Cited by 12Dementia and Cognitive Impairment ResearchAlzheimer's disease research and treatmentsFunctional Brain Connectivity Studies

Effects of Alzheimer’s and Vascular Pathologies on Structural Connectivity in Early- and Late-Onset Alzheimer’s Disease

Open access
Lee, Wha Jin, Yoon, Cindy W., Kim, Sung-Woo, Jeong, Hye Jin, Seo, Seongho, Na, Duk L., Noh, Young, Seong, Joon-Kyung·2021·Frontiers in Neuroscience

Abstract

Early- and late-onset Alzheimer’s disease (AD) patients often exhibit distinct features. We sought to compare overall white matter connectivity and evaluate the pathological factors (amyloid, tau, and vascular pathologies) that affect the disruption of connectivity in these two groups. A total of 50 early- and 38 late-onset AD patients, as well as age-matched cognitively normal participants, were enrolled and underwent diffusion-weighted magnetic resonance imaging to construct fractional anisotropy-weighted white matter connectivity maps. [ 18 F]-THK5351 PET, [ 18 F]-Flutemetamol PET, and magnetic resonance imaging were used for the evaluation of tau and related astrogliosis, amyloid, and small vessel disease markers (lacunes and white matter hyperintensities). Cluster-based statistics was performed for connectivity comparisons and correlation analysis between connectivity disruption and the pathological markers. Both patient groups exhibited significantly disrupted connectivity compared to their control counterparts with distinct patterns. Only THK retention was related to connectivity disruption in early-onset AD patients, and this disruption showed correlations with most cognitive scores, while late-onset AD patients had disrupted connectivity correlated with amyloid deposition, white matter hyperintensities, and lacunes in which only a few cognitive scores showed associations. These findings suggest that the pathogenesis of connectivity disruption and its effects on cognition are distinct between EOAD and LOAD.

AI snapshot

Written from the paper’s full text.

TL;DR

In early-onset Alzheimer’s disease (EOAD), white matter structural connectivity disruption was linked mainly to tau/astrogliosis (THK retention), whereas in late-onset AD (LOAD) it was linked to amyloid and small vessel disease markers. These distinct pathology–connectivity relationships also differed in how strongly they tracked cognitive impairment.

Key findings

  • Both AD groups had significantly disrupted connectivity versus age-matched controls, with distinct patterns: EOAD showed 68 significantly lower-weight edges (p = 0.0162), with 50.0% of subnetwork edges linked to the parietal lobe; LOAD showed 59 disrupted edges (p = 0.0176), with 66.1% related to the frontal lobe.
  • In EOAD, only THK retention correlated with connectivity disruption: global THK yielded 2 clusters, largest 4 edges (p = 0.0070), and regional THK yielded 2 clusters, largest 9 edges (p = 0.0004); representative regions included bilateral precuneus and parietal/occipital/temporal areas. Amyloid, lacunes, and WMH showed no significant relationship in EOAD.
  • In LOAD, THK retention showed no significant correlation; instead, global FLUTE retention (1 cluster, 9 edges, p = 0.0288), WMH volume (1 cluster, 7 edges, p = 0.0302), and lacunes (1 cluster, 10 edges, p = 0.0354) correlated with disruption, commonly involving the left middle occipital gyrus.
  • THK-related disruption in EOAD was associated with most cognitive scores except some memory tests; in LOAD, fewer associations appeared, including MMSE (r = 0.4693, FDR-corrected p = 0.0233), CDR SOB (r = −0.4618, FDR-corrected p = 0.0233), and digit span backward (r = 0.4803, FDR-corrected p = 0.0233).

Methods

  • Cross-sectional study: 93 clinically diagnosed AD patients and 66 cognitively normal (CN) subjects recruited; after exclusions, 88 AD patients and 65 CN subjects were assessed, including 50 EOAD and 38 LOAD patients with age-matched controls.
  • Diffusion-weighted MRI was used to construct fractional anisotropy-weighted white matter structural networks with 39 cortical AAL regions per hemisphere; [18F]-THK5351 PET, [18F]-Flutemetamol PET, and MRI assessed tau/astrogliosis, amyloid, lacunes, and WMH.
  • Permutation-based network-based statistics (NBS) compared connectivity between AD and control groups; cluster-based statistics (CBS) correlated W-score connectivity disruption with pathological markers; Pearson correlations linked pathology-related disruption to cognitive scores, with Benjamini–Hochberg FDR correction for cognitive comparisons.

Limitations

  • The authors state that subcortical medial temporal structures such as hippocampus and amygdala were not included, which could especially affect LOAD results; deterministic tractography cannot fully resolve crossing fibers, and the low number of gradient directions limited use of HARDI/DSI.
  • The authors also note that FA can be affected non-linearly by amyloid load, requiring caution in connectivity analyses, and that cross-sectional data limit interpretation of causality.
  • Evident from the text: CBS correlation analyses did not include corrections for age, sex, and years of education, unlike the W-score construction and NBS comparisons.

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

Integrity signals

Registry

Crossref · 10.3389/fnins.2021.606600

Cites

69 of 69 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

13 of 52 cited sources checked · 9 supported · 0 flagged · accuracy not yet measured

  • Premisecitation

    EOAD patients exhibit a wider range of cognitive dysfunction, including non-memory cognitive domains, than LOAD patients.

    “while EOAD patients exhibit a wider range of cognitive dysfunction, which can also include non-memory cognitive domains (Fujimori et al., 1998; Kaiser et al., 2012; Smits et al., 2012).”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Fujimori et al., 1998 source
    • cites Kaiser et al., 2012 source

      The Discussion reports worse performance by EOAD patients on several non-memory executive measures, supporting that part of the claim. It does not establish that EOAD patients have a wider range of cognitive dysfunction overall: LOAD patients performed worse on naming and recognition memory, and the Introduction notes conflicting findings across studies. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites Smits et al., 2012 source
  • Premisecitation

    THK is known to trace not only neurofibrillary tangles but a combination of neurofibrillary tangles and astrocytosis.

    “THK is known to trace not only neurofibrillary tangles but a combination of neurofibrillary tangles and astrocytosis (Ng et al., 2017; Harada et al., 2018).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Ng et al., 2017

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Harada et al., 2018 source
  • Premisecitation

    The FA-weighted connectivity matrix may incorporate WM damage better than mere streamline counts.

    “therefore, the FA-weighted connectivity matrix may incorporate the WM damage better than mere streamline counts (Cho et al., 2018).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Cho et al., 2018 source
  • Premisecitation

    BBB disruption may contribute to amyloid deposition through increased blockage of amyloid clearance.

    “BBB disruption may contribute to amyloid deposition through increased blockage of amyloid clearance (Zlokovic, 2011).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Zlokovic, 2011 source
  • Findingown data

    In LOAD, disrupted connectivity correlated with amyloid deposition (global FLUTE SUVR).

    “late-onset AD patients had disrupted connectivity correlated with amyloid deposition, white matter hyperintensities, and lacunes”
    • Also stated in: § Correlation Between Connectivity Disruption and Pathological Markers · plain
      “LOAD | Global FLUTE SUVR | 1 | 9 (0.0288) | Middle occipital gyrus (left)”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. 24
  • May combine two claims. 36
  • The quote only partly states this claim. 2
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Alzheimer's disease is marked by amyloid plaques and neurofibrillary tangles present in gray matter.

    “Alzheimer’s disease (AD) is the most common type of neurodegenerative disease, marked by amyloid plaques and neurofibrillary tangles present in gray matter (Blennow et al., 2006; Bastin and Salmon, 2014).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Blennow et al., 2006 source
    • cites Bastin and Salmon, 2014 source

      The retrieved passages are chiefly bibliography entries under “Field Citation Ratio > 2.21 Relative Citation Ratio” (page unavailable), not statements about Alzheimer’s pathology. Searches for amyloid plaques, neurofibrillary tangles, and gray matter found no passage in our copy that establishes the attributed claim. (LLM, conf=0.72)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    DTI metrics or structural connectome alterations showed correlations with amyloid burden or levels of cerebrospinal fluid amyloid and tau.

    “Diffusion tensor imaging (DTI) metrics or structural connectome alterations showed correlations with amyloid burden (Racine et al., 2014) or levels of cerebrospinal fluid amyloid and tau (Tucholka et al., 2018).”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites Racine et al., 2014 source
    • cites Tucholka et al., 2018 source

      The Results (‘Correlations of connections with biomarkers’; page not available) report correlations between structural connectivity and CSF Aβ42 in both samples. They also report a significant correlation with p-tau in one sample, but it was not reproduced in the other; the Discussion says tau-related associations were less consistent. Thus the citation supports the amyloid finding but overstates the tau finding if read as a general correlation. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim.

    Premisecitation

    Permutation-based NBS and CBS were proposed to cope with the problem of multiple comparison while preventing too conservative correction in connectivity analysis using group differences or correlation coefficients, respectively.

    “Permutation-based network-based statistics (NBS) (Zalesky et al., 2010) and cluster-based statistics (CBS) (Han et al., 2013) were performed for each process, which were proposed to cope with the problem of multiple comparison while preventing too conservative correction in connectivity analysis using group differences or correlation coefficients, respectively.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Zalesky et al., 2010 source
    • cites Han et al., 2013 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The spatial atrophy pattern of neurodegenerative diseases resembles a distinct intrinsic functional connectivity.

    “the spatial atrophy pattern of neurodegenerative diseases resembles a distinct intrinsic functional connectivity (Buckner et al., 2005; Seeley et al., 2009)”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Buckner et al., 2005 source

      The MRI maps of longitudinal structural atrophy and Figure 6 show that atrophy in Alzheimer’s disease overlaps posterior regions associated with the default-activity network. The paper does not establish that atrophy patterns across neurodegenerative diseases resemble distinct intrinsic functional-connectivity networks; it examines Alzheimer’s disease and compares atrophy chiefly with default activity, amyloid deposition, and metabolism. Page numbers are unavailable in our copy. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites Seeley et al., 2009 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Vascular pathology is part of the multifactorial mechanisms present in LOAD.

    “Vascular pathology is also known to be part of the multifactorial mechanisms present in LOAD (Ortner et al., 2015; Iturria-Medina et al., 2016).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Ortner et al., 2015 source
    • cites Iturria-Medina et al., 2016 source
  • Classified as probably not a substantial claim.

    Premisecitation

    Higher vascular burden represented by white matter hyperintensities is associated with a reduced functional connectome in AD.

    “Higher vascular burden represented by white matter hyperintensities (WMHs) also have been shown to be associated with a reduced functional connectome in AD (Taylor et al., 2017).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Taylor et al., 2017 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In a previous THK study with early AD patients, the precuneus was the most prominent AD-specific THK retention area, and the spatial pattern of THK uptake showed significant similarity with functional connectivity.

    “In a previous THK study with early AD patients, the precuneus was the most prominent AD-specific THK retention area, and the spatial pattern of THK uptake showed significant similarity with functional connectivity (Yokoi et al., 2018).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Yokoi et al., 2018 source
  • The quote only partly states this claim.

    Findingown data

    In LOAD, disrupted connectivity correlated with white matter hyperintensities.

    “late-onset AD patients had disrupted connectivity correlated with amyloid deposition, white matter hyperintensities, and lacunes”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    EOAD patients exhibited significantly disrupted white matter connectivity compared to young controls, with 68 edges showing significantly lower weights (p = 0.0162).

    “Both patient groups exhibited significantly disrupted connectivity compared to their control counterparts with distinct patterns.”
    • Also stated in: § Distinct Patterns of WM Connectivity Disruption in AD · plain
      “A total of 68 edges had significantly lower weights in EOAD compared to YC (p = 0.0162).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    LOAD patients exhibited significantly disrupted white matter connectivity compared to old controls, with 59 edges showing significantly disrupted connectivity (p = 0.0176).

    “Both patient groups exhibited significantly disrupted connectivity compared to their control counterparts with distinct patterns.”
    • Also stated in: § Distinct Patterns of WM Connectivity Disruption in AD · plain
      “Meanwhile, when comparing LOAD and OC, 59 edges were found to be significantly disrupted (p = 0.0176)”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In EOAD, all edges in the identified subnetwork related to global THK retention were connected to the parietal lobule, which were connected to occipital regions the most (42.9%).

    “With the representative regions involved in the parietal lobule, all edges in the identified subnetwork related to global THK retention were connected to the parietal lobule, which were connected to occipital regions the most (42.9%).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    MMSE and CDR SOB did not differ significantly between EOAD and LOAD.

    “Years of education and disease duration did not differ significantly in EOAD and LOAD nor did MMSE or CDR SOB.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    LOAD showed fewer items with a significant relationship, and the correlation coefficients were also lower than in EOAD.

    “On the contrary, LOAD showed fewer items with a significant relationship, and the correlation coefficients were also lower than in EOAD”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    MMSE (r = 0.4693, FDR-corrected p = 0.0233) or CDR SOB (r = −0.4618, FDR-corrected p = 0.0233) were associated with the edge weights having close relationships with global FLUTE retention.

    “MMSE (r = 0.4693, FDR-corrected p = 0.0233) or CDR SOB (r = −0.4618, FDR-corrected p = 0.0233) were associated with the edge weights having close relationships with global FLUTE retention.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The edges were located over all brain regions in EOAD patients, but connections linked with the parietal lobe comprised the largest proportion.

    “The edges were located over all brain regions in EOAD patients, but connections linked with the parietal lobe comprised the largest proportion.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In EOAD regional THK retention, local values resulted in two clusters, and the size of the largest cluster was nine (p = 0.0004).

    “Local values resulted in two clusters, and the size of the largest cluster was nine (p = 0.0004).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Scores in attention, language, visuospatial, and executive function domains had significantly positive correlations with connectivity disruption.

    “Scores in the domain of attention (digit span forward and backward), language (K-BNT), visuospatial (RCFT, copy), and executive function (COWAT, animal, supermarket and phonemic; Stroop test; TMT-A and B) had significantly positive correlations.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In EOAD global THK retention, the number of clusters was two, and the largest size was four (p = 0.0070).

    “In the global view, the number of clusters was two, and the largest size was four (p = 0.0070).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The number of APOE ε4 carriers and proportion of amyloid-positive patients was not different between the EOAD and LOAD groups.

    “The number of APOE ε4 carriers and proportion of amyloid-positive patients was not different between the EOAD and LOAD groups.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Years of education and disease duration did not differ significantly between EOAD and LOAD.

    “Years of education and disease duration did not differ significantly in EOAD and LOAD nor did MMSE or CDR SOB.”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Findingown data

    Global cognition scores like MMSE and CDR SOB were significantly associated with connectivity disruption.

    “Global cognition scores like MMSE and CDR SOB were also significantly associated with connectivity disruption.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Either lacune numbers or WMH volume had the same representative region of the left middle occipital gyrus, as well as the left calcarine additionally in WMH volume analysis.

    “Either lacune numbers or WMH volume had the same representative region of the left middle occipital gyrus, as well as the left calcarine additionally in WMH volume analysis”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In EOAD, edges in the resultant subnetwork were most connected to the parietal lobule, but some edges were connected within occipital and temporal regions.

    “Edges in resultant subnetwork were most connected to the parietal lobule, but some edges were connected within occipital and temporal regions.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In EOAD, both global and regional THK retentions showed an increasing trend with greater connectivity disruptions.

    “Both global and regional THK retentions showed an increasing trend with greater connectivity disruptions.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning

    In LOAD, representative regions were additionally identified in the temporal and limbic lobes, and connection disruptions between the frontal and limbic lobes were remarkable compared to EOAD.

    “In LOAD, representative regions were additionally identified in the temporal and limbic lobes, and connection disruptions between the frontal and limbic lobes were remarkable compared to EOAD.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The left superior parietal gyrus and angular gyrus were identified as the representative regions associated with regional THK retention in our study, as well as the right middle occipital and temporal gyrus.

    “The left superior parietal gyrus and angular gyrus were identified as the representative regions associated with regional THK retention in our study, as well as the right middle occipital and temporal gyrus.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    With THK retention, all and half of the representative regions were derived in the parietal lobule, and connections to the parietal or occipital lobules were found in common.

    “With THK retention, all and half of the representative regions were derived in the parietal lobule, and connections to the parietal or occipital lobules were found in common”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Recent tau PET studies with [18F]flortaucipir showed that EOAD had greater tau burden in the neocortex compared to LOAD patients.

    “Recent tau PET studies with [18F]flortaucipir showed that EOAD had greater tau burden in the neocortex compared to LOAD patients (Cho et al., 2017; Schöll et al., 2017).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Cho et al., 2017 source
    • cites Schöll et al., 2017 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    [18F]-THK5351 PET showed greater retention in the association cortex including prefrontal, parietal, precuneus, and posterior cingulate cortex in EOAD patients compared to LOAD.

    “[18F]-THK5351 PET also showed greater retention in the association cortex including prefrontal, parietal, precuneus, and posterior cingulate cortex in EOAD patients compared to LOAD (Noh et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Noh et al., 2017 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In amyloid PET studies, EOAD patients have exhibited higher amyloid burden in the parietal cortex, basal ganglia, and thalamus.

    “In amyloid PET studies, EOAD patients have exhibited higher amyloid burden in the parietal cortex (Ossenkoppele et al., 2012), basal ganglia, and thalamus (Cho et al., 2013b).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Ossenkoppele et al., 2012 source
    • cites Cho et al., 2013b

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    One experienced neurologist blinded to other patient data reviewed the number and location of lacunes.

    “One experienced neurologist who was blinded to other patient data reviewed the number and location of lacunes using the FLAIR and T1 and T2 images.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Different patterns of damage in interhemispheric structural and functional connectivity of EOAD and LOAD may lead to distinct clinical profiles.

    “A recent study has shown that there exist different patterns of damage in terms of the interhemispheric structural and functional connectivity of EOAD and LOAD, and these patterns may lead to distinct clinical profiles (Li et al., 2018).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Li et al., 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisereasoning

    Previous studies addressed only single pathological factor or could not demonstrate associations with brain-wide regional burden of these factors using in vivo PET imaging.

    “However, these previous studies addressed only single pathological factor or could not demonstrate associations with brain-wide regional burden of these factors using in vivo positron emission tomography (PET) imaging.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    Multiple comparisons for cognitive scores were corrected using the Benjamini-Hochberg false discovery rate method.

    “Multiple comparisons for scores were corrected using the Benjamini–Hochberg false discovery rate (FDR) method (Benjamini and Hochberg, 1995).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Benjamini and Hochberg, 1995 source
  • May combine two claims.

    Premisecitation

    FA-weighted structural networks were used because FA values represent the level of microstructural organization of WM tracts and are associated with the efficacy of connections.

    “We used FA-weighted structural networks for the statistical analysis since FA values have been considered to represent the level of microstructural organization of WM tracts (Beaulieu, 2002), known to be associated with the efficacy of the connections (Ewing-Cobbs et al., 2006; Gold et al., 2007)”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Beaulieu, 2002 source
    • cites Ewing-Cobbs et al., 2006
    • cites Gold et al., 2007 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The precuneus is functionally variable and plays an important role in the default mode network (DMN), which is known to be disrupted in EOAD and LOAD.

    “The precuneus is functionally variable and plays an important role in the default mode network (DMN), which is known to be disrupted in EOAD and LOAD (Utevsky et al., 2014; Badhwar et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Utevsky et al., 2014; Badhwar et al., 2017

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    In previous studies, EOAD patients have exhibited higher amyloid and tau burden in the parietal cortex and widespread cortical atrophy especially in the parietal cortex.

    “In previous studies, EOAD patients have exhibited higher amyloid and tau burden in the parietal cortex (Ossenkoppele et al., 2012; Cho et al., 2017) and have shown widespread cortical atrophy especially in the parietal cortex (Noh et al., 2014a).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Ossenkoppele et al., 2012; Cho et al., 2017

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Noh et al., 2014a

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Some previous studies have shown more pronounced DMN hypoconnectivity in EOAD compared to LOAD.

    “Some previous studies have shown more pronounced DMN hypoconnectivity in EOAD compared to LOAD (Adriaanse et al., 2014; Thomas et al., 2014).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Adriaanse et al., 2014; Thomas et al., 2014

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationown data

    Individual pathology-related WM network disruptions did not seem to be associated necessarily with cognitive declines in LOAD compared to EOAD exhibiting significant correlations with various specific neuropsychological test scores.

    “Individual pathology-related WM network disruptions did not seem to be associated necessarily with cognitive declines in LOAD compared to EOAD exhibiting significant correlations with various specific neuropsychological test scores.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    We did not include subcortical structures of medial temporal regions including the hippocampus or amygdala in our analyses, which could influence the results especially in LOAD patients.

    “We did not include subcortical structures of medial temporal regions including the hippocampus or amygdala in our analyses, which could influence the results especially in LOAD patients.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In CAA patients, connectivity disruption was more pronounced in the occipital lobe and related with higher amyloid load and vascular markers including WMH volume.

    “In CAA patients, connectivity disruption was more pronounced in the occipital lobe and related with higher amyloid load and vascular markers including WMH volume (Reijmer et al., 2014).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Reijmer et al., 2014 source
  • May combine two claims.

    Interpretationcitation

    It is possible that SVD may result in preferential BBB disruption in the posterior circulation, which could induce increased amyloid deposition in these areas, including the occipital region.

    “Therefore, it is possible that SVD may result in preferential BBB disruption in the posterior circulation, which could induce increased amyloid deposition in these areas, including the occipital region (Noh et al., 2014b).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Noh et al., 2014b

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationcitation

    Tau-related connectivity disruption in EOAD may be at least partly explained by amyloid beta triggering toxic tau and tau causing synaptic dysfunction and neuronal death.

    “Therefore, tau-related connectivity disruption in EOAD may be at least partly explained by this.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Greater tau burden exists in the parieto-occipital area with EOAD patients compared to LOAD.

    “consistently with previous researches reporting that greater tau burden exists in the parieto-occipital area with EOAD patients compared to LOAD (Cho et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Cho et al., 2017 source
  • May combine two claims.

    Interpretationown data

    Tau burden is a key influential factor and may mediate the distinct clinical patterns of EOAD.

    “This sheds light on tau burden as a key influential factor and may imply that it mediates the distinct clinical patterns of EOAD.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The current study investigated the association of various pathologies with heterogeneity between EOAD and LOAD using cross-sectional data, which could limit the interpretation of the results.

    “Finally, the current study investigated the association of various pathologies with heterogeneity between EOAD and LOAD using cross-sectional data, which could limit the interpretation of the results.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In a previous study, WMH were associated with amyloid burden especially in the occipital areas.

    “In a previous study, WMH were associated with amyloid burden especially in the occipital areas (Grimmer et al., 2012; Noh et al., 2014b).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Grimmer et al., 2012; Noh et al., 2014b

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationown data

    WM network disruption in both AD groups appeared to be distinct, with disruption in EOAD patients apparently affected by tau and related astrogliosis, which strongly correlated with most of the cognitive functions except for memory.

    “WM network disruption in both AD groups appeared to be distinct, with disruption in EOAD patients apparently affected by tau and related astrogliosis, which strongly correlated with most of the cognitive functions except for memory as being compatible with the general features of EOAD.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    LOAD patients showed associations with WM disruption with amyloid or vascular pathology; however, this disruption could not explain the cognitive profile of LOAD.

    “LOAD patients showed associations with WM disruption with amyloid or vascular pathology; however, this disruption could not explain the cognitive profile of LOAD.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The number of gradient directions we used was low to form enough degrees of freedom for high-order models such as HARDI and DSI.

    “High-order models such as high angular resolution diffusion tensor (HARDI) (Tuch et al., 2002) and diffusion spectrum imaging (DSI) (Wedeen et al., 2005) can further resolve the crossing fiber issues, but the number of gradient directions we used was low to form enough degrees of freedom for those approaches.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Studies have reported that amyloid beta triggers the formation of toxic tau, and the toxic form of tau causes synaptic dysfunction and neuronal death.

    “Studies have reported that amyloid beta triggers the formation of toxic tau, and the toxic form of tau causes synaptic dysfunction and neuronal death (Hurtado et al., 2010; Bloom, 2014).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Hurtado et al., 2010; Bloom, 2014

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationreasoning

    Our findings show that EOAD and LOAD have distinct topographies and pathogenesis of WM connectivity disruption.

    “Our findings show that EOAD and LOAD have distinct topographies and pathogenesis of WM connectivity disruption.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    Because FA could be affected non-linearly by amyloid load, analyses regarding connectivity require caution.

    “In addition, because it was shown that FA could be affected non-linearly by amyloid load in a previous study (Wolf et al., 2015), analyses regarding connectivity require caution.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Wolf et al., 2015 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Many recent studies about AD, mostly indicating LOAD, reported that there are synergistic or mediated effects between pathological factors on AD progression.

    “Many recent studies about AD, mostly indicating LOAD, also reported that there are synergistic or mediated effects between pathological factors (e.g., tau and amyloid, or amyloid and vascular dysregulation) on AD progression (Iturria-Medina et al., 2016; Pascoal et al., 2017; Hanseeuw et al., 2019).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Iturria-Medina et al., 2016; Pascoal et al., 2017; Hanseeuw et al., 2019

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

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

    Study design and conductnone given

    The studies involving human participants were reviewed and approved by the Institutional Review Board of Gachon University Gil Medical Center, and participants provided written informed consent.

    “The studies involving human participants were reviewed and approved by the Institutional Review Board of Gachon University Gil Medical Center. The patients/participants provided their written informed consent to participate in this study.”
    Quote in the paperNot a substantial claim
55 of 55
  • The paper relies on this without support.

    No previous studies have considered the relationship between pathological markers and white matter structural network to explain clinical heterogeneities between EOAD and LOAD.

    “To date, above all, there have been no previous studies considering relationship between pathological markers and WM structural network to explain clinical heterogeneities between EOAD and LOAD.”
  • The paper relies on this without support.

    The temporal and limbic regions are primarily involved in memory function, which is mostly impaired in LOAD.

    “These regions are primarily involved in memory function, which is mostly impaired in LOAD.”
  • The paper relies on this without support.

    The incidence of vascular pathology increases with age, and cerebral ischemia may be related with demyelination and axonal loss resulting in reduced WM connectivity.

    “The incidence of vascular pathology increases with age, and cerebral ischemia may be related with demyelination and axonal loss resulting in reduced WM connectivity.”
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.

  • NBS covariate adjustment described inconsistently

    Major

    The NBS procedure is said to control for sex and education, but the subsequent description says that, as with NBS, corrections for age, sex, and education were not involved.

  • Old-control group size differs between text and table

    Minor

    The text says the old-control group had 33 participants, but Table 1 reports 32. The table's figure is consistent with the stated total of 65 controls (33 young plus 32 old).

2 of 2

Cites

Flagged first, then by citations

Research works printed but not linked: 2

  1. Kang, 2003, Seoul Neuropsychological Screening Battery.
  2. Wang, 2007, Diffusion toolkit: a software package for diffusion imaging data processing and tractography, Proceedings of the International Society Magnetic Resonance in Medicine

Cited by

Still being checked.

Authors
Lee, W. J., Yoon, C. W., Kim, S.-W., Jeong, H. J., Seo, S., Na, D. L., Noh, Y., & Seong, J.-K.
Affiliations
  • Korea University (KR)
  • Inha University (KR)
  • Gachon University (KR)
  • Pai Chai University (KR)
  • Samsung Medical Center (KR)
Corresponding author
  • Noh, Young
  • Seong, Joon-Kyung
Venue
Frontiers in Neuroscience
Published
2021-02-16
Volume
15
Pages
606600-606600
ISSN
1662-453X (ISSN-L)
OpenAlex
W3131363704
Cited by
12
References
69
Citations by year
2026: 1 · 2025: 2 · 2024: 2 · 2023: 2 · 2022: 5
FWCI
1.42
Type
journal article
Language
en
Open access
Locations
  • Frontiers in Neuroscience (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • PubMed Central (submittedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
  • National Research Foundation
  • Seoul National University
  • Korea University (2019-0-00079)
  • Korea Health Industry Development Institute (HI14C1135)
  • National Research Foundation of Korea (H I14C1135, 2019-0-00079, 2018M3C7A1056889)
  • Ministry of Science and ICT, South Korea (No. 2019-0-00079, HI14C1135, 2019-0-00079)
  • College of Medicine, Seoul National University
  • Institute for Information and Communications Technology Promotion (No. 2019-0-00079, 2019–0–00079, 2018M3C7A1056889)
  • Department of Artificial Intelligence, Korea University (2019-0-00079)
Topics
  • Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
  • Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
Keywords
Alzheimer's disease, early-onset Alzheimer's disease, late-onset Alzheimer's disease, white matter connectivity, structural connectivity, amyloid, tau protein, astrocyte activation, cerebral small vessel disease, white matter hyperintensities, lacunes, fractional anisotropy, cognitive impairment

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 2026-10-24.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-24.

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.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review