Cited by 9Alzheimer's disease research and treatmentsDown syndrome and intellectual disability researchDementia and Cognitive Impairment Research

Apolipoprotein E abundance is elevated in the brains of individuals with Down syndrome–Alzheimer’s disease

Open access
Farrell, Clíona, Buhidma, Yazead, Mumford, Paige, Heywood, Wendy E., Hällqvist, Jenny, Flores-Aguilar, Lisi, Andrews, Elizabeth J., Rahimzadah, Negin +8 more·2025·Acta Neuropathologica

Published version of a preprint

Abstract

Trisomy of chromosome 21, the cause of Down syndrome (DS), is the most commonly occurring genetic cause of Alzheimer’s disease (AD). Here, we compare the frontal cortex proteome of people with Down syndrome–Alzheimer’s disease (DSAD) to demographically matched cases of early onset AD and healthy ageing controls. We find dysregulation of the proteome, beyond proteins encoded by chromosome 21, including an increase in the abundance of the key AD-associated protein, APOE, in people with DSAD compared to matched cases of AD. To understand the cell types that may contribute to changes in protein abundance, we undertook a matched single-nuclei RNA-sequencing study, which demonstrated that APOE expression was elevated in subtypes of astrocytes, endothelial cells, and pericytes in DSAD. We further investigate how trisomy 21 may cause increased APOE. Increased abundance of APOE may impact the development of, or response to, AD pathology in the brain of people with DSAD, altering disease mechanisms with clinical implications. Overall, these data highlight that trisomy 21 alters both the transcriptome and proteome of people with DS in the context of AD, and that these differences should be considered when selecting therapeutic strategies for this vulnerable group of individuals who have high risk of early onset dementia.

AI snapshot

Written from the paper’s full text.

TL;DR

In matched post-mortem frontal cortex, trisomy 21 in Down syndrome–Alzheimer’s disease (DSAD) was associated with proteomic and transcriptomic changes beyond chromosome 21, including elevated APOE abundance compared with euploid early onset AD (EOAD) and late-onset AD (LOAD). Single-nuclei RNA-sequencing implicated astrocytes, endothelial cells, and pericytes as sources of increased APOE expression in DSAD.

Key findings

  • Label-free proteomics identified 2,855 proteins and 241 significantly different between case types; 7 Hsa21-encoded proteins were increased in DSAD versus HA or EOAD, while 71 non-Hsa21 proteins were upregulated and 67 downregulated in DSAD versus EOAD or HA.
  • APOE was upregulated in DSAD compared with EOAD and HA by proteomics; western blot in discovery plus validation cohort A (n = 14 HA, 18 DSAD, 14 EOAD) showed higher APOE in DSAD than EOAD with both antibodies [Calbiochem: F(2,43) = 4.381, p = 0.019, post hoc p = 0.015; Sigma: F(2,43) = 4.696, p = 0.014, post hoc p = 0.012].
  • In validation cohort B, APOE was higher in DSAD than LOAD [Calbiochem: F(3,28) = 5.541, p = 0.004, DSAD vs LOAD p = 0.005; Sigma: F(3,28) = 6.099, p = 0.003, DSAD vs LOAD p = 0.040], and higher in DS than LOAD by Sigma antibody (p = 0.002).
  • snRNAseq recovered 89,649 nuclei and 38 clusters; APOE expression was elevated in astrocyte, endothelial, and pericyte clusters in DSAD versus EOAD, and in an astrocyte subtype versus HA, while APOE was decreased in a microglial subtype in DSAD versus EOAD.

Methods

  • Post-mortem frontal cortex (Brodmann area 10) from DSAD, EOAD, and healthy ageing (HA) cases; discovery cohort n = 4 HA, 8 DSAD, 4 EOAD, with validation cohort A (n = 10 per group) and validation cohort B (n = 10 DSAD, 10 LOAD, 6 DS, 6 young controls).
  • Label-free mass spectrometry proteomics, single-nuclei RNA-sequencing (10x Genomics), RT-qPCR, western blot, immunohistochemistry/immunofluorescence, and MSD amyloid-β quantification in soluble, membrane-associated, and insoluble fractions.
  • Analyses included ANOVA with sex and case type as variables and age/PMI as covariates, Bonferroni-corrected pairwise comparisons, Pearson correlations, and Ingenuity Pathway Analysis.

Limitations

  • The paper states that end-stage AD tissue, bulk proteomics, and neuropathological/cellular differences between cases may confound results; early disease mechanisms are not captured, and correlative relationships may not reflect disease development.
  • The paper states EOAD cases had unknown genetic cause and likely different disease aetiology from DSAD; proteomics covered only 2,855 proteins (~10–15% of the proteome); snRNAseq had low nuclei recovery for some cases/cell types; Bonferroni rather than FDR increased type I error risk; APOE genotype and validation cohort B subgroups were underpowered; antibody-dependent differences were observed.
  • Evident from the text: the study is cross-sectional and largely correlational, so it cannot establish causality; validation cohorts differed significantly in age at death and PMI, and APOE genotype was unavailable for young control and DS groups.

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

Integrity signals

Registry

Crossref · 10.1007/s00401-025-02889-0

Cites

78 of 78 references verified0 citation errors · 0 not checkable

Statistics

47 tests recomputed · 0 with the reported and recomputed p on opposite sides of .05

Claims the paper makes

68 of 77 cited sources checked · 35 supported · 0 flagged · accuracy not yet measured

  • Premisecitation

    DSAD has changes to neuroimmune biology compared with AD in the general population.

    “changes to neuroimmune biology [46, 51, 67]”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [46] Martini AC, Helman AM, McCarty KL, Lott IT, Doran E, Schmitt FA et al (2020) Distribution of microglial phenotypes as a function of age and Alzheimer’s disease neuropathology in the brains of people with Down syndrome. Alzheimers Dement Diagn Assess Dis Monit 12:e12113. https://doi.org/10.1002/dad2.12113 source
    • cites [51] Palmer CR, Liu CS, Romanow WJ, Lee M-H, Chun J (2021) Altered cell and RNA isoform diversity in aging Down syndrome brains. Proc Natl Acad Sci 118:e2114326118. https://doi.org/10.1073/pnas.2114326118 source
    • cites [67] Wilcock DM, Hurban J, Helman AM, Sudduth TL, McCarty KL, Beckett TL et al (2015) Down syndrome individuals with Alzheimer’s disease have a distinct neuroinflammatory phenotype compared to sporadic Alzheimer’s disease. Neurobiol Aging 36:2468–2474. https://doi.org/10.1016/j.neurobiolaging.2015.05.016 source
  • Findingcitation

    Re-analysis of a previously published snRNAseq dataset showed upregulated expression of APOE in astrocytes in DSAD compared to healthy controls.

    “In support of these data, re-analysis of a previously published snRNAseq dataset showed the upregulated expression of APOE in astrocytes in DSAD compared to healthy controls [49].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [49] Miyoshi E, Morabito S, Henningfield CM, Das S, Rahimzadeh N, Shabestari SK et al (2024) Spatial and single-nucleus transcriptomic analysis of genetic and sporadic forms of Alzheimer’s disease. Nat Genet. https://doi.org/10.1038/s41588-024-01961-x source

      The Methods (Differential gene expression analysis; page unavailable) report a DSAD-versus-control snRNA-seq comparison, but say it used a dataset generated in this study; the re-analysis of previously published datasets compared late-stage AD with controls. No passage found reports APOE upregulation in DSAD astrocytes (searched: APOE and APOE astrocytes DSAD). (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Findingown data

    Elevated expression of APP was found in many cell types in the frontal cortex, consistent with a previous report.

    “Consistent with a previous report, we found elevated expression of APP in many cell types in the frontal cortex (Fig. 2m, n) [51].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [51] Palmer CR, Liu CS, Romanow WJ, Lee M-H, Chun J (2021) Altered cell and RNA isoform diversity in aging Down syndrome brains. Proc Natl Acad Sci 118:e2114326118. https://doi.org/10.1073/pnas.2114326118 source

      The Results section on HSA21 genes reports that APP expression was altered in both excitatory and inhibitory neurons in Down syndrome prefrontal cortex. The section on differential isoform expression says APP RNA is expressed across several cell types, but it does not establish elevated APP expression in many cell types relative to controls. The cited report therefore supports a narrower finding than the one attributed to it. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • Findingown data

    APP abundance was increased in the DSAD frontal cortex.

    “Consistent with our proteomic analysis and a previous report [58], we found that APP abundance was increased in the DSAD frontal cortex (Fig. 4d, e).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [58] Sawa M, Overk C, Becker A, Derse D, Albay R, Weldy K et al (2022) Impact of increased APP gene dose in Down syndrome and the Dp16 mouse model. Alzheimers Dement 18:1203–1234. https://doi.org/10.1002/alz.12463 source
  • Interpretationcitation

    The increased APP-CTF-α in DSAD is likely the result of the additional copy of APP in individuals with DS.

    “This is likely the result of the additional copy of APP in individuals with DS and is consistent with a previous report [58].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [58] Sawa M, Overk C, Becker A, Derse D, Albay R, Weldy K et al (2022) Impact of increased APP gene dose in Down syndrome and the Dp16 mouse model. Alzheimers Dement 18:1203–1234. https://doi.org/10.1002/alz.12463 source
    • Rests on an assumption: Full-length APP is processed in the brain into APP-CTF-α, APP-CTF-β, amyloid-β40, and amyloid-β42, which accumulate in plaques in AD and DSAD.
  • Classified as probably not a substantial claim. 66
  • May combine two claims. 59
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    DSAD is in part a result of triplication of the APP gene on Hsa21, which results in increased production of amyloid-β peptide and other APP gene products.

    “and is in part a result of triplication of the amyloid precursor protein gene (APP) on Hsa21, which results in the increased production of the amyloid-β peptide and other APP gene products [12, 54].”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [12] Doran E, Keator D, Head E, Phelan MJ, Kim R, Totoiu M et al (2017) Down syndrome, partial trisomy 21, and absence of Alzheimer’s disease: the role of APP. J Alzheimers Dis 56:459–470. https://doi.org/10.3233/JAD-160836 source

      The Introduction (page unavailable) states that APP triplication in Down syndrome increases brain Aβ levels, and the Discussion links increased APP copy number to Alzheimer’s disease in Down syndrome. Our copy does not state that triplication increases production of other APP gene products. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
    • cites [54] Prasher VP, Farrer MJ, Kessling AM, Fisher EMC, West RJ, Barber PC et al (1998) Molecular mapping of alzheimer-type dementia in Down’s syndrome. Ann Neurol 43:380–383. https://doi.org/10.1002/ana.410430316 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In DSAD, tau pathology develops faster in relation to amyloid-β than in AD in the general population.

    “These include a faster development of tau pathology in relation to amyloid-β [72]”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [72] Zammit MD, Betthauser TJ, McVea AK, Laymon CM, Tudorascu DL, Johnson SC et al (2024) Characterizing the emergence of amyloid and tau burden in Down syndrome. Alzheimers Dement 20:388–398. https://doi.org/10.1002/alz.13444 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Evidence in preclinical models demonstrates that genes other than APP being in three copies modify aspects of DSAD, such as cognition and amyloid-β load.

    “Evidence in preclinical models demonstrates that genes other than APP being in three copies modify aspects of DSAD, such as cognition and amyloid-β load [1, 50, 70]”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [1] Alić I, Goh PA, Murray A, Portelius E, Gkanatsiou E, Gough G et al (2021) Patient-specific Alzheimer-like pathology in trisomy 21 cerebral organoids reveals BACE2 as a gene dose-sensitive AD suppressor in human brain. Mol Psychiatry 26:5766–5788. https://doi.org/10.1038/s41380-020-0806-5 source

      The Results section (‘Trisomy of BACE2 skews non-amyloidogenic Aβ peptide ratios and suppresses AD-like pathology in organoids’; page unavailable) reports that removing the third BACE2 copy led to amyloid deposits in trisomy 21 cerebral organoids. This supports the claim about a gene other than APP modifying amyloid pathology in a preclinical model, but the paper does not demonstrate an effect on cognition. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [50] Mumford P, Tosh J, Anderle S, Wikberg EG, Lau G, Noy S et al (2022) Genetic mapping of APP and amyloid-β biology modulation by trisomy 21. J Neurosci 42:6453–6468. https://doi.org/10.1523/JNEUROSCI.0521-22.2022 source

      The Conclusion reports that extra copies of chromosome 21 genes reduced brain amyloid-β accumulation in mouse models, supporting the amyloid-β part of the claim. The paper does not report that its models demonstrate a change in cognition; its discussion of cognitive deficits appears in references to other work. No page numbers are available in our copy. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [70] Wiseman FK, Pulford LJ, Barkus C, Liao F, Portelius E, Webb R et al (2018) Trisomy of human chromosome 21 enhances amyloid-β deposition independently of an extra copy of APP. Brain 141:2457–2474. https://doi.org/10.1093/brain/awy159 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    DSAD is the most commonly occurring single genetic cause of AD.

    “Down syndrome–Alzheimer’s disease (DSAD) is the most commonly occurring single genetic cause of AD”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [12] Doran E, Keator D, Head E, Phelan MJ, Kim R, Totoiu M et al (2017) Down syndrome, partial trisomy 21, and absence of Alzheimer’s disease: the role of APP. J Alzheimers Dis 56:459–470. https://doi.org/10.3233/JAD-160836 source

      The Introduction links trisomy 21 and increased APP dosage in Down syndrome to Alzheimer’s disease, and the Discussion describes APP copy number as central to Alzheimer’s disease in Down syndrome. Neither section compares Down syndrome with other genetic causes or establishes that it is the most common single genetic cause. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [54] Prasher VP, Farrer MJ, Kessling AM, Fisher EMC, West RJ, Barber PC et al (1998) Molecular mapping of alzheimer-type dementia in Down’s syndrome. Ann Neurol 43:380–383. https://doi.org/10.1002/ana.410430316 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    By age 40 years, most individuals with DS will have developed Alzheimer's disease pathology, characterised by amyloid-β plaques and neurofibrillary tau tangles within the brain.

    “By age 40 years, most individuals with DS will have developed Alzheimer’s disease (AD) pathology, characterised by the accumulation of amyloid-β plaques and neurofibrillary tau tangles (NFT) within the brain [17, 69].”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [17] Fortea J, Zaman SH, Hartley S, Rafii MS, Head E, Carmona-Iragui M (2021) Alzheimer’s disease associated with Down syndrome: a genetic form of dementia. Lancet Neurol 20:930–942. https://doi.org/10.1016/S1474-4422(21)00245-3 source
    • cites [69] Wiseman FK, Al-Janabi T, Hardy J, Karmiloff-Smith A, Nizetic D, Tybulewicz VLJ et al (2015) A genetic cause of Alzheimer disease: mechanistic insights from Down syndrome. Nat Rev Neurosci 16:564–574. https://doi.org/10.1038/nrn3983 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    By age 55 years, more than half of people with DS will have developed clinical dementia caused by AD, and by age 70 years, virtually all individuals with DS will have AD-dementia.

    “By the age of 55 years, more than half of people with DS will have developed clinical dementia, caused by AD, and by age 70 years, virtually all individuals with DS will have AD-dementia [28, 33, 41, 47].”
    Quote in the paperNot a substantial claim2 of 4 sources checked
    • cites [28] Hithersay R, Startin CM, Hamburg S, Mok KY, Hardy J, Fisher EMC et al (2019) Association of dementia with mortality among adults with down syndrome older than 35 years. JAMA Neurol 76:152–160. https://doi.org/10.1001/jamaneurol.2018.3616 source

      The Introduction reports a mean age of dementia diagnosis of 55 years and estimates that as many as 88% of people with Down syndrome develop dementia by 65. It does not establish that more than half have clinical dementia by 55 or that virtually all do by 70; its reference to near-universal Alzheimer disease neuropathology is not the same as clinical dementia. The Results also describe a participant who died at 73 without a dementia diagnosis. Page numbers are unavailable in our copy. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites [33] Iulita MF, Garzón Chavez D, Klitgaard Christensen M, Valle Tamayo N, Plana-Ripoll O, Rasmussen SA et al (2022) Association of Alzheimer disease with life expectancy in people with Down syndrome. JAMA Netw Open 5:e2212910. https://doi.org/10.1001/jamanetworkopen.2022.12910 source

      The Results (Systematic Review and Meta-analysis; page unavailable) give a pooled mean age of 53.8 years for onset of Alzheimer dementia in people with Down syndrome, but do not establish that more than half have developed it by age 55. The Introduction reports an Alzheimer disease risk above 90% by the seventh decade, and the Discussion suggests near-full penetrance; neither establishes that virtually all have clinical AD dementia by age 70. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
    • cites [41] Margallo-Lana ML, Moore PB, Kay DWK, Perry RH, Reid BE, Berney TP et al (2007) Fifteen-year follow-up of 92 hospitalized adults with Down’s syndrome: incidence of cognitive decline, its relationship to age and neuropathology. J Intellect Disabil Res 51:463–477. https://doi.org/10.1111/j.1365-2788.2006.00902.x source
    • cites [47] McCarron M, McCallion P, Reilly E, Dunne P, Carroll R, Mulryan N (2017) A prospective 20-year longitudinal follow-up of dementia in persons with Down syndrome. J Intellect Disabil Res 61:843–852. https://doi.org/10.1111/jir.12390 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    DSAD has an increased incidence of seizures compared with AD in the general population.

    “and increased incidence of seizures [2]”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [2] Altuna M, Giménez S, Fortea J (2021) Epilepsy in Down syndrome: a highly prevalent comorbidity. J Clin Med 10:2776. https://doi.org/10.3390/jcm10132776 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Recent transcriptomic studies have demonstrated changes in the inhibitory-to-excitatory neuronal ratio and microglial cell states in the brain of people with DS.

    “Recent transcriptomic studies have begun to address this by systematically interrogating how the extra copy of Hsa21 alters transcript expression within the brain of people with DS, demonstrating changes in the inhibitory-to-excitatory neuronal ratio, and microglial cell states [49, 51].”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [49] Miyoshi E, Morabito S, Henningfield CM, Das S, Rahimzadeh N, Shabestari SK et al (2024) Spatial and single-nucleus transcriptomic analysis of genetic and sporadic forms of Alzheimer’s disease. Nat Genet. https://doi.org/10.1038/s41588-024-01961-x source

      The Results section (“ST and cellular transcriptomics of AD”; page not provided) reports shifts in cell-state composition, especially among microglia, in samples from people with Down syndrome and Alzheimer’s disease (DSAD). It identifies excitatory and inhibitory neurons but does not report a change in their ratio. The study also examined DSAD, not Down syndrome without Alzheimer’s disease. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites [51] Palmer CR, Liu CS, Romanow WJ, Lee M-H, Chun J (2021) Altered cell and RNA isoform diversity in aging Down syndrome brains. Proc Natl Acad Sci 118:e2114326118. https://doi.org/10.1073/pnas.2114326118 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    These data are consistent with a previous report comparing bulk proteomics and bulk RNAseq in brain samples from young individuals with DS compared with euploid-matched controls, which also reported a discordance between transcript and protein levels.

    “These data are consistent with a previous report comparing bulk proteomics and bulk RNAseq in brain samples from young individuals with DS compared with euploid-matched controls, which also reported a discordance between transcript and protein levels [56].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [56] Rastogi M, Bartolucci M, Nanni M, Aloisio M, Vozzi D, Petretto A et al (2024) Integrative multi-omic analysis reveals conserved cell-projection deficits in human Down syndrome brains. Neuron 112:2503-2523.e10. https://doi.org/10.1016/j.neuron.2024.05.002 source

      Split into 2 atoms — 0 confirmed, 2 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.

    Study design and conductcitation

    Transcript expression data were normalised to adjust for differences in sequencing depth between cells and scaled to correct for cell-to-cell variation in total UMI count, and also normalised to remove confounding sources of variation such as mitochondrial mapping percentage, post-mortem delay, age of death, and batch number.

    “Using SCTransform, transcript expression data were normalised to adjust for differences in sequencing depth between cells and scaled to correct for cell-to-cell variation in total UMI count [22]. Data were also normalised to remove confounding sources of variation such as mitochondrial mapping percentage, post-mortem delay, age of death, and batch number.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [22] Hafemeister C, Satija R (2019) Normalization and variance stabilization of single-cell RNA-seq data using regularized negative binomial regression. Genome Biol 20:296. https://doi.org/10.1186/s13059-019-1874-1 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The isoform variation of APOE is associated with an increased risk of developing AD in the general population.

    “The isoform variation of the protein is associated with an increased risk of developing AD in the general population [11, 16, 44].”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [11] Deb S, Braganza J, Norton N, Williams H, Kehoe PG, Williams J et al (2000) APOE epsilon 4 influences the manifestation of Alzheimer’s disease in adults with Down’s syndrome. Br J Psychiatry J Ment Sci 176:468–472. https://doi.org/10.1192/bjp.176.5.468 source

      The Abstract reports that APOE ε4 is associated with Alzheimer’s disease in adults with Down’s syndrome, and the Age of onset section calls it a risk factor in that group. The paper mentions possible effects of APOE status in the general population, but the passages do not establish the claimed increased risk of developing Alzheimer’s disease in that population. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [16] Fortea J, Pegueroles J, Alcolea D, Belbin O, Dols-Icardo O, Vaqué-Alcázar L et al (2024) APOE4 homozygosity represents a distinct genetic form of Alzheimer’s disease. Nat Med 30:1284–1291. https://doi.org/10.1038/s41591-024-02931-w source
    • cites [44] Martens YA, Zhao N, Liu C-C, Kanekiyo T, Yang AJ, Goate AM et al (2022) ApoE cascade hypothesis in the pathogenesis of Alzheimer’s disease and related dementias. Neuron 110:1304–1317. https://doi.org/10.1016/j.neuron.2022.03.004 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    APOE is a lipoprotein involved in the transport of cholesterol and phospholipids between cells.

    “APOE is a lipoprotein involved in the transport of cholesterol and phospholipids between cells, and allelic variation in the APOE gene is a strong genetic risk factor for AD [16, 44].”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [16] Fortea J, Pegueroles J, Alcolea D, Belbin O, Dols-Icardo O, Vaqué-Alcázar L et al (2024) APOE4 homozygosity represents a distinct genetic form of Alzheimer’s disease. Nat Med 30:1284–1291. https://doi.org/10.1038/s41591-024-02931-w source

      The cited paper’s Results discuss APOE genotype and Alzheimer’s disease neuropathology, but the passages do not describe APOE as a lipoprotein or say that it transports cholesterol and phospholipids between cells. Searches for those terms and for apolipoprotein E’s role in lipid transport found no passage addressing the quoted claim. (LLM, conf=0.74)

      Experimental — accuracy not yet measured
    • cites [44] Martens YA, Zhao N, Liu C-C, Kanekiyo T, Yang AJ, Goate AM et al (2022) ApoE cascade hypothesis in the pathogenesis of Alzheimer’s disease and related dementias. Neuron 110:1304–1317. https://doi.org/10.1016/j.neuron.2022.03.004 source
  • May combine two claims.

    Findingcitation

    APOE staining resembles the pattern of amyloid-β plaque pathology in DSAD and EOAD cases, with minimal staining in HA cases.

    “As previously reported [39], APOE staining resembles the pattern of amyloid-β plaque pathology in DSAD and EOAD cases, with minimal staining in HA cases (Supplementary Fig. 9).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [39] Lemere CA, Blusztajn JK, Yamaguchi H, Wisniewski T, Saido TC, Selkoe DJ (1996) Sequence of deposition of heterogeneous amyloid β-peptides and APO E in Down syndrome: implications for initial events in amyloid plaque formation. Neurobiol Dis 3:16–32. https://doi.org/10.1006/nbdi.1996.0003 source

      The ‘Temporal Sequence of Apo E Immunoreactivity’ section (page not specified) reports that Apo E plaque staining closely paralleled amyloid-β staining in Down syndrome cases. The Discussion (page not specified) also notes prior observations of Apo E in plaques in AD, but this paper does not establish the stated staining pattern specifically for EOAD or minimal staining in HA cases. (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

    APOE has a known key role in AD-related processes including amyloid-β clearance and aggregation, the immune response to pathology, tau pathology development, and the maintenance of cerebrovascular homeostasis.

    “APOE has a known key role in AD-related processes including amyloid-β clearance and aggregation, the immune response to pathology, tau pathology development, and the maintenance of cerebrovascular homeostasis [44].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [44] Martens YA, Zhao N, Liu C-C, Kanekiyo T, Yang AJ, Goate AM et al (2022) ApoE cascade hypothesis in the pathogenesis of Alzheimer’s disease and related dementias. Neuron 110:1304–1317. https://doi.org/10.1016/j.neuron.2022.03.004 source

      The Phenotypic phase section says apoE promotes Aβ aggregation and fibrillization, affects tau pathology and AD-related immune responses, and is associated with cerebrovascular dysfunction (page not available in our copy). These passages support most of the sentence, but the paper’s discussion does not establish the specifically attributed role in Aβ clearance; clearance appears in a reference title, not as a finding stated in the text. (LLM, conf=0.84)

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

    Premisecitation

    Previous reports have shown increased abundance of APP, S100B, and SYNJ1 in the frontal cortex and CSTB in the temporal cortex of people with DSAD.

    “These findings were consistent with previous reports of increased abundance of APP (amyloid precursor protein), S100B (S100 calcium-binding protein B), and SYNJ1 (synaptojanin-1) in the frontal cortex and CSTB (cystatin-B) in the temporal cortex of people with DSAD [45, 58, 71].”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [45] Martin SB, Dowling ALS, Lianekhammy J, Lott IT, Doran E, Murphy MP et al (2014) Synaptophysin and synaptojanin-1 in down syndrome are differentially affected by Alzheimer’s disease. J Alzheimers Dis 42:767–775. https://doi.org/10.3233/JAD-140795 source

      The Introduction says the study measured SYNJ1 in frontal-cortex samples, and the Discussion reports higher SYNJ1 levels in DSAD than in DS alone. The sentence does not assign its three citations to individual proteins; judged as a whole, this paper does not establish increased frontal-cortex APP or S100B, or increased temporal-cortex CSTB, in DSAD. No page numbers are available in our copy. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [58] Sawa M, Overk C, Becker A, Derse D, Albay R, Weldy K et al (2022) Impact of increased APP gene dose in Down syndrome and the Dp16 mouse model. Alzheimers Dement 18:1203–1234. https://doi.org/10.1002/alz.12463 source

      The Preliminary Findings (page unavailable) report increased full-length APP in frozen frontal-cortex samples from people with AD-DS compared with non-demented controls. The cited paper does not report the claimed increases in S100B or SYNJ1 in frontal cortex or CSTB in temporal cortex. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [71] Wu Y, Mumford P, Noy S, Cleverley K, Mrzyglod A, Luo D et al (2023) Cathepsin B abundance, activity and microglial localisation in Alzheimer’s disease-Down syndrome and early onset Alzheimer’s disease; the role of elevated cystatin B. Acta Neuropathol Commun 11:132. https://doi.org/10.1186/s40478-023-01632-8 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A recent report in trisomy 21 iPSC-derived astrocytes showed upregulation of APP.

    “consistent with a recent report in trisomy 21 iPSC-derived astrocytes that showed upregulation of APP [64].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [64] Thirumalai S, Livesey FJ, Patani R, Hung C (2025) APP antisense oligonucleotides are effective in rescuing mitochondrial phenotypes in human iPSC-derived trisomy 21 astrocytes. Alzheimers Dement 21:e14560. https://doi.org/10.1002/alz.14560 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Allelic variation in the APOE gene is a strong genetic risk factor for AD.

    “APOE is a lipoprotein involved in the transport of cholesterol and phospholipids between cells, and allelic variation in the APOE gene is a strong genetic risk factor for AD [16, 44].”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [16] Fortea J, Pegueroles J, Alcolea D, Belbin O, Dols-Icardo O, Vaqué-Alcázar L et al (2024) APOE4 homozygosity represents a distinct genetic form of Alzheimer’s disease. Nat Med 30:1284–1291. https://doi.org/10.1038/s41591-024-02931-w source
    • cites [44] Martens YA, Zhao N, Liu C-C, Kanekiyo T, Yang AJ, Goate AM et al (2022) ApoE cascade hypothesis in the pathogenesis of Alzheimer’s disease and related dementias. Neuron 110:1304–1317. https://doi.org/10.1016/j.neuron.2022.03.004 source
  • Classified as probably not a substantial claim.

    Premisecitation

    Homeostatic processes can regulate the abundance of proteins, such that a raised level of a transcript does not always increase the abundance of the corresponding protein.

    “Homeostatic processes can regulate the abundance of proteins, such that the raised level of a transcript does not always increase the abundance of the corresponding protein [8, 56, 59].”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites [8] Carlyle BC, Kitchen RR, Kanyo JE, Voss EZ, Pletikos M, Sousa AMM et al (2017) A multiregional proteomic survey of the postnatal human brain. Nat Neurosci 20:1787–1795. https://doi.org/10.1038/s41593-017-0011-2 source

      The Results section on mRNA and protein abundance reports genes with regional RNA differences but no corresponding protein difference, supporting the claim that more transcript does not always mean more protein. The Discussion also says mRNA expression is an incomplete measure of protein abundance. Neither passage attributes this mismatch specifically to homeostatic processes; the paper discusses protein stability and localization instead. Page numbers were not supplied in our copy. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [56] Rastogi M, Bartolucci M, Nanni M, Aloisio M, Vozzi D, Petretto A et al (2024) Integrative multi-omic analysis reveals conserved cell-projection deficits in human Down syndrome brains. Neuron 112:2503-2523.e10. https://doi.org/10.1016/j.neuron.2024.05.002 source

      The Results (page unavailable) show that mRNA and corresponding protein changes often differ in direction, supporting the point that a raised transcript level need not mean more protein. The Discussion (page unavailable) suggests posttranscriptional or posttranslational regulation, but does not establish that the processes responsible are homeostatic. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [59] Schwanhäusser B, Busse D, Li N, Dittmar G, Schuchhardt J, Wolf J et al (2011) Global quantification of mammalian gene expression control. Nature 473:337–342. https://doi.org/10.1038/nature10098 source

      The Discussion (p. 15) reports that mRNA levels explain only about 40% of variation in protein levels and identifies translational control as important. The homeostasis discussion (p. 14) suggests that some homeostasis genes may be translationally regulated, but the paper does not show that an increase in a transcript is buffered so that its corresponding protein fails to increase; it says changes in translation rates under different conditions remain unclear. (LLM, conf=0.86)

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

    Study design and conductcitation

    Quality control was performed to remove low-quality cells based on the number of detected genes and unique molecular identifiers, and cells with an unusually high number of UMIs, suggesting potential doublet events, were excluded using scDblFinder.

    “Quality control was performed to remove low-quality cells based on the number of detected genes and unique molecular identifiers (UMIs). Cells with an unusually high number of UMIs, suggesting potential doublet events, were also excluded using scDblFinder [18].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [18] Germain P-L, Lun A, Garcia Meixide C, Macnair W, Robinson MD (2022) Doublet identification in single-cell sequencing data using scDblFinder. F1000Research. 10:979. https://doi.org/10.12688/f1000research.73600.2 source

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

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

    Premisecitation

    Raised abundance of CBR1 and PFKL in the brain of individuals with DSAD has recently been reported.

    “Raised abundance of CBR1 (carbonyl reductase 1) and PFKL (6-phosphofructokinase) in the brain of individuals with DSAD has recently been reported [43].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [43] Martá-Ariza M, Leitner DF, Kanshin E, Suazo J, Giusti Pedrosa A, Thierry M et al (2025) Comparison of the amyloid plaque proteome in Down syndrome, early onset Alzheimer’s disease, and late-onset Alzheimer’s disease. Acta Neuropathol (Berl) 149:9. https://doi.org/10.1007/s00401-025-02844-z source

      The Results section, under “Protein-coding genes present in Hsa21,” reports significant enrichment of CBR1 in Down syndrome non-plaque brain tissue. Our copy does not report raised PFKL abundance; searches for PFKL and 6-phosphofructokinase found no supporting passage. No page number is available in the indexed copy. (LLM, conf=0.85)

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

    Premisecitation

    Blood-brain barrier breakdown has been demonstrated to occur in AD in the general population.

    “Blood–brain barrier breakdown has been demonstrated to occur in AD in the general population [63], but whether the blood–brain barrier is disrupted in DS or DSAD is currently unknown.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [63] Sweeney MD, Sagare AP, Zlokovic BV (2018) Blood–brain barrier breakdown in Alzheimer disease and other neurodegenerative disorders. Nat Rev Neurol 14:133–150. https://doi.org/10.1038/nrneurol.2017.188 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In the context of AD, APOE has been shown to be upregulated in response to pathology in microglia undergoing a damage-associated immune response.

    “In the context of AD, APOE has been shown to be upregulated in response to pathology in microglia undergoing a damage-associated immune response [38].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [38] Keren-Shaul H, Spinrad A, Weiner A, Matcovitch-Natan O, Dvir-Szternfeld R, Ulland TK et al (2017) A unique microglia type associated with restricting development of Alzheimer’s disease. Cell 169:1276-1290.e17. https://doi.org/10.1016/j.cell.2017.05.018 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Recent PET imaging studies found no evidence that APOEε4 influences amyloid-β load in individuals with DSAD.

    “However, recent PET imaging studies found no evidence that APOEε4 influences amyloid-β load in individuals with DSAD [6].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [6] Boerwinkle AH, Gordon BA, Wisch J, Flores S, Henson RL, Butt OH et al (2023) Comparison of amyloid burden in individuals with Down syndrome versus autosomal dominant Alzheimer’s disease: a cross-sectional study. Lancet Neurol 22:55–65. https://doi.org/10.1016/S1474-4422(22)00408-2 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A previous report found no significant difference in the abundance of APOE in amyloid-β plaques in the hippocampus and surrounding entorhinal/temporal cortex, from cases of DSAD and EOAD.

    “However, a previous report found no significant difference in the abundance of APOE in amyloid-β plaques in the hippocampus and surrounding entorhinal/temporal cortex, from cases of DSAD and EOAD [13].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [13] Drummond E, Kavanagh T, Pires G, Marta-Ariza M, Kanshin E, Nayak S et al (2022) The amyloid plaque proteome in early onset Alzheimer’s disease and Down syndrome. Acta Neuropathol Commun 10:53. https://doi.org/10.1186/s40478-022-01356-1 source

      The Results section, “Proteins enriched in plaques in both EOAD and DS” (page unavailable), identifies APOE as one of the most abundant plaque proteins in both groups. The Methods section, “Laser capture microdissection for localized proteomics” (page unavailable), says plaques were sampled from hippocampal sections that included entorhinal and temporal cortex. Our copy does not report an APOE-specific test showing no significant difference in abundance between DS and EOAD plaques; the reported correlation across plaque proteins does not establish that result. (LLM, conf=0.82)

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

    Premisecitation

    Recent natural history studies have highlighted evidence of accelerated AD progression in people who have DSAD, including a more rapid development of tau spread as measured by positron emission tomography and plasma phospho-tau217, and enhanced rates of cortical thinning, after normalising for amyloid-β accumulation.

    “Recent natural history studies comparing the development of AD in the general population and DSAD have highlighted evidence of accelerated AD progression in people who have DSAD. This includes a more rapid development of tau spread as measured by positron emission tomography and plasma phospho-tau217 [60, 68, 72], and enhanced rates of cortical thinning [37], after normalising for amyloid-β accum”
    Quote in the paperNot a substantial claim4 of 4 sources checked
    • cites [60] Schworer EK, Zammit MD, Wang J, Handen BL, Betthauser T, Laymon CM et al (2024) Timeline to symptomatic Alzheimer’s disease in people with Down syndrome as assessed by amyloid-PET and tau-PET: a longitudinal cohort study. Lancet Neurol 23:1214–1224. https://doi.org/10.1016/S1474-4422(24)00426-5 source

      The Results report tau-PET increases at successive neurofibrillary-tangle stages after amyloid-β positivity in adults with Down syndrome. The paper does not establish that tau spreads faster than in the general population at comparable amyloid accumulation, and it does not report plasma phospho-tau217. Cortical thinning is cited separately in the citing sentence, so it is not attributed to this source. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [68] Wisch JK, McKay NS, Boerwinkle AH, Kennedy J, Flores S, Handen BL et al (2024) Comparison of tau spread in people with Down syndrome versus autosomal-dominant Alzheimer’s disease: a cross-sectional study. Lancet Neurol 23:500–510. https://doi.org/10.1016/S1474-4422(24)00084-X source

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

      Experimental — accuracy not yet measured
    • cites [72] Zammit MD, Betthauser TJ, McVea AK, Laymon CM, Tudorascu DL, Johnson SC et al (2024) Characterizing the emergence of amyloid and tau burden in Down syndrome. Alzheimers Dement 20:388–398. https://doi.org/10.1002/alz.13444 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
    • cites [37] Kennedy JT, Wisch JK, Dincer A, Roman J, Gordon BA, Handen B et al (2025) Decoding brain structure to stage Alzheimer’s disease pathology in Down syndrome. Alzheimers Dement. https://doi.org/10.1002/alz.14519 source

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

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing).

    Premisecitation

    Raised APOE leads to an increase in APP transcript expression in preclinical models via an effect on the transcription factor AP1.

    “A previous report has indicated that raised APOE leads to an increase in APP transcript expression in preclinical models via an effect on the transcription factor AP1 [29].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [29] Huang Y-WA, Zhou B, Wernig M, Südhof TC (2017) ApoE2, ApoE3, and ApoE4 differentially stimulate APP transcription and Aβ secretion. Cell 168:427-441.e21. https://doi.org/10.1016/j.cell.2016.12.044 source
  • May combine two claims.

    Premisecitation

    In a recent proteomic report comparing the plaque and non-plaque-associated proteome of DSAD, EOAD, and LOAD cases, an 8-fold enrichment of APOE was observed in DSAD, and a 5.9-fold enrichment of APOE in EOAD was observed.

    “In a recent proteomic report comparing the plaque and non-plaque-associated proteome of DSAD, EOAD, and LOAD cases, an 8-fold enrichment of APOE was observed in DSAD, and a 5.9-fold enrichment of APOE in EOAD was observed [43].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [43] Martá-Ariza M, Leitner DF, Kanshin E, Suazo J, Giusti Pedrosa A, Thierry M et al (2025) Comparison of the amyloid plaque proteome in Down syndrome, early onset Alzheimer’s disease, and late-onset Alzheimer’s disease. Acta Neuropathol (Berl) 149:9. https://doi.org/10.1007/s00401-025-02844-z source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In DSAD, the effect of APOEε4 genotype on the age of onset of clinical features of disease and AD biomarkers is significant, but relatively modest compared with the effect of the genotype in LOAD, and may be limited to females.

    “Notably, recent work has indicated that in DSAD, the effect of APOEε4 genotype on the age of onset of clinical features of disease and AD biomarkers is significant, but relatively modest compared with the effect of the genotype in LOAD, and may be limited to females [5, 20, 32].”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites [5] Bejanin A, Iulita MF, Vilaplana E, Carmona-Iragui M, Benejam B, Videla L et al (2021) Association of apolipoprotein E ɛ4 allele with clinical and multimodal biomarker changes of Alzheimer disease in adults with Down syndrome. JAMA Neurol 78:937–947. https://doi.org/10.1001/jamaneurol.2021.1893 source

      The Results (Clinical and Neuropsychological Findings; page not available) report that APOE ε4 carriers with Down syndrome received a symptomatic AD diagnosis about two years earlier than noncarriers; the Discussion also reports earlier biomarker changes. The paper does not establish that this effect is smaller than in late-onset AD or that it may be limited to females. It reports a similar association with AD processes in the general population, but does not compare effect sizes or show a female-specific clinical effect. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [20] Gorijala P, Aslam MM, Dang L-HT, Xicota L, Fernandez MV, Sung YJ et al (2024) Alzheimer’s polygenic risk scores are associated with cognitive phenotypes in Down syndrome. Alzheimers Dement J Alzheimers Assoc 20:1038–1049. https://doi.org/10.1002/alz.13506 source

      The Results section (page not specified) reports significant associations of APOE ε4 carrier status with several CSF biomarkers in Down syndrome, and the Discussion links APOE ε4 to poorer memory scores. The cited paper does not establish an effect on the age of onset of clinical features or biomarkers, compare the magnitude of an onset effect with LOAD, or report that the effect may be limited to females. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [32] Iulita MF, Bejanin A, Vilaplana E, Carmona-Iragui M, Benejam B, Videla L et al (2023) Association of biological sex with clinical outcomes and biomarkers of Alzheimer’s disease in adults with Down syndrome. Brain Commun 5:fcad074. https://doi.org/10.1093/braincomms/fcad074 source

      The Results section reports that female APOE ε4 carriers with Down syndrome were diagnosed about three years earlier than female non-carriers (P = 0.01), with no corresponding difference in males. It also reports exploratory biomarker differences, but does not establish a significant effect on the age of onset of biomarkers or compare the magnitude of the effect with LOAD. The biomarker results include trends in males, so they do not establish that the effect is limited to females. Page numbers were not provided in our copy. (LLM, conf=0.86)

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

    Premisecitation

    One study has highlighted that plasma GFAP (produced by astrocytes), raised in response to amyloid-β accumulation in the brain, may contribute to the more rapid development of tau pathology.

    “One study has highlighted that plasma GFAP (produced by astrocytes), raised in response to amyloid-β accumulation in the brain, may contribute to the more rapid development of tau pathology [7].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [7] Boerwinkle AH, Wisch JK, Handen BL, Head E, Mapstone M, Rafii MS et al (2025) The mediating role of plasma glial fibrillary acidic protein in amyloid and tau pathology in Down’s syndrome. Alzheimers Dement 21:e14359. https://doi.org/10.1002/alz.14359 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    People with DSAD have a significant burden of cerebral amyloid angiopathy (CAA), with more severe CAA found than in sporadic AD.

    “People with DSAD have a significant burden of cerebral amyloid angiopathy (CAA), with more severe CAA found than in sporadic AD [25, 40].”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [25] Head E, Phelan MJ, Doran E, Kim RC, Poon WW, Schmitt FA et al (2017) Cerebrovascular pathology in Down syndrome and Alzheimer disease. Acta Neuropathol Commun 5:93. https://doi.org/10.1186/s40478-017-0499-4 source
    • cites [40] Mann DMA, Davidson YS, Robinson AC, Allen N, Hashimoto T, Richardson A et al (2018) Patterns and severity of vascular amyloid in Alzheimer’s disease associated with duplications and missense mutations in APP gene, Down syndrome and sporadic Alzheimer’s disease. Acta Neuropathol (Berl) 136:569–587. https://doi.org/10.1007/s00401-018-1866-3 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    APOE is sequestered in amyloid-β plaques within the brain, including in individuals with DSAD.

    “Previous studies have shown that APOE is sequestered in amyloid-β plaques within the brain, including in individuals with DSAD [3, 13], similar to what we have observed (Supplementary Fig. 9).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [3] Arai Y, Mizuguchi M, Ikeda K, Takashima S (1995) Developmental changes of apolipoprotein E immunoreactivity in Down syndrome brains. Dev Brain Res 87:228–232. https://doi.org/10.1016/0165-3806(95)00066-M source
    • cites [13] Drummond E, Kavanagh T, Pires G, Marta-Ariza M, Kanshin E, Nayak S et al (2022) The amyloid plaque proteome in early onset Alzheimer’s disease and Down syndrome. Acta Neuropathol Commun 10:53. https://doi.org/10.1186/s40478-022-01356-1 source
  • May combine two claims.

    Findingown data

    Increased expression of Hsa21 genes that also had elevated protein levels, as well as other Hsa21 genes not identified by mass spectrometry, was found in DSAD cases compared with euploid controls.

    “We found increased expression of the Hsa21 genes that also had elevated protein levels in our proteomic study, as well as other Hsa21 genes that we did not identify by mass spectrometry in our proteomic analysis, in DSAD cases compared with euploid controls (Fig. 2m, n).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    There was a significant effect of age at death, and a negative correlation between age at death and APOE abundance in posterior cingulate cortex samples.

    “No significant difference in APOE abundance was identified between YC and DS cases using either antibody, but we find a significant effect of age at death, and a negative correlation between age at death and APOE abundance in these samples (Supplementary Fig. 7a–f).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    When the three technical outliers were removed, a significant effect of case type on APOE abundance (Calbiochem) remained, with DSAD significantly higher than EOAD.

    “When removed from univariate ANOVA analysis, we continued to see a significant effect of case type on APOE abundance (Calbiochem) [Univariate ANOVA, F(2,40) = 5.005, p = 0.011)] with DSAD being significantly higher than EOAD (post hoc correction with Bonferroni, p = 0.010).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The anti-APOE antibodies used in western blot specifically detect APOE.
  • May combine two claims.

    Findingown data

    64 unique peptides mapped to APOE, and 16 of these were significantly elevated in DSAD cases.

    “We identified 64 unique peptides that mapped to APOE, and 16 of these were significantly elevated in DSAD cases”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    RIN was variable but was not affected by age, sex or PMI.

    “RIN was variable but was not affected by age, sex or PMI.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    After quality control preprocessing, 89,649 nuclei were recovered across all samples, and 38 molecularly unique clusters were identified.

    “After quality control preprocessing, we recovered a total of 89,649 nuclei across all samples of which we identified a total of 38 molecularly unique clusters (Fig. 2a).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    S100B had increased expression in astrocytes and OPCs, and PFKL in a subtype of astrocytes, OPCs, and excitatory neurons.

    “S100B had increased expression in astrocytes and OPCs, and PFKL in a subtype of astrocytes, OPCs, and excitatory neurons (Fig. 2m, n).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    APOE abundance was higher in DS than in LOAD (Sigma antibody only), with values comparable to the DSAD group.

    “However, we show that APOE abundance is higher in DS than in LOAD (Sigma antibody only), with values comparable to the DSAD group (Fig. 3h).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The anti-APOE antibodies used in western blot specifically detect APOE.
  • May combine two claims.

    Findingown data

    APOE expression was upregulated in endothelial, pericytic, and astrocytic nuclei in DSAD compared to EOAD, and in a second subtype of astrocytes in DSAD compared to HA.

    “This analysis identified that APOE expression was upregulated in endothelial (CD34 expressing, Fig. 2j), pericytic (PDGFRB expressing, Fig. 2f), and astrocytic (AQP4, ALDH1L or GFAP expressing, Fig. 2h) nuclei in DSAD compared to EOAD, and in a second subtype of astrocytes in DSAD compared to HA (Fig. 2n).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Although CCT8 and USP16 were not observed to have changed abundance at the protein level, expressions of these Hsa21 genes were elevated in several cell types in DSAD cases.

    “Although CCT8 and USP16 were not observed to have changed abundance at the protein level (Supplementary Information 1), expressions of these Hsa21 genes were elevated in several cell types in the cases of DSAD”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    5 proteins were commonly upregulated, and 13 proteins were commonly downregulated, in DSAD compared with HA, and EOAD compared with HA.

    “Our analysis found 5 proteins that were commonly upregulated, and 13 proteins that were commonly downregulated, in DSAD compared with HA, and EOAD compared with HA”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    RIN was also affected by Braak and Braak NFT stage [univariate ANOVA, F(1,35) = 5.453, p = 0.025].

    “RIN was also affected by Braak and Braak NFT stage [univariate ANOVA, F(1,35) = 5.453, p = 0.025].”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    CSTB was found to have elevated expression in subtypes of astrocytes, and PDKX was raised in a broad range of cell types.

    “Of the Hsa21 proteins we identified to have increased abundance in our proteomic study, CSTB was found to have elevated expression in subtypes of astrocytes, and PDKX was raised in a broad range of cell types (Fig. 2m, n).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Three cases had significantly lower total protein abundance than other cases, resulting in three technical outliers (ROUT Q=1%), two in DSAD and one in HA, with higher abundances.

    “For western blots carried out on the discovery and validation A cohorts of HA, DSAD, and EOAD samples, three cases had significantly lower total protein abundance than other cases. This resulted in three technical outliers (as measured by the ROUT method Q = 1%) for these western blots, two in the DSAD group, and one in the HA group, with higher abundances than other samples.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Considerable overlap in altered pathways was observed between DSAD vs HA and EOAD vs HA, including upregulation of neutrophil degranulation and mitochondrial dysfunction, and downregulation of oxidative phosphorylation.

    “Considerable overlap in the pathways altered was observed when comparing DSAD with HA, and EOAD with HA, including upregulation of both neutrophil degranulation and mitochondrial dysfunction, and a downregulation of oxidative phosphorylation (Supplementary Fig. 1).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Differential transcript expression identified increased transcriptomic variability in astrocytic and excitatory neuron clusters of DSAD compared to EOAD and HA groups, with fewer but significant changes in microglia, isolated oligodendrocytes, and OPCs clusters.

    “Differential transcript expression identified increased transcriptomic variability in the astrocytic and excitatory neuron clusters of DSAD when compared to EOAD and HA groups, with fewer but significant changes in transcript expression seen in microglia, isolated oligodendrocytes, and OPCs clusters (Fig. 2l).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    When outliers removed, a significant effect of case type on APOE abundance (Sigma) remained, with APOE higher in DSAD than EOAD, and lower in EOAD than HA.

    “We also continue to see a significant effect of case type on APOE abundance (Sigma) [Univariate ANOVA, F(2, 43) = 15.386, p < 0.001] with APOE being significantly higher in DSAD than EOAD (post hoc correction with Bonferroni, p < 0.001), and APOE being significantly lower in EOAD than HA (post hoc correction with Bonferroni, p = 0.011).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The anti-APOE antibodies used in western blot specifically detect APOE.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    APOE abundance in the partial trisomy case without the APP gene region was comparable to DS and DSAD.

    “As only one case of partial trisomy 21 was included, conclusions on APOE abundance in this individual cannot be made; however, APOE abundance in this sample was comparable to DS and DSAD (Supplementary Fig. 8).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In the frontal cortex of DSAD and EOAD cases, the abundances of full-length APP, APP-CTF-α, and APP-CTF-β each positively correlated with APOE abundance.

    “We found that the abundance of full-length APP, APP-CTF-α, and APP-CTF-β, positively correlated with the abundance of APOE in the frontal cortex in cases of DSAD and EOAD (Fig. 4h–j).”
    • Also stated in: § APOE abundance correlates with the abundance of APP, APP-CTFs, and amyloid-β, in the frontal cortex of DSAD and EOAD cases · plain
      “We also found these positive correlations with APOE (Sigma) by western blot (Supplementary Table 4).”
    • Also stated in: § Conclusion · plain
      “Moreover, we observe a correlation between APP gene products and APOE in DSAD and EOAD.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Full-length APP is processed in the brain into APP-CTF-α, APP-CTF-β, amyloid-β40, and amyloid-β42, which accumulate in plaques in AD and DSAD.
  • May combine two claims.

    Findingown data

    The EOAD cases studied here have unchanged APP and amyloid-β40 abundance, but elevated amyloid-β42 abundance compared to HA controls.

    “Whereas our data indicate that the EOAD cases studied here have unchanged APP and amyloid-β40 abundance, but elevated amyloid-β42 abundance compared to HA controls.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In western blots on validation cohort B, the Calbiochem antibody showed no difference between DS and LOAD samples, but the Sigma antibody showed that DS cases have a significantly higher abundance of APOE than LOAD.

    “In our western blots on validation cohort B, we see varying results between these antibodies, with the Calbiochem antibody showing no difference between DS and LOAD samples, but the Sigma antibody showing that DS cases have a significantly higher abundance of APOE than LOAD.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    Trisomy 21 alters both the transcriptome and proteome of people with DS in the context of AD.

    “Overall, these data highlight that trisomy 21 alters both the transcriptome and proteome of people with DS in the context of AD”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisereasoning

    DSAD shares many features of AD in the general population, but the additional copy of Hsa21 alters cellular and molecular processes, resulting in differences in some aspects of the disease.

    “DSAD shares many features of AD in the general population, but the additional copy of Hsa21 alters cellular and molecular processes, resulting in differences in some aspects of the disease.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    In these groups, only one APOE ε2ε2, one ε2ε3, and two ε2ε4 cases were included, and the study was underpowered to assess the effects of these genotypes on APOE abundance.

    “In these groups, only one APOE ε2ε2, one APOE ε2ε3, and two APOE ε2ε4 cases were included, and so, we were underpowered to assess the effects of these genotypes on APOE abundance (Fig. 3l, m).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Age at death was significantly higher in HA cases compared to both DSAD and EOAD groups in validation cohort A.

    “Age at death was significantly higher in HA cases compared to both DSAD and EOAD groups.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductnone given

    When ANOVA was used for analysis, sex and case type (HA, EOAD, or DSAD) were used as variables, and age at death and post-mortem interval as covariates.

    “When ANOVA was used for analysis, sex and case type (HA, EOAD, or DSAD) were used as variables, and age at death and post-mortem interval (PMI) as covariates.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Sample loading order was randomised for western blot.

    “Sample loading order was randomised.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Individual post-mortem brain donor was used as the unit of replication.

    “Individual post-mortem brain donor was used as the unit of replication.”
    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

    Post-mortem interval was significantly different in validation cohort B between DS cases compared to either DSAD or LOAD cases, and YC cases compared to either DSAD or LOAD.

    “A significant difference in PMI [Univariate ANOVA, F(3,28) = 16.683, p < 0.001] was identified between DS cases compared to either DSAD or LOAD cases (Bonferroni correction p < 0.001), and YC cases compared to either DSAD or LOAD (Bonferroni corrections p = 0.003)”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    To control for multiple comparisons, post hoc pairwise comparisons with Bonferroni correction (for three comparisons) were made for all proteins with a main effect of case type.

    “To control for multiple comparisons, post hoc pairwise comparisons with Bonferroni correction (for three comparisons) were made for all proteins with a main effect of case type.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The validation cohort A group size (ten cases per group) was determined by power calculation from experimentally observed effect size and standard deviation for raised APOE abundance observed by mass spectrometry in the discovery cohort (power 80%, α = 0.05).

    “This group size was determined by power calculation from experimentally observed effect size and standard deviation for raised APOE abundance observed by mass spectrometry in the discovery cohort (power 80%, α = 0.05).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    No significant difference in post-mortem interval was found between case types in validation cohort A.

    “No significant difference in PMI [Univariate ANOVA, F(2,27) = 0.008, p = 0.992] was found between case types”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Samples were selected with advice from each brain bank on sample availability for matching age at death, sex, Braak and Braak stage, and APOE genotype across case types.

    “Samples were selected with advice from each brain bank on sample availability for matching age at death, sex, Braak and Braak stage, and APOE genotype across case types.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    No significant difference in age at death or post-mortem interval was found between the three case types in the discovery cohort.

    “No significant difference in age at death [Univariate ANOVA, F(2,13) = 2.640, p = 0.109] or PMI [Univariate ANOVA, F(2,13) = 0.698, p = 0.515] was found between case types”
    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

    Less than 5000 nuclei were obtained from four cases (two DSAD, two EOAD), but these cases were included to maintain a balanced sample size.

    “Less than 5000 nuclei were obtained from four cases; two DSAD cases (DSAD6, DSAD8) and two EOAD cases (EOAD2, EOAD3), but we have included these cases in our analysis to maintain a balanced sample size (Fig. 2b, Supplementary Information 2).”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    All cases were matched as far as possible for age at death, sex, Braak and Braak stage, and APOE genotype.

    “All cases were matched as far as possible for age at death, sex, Braak and Braak stage, and APOE genotype.”
    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

    Unique identification numbers were assigned to all samples to ensure the study remained blind and for technical randomisation during data acquisition and analysis.

    “Unique identification numbers were assigned to all samples to ensure the study remained blind and for technical randomisation during data acquisition and analysis.”
    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 conductnone given

    Case EOAD4 was excluded from discovery analysis due to poor chromatographic separation of peptides; however, it was included in all subsequent studies.

    “Case EOAD4 was excluded from discovery analysis due to poor chromatographic separation of peptides; however, it was included in all subsequent studies.”
    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

    For multiple cell types, less than 10 nuclei were recovered from some cases; thus, any identified differential expression should be treated as preliminary and requires independent validation.

    “We noted that for multiple cell types, less than 10 nuclei were recovered from some cases; thus, any identified differential expression should be treated as preliminary and requires independent validation (Fig. 2a, b, Supplementary Information 2).”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductnone given

    All samples were normalised against the average HA or YC control value within a blot, and a minimum of two technical replicates per sample were averaged.

    “All samples were normalised against the average HA or YC control value within a blot. A minimum of two technical replicates per sample were then averaged.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Linearity of signal was experimentally determined for western blot.

    “Linearity of signal was experimentally determined.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Group sizes for the DSAD and LOAD groups in validation cohort B were determined by power calculation from experimentally observed effect size and standard deviation for raised APOE abundance by western blot in validation cohort A (power 80%, α = 0.05).

    “Group sizes for the DSAD and LOAD groups were determined by power calculation from experimentally observed effect size and standard deviation for raised APOE abundance by western blot in validation cohort A (power 80%, α = 0.05).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Analysis including APOE genotype as a variable for APOE abundance by western blot and mass spectrometry was exploratory because of a low number of cases, particularly of APOE ɛ2ɛ3 and ɛ2ɛ4 alleles.

    “We also repeated our analysis including APOE genotype as a variable for the analysis of APOE abundance by western blot and mass spectrometry, but note that this is exploratory as we had a low number of cases, particularly of APOE ɛ2ɛ3 and ɛ2ɛ4 alleles, in this case series.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    Overall, trisomy of chromosome 21 may alter the biology of a subtype of astrocytes in the context of AD pathology, and both AD pathology and trisomy of chromosome 21 may affect the biology of endothelial cells.

    “Overall, this analysis indicates that trisomy of chromosome 21 may alter the biology of a subtype of astrocytes in the context of AD pathology, and both AD pathology and trisomy of chromosome 21 may affect the biology of endothelial cells.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Upregulation of LRP1, ATOX1, and EIF4E is likely driven by trisomy 21.

    “indicating that their upregulation is likely to be driven by trisomy 21.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    RNA integrity was not found to correlate with the number of nuclei recovered (Pearson's R = 0.2255 p = 0.4382).

    “RNA integrity was not found to correlate with the number of nuclei recovered (Pearson’s R = 0.2255 p = 0.4382) (Supplementary Table 2).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    Age at death was significantly different between the groups in validation cohort B, with YC and DS groups being significantly younger than both DSAD and LOAD groups, and DSAD also being significantly younger than LOAD.

    “Age at death was significantly different between the groups, with YC and DS groups being significantly younger than both DSAD and LOAD groups, and DSAD also being significantly younger than LOAD (Table 3).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    A few Hsa21 genes have significantly altered expression between EOAD and HA in both the proteomic and transcriptomic datasets, showing the specific effect of three copies of Hsa21 on the expression of genes on this chromosome.

    “A few Hsa21 genes have significantly altered expression between EOAD and HA in both the proteomic and transcriptomic datasets, showing the specific effect of three copies of Hsa21 on the expression of genes on this chromosome (Supplementary Fig. 3, Table 4).”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    EOAD cases of unknown genetic cause were chosen to match age at death of individuals with DSAD, to remove age discrepancy as a confounding factor when comparing the AD-associated proteome or transcriptome.

    “EOAD cases of unknown genetic cause were chosen to match age at death of individuals with DSAD, to remove age discrepancy as a confounding factor when comparing the AD-associated proteome or transcriptome.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    In western blot validation cohort B, only DSAD and LOAD cases were included in APOE genotype analysis because APOE genotype data were not available for YC or DS cases.

    “In our western blot study of validation cohort B, we did not have APOE genotype data on YC or DS cases, and so, only DSAD and LOAD cases were included in the analysis.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    Other genes on Hsa21 may also contribute to altered APOE abundance in addition to the correlative relationship between APP and APOE.

    “Thus, in addition to the correlative relationship between APP and APOE we observe in our dataset, other genes on Hsa21 may also contribute to altered APOE abundance.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    The study design allowed identification of unique trisomy 21-driven changes, including the upregulation of APOE in the brains of people with DSAD compared with euploid individuals with EOAD or LOAD.

    “Our study design allowed us to identify unique trisomy 21-driven changes, including the upregulation of APOE in the brains of people with DSAD compared with euploid individuals with EOAD or LOAD.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Differences in the abundance of a subset of proteins occur in DSAD compared with EOAD in the general population, but common pathways are disrupted in both forms of disease.

    “Together, our data indicate that differences in the abundance of a subset of proteins occur in DSAD compared with EOAD in the general population, but that common pathways are disrupted in both forms of disease.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductreasoning

    In the tissues studied, substantial changes will have occurred, including changes to the abundance of cell types particularly as a result of neuronal loss, which may confound the bulk analysis of protein abundance.

    “In these tissues, substantial changes will have occurred, including changes to the abundance of cell types particularly as a result of neuronal loss. This may confound the bulk analysis of protein abundance presented here.”
    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

    All cases were end-stage AD, so a possible role of elevated APOE earlier in AD development cannot be ruled out.

    “but note that all our cases were end-stage AD, so a possible role of elevated APOE earlier in the AD development cannot be ruled out.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    LOAD cases were not included in the omics experiments or initial validation studies, so comparisons between EOAD and LOAD were not possible.

    “However, as LOAD cases were not included in our omics experiments or our initial validation studies, we were not able to make comparisons between EOAD and LOAD.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationown data

    The data provide new insight into DSAD biology and expose some differences from AD in the general population.

    “Our data provide new insight into DSAD biology and expose some differences from AD in the general population.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    High numbers of nuclei were not recovered for all cell types for all cases, which may bias the observed differentially expressed genes.

    “In addition, we did not recover high numbers of nuclei for all cell types for all cases, which may bias the observed differentially expressed genes.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductreasoning

    In the proteomic dataset, Bonferroni corrected pairwise comparisons were used for proteins with a main effect of case type in ANOVA, rather than FDR q value, which elevates the risk of type I error compared with a more conservative FDR analytical approach.

    “In our proteomic dataset, to minimise our risk of type II error, we use Bonferroni corrected pairwise comparisons for proteins observed to have a main effect of case type in our ANOVA, rather than the False Discovery Rate (FDR) q value. This approach elevates the risk of type I error in our proteomic study compared with a more conservative FDR analytical approach.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    The proteomic method identified 2855 proteins, including 23 encoded by Hsa21, representing only around 10-15% of the human proteome, and thus many differences in protein abundance are likely not observed within this dataset.

    “The proteomic method used here identified 2855 proteins, including 23 encoded by Hsa21, representing only around 10–15% of the human proteome, and thus, because of this technical limitation, many differences in protein abundance are likely to not be observed within this dataset.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    The changes in DSAD include not only upregulation of transcripts and proteins encoded on Hsa21, such as APP/APP, but also wider dysregulation of the transcriptome and proteome beyond Hsa21, as exemplified by increased APOE/APOE abundance.

    “These changes include not only the upregulation of transcripts and proteins encoded on Hsa21, such as APP/APP, but a wider dysregulation of the transcriptome and proteome beyond Hsa21, as exemplified by the increase in APOE/APOE abundance in DSAD.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Neuropathological evidence indicates that APOEε4 results in higher amyloid-β deposition in people with DSAD.

    “Neuropathological evidence indicates that APOEε4 results in higher amyloid-β deposition in people with DSAD [31].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [31] Hyman BT, West HL, Rebeck GW, Buldyrev SV, Mantegna RN, Ukleja M et al (1995) Quantitative analysis of senile plaques in Alzheimer disease: observation of log-normal size distribution and molecular epidemiology of differences associated with apolipoprotein E genotype and trisomy 21 (Down syndrome). Proc Natl Acad Sci U S A 92:3586–3590. https://doi.org/10.1073/pnas.92.8.3586 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    The snRNAseq transcriptomic study analysed the transcriptome of 89,649 nuclei from 16 cases, but nuclei recovery was less than 5000 for two of the four cases of EOAD, and two of the eight cases of DSAD.

    “Our snRNAseq transcriptomic study analysed the transcriptome of 89,649 nuclei from 16 cases, but nuclei recovery was less than 5000 for two of the four cases of EOAD, and two of the eight cases of DSAD in our dataset.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductown data

    The study size is small, and a larger study of further cases with greater representation of ε2 and ε4 APOE alleles is required to verify the finding of no relationship between APOE genotype and APOE abundance.

    “However, our study size is small and a larger study of further cases with greater representation of ε2 and ε4 APOE alleles is required to verify this finding.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductreasoning

    Validation cohort B has a relatively small sample size in the YC and DS groups, which may contribute to the difference between antibodies.

    “Validation cohort B has a relatively small sample size in the YC and DS groups, which may contribute to this difference and further data are required to determine if APOE abundance differs between case types.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationreasoning

    The increased amyloid-β40 in DSAD is likely caused by increased production of this fragment due to trisomy 21.

    “likely caused by the increased production of this fragment due to trisomy 21.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Full-length APP is processed in the brain into APP-CTF-α, APP-CTF-β, amyloid-β40, and amyloid-β42, which accumulate in plaques in AD and DSAD.
  • Classified as probably not a substantial claim.

    Study design and conductown data

    Two independent APOE antibodies were used to validate the finding of increased APOE abundance in DSAD.

    “In this study, we used two independent APOE antibodies to validate our finding of increased APOE abundance in DSAD.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductreasoning

    Changes that occur during the earliest phases of disease will not be observed in the study, and thus the correlative relationships observed may not reflect all mechanisms important to disease development.

    “Moreover, changes that occur during the earliest phases of disease will not be observed in our study, and thus, the correlative relationships we observe here may not reflect all mechanisms important to disease development.”
    Quote in the paperNot a substantial claim
99 of 99
  • The paper relies on this without support.

    The brain proteome of people with DSAD has not previously been studied alongside the transcriptome.

    “Whether the brain proteome of people with DSAD is also altered alongside the transcriptome has not yet been studied.”
  • The paper relies on this without support.

    Trisomy 21 results in an imbalance of Hsa21 gene products, leading to a modification of cell state and function.

    “These differences in AD development occur, because trisomy 21 results in an imbalance of Hsa21 gene products, leading to a modification of cell state”
  • The paper relies on this without support.

    The EOAD cases of unknown genetic cause are representative of early onset AD in the general population.

    “It is not known if there is a genetic cause of AD in these individuals as sequencing has not been carried out to detect mutations in APP, PSEN1, or PSEN2.”
  • The paper relies on this without support.

    The anti-APOE antibodies used in western blot specifically detect APOE.

    “by western blot using two different anti-APOE antibodies which bind to epitopes in different parts of the APOE protein sequence (Polyclonal Goat, Calbiochem, 178479; Polyclonal Rabbit anti-APOE, C-terminus epitope, Sigma, SAB2701946).”
  • The paper relies on this without support.

    Very limited data show that APOE has a different abundance in DSAD.

    “Moreover, very limited data show that this protein has a different abundance in DSAD.”
  • The paper relies on this without support.

    Full-length APP is processed in the brain into APP-CTF-α, APP-CTF-β, amyloid-β40, and amyloid-β42, which accumulate in plaques in AD and DSAD.

    “Full-length APP is processed into several fragments within the brain, including C-terminal fragments α (APP-CTF-α) and β (APP-CTF-β), amyloid-β40 and amyloid-β42 which accumulate in plaques in AD and DSAD.”
  • The paper relies on this without support.

    DSAD is the result of the overproduction of APP and resultant increased abundance of amyloid-β40 and amyloid-β42.

    “DSAD is the result of the overproduction of APP and resultant increased abundance of amyloid-β40 and amyloid-β42.”
7 of 7

Statistics that don’t add up

Each reported p-value recomputed from its test statistic and degrees of freedom.

  • Inconsistent p-value: F(2,38) = 11.322, p < .0001

    Minor

    The paper reports p < .0001 here; recomputing from the test statistic and its degrees of freedom gives p < .001. The check cannot tell whether the statistic or the p-value is the misprint.

    Reported p < .0001 · recomputed p < .001

1 of 1

Statistics recomputed

Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.

  • Doesn’t add upF(2, 38) = 11.322reported p < .0001 · recomputed p < .001

    “F(2,38) = 11.322, p < .0001”

  • ConsistentF(2, 13) = 2.64reported p = .109 · recomputed p = .109

    “F(2,13) = 2.640, p = .109”

  • ConsistentF(2, 13) = 0.698reported p = .515 · recomputed p = .515

    “F(2,13) = 0.698, p = .515”

  • ConsistentF(2, 27) = 4.848reported p = .016 · recomputed p = .016

    “F(2,27) = 4.848, p = .016”

  • ConsistentF(2, 27) = 0.008reported p = .992 · recomputed p = .992

    “F(2,27) = 0.008, p = .992”

  • ConsistentF(3, 28) = 82.657reported p < .001 · recomputed p < .001

    “F(3,28) = 82.657, p < .001”

  • ConsistentF(3, 28) = 16.683reported p < .001 · recomputed p < .001

    “F(3,28) = 16.683, p < .001”

  • ConsistentF(2, 35) = 8.967reported p < .001 · recomputed p < .001

    “F(2,35) = 8.967, p < .001”

  • ConsistentF(1, 35) = 5.453reported p = .025 · recomputed p = .025

    “F(1,35) = 5.453, p = .025”

  • ConsistentF(2, 43) = 4.381reported p = .019 · recomputed p = .019

    “F(2,43) = 4.381, p = .019”

  • ConsistentF(2, 43) = 4.696reported p = .014 · recomputed p = .014

    “F(2,43) = 4.696, p = .014”

  • ConsistentF(3, 28) = 5.541reported p = .004 · recomputed p = .004

    “F(3,28) = 5.541, p = .004”

  • ConsistentF(3, 28) = 6.099reported p = .003 · recomputed p = .003

    “F(3,28) = 6.099, p = .003”

  • ConsistentF(1, 22) = 6.169reported p = .021 · recomputed p = .021

    “F(1,22) = 6.169, p = .021”

  • ConsistentF(2, 38) = 5.373reported p = .009 · recomputed p = .009

    “F(2,38) = 5.373, p = .009”

  • ConsistentF(3, 42) = 0.333reported p = .802 · recomputed p = .802

    “F(3,42) = 0.333, p = .802”

  • ConsistentF(3, 42) = 0.624reported p = .604 · recomputed p = .603

    “F(3,42) = 0.624, p = .604”

  • ConsistentF(5, 26) = 1.142reported p = .364 · recomputed p = .364

    “F(5,26) = 1.142, p = .364”

  • ConsistentF(5, 26) = 1.488reported p = .228 · recomputed p = .228

    “F(5,26) = 1.488, p = .228”

  • ConsistentF(2, 12) = 0.055reported p = .947 · recomputed p = .947

    “F(2,12) = 0.055, p = .947”

  • ConsistentF(2, 40) = 5.005reported p = .011 · recomputed p = .011

    “F(2,40) = 5.005, p = .011”

  • ConsistentF(2, 21) = 4.992reported p = .017 · recomputed p = .017

    “F(2,21) = 4.992, p = .017”

  • ConsistentF(2, 43) = 15.386reported p < .001 · recomputed p < .001

    “F(2, 43) = 15.386, p < .001”

  • ConsistentF(1, 21) = 4.708reported p = .042 · recomputed p = .042

    “F(1,21) = 4.708, p = .042”

  • ConsistentF(1, 5) = 12.41reported p = .0169 · recomputed p = .017

    “F(1,5) = 12.41, p = .0169”

  • ConsistentF(1, 5) = 8.077reported p = .0362 · recomputed p = .036

    “F(1,5) = 8.077, p = .0362”

  • ConsistentF(2, 38) = 2.188reported p = .126 · recomputed p = .126

    “F(2,38) = 2.188, p = .126”

  • ConsistentF(1, 41) = 14.21reported p = .0005 · recomputed p < .001

    “F(1,41) = 14.21, p = .0005”

  • ConsistentF(2, 38) = 7.155reported p = .002 · recomputed p = .002

    “F(2,38) = 7.155, p = .002”

  • ConsistentF(2, 38) = 7.025reported p = .003 · recomputed p = .003

    “F(2,38) = 7.025, p = .003”

  • ConsistentF(2, 38) = 5.493reported p = .008 · recomputed p = .008

    “F(2,38) = 5.493, p = .008”

  • ConsistentF(1, 41) = 12.32reported p = .0011 · recomputed p = .001

    “F(1,41) = 12.32, p = .0011”

  • ConsistentF(1, 41) = 6.482reported p = .0148 · recomputed p = .015

    “F(1,41) = 6.482, p = .0148”

  • ConsistentF(1, 41) = 5.388reported p = .0253 · recomputed p = .025

    “F(1,41) = 5.388, p = .0253”

  • ConsistentF(1, 30) = 1.347reported p = .2549 · recomputed p = .255

    “F(1,30) = 1.347, p = .2549”

  • ConsistentF(2, 38) = 41.312reported p < .0001 · recomputed p < .001

    “F(2,38) = 41.312, p < .0001”

  • ConsistentF(2, 38) = 45.256reported p < .0001 · recomputed p < .001

    “F(2,38) = 45.256, p < .0001”

  • ConsistentF(2, 38) = 7.215reported p = .002 · recomputed p = .002

    “F(2,38) = 7.215, p = .002”

  • ConsistentF(2, 38) = 5.96reported p = .006 · recomputed p = .006

    “F(2,38) = 5.960, p = .006”

  • ConsistentF(2, 29) = 3.339reported p = .05 · recomputed p = .050

    “F(2,29) = 3.339, p = .050”

  • ConsistentF(1, 41) = 6.359reported p = .0157 · recomputed p = .016

    “F(1,41) = 6.359, p = .0157”

  • ConsistentF(1, 41) = 8.205reported p = .0066 · recomputed p = .007

    “F(1,41) = 8.205, p = .0066”

  • ConsistentF(1, 32) = 7.307reported p = .0109 · recomputed p = .011

    “F(1,32) = 7.307, p = .0109”

  • ConsistentF(2, 38) = 0.867reported p = .428 · recomputed p = .428

    “F(2,38) = 0.867, p = .428”

  • ConsistentF(1, 41) = 4.48reported p = .0404 · recomputed p = .040

    “F(1,41) = 4.480, p = .0404”

  • ConsistentF(2, 38) = 1.741reported p = .189 · recomputed p = .189

    “F(2,38) = 1.741, p = .189”

  • ConsistentF(1, 41) = 0.0384reported p = .8455 · recomputed p = .846

    “F(1,41) = 0.03844, p = .8455”

47 of 47

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.

  • Mass-spectrometry discovery cohort counts exceed the cohort

    Minor

    The discovery cohort contained 8 DSAD and 4 EOAD cases, and EOAD4 was excluded from the mass-spectrometry analysis. The figure instead reports 10 DSAD and 4 EOAD cases for mass spectrometry.

  • Genotype analysis reports more residual degrees of freedom than eligible cases

    Minor

    The paper says only the 10 DSAD and 10 LOAD cases in validation cohort B were included in the APOE-genotype analysis. An ANOVA on at most 20 cases cannot have 26 residual degrees of freedom.

  • Sigma APOE antibody has conflicting catalogue numbers

    Minor

    The western-blot methods give one catalogue number for the Sigma APOE antibody, while the results identify the Sigma antibody used for validation with another.

3 of 3

Cites

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Cited by

Sorted by citations

Authors
Farrell, C., Buhidma, Y., Mumford, P., Heywood, W. E., Hällqvist, J., Flores-Aguilar, L., Andrews, E. J., Rahimzadah, N., Taso, O. S., Doran, E., Swarup, V., Head, E., Lashley, T., Mills, K., Toomey, C. E., & Wiseman, F. K.
Affiliations
  • UK Dementia Research Institute (GB)
  • UCL Queen Square Institute of Neurology (GB)
  • University College London (GB)
  • University of California, Irvine (US)
  • The Francis Crick Institute (GB)
Corresponding author
  • Toomey, Christina E.
  • Wiseman, Frances K.
Venue
Acta Neuropathologica
Published
2025-05-19
Volume
149
Issue
1
Pages
49-49
ISSN
  • 0001-6322 (ISSN-L)
  • 1432-0533
OpenAlex
W4410504586
Cited by
9
References
78
Citations by year
2026: 6 · 2025: 3
FWCI
4.78
Type
journal article
Language
en
Open access
Locations
  • Acta Neuropathologica (publishedVersion, cc-by)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by)
  • PubMed (publishedVersion)
  • PubMed Central (submittedVersion, cc-by)
  • UCL Discovery (University College London) (submittedVersion)
Funders
  • Alzheimer's Society (AS-PhD-19a-007)
  • UK Dementia Research Institute (UKDRI-1211, UKDRI-1014)
  • National Institute on Aging (U19AG068054)
  • Alzheimer’s Association (23AARFD-1022715)
  • Fondation Jérôme Lejeune (JLF-5694682)
  • Alzheimer’s Research UK (ARUK-SRF2018A-001)
  • Rosetrees Trust (MB2020\100003)
Topics
  • Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Down syndrome and intellectual disability research
  • Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
Keywords
Down syndrome, Alzheimer's disease, apolipoprotein E, single-nucleus RNA sequencing, astrocytes, endothelial cells, pericytes, early-onset Alzheimer's disease, dementia risk, brain transcriptome

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 2026-10-27.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-27.

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 ›

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