Table 2 Multiple linear regression table of n = 43 participants with cognitive tests as dependent variables.

From: Predicting performance in attention by measuring key metabolites in the PCC with 7T MRS

 

Glutamate

Glutamine

GABA

Myo-Inositol

Aspartate

TMT A

B

− 3.565

B

− 5.002

B

− 1.467

B

− 8.837

B

− 8.600

SE B

2.356

SE B

3.805

SE B

8.701

SE B

3.044

SE B

5.716

β

− 0.238

β

− 0.219

β

− 0.028

β

− 0.431

β

− 0.229

p (CE)

0.138

p (CE)

0.196

p (CE)

0.867

p (CE)

0.006

p (CE)

0.140

p (BS)

0.226

p (BS)

0.336

p (BS)

0.832

p (BS)

0.008

p (BS)

0.120

Bootstrap CI

(− 10.298) − (1.706)

Bootstrap CI

(− 14.094) − (4.284)

Bootstrap CI

(− 17.335) − (12.883)

Bootstrap CI

(− 14.994) − (− 3.468)

Bootstrap CI

(− 20.610) − (0.853)

TMT B

B

− 6.410

B

− 3.717

B

− 15.285

B

− 15.207

B

− 8.998

SE B

4.287

SE B

7.043

SE B

16.447

SE B

5.596

SE B

10.591

β

− 0.237

β

− 0.090

β

− 0.155

β

− 0.411

β

− 0.133

p (CE)

0.143

p (CE)

0.601

p (CE)

0.358

p (CE)

0.010

p (CE)

0.401

p (BS)

0.224

p (BS)

0.590

p (BS)

0.296

p (BS)

0.027

p (BS)

0.310

Bootstrap CI

(− 17.782) − (2.461)

Bootstrap CI

(− 17.557) − (9.887)

Bootstrap CI

(− 47.505) − (15.557)

Bootstrap CI

(− 28.408) − (− 3.212)

Bootstrap CI

(− 28.641) − (7.713)

Alertness without signal Median

B

− 8.267

B

− 3.794

B

2.268

B

− 1.764

B

− 31.413

SE B

7.109

SE B

11.713

SE B

27.334

SE B

9.873

SE B

16.578

β

− 0.181

β

− 0.055

β

0.014

β

− 0.029

β

− 0.281

p (CE)

0.252

p (CE)

0.748

p (CE)

0.934

p (CE)

0.859

p

0.066

p (BS)

0.282

p (BS)

0.688

p (BS)

0.936

p (BS)

0.882

Bootstrap p

0.070

Bootstrap CI

(− 22.994) − (8.135)

Bootstrap CI

(− 25.461) − (15.289)

Bootstrap CI

(− 47.127) − (47.575)

Bootstrap CI

(− 20.740) − (20.730)

Boostrap CI

(− 64.486) − (3.301)

Alertness without Signal SD

B

− 0.934

B

− 6.460

B

19.719

B

2.347

B

− 17.996

SE B

3.466

SE B

5.530

SE B

12.699

SE B

4.723

SE B

7.795

β

− 0.044

β

− 0.205

β

0.257

β

0.083

β

− 0.349

p (CE)

0.789

p (CE)

0.250

p (CE)

0.129

p (CE)

0.622

p (CE)

0.026

p (BS)

0.816

p (BS)

0.319

p (BS)

0.199

p (BS)

0.540

p (BS)

0.096

Bootstrap CI

(− 8.366) − (6.477)

Bootstrap CI

(− 18.639) − (4.730)

Bootstrap CI

(− 9.258) − (45.402)

Bootstrap CI

(− 5.799) − (10.024)

Bootstrap CI

(− 39.912) − (0.604)

Alertness with Signal Median

B

− 0.008

B

0.221

B

4.990

B

4.808

B

− 16.867

SE B

5.197

SE B

8.609

SE B

19.713

SE B

7.097

SE B

12.289

β

0.000

β

0.005

β

0.043

β

0.111

β

− 0.215

p (CE)

0.999

p (CE)

0.980

p (CE)

0.802

p (CE)

0.502

p (CE)

0.178

p (BS)

1.000

p (BS)

0.978

p (BS)

0.757

p (BS)

0.523

p (BS)

0.193

Bootstrap CI

(− 10.321) − (11.148)

Bootstrap CI

(− 16.648) − (17.002)

Bootstrap CI

(− 27.895) − (40.711)

Bootstrap CI

(− 8.145) − (21.535)

Bootstrap CI

(− 43.818) − (5.518)

Alertness with signal SD

B

− 3.814

B

− 1.158

B

12.113

B

1.710

B

− 7.175

SE B

3.407

SE B

5.611

SE B

12.865

SE B

4.719

SE B

8.212

β

− 0.179

β

− 0.036

β

0.157

β

0.060

β

− 0.138

p (CE)

0.270

p (CE)

0.838

p (CE)

0.352

p (CE)

0.719

p (CE)

0.388

p (BS)

0.242

p (BS)

0.855

p (BS)

0.145

p (BS)

0.658

p (BS)

0.421

Bootstrap CI

(− 10.123) − (3.002)

Bootstrap CI

(− 13.608) − (11.409)

Bootstrap CI

(− 6.577) − (27.184)

Bootstrap CI

(− 5.377) − (9.011)

Bootstrap CI

(− 24.783) − (9.133)

Phasic Alertness

B

− 0.033

B

− 0.052

B

0.000

B

− 0.014

B

− 0.026

SE B

0.019

SE B

0.032

SE B

0.076

SE B

0.027

SE B

0.048

β

− 0.271

β

− 0.284

β

0.001

β

− 0.085

β

− 0.087

p (CE)

0.096

p (CE)

0.106

p (CE)

0.995

p (CE)

0.615

p (CE)

0.589

p (BS)

0.066

p (BS)

0.077

p (BS)

0.997

p (BS)

0.562

p (BS)

0.626

Bootstrap CI

(− 0.073) − (0.004)

Bootstrap CI

(− 0.106) − (0.003)

Bootstrap CI

(− 0.153) − (0.131)

Bootstrap CI

(− 0.054) − (0.042)

Bootstrap CI

(− 0.109) − (0.108)

Go/No-go Mean

B

1.681

B

− 10.977

B

35.879

B

11.868

B

− 72.405

SE B

14.224

SE B

23.006

SE B

53.229

SE B

19.337

SE B

32.050

β

0.019

β

− 0.083

β

0.113

β

0.100

β

− 0.337

p (CE)

0.907

p (CE)

0.636

p (CE)

0.504

p (CE)

0.543

p (CE)

0.030

p (BS)

0.924

p (BS)

0.608

p (BS)

0.553

p (BS)

0.548

p (BS)

0.097

Bootstrap CI

(− 32.058) − (34.624)

Bootstrap CI

(− 51.117) − (28.221)

Bootstrap CI

(− 78.132) − (145.463)

Bootstrap CI

(− 34.618) − (51.005)

Bootstrap CI

(− 157.084) − (0.542)

Go/No-go Mistakes

B

− 0.143

B

0.176

B

0.032

B

− 0.177

B

1.808

SE B

0.285

SE B

0.462

SE B

1.077

SE B

0.389

SE B

0.620

β

− 0.082

β

0.068

β

0.005

β

0.389

β

0.426

p (CE)

0.619

p (CE)

0.705

p (CE)

0.976

p (CE)

0.653

p (CE)

0.006

p (BS)

0.604

p (BS)

0.721

p (BS)

0.982

p (BS)

0.615

p (BS)

0.008

Bootstrap CI

(− 0.733) − (0.482)

Bootstrap CI

(− 0.665) − (1.166)

Bootstrap CI

(− 2.190) − (2.638)

Bootstrap CI

(− 0.948) − (0.617)

Bootstrap CI

(0.525) − (2.998)

  1. The independent variables are each individual metabolite, age and gender. The values for the covariates age and gender are not represented in this table because they were of no interest. Cognitive tests: TMT A = Trail Making Test A; TMT B = Trail Making Test B; Alertness without signal median = median reaction time of alertness task without signal; Alertness without signal SD = standard deviation of alertness without signal; Alertness with signal median = median reaction time of alertness task with signal; Alertness with signal SD = standard deviation of alertness with signal; Go/No-go mean = Mean of the reaction time in the Go/No-go task; Go/No-go mistakes = Number of Mistakes in the Go/No-go task. Metabolites: Asp = aspartate; Myo-Ins = myo-inositol; Glu = glutamate; Gln = glutamine; GABA = gamma aminobutyric acid. Covariate table with values of metabolites: B = unstandardised beta; SE B = standard error beta; β = beta, standardized coefficient; p(CE) = p value of metabolite coefficient. Values for bootstrapping: p(BS) = p after the bootstrapping; BS CI = lower and upper 95% confidence interval value of bootstrapping. * = p < 0.05; ** = p < 0.01.
  2. Significant values are in bold.