective study, BALF samples were collected from 44 preterm infants with RDS and oxidative stress markers were measured in 11 with BPD and 33 controls without BPD. RESULTS LOOH levels were significantly higher (p < 0.01) in the BPD group (median 16.35; 25th-75th centile 13.75-17.05 nmol/mL) than in the no BPD group (median 13.18; 25th-75th centile 12.92-13.63 nmol/mL). Conversely, GSH levels were significantly lower in the BPD group (p < 0.01) (median 11.52; 25th-75th centile 6.95-13.85 μmol/mg) than the no BPD group (median: 18.69; 25th-75th centile: 13.89-23.64 μmol/mg). Multiple regression analysis showed significant correlations between BPD and mechanical ventilation time (p < 0.01) and LOOH levels (p < 0.05). CONCLUSION Early LOOH level increases in preterm infants developing BPD suggest that lung biochemical monitoring of sick infants might be possible and BPD could be predicted early by evaluating biomarkers.
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Affiliation(s)
- Adele Fabiano
- Department of Maternal, Fetal and Neonatal Medicine, NICU, Casilino Hospital, Rome, Italy
| | - Antonio W D Gavilanes
- Department of Pediatrics and Neonatology, School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Luc J I Zimmermann
- Department of Pediatrics and Neonatology, School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Boris W Kramer
- Department of Pediatrics and Neonatology, School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Piermichele Paolillo
- Department of Maternal, Fetal and Neonatal Medicine, NICU, Casilino Hospital, Rome, Italy
| | - Giovanni Livolti
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Simonetta Picone
- Department of Maternal, Fetal and Neonatal Medicine, NICU, Casilino Hospital, Rome, Italy
| | - Katia Bressan
- Department of Maternal, Fetal and Neonatal Medicine, NICU, Casilino Hospital, Rome, Italy
| | - Diego Gazzolo
- Department of Maternal, Fetal and Neonatal Medicine, C. Arrigo Children's Hospital, Alessandria, Italy
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14
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Surowiec I, Karimpour M, Gouveia-Figueira S, Wu J, Unosson J, Bosson JA, Blomberg A, Pourazar J, Sandström T, Behndig AF, Trygg J, Nording ML. Multi-platform metabolomics assays for human lung lavage fluids in an air pollution exposure study. Anal Bioanal Chem 2016; 408:4751-64. [DOI: 10.1007/s00216-016-9566-0] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Revised: 04/08/2016] [Accepted: 04/14/2016] [Indexed: 12/16/2022]
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15
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Viswan A, Sharma RK, Azim A, Sinha N. NMR-Based Metabolic Snapshot from Minibronchoalveolar Lavage Fluid: An Approach To Unfold Human Respiratory Metabolomics. J Proteome Res 2015; 15:302-10. [PMID: 26587756 DOI: 10.1021/acs.jproteome.5b00919] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
The utility of mini bronchoalveolar lavage (mBAL) and its applicability in metabolomics has not been explored in the field of human respiratory disease. mBAL, "an archetype" of the local lung environment, ensures a potent technique to get the snapshot of the epithelial lining fluid afflicted to human lung disorders. Characterization of the mBAL fluid has potential to help in elucidating the composition of the alveoli and airways in the diseased state, yielding diagnostic information on clinical applicability. In this study, one of the first attempts has been made to comprehensively assign and detect metabolites in mBAL fluid, extracted from human lungs, by the composite use of 800 MHz 1D and 2D NMR, J-resolved homonuclear spectroscopy, COSY, TOCSY, and heteronuclear HSQC correlation methods. A foremost all-inclusive sketch of the 50 metabolites has been corroborated and assigned, which can be a resourceful archive to further lung-directed metabolomics, prognosis, and diagnosis. Thus, NMR-based mBALF studies, as proposed in this article, will leverage many more prospective respiratory researches for routine clinical application and prove to be a viable approach to mirror the key predisposing factors contributing to the onset of lung disease.
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Affiliation(s)
- Akhila Viswan
- Centre of Biomedical Research , SGPGIMS Campus, Raebarelly Road, Lucknow 226014, India.,Faculty of Engineering and Technology, Dr. A. P. J Abdul Kalam Technical University , Lucknow 226021, India
| | - Raj Kumar Sharma
- Centre of Biomedical Research , SGPGIMS Campus, Raebarelly Road, Lucknow 226014, India
| | - Afzal Azim
- Department of Critical Care Medicine, Sanjay Gandhi Postgraduate Institute of Medical Sciences , Lucknow 226014, India
| | - Neeraj Sinha
- Centre of Biomedical Research , SGPGIMS Campus, Raebarelly Road, Lucknow 226014, India
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16
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Piersigilli F, Bhandari V. Biomarkers in neonatology: the new "omics" of bronchopulmonary dysplasia. J Matern Fetal Neonatal Med 2015; 29:1758-64. [PMID: 26135768 DOI: 10.3109/14767058.2015.1061495] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Bronchopulmonary dysplasia (BPD) is a complex disorder resulting from gene-environmental interactions. An improved understanding of the pathogenesis of this most common chronic lung disease in infants has been made by utilizing animal models and correlating with human data. Currently, while some (vitamin A, caffeine) pharmacotherapeutic options are being utilized to ameliorate this condition, there is still no specific or effective treatment for BPD. It would be helpful for prognostication and targeted potential novel therapeutic strategies to identify those babies accurately who are at risk for developing this disease. A reliable biomarker would have the capacity to be detected in the initial phase of the disease, to allow early interventions to avoid or minimize the detrimental effects of the disease. This review will focus on human studies performed with the "omic" techniques, specifically genomics, epigenomics, microbiomics, transciptomics, proteomics and metabolomics, and summarize the information available in the literature, as it pertains to biomarker identification for BPD. Using "omics" technologies, investigators have reported markers that have the potential to be used as biomarkers of BPD: SPOCK2, VEGF -624C > G, VEGF -460T > C, mast cells specific markers, miR-219 pathway, miR-152, -30a-3p, -133b, -206, -7, lactate, taurine, trimethylamine-N-oxide, gluconate, myoinositol and alterations in surfactant lipid profile.
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Affiliation(s)
- Fiammetta Piersigilli
- a Division of Perinatal Medicine and Yale Child Health Research Center, Department of Pediatrics , Yale University School of Medicine , New Haven , CT , USA .,b Bambino Gesu' Children's Hospital, Division of Neonatology , Rome , Italy , and
| | - Vineet Bhandari
- a Division of Perinatal Medicine and Yale Child Health Research Center, Department of Pediatrics , Yale University School of Medicine , New Haven , CT , USA .,c Section of Neonatal-Perinatal Medicine, Department of Pediatrics , Drexel University College of Medicine , Philadelphia , PA , USA
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17
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Metabolic Consequences of Chronic Alcohol Abuse in Non-Smokers: A Pilot Study. PLoS One 2015; 10:e0129570. [PMID: 26102199 PMCID: PMC4477879 DOI: 10.1371/journal.pone.0129570] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2015] [Accepted: 05/11/2015] [Indexed: 12/23/2022] Open
Abstract
An alcohol use disorder (AUD) is associated with an increased susceptibility to respiratory infection and injury and, upon hospitalization, higher mortality rates. Studies in model systems show effects of alcohol on mitochondrial function, lipid metabolism and antioxidant systems. The present study applied high-resolution metabolomics to test for these changes in bronchoalveolar lavage fluid (BALF) of subjects with an AUD. Smokers were excluded to avoid confounding effects and compliance was verified by cotinine measurements. Statistically significant metabolic features, differentially expressed by control and AUD subjects, were identified by statistical and bioinformatic methods. The results show that fatty acid and acylcarnitine concentrations were increased in AUD subjects, consistent with perturbed mitochondrial and lipid metabolism. Decreased concentrations of methyl-donor compounds suggest altered one-carbon metabolism and oxidative stress. An accumulation of peptides suggests proteolytic activity, which could reflect altered epithelial barrier function. Two metabolites of possible microbial origin suggest subclinical bacterial infection. Furthermore, increased diacetylspermine suggests additional metabolic perturbations, which could contribute to dysregulated alveolar macrophage function and vulnerability to infection. Together, the results show an extended metabolic consequence of AUD in the bronchoalveolar space.
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18
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Katsila T, Patrinos GP. The Implications of Metabotypes for Rationalizing Therapeutics in Infants and Children. Front Pediatr 2015; 3:68. [PMID: 26284229 PMCID: PMC4518156 DOI: 10.3389/fped.2015.00068] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2015] [Accepted: 07/13/2015] [Indexed: 12/04/2022] Open
Affiliation(s)
- Theodora Katsila
- Department of Pharmacy, School of Health Sciences, University of Patras , Patras , Greece
| | - George P Patrinos
- Department of Pharmacy, School of Health Sciences, University of Patras , Patras , Greece
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Qamar W, Ahamad SR, Ali R, Khan MR, Al-Ghadeer AR. Metabolomic analysis of lung epithelial secretions in rats: an investigation of bronchoalveolar lavage fluid by GC-MS and FT-IR. Exp Lung Res 2014; 40:460-6. [PMID: 25153043 DOI: 10.3109/01902148.2014.947008] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
OBJECTIVE Rat bronchoalveolar lavage fluid (BALF) metabolome can be used to obtain valuable, precise, and accurate information about underlying lung conditions in an experiment. The present study focuses on the evaluation of the lung epithelium metabolome in a rat model using techniques including bronchoalveolar lavage, gas chromatography-mass spectroscopy (GC-MS), and Fourier transform infrared spectroscopy (FT-IR). MATERIALS AND METHODS Untargeted metabolites in BALF were extracted in ethyl acetate and derivatized by standard methods for the analysis by GC-MS. FT-IR spectra of ethyl acetate extract of BALF were obtained and read for the characteristic fingerprint of rats under investigation. Analyses were done in individual animals to obtain consistent data. BALF cells were counted by flow cytometry to monitor any inflammatory condition in rats. RESULTS FT-IR analysis finds two peaks which are characteristically different from the extract medium, which is ethyl acetate. FT-IR peaks correspond to that of amino acids and carbohydrates, including β-D-glucose, α-D-glucose, and β-D-galactose. GC-MS evaluation of the BALF finds several products of the metabolism or its participants. Main compounds in the BALF detected by GC-MS include succinate, fumarate, glycine, alanine, 2-methyl-3-oxovaleric acid, dodecanoic acid, tetradecanoic acid, hexadecanoic acid, octanoic acid, trans-9-octadecanoic acid, octadecanoic acid, and Prostaglandin F1α. CONCLUSION Several research reports reveal metabolomic parameters in murine model lung tissue or BALF, but they rarely reported a complete metabolomics model profile, particularly in rats. The present data of GC-MS and FT-IR suggest that the set up can be exploited to study metabolomic alterations in several lung conditions including acute lung toxicity, inflammation, asthma, bronchitis, fibrosis, and emphysema.
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Affiliation(s)
- Wajhul Qamar
- Central Laboratory, Research Center, College of pharmacy, King Saud University, Riyadh, Saudi Arabia
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20
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Potential of metabolomics in preclinical and clinical drug development. Pharmacol Rep 2014; 66:956-63. [PMID: 25443721 DOI: 10.1016/j.pharep.2014.06.010] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2014] [Revised: 06/03/2014] [Accepted: 06/10/2014] [Indexed: 12/29/2022]
Abstract
Metabolomics is an upcoming technology system which involves detailed experimental analysis of metabolic profiles. Due to its diverse applications in preclinical and clinical research, it became an useful tool for the drug discovery and drug development process. This review covers the brief outline about the instrumentation and interpretation of metabolic profiles. The applications of metabolomics have a considerable scope in the pharmaceutical industry, almost at each step from drug discovery to clinical development. These include finding drug target, potential safety and efficacy biomarkers and mechanisms of drug action, the validation of preclinical experimental models against human disease profiles, and the discovery of clinical safety and efficacy biomarkers. As we all know, nowadays the drug discovery and development process is a very expensive, and risky business. Failures at any stage of drug discovery and development process cost millions of dollars to the companies. Some of these failures or the associated risks could be prevented or minimized if there were better ways of drug screening, drug toxicity profiling and monitoring adverse drug reactions. Metabolomics potentially offers an effective route to address all the issues associated with the drug discovery and development.
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21
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Mussap M, Noto A, Fanos V, Van Den Anker JN. Emerging biomarkers and metabolomics for assessing toxic nephropathy and acute kidney injury (AKI) in neonatology. BIOMED RESEARCH INTERNATIONAL 2014; 2014:602526. [PMID: 25013791 PMCID: PMC4071811 DOI: 10.1155/2014/602526] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/19/2014] [Accepted: 03/25/2014] [Indexed: 01/07/2023]
Abstract
Identification of novel drug-induced toxic nephropathy and acute kidney injury (AKI) biomarkers has been designated as a top priority by the American Society of Nephrology. Increasing knowledge in the science of biology and medicine is leading to the discovery of still more new biomarkers and of their roles in molecular pathways triggered by physiological and pathological conditions. Concomitantly, the development of the so-called "omics" allows the progressive clinical utilization of a multitude of information, from those related to the human genome (genomics) and proteome (proteomics), including the emerging epigenomics, to those related to metabolites (metabolomics). In preterm newborns, one of the most important factors causing the pathogenesis and the progression of AKI is the interaction between the individual genetic code, the environment, the gestational age, and the disease. By analyzing a small urine sample, metabolomics allows to identify instantly any change in phenotype, including changes due to genetic modifications. The role of liquid chromatography-mass spectrometry (LC-MS), proton nuclear magnetic resonance (1H NMR), and other emerging technologies is strategic, contributing basically to the sudden development of new biochemical and molecular tests. Urine neutrophil gelatinase-associated lipocalin (uNGAL) and kidney injury molecule-1 (KIM-1) are closely correlated with the severity of kidney injury, representing noninvasive sensitive surrogate biomarkers for diagnosing, monitoring, and quantifying kidney damage. To become routine tests, uNGAL and KIM-1 should be carefully tested in multicenter clinical trials and should be measured in biological fluids by robust, standardized analytical methods.
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Affiliation(s)
- M. Mussap
- Department of Laboratory Medicine, IRCCS San Martino-IST, University Hospital, National Institute for Cancer Research, Largo Rosanna Benzi 10, 16132 Genoa, Italy
| | - A. Noto
- Department of Pediatrics and Clinical Medicine, Section of Neonatal Intensive Care Unit, Puericulture Institute and Neonatal Section, Azienda Mista and University of Cagliari, 09042 Cagliari, Italy
| | - V. Fanos
- Department of Pediatrics and Clinical Medicine, Section of Neonatal Intensive Care Unit, Puericulture Institute and Neonatal Section, Azienda Mista and University of Cagliari, 09042 Cagliari, Italy
| | - J. N. Van Den Anker
- Division of Pediatric Clinical Pharmacology, Children's National Medical Center, Washington, DC 20010, USA
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22
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Cribbs SK, Park Y, Guidot DM, Martin GS, Brown LA, Lennox J, Jones DP. Metabolomics of bronchoalveolar lavage differentiate healthy HIV-1-infected subjects from controls. AIDS Res Hum Retroviruses 2014; 30:579-85. [PMID: 24417396 DOI: 10.1089/aid.2013.0198] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Despite antiretroviral therapy, pneumonias from pathogens such as pneumococcus continue to cause significant morbidity and mortality in HIV-1-infected individuals. Respiratory infections occur despite high CD4 counts and low viral loads; therefore, better understanding of lung immunity and infection predictors is necessary. We tested whether metabolomics, an integrated biosystems approach to molecular fingerprinting, could differentiate such individual characteristics. Bronchoalveolar lavage fluid (BALf ) was collected from otherwise healthy HIV-1-infected individuals and healthy controls. A liquid chromatography-high-resolution mass spectrometry method was used to detect metabolites in BALf. Statistical and bioinformatic analyses used false discovery rate (FDR) and orthogonally corrected partial least-squares discriminant analysis (OPLS-DA) to identify groupwise discriminatory factors as the top 5% of metabolites contributing to 95% separation of HIV-1 and control. We enrolled 24 subjects with HIV-1 (median CD4=432) and 24 controls. A total of 115 accurate mass m/z features from C18 and AE analysis were significantly different between HIV-1 subjects and controls (FDR=0.05). Hierarchical cluster analysis revealed clusters of metabolites, which discriminated the samples according to HIV-1 status (FDR=0.05). Several of these did not match any metabolites in metabolomics databases; mass-to-charge 325.065 ([M+H](+)) was significantly higher (FDR=0.05) in the BAL of HIV-1-infected subjects and matched pyochelin, a siderophore-produced Pseudomonas aeruginosa. Metabolic profiles in BALf differentiated healthy HIV-1-infected subjects and controls. The lack of association with known human metabolites and inclusion of a match to a bacterial metabolite suggest that the differences could reflect the host's lung microbiome and/or be related to subclinical infection in HIV-1-infected patients.
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Affiliation(s)
- Sushma K. Cribbs
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care, Emory University, Atlanta, Georgia
| | - Youngja Park
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care, Emory University, Atlanta, Georgia
- College of Pharmacy, Korea University, Sejong City, Korea
| | - David M. Guidot
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care, Emory University, Atlanta, Georgia
| | - Greg S. Martin
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care, Emory University, Atlanta, Georgia
| | - Lou Ann Brown
- Department of Pediatrics, Division of Neonatal-Perinatal Medicine, Emory University, Atlanta, Georgia
| | - Jeffrey Lennox
- Department of Medicine, Division of Infectious Disease, Emory University, Atlanta, Georgia
| | - Dean P. Jones
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care, Emory University, Atlanta, Georgia
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Abstract
PURPOSE OF REVIEW The aim of this review is to update readers on the most recent publications concerning clinical metabolomics in developing infants. RECENT FINDINGS Only a limited number of neonatal and pediatric metabolomic studies have been published, in comparison to the adult. However, this number of pediatric and neonatal papers is constantly increasing. The latest papers are related to intrauterine growth restricted and small for gestational age neonates, prematurity, mode of delivery, hypoxic ischemic encephalopathy, persistent ductus arteriosus, respiratory syndrome and surfactant therapy, cytomegalovirus infection, nephrouropathy, inborn errors of metabolism, pharmametabolomics, and nutrimetabolomics (including study of maternal milk and formula). Also numerous papers have been presented in experimental neonatology. In particular, the fluids most frequently used were as follows: urine, cord blood plasma, but also milk and stools. Each condition or disease presents a specific discriminating set of metabolites, which can be considered like a 'bar code'. SUMMARY In the near future, improved tools for metabolomic analysis (like simplified 'dipsticks' for urine) and its integration with other 'omics' will make this technology available in the clinical setting, leading to better or easier clinical decision making. Urinary metabolomics will probably be one of the most used tools in pediatrics and the metabolome will be 'our world'.
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Mussap M, Antonucci R, Noto A, Fanos V. The role of metabolomics in neonatal and pediatric laboratory medicine. Clin Chim Acta 2013; 426:127-38. [PMID: 24035970 DOI: 10.1016/j.cca.2013.08.020] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2013] [Revised: 08/26/2013] [Accepted: 08/26/2013] [Indexed: 12/22/2022]
Abstract
Metabolomics consists of the quantitative analysis of a large number of low molecular mass metabolites involving substrates or products in metabolic pathways existing in all living systems. The analysis of the metabolic profile detectable in a human biological fluid allows to instantly identify changes in the composition of endogenous and exogenous metabolites caused by the interaction between specific physiopathological states, gene expression, and environment. In pediatrics and neonatology, metabolomics offers new encouraging perspectives for the improvement of critically ill patient outcome, for the early recognition of metabolic profiles associated with the development of diseases in the adult life, and for delivery of individualized medicine. In this view, nutrimetabolomics, based on the recognition of specific cluster of metabolites associated with nutrition and pharmacometabolomics, based on the capacity to personalize drug therapy by analyzing metabolic modifications due to therapeutic treatment may open new frontiers in the prevention and in the treatment of pediatric and neonatal diseases. This review summarizes the most relevant results published in the literature on the application of metabolomics in pediatric and neonatal clinical settings. However, there is the urgent need to standardize physiological and preanalytical variables, analytical methods, data processing, and result presentation, before establishing the definitive clinical value of results.
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Affiliation(s)
- Michele Mussap
- Laboratory Medicine Service, IRCCS AOU San Martino-IST, University-Hospital, National Institute for Cancer Research, Genova, Italy
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Abstract
Increasing evidence points toward the critical and long-term involvement of prenatal and early nutrition and lifestyle on later health and disease risk predisposition. Metabolomics is now a well-established top-down systems biology approach that explores the genetic-environment-health paradigm. The generalization of such approaches has opened new research areas to deepen our current understanding of many physiological processes, as well as foods and nutrient functionalities in target populations. It is envisioned that this will provide new avenues toward preventive medicine and prognostic strategies for tailored therapeutic and personalized nutrition management. The development of systems biology approaches and the new generation of biomarker patterns will provide the opportunity to associate complex metabolic regulations with the etiology of multifactorial pediatric diseases. This may subsequently lead to the development of system mechanistic hypotheses that could be targeted with new nutritional personalized concepts. Therefore, this review aims to describe recent applications of metabolomics in preclinical and clinical fields with insights into disease diagnostics/monitoring and improvement of homeostasis metabolic regulation that may be translatable to novel therapeutic and nutrition advances in pediatric research.
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Affiliation(s)
- Sofia Moco
- Nestlé Institute of Health Sciences SA, Proteomics and Metabolomics Core, Lausanne, Switzerland
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26
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Abstract
The newest 'omics' science is metabolomics, the latest offspring of genomics, considered the most innovative of the 'omics' sciences. Metabolomics, also called the 'new clinical biochemistry', is an approach based on the systematic study of the complete set of metabolites in a biological sample. The metabolome is considered the most predictive phenotype and is capable of considering epigenetic differences. It is so close to the phenotype that it can be considered the phenotype itself. In the last three years about 5000 papers have been listed in PubMed on this topic, but few data are available in the newborn. The aim of this review, after a description of background and technical procedures, is to analyse the clinical applications of metabolomics in neonatology, covering the following points: gestational age, postnatal age, type of delivery, zygosity, perinatal asphyxia, intrauterine growth restriction, prenatal inflammation and brain injury, respiratory, cardiovascular renal, metabolic diseases; sepsis, necrotizing enterocolitis and antibiotic treatment; nutritional studies on maternal milk and formula, pharma-metabolomics, long-term diseases. Pros and cons of metabolomics are also discussed. All this comes about with the non-invasive collection of a few drops of urine (exceptionally important for the neonate, especially those of low birth weight). Only time and large-scale studies to validate initial results will place metabolomics within neonatology. In any case, it is important for perinatologists to learn and understand this new technology to offer their patients the utmost in diagnostic and therapeutic opportunities.
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Application of metabolomics approaches to the study of respiratory diseases. Bioanalysis 2013; 4:2265-90. [PMID: 23046268 DOI: 10.4155/bio.12.218] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Metabolomics is the global unbiased analysis of all the small-molecule metabolites within a biological system, under a given set of conditions. These methods offer the potential for a holistic approach to clinical medicine, as well as improving disease diagnosis and understanding of pathological mechanisms. Respiratory diseases including asthma and chronic obstructive pulmonary disorder are increasing globally, with the latter predicted to become the third leading cause of global mortality by 2020. The root causes for disease onset remain poorly understood and no cures are available. This review presents an overview of metabolomics followed by in-depth discussion of its application to the study of respiratory diseases, including the design of metabolomics experiments, choice of clinical material collected and potentially confounding experimental factors. Particular challenges in the field are presented and placed within the context of the future of the applications of metabolomics approaches to the study of respiratory diseases.
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Antonucci R, Pilloni MD, Atzori L, Fanos V. Pharmaceutical research and metabolomics in the newborn. J Matern Fetal Neonatal Med 2012; 25:22-6. [DOI: 10.3109/14767058.2012.714634] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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Syggelou A, Iacovidou N, Atzori L, Xanthos T, Fanos V. Metabolomics in the developing human being. Pediatr Clin North Am 2012; 59:1039-58. [PMID: 23036243 DOI: 10.1016/j.pcl.2012.07.002] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Metabolomics is based on the detailed analysis of metabolites and represents a unique chemical fingerprint of an organism. This approach allows assessing the dynamic behavior of biologic systems with multiple network interactions among individual components. The field of metabolic profiling has rapidly developed over the last decade, with successful applications in various research areas including toxicology, disease diagnosis and classification, pharmacology, and nutrition. This article provides a comprehensive account of existing data in the literature from animal and clinical studies on the use of metabolomics for improved understanding of medical conditions affecting the neonate and the developing human being.
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Affiliation(s)
- Aggeliki Syggelou
- Medical School, National and Kapodistrian University of Athens, Mikras Asias 75, Athens 11527, Greece
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Fanos V, Antonucci R, Barberini L, Noto A, Atzori L. Clinical application of metabolomics in neonatology. J Matern Fetal Neonatal Med 2012; 25 Suppl 1:104-9. [DOI: 10.3109/14767058.2012.663198] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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