Table 2 Baseline and annual rates of change in plasma neurofilament light (v1 NfL, and δNfL) and their association with cognitive performance at v1 and change over time: overall and race-specific mixed-effects linear regression models: HANDLS 2004–2013a.

From: Plasma neurofilament light as a potential biomarker for cognitive decline in a longitudinal study of middle-aged urban adults

 

NfL, pg/mL, (v1 Loge transformed, z-scored)

 

δNfL, pg/mL (annualized change between v1 and v2, Loge transformed, z-score)

 
 

Model 1

Model 2

Model 1

Model 2

 

γ ± SE

γ ± SE

γ ± SE

γ ± SE

Overall

(N = 625, k = 1.9−2.0)

(N = 625, k = 1.9−2.0)

(N = 625, k = 1.9−2.0)

(N = 625, k = 1.9−2.0)

Outcome=Cognitive performance test score

Normalized MMSE

Exposure, γ0a

+1.024 ± 0.667b

+0.688 ± 0.607b

+0.719 ± 0.574

+1.009 ± 0.508**

Exposure × TIME, γ1a

−0.254 ± 0.158c

−0.208 ± 0.161c

−0.004 ± 0.144

−0.086 ± 0.143

CVLT-List A

Exposure, γ0a

+0.404 ± 0.310

+0.486 ± 0.302

−0.208 ± 0.264

−0.177 ± 0.249

Exposure × TIME, γ1a

−0.078 ± 0.067

−0.051 ± 0.070

+0.061 ± 0.060

+0.035 ± 0.060

CVLT-DFR

Exposure, γ0a

+0.164 ± 0.144

+0.226 ± 0.143

−0.127 ± 0.122

−0.139 ± 0.118

Exposure × TIME, γ1a

−0.038 ± 0.031

−0.029 ± 0.032

+0.051 ± 0.027*

+0.045 ± 0.028

BVRT

Exposure, γ0a

−0.072 ± 0.223

−0.211 ± 0.216

−0.038 ± 0.192

−0.042 ± 0.181

Exposure × TIME, γ1a

+0.059 ± 0.048

+0.058 ± 0.051

+0.005 ± 0.044

+0.015 ± 0.044

BTA

Exposure, γ0a

+0.164 ± 0.105

+0.100 ± 0.105

+0.073 ± 0.088

+0.102 ± 0.086

Exposure × TIME, γ1a

−0.036 ± 0.025

-0.037 ± 0.026

−0.013 ± 0.022

−0.016 ± 0.022

AF

Exposure, γ0a

−0.107 ± 0.253

−0.176 ± 0.250

+0.094 ± 0.218

+0.097 ± 0.210

Exposure × TIME, γ1a

+0.007 ± 0.046

+0.006 ± 0.048

−0.071 ± 0.041*

−0.077 ± 0.042*

DS-F

Exposure, γ0a

+0.104 ± 0.103

+0.046 ± 0.098

−0.021 ± 0.089

0.0077 ± 0.083

Exposure × TIME, γ1a

−0.015 ± 0.018

−0.018 ± 0.019

−0.010 ± 0.016

−0.011 ± 0.017

DS-B

Exposure, γ0a

+0.056 ± 0.097b

+0.009 ± 0.091

+0.066 ± 0.084

+0.094 ± 0.076

Exposure × TIME, γ1a

−0.023 ± 0.020

−0.025 ± 0.020

+0.005 ± 0.018

+0.000 ± 0.018

CDT

Exposure, γ0a

+0.057 ± 0.056b

+0.040 ± 0.057b

−0.005 ± 0.048

−0.005 ± 0.048

Exposure × TIME, γ1a

−0.011 ± 0.015c

−0.010 ± 0.016c

−0.003 ± 0.014 c

+0.001 ± 0.014 c

Loge(TRAILS A)

Exposure, γ0a

+0.032 ± 0.016*

+0.025 ± 0.017

+0.013 ± 0.014

+0.014 ± 0.014

Exposure × TIME, γ1a

−0.001 ± 0.004

−0.001 ± 0.004

+0.002 ± 0.004

+0.0021 ± 0.004

Loge(TRAILS B)

Exposure, γ0a

+0.026 ± 0.029

+0.023 ± 0.028

+0.014 ± 0.025

+0.010 ± 0.024

Exposure × TIME, γ1a

−0.004 ± 0.006

−0.004 ± 0.006

+0.001 ± 0.006

+0.002 ± 0.006

Whites

(N = 273, k = 1.9−2.0)

(N = 273, k = 1.9−2.0)

(N = 273, k = 1.9−2.0)

(N = 273, k = 1.9−2.0)

Outcome=Cognitive performance test score

Normalized MMSE

Exposure, γ0a

+2.334 ± 0.988**

+1.616 ± 0.836*

+0.279 ± 0.880

+0.581 ± 0.731

Exposure × TIME, γ1a

−0.661 ± 0.252***

−0.565 ± 0.246**

+0.060 ± 0.239

+0.005 ± 0.230

CVLT-List A

Exposure, γ0a

+0.311 ± 0.458

+0.194 ± 0.433

−0.518 ± 0.395

−0.369 ± 0.370

Exposure × TIME, γ1a

−0.025 ± 0.116

+0.026 ± 0.120

+0.099 ± 0.106

+0.071 ± 0.108

CVLT-DFR

Exposure, γ0a

+0.238 ± 0.214

+0.190 ± 0.208

−0.299 ± 0.184

−0.290 ± 0.178

Exposure × TIME, γ1a

−0.032 ± 0.049

−0.008 ± 0.050

+0.092 ± 0.045**

+0.086 ± 0.045*

BVRT

Exposure, γ0a

-0.217 ± 0.319

-0.206 ± 0.294

+0.147 ± 0.283

+0.008 ± 0.257

Exposure × TIME, γ1a

+0.076 ± 0.067

+0.066 ± 0.069

−0.058 ± 0.063

−0.027 ± 0.063

BTA

Exposure, γ0a

+0.375 ± 0.160**

+0.273 ± 0.158*

−0.010 ± 0.135

+0.013 ± 0.130

Exposure × TIME, γ1a

−0.072 ± 0.040*

−0.055 ± 0.040

−0.002 ± 0.036

−0.003 ± 0.035

AF

Exposure, γ0a

−0.282 ± 0.379

−0.442 ± 0.363

+0.048 ± 0.335

−0.004 ± 0.321

Exposure × TIME, γ1a

+0.004 ± 0.075

−0.005 ± 0.077

−0.075 ± 0.070

−0.063 ± 0.071

DS-F

Exposure, γ0a

0.122 ± 0.154

+0.030 ± 0.136

+0.118 ± 0.136

+0.108 ± 0.118

Exposure × TIME, γ1a

−0.021 ± 0.030

−0.025 ± 0.030

+0.012 ± 0.028

+0.016 ± 0.028

DS-B

Exposure, γ0a

+0.217 ± 0.153

+0.103 ± 0.137

+0.167 ± 0.136

+0.207 ± 0.119*

Exposure × TIME, γ1a

−0.048 ± 0.033

−0.044 ± 0.034

+0.031 ± 0.031

+0.022 ± 0.031

CDT

Exposure, γ0a

−0.075 ± 0.079

−0.066 ± 0.078

+0.085 ± 0.070

+0.091 ± 0.068

Exposure × TIME, γ1a

+0.036 ± 0.023

+0.035 ± 0.024

−0.041 ± 0.022*

−0.043 ± 0.022*

Loge(TRAILS A)

Exposure, γ0a

+0.034 ± 0.021

+0.038 ± 0.020*

+0.004 ± 0.019

+0.004 ± 0.018

Exposure × TIME, γ1a

−0.002 ± 0.005

−0.001 ± 0.005

+0.002 ± 0.004

+0.001 ± 0.005

Loge(TRAILS B)

Exposure, γ0a

+0.000 ± 0.041

+0.018 ± 0.037

+0.029 ± 0.036

+0.019 ± 0.032

Exposure × TIME, γ1a

−0.002 ± 0.009

−0.004 ± 0.009

+0.002 ± 0.008

+0.002 ± 0.008

African American

(N = 352, k = 1.9)

(N = 352, k = 1.9)

(N = 352, k = 1.9)

(N = 352, k = 1.9)

Outcome=Cognitive performance test score

Normalized MMSE

Exposure, γ0a

−0.183 ± 0.910

−0.075 ± 0.870

+1.153 ± 0.756

+1.305 ± 0.705*

Exposure × TIME, γ1a

+0.047 ± 0.203

+0.025 ± 0.210

−0.053 ± 0.180

−0.102 ± 0.182

CVLT-List A

Exposure, γ0a

+0.336 ± 0.413

+0.562 ± 0.412

+0.097 ± 0.343

+0.053 ± 0.332

Exposure × TIME, γ1a

−0.099 ± 0.080

−0.108 ± 0.084

+0.040 ± 0.068

+0.023 ± 0.070

CVLT-DFR

Exposure, γ0a

+0.066 ± 0.193

+0.216 ± 0.197

+0.039 ± 0.160

−0.009 ± 0.158

Exposure × TIME, γ1a

−0.046 ± 0.040

−0.052 ± 0.042

+0.022 ± 0.034

+0.017 ± 0.035

BVRT

Exposure, γ0a

+0.158 ± 0.317

−0.117 ± 0.314

−0.228 ± 0.264

−0.139 ± 0.255

Exposure × TIME, γ1a

+0.025 ± 0.069

+0.034 ± 0.072

+0.046 ± 0.060

+0.043 ± 0.061

BTA

Exposure, γ0a

+0.020 ± 0.140

+0.005 ± 0.141

+0.157 ± 0.116

+0.173 ± 0.115

Exposure × TIME, γ1a

−0.023 ± 0.032

−0.036 ± 0.034

−0.025 ± 0.028

−0.022 ± 0.028

AF

Exposure, γ0a

−0.110 ± 0.336

−0.062 ± 0.337

+0.193 ± 0.280

+0.182 ± 0.275

Exposure × TIME, γ1a

+0.007 ± 0.059

+0.016 ± 0.061

−0.075 ± 0.051

−0.098 ± 0.052*

DS-F

Exposure, γ0a

+0.081 ± 0.139

+0.043 ± 0.137

−0.130 ± 0.116

−0.085 ± 0.112

Exposure × TIME, γ1a

−0.011 ± 0.024

−0.013 ± 0.025

−0.023 ± 0.021

−0.025 ± 0.021

DS-B

Exposure, γ0a

−0.086 ± 0.126

−0.082 ± 0.118

−0.020 ± 0.103

−0.021 ± 0.096

Exposure × TIME, γ1a

−0.004 ± 0.024

−0.007 ± 0.025

−0.008 ± 0.021

−0.007 ± 0.022

CDT

Exposure, γ0a

+0.156 ± 0.079*

+0.134 ± 0.081

−0.072 ± 0.066

−0.070 ± 0.066

Exposure × TIME, γ1a

−0.046 ± 0.021**

−0.043 ± 0.021**

+0.022 ± 0.0180

+0.026 ± 0.018

Loge(TRAILS A)

Exposure, γ0a

+0.025 ± 0.025

+0.008 ± 0.025

+0.020 ± 0.021

+0.027 ± 0.020

Exposure × TIME, γ1a

−0.001 ± 0.006

−0.001 ± 0.006

+0.003 ± 0.005

+0.003 ± 0.005

Loge(TRAILS B)

Exposure, γ0a

+0.039 ± 0.042

+0.019 ± 0.042

−0.001 ± 0.035

−0.001 ± 0.034

Exposure × TIME, γ1a

−0.004 ± 0.009

−0.003 ± 0.009

+0.001 ± 0.007

+0.003 ± 0.007

  1. Abbreviations: AF Animal Fluency; BTA Brief Test of Attention; BVRT Benton Visual Retention Test; CDT Clock Drawing Test; CES-D Center for Epidemiologic Studies-Depression; CVLT-DFR California Verbal Learning Test-Delayed Free Recall; CVLT-List A California Verbal Learning Test-List A; DS-B Digits Span-Backward; DS-F Digits Span-Forward; HANDLS Healthy Aging in Neighborhoods of Diversity across the Life Span; HEI-2010 Healthy Eating Index, 2010 version; k number of observations/participant; MMSE Mini-Mental State Examination; SD standard deviation; SE standard error; NfL neurofilament light; TRAILS A Trailmaking test, part A; TRAILS B Trailmaking test, part B; WRAT-3 Wide Range Achievement Test, 3rd revision; X mean.
  2. *p < 0.10; **p < 0.05; ***p < 0.010; ****p < 0.001, test for null hypothesis of γ = 0. Bolded values passed correction for multiple testing; underlined values passed q < 0.05 correction for multiple testing in Model 1.
  3. aModels 1A.1−1K.2 included each of NfL (Loge transformed, z-scored) or δNfL (annualized change in Loge transformed NfL, z-scored), separately as the main predictor for v1 cognitive performance and cognitive change over time (11 test scores), using a series of mixed-effects linear regression models, carried out in the overall population, and stratified by race. These models adjusted only for age, sex, race, poverty status, and the inverse mills ratio. Models 2A.1−2K.2 followed a similar approach but adjusted further for selected socio-demographic, lifestyle, and health-related factors, namely educational attainment, the WRAT-3 score, current drug use, current tobacco use, body mass index, self-rated health, co-morbidity index, HEI-2010, total energy intake, and the CES-D total score. 1 SD of baseline Loge(NfL) is estimated at 0.51; mean = 1.98. dNfL values are annualized changes in Loge transformed NfL between v1 and v2, z-scored. 1 SD of annualized change in Loge(NfL) is estimated at 0.101; mean = 0.044.
  4. bp < 0.05 for Race × NfL/δNfL in models that are unstratified by race to which this three-way interaction was included.
  5. cp < 0.05 for Race × NfL/δNfL × TIME in models that are unstratified by race to which this two-way interaction was included.