Table 9 The 10 top-ranked informative genes found by the three sparse logistic regression methods from the colon dataset

1

GUCA2B guanylate cyclase activator 2B (uroguanylin) *

GUCA2B guanylate cyclase activator 2B (uroguanylin) *

GUCA2B guanylate cyclase activator 2B (uroguanylin) *

2

MYL6 myosin, light chain 6, alkali, smooth muscle and non-muscle *

MYH9 myosin, heavy chain 9, non-muscle *

ATPsyn-Cf6 ATP synthase-coupling factor 6, mitochondrial *

3

DES desmin *

DES desmin *

MYH9 myosin, heavy chain 9, non-muscle *

4

CHRND cholinergic receptor, nicotinic, delta polypeptide *

MYL6 myosin, light chain 6, alkali, smooth muscle and non-muscle *

GSN gelsolin *

5

PECAM1 platelet/endothelial cell adhesion molecule-1 *

GSN gelsolin *

MYL6 myosin, light chain 6, alkali, smooth muscle and non-muscle *

6

ATPsyn-Cf6 ATP synthase-coupling factor 6, mitochondrial

COL11A2 collagen, type XI, alpha 2 *

COL11A2 collagen, type XI, alpha 2 *

7

ATF7 activating transcription factor 7

ATPsyn-Cf6 ATP synthase-coupling factor 6, mitochondrial *

MXI1 MAX interactor 1, dimerization protein *

8

PROBABLE NUCLEAR ANTIGEN (Pseudorabies virus)[accession number:T86444]

ssb single-strand binding protein *

UQCRC1 ubiquinol-cytochrome c reductase core protein I *

9

MYH9 myosin, heavy chain 9, non-muscle

Sept2 septin 2 *

DES desmin *

10

MYH10 myosin, heavy chain 10, non-muscle

MXI1 MAX interactor 1, dimerization protein *

ZEB1 zinc finger E-box binding homeobox 1*