Cited by 12Down syndrome and intellectual disability researchGenetics and Neurodevelopmental DisordersAutism Spectrum Disorder Research

Molecular and cellular processes disrupted in the early postnatal Down syndrome prefrontal cortex

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Risgaard, Ryan D., Hanthanan Arachchilage, Kalpana, Knaack, Sara A., Hosseini, Masoumeh, Chen, Rachel J., Kumarage, Pubudu, Schmidt, Danielle K., Huang, Xiang +8 more·2026·Science

Abstract

Down syndrome is a genetic condition that causes intellectual disability and is characterized by early-onset delays in motor, cognitive, and language development. The molecular mechanisms underlying these neurodevelopmental impairments remain poorly understood. We used single-nucleus multiomic sequencing to simultaneously profile gene expression and chromatin accessibility in the Down syndrome prefrontal cortex during early postnatal development, a critical period for synaptogenesis, neural maturation, and developmental neuroimmune interactions. Our findings reveal widespread dysregulation of chromatin accessibility and gene expression, with deficits spanning metabolic and synaptic pathways, oligodendrocyte lineage progression, and a pronounced neuroinflammatory signature. We present a molecular atlas of Down syndrome neuropathology at a critical stage of brain development, highlighting convergent neurodevelopmental and neurodegenerative pathways and informing potential targeted therapies for Down syndrome–associated neuroinflammation.

Verified 2026-10-27 · 1 reference not checked yet

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Written from the paper’s full text.

TL;DR

Single-nucleus multiomic profiling of the early postnatal Down syndrome dorsolateral prefrontal cortex reveals widespread chromatin accessibility and gene-expression dysregulation across cell types, including synaptic and metabolic deficits, impaired oligodendrocyte maturation, astrocyte reactivity, and microglial neuroinflammation. The study identifies molecular signatures of incipient neurodegeneration already present in the first postnatal years and nominates inflammatory and glial pathways as potential therapeutic targets.

Key findings

  • In postmortem dlPFC from 5 individuals with trisomy 21 (Ts21) and 5 age- and sex-matched controls (0–3 years), 220,956 nuclei were retained for snRNA-seq and 124,105 for snATAC-seq. Ts21 showed a striking ~50-fold asymmetry of differentially accessible regions favoring increased accessibility, predominantly at promoters, with decreased accessibility mainly distal intergenic; Chr21 and Chr19 showed pronounced increases, whereas Chr18 was relatively stable.
  • Cell-composition analysis found a significant increase in upper-layer excitatory neurons (ExN L2-3 IT) in Ts21 (FDR < 0.05), while the ExN:InN ratio (2.17:1) and MGE:CGE interneuron ratio (1.4:1) were conserved. Ts21 subclasses showed elevated transcriptomic heterogeneity in 14/19 subclasses, and only 4/121 shared upregulated genes mapped to chromosome 21.
  • Synaptic and metabolic disruption was prominent: Ts21-downregulated genes converged on postsynaptic density membrane components, with 65.5% of downregulated synaptic genes shared between excitatory and inhibitory neurons. In L2-3 IT neurons, chromosome 21 genes were minimally represented in key dysregulated pathways (metabolism 0.79%, translation 0.88%, immune response 3.7%, synaptic function 0%).
  • Glial and neuroimmune alterations included impaired oligodendrocyte lineage progression (increased pseudotime in Ts21 OPCs and oligodendrocytes, p < 0.0001; downregulated myelin and cholesterol/glycolipid genes), astrocyte reactivity (51.8% of Ts21 astrocytes vs 0.5% of controls; increased HSPB1 protein, p < 0.05), and microglial activation (all analyzed Ts21 microglia showed activated features; increased HLA-DRB1+/AIF1+ microglia, p < 0.0001). A broad interferon response was seen across all cell classes, and molecular signatures corresponding to six of eight neurodegeneration hallmarks were identified in the early postnatal Ts21 PFC.

Methods

  • Design: single-nucleus multiome (snRNA-seq + snATAC-seq) of postmortem dorsolateral prefrontal cortex (Brodmann areas 9 and 46) from 5 Ts21 and 5 age- and sex-matched control donors during early postnatal development (0–3 years).
  • Main analyses: nuclei were processed with genotype-specific QC, Harmony batch correction, hierarchical clustering, and annotation; differential expression used NEBULA, differential accessibility used Signac logistic regression, cell composition used scCODA, cell-cell communication used CellChat, co-expression networks used hdWGCNA, and multiomic gene regulatory networks used SCENIC+.
  • Validation: findings were corroborated with droplet digital PCR, immunoblotting, immunohistochemistry/confocal microscopy, in situ hybridization, and multiplexed immunoassays in independent or expanded samples.

Limitations

  • The paper states no formal limitations section. It does note that control reactive astrocytes were likely related to postmortem interval, with hypoxia-dependent gene expression and TP53-dependent apoptotic pathway activation.
  • Evident from the text: the primary cohort is small (5 Ts21 and 5 control donors), cross-sectional, and based on postmortem tissue, limiting causal inference and generalization.
  • Evident from the text: the study is primarily correlative multiomic profiling; although ddPCR, immunoblotting, and histology validate selected findings, no functional perturbation experiments establish causality for the identified regulatory or signaling changes.

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Integrity signals

Registry

Crossref · 10.1126/science.aea1549

Cites

123 of 125 references verified1 citation errors · 0 not checkable

Statistics

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Claims the paper makes

50 of 60 cited sources checked · 27 supported · 1 flagged · accuracy not yet measured

  • Premisecitation
    § Introduction

    The early onset of these deficits implicates disruptions in fundamental neurodevelopmental processes during prenatal and early postnatal corticogenesis.

    “The early onset of these deficits implicates disruptions in fundamental neurodevelopmental processes during prenatal and early postnatal corticogenesis (6).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [6] 6. Russo ML, Sousa AMM, Bhattacharyya A, Consequences of trisomy 21 for brain development in Down syndrome. Nat Rev Neurosci 25, 740-755 (2024). [PubMed: 39379691] source
  • Premisecitation
    § Introduction

    Stem cell models have faced inherent constraints in recapitulating in vivo cellular diversity and the organization of neuronal-glial interactions.

    “Despite advances in modeling Ts21, murine systems have limited translational relevance to human-specific aspects of neurodevelopment and cortical circuitry (7), whereas stem cell models have faced inherent constraints in recapitulating in vivo cellular diversity and the organization of neuronal-glial interactions (8, 9).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [8] 8. Saha K, Jaenisch R, Technical challenges in using human induced pluripotent stem cells to model disease. Cell Stem Cell 5, 584-595 (2009). [PubMed: 19951687] source
    • cites [9] 9. Qian X, Song H, Ming G, Brain organoids: advances, applications and challenges. Development 146, dev166074 (2019). [PubMed: 30992274] source
  • Premisecitation
    § Introduction

    Murine systems have limited translational relevance to human-specific aspects of neurodevelopment and cortical circuitry.

    “Despite advances in modeling Ts21, murine systems have limited translational relevance to human-specific aspects of neurodevelopment and cortical circuitry (7), whereas stem cell models have faced inherent constraints in recapitulating in vivo cellular diversity and the organization of neuronal-glial interactions (8, 9).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [7] 7. Zhao X, Bhattacharyya A, Human Models Are Needed for Studying Human Neurodevelopmental Disorders. Am J Hum Genet 103, 829-857 (2018). [PubMed: 30526865] source
  • Premisecitation
    § RESULTS

    Increased heterogeneity in Ts21 parallels observations in Alzheimer's disease, where transcriptomic variability scores correlate with clinical severity and neurofibrillary tangle burden.

    “This increased heterogeneity in Ts21 parallels observations in Alzheimer's disease (AD), where transcriptomic variability scores correlate with clinical severity and neurofibrillary tangle burden (16).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [16] 16. Dong Z, Yan Q, Wang X, The Variation of Transcriptomic Perturbations is Associated with the Development and Progression of Various Diseases. Dis Markers 2022, 2148627 (2022). [PubMed: 36204511] source
  • Findingown data
    § Cell-type-specific regulatory deficits in Ts21 oligodendrocyte maturation and myelination

    Components of the myelin sheath exhibited pronounced molecular dysregulation in Ts21 oligodendrocytes.

    “Components of the myelin sheath (52) exhibited pronounced molecular dysregulation in Ts21 oligodendrocytes (fig. S12B).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [52] 52. Poitelon Y, Kopec AM, Belin S, Myelin Fat Facts: An Overview of Lipids and Fatty Acid Metabolism. Cells 9, 812 (2020). [PubMed: 32230947] source
  • May combine two claims. 88
  • Classified as probably not a substantial claim. 39
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    Findingcitation
    § Cell-type-specific regulatory deficits in Ts21 oligodendrocyte maturation and myelination

    This transition was accompanied by reduced activity of myelin-associated gene networks and diminished regulon activity of key transcriptional regulators, including MYRF and NKX6-2, which serve as central regulators of myelin gene expression programs.

    “This transition was accompanied by reduced activity of myelin-associated gene networks and diminished regulon activity of key transcriptional regulators, including MYRF and NKX6-2, which serve as central regulators of myelin gene expression programs (53-55) (Fig. 5J).”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites [53] 53. Bujalka H, Koenning M, Jackson S, Perreau VM, Pope B, Hay CM, Mitew S, Hill AF, Lu QR, Wegner M, Srinivasan R, Svaren J, Willingham M, Barres BA, Emery B, MYRF Is a Membrane-Associated Transcription Factor That Autoproteolytically Cleaves to Directly Activate Myelin Genes. PLOS Biology 11, e1001625 (2013). [PubMed: 23966833] source

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

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    • cites [54] 54. Hornig J, Fröb F, Vogl MR, Hermans-Borgmeyer I, Tamm ER, Wegner M, The Transcription Factors Sox10 and Myrf Define an Essential Regulatory Network Module in Differentiating Oligodendrocytes. PLoS Genet 9, e1003907 (2013). [PubMed: 24204311] source

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

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    • cites [55] 55. Southwood C, He C, Garbern J, Kamholz J, Arroyo E, Gow A, CNS Myelin Paranodes Require Nkx6-2 Homeoprotein Transcriptional Activity for Normal Structure. J Neurosci 24, 1121511225 (2004). [PubMed: 15601927] source

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

      Checked by a reasoning model — may be wrong.

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

    Premisecitation
    § Introduction

    Down syndrome results from trisomy 21 and is one of the most common genetic causes of intellectual disability.

    “Down syndrome (DS), resulting from trisomy 21 (Ts21), is one of the most common genetic causes of intellectual disability (1).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [1] 1. Karam SM, Riegel M, Segal SL, Félix TM, Barros AJD, Santos IS, Matijasevich A, Giugliani R, Black M, Genetic causes of intellectual disability in a birth cohort: a population-based study. Am J Med Genet A 167, 1204-1214 (2015). [PubMed: 25728503] source

      The Results say Down syndrome was the most frequent genetic cause of intellectual disability in the cohort, and the Discussion calls it the most common genetic cause of intellectual disability. Our copy classifies Down syndrome as a chromosomal disorder but does not state that it results from trisomy 21 (searched: “trisomy 21” and “trisomy”). The indexed passages provide section labels but no page numbers. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
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    Premisecitation
    § Introduction

    The DS neurodevelopmental phenotype encompasses deficits in executive function, working memory, motor coordination, and linguistic processing that emerge within the first postnatal months and influence academic, occupational, and adaptive functioning trajectories throughout the lifespan.

    “This neurodevelopmental phenotype encompasses deficits in executive function, working memory, motor coordination, and linguistic processing - impairments that emerge within the first postnatal months and profoundly influence academic, occupational, and adaptive functioning trajectories throughout the lifespan (2-5).”
    Quote in the paperSubstantial claim3 of 4 sources checked
    • cites [2] 2. Lott IT, Dierssen M, Cognitive deficits and associated neurological complications in individuals with Down's syndrome. The Lancet Neurology 9, 623-633 (2010). [PubMed: 20494326] source
    • cites [3] 3. Jain PD, Nayak A, Karnad SD, Doctor KN, Gross motor dysfunction and balance impairments in children and adolescents with Down syndrome: a systematic review. Clin Exp Pediatr 65, 142-149 (2021). [PubMed: 34126707] source

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

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    • cites [4] 4. Martin GE, Klusek J, Estigarribia B, Roberts JE, Language Characteristics of Individuals with Down Syndrome. Top Lang Disord 29, 112-132 (2009). [PubMed: 20428477] source

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

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    • cites [5] 5. Antonarakis SE, Skotko BG, Rafii MS, Strydom A, Pape SE, Bianchi DW, Sherman SL, Reeves RH, Down syndrome. Nat Rev Dis Primers 6, 9 (2020). [PubMed: 32029743] source

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

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    Findingown data
    § Metabolic and synaptic deficits in Ts21 excitatory neurons

    SynGO analysis identified Ts21-downregulated DEGs encoding proteins predominantly localized to the postsynaptic density (PSD) membrane, with functional roles enriched for synaptic organization.

    “SynGO (30) analysis identified Ts21-downregulated DEGs encoding proteins predominantly localized to the postsynaptic density (PSD) membrane, with functional roles enriched for synaptic organization (Fig. 3F, fig. S9 and table S6).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [30] 30. Koopmans F, van Nierop P, Andres-Alonso M, Byrnes A, Cijsouw T, Coba MP, Cornelisse LN, Farrell RJ, Goldschmidt HL, Howrigan DP, Hussain NK, Imig C, de Jong APH, Jung H, Kohansalnodehi M, Kramarz B, Lipstein N, Lovering RC, MacGillavry H, Mariano V, Mi H, Ninov M, Osumi-Sutherland D, Pielot R, Smalla K-H, Tang H, Tashman K, Toonen RFG, Verpelli C, Reig-Viader R, Watanabe K, van Weering J, Achsel T, Ashrafi G, Asi N, Brown TC, De Camilli P, Feuermann M, Foulger RE, Gaudet P, Joglekar A, Kanellopoulos A, Malenka R, Nicoll RA, Pulido C, de Juan-Sanz J, Sheng M, Südhof TC, Tilgner HU, Bagni C, source
  • May combine two claims.

    Premisecitation
    § Introduction

    The early postnatal period (0-3 years) is a critical window of synaptogenesis, neuronal and glial maturation, and developmental neuroimmune interactions.

    “during the early postnatal period (0-3 years), a critical window of synaptogenesis, neuronal and glial maturation, and developmental neuroimmune interactions (11).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [11] 11. Silbereis JC, Pochareddy S, Zhu Y, Li M, Sestan N, The Cellular and Molecular Landscapes of the Developing Human Central Nervous System. Neuron 89, 248-268 (2016). [PubMed: 26796689] source

      In “Neural circuit assembly, maturation, and developmental plasticity” (page unavailable), the paper describes rapid synaptogenesis in the first two postnatal years and marked neuronal growth in the first year. “Glial cell genesis and differentiation” (page unavailable) describes glial development continuing after birth. These passages support early postnatal synaptogenesis and neuronal and glial maturation, but the copy does not establish developmental neuroimmune interactions as part of the claimed 0–3-year window. (LLM, conf=0.85)

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

    Premisecitation
    § Molecular signatures of Ts21 astrocyte dysfunction reveal regulators of reactivity, stress, and cell survival

    Astrocytes play a critical role in the pathophysiology of both DS and AD.

    “Accumulating evidence has underscored the critical role of astrocytes in the pathophysiology of both DS (56) and AD (57).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [56] 56. Ponroy Bally B, Murai KK, Astrocytes in Down Syndrome Across the Lifespan. Front. Cell. Neurosci. 15 (2021). source
    • cites [57] 57. Habib N, McCabe C, Medina S, Varshavsky M, Kitsberg D, Dvir-Szternfeld R, Green G, Dionne D, Nguyen L, Marshall JL, Chen F, Zhang F, Kaplan T, Regev A, Schwartz M, Disease-associated astrocytes in Alzheimer's disease and aging. Nat Neurosci 23, 701-706 (2020). [PubMed: 32341542] source
  • May combine two claims.

    Interpretationcitation
    § Cell composition alterations in the Ts21 dlPFC

    These laminar and cellular imbalances may contribute to the circuit-level pathophysiology observed in Ts21, potentially reflecting disrupted, aberrant cortical connections and altered neuroglial interactions during the early postnatal period.

    “These laminar and cellular imbalances may contribute to the circuit-level pathophysiology observed in Ts21 (21), potentially reflecting disrupted, aberrant cortical connections and altered neuroglial interactions during the early postnatal period.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [21] 21. Bartesaghi R, Brain circuit pathology in Down syndrome: from neurons to neural networks. Reviews in the Neurosciences 34, 365-423 (2023). [PubMed: 36170842] source
  • May combine two claims.

    Interpretationown data
    § Genome-wide transcriptional and chromatin remodeling in Ts21

    These findings underscore a global epigenetic rewiring beyond localized chromosomal effects, aligning with prior observations of genomewide Ts21 chromatin reorganization.

    “These findings underscore a global epigenetic rewiring beyond localized chromosomal effects, aligning with prior observations of genomewide Ts21 chromatin reorganization (24-26).”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites [24] 24. Meharena HS, Marco A, Dileep V, Lockshin ER, Akatsu GY, Mullahoo J, Watson LA, Ko T, Guerin LN, Abdurob F, Rengarajan S, Papanastasiou M, Jaffe JD, Tsai L-H, Down Syndrome Induced Senescence Disrupts the Nuclear Architecture of Neural Progenitors. Cell Stem Cell 29, 116-130.e7 (2022). [PubMed: 34995493] source
    • cites [25] 25. Guo Z, Zhu Y, Xiao H, Dai R, Yang W, Xue W, Zhang X, Hao B, Liao S, Integration of ATAC-seq and RNA-seq identifies MX1-mediated AP-1 transcriptional regulation as a therapeutic target for Down syndrome. Biological Research 56, 67 (2023). [PubMed: 38066591] source
    • cites [26] 26. Marderstein AR, De Zuani M, Moeller R, Bezney J, Padhi EM, Wong S, Coorens THH, Xie Y, Xue H, Montgomery SB, Cvejic A, Single-cell multi-omics map of human fetal blood in Down syndrome. Nature 634, 104-112 (2024). [PubMed: 39322663] source
  • May combine two claims.

    Findingown data
    § Conserved ExN:InN neuron ratio and global synaptic dysfunction in the Ts21 dlPFC

    Striking conservation was found in the ratio of ExN:InN (2.17:1) and the ratio of MGE:CGE InNs (1.4:1) in both control and Ts21 samples.

    “Whereas Ts21 mouse models have identified alterations in the balance of ExN and InN (43-45), we found striking conservation in the ratio of ExN:InN (2.17:1) and the ratio of MGE:CGE InNs (1.4:1) in both control and Ts21 samples (Fig. 4B).”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites [43] 43. Pérez-Cremades D, Hernández S, Blasco-Ibáñez JM, Crespo C, Nacher J, Varea E, Alteration of inhibitory circuits in the somatosensory cortex of Ts65Dn mice, a model for Down's syndrome. J Neural Transm (Vienna) 117, 445-455 (2010). [PubMed: 20157742] source

      The Results (p. 447) report increased interneuron density in the somatosensory cortex of Ts65Dn mice, and the introduction (p. 446) discusses an imbalance of excitatory and inhibitory inputs. The paper does not measure an excitatory-to-inhibitory neuron ratio, so it supports the cited background point about altered inhibition but not the more specific claim about ExN:InN balance. The numerical ratios and their conservation are the citing authors’ own finding, not attributed to this source. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [44] 44. Chakrabarti L, Best TK, Cramer NP, Carney RSE, Isaac JTR, Galdzicki Z, Haydar TF, Olig1 and Olig2 triplication causes developmental brain defects in Down syndrome. Nat Neurosci 13, 927-934 (2010). [PubMed: 20639873] source
    • cites [45] 45. Hernández-González S, Ballestín R, López-Hidalgo R, Gilabert-Juan J, Blasco-Ibáñez JM, Crespo C, Nácher J, Varea E, Altered distribution of hippocampal interneurons in the murine Down Syndrome model Ts65Dn. Neurochem Res 40, 151-164 (2015). [PubMed: 25399236] source
  • Classified as probably not a substantial claim.

    Study design and conductreasoning
    § RESULTS

    Ts21 and control nuclei were annotated independently to minimize integration bias.

    “Following batch effect correction (14), Ts21 and control nuclei were annotated independently to minimize integration bias and identify putative Ts21-specific cell subpopulations or states.”
    • Also stated in: § snRNA-seq data processing · plain
      “Ts21 and control nuclei were annotated independently to minimize integration bias and identify putative Ts21-specific cell subpopulations or states.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [14] 14. Korsunsky I, Millard N, Fan J, Slowikowski K, Zhang F, Wei K, Baglaenko Y, Brenner M, Loh P, Raychaudhuri S, Fast, sensitive, and accurate integration of single cell data with Harmony. Nat Methods 16, 1289-1296 (2019). [PubMed: 31740819] source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § Dysregulated neuroimmune crosstalk and subtype-specific molecular features of Ts21 microglia

    Dysregulation of the TREM2/APOE axis has been implicated in heightened neuroinflammation, neuronal injury, and complement-mediated synaptic clearance, representing a critical therapeutic target in AD pathology.

    “Dysregulation of the TREM2/ APOE axis has been implicated in heightened neuroinflammation, neuronal injury, and complement-mediated synaptic clearance, representing a critical therapeutic target in AD pathology (68).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [68] 68. Krasemann S, Madore C, Cialic R, Baufeld C, Calcagno N, El Fatimy R, Beckers L, O'Loughlin E, Xu Y, Fanek Z, Greco DJ, Smith ST, Tweet G, Humulock Z, Zrzavy T, Conde-Sanroman P, Gacias M, Weng Z, Chen H, Tjon E, Mazaheri F, Hartmann K, Madi A, Ulrich J, Glatzel M, Worthmann A, Heeren J, Budnik B, Lemere C, Ikezu T, Heppner FL, Litvak V, Holtzman DM, Lassmann H, Weiner HL, Ochando J, Haass C, Butovsky O, The TREM2-APOE pathway drives the transcriptional phenotype of dysfunctional microglia in neurodegenerative diseases. Immunity 47, 566-581.e9 (2017). [PubMed: 28930663] source

      The Results link the TREM2–APOE pathway to a disease-associated microglial phenotype and report increased inflammatory molecules in plaque-associated microglia. The Abstract reports that targeting the pathway restored homeostatic microglial signatures in AD mouse models and prevented neuronal loss in an acute neurodegeneration model. The copy does not establish complement-mediated synaptic clearance, and its neuronal-loss result is not specific to AD pathology (searched: complement, synaptic clearance). (LLM, conf=0.88)

      Experimental — accuracy not yet measured
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    Premisecitation
    § Molecular signatures of Ts21 astrocyte dysfunction reveal regulators of reactivity, stress, and cell survival

    AP-1 complex is a dimeric protein assembly critical for immune regulation and a recently identified Ts21 therapeutic target.

    “Module 8 was also highly enriched for targets of the transcription factor AP-1 complex, a dimeric protein assembly critical for immune regulation and a recently identified Ts21 therapeutic target (25) (Fig. 6M).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [25] 25. Guo Z, Zhu Y, Xiao H, Dai R, Yang W, Xue W, Zhang X, Hao B, Liao S, Integration of ATAC-seq and RNA-seq identifies MX1-mediated AP-1 transcriptional regulation as a therapeutic target for Down syndrome. Biological Research 56, 67 (2023). [PubMed: 38066591] source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Dysregulated neuroimmune crosstalk and subtype-specific molecular features of Ts21 microglia

    HLA-DRB1 is a marker consistently elevated in AD.

    “This subtype also exhibited increased interferon receptor expression (fig. S16C) and upregulation of MHCII HLA-DRB1 (Fig. 7P), a marker consistently elevated in AD (69).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [69] 69. Hopperton KE, Mohammad D, Trépanier MO, Giuliano V, Bazinet RP, Markers of microglia in post-mortem brain samples from patients with Alzheimer's disease: a systematic review. Mol Psychiatry 23, 177-198 (2018). [PubMed: 29230021] source

      The Introduction says MHCII markers are consistently increased in AD brains, and the Results (Major histocompatibility complex II; page unavailable) report higher MHCII in at least one brain region in 36 studies. But the review chiefly measures HLA-DR or multiple HLA isoforms, not HLA-DRB1 specifically; it identifies HLA-DRB1/B5 as genetic risk factors without establishing that HLA-DRB1 itself is consistently elevated. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
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    Premisecitation
    § Conclusions

    The neuropathological substrates of dementia precede clinical onset.

    “Whereas it is well-established that the neuropathological substrates of dementia precede clinical onset (79), a central question is the timing of onset of these molecular changes.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [79] 79. DeTure MA, Dickson DW, The neuropathological diagnosis of Alzheimer's disease. Molecular Neurodegeneration 14, 32 (2019). [PubMed: 31375134] source

      The Background sections on Preclinical Alzheimer’s disease and Pathology of Alzheimer’s disease state that Alzheimer’s pathology can be present in cognitively normal people and that amyloid and tau pathology can precede later clinical features. This supports the claim for Alzheimer’s disease, but the cited passages do not establish it for dementia generally. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
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    Premisecitation
    § Dysregulated neuroimmune crosstalk and subtype-specific molecular features of Ts21 microglia

    P-selectin has a role in immune cell modulation and trafficking.

    “E-selectin (SELE), a cytokine-induced endothelial adhesion molecule, was uniquely expressed in Ts21 vascular cells (Fig. 7G), whereas P-selectin signaling was elevated in microglia-vascular interactions (Fig. 7H), consistent with its role in immune cell modulation and trafficking (66).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [66] 66. McEver RP, Selectins: initiators of leucocyte adhesion and signalling at the vascular wall. Cardiovasc Res 107, 331-339 (2015). [PubMed: 25994174] source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation
    § Molecular signatures of Ts21 astrocyte dysfunction reveal regulators of reactivity, stress, and cell survival

    ATF7 has a role in epigenetic repression of inflammatory pathways and inhibition of NF-kB signaling.

    “This Ts21-specific reduction in ATF7 regulon activity is particularly relevant, given the role of ATF7 in epigenetic repression of inflammatory pathways and inhibition of NF-K β signaling (59), aligning with exacerbated inflammatory signaling in Ts21 astrocytes.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [59] 59. Huang Y, Ge M-X, Li Y-H, Li J-L, Yu Q, Xiao F-H, Ao H-S, Yang L-Q, Li J, He Y, Kong Q-P, Longevity-Associated Transcription Factor ATF7 Promotes Healthspan by Suppressing Cellular Senescence and Systematic Inflammation. Aging Dis 14, 1374-1389 (2023). [PubMed: 37163432] source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § Molecular signatures of Ts21 astrocyte dysfunction reveal regulators of reactivity, stress, and cell survival

    HSPB1 is a key stress response protein and reactive astrocyte marker that is secreted proximal to amyloid plaques where it exerts non-cell-autonomous neuroprotection through stabilization of proteostasis.

    “Of particular interest was the prominent enrichment of HSPB1, a key stress response protein and reactive astrocyte marker that has recently been shown to be secreted proximal to amyloid plaques where it exerts non-cell-autonomous neuroprotection through the stabilization of proteostasis (60).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [60] 60. Yang F, Beltran-Lobo P, Sung K, Goldrick C, Croft CL, Nishimura A, Hedges E, Mahiddine F, Troakes C, Golde TE, Perez-Nievas BG, Hanger DP, Noble W, Jimenez-Sanchez M, Reactive astrocytes secrete the chaperone HSPB1 to mediate neuroprotection. Sci Adv 10, eadk9884 (2024). [PubMed: 38507480] source

      The Results report increased extracellular HSPB1 near plaque-associated astrocytes and non-cell-autonomous protection against neuronal injury and tau aggregation. The Discussion proposes that HSPB1 may help maintain neuronal proteostasis, but says its downstream mechanism remains an open question; the claim presents proteostasis stabilization as an established mechanism. (LLM, conf=0.84)

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

    Premisecitation
    § Conclusions

    DS is among the select few conditions that encompass both neurodevelopmental and neurodegenerative clinical features, with most individuals demonstrating progressive cognitive impairment by mid-adulthood.

    “DS is among the select few conditions that encompass both neurodevelopmental and neurodegenerative clinical features, with most individuals demonstrating progressive cognitive impairment by mid-adulthood (77, 78).”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [77] 77. Larsen FK, Baksh RA, McGlinchey E, Langballe EM, Benejam B, Beresford-Webb J, McCarron M, Coppus A, Falquero S, Fortea J, Levin J, Loosli SV, Mark R, Rebillat A, Zaman S, Strydom A, Age of Alzheimer's disease diagnosis in people with Down syndrome and associated factors: Results from the Horizon 21 European Down syndrome consortium. Alzheimers Dement 20, 3270-3280 (2024). [PubMed: 38506627] source

      The Background (page unavailable) describes DS as a cause of intellectual disability and reports near-universal Alzheimer’s neuropathology by age 40, supporting the combination of developmental and degenerative features. It does not establish that most people demonstrate progressive cognitive impairment by mid-adulthood: neuropathology is not the same as clinical impairment, and the reported mean age of AD diagnosis is 53.8 years. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites [78] 78. Iulita MF, Garzón Chavez D, Klitgaard Christensen M, Valle Tamayo N, Plana-Ripoll O, Rasmussen SA, Roqué Figuls M, Alcolea D, Videla L, Barroeta I, Benejam B, Altuna M, Padilla C, Pegueroles J, Fernandez S, Belbin O, Carmona-Iragui M, Blesa R, Lleó A, Bejanin A, Fortea J, Association of Alzheimer Disease With Life Expectancy in People With Down Syndrome. JAMA Network Open 5, e2212910 (2022). [PubMed: 35604690] source

      The Introduction (page unavailable) identifies Down syndrome as a genetic cause of intellectual disability and reports Alzheimer-related neuropathology by age 40, supporting the developmental and degenerative aspects. The Results (page unavailable) give a pooled mean age of 53.8 years for dementia onset, but do not establish that most individuals have progressive cognitive impairment by mid-adulthood; pathology by 40 is not the same as clinical impairment. (LLM, conf=0.85)

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

    Premisecitation
    § Cell intrinsic gene regulation in Ts21 neuroinflammatory microglial activation

    Microglia play a critical role in activity-dependent synaptic pruning and refinement of neural circuits during key periods of synaptogenesis.

    “Microglia play a critical role in activity-dependent synaptic pruning and the refinement of neural circuits during key periods of synaptogenesis (61).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [61] 61. Paolicelli RC, Bolasco G, Pagani F, Maggi L, Scianni M, Panzanelli P, Giustetto M, Ferreira TA, Guiducci E, Dumas L, Ragozzino D, Gross CT, Synaptic pruning by microglia is necessary for normal brain development. Science 333, 1456-1458 (2011). [PubMed: 21778362] source

      The Abstract (page unavailable) reports that microglia engulf synaptic material and play a major role in pruning during postnatal development in mice. The conclusion (page unavailable) links deficient pruning to immature brain circuitry. Neither passage establishes that the pruning is activity-dependent; measurements of synaptic activity do not show that neural activity guides pruning. (LLM, conf=0.86)

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

    Premisecitation
    § Chromatin-accessibility and gene-expression at the chromosome-scale

    Chromosome 21 is one of five human acrocentric chromosomes (13, 14, 15, 21, and 22) that exhibit high sequence conservation and are characterized by an abundance of repetitive elements within their short arms.

    “Chromosome 21 is one of five human acrocentric chromosomes (13, 14, 15, 21, and 22) that exhibit high sequence conservation and are characterized by an abundance of repetitive elements within their short arms (99, 100).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [99] 99. Hinrichs AS, Karolchik D, Baertsch R, Barber GP, Bejerano G, Clawson H, Diekhans M, Furey TS, Harte RA, Hsu F, Hillman-Jackson J, Kuhn RM, Pedersen JS, Pohl A, Raney BJ, Rosenbloom KR, Siepel A, Smith KE, Sugnet CW, Sultan-Qurraie A, Thomas DJ, Trumbower H, Weber RJ, Weirauch M, Zweig AS, Haussler D, Kent WJ, The UCSC Genome Browser Database: update 2006. Nucleic Acids Research 34, D590-D598 (2006). [PubMed: 16381938] source

      Our copy’s Chromosome ideogram section describes a display feature, and its Conservation section describes multi-species alignment scores; neither addresses acrocentric chromosomes. Searches for chromosomes 13, 14, 15, 21, and 22 and for repetitive elements in their short arms found no passage supporting the claim. The supplied passages have no page numbers. (LLM, conf=0.75)

      Experimental — accuracy not yet measured
    • cites [100] 100. Wang Q, Li M, Wu T, Zhan L, Li L, Chen M, Xie W, Xie Z, Hu E, Xu S, Yu G, Exploring Epigenomic Datasets by ChIPseeker. Curr Protoc 2, e585 (2022). [PubMed: 36286622] source
  • Classified as probably not a substantial claim.

    Premisecitation
    § snATAC-seq data processing

    Accurate chromatin accessibility analysis depends on precise peak calling, because calling peaks across the entire cell population can inadvertently exclude peaks specific to smaller subpopulations.

    “Accurate chromatin accessibility analysis depends on precise peak calling, as calling peaks across the entire cell population can inadvertently exclude those specific to smaller subpopulations (85).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [85] 85. Young MD, Behjati S, SoupX removes ambient RNA contamination from droplet-based single-cell RNA sequencing data. Gigascience 9, giaa151 (2020). [PubMed: 33367645] source

      The SoupX Method and Discussion describe ambient RNA contamination in single-cell RNA sequencing and the use of gene markers and clustering to estimate it. Searches for chromatin accessibility, peak calling, and subpopulation-specific peaks found no passage addressing the claimed risk of calling peaks across an entire cell population. (LLM, conf=0.76)

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

    Findingown data
    § References and Notes

    Genes are downregulated in CGE InN and MGE InN, with synaptic cellular component ontology enrichment.

    “( C and D ) SynGO (30) plot of genes downregulated in CGE InN (C) or MGE InN (D).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [30] 30. Koopmans F, van Nierop P, Andres-Alonso M, Byrnes A, Cijsouw T, Coba MP, Cornelisse LN, Farrell RJ, Goldschmidt HL, Howrigan DP, Hussain NK, Imig C, de Jong APH, Jung H, Kohansalnodehi M, Kramarz B, Lipstein N, Lovering RC, MacGillavry H, Mariano V, Mi H, Ninov M, Osumi-Sutherland D, Pielot R, Smalla K-H, Tang H, Tashman K, Toonen RFG, Verpelli C, Reig-Viader R, Watanabe K, van Weering J, Achsel T, Ashrafi G, Asi N, Brown TC, De Camilli P, Feuermann M, Foulger RE, Gaudet P, Joglekar A, Kanellopoulos A, Malenka R, Nicoll RA, Pulido C, de Juan-Sanz J, Sheng M, Südhof TC, Tilgner HU, Bagni C, source
  • May combine two claims.

    Findingown data
    § Abstract

    The dysregulation in early postnatal Ts21 dlPFC includes deficits in metabolic and synaptic pathways, oligodendrocyte lineage progression, and a pronounced neuroinflammatory signature.

    “Our findings reveal widespread dysregulation of chromatin accessibility and gene expression, with deficits spanning metabolic and synaptic pathways, oligodendrocyte lineage progression, and a pronounced neuroinflammatory signature.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Metabolic and synaptic deficits in Ts21 excitatory neurons

    Analysis of Chr21-encoded TF motif enrichment revealed significant enrichment (adj. p < 0.05) near metabolic and translational DEG gene bodies but not near synaptic or immune genes.

    “Supporting this, analysis of Chr21-encoded TF motif enrichment revealed significant enrichment (adj. p &lt; 0.05) near metabolic and translational DEG gene bodies but not near synaptic or immune genes (fig. S7B).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Cell-type-specific regulatory deficits in Ts21 oligodendrocyte maturation and myelination

    The single-nucleus multiomic GRN analysis revealed an attenuation of TF activator activity across the Ts21 oligodendrocyte lineage, particularly affecting cell cycle-related (GLI3, E2F7, BRCA1) and oligodendrocyte lineage-specific (OLIG2, SOX10, TCF7L2, MYRF) regulons, whereas Ts21 TF repressor activity was increased in a cell-type specific manner.

    “This analysis revealed an attenuation of TF activator activity across the Ts21 oligodendrocyte lineage, particularly affecting cell cycle-related (GLI3, E2F7, BRCA1) and oligodendrocyte lineage-specific (OLIG2, SOX10, TCF7L2, MYRF) regulons, whereas Ts21 TF repressor activity was increased in a cell-type specific manner (Fig. 5J).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Metabolic and synaptic deficits in Ts21 excitatory neurons

    Differential signaling analysis for all ExNs revealed enhanced extracellular matrix-related signaling along with pronounced upregulation of APP signaling in Ts21 ExNs.

    “This revealed enhanced extracellular matrix-related signaling along with pronounced upregulation of APP signaling in Ts21 ExNs (fig. S8G).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Cell-type-specific regulatory deficits in Ts21 oligodendrocyte maturation and myelination

    Downregulated DEGs in Ts21 OPCs were enriched for the regulation of proliferation and differentiation, including cell cycle, cell polarity, and DNA repair processes, highlighting deficits in the regulation and fidelity of mitosis.

    “Conversely, downregulated DEGs in Ts21 OPCs were enriched for the regulation of proliferation and differentiation, including cell cycle, cell polarity, and DNA repair processes, highlighting deficits in the regulation and fidelity of mitosis (Fig. 5H).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § RESULTS

    Most highly variable genes (HVGs) were shared between control and Ts21 (71.8%), but a subset were condition-specific.

    “Whereas most HVGs were shared (71.8%), a subset were condition-specific (fig. S3A).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Genome-wide transcriptional and chromatin remodeling in Ts21

    Ts21 ExN populations had preferentially increased accessibility in intergenic and intronic regions, whereas InNs primarily exhibited an increase in DARs at promoters.

    “Ts21 ExN populations had preferentially increased accessibility in intergenic and intronic regions, whereas InNs primarily exhibited an increase in DARs at promoters (Fig. 1H, table S4).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Genome-wide transcriptional and chromatin remodeling in Ts21

    The multiomic analysis revealed a global and widespread disruption of gene regulation along with discrete, cell-type-specific perturbations at a critical period of neurodevelopment.

    “Our multiomic analysis of Ts21 gene expression and chromatin accessibility revealed a global and widespread disruption of gene regulation along with discrete, cell-type-specific perturbations at a critical period of neurodevelopment.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Metabolic and synaptic deficits in Ts21 excitatory neurons

    For L2-3 IT ExN, hdWGCNA identified upregulated modules enriched for metabolic and calcium channel complexes, whereas the most highly downregulated module corresponded to PSD membrane components, including scaffolding proteins critical for receptor clustering and synaptic stability.

    “For L2-3 IT ExN, hdWGCNA identified upregulated modules enriched for metabolic and calcium channel complexes, whereas the most highly downregulated module corresponded to PSD membrane components, including scaffolding proteins critical for receptor clustering and synaptic stability (Fig. 3, H and I, fig. S8, B to F).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Genome-wide transcriptional and chromatin remodeling in Ts21

    Glial cells exhibited the most pronounced upregulation of gene expression, whereas vascular and glial populations demonstrated the greatest number of highly downregulated differentially expressed genes (DEGs; adj. P<0.01, FC>2).

    “Glial cells exhibited the most pronounced upregulation of gene expression, whereas vascular and glial populations demonstrated the greatest number of highly downregulated differentially expressed genes (DEGs; adj. P&lt;0.01, FC&gt;2) (fig. S4, A and B).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data
    § Cell-cell interaction analyses reveal Ts21 dysregulated neuronal and vascular-associated signaling networks

    Neuronal classes demonstrated a general pattern of attenuated outgoing and incoming interaction strength, whereas endothelial and vascular leptomeningeal cells (VLMCs) displayed pronounced increases in outgoing interaction strength.

    “Neuronal classes demonstrated a general pattern of attenuated outgoing and incoming interaction strength, whereas endothelial and vascular leptomeningeal cells (VLMCs) displayed pronounced increases in outgoing interaction strength (fig. S5C).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Metabolic and synaptic deficits in Ts21 excitatory neurons

    DEGs associated with oxidative stress, immune response, and apoptosis were enriched, including increased expression of pro-apoptotic regulators and the executioner caspase CASP3.

    “DEGs associated with oxidative stress, immune response, and apoptosis were also enriched, including increased expression of pro-apoptotic regulators and the executioner caspase CASP3 (Fig. 3D).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Chromosome 21 chromatin accessibility and gene expression in Ts21

    Regions spanning Chr21q22.13-q22.3 contained markedly increased accessibility and gene expression, whereas genic-sparse regions (Chr21q21.2) demonstrated minimal alterations in accessibility.

    “Regions spanning Chr21q22.13-q22.3 contained markedly increased accessibility and gene expression, whereas genic-sparse regions (Chr21q21.2) demonstrated minimal alterations in accessibility (Fig. 2D and fig. S6).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Conserved ExN:InN neuron ratio and global synaptic dysfunction in the Ts21 dlPFC

    Ts21-upregulated gene modules in MGE (Module 1) and CGE (Module 2) neurons exhibited enrichment for metabolic and protein translation processes, whereas Ts21-downregulated modules in MGE (Module 4) and CGE (Module 8) neurons were associated with PSD components, including AMPA receptor complexes and calcium channel signaling.

    “Ts21-upregulated gene modules in MGE (Module 1) and CGE (Module 2) neurons exhibited enrichment for metabolic and protein translation processes, whereas Ts21-downregulated modules in MGE (Module 4) and CGE (Module 8) neurons were associated with PSD components, including AMPA receptor complexes and calcium channel signaling (fig. S10, B to K).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Conserved ExN:InN neuron ratio and global synaptic dysfunction in the Ts21 dlPFC

    The results demonstrate that whereas the generation, developmental patterning, and migration of InNs to the postnatal dlPFC are conserved in Ts21, widespread molecular dysregulation occurs during postnatal maturation with synaptic and metabolic impairments during interneuron circuit integration.

    “These results demonstrate that whereas the generation, developmental patterning, and migration of InNs to the postnatal dlPFC are conserved in Ts21, widespread molecular dysregulation occurs during postnatal maturation with synaptic and metabolic impairments during interneuron circuit integration.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Cell-type-specific regulatory deficits in Ts21 oligodendrocyte maturation and myelination

    Significantly increased pseudotime values (p < 0.0001) were found in Ts21 OPCs and Oligos, with OPCs displaying the most pronounced differences.

    “This uncovered significantly increased pseudotime values (p &lt; 0.0001) in Ts21 OPCs and Oligos - with OPCs displaying the most pronounced differences - indicative of impairments in proliferation and differentiation (Fig. 5E).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Metabolic and synaptic deficits in Ts21 excitatory neurons

    These synaptic deficits were conserved across IT subtypes, although cell-type-specific expression patterns suggest heterogeneous manifestations of a widespread synaptic pathology.

    “These synaptic deficits were conserved across IT subtypes, although cell-type-specific expression patterns suggest heterogeneous manifestations of a widespread synaptic pathology (Fig. 3G).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Cell-type-specific regulatory deficits in Ts21 oligodendrocyte maturation and myelination

    These transcriptional deficits were most pronounced in mature oligodendrocytes relative to newly formed (nfOligos), indicating disrupted maturation from newly formed to myelinating cells.

    “These transcriptional deficits were most pronounced in mature oligodendrocytes relative to newly formed (nfOligos), indicating disrupted maturation from newly formed to myelinating cells (Fig. 5, K to M, and fig. S12, C to I).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Cell composition alterations in the Ts21 dlPFC

    The results demonstrate a selective expansion of upper-layer IT ExNs in the early postnatal Ts21 dlPFC, concurrent with subtype-specific reorganization of glial and inhibitory neuronal populations.

    “Together, our results demonstrate a selective expansion of upper-layer IT ExNs in the early postnatal Ts21 dlPFC, concurrent with subtype-specific reorganization of glial and inhibitory neuronal populations.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Metabolic and synaptic deficits in Ts21 excitatory neurons

    Increased expression of APP was found across ExNs, and an enhanced APP network for all major cell types.

    “We found an increased expression of APP across ExNs, and an enhanced APP network for all major cell types (fig. S8, H to J).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § RESULTS

    All Ts21 ExNs exhibited greater transcriptomic heterogeneity, whereas InNs displayed subclass-specific differences.

    “We found that all Ts21 ExNs exhibited greater transcriptomic heterogeneity, whereas InNs displayed subclass-specific differences (fig. S3D).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Chromosome 21 chromatin accessibility and gene expression in Ts21

    Chr21 displayed the most pronounced elevation in both chromatin accessibility and highly upregulated DEGs.

    “As expected, Chr21 displayed the most pronounced elevation in both chromatin accessibility and highly upregulated DEGs.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Chromosome 21 chromatin accessibility and gene expression in Ts21

    Motifs for BACH1 were significantly enriched (adj. p < 0.01) in accessible chromatin of ExN, microglia, and oligodendrocyte lineage cells, with TF footprinting confirming elevated BACH1 activity in these populations.

    “Motifs for BACH1 - a TF associated with impaired Ts21 antioxidant defenses (28) - were significantly enriched (adj. p &lt; 0.01) in accessible chromatin of ExN, microglia, and oligodendrocyte lineage cells (Fig. 2G), with TF footprinting confirming elevated BACH1 activity in these populations (Fig. 2H).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [28] 28. Perluigi M, Tramutola A, Pagnotta S, Barone E, Butterfield DA, The BACH1/Nrf2 Axis in Brain in Down Syndrome and Transition to Alzheimer Disease-Like Neuropathology and Dementia. Antioxidants (Basel) 9, 779 (2020). [PubMed: 32839417]

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

  • May combine two claims.

    Findingown data
    § Chromosome 21 chromatin accessibility and gene expression in Ts21

    Chr21 DEGs exhibited, on average, a ~1.5-fold increased expression with significantly higher expression (p < 0.001) compared to non-Chr21 DEGs.

    “Consistent with well-established gene dosage effects, we found that Chr21 DEGs exhibited, on average, a ~1.5-fold increased expression with significantly higher expression (p &lt; 0.001) compared to non-Chr21 DEGs (Fig. 2A).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Metabolic and synaptic deficits in Ts21 excitatory neurons

    The most highly downregulated Ts21 signaling pathways involved synaptic adhesion molecules, with many components of the neurexin, neuroligin, and neuregulin families downregulated in L2-3 IT neurons.

    “Additionally, the most highly downregulated Ts21 signaling pathways involved synaptic adhesion molecules, with many components of the neurexin, neuroligin, and neuregulin families downregulated in L2-3 IT neurons (fig. S8K, fig. S9).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data
    § snATAC peak GREAT analysis

    Peak sets showed marked enrichment for active enhancer and promoter states and underrepresentation of heterochromatin.

    “Notably, there was marked enrichment for active enhancer and promoter states across all peak sets, while regions annotated as heterochromatin were underrepresented among identified peaks.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data
    § Molecular signatures of Ts21 astrocyte dysfunction reveal regulators of reactivity, stress, and cell survival

    There is broad upregulation of stress-responsive HSPs in Ts21 astrocytes, with both Ts21-specific and reactivity-associated enrichment.

    “We identified a broad upregulation of stress-responsive HSPs, of which we found both Ts21specific and reactivity-associated enrichment (Fig. 6, O and P).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Cell intrinsic gene regulation in Ts21 neuroinflammatory microglial activation

    Classification of microglial states revealed a shift in Ts21 microglia toward an activated phenotype, with all analyzed cells exhibiting molecular features of activation.

    “Classification of microglial states based on these markers revealed a shift in Ts21 microglia toward an activated phenotype, with all analyzed cells exhibiting molecular features of activation (Fig. 7, D and E, and fig. S15, B to E).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Conclusions

    Ts21 microglia displayed marked activation in the early postnatal period, with increased expression of inflammatory markers, complement cascade components, and MHC class I/II receptors, as well as subtype-specific enrichment for phagocytic and antigen presentation pathways.

    “Furthermore, Ts21 microglia displayed marked activation in the early postnatal period, with increased expression of inflammatory markers, complement cascade components, and MHC class I/II receptors, as well as subtype-specific enrichment for phagocytic and antigen presentation pathways.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Conclusions

    We identified molecular correlates of intrinsic pan-neuronal synaptic deficits, oligodendrocyte lineage progression and functional myelination defects, impaired neuron-glia adhesion, and activated antigen-presenting microglia during a critical period of synaptogenesis.

    “We identified molecular correlates of intrinsic pan-neuronal synaptic deficits, oligodendrocyte lineage progression and functional myelination defects, impaired neuron-glia adhesion, and activated antigen-presenting microglia during a critical period of synaptogenesis.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Dysregulated neuroimmune crosstalk and subtype-specific molecular features of Ts21 microglia

    Microglial subclustering identified two predominant subtypes: Micro CD200 PRKAA2 and Micro CTSC DOCK1, present in both control and Ts21.

    “Subsequent microglial subclustering identified two predominant subtypes: Micro CD200 PRKAA2 and Micro CTSC DOCK1 present in both control and Ts21 (fig. S17, E to I).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data
    § Molecular signatures of Ts21 astrocyte dysfunction reveal regulators of reactivity, stress, and cell survival

    Ts21 astrocytes show pronounced activation of AP-1 family members, except ATF7, which exhibits reduced activity.

    “This revealed a marked increase in the activity of canonical transcription factors governing reactivity (STAT3, ETS2, NKFB1) and pronounced activation of AP-1 family members in Ts21 astrocytes, except for ATF7, which exhibited reduced activity (Fig. 6N).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Dysregulated neuroimmune crosstalk and subtype-specific molecular features of Ts21 microglia

    Ts21 Micro CTSC DOCK1 displays increased expression of complement receptors critical for phagocytosis, including CR3 (ITGAM/ITGB2), CR5 (ITGAX/ITGB2), and C3aR (C3AR1), along with MHC class II components essential for antigen presentation.

    “Ts21 Micro CTSC DOCK1 displayed increased expression of complement receptors critical for phagocytosis, including CR3 (ITGAM/ITGB2), CR5 (ITGAX/ITGB2), and C3aR (C3AR1), along with MHC class II components essential for antigen presentation (Fig. 7, N to P).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Cell intrinsic gene regulation in Ts21 neuroinflammatory microglial activation

    VLMCs exhibit the highest number of upregulated interferon response genes, many of which are cell-type-specific.

    “VLMCs exhibited the highest number of upregulated interferon response genes, many of which were cell-type-specific, highlighting meningeal cells as a critical node for Ts21 inflammatory signaling (fig. S16D).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data
    § References and Notes

    Cell subclasses present only in control exist.

    “Cell subclasses present only in control are highlighted in red.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data
    § References and Notes

    Chr21-encoded transcription factor (TF) motif enrichment varies by cell subclass and JASPAR motif, with motif fold enrichment in Ts21 and statistical significance (adjusted p-value, hypergeometric test).

    “( G) Dot plot of Chr21-encoded transcription factor (TF) motif enrichment plotted by cell subclass (x-axis) and JASPAR motif (y-axis). Dot size represents motif fold enrichment in Ts21, and dot color represents statistical significance (adjusted p-value, hypergeometric test).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data
    § References and Notes

    In Ts21 dlPFC, an AIF1+/HLA-DRB1+ microglial cell is present, while control shows AIF1+/HLA-DRB1- microglia and an AIF1-/HLA-DRB1+ intravascular immune cell.

    “The Ts21 panel highlights an AIF1+/HLA-DRB1+ microglial cell (white arrow), while the control panel shows AIF1+/HLA-DRB1- microglia (white arrows) and an AIF1-/HLADRB1+ intravascular immune cell (black arrow).”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim.

    Findingown data
    § References and Notes

    The proportion of homeostatic and reactive astrocytes differs between control and Ts21.

    “( E ) Proportion of control (left) and Ts21 (right) homeostatic and reactive astrocytes.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § References and Notes

    P53 pathway, Apoptosis, and Hypoxia Hallmark gene sets are significantly enriched in control reactive astrocytes.

    “( G to I ) Astrocyte gene expression dot plots of select genes from Hallmark gene sets, (P53 pathway (G), Apoptosis (H), Hypoxia (I)) significantly enriched in control reactive astrocytes”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data
    § References and Notes

    TF footprinting analysis shows positional distribution of Tn5 insertions within ±250 bp of TF motif of all BACH1 motif sites in peaks in select cell subclasses for control and Ts21.

    “( H ) TF footprinting analysis depicting the positional distribution of Tn5 insertions within ±250 bp of TF motif of all BACH1 motif sites in peaks in select cell subclasses for control (green) and Ts21 (purple).”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Findingown data
    § References and Notes

    The proportion of activated and homeostatic microglia differs between control and Ts21.

    “( E ) Proportion of control (left) and Ts21 (right) activated and homeostatic microglia.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § Cell-cell interaction analyses reveal Ts21 dysregulated neuronal and vascular-associated signaling networks

    These findings implicate cell-type specific regulatory mechanisms, with Ts21-associated suppression of synaptic adhesion gene networks in neurons contrasting with amplified vascular-associated paracrine signaling.

    “These findings implicate cell-type specific regulatory mechanisms, with Ts21-associated suppression of synaptic adhesion gene networks in neurons contrasting with amplified vascular-associated paracrine signaling.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Cell composition alterations in the Ts21 dlPFC

    These changes reflect likely Ts21-associated perturbations in developmental patterning, cell maturation, or subtype-specific pathological responses.

    “These changes reflect likely Ts21-associated perturbations in developmental patterning, cell maturation, or subtype-specific pathological responses.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Introduction

    The study reveals convergent pathways of neurodevelopmental disruption and hallmarks of incipient neurodegeneration in the early postnatal Ts21 dlPFC.

    “We reveal convergent pathways of neurodevelopmental disruption and hallmarks of incipient neurodegeneration in the early postnatal Ts21 dlPFC.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data
    § RESULTS

    After stringent quality control, a total of 220,956 nuclei were retained for analysis.

    “After implementing stringent quality control (Methods) , a total of 220,956 nuclei were retained for analysis (Fig. 1C and fig. S1, A to J).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data
    § Genome-wide transcriptional and chromatin remodeling in Ts21

    The predominance of promoter-associated DARs suggests broad dysregulation of transcriptional activation, whereas distal accessibility changes reflect putative disrupted enhancer-promoter interactions.

    “The predominance of promoter-associated DARs suggests broad dysregulation of transcriptional activation, whereas distal accessibility changes reflect putative disrupted enhancer-promoter interactions.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Chromosome 21 chromatin accessibility and gene expression in Ts21

    This demonstrates the nonuniformity of accessibility and gene expression within Chr21, underscoring both localized dosage effects and broader trans-acting regulatory disruptions in Ts21.

    “This demonstrates the nonuniformity of accessibility and gene expression within Chr21, underscoring both localized dosage effects and broader trans-acting regulatory disruptions in Ts21.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductown data
    § Genome-wide transcriptional and chromatin remodeling in Ts21

    After stringent quality control, snATAC-seq data from 124,105 nuclei were retained for downstream analyses.

    “After implementing stringent quality control (Methods) , snATAC-seq data from 124,105 nuclei were retained for downstream analyses (fig. S1, E to H, table S1).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § Chromosome 21 chromatin accessibility and gene expression in Ts21

    These findings suggest inter-chromosomal regulatory interactions or shared mechanisms of epigenetic dysregulation at the chromosomal scale.

    “These findings are of particular importance given the altered nuclear architecture in trisomic cells, suggesting inter-chromosomal regulatory interactions or shared mechanisms of epigenetic dysregulation at the chromosomal scale.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Conserved ExN:InN neuron ratio and global synaptic dysfunction in the Ts21 dlPFC

    These results reveal shared molecular perturbations across inhibitory and excitatory neuron subclasses, uncovering a pan-neuronal signature of metabolic and synaptic gene dysregulation.

    “These results reveal shared molecular perturbations across inhibitory and excitatory neuron subclasses, uncovering a pan-neuronal signature of metabolic and synaptic gene dysregulation.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § RESULTS

    Aberrant glial and ExN populations clustered more closely with microglia subclasses, suggesting activation of inflammatory/immune-related transcriptional programs.

    “Aberrant glial and ExN populations clustered more closely with microglia subclasses, suggesting activation of inflammatory/immune-related transcriptional programs.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Metabolic and synaptic deficits in Ts21 excitatory neurons

    Chr21 TF-mediated dysregulation predominantly affects metabolic and proteostatic pathways in Ts21, whereas immune and synaptic gene perturbations reflect downstream pathological processes.

    “These findings suggest that Chr21 TF-mediated dysregulation predominantly affects metabolic and proteostatic pathways in Ts21, whereas immune and synaptic gene perturbations reflect downstream pathological processes.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Metabolic and synaptic deficits in Ts21 excitatory neurons

    The more pronounced increase in L2-3 IT neuron composition during the early postnatal period, together with elevated expression of proapoptotic factors, suggests prenatal overproduction of upper-layer IT neurons followed by apoptotic elimination during later postnatal maturation.

    “However, the more pronounced increase in L2-3 IT neuron composition we observed during the early postnatal period, together with elevated expression of proapoptotic factors, suggests prenatal overproduction of upper-layer IT neurons followed by apoptotic elimination during later postnatal maturation.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Molecular signatures of Ts21 astrocyte dysfunction reveal regulators of reactivity, stress, and cell survival

    Astrocyte reactivity in control samples is likely related to postmortem interval, with enrichment for hypoxia-dependent gene expression and activation of the TP53-dependent apoptotic pathway.

    “We identified enrichment of TP53 and executioner caspase CASP7 expression specifically in control reactive astrocytes, suggesting that astrocyte reactivity in control samples is likely related to postmortem interval, with enrichment for hypoxia-dependent gene expression and activation of the TP53-dependent apoptotic pathway (Fig. 6, G to I).”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductown data
    § Immunohistochemistry and confocal microscopy

    To quantify HLA-DRB1+/AIF1+ microglia, images from five independent regions of grey matter and five independent regions of white matter were acquired from each tissue section, with n=3 sections per condition.

    “To quantify the number of HLA-DRB1+/AIF1+ microglia, images from five independent regions of the grey matter and five independent regions of the white matter were acquired from each tissue section (n=3 sections per condition) using a Nikon A1 confocal microscope.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § Conclusions

    Interferon-responsive microglia have been shown to be highly phagocytic and actively shape cortical development.

    “This is especially relevant given interferon-responsive microglia have been shown to be highly phagocytic and actively shape cortical development (76), suggesting that interferon-induced microglia pathologically and excessively prune synapses critical for physiological circuit maturation in the Ts21 dlPFC.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [76] 76. Escoubas CC, Dorman LC, Nguyen PT, Lagares-Linares C, Nakajo H, Anderson SR, Barron JJ, Wade SD, Cuevas B, Vainchtein ID, Silva NJ, Guajardo R, Xiao Y, Lidsky PV, Wang EY, Rivera BM, Taloma SE, Kim DK, Kaminskaya E, Nakao-Inoue H, Schwer B, Arnold TD, Molofsky AB, Condello C, Andino R, Nowakowski TJ, Molofsky AV, Type-I-interferon-responsive microglia shape cortical development and behavior. Cell 187, 1936-1954.e24 (2024). [PubMed: 38490196] source
  • The quote only partly states this claim.

    Study design and conductown data
    § snATAC peak GREAT analysis

    The enrichment for active enhancer and promoter states and underrepresentation of heterochromatin support the validity of the genomic regions identified in the peak analysis.

    “These results serve as a quality control measure, supporting the validity of the genomic regions identified in the peak 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
    § snRNA-seq data processing

    Both genotypes underwent the same QC pipeline, with genotype-specific upper thresholds for UMI counts.

    “Notably, both genotypes underwent the same QC pipeline, with the caveat of genotype-specific upper thresholds for UMI counts.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation
    § Dysregulated neuroimmune crosstalk and subtype-specific molecular features of Ts21 microglia

    Complement components are critical for synaptic tagging and engulfment.

    “Ts21 microglia exhibited pronounced upregulation of complement components - critical for synaptic tagging and engulfment (67) - alongside elevated expression of MHC class I/II receptors (Fig. 7, I to L).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [67] 67. Stevens B, Allen NJ, Vazquez LE, Howell GR, Christopherson KS, Nouri N, Micheva KD, Mehalow AK, Huberman AD, Stafford B, Sher A, Litke AM, Lambris JD, Smith SJ, John SWM, Barres BA, The classical complement cascade mediates CNS synapse elimination. Cell 131, 11641178 (2007). [PubMed: 18083105] source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning
    § Chromatin-accessibility and gene-expression at the chromosome-scale

    A substantial part of chromosome 21 is masked in the hg38 assembly, as visible in the chromosome-wide visualization.

    “A substantial part of chr21 is consequently masked in the hg38 assembly, notable in the chromosome-wide visualization (Fig. 2D and fig. S6A).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data
    § Conclusions

    We identified inflammatory mediators that drive this activation and further potentiate interferon receptor expression through regulation of the pro-inflammatory interferon receptor IFNGR2.

    “We identified inflammatory mediators that drive this activation and further potentiate interferon receptor expression through regulation of the pro-inflammatory interferon receptor IFNGR2.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Conclusions

    This astrocyte reactivity is driven in part by activation of the key transcription factor AP-1 complex and is accompanied by suppression of homeostatic gene expression and upregulation of cell-survival gene expression programs.

    “We identified that this reactivity is driven in part by the activation of the key transcription factor AP-1 complex and is accompanied by the suppression of homeostatic gene expression and upregulation of cell-survival gene expression programs.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data
    § Cell intrinsic gene regulation in Ts21 neuroinflammatory microglial activation

    Both control and Ts21 cells were enriched for microglia-specific markers and lacked molecular features of non-resident immune cells.

    “Both control and Ts21 cells were enriched for microglia-specific markers and lacked molecular features of non-resident immune cells (fig. S15A).”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning
    § snRNA-seq data processing

    An adaptive thresholding approach tailored to each genotype was implemented to ensure equitable retention of high-quality nuclei across Ts21 and control samples.

    “To address this, we implemented an adaptive thresholding approach tailored to each genotype to ensure equitable retention of high-quality nuclei across Ts21 and control samples.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § Molecular signatures of Ts21 astrocyte dysfunction reveal regulators of reactivity, stress, and cell survival

    AP-1 and stress response components are central regulators of astrocyte pathology and have potential as therapeutic targets for modulating astrocyte dysfunction in DS and related neurodegenerative disorders.

    “The identification of AP-1 and stress response components as central regulators of astrocyte pathology highlights their potential as therapeutic targets for modulating astrocyte dysfunction in DS and related neurodegenerative disorders.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given
    § Alignment and processing of snMultiome data

    All Ts21 and control samples were treated identically in the alignment and processing of snMultiome data.

    “All Ts21 and control samples were treated identically in this portion of the analysis.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductown data
    § Immunohistochemistry and confocal microscopy

    HLA-DRB1 integrated density was measured and cell total corrected fluorescence (CTCF) was calculated after background subtraction.

    “The HLA-DRB1 integrated density (sum of all pixel intensities) of each microglia ROI along with one background ROI was recorded and the cell total corrected fluorescence (CTCF) was calculated after background subtraction (CTCF = integrated density of signal - [area of signal ROI * mean intensity of background ROI]).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Conclusions

    The concurrence of neurodevelopmental deficits and neurodegenerative signatures supports a model in which these processes are mechanistically interconnected, potentially compounding cognitive and functional impairment from the earliest stages of life in DS.

    “The concurrence of neurodevelopmental deficits and neurodegenerative signatures supports a model in which these processes are mechanistically interconnected, potentially compounding cognitive and functional impairment from the earliest stages of life in DS.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The early postnatal period is a critical window for synaptogenesis and complement-dependent synaptic pruning.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data
    § Multiplexed immunoassay

    A subsequent Bradford assay confirmed uniform protein concentrations across all samples following dilution.

    “A subsequent Bradford assay was performed to confirm uniform protein concentrations across all samples following dilution.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data
    § Conclusions

    This study presents a comprehensive single-nucleus multiomic analysis of the early postnatal dlPFC in Down syndrome, revealing a complex landscape of molecular and cellular dysregulation that underpins both neurodevelopmental and neurodegenerative features of this disorder.

    “This study presents a comprehensive single-nucleus multiomic analysis of the early postnatal dlPFC in Down syndrome, revealing a complex landscape of molecular and cellular dysregulation that underpins both the neurodevelopmental and the neurodegenerative features of this disorder.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning
    § Chromatin-accessibility and gene-expression at the chromosome-scale

    In the chromosome-wide view, chromosome 21 presents distinct genome sequence biology on the short arm compared to the rest of the chromosome.

    “In this view, chr21 presents distinct genome sequence biology on the short arm compared to the rest of the chromosome.”
    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
    § Multiplexed immunoassay

    All samples and standards were analyzed in duplicate, and mean values were used for subsequent analyses.

    “All samples and standards were analyzed in duplicate, and mean values were used for subsequent analyses.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given
    § RNA extraction, cDNA synthesis, and droplet digital polymerase chain reaction (ddPCR)

    No-template and no-reverse transcription (no-RT) controls were included for each reverse transcription run.

    “No-template and no-reverse transcription (no-RT) controls were included for each reverse transcription run.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given
    § Multiplexed immunoassay

    Analytes with measured concentrations below the lowest detectable standard were excluded from downstream analyses.

    “Analytes with measured concentrations below the lowest detectable standard were excluded from downstream analyses.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data
    § Cell intrinsic gene regulation in Ts21 neuroinflammatory microglial activation

    The regulation of IFNGR2 by RUNX1 and NFKB1 suggests a Chr21-driven positive feedback loop wherein RUNX1 enhances IFNGR2 expression, thereby exacerbating interferon signaling and inflammation.

    “Network analysis further revealed key interactions associated with inflammation, including regulation of the Chr21-encoded interferon receptor IFNGR2 by both RUNX1 and NFKB1, suggesting a Chr21-driven positive feedback loop wherein RUNX1 enhances IFNGR2 expression, thereby exacerbating interferon signaling and inflammation (fig. S16A).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Dysregulated neuroimmune crosstalk and subtype-specific molecular features of Ts21 microglia

    Neuroimmune dysfunction plays a role in disrupted synaptic refinement during Ts21 early brain development, and key pathways and cell subtypes are identified for potential therapeutic intervention.

    “These findings underscore the role of neuroimmune dysfunction in disrupted synaptic refinement during Ts21 early brain development and identify key pathways and cell subtypes for potential therapeutic intervention.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Conclusions

    Glial and immune state alterations are amplified by dysregulated cytokine signaling and enhanced vascular-immune-glial crosstalk, establishing a multicellular feedforward inflammatory axis in the Ts21 brain.

    “We further identified glial and immune state alterations to be amplified by dysregulated cytokine signaling and enhanced vascularimmune-glial crosstalk, establishing a multicellular feedforward inflammatory axis in the Ts21 brain.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims. The quote only partly states this claim.

    Study design and conductnone given
    § Postmortem brain samples

    This study was performed in accordance with ethical and legal guidelines of University of Wisconsin-Madison IRB and NIH/WMA Declaration of Helsinki.

    “This study was performed in accordance with the ethical and legal guidelines of the University of Wisconsin-Madison Institutional Review Board.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data
    § Cell intrinsic gene regulation in Ts21 neuroinflammatory microglial activation

    Decreased PPARG repressor regulon activity indicates diminished suppression of inflammatory gene expression alongside activation of pro-inflammatory pathways.

    “We identified decreased activity of the PPARG repressor regulon, indicating diminished suppression of inflammatory gene expression alongside the activation of pro-inflammatory pathways (fig. S14).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data
    § snRNA-seq data processing

    Harmony was applied to correct for batch effects.

    “To correct for batch effects, we applied Harmony v1.2.3 (14) within Seurat.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given
    § Multiplexed immunoassay

    Assay quality was evaluated based on intra-assay coefficients of variation (CV) and adherence of standard values to expected ranges.

    “Assay quality was evaluated based on intra-assay coefficients of variation (CV) and adherence of standard values to expected ranges.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data
    § snATAC differentially accessible region analysis

    The general asymmetry of DARs was recapitulated across several DAR-calling methods, with overall statistics comparable (Poisson) or greater (Wilcoxon) than logistic regression.

    “The general asymmetry of DARs was well recapitulated in the results of these methods and the overall statistics of DARs were found comparable (Poisson) or greater (Wilcoxon) than those from logistic regression analysis (fig. S4, E to G).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning
    § Conclusions

    These findings underscore the necessity for early biomarker development, therapeutic innovation, and clinical trials targeting disease modification within this critical developmental window.

    “These findings shift the temporal onset of DS-associated neurodegenerative processes to the early postnatal period and underscore the necessity for early biomarker development, therapeutic innovation, and clinical trials targeting disease modification within this critical developmental window.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The early postnatal period is a critical window for synaptogenesis and complement-dependent synaptic pruning.
  • May combine two claims. The quote only partly states this claim.

    Study design and conductown data
    § snATAC differentially accessible region analysis

    Repeating the DA peak analysis using the earliest sample pair showed comparable asymmetry in DARs and recapitulated trends across all three statistical methods, supporting robustness and generalizability of the primary findings.

    “This analysis demonstrated a comparable asymmetry in DARs and recapitulated the trends observed across all three statistical methods, thereby supporting the robustness and generalizability of the primary findings (fig. S4J).”
    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
    § Multiplexed immunoassay

    Standard curves were generated for each analyte using the provided standard mixes, and sample concentrations were interpolated using a five-parameter logistic (5-PL) curve fit.

    “Standard curves were generated for each analyte using the provided standard mixes (A, B, and F), and sample concentrations were interpolated using a five-parameter logistic (5-PL) curve fit within the ThermoFisher ProcartaPlex Analysis App.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The five-parameter logistic curve fit accurately interpolates sample concentrations.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data
    § snRNA-seq data processing

    Doublet removal used an ensemble approach, classifying a nucleus as a doublet if flagged by at least two of three methods.

    “We incorporated three tools: DoubletFinder v2.0.4 (81), Scrublet v0.2.3 (82), and scDBIFinder v1.18.0 (83) and classified a nucleus as a doublet if it was flagged by at least two of the three methods.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given
    § Protein extraction and Western blotting

    Target protein intensity was normalized to total protein intensity.

    “Target protein intensity was normalized to total protein intensity and statistical significance of agematched Ts21 and control samples was tested using a two-tailed unpaired t-test (GraphPad Prism).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Total protein staining accurately reflects protein loading and is not differentially affected between Ts21 and control samples.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data
    § Protein extraction and Western blotting

    Protein concentrations were quantified using the colorimetric DC protein assay with a standard curve for calibration.

    “Protein concentrations were quantified using the colorimetric DC protein assay (Bio-Rad #5000112) according to the manufacturer's instructions, with a standard curve for calibration.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data
    § Dysregulated neuroimmune crosstalk and subtype-specific molecular features of Ts21 microglia

    Key regulators of microglial inflammation and interferon activation include Chr21-encoded factors such as RUNX1 and IFNGR2 and broader non-cell-autonomous inflammatory signaling as central drivers of Ts21 neuroinflammation.

    “Together, these findings identify key regulators of microglial inflammation and interferon activation, highlighting both Chr21-encoded factors, such as RUNX1 and IFNGR2, and broader non-cell-autonomous inflammatory signaling as central drivers of Ts21 neuroinflammation.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given
    § RNA extraction, cDNA synthesis, and droplet digital polymerase chain reaction (ddPCR)

    Target gene concentrations were normalized to the housekeeping gene ACTR3.

    “Target gene concentrations were normalized to the housekeeping gene (ACTR3) and statistical significance of age-matched Ts21 and control samples was tested using a two-tailed unpaired t-test (GraphPad Prism).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: ACTR3 is a stable housekeeping gene whose expression does not differ systematically between Ts21 and control samples.
  • May combine two claims.

    Interpretationcitation
    § Conclusions

    The AP-1 complex has emerged as a potential therapeutic target bridging interferon signaling and downstream cellular pathology in Ts21 and represents a potential target for modulation of astrocytes in Down syndrome.

    “The AP-1 complex has emerged as a potential therapeutic target bridging interferon signaling and downstream cellular pathology in Ts21 and represents a potential target for the modulation of astrocytes in Down syndrome (25).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Conclusions

    The shared patterns of differential accessibility highlight a pervasive epigenetic reorganization that extends beyond classical gene dosage effects and implicates both local and trans-acting regulatory mechanisms in molecular pathogenesis.

    “We uncovered shared patterns of differential accessibility, highlighting a pervasive epigenetic reorganization that extends beyond classical 'gene dosage effects' and implicates both local and trans-acting regulatory mechanisms in molecular pathogenesis.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Conclusions

    These findings establish a molecular framework for the circuit-level dysfunction observed in Down syndrome and highlight the vulnerability of neurite outgrowth, synaptic formation, and functional maturation during early postnatal brain development.

    “These findings establish a molecular framework for the circuit-level dysfunction observed in Down syndrome and highlight the vulnerability of neurite outgrowth, synaptic formation, and functional maturation during early postnatal brain development.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The early postnatal period is a critical window for synaptogenesis and complement-dependent synaptic pruning.
  • May combine two claims.

    Interpretationown data
    § Dysregulated neuroimmune crosstalk and subtype-specific molecular features of Ts21 microglia

    These results demonstrate unique molecular signatures of Ts21 activated microglial subtypes, highlighting key functional differences in complement-mediated phagocytic activity and antigen presentation.

    “Together, these results demonstrate unique molecular signatures of Ts21 activated microglial subtypes, highlighting key functional differences in complement-mediated phagocytic activity and antigen presentation.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § References and Notes

    Ts21 microglia show dysregulated neuroimmune crosstalk and subtype-specific molecular features.

    “Fig. 7. Dysregulated neuroimmune crosstalk and subtype-specific molecular features of Ts21 microglia”
    Quote in the paperSubstantial claim
117 of 117
  • The paper relies on this without support.

    The molecular mechanisms underlying DS neurodevelopmental impairments remain poorly understood.

    “The molecular mechanisms underlying these neurodevelopmental impairments remain poorly understood.”
  • The paper relies on this without support.

    Chromosome 21 is the genomic epicenter of Ts21 pathophysiology.

    “Chromosome 21 (Chr21) is the genomic epicenter of Ts21 pathophysiology.”
  • The paper relies on this without support.

    The early postnatal period is a critical window for synaptogenesis and complement-dependent synaptic pruning.

    “Inflammatory signaling and microglial activation are particularly consequential during the early postnatal period, a critical window for synaptogenesis and complement-dependent synaptic pruning.”
  • The paper relies on this without support.

    The accuracy of cell type annotation depends on the clustering method's ability to identify transcriptomically similar cells.

    “The accuracy of cell type annotation is highly dependent on the ability of the clustering method to identify transcriptomically similar cells.”
  • The paper relies on this without support.

    ACTR3 is a stable housekeeping gene whose expression does not differ systematically between Ts21 and control samples.

    “Target gene concentrations were normalized to the housekeeping gene (ACTR3)”
  • The paper relies on this without support.

    Total protein staining accurately reflects protein loading and is not differentially affected between Ts21 and control samples.

    “Target protein intensity was normalized to total protein intensity”
  • The paper relies on this without support.

    The ProcartaPlex assay accurately measures the targeted inflammatory cytokines and adhesion molecules in human cortical tissue.

    “The ProcartaPlex ™ Human Inflammation Panel, 20plex bead-based multiplex immunoassay (Thermo Fisher Scientific, Catalog No. EPX200-12185-901) was used to simultaneously profile inflammatory cytokines and adhesion molecules in human cortical tissue.”
  • The paper relies on this without support.

    The five-parameter logistic curve fit accurately interpolates sample concentrations.

    “sample concentrations were interpolated using a five-parameter logistic (5-PL) curve fit”
8 of 8

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.

  • Figure 7 reverses the P-selectin and E-selectin panel labels

    Minor

    The results assign E-selectin to Fig. 7G and P-selectin to Fig. 7H, while the caption assigns P-selectin to G and E-selectin to H.

  • Figure 7 calls a microglial marker an astrocyte marker

    Minor

    The results identify APBB1IP as a pan-microglial marker used to subset microglia, but the Figure 7 caption calls it a pan-astrocyte marker.

2 of 2

Cites

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Authors
Risgaard, R. D., Hanthanan Arachchilage, K., Knaack, S. A., Hosseini, M., Chen, R. J., Kumarage, P., Schmidt, D. K., Huang, X., Sheng, J., Wang, C. J., Giusti, E., Liu, S., Zhang, S.-C., Wang, D., Bhattacharyya, A., & Sousa, A. M. M.
Affiliations
  • University of Wisconsin–Madison (US)
  • Waisman Center, University of Wisconsin–Madison, Madison, WI, USA.
Venue
Science
Published
2026-04-23
Volume
392
Issue
6796
Pages
eaea1549-eaea1549
ISSN
  • 0036-8075 (ISSN-L)
  • 1095-9203
OpenAlex
W4412017127
Cited by
12
References
75
Citations by year
2026: 9 · 2025: 3
FWCI
54.50
Type
journal article
Language
en
Open access
Locations
  • Science (publishedVersion)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (submittedVersion)
Funders
  • National Institutes of Health (1R01HD106197, R01AG067025, RF1MH128695, 1F30MH140382-01, T32 GM140935, P50HD105353, P30 EY016665)
  • Morse Society (Fellowship)
  • Morse Society Fellowship
  • Brain Research Foundation (BRFSG-2023-11)
Topics
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Down syndrome and intellectual disability research
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetics and Neurodevelopmental Disorders
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
Keywords
Down syndrome, prefrontal cortex, postnatal brain development, chromatin accessibility, gene expression, neuroinflammation, oligodendrocyte lineage, synaptogenesis, intellectual disability, neurodevelopmental disorders, single-nucleus multiomics, neurodegeneration

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