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Partial least squares Discriminant analysis on NMR studies
This analysis uses the
"muma"
package of the R statistics environment
(
Reference
)
PLSDA
Study ID
Scaling
Study Title
Institute
MS Analysis Type
ST000020
Auto
Pareto
Vast
Median
Range
None
Biomarker Discovery in Knee Osteoarthritis (I)
RTI International
1H NMR 950 MHz
ST000022
Auto
Pareto
Vast
Median
Range
None
Biomarker Discovery in Knee Osteoarthritis (II)
RTI International
1H NMR 950 MHz
ST000026
Auto
Pareto
Vast
Median
Range
None
Metabolomics Involved in Early Life Antibiotic Exposures(DuraSTAT-Cecal)
RTI International
1H NMR 700 MHz
ST000027
Auto
Pareto
Vast
Median
Range
None
Metabolomics Involved in Early Life Antibiotic Exposures(DuraSTAT-Liver)
RTI International
1H NMR 700 MHz
ST000028
Auto
Pareto
Vast
Median
Range
None
Metabolomics Involved in Early Life Antibiotic Exposures(DuraSTAT-Urine)
RTI International
1H NMR 700 MHz
ST000029
Auto
Pareto
Vast
Median
Range
None
Metabolomics Involved in Early Life Antibiotic Exposures(TranSTAT-Cecal)
RTI International
1H NMR 700 MHz
ST000030
Auto
Pareto
Vast
Median
Range
None
Metabolomics Involved in Early Life Antibiotic Exposures(TranSTAT-Liver)
RTI International
1H NMR 700 MHz
ST000031
Auto
Pareto
Vast
Median
Range
None
Metabolomics Involved in Early Life Antibiotic Exposures(TranSTAT-Serum)
RTI International
1H NMR 700 MHz
ST000032
Auto
Pareto
Vast
Median
Range
None
Metabolomics Involved in Early Life Antibiotic Exposures(NOD-Cecal)
RTI International
1H NMR 700 MHz
ST000033
Auto
Pareto
Vast
Median
Range
None
Metabolomics Involved in Early Life Antibiotic Exposures(NOD-Liver)
RTI International
1H NMR 700 MHz
ST000034
Auto
Pareto
Vast
Median
Range
None
Metabolomics Involved in Early Life Antibiotic Exposures(NOD-Serum)
RTI International
1H NMR 700 MHz
ST000035
Auto
Pareto
Vast
Median
Range
None
Metabolomics Involved in Early Life Antibiotic Exposures(EstroSTAT-Liver )
RTI International
1H NMR 700 MHz
ST000036
Auto
Pareto
Vast
Median
Range
None
Metabolomics Involved in Early Life Antibiotic Exposures(EstroSTAT-Serum)
RTI International
1H NMR 700 MHz
ST000037
Auto
Pareto
Vast
Median
Range
None
Metabolomics Involved in Early Life Antibiotic Exposures(EstroSTAT-Urine)
RTI International
1H NMR 700 MHz
ST000038
Auto
Pareto
Vast
Median
Range
None
Metabolomics Involved in Early Life Antibiotic Exposures(VGSTAT-Cecal)
RTI International
1H NMR 700 MHz
ST000039
Auto
Pareto
Vast
Median
Range
None
Metabolomics Involved in Early Life Antibiotic Exposures(VGSTAT-Liver)
RTI International
1H NMR 700 MHz
ST000049
Auto
Pareto
Vast
Median
Range
None
Metabolomics Analysis of Thermally Challenged Mayfly Larvae (NMR analysis)
RTI International
1H NMR 950 MHz
ST000050
Auto
Pareto
Vast
Median
Range
None
Preterm Neonatal Urinary Renal Developmental and acute kidney injury Metabolomic Profiling
RTI International
1H NMR 950 MHz
ST000051
Auto
Pareto
Vast
Median
Range
None
Fetal metabolomic signature of exposure to iAs during pregnancy
RTI International
1H NMR 950 MHz
ST000056
Auto
Pareto
Vast
Median
Range
None
Environmental impact on metabolomics and food allergy
RTI International
1H NMR 700 MHz
ST000101
Auto
Pareto
Vast
Median
Range
None
NMR analysis of Synthetic Mixture Analysis
University of Florida
NMR:13C 1D
ST000101
Auto
Pareto
Vast
Median
Range
None
NMR analysis of Synthetic Mixture Analysis
University of Florida
NMR: 1D 1H
ST000104
Auto
Pareto
Vast
Median
Range
None
Factors for Epigenetic Silencing of Lung Cancer Genes
RTI International
NMR:INADEQUATE
ST000223
Auto
Pareto
Vast
Median
Range
None
Metabolic Aberrations in Barth Syndrome
RTI International
1H NMR 950 MHz
ST000261
Auto
Pareto
Vast
Median
Range
None
1H NMR metabolomics study of spleen from C57BL/6 mice exposed to gamma radiation
Pacific Northwest National Laboratory
1H NMR 500 MHz
ST000285
Auto
Pareto
Vast
Median
Range
None
NMR-based Metabolomics for CRC Diagnosis
University of Washington
NMR analysis
ST000305
Auto
Pareto
Vast
Median
Range
None
Pig Athersclerosis Model
RTI International
NMR analysis
ST000306
Auto
Pareto
Vast
Median
Range
None
Metabolomics Approach to Identify Molecules and Pathways Involved in the Development of Atherosclerotic Coronary Artery Disease
RTI International
NMR analysis
ST000314
Auto
Pareto
Vast
Median
Range
None
NSAID treatment alters the metabolomics profile of liver, kidney, lung, and heart in an experimental mouse model of heat stroke
RTI International
NMR analysis
ST000315
Auto
Pareto
Vast
Median
Range
None
Metabolomics and Childhood Obesity: A Pilot and Feasibility Study With Multiple Phenotypic Anchors
RTI International
NMR analysis
ST000364
Auto
Pareto
Vast
Median
Range
None
Metabolomics Profiling of NEST Cord Blood Plasma
RTI International
NMR analysis
ST000365
Auto
Pareto
Vast
Median
Range
None
Zebrafish Metabolomics: Model for Environmental Metal Toxicity
RTI International
NMR analysis
ST000366
Auto
Pareto
Vast
Median
Range
None
Metabolomics analysis of colon adenoma in African Americans
RTI International
NMR analysis
ST000406
Auto
Pareto
Vast
Median
Range
None
Noninvasive Recognition and Biomarkers of Early Allergic Asthma in Cats using Multivariate Statistics of NMR Spectra of Exhaled Breath Condensate
University of Missouri-Columbia
NMR analysis
ST000407
Auto
Pareto
Vast
Median
Range
None
Arsenic and the fecal metabolome
RTI International
NMR analysis
ST000408
Auto
Pareto
Vast
Median
Range
None
Metabolomic analysis of oxytocin effects on social deficits in mice
RTI International
NMR analysis
ST000409
Auto
Pareto
Vast
Median
Range
None
Metabolomic analysis of oxytocin effects on social deficits in mice (part II)
RTI International
NMR analysis
ST000438
Auto
Pareto
Vast
Median
Range
None
Characterizing commonalities and differences between the breast and prostate cancer metabotypes in African-American cohorts (part I)
RTI International
NMR analysis
ST000439
Auto
Pareto
Vast
Median
Range
None
Characterizing commonalities and differences between the breast and prostate cancer metabotypes in African-American cohorts
RTI International
NMR analysis
ST000440
Auto
Pareto
Vast
Median
Range
None
Metabotypes of Subjects with Adverse Reactions Following Vaccination
RTI International
NMR analysis
ST000442
Auto
Pareto
Vast
Median
Range
None
Metabolomics Analysis of Triple Negative Breast Cancer (BCa) Cell Lines
RTI International
NMR analysis
ST000454
Auto
Pareto
Vast
Median
Range
None
Utilizing Metabolomics to Understand Novel Anti-Desmoid Tumor Drugs
RTI International
NMR analysis
ST000455
Auto
Pareto
Vast
Median
Range
None
Utilizing Metabolomics to Understand Novel Anti-Desmoid Tumor Drugs (part II)
RTI International
NMR analysis
ST000462
Auto
Pareto
Vast
Median
Range
None
CNS and peripheral metabolomics of calorie restriction in a mouse model of Alzheimer’s disease (part I)
RTI International
NMR analysis
ST000463
Auto
Pareto
Vast
Median
Range
None
CNS and peripheral metabolomics of calorie restriction in a mouse model of Alzheimer’s disease (part II)
RTI International
NMR analysis
ST000464
Auto
Pareto
Vast
Median
Range
None
Transpulmonary metabolomics in pulmonary arterial hypertension
RTI International
NMR analysis
ST000487
Auto
Pareto
Vast
Median
Range
None
Impacts of high-fat diet (HFD), high-carbohydrate diet (HCD) and high-fat-high-carbohydrate diet (HFHCD) on metabolites in a farmed cyprinid fish Megalobrama amblycephala.
Huazhong Agricultural University
NMR analysis
ST000503
Auto
Pareto
Vast
Median
Range
None
Understanding the response to endurance exercise using a systems biology approach: combining blood metabolomics, transcriptomics and miRNome in horses
INRA
NMR data
ST000573
Auto
Pareto
Vast
Median
Range
None
Exploratory research on first and second trimester urinary metabolic profiles and fetal growth restriction
Mayo Clinic
NMR data
UCSD Metabolomics Workbench, a resource sponsored by the Common Fund of the National Institutes of Health
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