Elucidating brain transport pathways and cell type-dependent gene silencing of a durable lipid–siRNA conjugate administered into cerebrospinal fluid
Open accessAbstract
The clinical neurosciences are in the midst of a renaissance spurred by the development of new therapeutic modalities. Short interfering RNAs (siRNAs), in particular, are gaining interest for treating neurological diseases owing to their capacity to sustain inhibition of nearly any gene target. However, to be effective, siRNA therapies must achieve delivery and on-target gene silencing activity in specific sites and cells in the brain. To this end, we developed a lipid–siRNA conjugate (L2-siRNA) that transports effectively throughout the brain when injected into cerebrospinal fluid (CSF). We provide a detailed examination of regional bulk tissue gene silencing in mice, highlighting potent knockdown 5 months after a single injection without detectable toxicity. Intrathecal delivery of L2-siRNA in rats further illustrates effective transport and knockdown using a clinically relevant route of administration. Single-cell RNA sequencing was additionally performed in mice to generate an atlas of cell type-specific knockdown. Lastly, we benchmarked L2-siRNA gene silencing activity in different brain regions against antisense oligonucleotides, a related but different gene silencing modality. Collectively, this work examines properties of lipid–siRNA conjugates that facilitate CSF to brain delivery and supports L2-siRNA as a promising platform for silencing genes implicated in central nervous system disorders.
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Written from the paper’s full text.
TL;DR
A lipid–siRNA conjugate (L2-siRNA) delivered into cerebrospinal fluid in mice and rats achieves broad CNS transport, durable gene silencing, and cell-type-dependent knockdown without detectable toxicity. L2-siRNA outperforms unconjugated siRNA and, in head-to-head comparisons, an Htt-targeting antisense oligonucleotide in most brain regions.
Key findings
- After a single ICV injection of 15 nmol L2-siRNAHtt in mice, Htt mRNA knockdown was >50% in all brain regions tested at 1 month, and mRNA silencing remained detectable in all examined parenchymal regions at 5 months; HTT protein was still reduced in striatum and hippocampus at 5 months.
- L2-siRNA reached perivascular spaces and deep brain structures from subarachnoid and perivascular CSF pathways; in rats, intrathecal delivery of 30 nmol (~400 μg) distributed throughout the brain and spinal cord, and 60 nmol (~800 μg) L2-siRNAHtt lowered HTT protein in all brain regions examined, though striatum and thalamus showed attenuated lowering (~25%) versus cortical regions.
- scRNA-seq after 1 month showed cell-type-dependent Ppib silencing: RT-qPCR confirmed 45% knockdown in Cd11bpos and 65% in Cd11bneg populations; scRNA-seq showed ~40% knockdown in homeostatic microglia, ~50% in activated microglia, ~70% in resident CNS macrophages, and robust silencing in MHCII+ macrophages, choroid plexus epithelial cells, and multiple leptomeningeal fibroblast populations.
- In mice, L2-siRNAHtt was more potent than ASOHtt in all parenchymal and spinal cord regions except hippocampus; striatal Htt reduction was ~80% with L2-siRNAHtt versus ~25% with ASOHtt. In rats, L2-siRNAHtt was more potent than ASOHtt in all regions examined, especially distal regions such as frontal cortex, thalamus, striatum, and olfactory bulb.
Methods
- L2-siRNA was synthesized with alternating 2′OMe/2′F chemistry, phosphorothioate linkages, 5′ vinyl phosphonate on the antisense strand, and two 18-carbon lipid tails linked via an 18-ethylene glycol spacer; unconjugated siRNA and cholesterol-conjugated siRNA were comparators.
- Mice received bilateral ICV injections (typically 15 nmol; 5–10 nmol for some biodistribution studies), and rats received lumbar intrathecal catheter injections (30 nmol for 48-h biodistribution; 60 nmol for 1-month knockdown); CNS tissues were analyzed by RT-qPCR, western blot, PNA hybridization assay, histology, flow cytometry, and scRNA-seq.
- scRNA-seq was performed 1 month after 15 nmol L2-siRNAPpib or L2-siRNANTC, with Cd11b-positive and -negative MACS sorting; data were processed in Seurat/PIPseeker and compared with RT-qPCR from matched samples.
Limitations
- The paper states that scRNA-seq dropout required choosing a highly abundant target transcript (Ppib), and that pre-sorting Cd11b-positive cells biases cell capture; the authors recommend future studies sequence more unsorted cells.
- The paper states that mouse ICV delivery does not recapitulate the regional distribution of intrathecal injection, especially in deep brain structures, and that intrathecal delivery showed attenuated silencing in distal regions such as thalamus and striatum.
- Evident from the text: most mouse studies used adult male C57BL/6J mice, and the 1-month rat intrathecal study used male Sprague Dawley rats, so sex-specific effects are not addressed; toxicity assessments are limited to the doses and rodent models used.
Model-written summary. Check it against the paper before relying on it.
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Claims the paper makes
35 of 47 cited sources checked · 18 supported · 2 flagged · accuracy not yet measured
- Premisecitation
ASOs are not well suited for deep brain structure targets.
“numerous studies suggest that ASOs are not well suited for deep brain structure targets [16,47,52].”
Quote in the paperSubstantial claim2 of 3 sources checked- cites [16] Kordasiewicz, 2012, Sustained therapeutic reversal of Huntington’s disease by transient repression of huntingtin synthesis, Neuron source
The Results (page unavailable) report ASO accumulation in the mouse striatum, thalamus, midbrain, and brainstem, with significant huntingtin suppression in those regions. Although the reported reduction in the primate caudate was not statistically significant, the Discussion (page unavailable) describes ASO infusion as effective and capable of targeting many brain regions. The paper therefore makes a contrary point to the broad claim that ASOs are not well suited to deep-brain targets. (LLM, conf=0.86)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured - cites [47] Barker, 2024, Targeting transferrin receptor to transport antisense oligonucleotides across the mammalian blood–brain barrier, Sci Transl Med source
- cites [52] Jafar-Nejad, 2021, The atlas of RNase H antisense oligonucleotide distribution and activity in the CNS of rodents and non-human primates following central administration, Nucleic Acids Res source
The Discussion (page not provided) reports less ASO accumulation and RNA knockdown in some deep structures, including the striatum, caudate, putamen, and globus pallidus. It says higher doses are needed to achieve the desired suppression there, not that ASOs are generally unsuited to deep-brain targets; the Discussion also reports widespread activity across most CNS regions. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Premisecitation
Conjugating cholesterol to an siRNA promotes robust cellular association.
“conjugating cholesterol to an siRNA promotes robust cellular association, but generates steep concentration gradients around CSF–brain interfaces at the expense of delivery to deeper brains structures [11].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [11] Alterman, 2015, Hydrophobically modified siRNAs silence huntingtin mRNA in primary neurons and mouse brain, Mol Ther Nucleic Acids source
- Premisecitation
Conjugating cholesterol to an siRNA generates steep concentration gradients around CSF-brain interfaces at the expense of delivery to deeper brain structures.
“conjugating cholesterol to an siRNA promotes robust cellular association, but generates steep concentration gradients around CSF–brain interfaces at the expense of delivery to deeper brains structures [11].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [11] Alterman, 2015, Hydrophobically modified siRNAs silence huntingtin mRNA in primary neurons and mouse brain, Mol Ther Nucleic Acids source
The Results section (‘hsiRNA distribution in vivo in mouse brain after intrastriatal injection’; page not provided) reports a steep fluorescence gradient from the injection site, with no visually detectable fluorescence on the opposite side. The paper does not place that gradient at a CSF–brain interface or establish that cholesterol conjugation caused reduced delivery to deeper brain structures. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
Systemic delivery of siRNA-based therapeutics does not reach the CNS in meaningful concentrations due to the blood-brain barrier.
“The most common injection route for nucleic acid therapies is into cerebrospinal fluid (CSF) because, at present, systemic delivery of siRNA-based therapeutics do not reach the CNS in meaningful concentrations due to the blood–brain barrier [5, 6].”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [5] Wu, 2023, The blood–brain barrier: structure, regulation, and drug delivery, Signal Transduct Target Ther source
The Introduction says the intact BBB excludes macromolecular therapeutics from the brain, and “Strategies for BBB regulation and crossing” describes intrathecal delivery as a typical way to bypass it (page numbers unavailable). The source does not establish that CSF injection is the most common route for nucleic acid therapies or quantify whether systemic siRNA delivery reaches meaningful CNS concentrations; it also describes an engineered siRNA formulation that promotes BBB crossing. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [6] DeVos, 2013, Antisense oligonucleotides: treating neurodegeneration at the level of RNA, Neurotherapeutics source
The “Pharmacokinetic Properties of ASOs” section says systemically delivered antisense oligonucleotides (ASOs) do not cross the blood–brain barrier and describes delivery into CSF as a way around it. That supports the delivery rationale, but the cited passage concerns ASOs, not the claim’s specific assertion about siRNA-based therapeutics. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Findingcitation
CSF access points for oligonucleotide injections can change biodistribution.
“We also showed that CSF access points for oligonucleotide injections can change biodistribution [46].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [46] Ferguson, 2021, Comparative route of administration studies using therapeutic siRNAs show widespread gene modulation in Dorset sheep, JCI Insight source
- Premisecitation
Vinyl phosphonate at the 5′ antisense position is an important feature for maximal silencing in the CNS.
“vinyl phosphonate was integrated at the 5′ antisense position, which is an important feature for maximal silencing in the CNS [8,22].”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [8] Brown, 2022, Expanding RNAi therapeutics to extrahepatic tissues with lipophilic conjugates, Nat Biotechnol source
- cites [22] Alterman, 2019, A divalent siRNA chemical scaffold for potent and sustained modulation of gene expression throughout the central nervous system, Nat Biotechnol source
Online Methods (Vinyl phosphonate deprotection; page unavailable) describes preparing a vinylphosphonate-containing oligonucleotide, and the Results report potent CNS silencing with Di-siRNA. Our copy does not establish that vinyl phosphonate was at the 5′ antisense position or that it was important for maximal silencing; the efficacy evidence instead discusses phosphorothioate modifications. (LLM, conf=0.80)
Experimental — accuracy not yet measured
- Findingown data
Unconjugated siRNA rapidly disperses through mouse brain and spinal cord by 2 h but is minimally retained by 48 h after ICV injection.
“Unconjugated siRNA rapidly dispersed through the mouse brain and spinal cord by 2 h but was minimally retained by 48 h (Fig. 1C and D).”
Quote in the paperSubstantial claim - Findingown data
L2-siRNA transports effectively throughout the brain when injected into cerebrospinal fluid (CSF).
“we developed a lipid–siRNA conjugate (L2-siRNA) that transports effectively throughout the brain when injected into cerebrospinal fluid (CSF).”
Quote in the paperSubstantial claim - Findingown data
Microglia show the highest L2-siRNA uptake among examined CNS cell types.
“Microglia, which are resident CNS phagocytes, showed the highest L2-siRNA uptake (Supplementary Fig. S8).”
Quote in the paperNot a substantial claim - Findingown data
Regions with the highest L2-siRNA delivery (striatum, hippocampus, cortex) also generate the most gene silencing at all time points.
“Consistently, regions with the highest delivery (striatum, hippocampus, and cortex) also generated the most gene silencing at all time points.”
Quote in the paperSubstantial claim - Findingown data
L2-siRNAPpib produces 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- Rests on an assumption: Luciferase is not expressed in mice.
- Findingown data
L2-siRNA penetrates deeper into the brain from subarachnoid CSF at early time points compared to Chol-siRNA.
“In contrast, L2-siRNA penetrated deeper into the brain from subarachnoid CSF at early time points compared to Chol-siRNA (Fig. 1E).”
Quote in the paperSubstantial claim - Findingown data
L2-siRNA produces no detectable toxicity in mice after a single injection.
“highlighting potent knockdown 5 months after a single injection without detectable toxicity.”
Quote in the paperSubstantial claim - Findingown data
Unconjugated siRNA accumulates highly in kidneys at 2 h after ICV injection.
“Coupled with the observation of high siRNA accumulation in kidneys at 2 h (Supplementary Fig. S2)”
Quote in the paperSubstantial claim - Findingown data
Single-cell RNA sequencing in mice generated an atlas of cell type-specific knockdown.
“Single-cell RNA sequencing was additionally performed in mice to generate an atlas of cell type-specific knockdown.”
Quote in the paperSubstantial claim - Findingown data
L2-siRNAPpib is active in a variety of other cell types identified in the Cd11bneg population.
“In addition to potent myeloid gene knockdown, L2-siRNAPpib was active in a variety of other cell types identified in the Cd11bneg population (Fig. 4F and Supplementary Fig. S10).”
Quote in the paperSubstantial claim- Rests on an assumption: Luciferase is not expressed in mice.
- Findingown data
L2-siRNA achieves greater perivascular delivery than Chol-siRNA.
“Quantifying Cy5 intensity between these markers confirmed that L2-siRNA achieves greater perivascular delivery than Chol-siRNA (Fig. 1G).”
Quote in the paperSubstantial claim - Findingown data
Chol-siRNA and unconjugated siRNA show no association with albumin in ex vivo human CSF.
“In comparison, Chol-siRNA and unconjugated siRNA showed no association with albumin (Supplementary Fig. S1C and D).”
Quote in the paperSubstantial claim - Findingown data
The most potent knockdown is observed in cells directly contacting CSF, such as arachnoid barrier cells and pial fibroblasts.
“The most potent knockdown was observed in cells directly contacting CSF, such as arachnoid barrier cells, pial fibroblasts, and”
Quote in the paperSubstantial claim- Rests on an assumption: Luciferase is not expressed in mice.
- Findingown data
L2-siRNA localizes within the perivascular space between Glut1+ endothelial cells and Aquaporin-4+ astrocytic parenchymal glia limitans.
“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. 1F).”
Quote in the paperSubstantial claim - Findingown data
L2-siRNA is present at high concentration within perivascular cells throughout the parenchyma.
“We visualized the vascular network 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
Treatment with L2-siRNANTC does not change Htt expression appreciably compared to vehicle in brain regions after ICV delivery.
“We determined that treatment with L2-siRNANTC did not change Htt expression appreciably compared to vehicle (Supplementary Fig. S5)”
Quote in the paperSubstantial claim - 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 paperSubstantial claim - Findingown data
At longer time points, L2-siRNA demonstrates a punctate pattern throughout the brain and spinal cord, presumably associated with perivascular spaces.
“At longer time points, L2-siRNA demonstrated a punctate pattern throughout the brain and spinal cord, presumably associated with perivascular spaces (Fig. 1C and D, and Supplementary Fig. S3).”
Quote in the paperSubstantial claim - Findingown data
L2-siRNA is extensively delivered to perivascular Lyve1+ macrophages.
“We observed extensive delivery to perivascular Lyve1+ macrophages, as evidenced by localization of bright L2-siRNA puncta (Fig. 5E).”
Quote in the paperSubstantial claim - Findingown data
At 5 months, L2-siRNAHtt still achieves mRNA silencing in all examined parenchymal regions.
“Impressively, at a prolonged 5-month time point, L2-siRNAHtt still achieved mRNA silencing in all examined parenchymal regions.”
Quote in the paperSubstantial claim- Rests on an assumption: Luciferase is not expressed in mice.
- 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. S1B).”
Quote in the paperNot a substantial claim - Findingown data
L2-siRNA shows widespread uptake in MHCII+ macrophages.
“MHCII+ macrophages are most abundant in the choroid plexus and meninges [37], and we similarly observe widespread uptake of L2-siRNA in this population (Fig. 5F).”
Quote in the paperSubstantial claim - Findingown data
L2-siRNA associates with albumin in ex vivo human CSF, eluting in the same FPLC fractions as albumin.
“We evaluated L2-siRNA association with albumin in ex vivo human CSF using FPLC, which showed L2-siRNA eluting in the same fractions as albumin.”
Quote in the paperSubstantial claim - Findingown data
L2-siRNA produces potent knockdown in regional bulk brain tissue in mice 5 months after a single injection.
“highlighting potent knockdown 5 months after a single injection without detectable toxicity.”
Quote in the paperSubstantial claim - Findingown data
L2-siRNA levels in the spinal cord decrease linearly over time from ∼3 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 to ∼1 ng/mg (Fig. 3C and D).”
Quote in the paperSubstantial claim - Findingown data
L2-siRNA similarly accesses perivascular spaces in the brain and spinal cord when injected ICV in a lower volume (2 μl) compared with 10 μl at an equimolar dose.
“We found that L2-siRNA similarly accessed perivascular spaces in the brain and spinal cord when injected in the lower volume (Supplementary Fig. S4)”
Quote in the paperSubstantial claim - Findingown 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”
Quote in the paperSubstantial claim - Findingown data
mRNA lowering was consistently more effective than protein knockdown for L2-siRNA.
“We also noticed that mRNA lowering was consistently more effective than protein knockdown.”
Quote in the paperNot a substantial claim - Findingown data
Delivery of L2-siRNA to deep brain structures (striatum and thalamus) was ∼2-3× lower than delivery to the cortex after intrathecal delivery in rats.
“while delivery to deep brain structures (striatum and thalamus) was ∼2–3× lower than delivery to the cortex (Supplementary Fig. S17A–C).”
Quote in the paperNot a substantial claim - Findingown data
Every mouse injected with an L2-siRNA conjugate (Htt, Ppib, NTC) survived to its predetermined endpoint.
“In addition, every mouse injected with an L2-siRNA conjugate (Htt, Ppib, NTC) survived to its predetermined endpoint.”
Quote in the paperSubstantial claim - Findingown data
Treatment with L2-siRNA was overall well tolerated in rodents.
“Treatment with L2-siRNA was overall well tolerated in rodents.”
Quote in the paperSubstantial claim - Findingown data
mRNA knockdown of L2-siRNA was most potent at 1 month after ICV injection in mice.
“while mRNA knockdown was most potent at 1 month”
Quote in the paperNot a substantial claim - Findingown data
HTT protein lowering was attenuated in the striatum and thalamus (∼25% lowering) compared to cortical regions after intrathecal L2-siRNAHtt in rats.
“but were attenuated in the striatum and thalamus (∼25% lowering) compared to the cortical regions (Fig. 6D).”
Quote in the paperSubstantial claim - Findingown data
HTT protein levels were lowered in all brain regions examined after intrathecal L2-siRNAHtt in rats.
“HTT protein levels were lowered in all brain regions examined”
Quote in the paperSubstantial 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 (Supplementary Fig. S12D and E).”
Quote in the paperSubstantial claim - Findingown data
Immunohistochemical staining of GFAP 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 (Supplementary Fig. S12A and B).”
Quote in the paperSubstantial claim - Findingown data
L2-siRNA achieves a balanced cell internalization profile, distributing further and more homogeneously into the parenchyma from subarachnoid and perivascular CSF compared to Chol-siRNA.
“Here, we showed that L2-siRNA achieves a balanced cell internalization profile, distributing further and more homogeneously into the parenchyma from subarachnoid and perivascular CSF compared to Chol-siRNA.”
Quote in the paperSubstantial claim - Findingown data
L2-siRNAHtt generated potent Htt mRNA reduction throughout the cortex, hippocampus, brainstem, olfactory bulb, cerebellum, and ventral striatum after intrathecal delivery in rats.
“L2-siRNAHtt generated particularly potent gene silencing activity throughout the cortex, hippocampus, brainstem, olfactory bulb, cerebellum, and ventral striatum (Supplementary Fig. S17D).”
Quote in the paperSubstantial claim - Findingown data
L2-siRNA showed considerable transport along penetrating vessels both at the surface and in deep regions of the rat brain after intrathecal delivery.
“which revealed considerable transport along penetrating vessels both at the surface and in deep regions of the brain (Fig. 6B).”
Quote in the paperSubstantial claim - Findingown data
The cerebellum, brainstem, and olfactory bulb exhibited the greatest retention of oligonucleotide after intrathecal L2-siRNA delivery in rats.
“the cerebellum, brainstem, and olfactory bulb exhibited the greatest retention of oligonucleotide”
Quote in the paperNot a substantial claim - Findingown data
L2-siRNA achieved sustained gene and protein inhibition after ICV injection in mice.
“L2-siRNA achieved sustained gene and protein inhibition after ICV injection in mice.”
Quote in the paperSubstantial claim - Findingnone given
Oligonucleotides administered ICV can cross the ependymal lining of the ventricles and achieve robust delivery to deep brain regions such as the striatum.
“Unlike therapeutics injected intrathecally, oligonucleotides administered ICV can cross the ependymal lining of the ventricles and achieve robust delivery to deep brain regions such as the striatum.”
Quote in the paperSubstantial claim - Findingreasoning
Protein knockdown of L2-siRNA peaked at 3 months after ICV injection in mice.
“protein knockdown peaked at 3 months”
Quote in the paperSubstantial claim - Findingown data
In mice, L2-siRNAHtt reduced striatal Htt by ∼80% compared to ∼25% reduction by ASOHtt.
“L2-siRNAHtt was more effective in the striatum (∼80% reduction) than ASOHtt (∼25% reduction) in mice”
Quote in the paperSubstantial claim - Findingown data
The PNA assay revealed differential levels of regional siRNA accumulation in rat brain after intrathecal delivery.
“The PNA assay revealed differential levels of regional siRNA accumulation”
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 2 weeks after ICV injection at 15 nmol or 5 nmol.
“Notably, no difference in pro-inflammatory cytokine, chemokine, or growth factor levels was observed between vehicle and L2-siRNAHtt (Supplementary Figs S12F and S13).”
Quote in the paperSubstantial claim - Findingown data
After intrathecal injection into rats, L2-siRNAHtt was more potent than ASOHtt in all regions examined, most notably in regions distal to the injection site such as frontal cortex, thalamus, striatum, and olfactory bulb.
“Similarly, after intrathecal injection into rats, L2-siRNAHtt was more potent than ASOHtt in all regions examined, most notably in regions distal to the injection site, such as the frontal cortex, thalamus, striatum, and olfactory bulb (Fig. 7B).”
- Also stated in: § Discussion · boosted
“In a direct comparison, we demonstrated that L2-siRNAHtt was more potent than ASOHtt across all brain regions in the intrathecal rat model, including the striatum where HD pathology manifests.”
Quote in the paperSubstantial claim - Also stated in: § Discussion · boosted
- Findingown data
No changes in serum markers were observed after ICV injection in mice or intrathecal injection in rats.
“we similarly did not observe changes in serum markers after ICV injection in mice or intrathecal injection in rats (Supplementary Figs S14 and S15).”
Quote in the paperSubstantial claim - Findingown data
L2-siRNA was distributed throughout all regions of the rat spinal cord after intrathecal delivery.
“Robust distribution throughout all regions of the spinal cord was observed”
Quote in the paperSubstantial claim - Findingreasoning
Ependymal cells experienced the greatest gene silencing after ICV injection of L2-siRNA.
“we found that these cells experienced the greatest gene silencing.”
Quote in the paperSubstantial claim- Rests on an assumption: Ependymal cells line the ventricles and experience the highest concentration of siRNA after an ICV injection.
- Findingown data
Microglia (activated and homeostatic) could be effectively targeted with L2-siRNA.
“Another key finding was that microglia (activated and homeostatic), an important but difficult to manipulate cell type, could be effectively targeted with L2-siRNA.”
Quote in the paperSubstantial claim - Interpretationown data
The study established a novel approach for detecting cell-specific siRNA silencing using scRNA-seq.
“Overall, we established a novel approach for detecting cell-specific siRNA silencing using scRNA-seq.”
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 [31].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [31] Ralvenius, 2024, Nanoparticle-mediated delivery of anti-PU.1 siRNA via localized intracisternal administration reduces neuroinflammation, Adv Mater source
- Premisereasoning
The central delivery challenge for siRNA drugs is co-optimizing cellular uptake with deep tissue penetration, two processes that are seemingly at odds with one another.
“The central delivery challenge for siRNA drugs is co-optimizing cellular uptake with deep tissue penetration, two processes that are seemingly at odds with one another.”
Quote in the paperSubstantial claim- Rests on an assumption: The limited interface between bulk CSF circulation and brain parenchyma poses a considerable challenge for achieving therapeutic effects beyond the superficial layers of the brain adjacent to CSF.
- Interpretationown data
L2-siRNA is a promising platform for silencing genes implicated in central nervous system disorders.
“Collectively, this work examines properties of lipid–siRNA conjugates that facilitate CSF to brain delivery and supports L2-siRNA as a promising platform for silencing genes implicated in central nervous system disorders.”
- Also stated in: § Introduction · boosted
“Collectively, this work establishes L2-siRNA as a promising platform for gene silencing across cell types and regions of the CNS.”
Quote in the paperSubstantial claim- Rests on an assumption: The limited interface between bulk CSF circulation and brain parenchyma poses a considerable challenge for achieving therapeutic effects beyond the superficial layers of the brain adjacent to CSF.
- Rests on an assumption: Efficacious siRNA delivery to deep brain structures such as the striatum remains an unmet need for therapeutics administered into the CSF.
- Rests on an assumption: Neurodegenerative diseases manifest in specific regions and cell types.
- Rests on an assumption: CSF-interfacing brain border cells play an emerging role in health and disease.
- Also stated in: § Introduction · boosted
- Interpretationown data
L2-siRNAHtt potentiates widespread and prolonged gene and protein silencing throughout the CNS compared to the parent siRNA.
“Overall, our data show that L2-siRNAHtt potentiates widespread and prolonged gene and protein silencing throughout the CNS compared to the parent siRNA.”
Quote in the paperSubstantial claim- Rests on an assumption: Luciferase is not expressed in mice.
- Interpretationown data
The molecular properties of L2-siRNA, rather than injection volume or pressure-driven effects, are responsible for its perivascular access.
“suggesting that the molecular properties of L2-siRNA are responsible for the observed outcomes.”
Quote in the paperSubstantial claim - Study design and conductown data
The measured knockdown by RT-qPCR on the same samples was equivalent to the scRNA-seq computation.
“We validated the methodology by running RT-qPCR on the same samples and confirmed that the measured knockdown was equivalent to the scRNA-seq computation.”
Quote in the paperSubstantial claim - Interpretationreasoning
ICV delivery does not recapitulate the regional distribution observed after an intrathecal injection, especially in deep brain structures.
“Importantly, however, ICV delivery does not recapitulate the regional distribution observed after an intrathecal injection, especially in deep brain structures.”
Quote in the paperSubstantial claim- Rests on an assumption: Intrathecal delivery is the most common oligonucleotide delivery route in humans, and most screening studies in mice are conducted using the ICV route due to technical challenges associated with intrathecal injections in smaller rodents.
- Premisecitation
Intrathecally administered compounds must travel further along the spinal cord before reaching rostral brain regions.
“In contrast, intrathecally administered compounds must travel further along the spinal cord before reaching rostral brain regions [47].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [47] Barker, 2024, Targeting transferrin receptor to transport antisense oligonucleotides across the mammalian blood–brain barrier, Sci Transl Med source
- Interpretationown data
The scRNA-seq study revealed new insights into L2-siRNA activity that could not be determined from bulk tissue analyses.
“The scRNA-seq study revealed new insights into L2-siRNA activity that could not be determined from bulk tissue analyses.”
Quote in the paperSubstantial claim - Premisecitation
Ppib is abundantly and ubiquitously expressed across CNS cell types.
“we used an siRNA sequence targeting Ppib because this gene is abundantly and ubiquitously expressed across CNS cell types [27].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [27] Vanlandewijck, 2018, A molecular atlas of cell types and zonation in the brain vasculature, Nature source
- Interpretationown data
Rigorous characterization of L2-siRNA activity in mice and rats revealed durable silencing throughout numerous regions and cell types of the CNS and brain borders.
“Rigorous characterization of L2-siRNA activity in mice and rats revealed durable silencing throughout numerous regions and cell types of the CNS and brain borders.”
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 [37], 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 [37] Van Hove, 2019, A single-cell atlas of mouse brain macrophages reveals unique transcriptional identities shaped by ontogeny and tissue environment, Nat Neurosci source
- Interpretationown data
L2-siRNA has a practical therapeutic index.
“suggesting that L2-siRNA has a practical therapeutic index.”
Quote in the paperSubstantial claim - Interpretationown data
L2-siRNA does not induce astrogliosis.
“collectively suggesting that L2-siRNA does not induce astrogliosis.”
Quote in the paperSubstantial claim - Interpretationreasoning
The long half-life of HTT protein (∼2 weeks) presumably explains why protein knockdown peaked at 3 months.
“presumably owing to the long half-life of the HTT protein (∼2 weeks).”
Quote in the paperNot a substantial claim- Rests on an assumption: HTT protein has a long half-life of approximately 2 weeks.
- May combine two claims. 52
- Classified as probably not a substantial claim. 22
May combine two claims.
PremisecitationUnconjugated siRNA administered carrier-free into CSF penetrates throughout the CNS but is not sufficiently internalized by cells to achieve potent gene silencing.
“For example, unconjugated siRNA structures administered carrier-free into CSF penetrate throughout the CNS but are not sufficiently internalized by cells to achieve potent gene silencing [8].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [8] Brown, 2022, Expanding RNAi therapeutics to extrahepatic tissues with lipophilic conjugates, Nat Biotechnol source
The Discussion says siRNAs lacking C16 are functionally taken up near the injection site but do not disperse broadly into CNS parenchyma. That is contrary to the claim that unconjugated siRNA penetrates throughout the CNS but fails because cells do not sufficiently internalize it. The optimization results also report minimal activity for an unconjugated siRNA, but do not establish the claimed distribution or uptake mechanism. (LLM, conf=0.88)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
PremisecitationL2-siRNA was optimized in the context of navigating systemic delivery to tumors.
“We recently developed a lipid–siRNA conjugate termed “L2-siRNA” that was optimized in the context of navigating systemic delivery to tumors [12].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [12] Hoogenboezem, 2024, Structural optimization of siRNA conjugates for albumin binding achieves effective MCL1-directed cancer therapy, Nat Commun source
May combine two claims.
PremisecitationL2-siRNA exhibited balanced cell uptake and transport properties in serum, modulated by reversible shielding of the lipids due to albumin binding.
“The L2-siRNA conjugate exhibited balanced cell uptake and transport properties in serum, which was modulated by reversible shielding of the lipids due to albumin binding [12].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [12] Hoogenboezem, 2024, Structural optimization of siRNA conjugates for albumin binding achieves effective MCL1-directed cancer therapy, Nat Commun source
Classified as probably not a substantial claim.
PremisecitationConjugation of siRNA to lipophilic moieties is intended to improve cellular uptake through membrane interactions.
“Conjugation of siRNA to lipophilic moieties is intended to improve cellular uptake through membrane interactions [9, 10].”
Quote in the paperSubstantial claim1 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA hydrophilic linker helped offset the lipid hydrophobicity that promoted potent cellular entry.
“This prior work studied the effects of linker and lipid structure and revealed that a hydrophilic linker helped offset the lipid hydrophobicity that promoted potent cellular entry.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [12] Hoogenboezem, 2024, Structural optimization of siRNA conjugates for albumin binding achieves effective MCL1-directed cancer therapy, Nat Commun source
May combine two claims.
PremisecitationPrior studies have shown that albumin-binding dyes have reduced clearance to the periphery after ICV infusion in mice and accumulate in perivascular compartments after ICV injection in rats.
“because prior studies have shown that albumin-binding dyes have reduced clearance to the periphery after ICV infusion in mice [23] and accumulate in perivascular compartments after ICV injection in rats [24, 25].”
Quote in the paperSubstantial claim3 of 3 sources checked- cites [23] Ma, 2017, Outflow of cerebrospinal fluid is predominantly through lymphatic vessels and is reduced in aged mice, Nat Commun source
- cites [24] Rey, 2023, Perivascular network segmentations derived from high-field MRI and their implications for perivascular and parenchymal mass transport in the rat brain, Sci Rep source
The Results report extensive perivascular uptake after intraventricular infusion in rats, supporting the rat portion of the cited claim. The Methods identify the tracer as gadolinium-labeled albumin (Gd-DTPA-albumin), not an albumin-binding dye. The mouse clearance claim is attached to a different citation [23] and is not assessed here. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [25] Magdoom, 2019, MRI of whole rat brain perivascular network reveals role for ventricles in brain waste clearance, Sci Rep source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationDisease-associated genes are usually expressed by many CNS cell types, but select populations play an outsized role in driving disease progression.
“Disease-associated genes are usually expressed by many CNS cell types, but select populations play an outsized role in driving disease progression [48].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [48] Fu, 2018, Selective vulnerability in neurodegenerative diseases, Nat Neurosci source
The Abstract says disease-related proteins often have widespread expression while particular cell populations are selectively affected. The ‘Primary and secondary selective neuronal vulnerability’ section describes pathology arising in initially vulnerable cells and spreading to other regions. However, ‘Insight from genomics’ says many disease-associated loci are expressed in particular cell types; the paper does not establish that disease-associated genes are usually expressed across many CNS cell types. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationHtt is a disease-relevant target that is ubiquitously expressed by CNS cells, and a well-validated siRNA sequence exists for it.
“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”) [11].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [11] Alterman, 2015, Hydrophobically modified siRNAs silence huntingtin mRNA in primary neurons and mouse brain, Mol Ther Nucleic Acids source
The Introduction identifies Htt as the causative gene in Huntington’s disease. The Results (‘Potent and specific silencing with unformulated hsiRNAs in primary neurons’; page unavailable) show that HTT10150 silences Htt in primary neurons, and the in vivo Results report dose-dependent silencing in mouse brain. These passages support the disease relevance and validated siRNA sequence, but do not establish that Htt is ubiquitously expressed by CNS cells. (LLM, conf=0.87)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
PremisecitationThere is a growing appreciation for the role brain borders play in disease.
“There is a growing appreciation for the role brain borders play in disease [32], but no prior studies have rigorously evaluated siRNA delivery to the cells residing in these borders.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [32] Rustenhoven, 2022, Brain borders at the central stage of neuroimmunology, Nature source
May combine two claims.
PremisecitationSingle-nucleus atlases are not suitable for siRNAs, which only degrade cytoplasmic mRNA.
“While single-nucleus atlases have generated informative datasets for ASOs, this method is not suitable for siRNAs, which only degrade cytoplasmic mRNA [49].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [49] Mortberg, 2023, A single-cell map of antisense oligonucleotide activity in the brain, Nucleic Acids Res source
The Introduction and Discussion report that single-nucleus transcriptomics produced informative ASO target-engagement data. The Discussion’s limitations section says the method measured target engagement only in nuclei, but the paper does not establish that it is unsuitable for siRNAs or that siRNAs only degrade cytoplasmic mRNA. Page numbers were not provided in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationLeveraging convective CSF flow along perivascular spaces could overcome diffusional limitations and provide a direct mechanism for transport to deep brain structures.
“Leveraging convective CSF flow along perivascular spaces could overcome diffusional limitations and provide a direct mechanism for transport to deep brain structures [13–15].”
Quote in the paperSubstantial claim3 of 3 sources checked- cites [13] Abbott, 2018, The role of brain barriers in fluid movement in the CNS: is there a ‘glymphatic’ system?, Acta Neuropathol source
- cites [14] Murlidharan, 2016, Glymphatic fluid transport controls paravascular clearance of AAV vectors from the brain, JCI Insight source
The Introduction describes convective CSF currents along paravascular compartments, and the Results report widespread AAV distribution after intra-CSF administration in wild-type mice but more localized distribution when AQP4-mediated flow is impaired. The paper does not establish that this flow overcomes diffusional limitations or provides a direct transport route specifically to deep brain structures; its observations of AAV in the thalamus and hypothalamus do not establish that mechanism. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [15] Naseri, 2021, Harnessing cerebrospinal fluid circulation for drug delivery to brain tissues, Adv Drug Deliv Rev source
Classified as probably not a substantial claim. May combine two claims.
PremisecitationSequencing coverage results in some dropout (apparent zeroes) for each gene, and scRNA-seq is conventionally used to characterize cell types and pathways governed by changes in multiple transcripts.
“Because sequencing coverage results in some dropout (apparent zeroes) for each gene, scRNA-seq is conventionally used to characterize cell types and pathways, processes governed by changes in multiple transcripts [50].”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [50] Sarkar, 2021, Separating measurement and expression models clarifies confusion in single-cell RNA sequencing analysis, Nat Genet source
The Introduction describes scRNA-seq as a way to investigate cell types, cellular processes, and pathways. The Modeling scRNA-seq measurement section says lower sequencing depth contributes to the high proportion of zeros, but also identifies low or truly zero expression as a cause; it does not say that coverage causes dropout for each gene. The paper also cautions in A call to simplify terminology that “dropout” is ambiguous and recommends calling these observations zeros. (LLM, conf=0.87)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
PremisecitationThe most common therapeutic route for CSF drug delivery is intrathecal administration into the lumbar cistern.
“The CSF has several access points for drug delivery, the most common therapeutic route being intrathecal administration into the lumbar cistern.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [43] Miller, 2022, Trial of antisense oligonucleotide Tofersen for SOD1 ALS, N Engl J Med source
The Trial Design section says tofersen was delivered by intrathecal injection through a lumbar puncture, supporting this route as an example of therapeutic CSF drug delivery. It does not say that this is the most common route, identify the lumbar cistern specifically, or compare CSF access points. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationChemically stabilized siRNA can remain intact and slowly escape from endolysosomal vesicles, gradually achieving intracellular bioavailability over time.
“which suggests that once delivered, chemically stabilized siRNA remains intact and slowly escapes from sequestration within intracellular endolysosomal vesicles, gaining access to the cytoplasmic gene silencing machinery; this phenomenon allows the internalized siRNA to gradually achieve intracellular bioavailability over time”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [44] Brown, 2020, Investigating the pharmacodynamic durability of GalNAc–siRNA conjugates, Nucleic Acids Res source
Probably not a substantial claim: may not pass S3 (load-bearing). 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 [34, 35].”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [34] Park, 2017, Brain perivascular macrophages initiate the neurovascular dysfunction of Alzheimer Aβ peptides, Circ Res source
The Introduction places perivascular macrophages in the perivascular space, and the Discussion describes their role in innate immunity and Aβ-induced neurovascular dysfunction (page numbers unavailable). The paper does not establish that border-associated macrophages reside in CSF or primarily occupy the choroid plexus and meninges, nor does it describe a general role for them in maintaining homeostasis. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [35] Gerganova, 2022, CNS border-associated macrophages in the homeostatic and ischaemic brain, Pharmacol Ther source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMHCII+ macrophages express genes involved in antigen presentation, and Lyve1+ scavenger macrophages perform essential functions including regulation of CSF flow dynamics.
“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 [36].”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [36] Drieu, 2022, Parenchymal border macrophages regulate CSF flow dynamics, Nature source
May combine two claims.
Premisecitation∼2000 cytoplasmic siRNAs are estimated to achieve maximal silencing, whereas ∼50 000 are required for an ASO.
“∼2000 cytoplasmic siRNAs are estimated to achieve maximal silencing, whereas ∼50 000 are required for an ASO [54, 55].”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [54] Wittrup, 2015, Visualizing lipid-formulated siRNA release from endosomes and target gene knockdown, Nat Biotechnol source
- cites [55] Buntz, 2019, Quantitative fluorescence imaging determines the absolute number of locked nucleic acid oligonucleotides needed for suppression of target gene expression, Nucleic Acids Res source
The Discussion (page unavailable) reports efficient downregulation with fewer than 2,000 siRNA molecules per cell, but does not describe that as maximal silencing or specify a cytoplasmic count. The Results (page unavailable) report that approximately 100,000 LNA-ASO molecules produced more than 50% knockdown, not that 50,000 ASOs were required for maximal silencing. (LLM, conf=0.90)
Experimental — accuracy not yet measured
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; Spinraza and Tofersen have extended survival for patients with spinal muscular atrophy and amyotrophic lateral sclerosis, respectively.
“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 [43,51].”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites [43] Miller, 2022, Trial of antisense oligonucleotide Tofersen for SOD1 ALS, N Engl J Med source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites [51] Finkel, 2017, Nusinersen versus sham control in infantile-onset spinal muscular atrophy, N Engl J Med source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationASOs possess modularity-they can be designed to modulate splicing, degrade mRNA, or inhibit miRNAs.
“One advantage ASOs do possess over siRNA is their modularity—they can be designed to modulate splicing, degrade mRNA, or even inhibit miRNAs”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [56] Schoch, 2017, Antisense oligonucleotides: translation from mouse models to human neurodegenerative diseases, Neuron source
May combine two claims.
Findingown dataL2-siRNAPpib potentiates gene silencing in homeostatic microglia (~40%), activated microglia (~50%), and resident CNS macrophages (~70%) compared to nontargeting control.
“Compared to the nontargeting 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. S9D).”
Quote in the paperSubstantial claim- Rests on an assumption: Luciferase is not expressed in mice.
May combine two claims.
Findingown dataL2-siRNA levels in spinal cord are lower than in parenchyma, but L2-siRNAHtt gene silencing activity remains high in all spinal cord segments at both mRNA and protein levels, whereas unconjugated siRNA does not mediate knockdown of HTT protein.
“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 and B).”
Quote in the paperSubstantial claim- Rests on an assumption: Luciferase is not expressed in mice.
May combine two claims.
Findingown dataAt 3 months, mice receiving L2-siRNAHtt exhibit sustained gene and protein knockdown, with significant reduction in HTT protein in 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- Rests on an assumption: Luciferase is not expressed in mice.
May combine two claims.
FindingreasoningKnockdown is observed in all fibroblast-like populations in the leptomeninges, with dural border cells experiencing the least gene silencing.
“Impressively, knockdown was observed in all fibroblast-like populations, with dural border cells experiencing the least gene silencing, possibly because of their location on the opposing side of the arachnoid membrane.”
Quote in the paperSubstantial claim- Rests on an assumption: Luciferase is not expressed in mice.
May combine two claims.
FindingreasoningAt 3 months post-injection, HTT protein returns to baseline in mice receiving siRNAHtt, and only the hippocampus exhibits a reduction in Htt mRNA.
“At 3 months post-injection, HTT protein returned to baseline in mice receiving siRNAHtt, and only the hippocampus exhibited a reduction in Htt mRNA, likely because this region is near the injection site.”
Quote in the paperSubstantial claim- Rests on an assumption: Luciferase is not expressed in mice.
May combine two claims.
Findingown dataRT-qPCR confirms Ppib gene silencing in both Cd11bpos and Cd11bneg populations, with an average of 45% and 65% Ppib knockdown, respectively.
“To verify gene silencing with orthogonal methodology, cells not utilized for scRNA-seq were analyzed using RT-qPCR, 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- Rests on an assumption: Luciferase is not expressed in mice.
May combine two claims.
Findingown dataAt 1 month, at the protein level, siRNAHtt generates silencing in cortex and hippocampus, but less than L2-siRNAHtt, which also induces robust knockdown in striatum.
“Similarly, at the protein level, siRNAHtt generated silencing in the cortex and hippocampus, but less than L2-siRNAHtt, which also induced robust knockdown in the striatum (Fig. 2C and Supplementary Fig. S6).”
Quote in the paperSubstantial claim- Rests on an assumption: Luciferase is not expressed in mice.
May combine two claims.
Findingown dataEndothelial cells show low but significant Ppib knockdown in arterial endothelial cells and slightly higher silencing in venous/capillary 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- Rests on an assumption: Luciferase is not expressed in mice.
May combine two claims.
Findingown dataChol-siRNA has high brain retention at both 2 and 48 h after ICV injection, but its distribution is characterized by steep concentration gradients away from the CSF-brain interface.
“In contrast, Chol-siRNA possessed high brain retention at both time points, but the distribution was characterized by steep concentration gradients away from the CSF–brain interface (Fig. 1C).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIntrathecal delivery of L2-siRNA in rats produces effective transport and knockdown.
“Intrathecal delivery of L2-siRNA in rats further illustrates effective transport and knockdown using a clinically relevant route of administration.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataL2-siRNA accumulation decreases after 1 month but remains detectable at 3 and 5 months.
“While siRNA accumulation decreased after 1 month (as expected), siRNA-L2 was still detectable at 3 and 5 months (Fig. 2D).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataNeurons experience modest gene silencing, but neuron subtypes could not be subclustered due to low capture after dissociation.
“Neurons experienced modest gene silencing, but as expected, we could not subcluster into neuron subtypes due to the low capture of this population after dissociation.”
Quote in the paperNot a substantial claim- Rests on an assumption: Luciferase is not expressed in mice.
May combine two claims.
Findingown dataAstrocytes and oligodendrocytes exhibit considerable Ppib knockdown, as do ependymal cells.
“For example, glial cells such as astrocytes and oligodendrocytes exhibited considerable Ppib knockdown, as well as ependymal cells, which line the ventricles and directly interface with CSF (Fig. 4G).”
Quote in the paperSubstantial claim- Rests on an assumption: Luciferase is not expressed in mice.
May combine two claims.
Findingown dataAt 5 months, L2-siRNAHtt reduces protein levels in some regions (striatum, hippocampus), while other regions return to basal levels.
“The protein levels were also reduced by L2-siRNAHtt treatment in some regions (striatum, hippocampus), while others returned to basal levels.”
Quote in the paperSubstantial claim- Rests on an assumption: Luciferase is not expressed in mice.
May combine two claims.
Findingown dataAt 1 month after injection, L2-siRNAHtt demonstrates potent Htt mRNA knockdown (>50%) in all brain regions tested, whereas unconjugated siRNAHtt only exhibits silencing in 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 siRNAHtt only exhibited silencing in the cortex and brainstem, highlighting the benefit of L2 conjugation (Fig. 2B).”
Quote in the paperSubstantial claim- Rests on an assumption: Luciferase is not expressed in mice.
May combine two claims.
Findingown dataL2-siRNA shows greater cell internalization than unconjugated parent siRNA in neuroblastoma cells, while Chol-siRNA shows the highest uptake in serum-free media.
“There was more cell internalization of L2-siRNA than the parent siRNA, while Chol-siRNA, a benchmark chosen for its known cell penetration capacity [10], had the highest level of uptake in serum-free media (Supplementary Fig. S1A).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [10] Wolfrum, 2007, Mechanisms and optimization of in vivo delivery of lipophilic siRNAs, Nat Biotechnol source
May combine two claims.
FindingreasoningL2-siRNA uptake into neurons is the lowest among the examined cell types, but this may be due to challenges in recovering neurons after dissociation (<2% of total population).
“L2-siRNA uptake into neurons was the lowest out of the cells examined, but this may have been due to known challenges in recovering neurons after dissociation (<2% of total population).”
Quote in the paperNot a substantial claim- Rests on an assumption: Neurons are difficult to recover after dissociation.
May combine two claims.
Findingown dataL2-siRNA is delivered at a high level to choroid plexus epithelial cells, corresponding to robust gene silencing.
“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 and I).”
Quote in the paperSubstantial claim- Rests on an assumption: Luciferase is not expressed in mice.
May combine two claims.
Findingown dataL2 conjugation increases total and cell-specific uptake of siRNA in CNS cells.
“We found that total and cell-specific uptake were increased by L2 conjugation (Supplementary Fig. S8), in agreement with our prior in vitro data (Supplementary Fig. S1A).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataDelivery and gene inhibition were effective throughout the spinal cord after intrathecal L2-siRNAHtt in rats.
“delivery and gene inhibition were effective throughout the spinal cord as well (Supplementary Fig. S18 and S19).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataL2-siRNA formulations did not cause seizures or acute neuronal activation response in mice or rats.
“Yet, we never observed this phenomenon in mice or rats with our formulations.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIntrathecal delivery of L2-siRNA in rats achieves broad CNS distribution and Htt knockdown.
“Intrathecal delivery of L2-siRNA in rats achieves broad CNS distribution and Htt knockdown.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataL2-siRNA accumulation and huntingtin lowering were detectable 5 months after a single ICV injection in mice.
“Notably, L2-siRNA accumulation and huntingtin lowering were detectable 5 months after a single injection.”
Quote in the paperSubstantial claimMay combine two claims.
FindingreasoningAfter rat intrathecal injection, L2-siRNA transport and knockdown were widespread in all regions examined, but gene silencing activity was attenuated in distal structures (thalamus, striatum) compared to regions proximal to the injection site (spinal cord, brainstem, posterior cortex).
“while we observed widespread L2-siRNA transport and knockdown in all regions examined after rat intrathecal injection, we noted an attenuation in gene silencing activity in distal structures (thalamus, striatum) compared to regions proximal to the injection site (spinal cord, brainstem, posterior cortex).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn mice, L2-siRNAHtt was more potent than ASOHtt at 1 month after ICV injection, with statistically significant enhancement of mRNA knockdown in all parenchymal and spinal cord regions except the hippocampus, where both compounds caused robust knockdown.
“We found that L2-siRNAHtt was more potent than ASOHtt in these experimental conditions, demonstrating statistically significant enhancement of mRNA knockdown in all parenchymal and spinal cord regions except the hippocampus, where both compounds caused robust knockdown (Fig. 7A).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAfter intrathecal administration of Cy5-labeled L2-siRNA (30 nmol, ∼400 μg) in rats, L2-siRNA was transported along the caudal-rostral neuroaxis and penetrated the parenchyma from subarachnoid and perivascular CSF pathways after 48 h.
“After 48 h, we performed histology of the entire rat brain, which showed that L2-siRNA was transported along the caudal–rostral neuroaxis, where it penetrated the parenchyma from subarachnoid and perivascular CSF pathways (Fig. 6A).”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductown dataPpib knockdown measured by scRNA-seq and RT-qPCR closely match for both CD11bpos and CD11bneg populations, supporting the accuracy of measuring cell-specific gene silencing with scRNA-seq.
“We compared Ppib knockdown measured by scRNA-seq and RT-qPCR and these outputs closely matched for both CD11bpos and Cd11bneg populations (Fig. 4C), providing confidence in the accuracy of measuring cell-specific gene silencing with scRNA-seq.”
Quote in the paperSubstantial 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 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 claimMay combine two claims.
Study design and conductown dataACSA2 gating of astrocytes was validated by cell sorting and RT-qPCR showing enrichment of astrocytes and depletion of endothelial cells.
“To validate ACSA2 gating of astrocytes, cells were sorted on a four-laser BD FACSAria III and RT-qPCR was performed as described using TaqMan probes to show enrichment of astrocytes (Mm01253033_m1) and depletion of endothelial cells (Mm00727012_s1).”
Quote in the paperSubstantial 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 claimMay combine two claims.
Interpretationown dataL2-siRNA is a good candidate to potentially leverage albumin for perivascular transport while also 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 is not efficiently internalized by brain cells, causing it to pass through and be eliminated quickly from the CNS.
“these results suggest that unconjugated siRNA is not efficiently internalized by brain cells, causing it to pass through and be eliminated quickly from the CNS.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe flow cytometry gating scheme to identify Cy5-positive cells leveraged fluorescence-minus-one (FMO) controls.
“The gating scheme to identify Cy5-positive 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 claimMay combine two claims.
Interpretationown dataL2-siRNAPpib exhibits broad gene silencing activity that varies in magnitude across diverse CNS cell types.
“We found that L2-siRNAPpib exhibits broad gene silencing activity that varied in magnitude across diverse CNS cell types.”
Quote in the paperSubstantial claim- Rests on an assumption: Luciferase is not expressed in mice.
Classified as probably not a substantial claim. 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 paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductown dataSuccessful placement of the rat intrathecal catheter was confirmed by visualization of CSF backflow.
“Successful placement of the catheter was confirmed by visualization of CSF backflow.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataL2-siRNA delivered into the CSF is trafficked through perivascular spaces, providing a conduit for transport into deeper parenchymal structures.
“These results collectively indicate that L2-siRNA delivered into the CSF is trafficked through perivascular spaces, providing a conduit for transport into deeper parenchymal structures.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenBicinchoninic 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).
PremisecitationRecent characterization of fibroblast-like cells in the meninges identified five transcriptionally and spatially unique cell populations.
“Recent characterization of fibroblast-like cells in the meninges identified five transcriptionally and spatially unique cell populations [33].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [33] Pietilä, 2023, Molecular anatomy of adult mouse leptomeninges, Neuron source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationChol-siRNA is a benchmark chosen for its known cell penetration capacity.
“while Chol-siRNA, a benchmark chosen for its known cell penetration capacity [10], had the highest level of uptake in serum-free media”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [10] Wolfrum, 2007, Mechanisms and optimization of in vivo delivery of lipophilic siRNAs, Nat Biotechnol source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationOligodendrocytes were removed from analysis based on O1+ staining because myelin can promote nonspecific antibody binding.
“Oligodendrocytes were removed from analysis based on O1+ staining, as myelin can promote nonspecific antibody binding [26].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [26] Ullman, 2020, Brain delivery and activity of a lysosomal enzyme using a blood–brain barrier transport vehicle in mice, Sci Transl Med source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPotent siRNA sequences had been designed and validated against Ppib elsewhere.
“Potent siRNA sequences had also been designed and validated against Ppib elsewhere [28].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28] Reynolds, 2004, Rational siRNA design for RNA interference, Nat Biotechnol source
May combine two claims.
Interpretationown dataL2-siRNA is effective in most CNS cell types, particularly those near CSF flow.
“Overall, this cell-specific investigation showed us that L2-siRNA is effective in most CNS cell types, particularly those near CSF flow.”
Quote in the paperSubstantial claim- Rests on an assumption: Ependymal cells line the ventricles and experience the highest concentration of siRNA after an ICV injection.
May combine two claims.
InterpretationreasoningThe greater striatal effectiveness of L2-siRNAHtt compared to ASOHtt is highly relevant for Huntington's disease because the striatum is the region predominantly affected by HD.
“which is highly relevant considering the striatum is the region predominantly affected by HD.”
Quote in the paperSubstantial claim- Rests on an assumption: The striatum is the region predominantly affected by Huntington's disease.
May combine two claims.
InterpretationreasoningSingle-stranded ASOs form a less rigid and more globular structure and may exhibit nonspecific protein association, thereby limiting deep brain penetration.
“In contrast, single-stranded ASOs form a less rigid and more globular structure and may exhibit nonspecific protein association, thereby limiting deep brain penetration.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataL2-siRNA possesses unique properties that enhance its transport and brain-wide distribution relative to other conjugates, yielding 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- Rests on an assumption: The central translational challenge for nucleic acid therapies is achieving gene silencing throughout the brain.
May combine two claims.
PremisecitationsiRNAs form a linear duplex and diffuse effectively through the narrow extracellular spaces of the brain.
“as siRNAs form a linear duplex and diffuse effectively through the narrow extracellular spaces of the brain [53].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [53] Pizzo, 2017, Chapter 6: The extracellular and perivascular spaces of the brain source
The paper relies on this without support.
The limited interface between bulk CSF circulation and brain parenchyma poses a considerable challenge for achieving therapeutic effects beyond the superficial layers of the brain adjacent to CSF.
“Even with intrathecal drug delivery, however, the limited interface between bulk CSF circulation and brain parenchyma poses a considerable challenge for achieving therapeutic effects beyond the superficial layers of the brain adjacent to CSF.”
The paper relies on this without support.
Efficacious siRNA delivery to deep brain structures such as the striatum remains an unmet need for therapeutics administered into the CSF.
“Yet, efficacious siRNA delivery to deep brain structures such as the striatum remains an unmet need for therapeutics administered into the CSF.”
The paper relies on this without support.
Neurodegenerative diseases manifest in specific regions and cell types.
“Since neurodegenerative diseases manifest in specific regions and cell types, we profiled spatial variation in brain and spinal cord delivery as well as target gene silencing potency and longevity.”
The paper relies on this without support.
CSF-interfacing brain border cells play an emerging role in health and disease.
“Building on the emerging role of CSF-interfacing brain border cells in health and disease, we completed a unique and deep exploration of the ability of L2-siRNA to silence genes in leptomeningeal fibroblasts, choroid plexus epithelial cells, and border-associated macrophages.”
The paper relies on this without support.
No prior studies have rigorously evaluated siRNA delivery to cells residing in brain borders.
“but no prior studies have rigorously evaluated siRNA delivery to the cells residing in these borders.”
The paper relies on this without support.
The spinal cord is directly connected to the CSF circulation and implicated in several diseases druggable with nucleic acid therapies.
“The spinal cord is directly connected to the CSF circulation and implicated in several diseases druggable with nucleic acid therapies.”
The paper relies on this without support.
Delivery to the spinal cord requires greater transport from an ICV injection site than the intrathecal route.
“However, unlike the intrathecal route of administration often used to modulate disease targets of the spinal cord, delivery to the spinal cord requires greater transport from an ICV injection site.”
The paper relies on this without support.
Brain borders directly interface with CSF.
“Since brain borders directly interface with CSF, we investigated L2-siRNA-mediated gene silencing in these compartments.”
The paper relies on this without support.
Luciferase is not expressed in mice.
“termed L2-siRNANTC, targeting luciferase, which is not expressed in mice”
The paper relies on this without support.
Neurons are difficult to recover after dissociation.
“but this may have been due to known challenges in recovering neurons after dissociation (<2% of total population).”
The paper relies on this without support.
CSF flows from the ventricular system to the subarachnoid space, and then some CSF moves alongside vessels in the perivascular spaces of the brain.
“CSF flows from the ventricular system to the subarachnoid space, and then some CSF moves alongside vessels in the perivascular spaces of the brain.”
The paper relies on this without support.
The central translational challenge for nucleic acid therapies is achieving gene silencing throughout the brain.
“the central translational challenge for nucleic acid therapies is achieving gene silencing throughout the brain.”
The paper relies on this without support.
HTT protein has a long half-life of approximately 2 weeks.
“presumably owing to the long half-life of the HTT protein (∼2 weeks).”
The paper relies on this without support.
Intrathecal delivery is the most common oligonucleotide delivery route in humans, and most screening studies in mice are conducted using the ICV route due to technical challenges associated with intrathecal injections in smaller rodents.
“While intrathecal delivery is the most common oligonucleotide delivery route in humans, most screening studies in mice are conducted using the ICV route due to technical challenges associated with intrathecal injections in smaller rodents.”
The paper relies on this without support.
The striatum is the region predominantly affected by Huntington's disease.
“considering the striatum is the region predominantly affected by HD.”
The paper relies on this without support.
Ependymal cells line the ventricles and experience the highest concentration of siRNA after an ICV injection.
“ependymal cells line the ventricles and experience the highest concentration of siRNA after an ICV injection”
Cites
Nusinersen versus Sham Control in Infantile-Onset Spinal Muscular Atrophy
Finkel, R. S., Mercuri, E., Darras, B. T., Connolly, A. M., Kuntz, N. L., Kirschner, J., Chiriboga, C. A., Saito, K., Servais, L., Tizzano, E., et al. (2017) · New England Journal of Medicine · doi:10.1056/nejmoa1702752 · Cited by 2,337 · cited 1× · see citing works
“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 [ 43 ,51 ].”
Rational siRNA design for RNA interference
Reynolds, A., Leake, D., Boese, Q., Scaringe, S., Marshall, W. S., & Khvorova, A. (2004) · Nature Biotechnology · doi:10.1038/nbt936 · Cited by 2,094 · cited 1× · see citing works
“Potent siRNA sequences had also been designed and validated against Ppib elsewhere [ 28 ].”
A molecular atlas of cell types and zonation in the brain vasculature
Vanlandewijck, M., He, L., Mäe, M. A., Andrae, J., Ando, K., Del Gaudio, F., Nahar, K., Lebouvier, T., Laviña, B., Gouveia, L., et al. (2018) · Nature · doi:10.1038/nature25739 · Cited by 2,074 · cited 1× · see citing works
“Here, we used an siRNA sequence targeting Ppib because this gene is abundantly and ubiquitously expressed across CNS cell types [ 27 ].”
The blood–brain barrier: Structure, regulation and drug delivery
Wu, D., Chen, Q., Chen, X., Han, F., Chen, Z., & Wang, Y. (2023) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-023-01481-w · Cited by 1,906 · cited 1× · see citing works
“The most common injection route for nucleic acid therapies is into cerebrospinal fluid (CSF) because, at present, systemic delivery of siRNA-based therapeutics do not reach the CNS in meaningful concentrations due to the blood–brain barrier [ 5 , 6 ].”
Therapeutic siRNA: state of the art
Hu, B., Zhong, L., Weng, Y., Peng, L., Huang, Y., Zhao, Y., & Liang, X.-J. (2020) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-020-0207-x · Cited by 1,586 · cited 1× · see citing works
“As such, there is now a push to engineer siRNA technology to treat central nervous system (CNS) disorders, which requires effective delivery to brain regions and cell types where diseases manifest [ 4 ].”
A high-resolution transcriptomic and spatial atlas of cell types in the whole mouse brain
Yao, Z., van Velthoven, C. T. J., Kunst, M., Zhang, M., McMillen, D., Lee, C., Jung, W., Goldy, J., Abdelhak, A., Aitken, M., et al. (2023) · Nature · doi:10.1038/s41586-023-06812-z · Cited by 1,194 · cited 1× · see citing works
“Cells were clustered using the Louvain algo-rithm and annotated based on standard marker genes according to the mouse brain atlas [ 21 ].”
Van Hove, H., Martens, L., Scheyltjens, I., De Vlaminck, K., Pombo Antunes, A. R., De Prijck, S., Vandamme, N., De Schepper, S., Van Isterdael, G., Scott, C. L., et al. (2019) · Nature Neuroscience · doi:10.1038/s41593-019-0393-4 · Cited by 1,160 · see citing works
Overview of General and Discriminating Markers of Differential Microglia Phenotypes
Jurga, A. M., Paleczna, M., & Kuter, K. Z. (2020) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2020.00198 · Cited by 1,000 · cited 1× · see citing works
“Microglia activation was assessed by Iba1 expression, indicative of a proliferative phenotype [ 41 ].”
Mechanisms and optimization of in vivo delivery of lipophilic siRNAs
Wolfrum, C., Shi, S., Jayaprakash, K. N., Jayaraman, M., Wang, G., Pandey, R. K., Rajeev, K. G., Nakayama, T., Charrise, K., Ndungo, E. M., et al. (2007) · Nature Biotechnology · doi:10.1038/nbt1339 · Cited by 974 · cited 2× · see citing works
“Conjugation of siRNA to lipophilic moieties is intended to improve cellular uptake through membrane interactions [ 9 , 10 ].”
Trial of Antisense Oligonucleotide Tofersen for <i>SOD1</i> ALS
Miller, T. M., Cudkowicz, M. E., Genge, A., Shaw, P. J., Sobue, G., Bucelli, R. C., Chiò, A., Van Damme, P., Ludolph, A. C., Glass, J. D., et al. (2022) · New England Journal of Medicine · doi:10.1056/nejmoa2204705 · Cited by 966 · cited 2× · see citing works
“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 [ 43 ,51 ].”
Sala Frigerio, C., Wolfs, L., Fattorelli, N., Thrupp, N., Voytyuk, I., Schmidt, I., Mancuso, R., Chen, W.-T., Woodbury, M. E., Srivastava, G., et al. (2019) · Cell Reports · doi:10.1016/j.celrep.2019.03.099 · Cited by 926 · see citing works
Chemistry, structure and function of approved oligonucleotide therapeutics
Egli, M., & Manoharan, M. (2023) · Nucleic Acids Research · doi:10.1093/nar/gkad067 · Cited by 864 · cited 1× · see citing works
“The development of precise therapeutic modalities such as short interfering RNA (siRNA) has expanded the toolbox of medicines to correct disease-driving defects, as evidenced by the recent FDA approval of GalNAc conjugates that act in the liver [ 1 ].”
Molecular Mechanisms and Potential Therapeutical Targets in Huntington's Disease
Zuccato, C., Valenza, M., & Cattaneo, E. (2010) · Physiological Reviews · doi:10.1152/physrev.00041.2009 · Cited by 848 · cited 1× · see citing works
“…beyond the superficial layers of the brain adjacent to CSF. Transport to deeper brain structures is important because many diseases manifest in these sites, such as HD, which could prospectively be treated by lowering huntingtin (Htt) expression in medium spiny neurons of the striatum [ 7 ].”
Kordasiewicz, H. B., Stanek, L. M., Wancewicz, E. V., Mazur, C., McAlonis, M. M., Pytel, K. A., Artates, J. W., Weiss, A., Cheng, S. H., Shihabuddin, L. S., et al. (2012) · Neuron · doi:10.1016/j.neuron.2012.05.009 · Cited by 770 · cited 3× · see citing works
“While effective in regions proximal to the lumbar injection site, numerous studies suggest that ASOs are not well suited for deep brain structure targets [ 16 , 47 , 52 ].”
Sofroniew, M. V. (2015) · Cold Spring Harbor Perspectives in Biology · doi:10.1101/cshperspect.a020420 · Cited by 695 · cited 1× · see citing works
“Astrogliosis is a multi-faceted process through which astrocytes respond to damage or disease and is characterized by elevated GFAP expression, indicative of cytoskeletal hypertrophy [ 40 ].”
Visualizing lipid-formulated siRNA release from endosomes and target gene knockdown
Wittrup, A., Ai, A., Liu, X., Hamar, P., Trifonova, R., Charisse, K., Manoharan, M., Kirchhausen, T., & Lieberman, J. (2015) · Nature Biotechnology · doi:10.1038/nbt.3298 · Cited by 693 · cited 1× · see citing works
“In addition, siRNAs are more potent on a per-molecule basis compared to ASO; ∼ 2000 cytoplasmic siRNAs are estimated to achieve maximal silencing, whereas ∼ 50 000 are required for an ASO [ 54 , 55 ].”
Ma, Q., Ineichen, B. V., Detmar, M., & Proulx, S. T. (2017) · Nature Communications · doi:10.1038/s41467-017-01484-6 · Cited by 690 · cited 1× · see citing works
“…re-versibly binds to albumin would transport effectively throughout the brain because prior studies have shown that albumin-binding dyes have reduced clearance to the periphery after ICV infusion in mice [ 23 ] and accumulate in perivascular compartments after ICV injection in rats [ 24 , 25 ].”
The role of brain barriers in fluid movement in the CNS: is there a ‘glymphatic’ system?
Abbott, N. J., Pizzo, M. E., Preston, J. E., Janigro, D., & Thorne, R. G. (2018) · Acta Neuropathologica · doi:10.1007/s00401-018-1812-4 · Cited by 593 · cited 2× · see citing works
“Transport mechanisms were investigated, with an emphasis on deep brain structure delivery from subarachnoid (diffusion from brain surface) and perivascular (convective flow along vessels) CSF pathways [ 13–15 ].”
Selective vulnerability in neurodegenerative diseases
Fu, H., Hardy, J., & Duff, K. E. (2018) · Nature Neuroscience · doi:10.1038/s41593-018-0221-2 · Cited by 585 · cited 1× · see citing works
“Disease-associated genes are usually expressed by many CNS cell types, but select populations play an outsized role in driving disease progression [ 48 ].”
Mapping microglia states in the human brain through the integration of high-dimensional techniques
Sankowski, R., Böttcher, C., Masuda, T., Geirsdottir, L., Sagar, Sindram, E., Seredenina, T., Muhs, A., Scheiwe, C., Shah, M. J., et al. (2019) · Nature Neuroscience · doi:10.1038/s41593-019-0532-y · Cited by 449 · cited 1× · see citing works
“S9 A and B) [ 29 , 30 ] .”
Parenchymal border macrophages regulate the flow dynamics of the cerebrospinal fluid
Drieu, A., Du, S., Storck, S. E., Rustenhoven, J., Papadopoulos, Z., Dykstra, T., Zhong, F., Kim, K., Blackburn, S., Mamuladze, T., et al. (2022) · Nature · doi:10.1038/s41586-022-05397-3 · Cited by 325 · cited 1× · see citing works
“…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 [ 36 ].”
Investigating the pharmacodynamic durability of GalNAc–siRNA conjugates
Brown, C. R., Gupta, S., Qin, J., Racie, T., He, G., Lentini, S., Malone, R., Yu, M., Matsuda, S., Shulga-Morskaya, S., et al. (2020) · Nucleic Acids Research · doi:10.1093/nar/gkaa670 · Cited by 285 · cited 1× · see citing works
“…to the cytoplasmic gene silencing machinery; this phenomenon allows the internalized siRNA to gradually achieve intracellular bioavailability over time, a feature that is advantageous for achieving durable gene silencing bioactivity and minimizing treatment frequency in chronic diseases [ 44 ].”
Antisense oligonucleotides: translation from mouse models to human neurodegenerative diseases
Schoch, K. M., & Miller, T. M. (2017) · Neuron · doi:10.1016/j.neuron.2017.04.010 · Cited by 274 · cited 1× · see citing works
“One advantage ASOs do possess over siRNA is their modularity—they can be designed to modulate splicing, degrade mRNA, or even inhibit miRNAs and therefore constitute an important tool in the arsenal of therapies for treating neurodegenerative diseases [ 56 ].”
Self-citationBrain Perivascular Macrophages Initiate the Neurovascular Dysfunction of Alzheimer Aβ Peptides
Park, L., Uekawa, K., Garcia-Bonilla, L., Koizumi, K., Murphy, M., Pistik, R., Younkin, L., Younkin, S., Zhou, P., Carlson, G., et al. (2017) · Circulation Research · doi:10.1161/circresaha.117.311054 · Cited by 259 · see citing works
Expanding RNAi therapeutics to extrahepatic tissues with lipophilic conjugates
Brown, K. M., Nair, J. K., Janas, M. M., Anglero-Rodriguez, Y. I., Dang, L. T. H., Peng, H., Theile, C. S., Castellanos-Rizaldos, E., Brown, C., Foster, D., et al. (2022) · Nature Biotechnology · doi:10.1038/s41587-022-01334-x · Cited by 258 · cited 2× · see citing works
“For example, unconjugated siRNA structures administered carrier-free into CSF penetrate throughout the CNS but are not sufficiently internalized by cells to achieve potent gene silencing [ 8 ].”
Brain borders at the central stage of neuroimmunology
Rustenhoven, J., & Kipnis, J. (2022) · Nature · doi:10.1038/s41586-022-05474-7 · Cited by 253 · cited 1× · see citing works
“There is a growing appreciation for the role brain borders play in disease [ 32 ], but no prior studies have rigorously evaluated siRNA delivery to the cells residing in these borders.”
Alterman, J. F., Godinho, B. M. D. C., Hassler, M. R., Ferguson, C. M., Echeverria, D., Sapp, E., Haraszti, R. A., Coles, A. H., Conroy, F., Miller, R., et al. (2019) · Nature Biotechnology · doi:10.1038/s41587-019-0205-0 · Cited by 227 · cited 2× · see citing works
“Phos-phorothioate (PS) linkages were used between the last two bases on the ends of both strands, and vinyl phosphonate was integrated at the 5 (cid:2) antisense position, which is an important feature for maximal silencing in the CNS [ 8 ,22 ].”
Sarkar, A., & Stephens, M. (2021) · Nature Genetics · doi:10.1038/s41588-021-00873-4 · Cited by 224 · cited 1× · see citing works
“Because sequencing coverage results in some dropout (apparent zeroes) for each gene, scRNA-seq is conventionally used to characterize cell types and pathways, processes governed by changes in multiple transcripts [ 50 ].”
Diverse lipid conjugates for functional extra-hepatic siRNA delivery in vivo
Biscans, A., Coles, A. H., Haraszti, R. Á., Echeverria, D., Hassler, M. R., Osborn, M. F., & Khvorova, A. (2018) · Nucleic Acids Research · doi:10.1093/nar/gky1239 · Cited by 206 · cited 1× · see citing works
“…of buffer A (50% acetonitrile and 50% 25 mM Tris–HCl, pH 8.5; 1 mM ethylenediaminetetraacetate in water) and buffer B (800 mM sodium perchlorate in buffer A), and a gradient was obtained as follows: 10% buffer B within 4 min, 50% buffer B for 1 min, and 50%–100% buffer B within 5 min [ 20 ].”
InfluentialUllman, J. C., Arguello, A., Getz, J. A., Bhalla, A., Mahon, C. S., Wang, J., Giese, T., Bedard, C., Kim, D. J., Blumenfeld, J. R., et al. (2020) · Science Translational Medicine · doi:10.1126/scitranslmed.aay1163 · Cited by 205 · cited 1× · see citing works
“Oligodendrocytes were removed from analysis based on O1 + staining, as myelin can promote nonspecific antibody binding [ 26 ].”
Antisense oligonucleotides: treating neurodegeneration at the level of RNA
DeVos, S. L., & Miller, T. M. (2013) · Neurotherapeutics · doi:10.1007/s13311-013-0194-5 · Cited by 164 · cited 1× · see citing works
“The most common injection route for nucleic acid therapies is into cerebrospinal fluid (CSF) because, at present, systemic delivery of siRNA-based therapeutics do not reach the CNS in meaningful concentrations due to the blood–brain barrier [ 5 , 6 ].”
Self-citationHydrophobically Modified siRNAs Silence Huntingtin mRNA in Primary Neurons and Mouse Brain
Alterman, J. F., Hall, L. M., Coles, A. H., Hassler, M. R., Didiot, M.-C., Chase, K., Abraham, J., Sottosanti, E., Johnson, E., Sapp, E., et al. (2015) · Molecular Therapy - Nucleic Acids · doi:10.1038/mtna.2015.38 · Cited by 158 · cited 2× · see citing works
“For proof-of-concept studies, 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”) [ 11 ].”
Molecular anatomy of adult mouse leptomeninges
Pietilä, R., Del Gaudio, F., He, L., Vázquez-Liébanas, E., Vanlandewijck, M., Muhl, L., Mocci, G., Bjørnholm, K. D., Lindblad, C., Fletcher-Sandersjöö, A., et al. (2023) · Neuron · doi:10.1016/j.neuron.2023.09.002 · Cited by 145 · cited 1× · see citing works
“Recent characterization of fibroblast-like cells in the meninges identified five transcriptionally and spatially unique cell populations [ 33 ].”
Barker, S. J., Thayer, M. B., Kim, C., Tatarakis, D., Simon, M. J., Dial, R., Nilewski, L., Wells, R. C., Zhou, Y., Afetian, M., et al. (2024) · Science Translational Medicine · doi:10.1126/scitranslmed.adi2245 · Cited by 142 · cited 2× · see citing works
“In contrast, intrathecally administered compounds must travel further along the spinal cord before reaching rostral brain regions [ 47 ].”
Improving siRNA Delivery <i>In Vivo</i> Through Lipid Conjugation
Osborn, M. F., & Khvorova, A. (2018) · Nucleic Acid Therapeutics · doi:10.1089/nat.2018.0725 · Cited by 137 · cited 1× · see citing works
“Conjugation of siRNA to lipophilic moieties is intended to improve cellular uptake through membrane interactions [ 9 , 10 ].”
Jafar-nejad, P., Powers, B., Soriano, A., Zhao, H., Norris, D. A., Matson, J., DeBrosse-Serra, B., Watson, J., Narayanan, P., Chun, S. J., et al. (2021) · Nucleic Acids Research · doi:10.1093/nar/gkaa1235 · Cited by 128 · cited 1× · see citing works
“While effective in regions proximal to the lumbar injection site, numerous studies suggest that ASOs are not well suited for deep brain structure targets [ 16 , 47 , 52 ].”
Harnessing cerebrospinal fluid circulation for drug delivery to brain tissues
Naseri Kouzehgarani, G., Feldsien, T., Engelhard, H. H., Mirakhur, K. K., Phipps, C., Nimmrich, V., Clausznitzer, D., & Lefebvre, D. R. (2021) · Advanced Drug Delivery Reviews · doi:10.1016/j.addr.2021.03.002 · Cited by 95 · see citing works
Ralvenius, W. T., Andresen, J. L., Huston, M. M., Penney, J., Bonner, J. M., Fenton, O. S., Langer, R., & Tsai, L. (2024) · Advanced Materials · doi:10.1002/adma.202309225 · Cited by 78 · cited 1× · see citing works
“Microglia are notoriously refractory to gene silencing, highlighting the significance of this result [ 31 ].”
Glymphatic fluid transport controls paravascular clearance of AAV vectors from the brain
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 · cited 1× · see citing works
“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 [ 34 , 35 ].”
Nuclear Localization of Huntingtin mRNA Is Specific to Cells of Neuronal Origin
Didiot, M.-C., Ferguson, C. M., Ly, S., Coles, A. H., Smith, A. O., Bicknell, A. A., Hall, L. M., Sapp, E., Echeverria, D., Pai, A. A., et al. (2018) · Cell Reports · doi:10.1016/j.celrep.2018.07.106 · Cited by 64 · see citing works
O’Reilly, D., Belgrad, J., Ferguson, C. M., Summers, A., Sapp, E., McHugh, C. A., Mathews, E. W., Boudi, A., Buchwald, J. E., Ly, S., et al. (2023) · Molecular Therapy · doi:10.1016/j.ymthe.2023.05.006 · Cited by 60 · cited 1× · see citing works
“In parallel, a deeper understanding of neuro-biology has led to the identification of new gene targets for treating neurodegenerative diseases including but not limited to Huntington’s disease (HD), Alzheimer’s disease (AD), and spinocerebellar ataxias [ 2 , 3 ].”
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 · cited 1× · see citing works
“While single-nucleus atlases have generated informative datasets for ASOs, this method is not suitable for siRNAs, which only degrade cytoplasmic mRNA [ 49 ].”
Godinho, 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
Buntz, A., Killian, T., Schmid, D., Seul, H., Brinkmann, U., Ravn, J., Lindholm, M., Knoetgen, H., Haucke, V., & Mundigl, O. (2019) · Nucleic Acids Research · doi:10.1093/nar/gky1158 · Cited by 52 · cited 1× · see citing works
“In addition, siRNAs are more potent on a per-molecule basis compared to ASO; ∼ 2000 cytoplasmic siRNAs are estimated to achieve maximal silencing, whereas ∼ 50 000 are required for an ASO [ 54 , 55 ].”
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 · cited 3× · see citing works
“Consistent with prior studies showing no evidence of systemic toxicity induced by L2-siRNA after intravenous injection [ 12 ,42 ], we similarly did not observe changes in serum markers after ICV injection in mice or intrathecal injection in rats ( Supplementary Figs S14 and S15 ).”
Self-citationDevelopment 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 · cited 2× · see citing works
“We administered a bolus dose of Cy5-labeled L2-siRNA (30 nmol, ∼ 400 μ g) through a catheter inserted via lumbar puncture into the cauda equina space [ 17 ].”
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 · see citing works
Spinocerebellar ataxias: from pathogenesis to recent therapeutic advances
Cui, Z.-T., Mao, Z.-T., Yang, R., Li, J., Jia, S.-S., Zhao, J., Zhong, F.-T., Yu, P., & Dong, M. (2024) · Frontiers in Neuroscience · doi:10.3389/fnins.2024.1422442 · Cited by 29 · see citing works
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 · cited 1× · see citing works
“We also showed that CSF access points for oligonucleotide injections can change biodistribution [ 46 ].”
Colazo, J. M., Keech, M. C., Shah, V., Hoogenboezem, E. N., Lo, J. H.-J., Francini, N., Cassidy, N. T., Yu, F. Z., Sorets, A. G., McCune, J. T., et al. (2025) · Nature Biomedical Engineering · doi:10.1038/s41551-025-01376-x · Cited by 20 · cited 1× · see citing works
“Consistent with prior studies showing no evidence of systemic toxicity induced by L2-siRNA after intravenous injection [ 12 ,42 ], we similarly did not observe changes in serum markers after ICV injection in mice or intrathecal injection in rats ( Supplementary Figs S14 and S15 ).”
Self-citationThe Extracellular and Perivascular Spaces of the Brain
Pizzo, M. E., & Thorne, R. G. (2017) · Brain Edema · doi:10.1016/b978-0-12-803196-4.00006-0 · Cited by 15 · cited 1× · see citing works
“These differences could reflect structural differences, as siRNAs form a linear duplex and diffuse effectively through the narrow extracellular spaces of the brain [ 53 ].”
Rey, 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 · cited 1× · see citing works
“…re-versibly binds to albumin would transport effectively throughout the brain because prior studies have shown that albumin-binding dyes have reduced clearance to the periphery after ICV infusion in mice [ 23 ] and accumulate in perivascular compartments after ICV injection in rats [ 24 , 25 ].”
O’Rourke, J. G., Bachmann, G., Mazur, C., et al. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.02.13.638136 · Cited by 5 · cited 1× · see citing works
“Recent studies suggest that nucleic acid drugs delivered in high concentrations into the CSF can sequester divalent cations leading to seizures or “acute neuronal activation re-sponse” [ 38 , 39 ].”
Hernandez, M. B., Mazur, C., Chen, H., Fradkin, L., Searcy, J., Burel, S. A., Kelly, M. E., Bruening, D., O’Rourke, J. G., Cai, Y., et al. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.02.13.638138 · Cited by 4 · see citing works
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Bioconjugates for improved delivery of oligonucleotide therapeutics to the central nervous system
Lee, H. J., Xie, Y., Greineder, C. F., & Tessier, P. M. (2026) · Advanced Drug Delivery Reviews · doi:10.1016/j.addr.2026.115778 · Cited by 11 · see citing works
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-citationGangopadhyay, S., Sharma, S. N., Das, G., Ghosh, A., Dilnawaj, Y., Mukherjee, M., Sinha, S., & Gore, K. R. (2026) · Bioorganic & Medicinal Chemistry · doi:10.1016/j.bmc.2026.118614 · Cited by 1 · see citing works
Ligocki, A. P., Sorets, A. G., Abdulrahman, A. M., Francini, N., Park, J. C., Lee, J. H., Ford, W. T., Lyons, S. M., Fritsch, E. L., Lamantia, Z. E., et al. (2026) · Molecular Therapy · doi:10.1016/j.ymthe.2026.06.028
“…engineered a lipid-siRNA conjugate (termed “L2-siRNA”) that exhibits a balance between transport and cell uptake after administration into CSF. 28 In prior work, we showed that L2-siRNA could achieve on-target silencing activity in diverse brain regions out to at least 5 months following a…”
InfluentialSelf-citationFakih, H. H., Ohara, M., Summers, A., Sarli, S. L., Kelly, K., Gagnon, R., Maru, B., Bramato, B., Khvorova, A., & Watts, J. K. (2026) · Nucleic Acids Research · doi:10.1093/nar/gkag926
“Thus, although the albumin concentration in the CSF is significantly lower than that in plasma, our data, together with the observations of others [ 24 ], suggest that albumin binding may influence siRNA distribution in the CNS.”
InfluentialOhara, M., Ishigaki, S., Watts, J. K., Yamada, K., Ikezu, T., & Ikezu, S. (2026) · Molecular Neurodegeneration Advances · doi:10.1186/s44477-026-00044-x
“These strategies often leverage lipid ligands [57] and albumin-binding ligands [58, 59].”
- Authors
- Sorets, A. G., Schwensen, K. R., Francini, N., Kjar, A., Abdulrahman, A. M., Shostak, A., Katdare, K. A., Schoch, K. M., Cowell, R. P., Park, J. C., Ligocki, A. P., Ford, W. T., Ventura-Antunes, L., Hoogenboezem, E. N., Prusky, A., Castleberry, M., Michell, D. L., Fritsch, E., Lyons, S. M., Miller, T. M., Vickers, K. C., Schrag, M. S., Duvall, C. L., & Lippmann, E. S.
- Affiliations
- Vanderbilt University (US)
- Vanderbilt University Medical Center (US)
- Washington University in St. Louis (US)
- Vanderbilt University Medical Center Department of Neurology, , Nashville , TN 37240 ,
- Corresponding author
- Duvall, Craig L
- Lippmann, Ethan S
- ORCID
- Sorets, Alexander G
- Schwensen, Katrina R
- Francini, Nora
- Kjar, Andrew
- Abdulrahman, Adam M
- Katdare, Ketaki A
- Schoch, Kathleen M
- Park, Joshua C
- Ligocki, Alexander P
- Hoogenboezem, Ella N
- Prusky, Alex
- Castleberry, Mark
- Michell, Danielle L
- Fritsch, Emma
- Miller, Timothy M
- Vickers, Kasey C
- Schrag, Matthew S
- Duvall, Craig L
- Lippmann, Ethan S
- Venue
- Nucleic Acids Research
- Publisher
- Oxford University Press (OUP)
- Published
- 2025-06-20
- Volume
- 53
- Issue
- 12
- ISSN
- 0305-1048 (ISSN-L)
- 1362-4962
- PMC
- PMC12214009
- OpenAlex
- W4411969737
- Cited by
- 6
- References
- 55
- Citations by year
- 2026: 5 · 2025: 1
- FWCI
- 1.51
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Nucleic Acids Research (publishedVersion, cc-by)
- PubMed (publishedVersion)
- PubMed Central (submittedVersion, cc-by)
- Digital Commons@Becker (Washington University School of Medicine) (submittedVersion)
- Funders
- Chan Zuckerberg Initiative Ben Barres Early Career (2019-191850)
- National Institutes of Health (RF1 NS130334, R01 AG092015, R01 CA224241, T32 ES007028)
- NSF Graduate Research Fellowship Program
- 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, cerebrospinal fluid injection, intrathecal drug delivery, gene silencing, single-cell RNA sequencing, antisense oligonucleotides, central nervous system disorders, siRNA therapeutics
- MeSH terms
- Animals, Brain, Humans, Injections, Spinal, Lipids, Male, Mice, Inbred C57BL, Gene Silencing, RNA, Small Interfering, Mice, Rats
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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