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Table 2 COPD classifier gene features selected by SLDA1 and 10-fold cross-validation

From: RNAseq analysis of bronchial epithelial cells to identify COPD-associated genes and SNPs

Feature

Gene Function

CAT2 score

Ranking

Missing value (%)

KEAP1

AO3

3.35

1

8%

GPX1

AO

3.32

2

5%

CEBPG

TF4

2.98

3

18%

XPA

DNAR5

2.64

4

28%

CAT-2

AO

2.64

5

22%

TP73–2

CCC6/DNAR

2.30

6

28%

  1. 1SLDA shrinkage linear discriminant analysis, 2CAT score correlation-adjusted t-scores, 3AO antioxidant, 4TF transcription factor, 5DNAR DNA repair, 6CCC cell cycle control
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BMC Pulmonary Medicine

ISSN: 1471-2466

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