Cited by 13Alzheimer's disease research and treatmentsDementia and Cognitive Impairment ResearchCerebrospinal fluid and hydrocephalus

Cerebrospinal fluid levels of the neurotrophic factor neuroleukin are increased in early Alzheimer’s disease, but not in cerebral amyloid angiopathy

Open access
De Kort, Anna M., Kuiperij, H. Bea, Alcolea, Daniel, Kersten, Iris, Versleijen, Alexandra A. M., Greenberg, Steven M., Stoops, Erik, Schreuder, Floris H. B. M. +4 more·2021·Alzheimer's Research & Therapy

Abstract

Background: Neuroleukin (NLK) is a protein with neurotrophic properties and is present in a proportion of senile plaques and amyloid laden vessels. It has been suggested that NLK is part of a neuroprotective response to amyloid β-induced cell death. The aim of our study was to investigate the value of cerebrospinal fluid (CSF) NLK levels as a biomarker of vascular amyloid deposition in patients with cerebral amyloid angiopathy (CAA) and in patients with amnestic mild cognitive impairment (aMCI) and Alzheimer’s disease (AD). Methods: CSF NLK levels were quantified by ELISA in CAA patients ( n = 25) and controls ( n = 27) and in two independent samples of aMCI patients, AD patients, and controls: (1) From the Radboud University Medical Center (Nijmegen), we included n = 19 aMCI patients, n = 40 AD patients, and n = 32 controls. (2) From the Hospital of Sant Pau (Barcelona), we included n = 33 aMCI patients, n = 17 AD patients, and n = 50 controls. Results: CSF NLK levels were similar in CAA patients and controls ( p = 0.95). However, we found an elevated CSF concentration of NLK in aMCI ( p < 0.0001) and AD patients ( p < 0.0001) compared to controls in both samples sets. In addition, we found a correlation of CSF NLK with CSF YKL-40 (age-adjusted-spearman-rank-coefficient = 0.82, p < 0.0001) in aMCI/AD patients, a well-known glial marker of neuro-inflammation. Conclusions: We found that CSF NLK levels are elevated in aMCI and AD patients compared to controls, but are not increased in CAA patients. CSF NLK levels may be related to an increased neuroinflammatory state in early stages of AD, given its association with YKL-40.

AI snapshot

Written from the paper’s full text.

TL;DR

CSF neuroleukin (NLK) was elevated in amnestic mild cognitive impairment (aMCI) and Alzheimer’s disease (AD) patients compared with controls in two independent cohorts, but not in sporadic cerebral amyloid angiopathy (CAA) patients. NLK correlated strongly with the neuroinflammatory marker YKL-40 in aMCI/AD patients, suggesting a link to early AD-related neuroinflammation.

Key findings

  • CSF NLK did not differ between sporadic CAA patients (n = 25) and controls (n = 27): median 3.39 vs 3.31 ng/ml, p = 0.95; age- and sex-adjusted p = 0.40.
  • CSF NLK was increased in aMCI and AD versus controls in both samples: Nijmegen aMCI p = 0.009 and AD p < 0.0001 (age/sex-adjusted); Barcelona aMCI p = 0.018 and AD p = 0.008 (age/sex-adjusted). A+T+(N+) aMCI/AD patients had higher NLK than A−T−(N−) controls (Nijmegen 5.21 ± 1.08 vs 2.72 ± 1.0 ng/ml, p < 0.0001; Barcelona 4.44 ± 1.28 vs 3.15 ± 0.91 ng/ml, p = 0.001).
  • CSF NLK correlated with CSF YKL-40 in aMCI/AD patients (age-adjusted Spearman r = 0.82, p < 0.0001) but not in controls (r = −0.14, p = 0.47); it also correlated with t-tau and p-tau in both aMCI/AD samples.
  • ROC AUCs for NLK: aMCI vs controls 0.81 (95% CI 0.68–0.93) in Nijmegen and 0.74 (95% CI 0.63–0.85) in Barcelona; AD vs controls 0.82 (95% CI 0.73–0.92) in Nijmegen and 0.83 (95% CI 0.73–0.93) in Barcelona.

Methods

  • Case-control biomarker study: sporadic CAA patients (n = 25) and controls (n = 27); two independent aMCI/AD/control samples: Nijmegen n = 19 aMCI, n = 40 AD, n = 32 controls; Barcelona n = 33 aMCI, n = 17 AD, n = 50 controls.
  • CSF NLK quantified by ELISA (Abcam human glucose-6-phosphate isomerase kit); total protein, Aβ42, p-tau, t-tau, Aβ40, and YKL-40 were also measured; ATN status was stratified using local cutoffs, and MRI GCA/MTA scores were available in subsets.
  • Group comparisons adjusted for age and sex, and additionally for CSF total protein; analyses included ROC/AUC, Spearman correlations, and partial correlations with age as covariate.

Limitations

  • Stated: YKL-40 levels were unavailable for the Nijmegen CAA, AD, and control samples; detailed cognitive status was lacking for CAA patients; controls were significantly younger than aMCI/AD patients; group sizes were relatively small.
  • Stated strength: findings were validated in two independent aMCI/AD samples with thorough clinical evaluation and, for many participants, imaging and AD biomarker data.
  • Evident from the text: the cross-sectional design cannot establish whether increased NLK precedes or follows AD pathology; the CAA sample was small and mostly probable CAA; some reported p-values for aMCI comparisons differ between the abstract, results, and figure legends, so effect estimates should be interpreted cautiously.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1186/s13195-021-00899-0

Cites

40 of 40 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

14 of 29 cited sources checked · 5 supported · 1 flagged · accuracy not yet measured

  • Findingown data

    In the Barcelona aMCI/AD patients, CSF NLK correlated with CSF YKL-40 (rSPc = 0.82, p < 0.0001).

    “This correlation was prominent in the aMCI/AD patients (rSPc = 0.82, p < 0.0001), but not in the controls (rSPc = −0.14, p = 0.47).”
    • Also stated in: § Discussion · hedged
      “(3) CSF NLK levels were associated with CSF YKL-40 levels in aMCI/AD patients, which suggests an association of NLK with neuroinflammation.”
    Quote in the paperSubstantial claim
  • Findingown data

    CSF NLK correlated with Aβ42 in Nijmegen aMCI/AD patients and controls (rSPc = −0.29, p = 0.005).

    “CSF NLK correlated with Aβ42 levels in the Nijmegen aMCI/AD patients and controls (rSPc = −0.29, p = 0.005), but not in the Barcelona aMCI/AD patients and controls (rSPc = −0.014, p = 0.89).”
    Quote in the paperNot a substantial claim
  • Findingown data

    The difference in CSF NLK between A+T+(N+) aMCI/AD patients and A−T−(N−) controls remained after additional adjustment for total protein.

    “This difference remained after additional adjustment for total protein (p = 0.001).”
    Quote in the paperSubstantial claim
  • Findingown data

    CSF NLK correlated with total protein.

    “Again, NLK correlated with age (rSP = 0.43, p < 0.0001) and with total protein (rSP = 0.32, p < 0.0001).”
    Quote in the paperNot a substantial claim
  • Findingown data

    CSF NLK levels do not correlate with total protein in the CAA cohort.

    “we found no correlation with total protein (rSP = 0.008, p = 0.95)”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. 43
  • May combine two claims. 16
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    YKL-40 is mainly expressed by astrocytes, but also by microglia, often in close vicinity to senile plaques and neurofibrillary tangles.

    “YKL-40 is mainly expressed by astrocytes, but also by microglia, often in close vicinity to senile plaques and neurofibrillary tangles [15–17].”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [15] Craig-Schapiro R, Perrin RJ, Roe CM, Xiong C, Carter D, Cairns NJ, et al. YKL-40: a novel prognostic fluid biomarker for preclinical Alzheimer’s disease. Biol Psychiatry. 2010;68(10):903–12. https://doi.org/10.1016/j.biopsych.2010.08.025. source

      The Results section reports YKL-40 in astrocytes near amyloid plaques, but explicitly says it was not observed in the microglia identified by either marker. It reports occasional neurofibrillary tangles in rare YKL-40-positive white-matter neurons, not as evidence of expression by microglia near tangles. (LLM, conf=0.88)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
    • cites [16] Querol-Vilaseca M, Colom-Cadena M, Pegueroles J, San Martín-Paniello C, Clarimon J, Belbin O, et al. YKL-40 (Chitinase 3-like I) is expressed in a subset of astrocytes in Alzheimer’s disease and other tauopathies. J Neuroinflammation. 2017;14(1):118. https://doi.org/10.1186/s12974-017-0893-7. source

      The Results report that 75–85% of YKL-40 immunoreactivity colocalized with an astroglial marker, supporting the astrocyte portion of the claim. But the Results found no colocalization with a microglial marker, and the Discussion says the authors did not detect YKL-40 in microglia. The paper does not establish that YKL-40-positive cells are often close to senile plaques or neurofibrillary tangles; it describes the astrocytes as mainly isolated. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [17] Bonneh-Barkay D, Bissel SJ, Kofler J, Starkey A, Wang G, Wiley CA. Astrocyte and macrophage regulation of YKL-40 expression and cellular response in neuroinflammation. Brain Pathol. 2012;22(4):530–46. https://doi.org/10.1111/j.1750-3639.2011.00550.x. source

      The Results section reports YKL-40 expression in reactive astrocytes in the examined neuroinflammatory conditions, supporting the astrocyte portion of the claim. It reports no YKL-40 staining in the examined parenchymal microglia, and does not address proximity to senile plaques or neurofibrillary tangles. No page numbers are available in our copy. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    NLK may support survival of sensory and spinal neurons and stimulate axonal growth.

    “may support survival of sensory and spinal neurons and stimulate axonal growth [10–13]”
    Quote in the paperNot a substantial claim2 of 4 sources checked
    • cites [10] Gurney ME, Apatoff BR, Heinrich SP. Suppression of terminal axonal sprouting at the neuromuscular junction by monoclonal antibodies against a muscle-derived antigen of 56,000 daltons. J Cell Biol. 1986;102(6):2264–72. https://doi.org/10.1083/jcb.102.6.2264. source

      The discussion (page not identified in our copy) associates the 56-kD antigen with spinal-neuron survival activity in culture, and reports that antibodies against it suppress motor-axon terminal sprouting. It does not identify the antigen as NLK or report that it supports sensory-neuron survival, so those parts of the claim are not established by this paper. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [11] Deng L, Shi B, Zhuang Y, Chu J, Shi X, Zhang S, et al. Performance and mechanism of neuroleukin in the growth and survival of sertoli cell-induced neurons in a coculture system. Cell Transplanti J. 2014;23(3):381–94. https://doi.org/10.3727/096368913X663578. source
    • cites [12] Gurney MEM. Molecular cloning and expression of neuroleukin, a neurotrophic factor for spinal and sensory neurons. Science. 1986;234(4776):566–74. https://doi.org/10.1126/science.3764429. source
    • cites [13] Tanie Y, Tanabe N, Kuboyama T, Tohda C. Extracellular neuroleukin enhances neuroleukin secretion from astrocytes and promotes axonal growth in vitro and in vivo. Front Pharmacol. 2018;9:1228. https://doi.org/10.3389/fphar.2018.01228. source

      The Introduction (page unavailable) reports pro-survival effects of NLK in cultured sensory neurons, and the Results report increased axonal density in cultured cortical neurons and spinal-cord-injured mice. The paper does not report a survival effect specifically in spinal neurons, so that part of the claim is not established by our copy. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Genome-wide association studies have identified associations between inflammation- and immune-related variants in genes (such as a missense mutation in TREM2) and increased AD risk.

    “In addition, genome-wide association studies have identified associations between inflammation- and immune-related variants in genes (such as a missense mutation in the gene encoding for TREM2, a receptor expressed on microglia) and increased AD risk [36].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [36] Karch CM, Goate AM. Alzheimer’s disease risk genes and mechanisms of disease pathogenesis. Biol Psychiatry. 2015;77(1):43–51. https://doi.org/10.1016/j.biopsych.2014.05.006. source

      The Immune Response section reports GWAS associations for several immune-related genes, and its TREM2 subsection reports that rare missense TREM2 variants increase late-onset AD risk. But the Immune Response section says TREM2 coding variants were identified in sequencing studies, not GWAS; the Emerging Genetics section explicitly distinguishes those methods. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In the extracellular space, NLK supports neuronal survival and stimulates axonal growth.

    “In the extracellular space NLK supports neuronal survival and stimulates axonal growth [10–13]”
    Quote in the paperNot a substantial claim2 of 4 sources checked
    • cites [10] Gurney ME, Apatoff BR, Heinrich SP. Suppression of terminal axonal sprouting at the neuromuscular junction by monoclonal antibodies against a muscle-derived antigen of 56,000 daltons. J Cell Biol. 1986;102(6):2264–72. https://doi.org/10.1083/jcb.102.6.2264. source

      The Discussion (p. 2271) associates the soluble, muscle-derived 56-kD antigen with spinal-neuron survival activity in preliminary culture results and finds it necessary for motor-axon terminal sprouting. It does not identify the antigen as NLK or establish that it independently stimulates axonal growth; the authors explicitly leave open whether it is a sprouting factor or a necessary co-factor. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites [11] Deng L, Shi B, Zhuang Y, Chu J, Shi X, Zhang S, et al. Performance and mechanism of neuroleukin in the growth and survival of sertoli cell-induced neurons in a coculture system. Cell Transplanti J. 2014;23(3):381–94. https://doi.org/10.3727/096368913X663578. source
    • cites [12] Gurney MEM. Molecular cloning and expression of neuroleukin, a neurotrophic factor for spinal and sensory neurons. Science. 1986;234(4776):566–74. https://doi.org/10.1126/science.3764429. source
    • cites [13] Tanie Y, Tanabe N, Kuboyama T, Tohda C. Extracellular neuroleukin enhances neuroleukin secretion from astrocytes and promotes axonal growth in vitro and in vivo. Front Pharmacol. 2018;9:1228. https://doi.org/10.3389/fphar.2018.01228. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Aβ may initiate microglial activation, resulting in microglial migration to plaques, phagocytosis, and enzymatic degradation of Aβ.

    “Furthermore, Aβ may initiate microglial activation, resulting in microglial migration to plaques, phagocytosis, and enzymatic degradation of Aβ [37].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [37] Heneka MT, Carson MJ, Khoury JE, Landreth GE, Brosseron F, Feinstein DL, et al. Neuroinflammation in Alzheimer’s disease. Lancet Neurol. 2015;14(4):388–405. https://doi.org/10.1016/S1474-4422(15)70016-5. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Previous immunohistochemical studies in AD patients and in a transgenic rat model of CAA have found that CAA type 1, i.e., amyloid deposition in the capillary vessels, was associated with perivascular inflammation.

    “On the other hand, previous immunohistochemical studies in AD patients and in a transgenic rat model of CAA have found that CAA type 1, i.e., amyloid deposition in the capillary vessels, was associated with perivascular inflammation [39, 40].”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [39] Zhu X, Hatfield J, Sullivan JK, Xu F, Van Nostrand WE. Robust neuroinflammation and perivascular pathology in rTg-DI rats, a novel model of microvascular cerebral amyloid angiopathy. J Neuroinflammation. 2020;17(1):78. https://doi.org/10.1186/s12974-020-01755-y. source
    • cites [40] Richard E, Carrano A, Hoozemans JJ, van Horssen J, van Haastert ES, Eurelings LS, et al. Characteristics of dyshoric capillary cerebral amyloid angiopathy. J Neuropathol Exp Neurol. 2010;69(11):1158–67. https://doi.org/10.1097/NEN.0b013e3181fab558. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Prolonged microglial activation may be detrimental, leading to a self-perpetuating cycle involving production of neurotoxic pro-inflammatory cytokines, damaging neurons, inducing more recruitment of microglia, further increasing their activation and release of pro-inflammatory cytokines.

    “Prolonged microglial activation may be detrimental, since it eventually leads to a self-perpetuating cycle involving the production of neurotoxic pro-inflammatory cytokines, damaging neurons, inducing more recruitment of microglia, further increasing their activation and release of pro-inflammatory cytokines [35].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [35] Kinney JW, Bemiller SM, Murtishaw AS, Leisgang AM, Salazar AM, Lamb BT. Inflammation as a central mechanism in Alzheimer’s disease. Alzheimers Dement. 2018;4(1):575–90. https://doi.org/10.1016/j.trci.2018.06.014. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Inflammation does not seem to be a major component in CAA-related microhemorrhage or microinfarction, with the exception of a rare clinical subtype: CAA-related inflammation.

    “Inflammation does, however, not seem to be a major component in CAA-related microhemorrhage or microinfarction [38], with the exception of a rare clinical subtype: CAA-related inflammation [6].”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [38] van Veluw SJ, Scherlek AA, Freeze WM, Ter Telgte A, van der Kouwe AJ, Bacskai BJ, et al. Different microvascular alterations underlie microbleeds and microinfarcts. Ann Neurol. 2019;86(2):279–92. https://doi.org/10.1002/ana.25512. source

      The Discussion (page unavailable) argues against local inflammatory responses as an explanation for the vessel-wall changes observed around microbleeds. It does not assess whether inflammation is a major component of CAA-related microinfarction, or rule it out generally for microhemorrhage. The rare inflammatory subtype is attached to a different citation in the citing sentence. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
    • cites [6] Greenberg SM, Bacskai BJ, Hernandez-Guillamon M, Pruzin J, Sperling R, van Veluw SJ. Cerebral amyloid angiopathy and Alzheimer disease - one peptide, two pathways. Nat Rev Neurol. 2020;16(1):30–42. https://doi.org/10.1038/s41582-019-0281-2. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Chronic microglial inflammation has been observed in the brains of AD patients at various disease stages, and pro-inflammatory cytokines such as IL-1β, IL-2, IL-6, and tumor necrosis factor-α have been shown to be upregulated in AD.

    “Chronic microglial inflammation has been observed in the brains of AD patients at various disease stages, and pro-inflammatory cytokines such as IL-1β, IL-2, IL-6, and tumor necrosis factor-α have been shown to be upregulated in AD [35].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [35] Kinney JW, Bemiller SM, Murtishaw AS, Leisgang AM, Salazar AM, Lamb BT. Inflammation as a central mechanism in Alzheimer’s disease. Alzheimers Dement. 2018;4(1):575–90. https://doi.org/10.1016/j.trci.2018.06.014. source

      The Overview describes chronic neuroinflammation in AD as involving activated microglia. The Specific cytokine signaling in AD section reports elevated IL-1β, IL-6, and TNF-α in AD patients, including IL-1β in both MCI and AD. Our copy does not establish that IL-2 is upregulated in AD, so the full cytokine list is not supported. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    CSF NLK correlated with age.

    “Again, NLK correlated with age (rSP = 0.43, p < 0.0001) and with total protein (rSP = 0.32, p < 0.0001).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    CSF NLK levels were increased in aMCI patients and in AD patients, as established in two independent samples from two different centers.

    “The main findings of our study are as follows: (1) CSF NLK levels were increased in aMCI patients and in AD patients, as established in two independent samples from two different centers.”
    • Also stated in: § Conclusions · plain
      “We conclude that CSF NLK is increased in aMCI and AD patients, but not in CAA patients, which indicates that it is a marker associated with early stage AD.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Controls were significantly younger than the aMCI patients and AD patients.

    “Furthermore, controls were significantly younger than the aMCI patients and AD patients.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Additional adjustment for CSF total protein yielded similar results in Barcelona.

    “Additional adjustment for CSF total protein yielded similar results (p = 0.013 and p = 0.005, respectively).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The increase in NLK mRNA in cultured human brain pericytes after exposure to Aβ40 may represent an attempt to survive Aβ-induced cell death.

    “which may represent an attempt to survive Aβ-induced cell death”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [8] Rensink AAM, Otte-Höller I, Donkelaar HJ, De Waal RMW, Kremer B, Verbeek MM. Differential gene expression in human brain pericytes induced by amyloid-β protein. Neuropathol Appl Neurobiol. 2004;30(3):279–91. https://doi.org/10.1111/j.1365-2990.2004.00536.x. source
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductnone given

    The technician performing CSF analyses was blinded for clinical diagnoses, and patient and control samples were randomly analyzed.

    “For all CSF analyses, the technician who performed the analysis was blinded for the clinical diagnoses, and patient and controls samples were randomly analyzed to overcome bias.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    In the Barcelona cohort, sex distribution was similar but aMCI and AD patients were older than controls.

    “Sex distribution was similar, whereas aMCI (mean age 70 ± 3 year, 30% male), and AD patients (mean age 67 ± 7 years, 47% male) were older (p < 0.0001 and p = 0.002) than the control subjects (mean age 63 ± 4 years, 50% male; Table 3).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    Each MRI was rated independently by two trained raters, with good agreement (weighted Cohen's κ 0.69 for GCA and 0.73 for MTA).

    “Each MRI was rated independently by two trained raters (AK and LR), and there was a good agreement between the two raters: a weighted Cohen’s κ of 0.69 for GCA and 0.73 for MTA.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    The mean intra-assay CV was 3.6 ± 3.6% and inter-assay CV was 4.9 ± 2.9%.

    “The mean intra-assay coefficient of variation (CV) for CSF samples (duplicate measures) was 3.6 ± 3.6% and the mean inter-assay CV was 4.9 ± 2.9%.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    MRI images were reviewed blinded to all clinical and CSF data.

    “MRI images were reviewed blinded to all clinical and CSF data and scored for medial temporal lobe atrophy (MTA) [29] and global cortical atrophy (GCA) [30].”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Additional adjustment for CSF total protein did not affect the results in CAA.

    “Additional adjustment for CSF total protein did not affect the results (p = 0.34).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    The NLK ELISA had a lower limit of detection of 61 pg/ml and all CSF measures were above it.

    “The lower limit of detection (LLOD) of the NLK ELISA was 61 pg/ml. All CSF measures were above the LLOD.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    NLK is present in senile plaques and Aβ-laden vessels in AD.

    “NLK expression was found in senile plaques and in Aβ-laden vessels [8]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [8] Rensink AAM, Otte-Höller I, Donkelaar HJ, De Waal RMW, Kremer B, Verbeek MM. Differential gene expression in human brain pericytes induced by amyloid-β protein. Neuropathol Appl Neurobiol. 2004;30(3):279–91. https://doi.org/10.1111/j.1365-2990.2004.00536.x. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Ethical approval was obtained from the relevant committees.

    “This study was approved by the Medical Ethics Committee Arnhem-Nijmegen (file nos. 2016-3011 and 2014-1401), Ethical Committee of IIB-Sant Pau (16/2013), and Partners Human Research Committee of Boston (study ID PHRC #2006P000664).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Messenger RNA levels of NLK are increased in cultured human brain pericytes after exposure to Aβ40.

    “messenger RNA levels of NLK were increased in cultured human brain pericytes after exposure to Aβ40 [8]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [8] Rensink AAM, Otte-Höller I, Donkelaar HJ, De Waal RMW, Kremer B, Verbeek MM. Differential gene expression in human brain pericytes induced by amyloid-β protein. Neuropathol Appl Neurobiol. 2004;30(3):279–91. https://doi.org/10.1111/j.1365-2990.2004.00536.x. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Five quality controls were included on each plate in each test run to correct for inconsistencies between plates.

    “In all NLK and total protein CSF analyses, five quality controls were included on each plate in each test run to correct for any inconsistencies between plates.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductown data

    Group differences in NLK levels were adjusted for age and sex.

    “When comparing group differences of NLK levels, we adjusted for age and sex by performing multiple regression analysis with patient group, age and sex as independent variables.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    In the Nijmegen cohort, sex distribution was similar but aMCI and AD patients were older than controls.

    “Sex distribution was similar, whereas aMCI (median age 72 [70–78] years, 37% male) and AD patients (median age 74 [65–77] years, 28% male) were older (both p < 0.0001) than the control subjects (median age 61 [56–67] years, 47% male; Table 2).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Plate variation was corrected using quality control measurements.

    “The variation between the ELISA plates, based on quality control measurements, ranged from a factor 0.89 to 1.08, for which the CSF measures were corrected accordingly, by recalculating the results using the results of one plate as a reference.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Group differences in NLK levels were additionally adjusted for CSF total protein.

    “In a second model, we adjusted for age, sex, and CSF total protein levels.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    NLK can serve as a neurotrophic growth factor.

    “it was shown that NLK can serve as a neurotrophic growth factor [9]”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [9] Gurney M, Apatoff B, Spear G, Baumel M, Antel J, Bania M, et al. Neuroleukin: a lymphokine product of lectin-stimulated T cells. Science. 1986;234(4776):574–81. https://doi.org/10.1126/science.3020690. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    CSF YKL-40 is an established neuroinflammatory marker.

    “CSF YKL-40 (also known as chitinase-3 like-protein 1 or cartilage glycoprotein-39) is an established neuroinflammatory marker [14].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [14] Baldacci F, Lista S, Cavedo E, Bonuccelli U, Hampel H. Diagnostic function of the neuroinflammatory biomarker YKL-40 in Alzheimer’s disease and other neurodegenerative diseases. Expert Rev Proteomics. 2017;14(4):285–99. https://doi.org/10.1080/14789450.2017.1304217. source
  • Classified as probably not a substantial claim.

    Study design and conductown data

    We only have the availability of MMSE scores in a subset of CAA patients.

    “However, since we only have the availability of MMSE scores in a subset of CAA patients, we should interpret these data with caution.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    NLK is possibly involved in a neuroprotective response to neuronal damage caused by AD pathology.

    “NLK is a neurotrophic factor, possibly involved in a neuroprotective response to neuronal damage caused by AD pathology.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: CSF NLK levels reflect cerebral NLK production/activity.
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    The Barcelona cohort serves as a validation cohort.

    “The Barcelona cohort serves as a validation cohort”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Lack of detailed information on the cognitive status of CAA patients obstructed systematic analysis of this as a possible confounding factor for the analysis of NLK levels.

    “In addition, the lack of detailed information on the cognitive status of CAA patients obstructed us from systematically analyzing this as a possible confounding factor for the analysis of NLK levels.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In an immunohistochemical study in AD patients, NLK expression was found in neurons, microglia, and oligodendroglia, and in the vessel wall, specifically in cerebrovascular cells such as smooth muscle cells.

    “In an immunohistochemical study in AD patients, NLK expression was found in neurons, microglia, and oligodendroglia, and in the vessel wall, specifically in cerebrovascular cells such as smooth muscle cells [8].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [8] Rensink AAM, Otte-Höller I, Donkelaar HJ, De Waal RMW, Kremer B, Verbeek MM. Differential gene expression in human brain pericytes induced by amyloid-β protein. Neuropathol Appl Neurobiol. 2004;30(3):279–91. https://doi.org/10.1111/j.1365-2990.2004.00536.x. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    YKL-40 is an established neuroinflammatory marker, expressed by astrocytes and microglia.

    “CSF NLK strongly correlated with CSF YKL-40 (also known as chitinase-3 like-protein 1 or cartilage glycoprotein-39), an established neuroinflammatory marker [14], expressed by astrocytes and microglia.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [14] Baldacci F, Lista S, Cavedo E, Bonuccelli U, Hampel H. Diagnostic function of the neuroinflammatory biomarker YKL-40 in Alzheimer’s disease and other neurodegenerative diseases. Expert Rev Proteomics. 2017;14(4):285–99. https://doi.org/10.1080/14789450.2017.1304217. source
  • Classified as probably not a substantial claim.

    Premisecitation

    NLK is a neurotrophic factor.

    “NLK is a 56-kDa multifunctional protein named after two of its functions: it can act as a neurotrophic factor and as a lymphokine [12].”
    • Also stated in: § Conclusions · plain
      “NLK is a neurotrophic factor, possibly involved in a neuroprotective response to neuronal damage caused by AD pathology.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [12] Gurney MEM. Molecular cloning and expression of neuroleukin, a neurotrophic factor for spinal and sensory neurons. Science. 1986;234(4776):566–74. https://doi.org/10.1126/science.3764429. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    NLK can act as a lymphokine.

    “NLK is a 56-kDa multifunctional protein named after two of its functions: it can act as a neurotrophic factor and as a lymphokine [12].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [12] Gurney MEM. Molecular cloning and expression of neuroleukin, a neurotrophic factor for spinal and sensory neurons. Science. 1986;234(4776):566–74. https://doi.org/10.1126/science.3764429. source
  • Classified as probably not a substantial claim.

    Premisecitation

    We previously demonstrated by immunohistochemistry that NLK may be associated with CAA pathology.

    “We previously demonstrated by immunohistochemistry that NLK may be associated with CAA pathology [8], but apparently this association is not reflected by an increase of NLK in the CSF.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [8] Rensink AAM, Otte-Höller I, Donkelaar HJ, De Waal RMW, Kremer B, Verbeek MM. Differential gene expression in human brain pericytes induced by amyloid-β protein. Neuropathol Appl Neurobiol. 2004;30(3):279–91. https://doi.org/10.1111/j.1365-2990.2004.00536.x. source
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    We were able to validate our findings in two independent aMCI/AD samples.

    “Another important strength is that we were able to validate our findings in two independent aMCI/AD samples.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Our group sizes were relatively small.

    “Our group sizes were relative small, but a strength of our study is the inclusion of aMCI/AD and controls subjects with thorough clinical evaluation, for many of whom imaging and AD biomarker data was also available.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    We did not have YKL-40 levels available for the Nijmegen CAA, AD patients, and controls.

    “A limitation of this study is that we did not have YKL-40 levels available for the Nijmegen CAA, AD patients, and controls.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    The study included aMCI/AD and control subjects with thorough clinical evaluation, for many of whom imaging and AD biomarker data was also available.

    “Our group sizes were relative small, but a strength of our study is the inclusion of aMCI/AD and controls subjects with thorough clinical evaluation, for many of whom imaging and AD biomarker data was also available.”
    Quote in the paperNot a substantial claim
44 of 44
  • The paper relies on this without support.

    The modified Boston criteria rely on indirect signs of relatively late-stage manifestations of CAA and do not provide definite proof of the disease.

    “However, these are indirect signs of relatively late-stage manifestations of CAA and they do not provide definite proof of the disease.”
  • The paper relies on this without support.

    CSF NLK levels reflect cerebral NLK production/activity.

    “Together, these findings suggest that an increased cerebral NLK production is tightly associated with tau-mediated neurodegeneration.”
    “NLK is a neurotrophic factor, possibly involved in a neuroprotective response to neuronal damage caused by AD pathology.”
  • The paper relies on this without support.

    aMCI patients with positive AD biomarkers represent prodromal AD.

    “Our finding that CSF NLK is increased in aMCI patients suggests that altered levels are already present in prodromal AD, and that NLK might serve as an early biomarker for AD.”
3 of 3

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Nijmegen control total-protein quartile is below its median

    Minor

    The table defines bracketed values as interquartile ranges, but the control total-protein value has an upper quartile of .02, below both its lower quartile of 0.79 and its median of 0.91.

  • Abstract overstates the Nijmegen aMCI significance level

    Minor

    The abstract reports p < 0.0001 for the aMCI-control NLK comparison in both samples, whereas the Figure 1 caption reports p = 0.001 for that comparison in Nijmegen.

  • Nijmegen AD APOE counts do not total the group size

    Minor

    The Nijmegen AD group has 40 patients, but its APOE categories total only 10 (0 + 8 + 2), even though the table lists just two results as unavailable.

    Reported 40 · recomputed 10

3 of 3

Cites

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Authors
De Kort, A. M., Kuiperij, H. B., Alcolea, D., Kersten, I., Versleijen, A. A. M., Greenberg, S. M., Stoops, E., Schreuder, F. H. B. M., Klijn, C. J. M., Lleó, A., Claassen, J. A. H. R., & Verbeek, M. M.
Affiliations
  • Radboud University Nijmegen (NL)
  • Universitat Autònoma de Barcelona (ES)
  • Radboud University Medical Center (NL)
  • Harvard University (US)
  • ADx NeuroSciences
Corresponding author
Verbeek, Marcel M.
Venue
Alzheimer's Research & Therapy
Published
2021-09-24
Volume
13
Issue
1
Pages
160-160
ISSN
1758-9193 (ISSN-L)
OpenAlex
W3199723132
Cited by
13
References
40
Citations by year
2026: 3 · 2025: 2 · 2024: 3 · 2023: 3 · 2022: 1 · 2021: 1
FWCI
1.05
Type
journal article
Language
en
Open access
Locations
  • Alzheimer s Research & Therapy (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Dipòsit Digital de Documents de la UAB (Universitat Autònoma de Barcelona) (submittedVersion, cc-by)
  • Europe PMC (PubMed Central) (submittedVersion, other-oa)
  • PubMed Central (submittedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • Radboud Repository (Radboud University) (submittedVersion)
  • Radboud Repository (Radboud University) (submittedVersion, other-oa)
Funders
  • ZonMw (733050822, 015008048)
  • Hartstichting (2012T077, 2019T060)
  • Foundation for the National Institutes of Health (5R01NS104147-02)
  • CIBERNED
Topics
  • Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
  • Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
  • Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Cerebrospinal fluid and hydrocephalus
Keywords
neuroleukin, cerebrospinal fluid biomarkers, Alzheimer's disease, cerebral amyloid angiopathy, amnestic mild cognitive impairment, YKL-40, neuroinflammation, vascular amyloid deposition, neurotrophic factors, amyloid-beta
MeSH terms
Alzheimer Disease, Glucose-6-Phosphate Isomerase, Humans, Nerve Growth Factors, Biomarkers, Amyloid beta-Peptides, Cerebral Amyloid Angiopathy, Protein Serine-Threonine Kinases

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-18.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-18.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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