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Original Research

1H-NMR-based metabolic profiling of healthy individuals and high-resolution CT-classified phenotypes of COPD with treatment of tiotropium bromide

, , , , &
Pages 2985-2997 | Published online: 27 Sep 2018

Figures & data

Figure 1 Flowchart for the recruited patients.

Abbreviations: HRCT, high-resolution computed tomography; CAT, COPD assessment test.
Figure 1 Flowchart for the recruited patients.

Table 1 HRCT classification of COPD

Table 2 Characteristics of all subjects

Figure 2 We chose one spectrum from each experimental group.

Note: Spectra A, B, C, D, and E were selected from normal controls, phenotype E of pre-therapy, phenotype E of post-therapy, phenotype M of pre-therapy, and phenotype M of post-therapy, respectively.
Abbreviations: EB, phenotype E in pre-therapy; EA, phenotype E in post-therapy; MB, phenotype M in pre-therapy; MA, phenotype M in post-therapy; N, normal control.
Figure 2 We chose one spectrum from each experimental group.

Table 3 Parameters for the evaluation of OPLS-DA model

Figure 3 Six OPLS-DA score plots are selected from six comparative groups.

Abbreviations: OPLS-DA, orthogonal partial least square discriminant analysis; EB, phenotype E in pre-therapy; EA, phenotype E in post-therapy; MB, phenotype M in pre-therapy; MA, phenotype M in post-therapy; N, normal control.
Figure 3 Six OPLS-DA score plots are selected from six comparative groups.

Table 4 Variation trend of the metabolites of COPD and normal controls

Table 5 Variation trend of the metabolites of COPD phenotypes

Figure 4 Analysis of metabolic pathways.

Notes: Gray represents undetected metabolites. Black represents the metabolites that have significant difference. Red is amino acid metabolic pathway. Green is carbohydrate and lipid metabolic pathway. Purple is the metabolic pathway of genetic material. Blue is vitamin metabolic pathway.
Abbreviations: TCA cycle, tricarboxylic acid cycle; GMP, guanosine monophosphate.
Figure 4 Analysis of metabolic pathways.