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Table 7 LASSO Regression

From: Extensive transcriptomic study emphasizes importance of vesicular transport in C9orf72 expansion carriers

Variable

Order

LASSO

Single-Gene

Gene

Chr

Coef1

Coef2

SE

P-value

Age at Onset

1

VEGFA

chr6

0.14

7.36

1.61

9.17E-05

Age at Death

1

AUTS2

chr7

0.68

23.86

4.64

1.41E-05

2

TAF8

chr6

7.00

28.34

6.58

1.55E-04

3

NAGS

chr17

0.16

10.87

2.58

2.02E-04

4

RP1-130H16.18

chr22

2.88

15.96

3.82

2.23E-04

5

DOCK10

chr2

-1.31

-13.55

3.26

2.38E-04

6

CLEC4E

chr12

0.56

4.53

1.09

2.43E-04

7

APOBR

chr16

0.88

6.59

1.60

2.71E-04

8

LYST

chr1

-5.12

-29.58

7.43

3.86E-04

9

SLC39A11

chr17

0.25

13.82

3.48

3.96E-04

10

RP11-3G21.1

chr8

0.29

6.95

1.78

4.67E-04

11

TIMM13

chr19

-0.38

-22.98

6.48

0.001

12

VCX

chrX

3.39

12.55

3.56

0.001

13

SELPLG

chr12

0.05

6.55

2.08

0.004

Expansion Size

1

CDKL1

chr14

3.06

21.39

4.52

5.28E-05

2

FAM87A

chr8

-0.50

-9.21

2.24

2.94E-04

3

RP11-481 J2.3

chr16

0.64

7.52

2.14

0.001

4

EFCAB14

chr1

-2.38

-34.03

9.98

0.002

Sense RNA Foci

1

CATIP-AS1

chr2

-0.002

-0.10

0.02

6.34E-05

Antisense RNA Foci

1

CCDC127

chr5

0.003

0.16

0.04

0.001

Poly(GP)

1

EEF2K

chr16

-10.11

- 495.81

133.94

9.69E-04

Methylation

1

AC006946.16

chr22

-0.03

-8.14

2.05

4.32E-04

2

RP11-555 M1.3

chr3

0.07

4.18

1.33

0.004

3

A1BG

chr19

-0.009

-8.69

2.78

0.004

Disease Subgroup

1

TMPPE

chr3

0.02

3.03

1.10

0.006

2

EDEM2

chr20

0.93

8.44

3.13

0.007

3

CD37

chr19

-0.39

-6.42

2.41

0.008

4

MZT2B

chr2

-1.15

-22.86

8.75

0.009

5

PLK5

chr19

-0.02

-2.52

1.00

0.01

6

NOTUM

chr17

-0.32

-4.87

2.30

0.03

Variable

Order

Gene

Chr

Coef1

HR

CI

P-value

Survival after Onset

1

SGSM3

chr22

-0.02

0.10

0.04–0.28

1.31E-05

2

EFNA2

chr19

-0.03

0.19

0.07–0.51

0.001

  1. Genes selected using Least Absolute Shrinkage and Selection Operator (LASSO) regression are shown for variables of interest. The chromosome (Chr) and LASSO coefficient (Coef1) are included. Additionally, the results of the single-gene analysis are displayed for genes identified through LASSO regression, including the coefficient (Coef2), standard error (SE), hazard ratio (HR), 95% confidence interval (CI), and/or p-value. Genes denoted by a bold font are displayed in Fig. 6. Of note, this table has been generated after adjustment for cell-type-specific markers