Lipid-siRNA conjugate accesses a perivascular transport mechanism and achieves widespread and durable knockdown in the central nervous system
Open accessAbstract
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.
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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.
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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
- Premisecitation
Chol-siRNA cell-association prevents effective transport across large distances.
“While cholesterol conjugation has been used to promote cell uptake, our findings mirror prior studies showing that Chol-siRNA cell-association prevents effective transport across large distances.26”
Quote in the paperSubstantial claim1 of 1 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 report that Chol-hsiRNA remains concentrated near the injection site in mouse brain and associates with myelin sheaths and nerve bundles. They say this association *may* explain its limited spread; the claim presents that proposed mechanism as established. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Premisecitation
Divalent siRNA was not effective throughout the striatum of Dorset sheep.
“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
The CNS optimization section reports no activity in the rat striatum, but it does not report a divalent-siRNA study in Dorset sheep. Searches for “Dorset sheep divalent siRNA striatum” and “divalent siRNA sheep striatum” found no passage addressing the attributed sheep finding. (LLM, conf=0.76)
Experimental — accuracy not yet measured - 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 on HTT mRNA silencing reports incomplete striatal efficacy for some routes: intrathecal-catheter delivery had no detectable activity in the putamen, and intrastriatal injection produced no silencing on the contralateral side. But it also reports substantial silencing in the caudate and putamen with other routes, so the unqualified claim that divalent siRNA was not effective throughout the striatum overstates the finding. No page number is available in our copy. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Findingown data
Chol-siRNA has the highest cellular uptake among L2-siRNA, Chol-siRNA, and unconjugated siRNA in serum-free media.
“More L2-siRNA was taken up than the parent siRNA, while Chol-siRNA, a benchmark chosen for its known cell penetration capacity,24 had the highest level of uptake in serum-free media (Supplementary Fig. 1A).”
Quote in the paperNot a substantial claim - Findingown data
Chol-siRNA is characterized by steep concentration gradients away from the CSF-brain interface in the brain.
“In contrast, Chol-siRNA exhibited high brain retention at both timepoints, but it was characterized by steep concentration gradients away from the CSF-brain interface (Fig. 1C).”
Quote in the paperNot a substantial claim- Rests on an assumption: The Cy5 fluorescent label does not substantially alter the biodistribution of the siRNA conjugates.
- Findingown data
L2-siRNA appears within all CSF interfaces in the parenchyma: ventricular (trans-ependymal), subarachnoid (trans-pial, including cisternal), and perivascular.
“In contrast, L2-siRNA appeared within all CSF interfaces in the parenchyma (Fig. 1C): ventricular (trans-ependymal), subarachnoid (trans-pial, including cisternal; Fig. 1E), and perivascular.”
Quote in the paperSubstantial claim- Rests on an assumption: The Cy5 fluorescent label does not substantially alter the biodistribution of the siRNA conjugates.
- Findingown data
L2-siRNA achieves greater perivascular delivery than Chol-siRNA.
“Measuring Cy5 intensity between these markers confirmed that L2-siRNA achieves greater perivascular delivery than Chol-siRNA (Fig. 1H,I).”
Quote in the paperSubstantial claim- Rests on an assumption: The Cy5 fluorescent label does not substantially alter the biodistribution of the siRNA conjugates.
- Findingown data
Unconjugated siRNA is minimally retained in the CNS at 48 hours after ICV administration.
“We observed that unconjugated siRNA rapidly disperses through the mouse brain and spinal cord by 2 hours post-administration, but that the siRNA was minimally retained in the CNS by 48-hours (Fig. 1C,D).”
Quote in the paperSubstantial claim- Rests on an assumption: The Cy5 fluorescent label does not substantially alter the biodistribution of the siRNA conjugates.
- Findingown data
L2-siRNA carrier-free gene silencing activity is equivalent to Chol-siRNA at 250 nM.
“Despite uptake differences, L2-siRNA carrier-free gene silencing activity was equivalent to Chol-siRNA at 250 nM (Supplementary Fig. 1B).”
Quote in the paperNot a substantial claim - Findingown data
More L2-siRNA is taken up than the parent unconjugated siRNA in neuroblastoma cells in serum-free media.
“More L2-siRNA was taken up than the parent siRNA, while Chol-siRNA, a benchmark chosen for its known cell penetration capacity,24 had the highest level of uptake in serum-free media (Supplementary Fig. 1A).”
Quote in the paperNot a substantial claim - Findingown data
Chol-siRNA exhibits high brain retention at 2 and 48 hours after ICV administration.
“In contrast, Chol-siRNA exhibited high brain retention at both timepoints, but it was characterized by steep concentration gradients away from the CSF-brain interface (Fig. 1C).”
Quote in the paperSubstantial claim- Rests on an assumption: The Cy5 fluorescent label does not substantially alter the biodistribution of the siRNA conjugates.
- Findingown data
At 1 month, L2-siRNAHtt induces robust HTT protein knockdown in the striatum.
“Similarly, at the protein level, siRNAHtt mediated some silencing in the cortex and hippocampus, but less than L2-siRNAHtt, which also induced robust knockdown in the striatum (Fig. 2C and Supplementary Fig. 6).”
Quote in the paperSubstantial claim - Findingown data
At 1 month, siRNAHtt mediates some HTT protein silencing in the cortex and hippocampus.
“Similarly, at the protein level, siRNAHtt mediated some silencing in the cortex and hippocampus, but less than L2-siRNAHtt, which also induced robust knockdown in the striatum (Fig. 2C and Supplementary Fig. 6).”
Quote in the paperNot a substantial claim - Findingown data
L2-siRNA localizes within the perivascular space between endothelial cells (Glut1+) and the astrocytic parenchymal glia limitans (Aquaporin-4+).
“Localization within the perivascular space was confirmed by the presence of L2-siRNA between endothelial cells (Glut1+) and the astrocytic parenchymal glia limitans (Aquaporin-4+) (Fig. 1G).”
Quote in the paperSubstantial claim- Rests on an assumption: The Cy5 fluorescent label does not substantially alter the biodistribution of the siRNA conjugates.
- Findingown data
Unconjugated siRNA accumulates in kidneys at 2 hours after ICV administration.
“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- Rests on an assumption: The Cy5 fluorescent label does not substantially alter the biodistribution of the siRNA conjugates.
- Findingown data
scRNA-seq shows L2-siRNA gene silencing activity across diverse cell populations in the CNS parenchyma and at brain borders.
“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.”
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.
- Findingown data
Chol-siRNA exhibits steep gradients from the subarachnoid space toward the central canal in the spinal cord.
“This delivery pattern was also present in the spinal cord, where Chol-siRNA exhibited steep gradients from the subarachnoid space toward the central canal (Fig. 1D).”
Quote in the paperNot a substantial claim- Rests on an assumption: The Cy5 fluorescent label does not substantially alter the biodistribution of the siRNA conjugates.
- Findingown data
At 1 month, unconjugated siRNAHtt exhibits Htt mRNA silencing only in the cortex and brainstem.
“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 - Findingown data
Unconjugated siRNA rapidly disperses through the mouse brain and spinal cord by 2 hours after ICV administration.
“We observed that unconjugated siRNA rapidly disperses through the mouse brain and spinal cord by 2 hours post-administration, but that the siRNA was minimally retained in the CNS by 48-hours (Fig. 1C,D).”
Quote in the paperSubstantial claim- Rests on an assumption: The Cy5 fluorescent label does not substantially alter the biodistribution of the siRNA conjugates.
- Findingown data
Cy5 intensity profile across the midbrain to the interpeduncular cistern shows peaks of L2-siRNA consistent with perivascular transport to deep brain structures.
“First, we measured the Cy5 intensity profile across the midbrain to the interpeduncular cistern (far from injection site) and detected peaks of L2-siRNA consistent with perivascular transport to deep brain structures (Fig. 1F).”
Quote in the paperSubstantial claim- Rests on an assumption: The Cy5 fluorescent label does not substantially alter the biodistribution of the siRNA conjugates.
- Findingown data
L2-siRNA associates with albumin in ex vivo human CSF.
“In addition, we confirmed L2-siRNA association with albumin in ex vivo human CSF, as demonstrated by fast protein liquid chromatography (FPLC).”
Quote in the paperSubstantial claim - Findingown data
At 5 months, L2-siRNAHtt still achieves Htt mRNA silencing in all examined parenchymal regions.
“Impressively, at a prolonged 5-month timepoint, L2-siRNAHtt still achieved mRNA silencing in all examined parenchymal regions.”
Quote in the paperSubstantial claim - Findingown data
At 3 months post-injection, siRNAHtt no longer exhibits significant HTT protein knockdown in any brain region.
“At 3 months post-injection, mice receiving siRNAHtt no longer exhibited significant protein knockdown in any regions, and only the hippocampus exhibited a reduction in the target mRNA.”
Quote in the paperSubstantial claim - Findingown data
Microglia showed the highest L2-siRNA uptake among examined CNS cell types.
“Microglia, which are resident CNS phagocytes, showed the highest L2-siRNA uptake (Supplementary Fig. 9).”
Quote in the paperNot a substantial claim - Findingown data
siRNA levels detected by PNA correlated with gene silencing after intrathecal L2-siRNAHtt in rats.
“The PNA assay revealed detectable levels of siRNA in every tested region, which correlated with gene silencing (Fig. 7D).”
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.
- Findingown data
GFAP immunohistochemical staining 1 month after ICV injection showed no differences between L2-siRNA groups (NTC, Htt) and vehicle.
“Immunohistochemical staining of GFAP 1 month after ICV injection did not show any differences between L2-siRNA groups (NTC, Htt) and vehicle (Fig. 6A,B).”
Quote in the paperSubstantial claim - Findingown data
L2-siRNA shows widespread uptake in MHCII+ macrophages.
“MHCII+ macrophages are most abundant in the choroid plexus and meninges,43 and we similarly observe widespread uptake of L2-siRNA in this population (Fig. 5F).”
Quote in the paperNot a substantial claim - Findingown data
siRNA accesses the entire perivascular network 2 hours after ICV delivery.
“This suggests that relatively small nucleic acid therapies are well-suited for this transport, and indeed we observe siRNA (which are small, negatively charged linear molecules) readily accessing the entire perivascular network 2 hours after ICV delivery.”
Quote in the paperSubstantial claim - Findingown data
L2-siRNA is transported along penetrating vessels at the surface and in deep regions of the rat brain.
“To further confirm perivascular localization, we stained vessels with rat endothelial cell antibody (RECA1), which revealed considerable transport along penetrating vessels both at the surface and in deep regions of the brain (Fig. 7C).”
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.
- Findingown data
L2-siRNA shows widespread perivascular transport throughout the brain and spinal cord after intrathecal delivery in rats.
“Widespread perivascular transport throughout the brain and spinal cord was also apparent as bright red puncta.”
- Also stated in: § Discussion: · plain
“These transport mechanisms were further substantiated in rats following intrathecal injection, where we observed considerable perivascular delivery throughout the spinal cord and parenchyma.”
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.
- Also stated in: § Discussion: · plain
- Findingown data
L2-siRNAPpib potentiates ~50% Ppib silencing in activated microglia.
“Compared to the non-targeting control, L2-siRNAPpib potentiated gene silencing in homeostatic (~40%) and activated microglia (~50%), as well as resident CNS macrophages (~70%) (Fig. 4E and Supplementary Fig. 10D).”
Quote in the paperNot a substantial claim - Findingown data
L2-siRNA shows robust distribution throughout all regions of the spinal cord after intrathecal delivery in rats.
“Robust distribution throughout all regions of the spinal cord was observed, which is expected for intrathecal delivery based on proximity to the injection site (Fig. 7B).”
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.
- Findingown data
L2-siRNAHtt gene silencing activity remains high in all segments of the spinal cord at both mRNA and protein levels at 1, 3, and 5 months.
“These levels are lower than the parenchyma, however, L2-siRNAHtt gene silencing activity remained high in all segments of the spinal cord at both the mRNA and protein levels, whereas unconjugated siRNA did not mediate knockdown of HTT protein (Fig. 3A,B).”
Quote in the paperSubstantial claim - Findingown data
The PNA assay detected siRNA in every tested region after intrathecal L2-siRNAHtt in rats.
“The PNA assay revealed detectable levels of siRNA in every tested region, which correlated with gene silencing (Fig. 7D).”
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.
- Findingown data
L2-siRNAPpib causes robust gene silencing in MHCII+ macrophages.
“While the Lyve1+ population was too sparse to evaluate, we found robust gene silencing in the MHCII+ macrophages (Fig. 5G).”
Quote in the paperSubstantial claim - Findingown data
L2-siRNAPpib potentiates considerable Ppib knockdown in astrocytes and oligodendrocytes.
“For example, glial cells such as astrocytes and oligodendrocytes exhibit considerable Ppib knockdown, as well as ependymal cells, which line the ventricles and directly interface with CSF (Fig. 4G).”
Quote in the paperSubstantial claim - Findingown data
Regions with the highest L2-siRNA delivery (striatum, hippocampus, and cortex) also had the most gene silencing at all timepoints.
“Consistently, regions with the highest delivery (striatum, hippocampus, and cortex) also had the most gene silencing at all timepoints.”
Quote in the paperSubstantial claim - Findingown data
Western blot quantification of GFAP in the hippocampus was consistent with no difference between L2-siRNA and vehicle.
“These results are consistent with Western blot quantification of GFAP in the hippocampus (Fig. 6C), collectively suggesting that L2-siRNA does not induce astrogliosis.”
Quote in the paperSubstantial claim - Findingown data
Every mouse injected with an L2-siRNA conjugate survived to its predetermined endpoint.
“Overall, we did not observe visible signs of toxicity after surgery and every mouse injected with an L2-siRNA conjugate (Htt, Ppib, NTC) survived to their predetermined endpoint.”
Quote in the paperSubstantial claim - Findingown data
L2-siRNA is extensively delivered to perivascular Lyve1+ macrophages.
“We observe extensive delivery to perivascular Lyve1+ macrophages, as evidenced by localization of bright L2-siRNA puncta (Fig. 5E).”
Quote in the paperSubstantial claim - Findingown data
L2-siRNA levels in the spinal cord decrease linearly over time from ~3 ng/mg to ~1 ng/mg.
“Evaluation of the cervical, thoracic, and lumbar spinal cord regions at 1-, 3-, and 5-months post-injection by the PNA assay showed that L2-siRNA levels in the spinal cord decrease linearly over time from ~3 ng/mg to ~1 ng/mg (Fig. 3C,D).”
Quote in the paperSubstantial claim - Findingown data
L2 conjugation increases total and cell-specific uptake of siRNA in mouse CNS cells after ICV administration.
“We found that total and cell-specific uptake were increased by L2 conjugation (Supplementary Fig. 9), in agreement with our prior in vitro data (Supplementary Fig. 1A).”
Quote in the paperSubstantial claim - Findingown data
L2-siRNAPpib potentiates ~40% Ppib silencing in homeostatic microglia.
“Compared to the non-targeting control, L2-siRNAPpib potentiated gene silencing in homeostatic (~40%) and activated microglia (~50%), as well as resident CNS macrophages (~70%) (Fig. 4E and Supplementary Fig. 10D).”
Quote in the paperSubstantial claim - Findingown data
L2-siRNA is highly concentrated within perivascular cells throughout the gray matter parenchyma.
“We visualized the vascular network in gray matter in three dimensions using CLARITY and light sheet microscopy and observed a high concentration of L2-siRNA within perivascular cells throughout the parenchyma (Fig. 5D).”
Quote in the paperSubstantial claim - Findingown data
L2-siRNAPpib produces slightly higher Ppib silencing in venous/capillary endothelial cells than in arterial endothelial cells.
“Endothelial cells were subclustered into venous/capillary and arterial populations (Fig. 4F); there was low but significant knockdown in arterial endothelial cells, and slightly higher silencing in the venous/capillary cells (Fig. 4G).”
Quote in the paperNot a substantial claim - Findingown data
qRT-PCR confirmed Ppib gene silencing in Cd11bpos and Cd11bneg populations with an average of 45% and 65% knockdown, respectively.
“To verify gene silencing with orthogonal methodology, cells not utilized for scRNA-seq were analyzed in parallel using qRT-PCR, which confirmed gene silencing in both Cd11bpos and Cd11bneg populations with an average of 45% and 65% Ppib knockdown, respectively (Fig. 4B).”
Quote in the paperSubstantial claim - Findingown data
No changes in serum markers were observed after ICV injection of L2-siRNA.
“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 paperSubstantial claim - Findingown data
Unconjugated siRNA does not mediate knockdown of HTT protein in the spinal cord.
“These levels are lower than the parenchyma, however, L2-siRNAHtt gene silencing activity remained high in all segments of the spinal cord at both the mRNA and protein levels, whereas unconjugated siRNA did not mediate knockdown of HTT protein (Fig. 3A,B).”
Quote in the paperSubstantial claim - Findingown data
L2-siRNA causes robust gene silencing in choroid plexus epithelial cells.
“Lastly, we examined delivery to other cells in the choroid plexus and noted a high level of delivery to choroid plexus epithelial cells corresponding to robust gene silencing (Fig. 5H,I).”
Quote in the paperNot a substantial claim - Findingown data
At 3 months, L2-siRNAHtt exhibits significant reduction in HTT protein in the striatum, hippocampus, cortex, and cerebellum.
“In contrast, mice receiving L2-siRNAHtt exhibited sustained gene and protein knockdown; we note significant reduction in HTT protein at 3 months in the striatum, hippocampus, cortex, and cerebellum.”
Quote in the paperSubstantial claim - Findingreasoning
Cholesterol conjugation limits penetration into perivascular spaces, with minimal perivascular signal beyond superficial vessels.
“Yet, the conjugation of cholesterol limits penetration into these spaces, with minimal perivascular signal beyond superficial vessels likely due to extensive interactions with cells and potentially other tissue components.”
Quote in the paperNot a substantial claim - Findingown data
Neurons exhibit modest Ppib gene silencing after L2-siRNAPpib.
“Neurons exhibit modest gene silencing, and due to the low capture of this population, we could not subcluster knockdown into neuron subtypes.”
Quote in the paperNot a substantial claim - Findingown data
L2-siRNAPpib potentiates considerable Ppib knockdown in ependymal cells.
“For example, glial cells such as astrocytes and oligodendrocytes exhibit considerable Ppib knockdown, as well as ependymal cells, which line the ventricles and directly interface with CSF (Fig. 4G).”
Quote in the paperNot a substantial claim - Findingown data
Iba1 protein levels were unchanged after L2-siRNA injection compared to vehicle.
“Iba1 protein levels were unchanged after L2-siRNA injection compared to vehicle (Fig. 6D,E).”
Quote in the paperSubstantial claim - Findingown data
No difference in pro-inflammatory cytokine, chemokine, or growth factor levels was observed between vehicle and L2-siRNAHtt in cortical and striatal tissue two weeks after ICV injection at 15 nmol or 5 nmol.
“Notably, no difference in pro-inflammatory cytokine, chemokine, or growth factor levels were observed between vehicle and L2-siRNAHtt (Fig. 6F and Supplementary Fig. 13).”
Quote in the paperSubstantial claim - Findingown data
L2-siRNAHtt is more effective in the striatum (~80% reduction) than ASOHtt (~25% reduction).
“Of particular note, L2-siRNAHtt was more effective in the striatum (~80% reduction) than ASOHtt (~25% reduction), which is highly relevant considering the striatum is the region predominantly affected by Huntington’s disease.”
Quote in the paperSubstantial claim- Rests on an assumption: The striatum is the brain region predominantly affected by Huntington's disease.
- Findingown data
At 3 months, siRNAHtt exhibits a reduction in Htt mRNA only in the hippocampus.
“At 3 months post-injection, mice receiving siRNAHtt no longer exhibited significant protein knockdown in any regions, and only the hippocampus exhibited a reduction in the target mRNA.”
Quote in the paperNot a substantial claim - Findingown data
L2-siRNAPpib produces low but significant Ppib knockdown in arterial endothelial cells.
“Endothelial cells were subclustered into venous/capillary and arterial populations (Fig. 4F); there was low but significant knockdown in arterial endothelial cells, and slightly higher silencing in the venous/capillary cells (Fig. 4G).”
Quote in the paperNot a substantial claim - Findingown data
L2-siRNA delivers at high levels to choroid plexus epithelial cells.
“Lastly, we examined delivery to other cells in the choroid plexus and noted a high level of delivery to choroid plexus epithelial cells corresponding to robust gene silencing (Fig. 5H,I).”
Quote in the paperNot a substantial claim - Findingown data
No visible signs of toxicity were observed after surgery in mice injected with L2-siRNA conjugates.
“Overall, we did not observe visible signs of toxicity after surgery and every mouse injected with an L2-siRNA conjugate (Htt, Ppib, NTC) survived to their predetermined endpoint.”
Quote in the paperSubstantial claim - Findingown data
L2-siRNAPpib potentiates ~70% Ppib silencing in resident CNS macrophages.
“Compared to the non-targeting control, L2-siRNAPpib potentiated gene silencing in homeostatic (~40%) and activated microglia (~50%), as well as resident CNS macrophages (~70%) (Fig. 4E and Supplementary Fig. 10D).”
Quote in the paperSubstantial claim - Findingown data
The greatest fibroblast knockdown potency is observed in cells directly contacting CSF, such as arachnoid barrier cells and pial fibroblasts.
“The greatest fibroblast knockdown potency was observed in cells directly contacting CSF, such as arachnoid barrier cells, pial fibroblasts, and arachnoid barrier cells (Fig. 5C).”
Quote in the paperNot a substantial claim - Findingown data
L2-siRNA uptake into neurons was the lowest among the examined CNS cell types.
“L2-siRNA uptake into neurons was the lowest out of the cells examined, but this may have been due to poor neuron recovery in our dissociation protocol (<2% of total population).”
Quote in the paperNot a substantial claim - Findingown data
More knockdown was observed in inner arachnoid cells and arachnoid barrier cells (~75%) than dural border cells (30%) after L2-siRNA.
“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 - Findingown data
L2-siRNAHtt was more potent than dose-matched ASOHtt across multiple brain regions, including the striatum.
“Further, both L2-siRNA and ASO silence a wide variety of cell types, but in a direct comparison we demonstrated that L2-siRNAHtt was more potent than dose matched ASOHtt across multiple brain regions, including the striatum where HD pathology manifests.”
Quote in the paperSubstantial claim - Findingown data
L2-siRNA accumulates in both Lyve1+ and MHCII+ macrophages.
“L2-siRNA accumulates in both type of macrophages, and we observe robust gene silencing in MHCII+ macrophages.”
Quote in the paperNot a substantial claim - Study design and conductown data
L2-siRNANTC treatment does not change Htt expression appreciably compared to vehicle in mouse brain regions.
“We determined that treatment with L2-siRNANTC did not change Htt expression appreciably compared to vehicle (Supplementary Fig. 5) and therefore proceeded with L2-siRNANTC as the primary negative control for gene silencing studies.”
Quote in the paperSubstantial claim - Study design and conductown data
The Lyve1+ macrophage population was too sparse to evaluate for knockdown.
“While the Lyve1+ population was too sparse to evaluate, we found robust gene silencing in the MHCII+ macrophages (Fig. 5G).”
Quote in the paperNot a substantial claim - Interpretationown data
L2-siRNA did not exhibit any detectable toxicities at the doses utilized to achieve potent and durable target gene silencing.
“Collectively, L2-siRNA did not exhibit any detectable toxicities at the doses utilized to achieve potent and durable target gene silencing, suggesting that L2-siRNA has a practical therapeutic index.”
Quote in the paperSubstantial claim - Study design and conductown data
Ppib knockdown measured by scRNA-seq closely matched RT-qPCR bulk silencing for both Cd11bpos and Cd11bneg populations.
“We compared RT-qPCR bulk silencing to Ppib knockdown measured by scRNA-seq and these outputs closely matched for both CD11bpos and CD11bneg populations (Fig. 4C), providing confidence in the accuracy of examining cell-specific gene silencing with scRNA-seq.”
Quote in the paperSubstantial claim - Interpretationreasoning
L2-siRNA can achieve delivery in larger species using intrathecal administration.
“Collectively this evidence showcases the potential of using L2-siRNA to achieve delivery in larger species using intrathecal administration.”
Quote in the paperNot a substantial claim- Rests on an assumption: Findings in rats after intrathecal delivery predict delivery in larger mammalian species.
- Interpretationown data
L2-siRNA has a practical therapeutic index.
“Collectively, L2-siRNA did not exhibit any detectable toxicities at the doses utilized to achieve potent and durable target gene silencing, suggesting that L2-siRNA has a practical therapeutic index.”
Quote in the paperSubstantial claim - Interpretationown data
L2-siRNA does not induce astrogliosis.
“These results are consistent with Western blot quantification of GFAP in the hippocampus (Fig. 6C), collectively suggesting that L2-siRNA does not induce astrogliosis.”
Quote in the paperSubstantial claim - Premisecitation
Microglia are notoriously refractory to gene silencing.
“Microglia are notoriously refractory to gene silencing, highlighting the significance of this result.38”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [38] Ralvenius W. T. Nanoparticle-Mediated Delivery of Anti-PU.1 siRNA via Localized Intracisternal Administration Reduces Neuroinflammation. Adv. Mater. 36, 2309225 (2024). 38018280 source
- Premisecitation
CSF to brain delivery is driven by a combination of diffusion from subarachnoid/ventricular CSF and convective movement along CSF-filled perivascular spaces.
“CSF to brain delivery is driven by a combination of diffusion from subarachnoid/ventricular CSF and convective movement along CSF-filled perivascular spaces.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
- Premisecitation
Ppib is abundantly and ubiquitously expressed across CNS cell types.
“Here, we used an siRNA sequence targeting Ppib because this gene is abundantly and ubiquitously expressed across CNS cell types.34”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [34] Vanlandewijck M. A molecular atlas of cell types and zonation in the brain vasculature. Nature 554, 475– 480 (2018). 29443965 source
- Interpretationown data
Once delivered, the L2-siRNA complex remains active in tissue for a prolonged period.
“This evidence suggests that, once delivered, this siRNA complex remains active in tissue for a prolonged period, a feature that is advantageous for minimizing treatment frequency in chronic diseases.”
Quote in the paperSubstantial claim - Interpretationreasoning
Relatively small nucleic acid therapies are well-suited for perivascular transport.
“This suggests that relatively small nucleic acid therapies are well-suited for this transport, and indeed we observe siRNA (which are small, negatively charged linear molecules) readily accessing the entire perivascular network 2 hours after ICV delivery.”
Quote in the paperSubstantial claim - Interpretationown data
L2-siRNAPpib exhibits broad gene silencing activity across diverse CNS cell types.
“Overall, L2-siRNAPpib exhibits broad gene silencing activity across diverse CNS cell types, suggesting that it can be leveraged as a platform technology for modulation of neurological diseases.”
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.
- Interpretationcitation
L2-siRNA achieves potent gene inhibition comparable to other siRNA conjugates developed for CSF delivery.
“L2-siRNA achieves potent gene inhibition comparable to other siRNA conjugates developed for CSF delivery.”
Quote in the paperNot a substantial claim - Interpretationown data
L2-siRNA yields a promising platform technology for silencing genes implicated in CNS disorders.
“Collectively, these data suggest that L2-siRNA possesses unique properties that enhance its transport and brain-wide distribution relative to other conjugates, thus yielding a promising platform technology for silencing genes implicated in CNS disorders.”
Quote in the paperSubstantial claim - Premisecitation
MHCII+ macrophages are most abundant in the choroid plexus and meninges.
“MHCII+ macrophages are most abundant in the choroid plexus and meninges,43 and we similarly observe widespread uptake of L2-siRNA in this population (Fig. 5F).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [43] Van Hove H. A single-cell atlas of mouse brain macrophages reveals unique transcriptional identities shaped by ontogeny and tissue environment. Nat. Neurosci. 22, 1021– 1035 (2019). 31061494 source
- Premisenone given
Oligodendrocytes were not effectively silenced with C16.
“Furthermore, not all cell types examined achieve effective gene silencing; for example, oligodendrocytes were not effectively silenced with C16.”
Quote in the paperNot a substantial claim - Interpretationown data
L2-siRNA possesses unique properties that enhance its transport and brain-wide distribution relative to other conjugates.
“Collectively, these data suggest that L2-siRNA possesses unique properties that enhance its transport and brain-wide distribution relative to other conjugates, thus yielding a promising platform technology for silencing genes implicated in CNS disorders.”
Quote in the paperSubstantial claim
- 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.
PremisecitationUnconjugated 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).
PremisecitationL2-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.
PremisecitationAlbumin-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.
PremisecitationSeveral 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.
PremisecitationCholesterol 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).
PremisecitationDivalent 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.
PremisecitationASOs 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 dataL2-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.
PremisecitationHtt 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.
PremisecitationASOs 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).
PremisecitationThese 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).
PremisecitationMHCII+ 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.
PremisecitationCSF 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.
PremisecitationBorder-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).
PremisecitationPrior 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 conductcitationThe 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).
PremisecitationMeningeal 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).
PremisecitationActivation 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 dataAt 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 claimMay combine two claims.
Findingown dataIn 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 dataL2-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 dataA 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 dataL2-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 dataChol-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 claimMay combine two claims.
Findingown dataL2-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 claimMay combine two claims.
Findingown dataL2-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 dataAfter 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 dataAt 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 claimMay combine two claims.
Findingown dataUnconjugated 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 claimMay combine two claims.
Findingown dataL2-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 claimMay combine two claims.
PremisecitationCompounds 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 dataL2-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.
InterpretationreasoningUnconjugated 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 claimMay combine two claims.
Interpretationown dataL2-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 claimMay combine two claims.
Interpretationown dataUnconjugated 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataAn 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 claimClassified as probably not a substantial claim.
Premisenone givenPerivascular 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationSingle 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 conductcitationOligodendrocytes 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.
InterpretationreasoningL2-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 claimMay combine two claims.
Study design and conductown dataACSA2 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenFor 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenAll samples were analyzed according to standard ΔΔCt methodology.
“All samples were analyzed according to standard ΔΔCt methodology.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenEach 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataBicinchoninic 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenA 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataRat 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenAll 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataConventional 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenSingle color compensation controls were run for each fluorophore.
“Single color compensation controls were run for each fluorophore.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataL2-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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenCounts 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenDatasets were merged without batch correction.
“Datasets were merged without batch correction”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationReduced 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.
PremisecitationRecent 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 givenCells 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
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.”
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Murlidharan, G., Crowther, A., Reardon, R. A., Song, J., & Asokan, A. (2016) · JCI Insight · doi:10.1172/jci.insight.88034 · Cited by 72 · see citing works
CNS border-associated macrophages in the homeostatic and ischaemic brain
Gerganova, G., Riddell, A., & Miller, A. A. (2022) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2022.108220 · Cited by 72 · see citing works
Anfray, A., Schaeffer, S. M., Hattori, Y., Santisteban, M. M., Casey, N., Wang, G., Strickland, M. R., Zhou, P., Holtzman, D. M., Anrather, J., et al. (2024) · Nature Neuroscience · doi:10.1038/s41593-024-01757-6 · Cited by 64 · see citing works
A single-cell map of antisense oligonucleotide activity in the brain
Mortberg, M. A., Gentile, J. E., Nadaf, N. M., Vanderburg, C., Simmons, S., Dubinsky, D., Slamin, A., Maldonado, S., Petersen, C. L., Jones, N., et al. (2023) · Nucleic Acids Research · doi:10.1093/nar/gkad371 · Cited by 54 · see citing works
Hoogenboezem, E. N., Patel, S. S., Lo, J. H., Cavnar, A. B., Babb, L. M., Francini, N., Gbur, E. F., Patil, P., Colazo, J. M., Michell, D. L., et al. (2024) · Nature Communications · doi:10.1038/s41467-024-45609-0 · Cited by 52 · see citing works
Self-citationGodinho, B. M. D. C., Gilbert, J. W., Haraszti, R. A., Coles, A. H., Biscans, A., Roux, L., Nikan, M., Echeverria, D., Hassler, M., & Khvorova, A. (2017) · Nucleic Acid Therapeutics · doi:10.1089/nat.2017.0690 · Cited by 52 · see citing works
Development of a simple, rapid, and robust intrathecal catheterization method in the rat
Mazur, C., Fitzsimmons, B., Kamme, F., Nichols, B., Powers, B. E., & Wancewicz, E. V. (2017) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2017.02.001 · Cited by 40 · see citing works
MRI of whole rat brain perivascular network reveals role for ventricles in brain waste clearance
Magdoom, K. N., Brown, A., Rey, J., Mareci, T. H., King, M. A., & Sarntinoranont, M. (2019) · Scientific Reports · doi:10.1038/s41598-019-44938-1 · Cited by 35 · cited 1× · see citing works
“15,29 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.”
Ferguson, C. M., Godinho, B. M. D. C., Alterman, J. F., Coles, A. H., Hassler, M., Echeverria, D., Gilbert, J. W., Knox, E. G., Caiazzi, J., Haraszti, R. A., et al. (2021) · JCI Insight · doi:10.1172/jci.insight.152203 · Cited by 27 · see citing works
Sarli, S. L., Fakih, H. H., Kelly, K., Devi, G., Rembetsy-Brown, J. M., McEachern, H. R., Ferguson, C. M., Echeverria, D., Lee, J., Sousa, J., et al. (2024) · Nucleic Acids Research · doi:10.1093/nar/gkae260 · Cited by 18 · cited 1× · see citing works
“26,27 Thus, to advance clinically relevant lipid-siRNA biotechnology, a balance must be achieved between transport through CSF compartments (including perivascular spaces), dispersion through parenchymal tissue, and sufficient cellular uptake, all without overt toxicity.”
BackgroundAlbumin-binding RNAi Conjugate for Carrier Free Treatment of Arthritis
Colazo, J. M., Hoogenboezem, E. N., Keech, M. C., Francini, N., Shah, V., Yu, F., Lo, J. H., Sorets, A. G., McCune, J. T., Cho, H., et al. (2023) · doi:10.1101/2023.05.31.542971 · Cited by 11 · cited 1× · see citing works
“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.”
Self-citationRey, J. A., Farid, U. M., Najjoum, C. M., Brown, A., Magdoom, K. N., Mareci, T. H., & Sarntinoranont, M. (2023) · Scientific Reports · doi:10.1038/s41598-023-34850-0 · Cited by 8 · see citing works
Iadecola, C., Anfray, A., Schaeffer, S., et al. (2023) · doi:10.21203/rs.3.rs-3222611/v1 · Cited by 3
Flagged first, then by citations
Research works printed but not linked: 1
- [42]Drieu A. Parenchymal border macrophages regulate CSF flow dynamics. Nature 611, 585– 593 (2022). 36352225 PMC9899827
Cited by
Sorted by citations
Yates, A. K., Murray, H., Kjar, A., Chavarría, D., Masters, H., Kim, H., Ligocki, A. P., Jefferson, A. L., & Lippmann, E. S. (2025) · Fluids and Barriers of the CNS · doi:10.1186/s12987-025-00683-4 · Cited by 10 · see citing works
Self-citationTAMing Gliomas: Unraveling the Roles of Iba1 and CD163 in Glioblastoma
Fuse, H., Zheng, Y., Alzoubi, I., & Graeber, M. B. (2025) · Cancers · doi:10.3390/cancers17091457 · Cited by 6 · see citing works
“This technical difficulty could potentially be overcome by conjugating the desired siRNA to a lipophilic or hydrophobic agent, which facilitates dispersion of siRNA to the entire CNS parenchyma [106].”
Sorets, A. G., Schwensen, K. R., Francini, N., Kjar, A., Lyons, S., Park, J. C., Palmer, D., Abdulrahman, A. M., Cowell, R. P., Katdare, K. A., et al. (2025) · Journal of Controlled Release · doi:10.1016/j.jconrel.2025.114226 · Cited by 2 · see citing works
Self-citationBrain‐Targeting siRNA Delivery to Tackle Alzheimer's Disease
Yang, Q., Chen, Z., Zhu, J., Chai, T., Tang, F., Fan, M., Li, Y., Chen, S., Liu, Y., & Zheng, M. (2026) · Wiley Interdisciplinary Reviews Nanomedicine and Nanobiotechnology · doi:10.1002/wnan.70076
- 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
- ORCID
- Venue
- bioRxiv (Cold Spring Harbor Laboratory)
- Publisher
- openRxiv
- Published
- 2024-06-10
- PMC
- PMC11195074
- OpenAlex
- W4399480659
- Semantic Scholar
- fc976f9945530dd602793ccf70fd57976f9f683b
- Cited by
- 4
- References
- 10
- Citations by year
- 2026: 1 · 2025: 3
- Type
- posted content
- Language
- en
- Open access
- green
- doi.org
- Licence
- 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.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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