Machine learning and semi-targeted lipidomics identify distinct serum lipid signatures in hospitalized COVID-19-positive and COVID-19-negative patients
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Title
Machine learning and semi-targeted lipidomics identify distinct serum lipid signatures in hospitalized COVID-19-positive and COVID-19-negative patients
Authors
Keywords
Artificial intelligence, COVID-19, Lipid metabolism, Lipidomics, Machine learning
Journal
METABOLISM-CLINICAL AND EXPERIMENTAL
Volume 131, Issue -, Pages 155197
Publisher
Elsevier BV
Online
2022-04-03
DOI
10.1016/j.metabol.2022.155197
References
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Related references
Note: Only part of the references are listed.- Covid-19 Automated Diagnosis and Risk Assessment through Metabolomics and Machine Learning
- (2021) Jeany Delafiori et al. ANALYTICAL CHEMISTRY
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- (2021) Katherine N. Theken et al. SCIENCE
- Dissecting lipid metabolism alterations in SARS-CoV-2
- (2021) Ilaria Casari et al. PROGRESS IN LIPID RESEARCH
- Integrated cytokine and metabolite analysis reveals immunometabolic reprogramming in COVID-19 patients with therapeutic implications
- (2021) Nan Xiao et al. Nature Communications
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- (2021) Zhigang Ren et al. GUT
- Differential role of sphingomyelin in influenza virus, rhinovirus and SARS-CoV-2 infection of Calu-3 cells
- (2021) Thrimendra Kaushika Dissanayake et al. JOURNAL OF GENERAL VIROLOGY
- First and second waves of coronavirus disease-19: A comparative study in hospitalized patients in Reus, Spain
- (2021) Simona Iftimie et al. PLoS One
- Could metabolomics drive the fate of COVID-19 pandemic? A narrative review on lights and shadows
- (2021) Michele Mussap et al. CLINICAL CHEMISTRY AND LABORATORY MEDICINE
- High levels of eicosanoids and docosanoids in the lungs of intubated COVID‐19 patients
- (2021) Anne‐Sophie Archambault et al. FASEB JOURNAL
- High plasma concentration of non-esterified polyunsaturated fatty acids is a specific feature of severe COVID-19 pneumonia
- (2021) Maxime Nguyen et al. Scientific Reports
- DAMPening COVID-19 Severity by Attenuating Danger Signals
- (2021) Luis A. Silva-Lagos et al. Frontiers in Immunology
- On the Role of Paraoxonase-1 and Chemokine Ligand 2 (C-C motif) in Metabolic Alterations Linked to Inflammation and Disease. A 2021 Update
- (2021) Jordi Camps et al. Biomolecules
- Clinical Performance of Paraoxonase-1-Related Variables and Novel Markers of Inflammation in Coronavirus Disease-19. A Machine Learning Approach
- (2021) Elisabet Rodríguez-Tomàs et al. Antioxidants
- Distinct lipid metabolic dysregulation in asymptomatic COVID-19
- (2021) Yanhong Hao et al. iScience
- Coronavirus Disease (COVID)-19 and Diabetic Kidney Disease
- (2021) Swayam Prakash Srivastava et al. Pharmaceuticals
- Uneven metabolic and lipidomic profiles in recovered COVID‐19 patients as investigated by plasma NMR metabolomics
- (2021) Maider Bizkarguenaga et al. NMR IN BIOMEDICINE
- Proteomic and Metabolomic Characterization of COVID-19 Patient Sera
- (2020) Bo Shen et al. CELL
- Ursodeoxycholic acid as a candidate therapeutic to alleviate and/or prevent COVID-19-associated cytokine storm
- (2020) Saleem Abdulrab et al. MEDICAL HYPOTHESES
- Clinical findings of patients with coronavirus disease 2019 in Jiangsu province, China: A retrospective, multi-center study
- (2020) Rui Huang et al. PLoS Neglected Tropical Diseases
- Plasma Metabolomic and Lipidomic Alterations Associated with COVID-19
- (2020) Di Wu et al. National Science Review
- COVID-19 and Diabetes Mellitus: May Old Anti-diabetic Agents Become the New Philosopher’s Stone?
- (2020) Theano Penlioglou et al. Diabetes Therapy
- MetaboAnalystR 3.0: Toward an Optimized Workflow for Global Metabolomics
- (2020) Zhiqiang Pang et al. Metabolites
- Omics-Driven Systems Interrogation of Metabolic Dysregulation in COVID-19 Pathogenesis
- (2020) Jin-Wen Song et al. Cell Metabolism
- A global lipid map defines a network essential for Zika virus replication
- (2020) Hans C. Leier et al. Nature Communications
- Risk factors associated with mortality in hospitalized patients with SARS-CoV-2 infection. A prospective, longitudinal, unicenter study in Reus, Spain
- (2020) Simona Iftimie et al. PLoS One
- SARS-CoV-2 Infection Dysregulates the Metabolomic and Lipidomic Profiles of Serum
- (2020) Chiara Bruzzone et al. iScience
- Large-Scale Plasma Analysis Revealed New Mechanisms and Molecules Associated with the Host Response to SARS-CoV-2
- (2020) Elettra Barberis et al. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
- Hepatic metabolic adaptation and adipose tissue expansion are altered in mice with steatohepatitis induced by high-fat high sucrose diet
- (2020) Gerard Baiges-Gaya et al. JOURNAL OF NUTRITIONAL BIOCHEMISTRY
- Characterization of the Lipidomic Profile of Human Coronavirus-Infected Cells: Implications for Lipid Metabolism Remodeling upon Coronavirus Replication
- (2019) Bingpeng Yan et al. Viruses-Basel
- Plasma lipidome reveals critical illness and recovery from human Ebola virus disease
- (2019) J. E. Kyle et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Effect of Vitamin D3 on the Postprandial Lipid Profile in Obese Patients: A Non-Targeted Lipidomics Study
- (2019) Fernández-Arroyo et al. Nutrients
- Exploration of the microbiota and metabolites within body fluids could pinpoint novel disease mechanisms
- (2019) Jordi Mayneris‐Perxachs et al. FEBS Journal
- Cell type-resolved human lung lipidome reveals cellular cooperation in lung function
- (2018) Jennifer E. Kyle et al. Scientific Reports
- The role of the lung microbiota and the gut-lung axis in respiratory infectious diseases
- (2018) Alexia Dumas et al. CELLULAR MICROBIOLOGY
- A systematic exploration of the interactions between bacterial effector proteins and host cell membranes
- (2017) Bethany A. Weigele et al. Nature Communications
- Preliminary study on serum paraoxonase-1 status and chemokine (C-C motif) ligand 2 in hospitalized elderly patients with catheter-associated asymptomatic bacteriuria
- (2016) S. Iftimie et al. EUROPEAN JOURNAL OF CLINICAL MICROBIOLOGY & INFECTIOUS DISEASES
- Biochemical indices of oxidative stress and inflammation in the evaluation of peripheral artery disease
- (2016) Isabel Fort-Gallifa et al. FREE RADICAL BIOLOGY AND MEDICINE
- Long-chain Acylcarnitines Reduce Lung Function by Inhibiting Pulmonary Surfactant
- (2015) Chikara Otsubo et al. JOURNAL OF BIOLOGICAL CHEMISTRY
- Cytomegalovirus Infection Triggers the Secretion of the PPARγ Agonists 15-Hydroxyeicosatetraenoic Acid (15-HETE) and 13-Hydroxyoctadecadienoic Acid (13-HODE) in Human Cytotrophoblasts and Placental Cultures
- (2015) Kaoutar Leghmar et al. PLoS One
- A systematic survey of lipids across mouse tissues
- (2014) Mohit Jain et al. AMERICAN JOURNAL OF PHYSIOLOGY-ENDOCRINOLOGY AND METABOLISM
- Adipose triglyceride lipase regulates eicosanoid production in activated human mast cells
- (2014) Andrea Dichlberger et al. JOURNAL OF LIPID RESEARCH
- The Lipid Mediator Protectin D1 Inhibits Influenza Virus Replication and Improves Severe Influenza
- (2013) Masayuki Morita et al. CELL
- Mast cells: from lipid droplets to lipid mediators
- (2013) Andrea Dichlberger et al. CLINICAL SCIENCE
- Serum Levels of Acylcarnitines Are Altered in Prediabetic Conditions
- (2013) Manuel Mai et al. PLoS One
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