Cited by 44Dementia and Cognitive Impairment ResearchAlzheimer's disease research and treatmentsNeurological Disease Mechanisms and Treatments

Concordance of Clinical Alzheimer Diagnosis and Neuropathological Features at Autopsy

Open access
Gauthreaux, Kathryn, Bonnett, Tyler A, Besser, Lilah M, Brenowitz, Willa D, Teylan, Merilee, Mock, Charles, Chen, Yen-Chi, Chan, Kwun C G +3 more·2020·Journal of Neuropathology & Experimental Neurology

Abstract

It remains unclear what clinical features inform the accuracy of a clinical diagnosis of Alzheimer disease (AD). Data were obtained from the National Alzheimer’s Coordinating Center to compare clinical and neuropathologic features among participants who did or did not have Alzheimer disease neuropathologic changes (ADNC) at autopsy. Participants (1854) had a clinical Alzheimer dementia diagnosis and ADNC at autopsy (Confirmed-AD), 204 participants had an AD diagnosis and no ADNC (AD-Mimics), and 253 participants had no AD diagnosis and ADNC (Unidentified-AD). Compared to Confirmed-AD participants, AD-Mimics had less severe cognitive impairment, while Unidentified-AD participants displayed more parkinsonian signs, depression, and behavioral problems. This study highlights the importance of developing a complete panel of biomarkers as a tool to inform clinical diagnoses, as clinical phenotypes that are typically associated with diseases other than AD may result in inaccurate diagnoses.

AI snapshot

Written from the paper’s full text.

TL;DR

This cross-sectional NACC autopsy study compared clinical and neuropathological features among Confirmed-AD, AD-Mimics, and Unidentified-AD groups. It found that AD-Mimics had less severe cognitive impairment and more non-AD pathologies, while Unidentified-AD cases showed more parkinsonian signs, depression, behavioral problems, and mixed pathology.

Key findings

  • Among 1854 Confirmed-AD, 204 AD-Mimics, and 253 Unidentified-AD participants, AD-Mimics had lower mean CDR-SB at last visit (10.3 vs 14.0) and were less likely to carry APOEe4 (13.7% vs 52.1%); APOEe4 presence was associated with an 84% reduction in odds of being an AD-Mimic (OR 0.16).
  • AD-Mimics had higher proportions of FTLD-tau (18.6% vs 1.6%), FTLD-TDP-43/other (21.2% vs 5.0%), hippocampal sclerosis (22.9% vs 12.3%), gross infarcts (39.2% vs 26.3%), and microinfarcts (35.0% vs 26.5%) than Confirmed-AD.
  • Unidentified-AD participants had more parkinsonian signs (38.3% vs 15.1%), depression (57.7% vs 40.6%), and behavioral problems (92.9% vs 83.6%) than Confirmed-AD; they also had more neocortical Lewy bodies (32.4% vs 13.7%) and higher odds of LBD (OR 1.94), FTLD-tau (OR 4.28), and FTLD-TDP-43/other (OR 2.51).
  • Supplemental analyses found AD-Mimics had less cumulative mixed pathology than Confirmed-AD, whereas Unidentified-AD had more ADNC + LBD, ADNC + FTLD, and any 2 pathologies.

Methods

  • Cross-sectional sample from the National Alzheimer’s Coordinating Center Uniform Data Set, visits September 2005–August 2018, limited to participants who died within 2 years of their last UDS visit; neuropathology data came from consented autopsies.
  • Groups were defined by clinical AD dementia diagnosis at last UDS visit and ADNC at autopsy: Confirmed-AD (clinical AD + ADNC), AD-Mimics (clinical AD + no ADNC), and Unidentified-AD (no clinical AD + ADNC); ADNC required moderate to frequent neuritic plaques and Braak stages III–VI.
  • Comparisons used chi-square tests and t-tests with Bonferroni correction, followed by multivariable logistic regressions for clinical and neuropathological predictors of AD-Mimics or Unidentified-AD relative to Confirmed-AD.

Limitations

  • Stated: NACC is a case series/convenience sample with participants who are more educated and more likely white than the general population, especially autopsy consenters; ADCs also see more rare neurodegenerative phenotypes and fewer clinical vascular dementia cases, limiting generalizability.
  • Stated: the study did not explore differences in diagnostic accuracy by whether Centers used biomarkers, because such data are very limited.
  • Evident from the text: the cross-sectional design cannot establish temporal or causal relationships between clinical features, mixed pathologies, and diagnostic accuracy.

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

Integrity signals

Registry

Crossref · 10.1093/jnen/nlaa014

Cites

28 of 28 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

31 of 33 cited sources checked · 23 supported · 0 flagged · accuracy not yet measured

  • Findingown data

    The Confirmed-AD group comprised 1854 participants who had a clinical Alzheimer dementia diagnosis and met criteria for ADNC at autopsy.

    “Participants in the Confirmed-AD group (n ¼ 1854) were diagnosed with primary or contributing ADdementia at their last UDS visit before death and met our criteria for ADNC: moderate to frequent neuritic plaques and Braak stages III through VI, which loosely aligns with NIA-AA criteria for intermediate or high ADNC (13).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [13] Montine, 2012, National Institute on Aging-Alzheimer’s Association guidelines for the neuropathologic assessment of Alzheimer’s disease: A practical approach, Acta Neuropathol source
  • Premisecitation

    Diagnostic accuracy of clinical AD is variable, even among experts.

    “The study concluded that diagnostic accuracy of clinical AD is variable, even among experts (7).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [7] Sabbagh, 2017, Increasing precision of clinical diagnosis of Alzheimer’s disease using a combined algorithm incorporating clinical and novel biomarker data, Neurol Ther source
  • Premisecitation

    Autopsy-confirmed AD participants showed more impairment on neuropsychological tests and clinically evaluated scales than AD-Mimics.

    “Autopsy-confirmed AD participants also showed more impairment on neuropsychological tests and clinically evaluated scales.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [1] Shim, 2013, Clinicopathologic study of Alzheimer’s disease: Alzheimer mimics, JAD source
  • Premisecitation

    In a clinical imaging/pathology series of 57 individuals clinically diagnosed with AD, 13 (23%) had no or sparse beta amyloid plaques at autopsy.

    “In a clinical imaging/pathology series of 57 individuals clinically diagnosed with AD, 13 (23%) had no or sparse beta amyloid (Ab) plaques at autopsy.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [7] Sabbagh, 2017, Increasing precision of clinical diagnosis of Alzheimer’s disease using a combined algorithm incorporating clinical and novel biomarker data, Neurol Ther source
  • Premisecitation

    Postmortem neuropathological examination remains the current gold-standard for identifying the cause of dementia.

    “since postmortem neuropathological examination remains the current gold-standard for identifying the cause of dementia”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [1] Shim, 2013, Clinicopathologic study of Alzheimer’s disease: Alzheimer mimics, JAD source
  • Classified as probably not a substantial claim. 25
  • May combine two claims. 32
  • The quote only partly states this claim. 5
  • Borderline: one of the tests for a substantial claim is unclear. 1
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Shim et al found that AD-Mimics had more impairment on the UPDRS and exhibited more parkinsonian signs than Confirmed-AD participants, concluding that the presence of these signs should warn clinicians of the possibility of an alternate diagnosis.

    “Shim et al (1) found that AD-Mimics had more impairment on the Unified Parkinson's Disease Rating Scale (UPDRS) and exhibited more parkinsonian signs than Confirmed-AD participants, concluding that the presence of these signs should warn clinicians of the possibility of an alternate diagnosis.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [1] Shim, 2013, Clinicopathologic study of Alzheimer’s disease: Alzheimer mimics, JAD source

      Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

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

    Premisecitation

    Visual hallucinations and REM sleep behavior disorder are core clinical features used while diagnosing dementia with Lewy bodies.

    “which are core clinical features used while diagnosing dementia with Lewy bodies (16).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [16] McKeith, 2017, Diagnosis and management of dementia with Lewy bodies: Fourth consensus report of the DLB consortium, Neurology source
  • May combine two claims.

    Premisecitation

    Beach et al found that sensitivity of clinical AD diagnosis ranged from 70.9% to 87.3% and specificity from 44.3% to 70.8%.

    “Beach et al (6) found that sensitivity ranged from 70.9% to 87.3% and specificity from 44.3% to 70.8%.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [6] Beach, 2012, Accuracy of the clinical diagnosis of Alzheimer disease at National Institute on Aging Alzheimer Disease Centers, 2005–2010, J Neuropathol Exp Neurol source
  • May combine two claims.

    Premisecitation

    Compared with AD-Mimics, participants with autopsy-confirmed AD had a higher prevalence of delusions, agitation or aggression, depression or dysphoria, and motor disturbances.

    “Compared with AD-Mimics, participants with autopsy-confirmed AD had a higher prevalence of delusions, agitation or aggression, depression or dysphoria, and motor disturbances.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [1] Shim, 2013, Clinicopathologic study of Alzheimer’s disease: Alzheimer mimics, JAD source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Misdiagnosed participants were less likely to be depressed.

    “The authors found that misdiagnosed participants were less likely to be depressed.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [8] Gaugler, 2013, Characteristics of patients misdiagnosed with Alzheimer’s disease and their medication use: An analysis of the NACC-UDS database, BMC Geriatr source
  • Classified as probably not a substantial claim.

    Premisecitation

    Shim et al compared 533 patients who were diagnosed with AD, referring to the 119 patients who did not meet neuropathological criteria for AD as AD-Mimics.

    “Using data from the National Alzheimer's Coordinating Center (NACC), Shim et al (1) compared 533 patients who were diagnosed with AD, referring to the 119 patients who did not meet neuropathological criteria for AD as AD-Mimics.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [1] Shim, 2013, Clinicopathologic study of Alzheimer’s disease: Alzheimer mimics, JAD source
  • May combine two claims.

    Premisecitation

    AD-Mimics were more likely to have a history of pacemaker insertion, congestive heart failure, hypertension, and resting tremor than participants who had autopsy-confirmed AD.

    “AD-Mimics were more likely to have a history of pacemaker insertion, congestive heart failure, hypertension, and resting tremor than participants who had autopsy-confirmed AD.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [1] Shim, 2013, Clinicopathologic study of Alzheimer’s disease: Alzheimer mimics, JAD source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Previous studies have shown that LBD and cerebrovascular injury are the most common AD-dementia mimics.

    “Previous studies (1,15) have shown that LBD and cerebrovascular injury are the most common AD-dementia mimics.”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [1] Shim, 2013, Clinicopathologic study of Alzheimer’s disease: Alzheimer mimics, JAD source

      The Results (‘Neuropathological diagnoses’) identify dementia with Lewy bodies as the most common Alzheimer mimic (35 cases, 29%). Vascular disease was also a mimic (15 cases, 13%), but ranked third, behind insufficient AD (22 cases, 18%); the source therefore does not support calling both the most common mimics. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [15] Klatka, 1996, Incorrect diagnosis of Alzheimer’s disease. A clinicopathologic study, Arch Neurol source
  • May combine two claims.

    Study design and conductcitation

    The study had the strengths of using data on a large group of individuals from multiple institutions across the United States, all of which use standardized techniques and reporting methods for both clinical and autopsy data.

    “Despite these limitations, the study had the strengths of using data on a large group of individuals from multiple institutions across the United States, all of which use standardized techniques and reporting methods for both clinical and autopsy data (26).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [26] Montine, 2016, Multisite assessment of NIA-AA guidelines for the neuropathologic evaluation of Alzheimer’s disease, Alzheimers Dement source

      The Methods describe a collaboration among ten AD Centers, and the Discussion reports high agreement in neuropathologic data across centers. But this paper examined fourteen cases, not a large group of individuals. Its Introduction says there was no consensus on staining methods, and it does not establish standardized clinical-data techniques or reporting across the institutions. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Mixed pathologies were common in both populations, and once age distribution was accounted for, distribution of mixed pathologies among NACC and ACT participants was similar, with AD+LBD and AD+Vascular Brain Injury being the most common mixed pathologies.

    “Mixed pathologies were common in both populations, and once the age distribution was accounted for the distribution of mixed pathologies among NACC participants and ACT participants was similar, with ADþ LBD and ADþVascular Brain Injury being the most common mixed pathologies in those populations (18).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [18] Brenowitz, 2017, Alzheimer’s disease neuropathologic change, Lewy body disease, and vascular brain injury in clinic- and community-based samples, Neurobiol Aging source
  • May combine two claims.

    Premisecitation

    Over 80% of participants with pure HS pathology were diagnosed with possible or probable AD prior to death, indicating that HS pathology strongly mimics AD pathology clinically.

    “Despite this, over 80% of participants with”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [9] Brenowitz, 2014, Hippocampal sclerosis of aging is a key Alzheimer’s disease mimic: Clinical-pathologic correlations and comparisons with both Alzheimer’s disease and non-tauopathic frontotemporal lobar degeneration, JAD source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Participants with PART and ADNC both have neuropathological tau deposits, but amyloid deposits are absent in definite PART.

    “While participants with PART and ADNC both have neuropathological tau deposits, amyloid deposits are absent in definite PART.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [21] Teylan, 2019, Clinical diagnoses among individuals with primary age-related tauopathy versus Alzheimer’s neuropathology, Lab Invest source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    18.8% of misdiagnosed participants were treated with potentially inappropriate medications.

    “In addition, they found that 18.8% of misdiagnosed participants were treated with potentially inappropriate medications”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [8] Gaugler, 2013, Characteristics of patients misdiagnosed with Alzheimer’s disease and their medication use: An analysis of the NACC-UDS database, BMC Geriatr source

      The Results (Medication use in the misdiagnosed group) report 18.18% (16 of 88), not 18.8%, on a potentially inappropriate medication regimen. The Methods also define that regimen to include some participants who were not given indicated medication, so not all 16 were treated with an inappropriate drug. (LLM, conf=0.90)

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

    Premisecitation

    Over 50% of participants with ADNC had cooccurring LBD pathology or vascular brain injury.

    “Another study found that over 50% of participants with ADNC had cooccurring LBD pathology or vascular brain injury (18).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [18] Brenowitz, 2017, Alzheimer’s disease neuropathologic change, Lewy body disease, and vascular brain injury in clinic- and community-based samples, Neurobiol Aging source
  • May combine two claims.

    Premisecitation

    The predominant neuropathological change in LATE is TDP-43 proteinopathy, which is associated with amnestic dementia that can mimic Alzheimer's dementia.

    “The predominant neuropathological change in LATE is TDP-43 proteinopathy, which is associated with a clinical presentation of amnestic dementia that can mimic Alzheimer's dementia.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [20] Nelson, 2019, Limbic-predominant age-related TDP-43 encephalopathy (LATE): Consensus working group report, Brain source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A study comparing neuropathological features at autopsy by year of death in NACC showed that presence of microinfarcts has been consistent over time, with 18% from 2002-2011, 19.2% from 2012-2013, and 23.9% from 2014-2018.

    “A study comparing neuropathological features at autopsy by year of death in the NACC database showed that the presence of microinfarcts has been consistent over time, with 18% of participants having microinfarcts from 2002 to 2011, 19.2% from 2012 to 2013 and 23.9% from 2014 to 2018 (24).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [24] Besser, 2018, The revised National Alzheimer’s Coordinating Center’s neuropathology form—Available data and new analyses, J Neuropathol Exp Neurol source

      Table 3 (reproduced in the Discussion) reports the cited microinfarct percentages: 18.0%, 19.2%, and 23.9%. But the paper describes microinfarcts as becoming more commonly diagnosed, not remaining consistent over time. Its final study period ends in 2017, not 2018. (LLM, conf=0.90)

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

    Premisecitation

    AD-Mimics and definite PART are both defined as having no neuritic plaques, and PART participants are generally older and experience less severe cognitive dysfunction.

    “AD-Mimics and definite PART are both defined as having no neuritic plaques, and like the AD-Mimics in this study, PART participants are generally older and experience less severe cognitive dysfunction (22,23).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [22] Crary, 2014, Primary age-related tauopathy (PART): A common pathology associated with human aging, Acta Neuropathol source
    • cites [23] Besser, 2019, Differences in cognitive impairment in primary age-related tauopathy versus Alzheimer disease, J Neuropathol Exp Neurol source

      The Participants section defines definite PART as having no neuritic plaques, and the Results and Discussion report less severe cognitive impairment in PART than in AD. The Discussion describes PART as typically affecting older people, but says the age distribution was similar for definite PART and AD. This paper does not address the definition of AD-Mimics, so it does not support that part of the jointly cited sentence. (LLM, conf=0.86)

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

    Premisecitation

    LATE and PART are common neuropathologies.

    “LATE and PART are common neuropathologies, indicating the importance of addressing potential relationships between AD-Mimics, and LATE and PART pathology in future research (20,22).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [20] Nelson, 2019, Limbic-predominant age-related TDP-43 encephalopathy (LATE): Consensus working group report, Brain source
    • cites [22] Crary, 2014, Primary age-related tauopathy (PART): A common pathology associated with human aging, Acta Neuropathol source
  • May combine two claims.

    Premisecitation

    A study examined difference between NACC and ACT and found that, while there was more vascular pathology in ACT participants, they were also older.

    “A study examined the difference between NACC and ACT and found that, while there was more vascular pathology in ACT participants, they were also older.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [18] Brenowitz, 2017, Alzheimer’s disease neuropathologic change, Lewy body disease, and vascular brain injury in clinic- and community-based samples, Neurobiol Aging source

      The Results (§3.1; page not available in our copy) report that autopsied ACT participants with dementia were older at death and had more vascular brain injury than their NACC counterparts. The claim omits that this finding concerns participants with dementia; the paper says participants without dementia were relatively similar in demographic and pathologic characteristics. (LLM, conf=0.88)

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

    Premisecitation

    Cognitive trajectories were similar between participants with mixed pathologies and participants who only had ADNC; impact of co-occurring pathologies may have been due to severity of AD more than mixed pathologies.

    “Other studies found that cognitive trajectories were similar between participants with mixed pathologies and participants who only had ADNC; though, the impact of co-occurring pathologies may have been due to the severity of AD more than the mixed pathologies (18,19).”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [18] Brenowitz, 2017, Alzheimer’s disease neuropathologic change, Lewy body disease, and vascular brain injury in clinic- and community-based samples, Neurobiol Aging source

      The Results (§3.3; page unavailable) compare clinical characteristics of participants with ADNC only and mixed ADNC, but do not report cognitive trajectories. The Discussion (§4; page unavailable) addresses co-occurring pathologies and ADNC levels, not whether AD severity explains their cognitive impact. Searches for cognitive trajectories and AD severity found no passage establishing either part of the claim. (LLM, conf=0.74)

      Experimental — accuracy not yet measured
    • cites [19] Brenowitz, 2017, Mixed neuropathologies and estimated rates of clinical progression in a large autopsy sample, Alzheimers Dement source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Another study using NACC data compared hippocampal sclerosis (HS) pathology with AD pathology, finding less cognitive impairment in persons with HS versus AD pathology.

    “Another study data aimed to address this, using NACC data to compare hippocampal sclerosis (HS) pathology with AD pathology, finding less cognitive impairment in persons with HS versus AD pathology.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [9] Brenowitz, 2014, Hippocampal sclerosis of aging is a key Alzheimer’s disease mimic: Clinical-pathologic correlations and comparisons with both Alzheimer’s disease and non-tauopathic frontotemporal lobar degeneration, JAD source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    LATE is differentiated from FTLD-TDP-43 pathology by distribution of TDP-43 in the brain and by LATE generally affecting older populations.

    “LATE is differentiated from FTLD-TDP-43 pathology by distribution of TDP-43 in the brain and by LATE generally affecting older populations (20).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [20] Nelson, 2019, Limbic-predominant age-related TDP-43 encephalopathy (LATE): Consensus working group report, Brain source
  • May combine two claims.

    Findingown data

    Among Unidentified-AD participants, the most common primary diagnoses were FTLD (41.1%), LBD (43.9%), and vascular dementia or stroke (6.7%).

    “Among participants in the Unidentified-AD group, the most common primary diagnoses were frontotemporal lobar degeneration (41.1%),LBD (43.9%), and vascular dementia or stroke (6.7%).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Unidentified-AD were less likely to possess the APOEe4 allele than Confirmed-AD, but this comparison became insignificant after Bonferroni correction.

    “Only the comparison for APOEe4 allele became insignificant after Bonferroni correction.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Unidentified-AD were less likely to have Braak stages V and VI than Confirmed-AD, but this comparison became insignificant after Bonferroni correction.

    “After Bonferroni correction, the comparisons between groups for Braak stages V through VI, other or unspecified Lewy bodies, FTLD-TDP-43 pathology, gross infarcts, microinfarcts, and HS became insignificant.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    A sensitivity analysis restricted to participants with a primary diagnosis of AD in the AD-Mimics group showed no difference in any association or frequency compared to the main analysis, aside from HS in Supplementary Table S7 (Model 7), which became significant (OR: 2.04, 95% CI: 1.09-3.81; p value: 0.026).

    “The results of this sensitivity analy- sis showed no difference in any association or frequency compared to the main analysis, aside from that of HS in Sup- plementary Data Table S7 (Model 7), which became significant (OR: 2.04, 95% CI: 1.09-3.81;p value: 0.026).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Unidentified-AD were less likely to exhibit microinfarcts than Confirmed-AD, but this comparison became insignificant after Bonferroni correction.

    “After Bonferroni correction, the comparisons between groups for Braak stages V through VI, other or unspecified Lewy bodies, FTLD-TDP-43 pathology, gross infarcts, microinfarcts, and HS became insignificant.”
    Quote in the paperNot a substantial claim
  • May combine two claims. The quote only partly states this claim.

    Findingown data

    A larger proportion of Unidentified-AD had FTLD-TDP-43 pathology than Confirmed-AD, but this comparison became insignificant after Bonferroni correction.

    “After Bonferroni correction, the comparisons between groups for Braak stages V through VI, other or unspecified Lewy bodies, FTLD-TDP-43 pathology, gross infarcts, microinfarcts, and HS became insignificant.”
    Quote in the paperNot a substantial claim
  • May combine two claims. The quote only partly states this claim.

    Findingown data

    Unidentified-AD were less likely to exhibit HS than Confirmed-AD, but this comparison became insignificant after Bonferroni correction.

    “After Bonferroni correction, the comparisons between groups for Braak stages V through VI, other or unspecified Lewy bodies, FTLD-TDP-43 pathology, gross infarcts, microinfarcts, and HS became insignificant.”
    Quote in the paperNot a substantial claim
  • Borderline on S1 (asserted), S3 (load-bearing), S4 (based): unclear from the text. May combine two claims. The quote only partly states this claim.

    Findingown data

    AD-Mimics were more likely to have brainstem-predominant Lewy bodies than Confirmed-AD, but this comparison became insignificant after Bonferroni correction.

    “Participants in the AD-Mimics group were more likely to have brainstem-predominant Lewy bodies.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Unidentified-AD were less likely to exhibit gross infarcts than Confirmed-AD, but this comparison became insignificant after Bonferroni correction.

    “After Bonferroni correction, the comparisons between groups for Braak stages V through VI, other or unspecified Lewy bodies, FTLD-TDP-43 pathology, gross infarcts, microinfarcts, and HS became insignificant.”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Findingreasoning

    A higher proportion of Unidentified-AD participants had less severe AD (Braak stages III and IV) than Confirmed-AD.

    “a higher proportion of participants in the Unidentified-AD group had less severe AD (Braak stages III and IV).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Despite selection toward nonvascular dementia at enrollment, there remains substantial vascular disease pathology at autopsy in NACC with up to 70% of participants displaying arteriolosclerosis and 20% displaying microinfarcts at autopsy as of the September 2019 data freeze.

    “However, despite the selection toward nonvascular dementia at enrollment, there remains substantial vascular disease pathology at autopsy in NACC with up to 70% of participants displaying arteriolosclerosis and 20% displaying microinfarcts at autopsy as of the September 2019 data freeze.”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Findingreasoning

    AD-Mimics displayed less language decline than Confirmed-AD participants.

    “Participants in the AD-Mimics group did display less language decline”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    It is possible that this result differs from previous studies because we included participants with either a primary or contributing clinical diagnosis of AD, while previous studies likely focused on primary clinical diagnoses.

    “It is possible that this result differs from previous studies because we included participants with either a primary or contributing clinical diagnosis of AD, while previous studies likely focused on primary clinical diagnoses.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    In our study, parkinsonian signs were associated with increased odds of being included in the Unidentified-AD group, indicating that it is difficult to recognize AD in the face of LBD symptoms.

    “However, in our study we found that these signs were associated with increased odds of being included in the Unidentified-AD group, indicating that it is difficult to recognize AD in the face of LBD symptoms.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    A greater degree of cognitive impairment was associated with decreased odds of inclusion in both the AD-Mimics and Unidentified-AD groups, indicating that more significant cognitive impairment increases the likelihood that an AD diagnosis is correct.

    “A greater degree of cognitive impairment was associated with decreased odds of inclusion in both the AD-Mimics group and the Unidentified-AD group, indicating that more significant cognitive impairment increases the likelihood that an AD diagnosis is correct.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    The supplemental analysis supports the notion that the Unidentified-AD group has higher frequencies of underlying mixed pathology, which may explain their undiagnosed AD and the symptoms they displayed at the last visit before death.

    “This supplemental analysis supports the notion that the Unidentified-AD group has higher frequencies of underlying mixed pathology, which may explain their undiagnosed AD and the symptoms they displayed at the last visit before death.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    These findings may explain why this study found that a higher proportion of Unidentified-AD had less severe AD (Braak stages III and IV).

    “These findings may explain why this study found that a higher proportion of participants in the Unidentified-AD group had less severe AD (Braak stages III and IV).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductnone given

    The prevalence of mixed pathologies may be different between this clinical case series and a community-based cohort, which may limit the generalizability of our results regarding the effect of mixed pathology on an inaccurate diagnosis.

    “The prevalence of mixed pathologies may also be different between this clinical case series and a community-based cohort, which may limit the generalizability of our results in regards to the effect of mixed pathology on an inaccurate diagnosis.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    A final limitation is that we did not explore differences in diagnostic accuracy by whether Centers use biomarkers to help make their diagnosis as this data is very limited.

    “A final limitation of this study is that we did not explore any differences in diagnostic accuracy by whether Centers use biomarkers to help make their diagnosis as this data is very limited.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Study design and conductnone given

    The ADCs that contribute data to NACC see an increased proportion of rare neurodegenerative phenotypes such as FTLD, which further limits its generalizability to other populations.

    “Third, the ADCs that contribute data to NACC see an increased proportion of rare neurodegenerative phenotypes such as FTLD, which further limits its generalizability to other populations.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Study design and conductnone given

    Participants who consented to autopsy may differ in characteristics from the overall NACC cohort.

    “Second, we selected participants who consented to autopsy and these participants may differ in characteristics from the overall NACC cohort.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Study design and conductnone given

    The NACC database is a case series (or convenience sample) and participants have higher education and are more likely to be white than the general population.

    “First, the NACC database is a case series (or convenience sample) and participants have higher education and are more likely to be white than the general population.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    This allows us to draw reasonable conclusions regarding the differences in clinical and neuropathological characteristics among 3 distinct groups.

    “This allows us to draw reasonable conclusions regarding the differences in clinical and neuropathological characteristics among 3 distinct groups-Confirmed-AD, AD-Mimics, and Unidentified-AD.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    Because all three groups were defined by Braak stage and frequency of neuritic plaques, these variables were not included in the model comparing neuropathological characteristics between Confirmed-AD and AD-Mimics.

    “Since all 3 groups in the study were defined by their Braak stage and frequency of neuritic plaques, we did not include these in the model comparing the neuropathological characteristics between the Confirmed-AD group and AD-Mimics.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Study design and conductnone given

    This is especially the case for participants who agree to autopsy.

    “This is especially the case for participants who agree to autopsy.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Unidentified-AD participants may have more mixed pathology but the effect on cognition may have been partially offset by the less severe ADNC.

    “Unidentified-AD participants may have more mixed pathology but the effect on cognition may have been partially offset by the less severe ADNC.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    To correct for multiple comparisons, the authors additionally adjusted p values using the Bonferroni method.

    “To correct for multiple comparisons, we additionally adjusted p values using the Bonferroni method.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Study design and conductnone given

    The prevalence of rare neurodegenerative diseases such as FTLD in this highly selected sample may not reflect the frequencies seen in community-based cohorts.

    “However, the prevalence of rare neurodegenerative diseases such as FTLD in this highly selected sample may not reflect the frequencies seen in community-based cohorts and future studies should explore these neuropathological features in other cohorts.”
    Quote in the paperNot a substantial claim
50 of 50
  • The paper relies on this without support.

    AD pathological changes begin in the brain well before symptoms present clinically.

    “AD pathological changes begin in the brain well before symptoms present clinically; however, once cognitive impairment begins it is important to understand what clinical presentations may be influencing clinicians to miss an AD diagnosis as this is uncommon.”
  • The paper relies on this without support.

    Misclassification of diagnoses impacts research that informs clinical trials.

    “Misclassification of diagnoses impacts research that informs clinical trials.”
2 of 2

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.

  • Conclusion reverses the hippocampal sclerosis comparison

    Major

    The conclusion says Unidentified-AD participants were more likely to have hippocampal sclerosis, whereas the results say they were less likely to have it than Confirmed-AD participants.

  • Primary diagnoses for Unidentified-AD are reversed

    Minor

    The text assigns 41.1% to frontotemporal lobar degeneration and 43.9% to Lewy body disease, but Table 2 assigns those percentages the other way around.

2 of 2

Cites

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Authors
Gauthreaux, K., Bonnett, T. A., Besser, L. M., Brenowitz, W. D., Teylan, M., Mock, C., Chen, Y.-C., Chan, K. C. G., Keene, C. D., Zhou, X.-H., & Kukull, W. A.
Affiliations
  • University of Washington (US)
  • Frederick National Laboratory for Cancer Research (US)
  • Florida Atlantic University (US)
  • University of California, San Francisco (US)
  • Department of Statistics , Washington
Corresponding author
Gauthreaux, Kathryn
Venue
Journal of Neuropathology & Experimental Neurology
Published
2020-02-24
Volume
79
Issue
5
Pages
465-473
ISSN
  • 0022-3069 (ISSN-L)
  • 1554-6578
OpenAlex
W3010708331
Cited by
44
References
27
Citations by year
2026: 9 · 2025: 9 · 2024: 11 · 2023: 7 · 2022: 2 · 2021: 3 · 2020: 3
FWCI
2.39
Type
journal article
Language
en
Open access
Locations
  • Journal of Neuropathology & Experimental Neurology (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (submittedVersion)
Funders
  • National Cancer Institute
  • National Institutes of Health (HHSN261200800001E)
  • Nancy and Buster Alvord endowment
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 › Neurology › Neurological Disease Mechanisms and Treatments
Keywords
Alzheimer's disease, diagnosis, autopsy, diagnostic accuracy, misdiagnosis, parkinsonian signs, depression, behavioral problems, cognitive impairment, biomarkers, dementia
MeSH terms
Neuropathology, Aged, Aged, 80 and over, Alzheimer Disease, Autopsy, Brain, Female, Humans, Male

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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