PreprintCited by 4RNA Interference and Gene DeliveryBarrier Structure and Function StudiesNanoparticle-Based Drug Delivery

Lipid-siRNA conjugate accesses a perivascular transport mechanism and achieves widespread and durable knockdown in the central nervous system

Open access
Sorets, Alexander, Schwensen, Katrina, Francini, Nora, Kjar, Andrew, Abdulrahman, Adam, Shostak, Alena, Katdare, Ketaki, Schoch, Kathleen +14 more·2024·bioRxiv (Cold Spring Harbor Laboratory)

Abstract

Short-interfering RNA (siRNA) has gained significant interest for treatment of neurological diseases by providing the capacity to achieve sustained inhibition of nearly any gene target. Yet, efficacious drug delivery throughout deep brain structures of the CNS remains a considerable hurdle for intrathecally administered therapeutics. We herein describe an albumin-binding lipid-siRNA conjugate that transports along meningeal and perivascular CSF pathways, leading to broad dispersion throughout the CNS parenchyma. We provide a detailed examination of the temporal kinetics of gene silencing, highlighting potent knockdown for up to five months from a single injection without detectable toxicity. Single-cell RNA sequencing further demonstrates gene silencing activity across diverse cell populations in the parenchyma and at brain borders, which may provide new avenues for neurological disease-modifying therapies.

AI snapshot

Written from the paper’s full text.

TL;DR

An albumin-binding lipid-siRNA conjugate (L2-siRNA) delivered into CSF traffics along meningeal and perivascular pathways, disperses broadly through CNS parenchyma, and produces durable target knockdown in mice and rats. A single ICV dose silenced Htt for up to five months without detectable toxicity, and scRNA-seq showed silencing across diverse parenchymal and brain-border cell types.

Key findings

L2-siRNA localized to perivascular spaces between Glut1+ endothelial cells and Aquaporin-4+ glia limitans, with greater perivascular delivery than Chol-siRNA, and reached deep brain and spinal cord regions after ICV in mice and intrathecal delivery in rats.

  • ICV 15 nmol L2-siRNAHtt produced >50% Htt mRNA knockdown in all brain regions tested at 1 month; mRNA silencing persisted in all examined parenchymal regions at 5 months, with HTT protein reduced in striatum and hippocampus at 5 months. In spinal cord, L2-siRNA levels decreased linearly from ~3 ng/mg to ~1 ng/mg over 1–5 months, while mRNA and protein silencing remained high.
  • scRNA-seq after 15 nmol L2-siRNAPpib at 1 month showed average Ppib knockdown of 45% in Cd11bpos and 65% in Cd11bneg cells by qRT-PCR; homeostatic microglia ~40%, activated microglia ~50%, resident CNS macrophages ~70%, inner arachnoid/arachnoid barrier fibroblasts ~75% versus dural border cells 30%, plus robust MHCII+ macrophage and choroid plexus epithelial silencing.
  • L2-siRNAHtt was more potent than equimolar ASOHtt, with striatal Htt reduction of ~80% versus ~25%; no detectable toxicity was observed, including no astrogliosis, unchanged Iba1, no cytokine/chemokine/growth factor differences at 15 or 5 nmol, and no serum marker changes.

Methods

Oligonucleotides were synthesized and characterized, with in vitro N2a neuroblastoma uptake/silencing assays and FPLC assessment of albumin binding in human CSF.

  • Adult C57BL/6J male mice (10–16 weeks) received ICV injections: 15 nmol for gene silencing, 10 nmol Cy5-labeled siRNA for biodistribution, and 2 µl versus 10 µl volume controls at equivalent 2 nmol dose. Sprague Dawley rats received lumbar intrathecal catheter injections for 48-hour biodistribution (30 nmol Cy5-L2-siRNA) and 1-month Htt silencing (60 nmol L2-siRNAHtt).
  • Main analyses included RT-qPCR, Western blotting, peptide nucleic acid hybridization for antisense-strand quantification, histology/confocal and CLARITY light-sheet imaging, flow cytometry, scRNA-seq (PIPseq/Seurat), cytokine ELISA, and toxicity marker assessment.

Limitations

The paper does not include a formal limitations section. Stated in the text: mechanisms governing perivascular transport are not fully understood and warrant further investigation; Lyve1+ macrophages were too sparse to evaluate knockdown; neurons had low capture and could not be subclustered; oligodendrocytes were excluded from flow cytometry because myelin can promote nonspecific binding.

  • Evident from the text: all in vivo efficacy and toxicity data come from mice and rats, with no non-human primate or human data; long-term toxicity beyond 5 months and across other doses was not assessed.
  • Evident from the text: scRNA-seq used Ppib rather than a disease target, and myeloid enrichment prior to barcoding may bias cell-type representation.

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

Integrity signals

Registry

Crossref · 10.1101/2024.06.09.598079

Cites

58 of 58 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

34 of 45 cited sources checked · 14 supported · 1 flagged · accuracy not yet measured

  • Premisecitation

    Systemic administration of siRNA-based therapeutics does not reach the CNS in meaningful concentrations due to the blood-brain barrier.

    “Unfortunately, at present, systemic administration of siRNA-based therapeutics do not reach the CNS in meaningful concentrations due to the blood-brain barrier (BBB).3”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [3] Wu D. The blood–brain barrier: structure, regulation, and drug delivery. Signal Transduct. Target. Ther. 8, 1– 27 (2023). 37231000 PMC10212980 source

      The Introduction (page unavailable) says the intact BBB excludes macromolecular therapeutics from the brain, supporting the general delivery barrier. It does not establish that systemically administered siRNA therapeutics, as a class, fail to reach meaningful CNS concentrations; the “Other non-invasive strategies” section describes an injected siRNA nanoparticle formulation that improved BBB crossing. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Premisecitation

    The striatum receives the most perivascular CSF flow.

    “Intriguingly, multiple orthogonal studies suggest that the striatum receives the most perivascular CSF flow, highlighting the potential of this transport pathway for accessing deep brain structures.15,16”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [15] Rey J. A. Perivascular network segmentations derived from high-field MRI and their implications for perivascular and parenchymal mass transport in the rat brain. Sci. Rep. 13, 9205 (2023). 37280246 PMC10244386 source

      The Results report that the striatum had the highest average percentage of segmented perivascular volume after contrast-agent infusion. That measures tracer uptake, not CSF flow; the authors also note that infusion into periventricular tissue in one rat likely increased the striatal measurement. The Discussion says their MRI data do not establish the direction of transport, so the paper does not show that the striatum receives the most perivascular CSF flow. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites [16] Albargothy N. J. Convective influx/glymphatic system: tracers injected into the CSF enter and leave the brain along separate periarterial basement membrane pathways. Acta Neuropathol. (Berl.) 136, 139– 152 (2018). 29754206 PMC6015107 source

      The Results (page unavailable) report deep periarterial tracer penetration in the caudoputamen, a striatal region, and the greatest penetration there at 30 minutes in older mice. But the pons had the greatest penetration at 5 minutes, and the study measured tracer penetration distance, not which region receives the most CSF flow. The unqualified claim that the striatum receives the most perivascular CSF flow therefore overstates the finding. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Premisecitation

    High local concentrations of cholesterol are toxic.

    “In addition to reducing penetration and delivery homogeneity, high local concentrations of cholesterol are toxic.26,27”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [26] Nikan M. Docosahexaenoic Acid Conjugation Enhances Distribution and Safety of siRNA upon Local Administration in Mouse Brain. Mol. Ther. Nucleic Acids 5, e344 (2016). 27504598 PMC5023396 source

      The Results section reports severe toxicity with cholesterol-conjugated, fully modified siRNA above 25 µg and links it to accumulation near the injection site. The Discussion likewise attributes the observed toxicity to local retention of the conjugate. Neither passage establishes that high local concentrations of cholesterol itself are toxic. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [27] Sarli S. L. Quantifying the activity profile of ASO and siRNA conjugates in glioblastoma xenograft tumors in vivo. Nucleic Acids Res. gkae260 (2024) doi: 10.1093/nar/gkae260. PMC11109979 38613388 source

      The Results section reports acute neurotoxicity in mice after intratumoral injection of cholesterol-conjugated siRNA, and the Discussion describes that conjugate as more neurotoxic than less hydrophobic alternatives (page unavailable). The paper does not establish that high local concentrations of cholesterol itself are toxic or test a concentration-dependent effect. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Premisecitation

    Perivascular transport has been investigated for antibody-based therapies and ASOs but not for siRNA.

    “While perivascular transport has been investigated for antibody-based therapies8 and ASOs,17 it has not been examined for siRNA.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [8] Pizzo M. E. Intrathecal antibody distribution in the rat brain: surface diffusion, perivascular transport and osmotic enhancement of delivery. J. Physiol. 596, 445– 475 (2018). 29023798 PMC5792566 source
    • cites [17] Mazur C. Brain pharmacology of intrathecal antisense oligonucleotides revealed through multimodal imaging. JCI Insight 4, e129240. PMC6824309 31619586 source
  • Premisecitation

    C16-siRNA did not achieve knockdown in the striatum of rats.

    “Notably, C16-siRNA did not achieve knockdown in the striatum of rats, and the divalent siRNA was not effective throughout the striatum of Dorset sheep.22,49”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [22] Brown K. M. Expanding RNAi therapeutics to extrahepatic tissues with lipophilic conjugates. Nat. Biotechnol. 40, 1500– 1508 (2022). 35654979 source
    • cites [49] Ferguson C. M. Comparative route of administration studies using therapeutic siRNAs show widespread gene modulation in Dorset sheep. JCI Insight 6, e152203 (2021). 34935646 PMC8783676 source

      The Results section reports di-siRNA silencing in Dorset sheep, including variable effects in the caudate and putamen. Our copy does not report whether C16-siRNA achieved striatal knockdown in rats; searches for C16-siRNA and rat striatal knockdown found no passage addressing that claim. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
  • May combine two claims. 34
  • Classified as probably not a substantial claim. 33
  • The quote only partly states this claim. 1
  • May combine two claims.

    Premisecitation

    Unconjugated siRNA administered carrier-free into CSF disperses homogenously into the CNS but is not sufficiently internalized by cells to achieve sustained gene silencing.

    “For example, unconjugated siRNA structures administered carrier-free into CSF are able to disperse homogenously into the CNS but are not sufficiently internalized by cells to achieve sustained gene silencing.22”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [22] Brown K. M. Expanding RNAi therapeutics to extrahepatic tissues with lipophilic conjugates. Nat. Biotechnol. 40, 1500– 1508 (2022). 35654979 source

      The Discussion (page unavailable) says siRNAs lacking C16 do not disperse broadly into CNS tissue and are functionally taken up near the injection site—the opposite of homogeneous dispersal with insufficient cellular uptake. The CNS-delivery results (page unavailable) do support limited sustained silencing: an unconjugated siRNA had minimal spinal-cord activity and no brain activity three months after dosing. (LLM, conf=0.88)

      Checked by a reasoning model — may be wrong.

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

    Premisecitation

    L2-siRNA was optimized in the context of intravenous delivery for albumin hitchhiking toward delivery to tumors.

    “We recently developed a lipid-siRNA conjugate termed “L2-siRNA” that was optimized in the context of intravenous delivery for albumin hitchhiking toward delivery to tumors.30”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [30] Hoogenboezem E. N. Structural optimization of siRNA conjugates for albumin binding achieves effective MCL1-directed cancer therapy. Nat. Commun. 15, 1581 (2024). 38383524 PMC10881965 source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Albumin-binding dyes have reduced clearance to the periphery after ICV infusion in mice and accumulate in perivascular compartments after ICV injection in rats.

    “Prior studies have shown that albumin-binding dyes have reduced clearance to the periphery after intracerebroventricular (ICV) infusion in mice28 and accumulate in perivascular compartments after ICV injection in rats.15,29”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites [28] Ma Q., Ineichen B. V., Detmar M. & Proulx S. T. Outflow of cerebrospinal fluid is predominantly through lymphatic vessels and is reduced in aged mice. Nat. Commun. 8, 1434 (2017). 29127332 PMC5681558 source

      The Results section, “CSF outflow of small molecules through the lymphatic system” (page unavailable), reports that less Evans blue reached the bloodstream than two other tracers after ventricular infusion in mice. Our copy does not identify Evans blue as albumin-binding, so that characterization is not verified here. The rat finding is attached to different citations in the citing sentence, not to this paper. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [15] Rey J. A. Perivascular network segmentations derived from high-field MRI and their implications for perivascular and parenchymal mass transport in the rat brain. Sci. Rep. 13, 9205 (2023). 37280246 PMC10244386 source

      The Results report extensive perivascular uptake after intraventricular infusion in rats, but the tracer was Gd-DTPA-albumin, not an albumin-binding dye (Methods, Magnetic resonance imaging experiments; page unavailable). The mouse-clearance clause is attached to a different citation and is not assessed here. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites [29] Magdoom K. N. MRI of Whole Rat Brain Perivascular Network Reveals Role for Ventricles in Brain Waste Clearance. Sci. Rep. 9, 11480 (2019). 31391474 PMC6685961 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Several ASO therapies targeting genes in the spinal cord provide clinical benefit after intrathecal administration, with Spinraza and Tofersen extending survival in SMA and ALS patients.

    “Notably, several ASO therapies targeting genes in the spinal cord provide clinical benefit after intrathecal administration; Spinraza and Tofersen have extended survival for patients with Spinal Muscular Atrophy and Amyotrophic Lateral Sclerosis, respectively.5,6”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [5] Finkel R. S. Nusinersen versus Sham Control in Infantile-Onset Spinal Muscular Atrophy. N. Engl. J. Med. 377, 1723– 1732 (2017). 29091570 source
    • cites [6] Miller T. M. Trial of Antisense Oligonucleotide Tofersen for SOD1 ALS. N. Engl. J. Med. 387, 1099– 1110 (2022). 36129998 source

      The trial description (p. 1100) confirms that tofersen is an intrathecally administered ASO studied in adults with SOD1 ALS. The combined VALOR and open-label extension analysis (p. 1104) reports a lower hazard of death for early-start than delayed-start participants, but says median survival could not be estimated because there were few events; this does not establish that tofersen extended survival for ALS patients generally. This paper does not address Spinraza or SMA. (LLM, conf=0.88)

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

    Premisecitation

    Cholesterol conjugation to siRNA promotes robust cellular association but generates steep concentration gradients around CSF-brain interfaces instead of achieving more homogeneous distribution within the brain.

    “However, cellular uptake can also counter transport; for example, cholesterol to an siRNA promotes robust cellular association, but generates steep concentration gradients around CSF-brain interfaces instead of achieving more homogeneous distribution within the brain.25”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [25] Alterman J. F. Hydrophobically Modified siRNAs Silence Huntingtin mRNA in Primary Neurons and Mouse Brain. Mol. Ther. Nucleic Acids 4, e266 (2015). 26623938 PMC5014532 source

      The Results sections on neuronal internalization and in vivo distribution report that cholesterol-conjugated hsiRNA associates with cells and that fluorescence forms a steep gradient after injection into the mouse striatum. The gradient emanated from the injection site, not a CSF–brain interface. The paper does not establish that cholesterol conjugation caused the limited distribution or compare it with a more homogeneously distributed siRNA. (LLM, conf=0.88)

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

    Premisecitation

    Divalent siRNA exhibited potent Htt knockdown in mice out to 6 months following ICV delivery at 40 nmol.

    “One such compound is the divalent siRNA, a small (~25 kDa) and heavily phosphorothioated conjugate that exhibited potent Htt knockdown in mice out to 6 months following ICV delivery (40 nmol, ~2.67X the dose used here to assess L2-siRNA knockdown).31”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [31] Alterman J. F. A divalent siRNA chemical scaffold for potent and sustained modulation of gene expression throughout the central nervous system. Nat. Biotechnol. 37, 884– 894 (2019). 31375812 PMC6879195 source
  • Classified as probably not a substantial claim.

    Premisecitation

    ASOs may associate with many plasma proteins, including albumin, depending on their chemical composition, particularly the number of phosphorothioate bonds.

    “Depending on their chemical composition (particularly the number of phosphorothioate bonds), ASOs may associate with many plasma proteins, including albumin.48”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [48] Crooke S. T., Vickers T. A. & Liang X. Phosphorothioate modified oligonucleotide–protein interactions. Nucleic Acids Res. 48, 5235– 5253 (2020). 32356888 PMC7261153 source
  • May combine two claims.

    Findingown data

    L2-siRNA antisense strand accumulation in CNS tissue decreases over time, but a considerable amount remains at 3 and 5 months.

    “While siRNA accumulation decreased over time (as expected), a considerable amount of siRNA-L2 was still present at 3 and 5 months, consistent with the recently-posited endolysosomal depot phenomenon.32”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [32] Brown C. R. Investigating the pharmacodynamic durability of GalNAc–siRNA conjugates. Nucleic Acids Res. 48, 11827– 11844 (2020). 32808038 PMC7708070 source
  • May combine two claims.

    Premisecitation

    Htt is a disease-relevant target that is ubiquitously expressed by CNS cells and for which a well-validated siRNA sequence exists.

    “We chose Htt as a disease-relevant target that is ubiquitously expressed by CNS cells and for which a well-validated siRNA sequence exists (“Htt10150”).25”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [25] Alterman J. F. Hydrophobically Modified siRNAs Silence Huntingtin mRNA in Primary Neurons and Mouse Brain. Mol. Ther. Nucleic Acids 4, e266 (2015). 26623938 PMC5014532 source

      The Introduction identifies Htt as the causative gene in Huntington’s disease, and the Results report that HTT10150 silences Htt mRNA in mouse brain. Those passages support the disease relevance of the target and the efficacy of the named siRNA, but our copy does not establish that Htt is ubiquitously expressed by CNS cells. (LLM, conf=0.86)

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

    Premisecitation

    ASOs can be transported along the perivascular route, similar to parent siRNA and L2-siRNA conjugate, but depth of delivery is dose dependent, with perivascular signal in deep brain structures only evident at the highest doses administered intrathecally in rats.

    “A recent study showed that ASOs can be transported along the perivascular route, similar to the parent siRNA and L2-siRNA conjugate, but depth of delivery was dose dependent, with perivascular signal in deep brain structures only evident at the highest doses administered intrathecally in rats.17”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [17] Mazur C. Brain pharmacology of intrathecal antisense oligonucleotides revealed through multimodal imaging. JCI Insight 4, e129240. PMC6824309 31619586 source

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

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

    Premisecitation

    These CSF functions are mediated by cells residing in brain borders of fibroblast or myeloid origin in both homeostatic and disease conditions.

    “These functions are mediated by cells residing in brain borders (of either fibroblast or myeloid origin) in both homeostatic and disease conditions.52”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [52] Faraco G., Park L., Anrather J. & Iadecola C. Brain perivascular macrophages: characterization and functional roles in health and disease. J. Mol. Med. Berl. Ger. 95, 1143– 1152 (2017). PMC5812456 28782084 source

      The Abstract (page not supplied) describes perivascular macrophages as myeloid cells at a brain border and reviews their roles in brain homeostasis and disease. The CNS infections section also discusses meningeal and perivascular macrophages, including their effects in a condition involving CSF. The copy does not establish that fibroblast-origin cells mediate the claimed CSF functions, so it supports only the myeloid-cell portion. (LLM, conf=0.84)

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

    Premisecitation

    MHCII+ BAMs are implicated in neurodegeneration, for example by initiating α-synuclein-mediated neuroinflammatory responses through restimulation of CD4+ T-cells.

    “MHCII+ BAMs are also implicated in neurodegeneration, for example by initiating α-synuclein-mediated neuroinflammatory responses through restimulation of CD4+ T-cells.55”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [55] Schonhoff A. M. Border-associated macrophages mediate the neuroinflammatory response in an alpha-synuclein model of Parkinson disease. Nat. Commun. 14, 3754 (2023). 37365181 PMC10293214 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    CSF facilitates communication between meningeal compartments and CNS parenchyma, functioning to remove waste products and transport antigens.

    “Growing evidence suggests that CSF facilitates communication between meningeal compartments and CNS parenchyma, functioning to remove waste products and transport antigens.51”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [51] Smyth L. C. D. Identification of direct connections between the dura and the brain. Nature 1– 9 (2024) doi: 10.1038/s41586-023-06993-7. PMC11254388 38326613 source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Border-associated macrophages reside in CSF outside the brain parenchyma, primarily in the choroid plexus, meninges, and perivascular spaces, and are central players in maintaining homeostasis and mediating CNS inflammatory responses.

    “Border-associated macrophages also reside in CSF outside of the brain parenchyma, primarily in the choroid plexus, meninges, and perivascular spaces, and are central players both in maintaining homeostasis and mediating CNS inflammatory responses.19,41”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [19] Park L. Brain Perivascular Macrophages Initiate the Neurovascular Dysfunction of Alzheimer Aβ Peptides. Circ. Res. 121, 258– 269 (2017). 28515043 PMC5522360 source

      The Introduction (page not available) places perivascular macrophages in the perivascular space, and the Discussion (page not available) identifies their role in innate immunity and Aβ-induced neurovascular dysfunction. The paper does not establish the broader claim about border-associated macrophages residing in CSF across the choroid plexus and meninges, or their general role in maintaining homeostasis. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [41] Gerganova G., Riddell A. & Miller A. A. CNS border-associated macrophages in the homeostatic and ischaemic brain. Pharmacol. Ther. 240, 108220 (2022). 35667516 source

      The Introduction and §3.2 identify BAMs as non-parenchymal cells at the perivascular, meningeal, and choroid-plexus borders, and discuss their contribution to homeostasis. Section 5.1.2 reports that BAMs change in response to neuroinflammation. The paper does not say that all BAMs reside in CSF, and its more qualified account does not establish them as central mediators of CNS inflammatory responses. Page numbers were not available in our copy. (LLM, conf=0.84)

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

    Premisecitation

    Prior studies showed no evidence of systemic toxicity induced by L2-siRNA after intravenous injection.

    “Consistent with prior studies showing no evidence of systemic toxicity induced by L2-siRNA after intravenous injection,30,46 we similarly did not observe changes in serum markers after ICV injection (Supplementary Fig. 14).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [30] Hoogenboezem E. N. Structural optimization of siRNA conjugates for albumin binding achieves effective MCL1-directed cancer therapy. Nat. Commun. 15, 1581 (2024). 38383524 PMC10881965 source
    • cites [46] Colazo J. M. Albumin-binding RNAi Conjugate for Carrier Free Treatment of Arthritis. bioRxiv 2023.05.31.542971 (2023) doi: 10.1101/2023.05.31.542971. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    The PNA hybridization assay was adapted from previously described methods to quantify absolute siRNA delivery after ICV in mice and intrathecal in rats.

    “We adapted a previously described PNA assay to quantify absolute siRNA delivery after ICV administration in mice and intrathecal in rats.56,57”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [56] Godinho B. M. D. C. Pharmacokinetic Profiling of Conjugated Therapeutic Oligonucleotides: A High-Throughput Method Based Upon Serial Blood Microsampling Coupled to Peptide Nucleic Acid Hybridization Assay. Nucleic Acid Ther. 27, 323– 334 (2017). 29022758 PMC5706627 source
    • cites [57] Roehl I., Schuster M. & Seiffert S. Oligonucleotide Detection Method. (2011).

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

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

    Premisecitation

    Meningeal fibroblast-induced fibrotic scarring is a potential player in the pathogenesis of multiple sclerosis.

    “For example, recent studies implicate activation of perivascular fibroblasts as a contributing factor to neurodegeneration at early stages of Amyotrophic Lateral Sclerosis,20 and meningeal fibroblasts-induced fibrotic scarring has been highlighted as a potential player in the pathogenesis of multiple sclerosis.21”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [21] Dorrier C. E. CNS fibroblasts form a fibrotic scar in response to immune cell infiltration. Nat. Neurosci. 24, 234– 244 (2021). 33526922 PMC7877789 source

      The Discussion reports that CNS fibroblasts form fibrotic scars in a mouse model of multiple sclerosis and that reducing scarring decreases motor disability. It also says the relative contributions of meningeal and perivascular fibroblasts remain unknown, so the paper does not specifically establish meningeal fibroblast-induced scarring as the player. (LLM, conf=0.86)

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

    Premisecitation

    Activation of perivascular fibroblasts contributes to neurodegeneration at early stages of ALS.

    “For example, recent studies implicate activation of perivascular fibroblasts as a contributing factor to neurodegeneration at early stages of Amyotrophic Lateral Sclerosis,20 and meningeal fibroblasts-induced fibrotic scarring has been highlighted as a potential player in the pathogenesis of multiple sclerosis.21”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [20] Månberg A. Altered perivascular fibroblast activity precedes ALS disease onset. Nat. Med. 27, 640– 646 (2021). 33859435 PMC7613336 source
  • The quote only partly states this claim.

    Findingown data

    At 1 month after ICV injection of 15 nmol, L2-siRNAHtt demonstrates potent Htt mRNA knockdown (>50%) in all brain regions tested.

    “At 1 month after injection, Htt-targeting L2-siRNA (referred to as L2-siRNAHtt) demonstrated potent mRNA knockdown (>50%) in all brain regions tested, whereas unconjugated siRNA (referred to as siRNAHtt) only exhibited silencing in the cortex and brainstem, highlighting the benefit of L2 conjugation (Fig. 2B).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In the spinal cord, L2-siRNA exhibits broad tissue dispersion along with puncta apparently associated with perivascular compartments.

    “In the spinal cord, L2-siRNA also exhibited broad tissue dispersion along with observable puncta (Fig. 1D), apparently associated with perivascular compartments.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The Cy5 fluorescent label does not substantially alter the biodistribution of the siRNA conjugates.
  • May combine two claims.

    Findingown data

    L2-siRNA accesses perivascular spaces in the brain and spinal cord when injected ICV at 2 μl as well as 10 μl at equivalent total dose.

    “We found that L2-siRNA similarly accessed perivascular spaces in the brain and spinal cord when injected in the lower volume (Supplementary Fig. 4), suggesting the molecular properties of L2-siRNA are responsible for observed outcomes.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The Cy5 fluorescent label does not substantially alter the biodistribution of the siRNA conjugates.
  • May combine two claims.

    Findingown data

    A single injection of L2-siRNA produces potent gene knockdown for up to five months without detectable toxicity.

    “We provide a detailed examination of the temporal kinetics of gene silencing, highlighting potent knockdown for up to five months from a single injection without detectable toxicity.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The perivascular CSF transport pathway and its accessibility to L2-siRNA observed in rodents is representative of humans.
  • May combine two claims.

    Findingown data

    L2-siRNA, an albumin-binding lipid-siRNA conjugate, transports along meningeal and perivascular CSF pathways and broadly disperses throughout the CNS parenchyma.

    “We herein describe an albumin-binding lipid-siRNA conjugate that transports along meningeal and perivascular CSF pathways, leading to broad dispersion throughout the CNS parenchyma.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The perivascular CSF transport pathway and its accessibility to L2-siRNA observed in rodents is representative of humans.
  • May combine two claims.

    Findingown data

    Chol-siRNA and unconjugated siRNA show no association with albumin in ex vivo human CSF.

    “In comparison, Chol-siRNA and unconjugated siRNA showed no association with albumin (Supplementary Fig. 1C,D).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    L2-siRNAHtt is more potent than equimolar ASOHtt, with statistically significant enhancement of Htt mRNA knockdown in all parenchyma and spinal cord regions except hippocampus.

    “L2-siRNAHtt was more potent than ASOHtt administered equimolar dose, demonstrating statistically significant enhancement of mRNA knockdown in all parenchyma and spinal cord regions except hippocampus, where both compounds caused robust knockdown (Supplementary Fig. 8).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    L2-siRNAHtt lowers Htt expression in all CNS regions examined in rats after intrathecal delivery, with particularly potent activity in cortex, hippocampus, brainstem, and cerebellum.

    “Notably, L2-siRNAHtt lowers Htt expression in all CNS regions examined, with particularly potent activity throughout the cortex, hippocampus, brainstem, and cerebellum.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Intrathecal administration into lumbar CSF in rats closely mimics the clinical standard for CSF drug delivery.
  • May combine two claims.

    Findingown data

    After intrathecal lumbar injection in rats, L2-siRNA is transported along the caudal-rostral axis and penetrates the parenchyma from subarachnoid CSF at 48 hours.

    “After 48 hours, we performed histology of the entire rat brain, which showed that L2-siRNA was transported along the caudal-rostral axis, where it penetrated the parenchyma from subarachnoid CSF (Fig. 7A).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Intrathecal administration into lumbar CSF in rats closely mimics the clinical standard for CSF drug delivery.
  • May combine two claims.

    Findingown data

    At 5 months, L2-siRNAHtt reduces HTT protein in the striatum and hippocampus, while other regions return to basal levels.

    “The protein levels were also reduced by L2-siRNAHtt treatment in some regions (striatum, hippocampus), while others returned to basal levels.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Unconjugated siRNA shows minimal detection 48 hours after injection and rapid clearance to peripheral organs.

    “Our data suggest that unconjugated siRNA disperses throughout the CNS via both pathways but is not internalized effectively by or retained within cells, as evidenced by minimal detection 48 hours after injection and rapid clearance to peripheral organs.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    L2-siRNA mediates gene silencing in fibroblasts spanning the arachnoid membrane, with knockdown correlated with distance from CSF.

    “Interestingly, L2-siRNA mediated gene silencing in fibroblasts spanning the arachnoid membrane, where knockdown correlated with distance from CSF; more knockdown was observed in inner arachnoid cells and arachnoid barrier cells (~75%) than dural border cells (30%), suggesting that L2-siRNA can either cross or bypass the arachnoid barrier.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Compounds that traverse the barriers to the parenchyma typically only diffuse into superficial brain structures, and diffusional transport alone is not efficient for delivery over the long distances needed to reach deeper brain structures such as the striatum.

    “If therapeutics do traverse these barriers to reach the parenchyma, compounds typically only diffuse into superficial brain structures, and diffusional transport alone is not efficient for delivery over the long distances needed to reach deeper brain structures such as the striatum.8”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [8] Pizzo M. E. Intrathecal antibody distribution in the rat brain: surface diffusion, perivascular transport and osmotic enhancement of delivery. J. Physiol. 596, 445– 475 (2018). 29023798 PMC5792566 source
  • May combine two claims.

    Interpretationown data

    L2-siRNA delivered into the CSF is trafficked through perivascular spaces, providing a route for transport into deeper parenchymal structures.

    “These results indicate that L2-siRNA delivered into the CSF is trafficked through perivascular spaces, providing a route for transport into deeper parenchymal structures.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The perivascular CSF transport pathway and its accessibility to L2-siRNA observed in rodents is representative of humans.
  • May combine two claims.

    Interpretationreasoning

    Unconjugated siRNA is not efficiently internalized by CNS cells, causing it to be eliminated quickly from the CNS.

    “Coupled with the observation of accumulation of siRNA in kidneys at 2 hours (Supplementary Fig. 2), these results suggest that unconjugated siRNA is not efficiently internalized by CNS cells causing it to be eliminated quickly from the CNS.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    L2-siRNA is a good candidate to leverage albumin for perivascular transport while having sufficient capacity for intracellular delivery within the CNS.

    “These outcomes suggested that L2-siRNA is a good candidate to potentially leverage albumin for perivascular transport, while also having sufficient capacity for intracellular delivery within the CNS.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Unconjugated siRNA disperses throughout the CNS via both diffusion and convective perivascular pathways but is not internalized effectively by or retained within cells.

    “Our data suggest that unconjugated siRNA disperses throughout the CNS via both pathways but is not internalized effectively by or retained within cells, as evidenced by minimal detection 48 hours after injection and rapid clearance to peripheral organs.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    An additional experimental replicate for 48-hour delivery in brain is shown to demonstrate reproducibility.

    “To demonstrate reproducibility, an additional experimental replicate for 48-hour delivery in brain is shown in Supplementary Fig. 3.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisenone given

    Perivascular transport of drugs is size dependent.

    “The precise mechanisms governing drug transport through the perivascular spaces are not fully understood, but they are thought to be size dependent.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Single domain antibody constructs exhibit greater perivascular delivery relative to full length antibodies.

    “For antibodies, single domain constructs exhibit greater perivascular delivery relative to full length antibodies.8”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [8] Pizzo M. E. Intrathecal antibody distribution in the rat brain: surface diffusion, perivascular transport and osmotic enhancement of delivery. J. Physiol. 596, 445– 475 (2018). 29023798 PMC5792566 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    Oligodendrocytes were removed from analysis based on O1+ staining because myelin can promote non-specific binding.

    “Oligodendrocytes were removed from analysis based on O1+ staining, as myelin can promote non-specific binding.33”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [33] Ullman J. C. Brain delivery and activity of a lysosomal enzyme using a blood-brain barrier transport vehicle in mice. Sci. Transl. Med. 12, eaay1163 (2020). 32461331 source
  • May combine two claims.

    Interpretationreasoning

    L2-siRNA achieves balanced cell internalization and distributes further and more homogeneously into the parenchyma from subarachnoid and perivascular CSF than unconjugated or Chol-siRNA.

    “In contrast, L2-siRNA achieves a balanced cell internalization, distributing further and more homogeneously into the parenchyma from subarachnoid and perivascular CSF.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    ACSA2 gating of astrocytes was validated by cell sorting and RT-qPCR for astrocyte and endothelial markers.

    “To validate ACSA2 gating of astrocytes, cells were sorted on a 4-laser BD FACSAria III and RT-qPCR was performed as described using taqman probes to show enrichment of”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The gating scheme to identify Cy5+ cells leveraged fluorescence-minus-one (FMO) controls, which are samples stained with identical antibodies to the experimental groups but lack Cy5 signal (originating from an uninjected mouse).

    “The gating scheme to identify Cy5+ cells leveraged fluorescence-minus-one (FMO) controls, which are samples stained with identical antibodies to the experimental groups but lack Cy5 signal (originating from an uninjected mouse).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    For barplots, expression levels were normalized to L2-siRNANTC control.

    “For barplots, expression levels were normalized to L2-siRNANTC control.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    All samples were analyzed according to standard ΔΔCt methodology.

    “All samples were analyzed according to standard ΔΔCt methodology.”
    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

    Each sample is normalized to Ppib as a housekeeping gene unless Ppib is the target of the siRNA, in which case Actb is the housekeeping gene.

    “Each sample is normalized to Ppib as a housekeeping gene unless Ppib is the target of the siRNA, in which case Actb is the housekeeping gene.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Bicinchoninic acid (BCA) assay was used to quantify protein and normalize loading of each sample.

    “Bicinchoninic acid (BCA) assay (Thermo 23225) was used to quantify protein and normalize loading of each sample.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    A new standard curve was prepared for each conjugate type and siRNA sequence.

    “A new standard curve was prepared for each conjugate type and siRNA sequence.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The final mass of siRNA was calculated using the area under the curve of Cy3 fluorescence from a standard curve of known quantities of siRNA or L2-siRNA spiked into untreated tissue homogenates.

    “The final mass of siRNA was calculated using the area under the curve of Cy3 fluorescence from a standard curve of known quantities of siRNA or L2-siRNA spiked into untreated tissue homogenates.”
    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

    Rat intrathecal studies were approved by the IACUC at Vanderbilt University and Washington University in St. Louis.

    “One-month rat intrathecal studies were performed in male Sprague Dawley rats at Vanderbilt and approved by Vanderbilt’s IACUC. All 48-hour rat studies were conducted in 69–84 day old Sprague Dawley rats (male and female) and approved by the IACUC at Washington University in St. Louis.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    All mouse protocols were approved by the Institutional Animal Care and Use Committee at Vanderbilt University.

    “All mouse protocols were approved by the Institutional Animal Care and Use Committee (IACUC) at Vanderbilt University.”
    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

    Conventional RT-qPCR controls (no-template control and no reverse transcriptase control) were run on every plate and did not amplify.

    “Conventional RT-qPCR controls (no-template control and no reverse transcriptase control) were run on every plate and did not amplify.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Single color compensation controls were run for each fluorophore.

    “Single color compensation controls were run for each fluorophore.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    L2-siRNA can either cross or bypass the arachnoid barrier.

    “Interestingly, L2-siRNA mediated gene silencing in fibroblasts spanning the arachnoid membrane, where knockdown correlated with distance from CSF; more knockdown was observed in inner arachnoid cells and arachnoid barrier cells (~75%) than dural border cells (30%), suggesting that L2-siRNA can either cross or bypass the arachnoid barrier.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    Counts were normalized, and the dataset was reduced to the top 2,000 variable genes.

    “Counts were then normalized, and the dataset was reduced to the top 2,000 variable genes.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Datasets were merged without batch correction.

    “Datasets were merged without batch correction”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Reduced number of Lyve1+ macrophages with aging impairs CSF dynamics that can be restored with M-CSF.

    “One recent study identified two subtypes of macrophages, Lyve1+ and MHCII+, and demonstrated that reduced number of Lyve1+ macrophages with aging impairs CSF dynamics that can be restored with administration of macrophage colony-stimulating factor (M-CSF).42”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [42] Drieu A. Parenchymal border macrophages regulate CSF flow dynamics. Nature 611, 585– 593 (2022). 36352225 PMC9899827

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

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

    Premisecitation

    Recent work subdivided border-associated macrophages into MHCII+ macrophages, which express genes involved in antigen presentation, and Lyve1+ scavenger macrophages, which perform essential functions including regulation of CSF flow dynamics.

    “To assess the identity of these perivascular cells, we stained for macrophages based on recent work that subdivided border-associated macrophages into MHCII+ macrophages, which express genes involved in antigen presentation, and Lyve1+ scavenger macrophages, which perform a variety of essential functions including the regulation of CSF flow dynamics.42”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [42] Drieu A. Parenchymal border macrophages regulate CSF flow dynamics. Nature 611, 585– 593 (2022). 36352225 PMC9899827

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

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

    Study design and conductnone given

    Cells were filtered based on number of features, keeping cells with 800-4,000 uniquely expressed genes for samples processed with T2 kits and 800-10,000 for samples processed with T20 kits.

    “cells were filtered based on number of features, keeping cells with 800–4,000 uniquely expressed genes for samples processed with T2 kits and 800–10,000 for samples processed with T20 kits.”
    Quote in the paperNot a substantial claim
58 of 58
  • The paper relies on this without support.

    The perivascular CSF transport pathway and its accessibility to L2-siRNA observed in rodents is representative of humans.

    “Collectively, this work establishes L2-siRNA as a promising platform for gene silencing in the CNS, while also rigorously characterizing its potential for targeting specific cell types and regions of the brain.”
  • The paper relies on this without support.

    The Cy5 fluorescent label does not substantially alter the biodistribution of the siRNA conjugates.

    “We injected mice ICV with Cy5-labeled unconjugated siRNA, Chol-siRNA, or L2-siRNA and examined biodistribution after 2 and 48 hours.”
  • The paper relies on this without support.

    The striatum is the brain region predominantly affected by Huntington's disease.

    “which is highly relevant considering the striatum is the region predominantly affected by Huntington’s disease.”
  • The paper relies on this without support.

    Intrathecal administration into lumbar CSF in rats closely mimics the clinical standard for CSF drug delivery.

    “To more closely mimic the clinical standard, we assessed biodistribution and knockdown after intrathecal administration in rats.”
  • The paper relies on this without support.

    Findings in rats after intrathecal delivery predict delivery in larger mammalian species.

    “Collectively this evidence showcases the potential of using L2-siRNA to achieve delivery in larger species using intrathecal administration.”
    “We anticipate that this transport pathway will be even more critical for achieving deep, brain-wide delivery in larger mammalian species following administration into CSF.”
5 of 5

Cites

Flagged first, then by citations

Research works printed but not linked: 1

  1. [42]Drieu A. Parenchymal border macrophages regulate CSF flow dynamics. Nature 611, 585– 593 (2022). 36352225 PMC9899827

Cited by

Sorted by citations

Authors
Sorets, A., Schwensen, K., Francini, N., Kjar, A., Abdulrahman, A., Shostak, A., Katdare, K., Schoch, K., Cowell, R., Park, J., Ligocki, A., Ford, W., Ventura-Antunes, L., Hoogenboezem, E., Prusky, A., Castleberry, M., Michell, D. L., Miller, T., Vickers, K., Schrag, M., Duvall, C., & Lippmann, E.
Affiliations
  • Vanderbilt University (US)
  • Vanderbilt University Medical Center (US)
  • Washington University in St. Louis (US)
Corresponding author
  • Duvall, Craig
  • Lippmann, Ethan
Venue
bioRxiv (Cold Spring Harbor Laboratory)
Publisher
openRxiv
Published
2024-06-10
OpenAlex
W4399480659
Cited by
4
References
10
Citations by year
2026: 1 · 2025: 3
Type
posted content
Language
en
Open access
Locations
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
  • PubMed (publishedVersion)
  • PubMed Central (submittedVersion, cc-by-nc-nd)
Funders
  • National Science Foundation (P30 CA68485, DK058404)
  • Vanderbilt University (P30 CA68485, CA68485, UL1‐TR002243)
  • Vanderbilt University Medical Center (P30 CA068485, UL1 TR002243, CA68485, T32 ES007028)
  • National Institutes of Health (3p30ca068485-25s2, 1rf1ns130334-01, 5r21ag077807-02, 5UL1 RR024975, P30 EY008126, UL1TR002243, P30 CA068485, DK 058404, CA68485, P30CA68485), CA-068485, T32-ES007028, R01CA224241, TR002243, RR024975, EY008126, ES007028)
  • Vanderbilt Digestive Diseases Research Center, Vanderbilt University Medical Center (DK-058404, P30 CA68485, P30DK058404)
  • National Cancer Institute (CA068485, P30 CA 68485, R01CA224241, CA68485, T32 ES007028, P30 CA 068485)
  • National Institute of Diabetes and Digestive and Kidney Diseases (P30DK058404)
  • National Center for Research Resources (G20RR030956)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA Interference and Gene Delivery
  • Life Sciences › Neuroscience › Neurology › Barrier Structure and Function Studies
  • Physical Sciences › Materials Science › Biomaterials › Nanoparticle-Based Drug Delivery
Keywords
siRNA delivery, intrathecal drug delivery, cerebrospinal fluid pathways, single-cell RNA sequencing

About these checks

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

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-20.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-20.

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