Cargando…

Statistical Workflow for Feature Selection in Human Metabolomics Data

High-throughput metabolomics investigations, when conducted in large human cohorts, represent a potentially powerful tool for elucidating the biochemical diversity underlying human health and disease. Large-scale metabolomics data sources, generated using either targeted or nontargeted platforms, ar...

Descripción completa

Detalles Bibliográficos
Autores principales:	Antonelli, Joseph, Claggett, Brian L., Henglin, Mir, Kim, Andy, Ovsak, Gavin, Kim, Nicole, Deng, Katherine, Rao, Kevin, Tyagi, Octavia, Watrous, Jeramie D., Lagerborg, Kim A., Hushcha, Pavel V., Demler, Olga V., Mora, Samia, Niiranen, Teemu J., Pereira, Alexandre C., Jain, Mohit, Cheng, Susan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2019
Materias:	Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6680705/ https://www.ncbi.nlm.nih.gov/pubmed/31336989 http://dx.doi.org/10.3390/metabo9070143

Ejemplares similares

Quantitative Comparison of Statistical Methods for Analyzing Human Metabolomics Data
por: Henglin, Mir, et al.
Publicado: (2022)

A Single Visualization Technique for Displaying Multiple Metabolite–Phenotype Associations
por: Henglin, Mir, et al.
Publicado: (2019)

Mapping metabolic oscillations during cell cycle progression
por: Roci, Irena, et al.
Publicado: (2020)

Mapping choline metabolites in normal and transformed cells
por: Roci, Irena, et al.
Publicado: (2020)

Sex Differences in Blood Pressure Associations With Cardiovascular Outcomes
por: Ji, Hongwei, et al.
Publicado: (2021)

Eicosanoid Inflammatory Mediators Are Robustly Associated With Blood Pressure in the General Population
por: Palmu, Joonatan, et al.
Publicado: (2020)

A plasma metabolite score of three eicosanoids predicts incident type 2 diabetes: a prospective study in three independent cohorts
por: Tuomisto, Karolina, et al.
Publicado: (2022)

Metabolomics Analytics Workflow for Epidemiological Research: Perspectives from the Consortium of Metabolomics Studies (COMETS) †
por: Playdon, Mary C., et al.
Publicado: (2019)

Interspecies Interactions Stimulate Diversification of the Streptomyces coelicolor Secreted Metabolome
por: Traxler, Matthew F., et al.
Publicado: (2013)

One-Year Effects of Omega-3 Treatment on Fatty Acids, Oxylipins, and Related Bioactive Lipids and Their Associations with Clinical Lipid and Inflammatory Biomarkers: Findings from a Substudy of the Vitamin D and Omega-3 Trial (VITAL)
por: Demler, Olga V., et al.
Publicado: (2020)

Validation-based model selection for (13)C metabolic flux analysis with uncertain measurement errors
por: Sundqvist, Nicolas, et al.
Publicado: (2022)

Heritability and risks associated with early onset hypertension: multigenerational, prospective analysis in the Framingham Heart Study
por: Niiranen, Teemu J, et al.
Publicado: (2017)

Arteriovenous Blood Metabolomics: A Readout of Intra-Tissue Metabostasis
por: Ivanisevic, Julijana, et al.
Publicado: (2015)

Male lifespan extension with 17‐α estradiol is linked to a sex‐specific metabolomic response modulated by gonadal hormones in mice
por: Garratt, Michael, et al.
Publicado: (2018)

The glutamate/cystine xCT antiporter antagonizes glutamine metabolism and reduces nutrient flexibility
por: Shin, Chun-Shik, et al.
Publicado: (2017)

Regulation of Human Endogenous Metabolites by Drug Transporters and Drug Metabolizing Enzymes: An Analysis of Targeted SNP-Metabolite Associations
por: Granados, Jeffry C., et al.
Publicado: (2023)

Reconstructing the landscape of gut microbial species across 29,000 diverse individuals
por: Segota, Igor, et al.
Publicado: (2023)

Substantial Fat Loss in Physique Competitors Is Characterized by Increased Levels of Bile Acids, Very-Long Chain Fatty Acids, and Oxylipins
por: Sarin, Heikki V., et al.
Publicado: (2022)

Taxonomic signatures of cause-specific mortality risk in human gut microbiome
por: Salosensaari, Aaro, et al.
Publicado: (2021)

An Extensive Metabolomics Workflow to Discover Cardiotoxin-Induced Molecular Perturbations in Microtissues
por: Bowen, Tara J., et al.
Publicado: (2021)

Lactational delivery of Triclosan promotes non-alcoholic fatty liver disease in newborn mice
por: Weber, André A., et al.
Publicado: (2022)

Guide to Metabolomics Analysis: A Bioinformatics Workflow
por: Chen, Yang, et al.
Publicado: (2022)

Workflow4Metabolomics: a collaborative research infrastructure for computational metabolomics
por: Giacomoni, Franck, et al.
Publicado: (2015)

metabolomicsR: a streamlined workflow to analyze metabolomic data in R
por: Han, Xikun, et al.
Publicado: (2022)

Heterogeneity in the effect of marked weight loss on metabolic function in women with obesity
por: Mittendorfer, Bettina, et al.
Publicado: (2023)

Automated Sample Preparation and Data Collection Workflow for High-Throughput In Vitro Metabolomics
por: Malinowska, Julia M., et al.
Publicado: (2022)

SARS2 simplified scores to estimate risk of hospitalization and death among patients with COVID-19
por: Dashti, Hesam, et al.
Publicado: (2020)

SARS2 simplified scores to estimate risk of hospitalization and death among patients with COVID-19
por: Dashti, Hesam, et al.
Publicado: (2021)

Vaping-induced metabolomic signatures in the circulation of mice are driven by device type, e-liquid, exposure duration and sex
por: Moshensky, Alexander, et al.
Publicado: (2021)

Pathomx: an interactive workflow-based tool for the analysis of metabolomic data
por: Fitzpatrick, Martin A, et al.
Publicado: (2014)

High-Precision Automated Workflow for Urinary Untargeted Metabolomic Epidemiology
por: Meister, Isabel, et al.
Publicado: (2021)

A Workflow for Missing Values Imputation of Untargeted Metabolomics Data
por: Faquih, Tariq, et al.
Publicado: (2020)

Assessment of Risk Factors and Biomarkers Associated With Risk of Cardiovascular Disease Among Women Consuming a Mediterranean Diet
por: Ahmad, Shafqat, et al.
Publicado: (2018)

Probabilistic identification of saccharide moieties in biomolecules and their protein complexes
por: Dashti, Hesam, et al.
Publicado: (2020)

Integration der strukturierten Befundung in den radiologischen Routine-Workflow
por: Kim, Su Hwan, et al.
Publicado: (2021)

Nonribosomal Peptides, Key Biocontrol Components for Pseudomonas fluorescens In5, Isolated from a Greenlandic Suppressive Soil
por: Michelsen, Charlotte F., et al.
Publicado: (2015)

Targeting Gut Microbiota to Treat Hypertension: A Systematic Review
por: Palmu, Joonatan, et al.
Publicado: (2021)

Bioprospecting the Metabolome of Plant Urtica dioica L.: A Fast Dereplication and Annotation Workflow in Plant Metabolomics
por: Bhattarai, Keshab, et al.
Publicado: (2022)

Evaluating plant immunity using mass spectrometry-based metabolomics workflows
por: Heuberger, Adam L., et al.
Publicado: (2014)

An Integrated Metabolomic and Genomic Mining Workflow To Uncover the Biosynthetic Potential of Bacteria
por: Maansson, Maria, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_bvnq7mjc4mufinati4n522v336