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Tong, Y.

Publications and source records attributed to Tong, Y..

At least 37 records · Page 2Linked to original sources

Identification and characterization of emNagⅡ, a novel β-1,2-N-acetylglucosaminidase from Elizabethkingia meningoseptica

N-Acetylglucosamine exists in various forms and linkage patterns within organisms, playing a crucial role in numerous vital biological processes. However, research focusing on {beta}-1,2-linked N-acetylglucosamine within complex biantennary N-glycans on the cell surface remain largely unexplored. Currently, there is a lack of efficient tools and methods capable of directly modifying terminal N-acetylglucosamine on living cells. In this study, we identified a novel {beta}-N-acetylhexosaminidase from Elizabethkingia meningoseptica, which demonstrated favorable enzymatic stability within a pH range of 5-8 and at temperatures from 4 {degrees}C to 37 {degrees}C. This enzyme specifically cleaves non-reducing terminal {beta}-1,2-N-acetylglucosamine, enabling direct removal of this modification from oligosaccharides and native glycoproteins. More importantly, we demonstrate for the first time that this enzyme successfully removes {beta}-1,2-linked N-acetylglucosamine on living cell surfaces. Given its microbial origin and potential utility in living cell glycan editing, we have named it emNagII or cell-surface glycan-editing N-acetylglucosaminidase (csgeNagII). Through sequence analysis and alanine scanning mutagenesis, we identified a predicted active pocket containing the catalytic residue pair Asp317-Glu318, with Asp317 being essential for enzymatic activity. In summary, our findings provide an effective and reliable method for the targeted removal of {beta}-1,2-N-acetylglucosamine on living cell surfaces, establishing a foundation for further functional studies and practical applications.

biophysics↗

HPV16 E2 protein possesses intrinsic helicase activity and sterically hinders E1 function through direct interaction

HPV16 E2 protein is a key regulatory protein essential for viral replication, yet no enzymatic activity had been attributed to it until now. In this study, we report for the first time that E2 possesses intrinsic ATP-dependent DNA unwinding activity. Mutational analysis identified residues K299, Y303, and K306 as critical for this helicase function. We further demonstrate that podophyllotoxin directly binds to E2 and inhibits its unwinding activity with an IC50 of 0.1074 {micro}M, mediated primarily by residues Q320 and H342. Comparative analysis revealed that the ATPase and helicase activities of E2 are considerably weaker than those of E1. Notably, we discovered that E2 potently inhibits the helicase activity of E1. This suppression is facilitated by the N-terminal domain of E2 (amino acids 1-245) through direct interaction with E1, with residue E39 playing a critical role. Our findings not only unveil a previously unrecognized enzymatic function of E2 but also suggest its role as a potential antiviral target. Moreover, the observed inhibitory effect of E2 on E1 highlights a novel regulatory mechanism for HPV DNA replication. Synopsis O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=112 SRC="FIGDIR/small/676238v1_ufig1.gif" ALT="Figure 1"> View larger version (34K): org.highwire.dtl.DTLVardef@12fd0aforg.highwire.dtl.DTLVardef@2dc50forg.highwire.dtl.DTLVardef@e46f5eorg.highwire.dtl.DTLVardef@14b87da_HPS_FORMAT_FIGEXP M_FIG C_FIG E2 protein has traditionally been recognized primarily for its DNA-binding and transcriptional regulatory functions. This study provides the first evidence that E2 protein possesses intrinsic enzymatic activity, identifies a small-molecule inhibitor targeting this activity, and reveals a novel mechanism of E1-E2 interaction. O_LIHPV16 E2 Protein Exhibits ATPase and Helicase Activities C_LIO_LIIdentification of Key Amino Acid Residues for HPV16 E2 Protein Enzymatic Activity C_LIO_LIPPT Effectively Inhibits E2 Protein Helicase Activity In Vitro C_LIO_LIE2 Protein Exhibits Weaker Enzymatic Activity Than E1 and Inhibits E1 Helicase Activity C_LIO_LIE2 Inhibits E1 Helicase Activity Through Protein-Protein Interaction C_LI

molecular biology↗

Rapid, Efficient Candida albicans Lysis Comparison Using the Cellometer X2 Fluorescent Cell Viability Counter

Cell lysis is essential for extracting intake genetic material, forming the basis for diagnostic tests, and genetic studies. Commonly used lysis methods include thermal lysis, mechanical force, chemicals, biologicals, and sonication. Determining effective lysis methods for specific cell types is crucial for conducting further research. This study evaluates the lysis efficiency of Candida albicans using the Cellometer X2 fluorescent cell viability counter, employing various lysis methods: thermal, chemical, and enzymatic. Our results indicate that high-pH buffers combined with heat treatment enhance lysis efficiency, while SDS alone or with Proteinase K is insufficient for lysis at room temperature. In contrast, Zymolyase effectively lyses C. albicans at room temperature in 150 minutes, making the automation of room temperature lysis and nucleic acid purification feasible for C. albicans. Overall, this study highlights the Cellometer X2s capability for rapid and direct evaluation of cell lysis efficiency.

microbiology↗

Identification of the bona fide active center of influenza A virus polymerase acidic protein as the antiviral target

The influenza virus PA protein, a core subunit of RNA polymerase, is critical for viral replication and a key antiviral target. Contrary to the prevailing view that its endonuclease active site resides in the N-terminal domain (PAn, residues 1-319), we identified a C-terminal truncation (PAc, 320-716) of H1N1 PA that retained high endonuclease activity, while PAn showed minimal activity. Crystal structural analysis revealed that PAc binds substrate RNA via the YDS motif (residues 393-395), with mutations abolishing RNA association. Surprisingly, baloxavir acid (BXA), a known PA inhibitor, specifically targeted PAc rather than PAn, supported by molecular docking showing higher binding affinity to PAc. Mutations at PAc-BXA interaction sites identified F707A as a potential drug resistance mutation. Virtual screening targeting PAc identified methotrexate as potent inhibitors (EC50 < 100 nM), which effectively suppressed viral replication in vitro and alleviated symptoms in influenza-infected mice. Our findings redefine PAs catalytic architecture and establish PAc as a novel platform for antiviral discovery, offering strategies to combat drug resistance through structure-guided inhibitor design.

microbiology↗

TRACC-PHYSIO: Time-domain Resolution-Aligned Cross-Correlation to estimate PHYSIOlogical coupling and time delays in dynamic MRI

Physiological brain pulsations, primarily driven by cardiac and respiratory activity, play a key role in driving neurofluid circulation and waste clearance. Capturing the temporal dynamics of cardiac- and respiratory-driven brain pulsations (0.2-1.5 Hz) requires fast imaging with TRs near 100 ms, which is often unachievable in functional MRI or dynamic diffusion MRI. As a result, valuable physiological information remains hidden in these datasets. Here, we introduce TRACC-PHYSIO, a time-domain analytical framework designed to quantify physiological coupling and pulse time delays in dynamic MRI without requiring a fast acquisition. TRACC-PHYSIO uses cross-correlation to detect co-fluctuations between slowly sampled dynamic MRI data and simultaneously recorded physiological waveforms. It measures two key metrics: the peak Coupling Coefficient (peak CorrCoeff), quantifying the strength of co-fluctuations, and the TimeDelay, reflecting the relative arrival time of the physiological impulse in the brain with millisecond-level temporal resolution. The primary aim of this study is to validate TRACC-PHYSIO through systematic simulations that model realistic dynamic MR signals with mixed physiological components. We comprehensively evaluate TRACC-PHYSIOs performance under a wide range of conditions, including varying cardiac-to-respiratory composition ratios, TRs, and acquisition times. Results demonstrate that TRACC-PHYSIO can robustly assess coupling strengths and time delays for both cardiac (TRACC-Cardiac) and respiratory (TRACC-Respiratory) components, even in datasets with long TRs up to 3 seconds. By enabling a reliable time-domain coupling analysis, TRACC-PHYSIO opens new avenues for revealing brain pulsation mechanisms and elucidating the physiological drivers of neurofluid dynamics in health and disease. This stimulation study provides a valuable reference for interpreting TRACC-PHYSIO results and understanding associated uncertainties in future applications. Highlights- TRACC-PHYSIO is a time-domain method developed to estimate cardiac and respiratory coupling and their pulsation time delays in dynamic MRI without requiring high temporal resolution. - TRACC-PHYSIO was validated through systematic simulations across varying physiological compositions and MR acquisition parameters. - Results demonstrated that TRACC-PHYSIO reliably quantifies cardiac and respiratory components in dynamic MR signals. - The stimulation study provides a useful reference for interpreting TRACC-PHYSIO results and understanding associated uncertainties in future applications.

bioengineering↗

Hollow condensates emerge from gelation-induced spinodal decomposition

Recent studies have identified diverse hollow biomolecular condensates, characterized by biomolecule-depleted interiors surrounded by biomolecule-rich shells. Although several formation mechanisms have been proposed, a general thermodynamic driving force remains elusive. Here, we investigate a well-defined system in which the human transcription factor p53 and non-specific double-stranded DNA (dsDNA) form biomolecule-rich condensates. Introduction of dsDNA containing p53-binding motifs induces a morphological transition to hollow structures, accompanied by a material state transition from liquid-like to gel-like. In vitro assays indicate that the formation of hollow condensates is driven by p21 DNA-induced localized gelation at the condensate periphery. Guided by these findings, we developed a three-component phase-field model that quantitatively recapitulates the formation of hollow condensates. Simulations show that peripheral gelation leads to gradual depletion of protein and Random DNA from the condensate core, triggering spinodal decomposition and lumen formation inside condensates. Together, these results offer mechanistic insights into multi-component hollow condensates.

biophysics↗

A Reductive Uric Acid Degradation Pathway in Anaerobic Bacteria

Uric acid is a key intermediate in purine degradation across diverse organisms, while its accumulation in humans leads to inflammation and gout disease. Aerobic organisms degrade uric acid via a well-known "oxidative pathway" involving dearomatization of the purine core catalyzed by uric acid oxidases or dehydrogenases. The ability to degrade uric acid is also widespread in anaerobic bacteria, including gut bacteria, although the mechanisms are incompletely understood. Here, we report the biochemical characterization of a recently identified uric acid degradation gene cluster from Escherichia coli, and show that it encodes a "reductive pathway" for uric acid degradation. In this pathway, uric acid is first reduced to isoxanthine (2,8-dioxopurine) by a xanthine dehydrogenase homolog (XdhD), followed by dearomatization of the purine core catalyzed by a flavin-dependent reductase (YgfK). Stepwise cleavage of the pyrimidine and imidazole rings forms 2,3-diureidopropionate, and stepwise cleavage of the 2- and 3-ureido groups then forms 2,3-diaminopropionate, which is cleaved by a pyridoxal 5-phosphate-dependent lyase (YgeX) to pyruvate and ammonia. Detection of isoxanthine in clinical serum samples suggests it is a physiologically relevant circulating metabolite. A probiotic E coli Nissle strain was engineered for constitutive overexpression of the gene cluster, and oral administration in a uricase-knockout hyperuricemic mouse model significantly reduced the serum uric acid level and alleviated associated kidney injury, suggesting a potential route towards uricolytic probiotics.

biochemistry↗

WHEP Domain of Glycyl-tRNA Synthetase Regulates Neuropilin 1 Binding and Vascular Permeability

AbstractAminoacyl-tRNA synthetases (aaRSs) charge tRNAs with their cognate amino acids, ensuring accurate translation of the genetic code from mRNA to protein. During eukaryotic evolution, aaRSs acquired additional domains with unclear functions, including the WHEP domain, a two-helix bundle found in several eukaryotic aaRSs such as glycyl-tRNA synthetase (GlyRS, encoded by GARS1). We generated Gars1{Delta}WHEP mutant mice lacking exon 2, which disrupts most of the WHEP domain. Homozygous Gars1{Delta}WHEP/{Delta}WHEP mice exhibited late embryonic or neonatal lethality, with delayed lung development, characterized by reduced airway dilation (inflatability), and increased vascular leakage. Disruption of the WHEP domain did not impair tRNA aminoacylation but inhibited the free release of GlyRS from cells. Instead, GlyRS{Delta}WHEP was found in the membrane fractions and showed a stronger interaction with the extracellular region of neuropilin 1 (Nrp1) receptor compared to full-length GlyRS. This aberrant interaction enhanced Nrp1s endocytic activity and significantly reduced the localization of the Nrp1 interactor VE-cadherin at the adherens junctions of endothelial cells. A heterozygous knockout of Nrp1 in the Gars1 {Delta}WHEP/{Delta}WHEP mice partially rescued body weight and vascular permeability defects. This study establishes a physiological role for the GlyRS WHEP domain in lung development and its regulation of GlyRS-Nrp1 interaction and vascular permeability.

molecular biology↗

Design of an orally bioavailable small molecule that modulates the microtubule-associated protein tau's pre-mRNA splicing

Frontotemporal dementia with parkinsonism linked to chromosome 17 (FTDP-17) is caused by the aberrant alternative pre-mRNA splicing of microtubule-associated protein tau (MAPT) exon 10, the inclusion of which encodes for a toxic tau protein harboring four microtube domains (4R tau). Here, we describe the design of an RNA-targeted small molecule that thermodynamically stabilizes the structure of a pre-mRNA splicing regulator element in the MAPT pre-mRNA exon 10-intron junction to reduce the inclusion of exon 10 and hence 4R tau abundance. Structure-based drug design was used to obtain compounds that form a network of specific interactions to the RNA including multiple interactions between a one nucleotide A-bulge and the Hoogsteen face of a closing GC base pair, the latter of which was enabled by the design of base triple interactions. A battery of assays revealed that the compound binds the target in vitro and in cells and affects pre-mRNA splicing in various cellular models including primary neurons from a human tau (htau) knock-in mouse model. The orally bioavailable compound was administered per os (p.o.), where treatment diminished exon 10 inclusion, and reduced the 4R tau protein isoform. Further, the molecule mitigated cellular pathologies and behavioral phenotypes observed in the htau transgenic mouse model. This study provides a potentially general pipeline to design compounds that target RNAs and affect disease pathways and deliver compounds that have oral bioavailability and blood-brain barrier penetrance.

biochemistry↗

Dual MYC and GSPT1 Protein Degrader for MYC-Driven Cancers

Direct targeting of the oncoprotein MYC has long been attempted in cancer therapy, with limited success. We here identify a novel co-regulatory feedback loop of MYC and G1 to S phase transition protein 1 (GSPT1), where MYC promotes transcription of GSPT1, and GSPT1 senses stop codon of MYC to promote its translation. We report on the first-in-class dual MYC/GSPT1 protein degrader, GT19630. GT19630 significantly induced integrated stress response, abrogated oxidative phosphorylation through inhibition of the TCA cycle and induced cell death. Protein degradation of MYC was critical for efficacy of GT19630. GT19630 induced profound anti-proliferative effects and apoptosis agnostic to TP53 in a broad range of cancer cells, and is highly active in vivo in multiple, therapy-resistant hematologic and solid tumor models. Dual MYC/GSPT1 degradation was well tolerated in humanized CrbnI391V mice. In conclusion, we propose a novel treatment approach by directly targeting the MYC-GSPT1 axis in MYC-driven cancers. Statement of significanceMYC has been considered an undruggable protein. We found a targetable, novel positive co-regulatory feedback of MYC and GSPT1, a key translation terminator. The dual MYC/GSPT1 degrader GT19630 is highly active in MYC-driven tumors, with moderate effects on humanized Crbn mice, providing opportunities to improve treatment outcome of MYC-driven cancers.

cancer biology↗

REEP6 deficiency impairs ER and Golgi morphologies and causes retinal degeneration by attenuating the expression of phototransduction proteins

REEP6 is a member of the REEP family proteins belonging to the YIP superfamily. REEP proteins were membrane proteins involved in regulating membrane curvature. Mutations in REEP6 are associated with retinitis pigmentosa (RP). Mice lacking REEP6 were generated to model human RP. Reep6 mutant mice exhibit progressive retinal degeneration, which is attributed to abnormal trafficking of PDE6 and the absent expression of guanylate cyclases (GCs), due to ER dysfunction. However, the phenotype regarding the failed expression of GCs is questionable. Here, we generated an independent Reep6 knockout mouse model. Our Reep6-deficient mouse line showed progressive retinal degeneration as previously reported. Nevertheless, unlike the previous report, our Reep6 mutant mice had normal trafficking of PDE6. GCs were not absent from the mutant mice, but their expression decreased by approximately one third. Other membrane phototransduction proteins, such as rhodopsin and rhodopsin kinase (GRK1) were also reduced. Attenuated expression of membrane proteins might stem from abnormal ER and Golgi function, as in vitro expression of REEP6 altered the expression of the ER marker and Golgi morphologies. Additionally, RNA-seq revealed that deletion of Reep6 caused reduced expression of multiple phototransduction proteins at the transcription level and activated the inflammation pathway. Thus, retinal degeneration associated with REEP6 mutations is the consequence of reduced expression of phototransduction proteins mediated by ER and Golgi dysfunction and ensuing retinal inflammation.

pathology↗

Morphological and functional alteration of light perception circuits in AD patients

Disruption of sleep and circadian rhythms is one of the earliest symptoms of Alzheimers disease (AD). Circadian entrainment and modulation of alertness are non-visual responses to light driven by intrinsically photosensitive retinal ganglion cells (ipRGCs). To explore structural and functional changes of ipRGCs and ipRGC circuits in AD, we analyzed the retinas and brains of 13 elderly patients ranging from normal cognition to AD and performed ex vivo extracellular electrophysiological recordings on freshly harvested retinas. While rods and cones were moderately impaired, there was a severe loss of ipRGCs in AD donors. Importantly, the remaining ipRGCs exhibited morphological alterations, hyperexcitability, and were not able to sustain high levels of activation. These changes may be ipRGC subtype-specific and correlated with disease progression. Altered ipRGC circuits and function could contribute to the disruption of sleep and circadian rhythms reported in AD patients. Measuring ipRGC-dependent responses to light could be a promising way to predict or monitor pathological changes in the brain.

neuroscience↗

Chaperonin TRiC bridges radial spokes for folding proteins locally translated in mammalian sperm flagella

As animals evolved from external to internal fertilization, sperm flagella, which once transiently propelled sperm in water to reach nearby eggs, developed to beat for days or even longer within the female reproductive tract. How flagella were remodeled accordingly remains unclear. Unlike externally fertilizing zebrafish and sea urchin, mammalian sperm flagella feature a unique barrel-shaped bridge between axonemal radial spokes RS1 and RS2, though its components and function remain unknown. Here, using cryo-EM and cryo-ET combined with mass spectrometry and immunofluorescence staining, we reveal that this RS1-RS2 barrel (RRB) in mammalian sperm flagella is a group II chaperonin TRiC/CCT. We purified and resolved the unforeseen cryo-EM structure of TRiC from bovine sperm flagella, discovering that flagella TRiC contains the testis-specific CCT6B subunit. Additionally, we resolved the cryo-ET map of mouse sperm flagella RSs, containing the RRB, achieving unprecedented local resolution of 10-14 [A]. The in-situ RRB map displays two extra densities within its chambers in a polarized manner, suggesting the presence of folding substrates and a co-chaperone (likely phosducin-like 2). Notably, mammalian flagella also contain components of translation machineries and actively synthesize proteins. Our results suggest that the RRB TRiC folds locally translated proteins to sustain mammalian flagella, providing new insights into flagellar remodeling in internally fertilizing species. Our findings also shed lights on male fertility and potential treatments for infertility.

biophysics↗

Targeted degradation of endogenous condensation-prone proteins improves crop performance

Effective methods, such as CRISPR and RNA interference, exist for modulating gene expression at DNA and RNA levels, but approaches for directly modifying endogenous proteins remain lacking in plants. Here, we develop a targeted condensation-prone-protein degradation (TCD) strategy to eliminate endogenous proteins, particularly those prone to condensation. We identify an E3 ligase, E3TCD1, that degrades itself but selectively targets other proteins when fused to them. In rice, transgenic E3TCD1 fusions with Teosinte branched 1 and Early flowering 3 (OsELF3) modulate tiller numbers and flowering times, respectively. The TCD system is also controllable. Using the ProTBF1-uORFsTBF1 expression control cassette, we can conditionally degrade the negative defense regulator OsELF3 upon pathogen invasion, enhancing rice resistance without interfering with rice flowering time. This method, unlike animal-targeting strategies, does not rely on small molecules, antibodies, or genetic knock-ins, showing promise as a gene therapeutic avenue for optimizing crop performance and potentially addressing human diseases.

plant biology↗

Dynamic imbalances in cell-type specific striatal ensemble activity during visually guided locomotion.

Basal ganglia models commonly propose that relative imbalances between direct and indirect pathway output shapes movement, but how such imbalances are expressed during behavior remains unclear. We simultaneously imaged identified direct-pathway and indirect-pathway spiny projection neurons (dSPNs and iSPNs) in dorsal striatum as mice locomoted through virtual visual environments for reward. Individual dSPNs and iSPNs encoded discrete locations within specific visual environments and, in a distance-based task, encoded distance traveled or elapsed time, revealing structured representations of goal-directed trajectories. At the population level, both pathways were broadly co-active and similarly correlated with locomotor speed, but their relative activity shifted systematically across learned trajectories: dSPNs dominated during early accelerating segments, and iSPNs dominated during later slowing segments. These imbalances were selectively expressed within ensembles tuned to spatial location or distance/time, depending on task structure, but were absent during comparable spontaneous locomotion outside the task context and during initial exposure to a novel environment. A computational model demonstrated that opponent plasticity driven by kinematics-linked teaching signals can reproduce the observed task-dependent imbalances through cell-type-specific plasticity of discrete trajectory-related inputs and can progressively organize locomotor kinematics over learning. Our findings indicate that direct/indirect pathway imbalances are not a general reflection of motor output, but are dynamic, state-dependent features of striatal activity that link structured trajectory representations to associated changes in behavioral vigor along repeated, goal-directed locomotor paths through learning.

neuroscience↗

ER stress relief drives beta cell proliferation

Regenerating endogenous pancreatic {beta}-cells is a potentially curative yet currently elusive strategy for diabetes therapy. Mimicking the microenvironment of the developing pancreas and leveraging vascular signals that support pancreatic endocrinogenesis may promote {beta}-cell regeneration. We aimed to investigate whether recovery from experimental hypovascularization of the endocrine pancreas, achieved by modulating the transgenic production of a VEGF-A blocker in {beta}-cells, could trigger mouse {beta}-cell proliferation. Serendipitously, we found that transgene overexpression in {beta}-cells induces endoplasmic reticulum (ER) stress and that subsequent relief from this stress stimulates {beta}-cell proliferation independent of vessel recovery. Transient GFP overexpression in vivo and chemical induction of ER stress in vitro replicated this {beta}-cell cycling response. Our findings highlight the potential side effects of ER stress due to transgene overexpression in {beta}-cells and assert that ER stress relief serves as a potent regenerative stimulus.

molecular biology↗

MRI-based quantification of cardiac-driven brain biomechanics for early detection of neurological disorders

We present a pipeline to quantify biomechanical environment of the brain using solely MRI-derived data in order to elucidate the role of biomechanical factors in neurodegenerative disorders. Neurological disorders, like Alzheimers and Parkinsons diseases, are associated with physical changes, including the accumulation of amyloid-{beta} and tau proteins, damage to the cerebral vasculature, hypertension, atrophy of the cortical gray matter, and lesions of the periventricular white matter. Alterations in the external mechanical environment of cells can trigger pathological processes, and it is known that AD causes reduced stiffness in the brain tissue during degeneration. However, there appears to be a significant lag time between microscale changes and macroscale obstruction of neurological function in the brain. Here, we present a pipeline to quantify the whole brain biomechanical environment to bridge the gap in understanding how underlying brain changes affect macroscale brain biomechanics. This pipeline enables image-based quantification of subject-specific displacement field of the whole brain to subject-specific strain, strain rate, and stress across 133 labeled functional brain regions. We have focused our development efforts on utilizing solely MRI-derived data to facilitate clinical applicability of our approach and have emphasized automation in all aspects of our methods to reduce operator dependance. Our pipeline has the potential to improve early detection of neurological disorders and facilitate the identification of disease before widespread, irreversible damage has occurred.

bioengineering↗

Robust data-driven segmentation of pulsatile cerebral vessels using functional magnetic resonance imaging

Functional magnetic resonance imaging (fMRI) captures rich physiological and neuronal information that can offer insights into neurofluid dynamics, vascular health, and waste clearance function. The availability of cerebral vessel segmentation could facilitate fluid dynamics research in fMRI. However, without magnetic resonance angiography scans, cerebral vessel segmentation is challenging and time-consuming. This study leverages cardiac-induced pulsatile fMRI signal to develop a data-driven, automatic segmentation of large cerebral arteries and the superior sagittal sinus (SSS). The method was validated in a local dataset by comparing it to ground truth cerebral artery and SSS segmentations. Using the Human Connectome Project (HCP) aging dataset, the methods reproducibility was tested on 422 participants aged 36 to 100 years, each with four repeated fMRI scans. The method demonstrated high reproducibility, with an intraclass correlation coefficient > 0.7 in both cerebral artery and SSS segmentation volumes. This study demonstrates that the large cerebral arteries and SSS can be reproducibly and automatically segmented in fMRI datasets, facilitating the investigation of fluid dynamics in these regions.

bioengineering↗