| Literature DB >> 34398223 |
Shanice Beerepoot1,2,3, Hans Heijst4, Birthe Roos5, Mirjam M C Wamelink5, Jaap Jan Boelens2,6, Caroline A Lindemans3,7, Peter M van Hasselt8, Edwin H Jacobs9, Marjo S van der Knaap1,10, Charlotte E Teunissen4, Nicole I Wolf1.
Abstract
Metachromatic leukodystrophy is a lethal metabolic leukodystrophy, with emerging treatments for early disease stages. Biomarkers to measure disease activity are required for clinical assessment and treatment follow-up. This retrospective study compared neurofilament light chain and glial fibrillary acidic protein (GFAP) levels in CSF (n = 11) and blood (n = 92) samples of 40 patients with metachromatic leukodystrophy (aged 0-42 years) with 38 neurologically healthy children (aged 0-17 years) and 38 healthy adults (aged 18-45 years), and analysed the associations between these levels with clinical phenotype and disease evolution in untreated and transplanted patients. Metachromatic leukodystrophy subtype was determined based on the (expected) age of symptom onset. Disease activity was assessed by measuring gross motor function deterioration and brain MRI. Longitudinal analyses with measurements up to 23 years after diagnosis were performed using linear mixed models. CSF and blood neurofilament light chain and GFAP levels in paediatric controls were negatively associated with age (all P < 0.001). Blood neurofilament light chain level at diagnosis (median, interquartile range; picograms per millilitre) was significantly increased in both presymptomatic (14.7, 10.6-56.7) and symptomatic patients (136, 40.8-445) compared to controls (5.6, 4.5-7.1), and highest among patients with late-infantile (456, 201-854) or early-juvenile metachromatic leukodystrophy (291.0, 104-445) and those ineligible for treatment based on best practice (291, 57.4-472). GFAP level (median, interquartile range; picogram per millilitre) was only increased in symptomatic patients (591, 224-1150) compared to controls (119, 78.2-338) and not significantly associated with treatment eligibility (P = 0.093). Higher blood neurofilament light chain and GFAP levels at diagnosis were associated with rapid disease progression in late-infantile (P = 0.006 and P = 0.051, respectively) and early-juvenile patients (P = 0.048 and P = 0.039, respectively). Finally, blood neurofilament light chain and GFAP levels decreased during follow-up in untreated and transplanted patients but remained elevated compared with controls. Only neurofilament light chain levels were associated with MRI deterioration (P < 0.001). This study indicates that both proteins may be considered as non-invasive biomarkers for clinical phenotype and disease stage at clinical assessment, and that neurofilament light chain might enable neurologists to make better informed treatment decisions. In addition, neurofilament light chain holds promise assessing treatment response. Importantly, both biomarkers require paediatric reference values, given that their levels first decrease before increasing with advancing age.Entities:
Keywords: arylsulfatase A; biomarker; glial fibrillary acidic protein; metachromatic leukodystrophy; neurofilament light
Mesh:
Substances:
Year: 2022 PMID: 34398223 PMCID: PMC8967093 DOI: 10.1093/brain/awab304
Source DB: PubMed Journal: Brain ISSN: 0006-8950 Impact factor: 15.255
Patient demographics and disease characteristics
| Variablea | All ( | Treated ( | Untreated ( |
|
|---|---|---|---|---|
| Age at diagnosis, y | 11.1 (4.6–19.2) | 13.8 (3.2–17.4) | 9.0 (5.6–20.2) |
|
| Male | 20 (50.0) | 8 (42.1) | 12 (57.1) | 0.527 |
| Clinical phenotype, | 7/7/18/8 | 3/3/8/5 | 4/4/10/3 | 0.860 |
| Symptomatic at diagnosis | 29 (72.5) | 9 (47.4) | 20 (95.2) |
|
| Age of onset, y | 7.5 (3–14) | 12 (3–12) | 7 (4–14) |
|
| Type of first symptoms, | 14/7/8/11 | 5/2/2/10 | 9/5/6/1 |
|
| FSIQ at diagnosis | 88 (70–99) | 93 (88–105) | 65 (57–77) |
|
| GMFC‐MLD score at diagnosis | 1 (0–2) | 0 (0–1) | 1 (0–5) |
|
| MRI severity score at diagnosis | 12 (2–19) | 9 (3–12) | 18 (17–20) |
|
| Moderate to severe peripheral neuropathy | 24 (60.0) | 10 (52.6) | 14 (66.7) | 0.561 |
| Treatment, | 21/17/2 | 0/17/2 | 21/0/0 | — |
| Age at treatment, y | 14.3 (4.7–17.8) | 14.3 (4.7–17.8) | — | — |
| Rapid disease progression | 15 (37.5) | 4 (21.1) | 11 (52.4) | 0.055 |
A = adult; cp = cognitive phenotype; E-J = early-juvenile; GMFC‐MLD = Gross Motor Function Classification in metachromatic leukodystrophy; L-J = late-juvenile; L-I = late-infantile; MLD = metachromatic leukodystrophy; mp = motor phenotype; mxp = mixed phenotype; p-s = presymptomatic; y = years. aValues indicate median (IQR) or n (%) unless otherwise stated.
P-values were obtained with a chi-squared test, Fisher's exact test, or Mann–Whitney–Wilcoxon Test as appropriate. Significant P-values are indicated in bold.
Only 30 patients with available FSIQ measurements were included.
Figure 1NfL and GFAP levels in controls expressed on a log (A) NfL and (B) GFAP levels in blood are visualized over age with estimated LOESS regression curves (locally weighted scatter-plot smoother) and their 95% CIs (shadows). NfL and GFAP levels in blood show a non-linear decrease during childhood with a steeper slope in the first years of life, before increasing with advancing age in adulthood. NfL and GFAP levels in CSF show similar trends (data not shown because individual adult CSF control values were unavailable). (C) Median NfL level was significantly higher in CSF (100 pg/ml) compared to blood (5.8 pg/ml) and (D) median GFAP level was significantly higher in CSF (5564 pg/ml) compared to blood (370 pg/ml) in paired samples from paediatric controls (aged 0–17 years). Boxes depict median and IQR, grey lines indicate paired measurements, and upper/lower whiskers extend from the hinge towards the largest/smallest values but no farther than 1.5 times IQR from the hinge. The P-values were obtained with the non-parametric Wilcoxon signed-rank test.
Univariable and multivariable associations between NfL levels in blood at diagnosis and clinical parameters in patients with MLD
| Variable ( | Univariable model | Multivariable model | |||||
|---|---|---|---|---|---|---|---|
| bNfL, pg/mla | βb | 95% CI |
| βb | 95% CI |
| |
|
| — | −0.368 | −0.845–0.110 | 0.126 | NA | NA | NA |
|
| |||||||
| Female (ref) | 29.0 (18.7–116) | — | — | — | — | — | — |
| Male | 104 (50.6–291) | 2.447 | 0.766–7.819 | 0.125 | NA | NA | NA |
|
| |||||||
| Adult (ref) | 33.8 (32.4–50.6) | — | — | — | — | — | — |
| Late-juvenile | 38.6 (23.0–89.2) | 1.306 | 0.338–5.052 | 0.687 | 1.140 | 0.403–3.231 | 0.795 |
| Early-juvenile | 291 (104–445) | 6.480 | 1.359–30.890 |
| 3.471 | 1.046–11.519 |
|
| Late-infantile | 456 (201–854) | 8.030 | 1.891–34.093 |
| 3.779 | 1.153–12.386 |
|
|
| |||||||
| No (ref) | 14.7 (10.6–56.7) | — | — | — | — | — | — |
| Yes | 136 (40.8–445) | 6.558 | 2.005–21.448 |
| 1.881 | 0.593–5.61 | 0.266 |
|
| — | 1.000 | 0.970–1.032 | 0.981 | NA | NA | NA |
|
| — | 1.021 | 0.936–1.114 | 0.625 | NA | NA | NA |
|
| |||||||
| No to mild (ref) | 35.1 (16.0–87.7) | — | — | — | — | — | — |
| Moderate to severe | 266 (60.2–464) | 4.710 | 1.736–12.773 |
| 1.370 | 0.429–4.380 | 0.577 |
|
| |||||||
| No (ref) | 35.1 (18.7–80.2) | — | — | — | — | — | — |
| Yes | 291 (136–472) | 6.814 | 2.845–16.319 |
| 1.506 | 0.453–5.002 | 0.484 |
|
| |||||||
| No (ref) | 291 (57.4–472) | — | — | — | — | — | — |
| Yes | 36.6 (18.7–95.8) | 0.177 | 0.069–0.452 |
| 0.353 | 0.142–0.879 |
|
NA = not assessed; ref = reference group; y = years. aValues indicate median (IQR).
The β estimates represent multiplicative effects of parameter, holding everything else constant. However, since age at sampling was also log-transformed, this β estimate indicates the average percentage of decrease in NfL level for every percent increase in age, holding everything else constant.
P-values were obtained with univariable and multivariable linear regression models. Because of the low number of patients, only parameters that were significantly associated with bNfL level in univariable analysis were included in the multivariable analysis. These were ‘clinical phenotype’, ‘symptomatic at diagnosis’, ‘peripheral neuropathy’, ‘rapid disease progression’ and ‘proceeding to treatment’. Significant P-values are indicated in bold.
Only 22 patients with available FSIQ measurements at diagnosis were included.
Figure 2NfL and GFAP levels in blood in patients at MLD diagnosis. (A) Levels of bNfL and (B) bGFAP expressed on a log10 scale in patients with MLD compared to similar aged controls grouped by clinical phenotype and corresponding age. Boxes depict median and IQR within a group, and dots mark individual measurements. The P-values were obtained with a linear regression model adjusted for age at sampling and sex. (C) NfL levels and (D) GFAP levels in blood expressed on a log10 scale in patients with slow versus rapid disease progression, and separately for the four clinical phenotypes (E and F). Boxes depict median and IQR within a group, and dots mark individual measurements for patients. Magenta-contoured dots indicate presymptomatic patients. The P-values were obtained with a linear regression model adjusted for clinical phenotype and presence of symptoms. *P < 0.05, **P < 0.01 and ***P < 0.001. y = years.
Univariable and multivariable associations between GFAP levels in blood at diagnosis and clinical parameters in patients with MLD
| Variable ( | Univariable model | Multivariable model | ||||||
|---|---|---|---|---|---|---|---|---|
| bGFAP, pg/mla | βb | 95% CI |
| βb | 95% CI |
| ||
|
| — | −0.433 | −0.659–0.207 |
| NA | NA | NA | |
|
| ||||||||
| Female (ref) | 405 (190–680) | — | — | — | — | — | — | |
| Male | 580 (240–1150) | 1.342 | 0.674–2.674 | 0.388 | NA | NA | NA | |
|
| ||||||||
| Adult (ref) | 192 (179–221) | — | — | — | — | — | — | |
| Late-juvenile | 338 (227–458) | 1.668 | 0.894–3.110 | 0.103 | 1.581 | 0.885–2.822 | 0.115 | |
| Early-juvenile | 1150 (580–1348) | 4.558 | 2.219–9.361 |
| 3.875 | 1.949–7.704 |
| |
| Late-infantile | 1069 (781–1414) | 5.120 | 2.630–9.968 |
| 4.034 | 2.042–7.968 |
| |
|
| ||||||||
| No (ref) | 403 (280–440) | — | — | — | — | — | — | |
| Yes | 591 (224–1150) | 1.614 | 0.733–3.551 | 0.223 | NA | NA | NA | |
|
| — | 1.011 | 0.993–1.029 | 0.212 | NA | NA | NA | |
|
| — | 0.976 | 0.929–1.025 | 0.318 | NA | NA | NA | |
|
| ||||||||
| No to mild (ref) | 380 (210–454) | — | — | — | — | — | — | |
| Moderate to severe | 809 (238–1251) | 1.945 | 1.044–3.625 |
| 0.850 | 0.452–1.598 | 0.596 | |
|
| ||||||||
| No (ref) | 338 (222–440) | — | — | — | — | — | — | |
| Yes | 1069 (753–1348) | 2.604 | 1.502–4.512 |
| 1.455 | 0.734–2.881 | 0.267 | |
|
| ||||||||
| No (ref) | 1069 (358–1348) | — | — | — | — | — | — | |
| Yes | 360 (227–458) | 0.489 | 0.266–0.898 |
| 0.678 | 0.428–1.074 | 0.093 | |
NA = not assessed; ref = reference group; y = years. aValues indicate median (IQR).
The β estimates represent multiplicative effects of parameter, holding everything else constant. However, since age at sampling was also log-transformed, this β estimate indicates the average percentage of decrease in GFAP level for every percent increase in age, holding everything else constant.
P-values were obtained with univariable and multivariable linear regression models. Because of the low number of patients, only parameters that were significantly associated with bNfL level in univariable analysis were included in the multivariable analysis. These were ‘clinical phenotype’, ‘peripheral neuropathy’, ‘rapid disease progression’ and ‘proceeding to treatment’. ‘Age at sampling’ was removed from the model due to strong multicollinearity. Significant P-values are indicated in bold.
Only 22 patients with available FSIQ measurements at diagnosis were included.
Figure 3Longitudinal comparison of untreated and treated patients with MLD according to age (A and C) or since diagnosis (B and D). The left panels show the course of bNfL level (A) and bGFAP level (C) over time according to age as estimated by a linear mixed model for untreated (peach line) and treated patients (blue line). The 95% CIs are shown as shadows in a corresponding colour. Reference values are visualized in green with an estimated LOESS regression curve and 95% CI (shadow). Coloured dots (measurements) and shaded lines (course over time) reflect the individual patient data. The right panels show the same individual patient data at bNfL level (B) and bGFAP level (D), but over time since diagnosis.
Multivariable associations between NfL levels in blood over time and clinical parameters in untreated and treated patients with MLD
| Variable ( | Full model | Final model | ||||
|---|---|---|---|---|---|---|
| βa | 95% CI |
| βa | 95% CI |
| |
|
| See |
| See |
| ||
|
| −0.663 | −1.519–0.194 | 0.127 | −0.854 | −1.097 to −0.612 |
|
|
| ||||||
| Female (ref) | — | — | — | — | — | — |
| Male | 1.248 | 0.713–2.184 | 0.421 | 1.459 | 0.979–2.176 | 0.063 |
|
| ||||||
| Adult (ref) | — | — | — | — | — | — |
| Late-juvenile | 1.003 | 0.366–2.753 | 0.995 | NA | NA | NA |
| Early-juvenile | 0.936 | 0.175–5.005 | 0.936 | NA | NA | NA |
| Late-infantile | 1.235 | 0.098–15.525 | 0.865 | NA | NA | NA |
|
| ||||||
| Presymptomatic (ref) | — | — | — | — | — | — |
| Motor phenotype | 1.641 | 0.535–5.030 | 0.370 | NA | NA | NA |
| Mixed phenotype | 1.759 | 0.549–5.563 | 0.898 | NA | NA | NA |
| Cognitive phenotype | 1.062 | 0.409–2.753 | 0.898 | NA | NA | NA |
|
| 0.989 | 0.902–1.083 | 0.801 | NA | NA | NA |
|
| ||||||
| No to mild (ref) | — | — | — | — | — | — |
| Moderate to severe | 1.047 | 0.581–1.886 | 0.875 | NA | NA | NA |
|
| ||||||
| No (ref) | — | — | — | — | — | — |
| Yes | 0.409 | 0.179–0.933 |
| 0.388 | 0.256–0.588 |
|
NA = not applicable; rcs = restricted cubic splines; ref = reference group; y = years. aThe β estimates represent multiplicative effects of parameter, holding everything else constant. However, since age at sampling was also log-transformed, this β estimate indicates the average percentage of decrease in NfL level for every percent increase in age, holding everything else constant.
P-values were obtained with a multivariable mixed-effect model including all parameters (full model) and only those selected by maximum likelihood estimation (final model). Significant P-values are indicated in bold.
Multivariable associations between GFAP levels in blood over time and clinical parameters in untreated and treated patients with MLD
| Variable ( | Full model | Final model | ||||
|---|---|---|---|---|---|---|
| βa | 95% CI |
| βa | 95% CI |
| |
|
| See | NS | See | NS | ||
|
| −1.583 | −2.206 to −0.956 |
| −1.469 | −1.963 to −1.000 |
|
|
| ||||||
| Female (ref) | — | — | — | — | — | — |
| Male | 0.854 | 0.604–1.207 | 0.354 | NA | NA | NA |
|
| ||||||
| Adult (ref) | — | — | — | — | — | — |
| Late-juvenile | 0.481 | 0.226–1.027 | 0.058 | 0.581 | 0.342–0.987 |
|
| Early-juvenile | 0.290 | 0.084–1.000 | 0.050 | 0.358 | 0.147–0.870 |
|
| Late-infantile | 0.147 | 0.023–0.957 |
| 0.208 | 0.060–0.719 |
|
|
| ||||||
| Presymptomatic (ref) | — | — | — | — | — | — |
| Motor phenotype | 1.369 | 0.651–2.878 | 0.390 | NA | NA | NA |
| Mixed phenotype | 1.162 | 0.562–1.429 | 0.673 | NA | NA | NA |
| Cognitive phenotype | 0.778 | 0.424–1.429 | 0.401 | NA | NA | NA |
|
| 1.076 | 1.005–1.151 |
| 1.060 | 1.030–1.091 |
|
|
| ||||||
| No to mild (ref) | — | — | — | — | — | — |
| Moderate to severe | 0.758 | 0.521–1.102 | 0.139 | NA | NA | NA |
|
| ||||||
| No (ref) | — | — | — | — | — | — |
| Yes | 1.113 | 0.588–2.108 | 0.731 | NA | NA | NA |
NA = not applicable; rcs = restricted cubic splines; ref = reference group; y = years. aThe β estimates represent multiplicative effects of parameter, holding everything else constant. However, since age at sampling was also log-transformed, this β estimate indicates the average percentage of decrease in GFAP level for every percent increase in age, holding everything else constant.
P-values were obtained with a multivariable mixed-effect model including all parameters (full model) and only those selected by maximum likelihood estimation (final model). Significant P-values are indicated in bold.