Evidence map›Paper›PMID 42805990›Full record

ArticleNature communications2026

In-silico solute transport via perivascular networks in the human intracranial space.

Marius Causemann, Miroslav Kuchta, Rami Masri, Marie E Rognes

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Marius CausemannDepartment of Numerical Analysis and Scientific Computing, Simula Research Laboratory, Oslo, Norway.ORCID 0000-0002-8579-2777
Miroslav KuchtaDepartment of Numerical Analysis and Scientific Computing, Simula Research Laboratory, Oslo, Norway.ORCID 0000-0002-3832-0988
Rami MasriDivision of Applied Mathematics, Brown University, Providence, Rhode Island, USA.ORCID 0009-0008-1777-2871
Marie E RognesDepartment of Numerical Analysis and Scientific Computing, Simula Research Laboratory, Oslo, Norway. meg@simula.no.ORCID 0000-0002-6872-3710

Funding

Norges Forskningsråd (Research Council of Norway) 303362
6 · The paper itself

Abstract

The mechanisms of intracranial solute transport are fundamental to human brain health. However, our understanding of their interplay remains incomplete, in part due to the complexity of integrating insights across scales, between species, and from different modalities. In this work, we combine mixed-dimensional mathematical modeling, multi-modal magnetic resonance images, and high performance computing to present a computational framework for calculating the spatiotemporal spreading of a solute across the subarachnoid space, ventricular system, and brain parenchyma, including surface perivascular spaces. To illustrate applicability, we simulate a series of scenarios relating to intrathecal tracer injections, including variations in cerebrospinal fluid production, intracranial pulsatility, perivascular fluid flow and -structure. This openly available framework allows for evaluating the integrated effect of different transport mechanisms, bridging from the vascular mesoscale to the organ-level macroscale and across time scales of seconds to hours, in subject-specific geometries.

Indexed as

BrainGlymphatic SystemBiological TransportCerebrospinal FluidComputer SimulationHumansMagnetic Resonance ImagingModels, BiologicalSubarachnoid Space

Identifiers

PMID42805990
PMCPMC13620162

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.