Statistical Analysis of Proteomics, Metabolomics, and Lipidomics Data Using Mass Spectrometry 2016
DOI: 10.1007/978-3-319-45809-0_8
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The Analysis of Human Serum Albumin Proteoforms Using Compositional Framework

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“…When examined in the multivariate models, apo CIII proteoform composition was expressed as additive natural log-ratios (ALR) of less abundant proteoforms to the most abundant CIII 1 to allow accurate estimation of relationships among variables that sum to a constant value as occurs with compositional data. 34,35 Covariates were chosen for their known prior association with apo CIII proteoforms or study outcomes. Pearson correlations were used to describe the associations between total plasma apo CIII concentration and percentages of individual proteoforms.…”
Section: Statistical Analysesmentioning
confidence: 99%
“…When examined in the multivariate models, apo CIII proteoform composition was expressed as additive natural log-ratios (ALR) of less abundant proteoforms to the most abundant CIII 1 to allow accurate estimation of relationships among variables that sum to a constant value as occurs with compositional data. 34,35 Covariates were chosen for their known prior association with apo CIII proteoforms or study outcomes. Pearson correlations were used to describe the associations between total plasma apo CIII concentration and percentages of individual proteoforms.…”
Section: Statistical Analysesmentioning
confidence: 99%