Table 3 Top-20 ranked genes by Stochastic LASSO in GBM & LGG.

From: Stochastic LASSO for extremely high-dimensional genomic data

Gene

Coefficient

Correlation

Reference

ONECUT3

3.7334

0.4760

19

HILS1

-3.6233

-0.2751

20,21,22

GSC2

3.4914

0.4509

-

AMTN

3.4667

0.4520

-

KRTAP24-1

-3.4309

-0.4247

-

TEX37

3.4101

0.4272

-

DEFB120

3.3903

0.5019

-

UCN3

3.3361

0.4519

23,24

BHLHE23

3.1976

0.4389

-

LINC00442

3.1052

0.4495

-

SNAR-F

3.0399

0.3547

-

COL22A1

-3.0373

-0.3024

25,26,27

LINC00114

-3.0349

-0.4191

28

OR51I2

-3.0318

-0.4248

-

OR51Q1

3.0154

0.3538

-

UGT1A10

2.9891

0.3797

-

VN1R4

2.9794

0.4220

29

LOC642929

2.9704

0.4202

-

HELT

2.9660

0.3857

-

TEX13A

2.9124

0.4181

-

  1. Note: The 20 top-ranked genes, sorted in descending order of the absolute value of their estimated coefficients, along with the Pearson correlations with survival time, are presented.