Evidence map›Paper›PMID 34413186›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2021

Control of low flow regions in the cortical vasculature determines optimal arterio-venous ratios.

Yujia Qi, Marcus Roper

Open access · bronzeAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
1.4field-weighted citation impact, top 16% of its field
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

12 citing papers in PubMed, 21 citations in OpenAlex.

  1. Microvascular architecture and physiological fluctuations constrain the control of cerebral microcirculation.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Review
  6. Article
  7. Modeling of brain efflux: Constraints of brain surfaces.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  8. Article
  9. Hemodynamic regulation allows stable growth of microvascular networks.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  10. Could respiration-driven blood oxygen changes modulate neural activity?Pflugers Archiv : European journal of physiology · 2023
    Review
  11. Neurovascular coupling: motive unknown.Trends in neurosciences · 2022
    Review
  12. A hydraulic resistance model for interstitial fluid flow in the brain.Journal of the Royal Society, Interface · 2022
    Article
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

2 authors at 1 institution in 1 country.

Yujia QiDepartment of Mechanical Engineering, University of California, Los Angeles, CA 90095; qiyujia66@engineering.ucla.edu.
Marcus RoperDepartment of Mathematics, University of California, Los Angeles, CA 90095.ORCID 0000-0001-8756-0112
University of California, Los Angeles · US

Funding

Optimality in the zebrafish microvasculatureR01GM126556 · NIGMS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI ROPER, MARCUS · 2017 to 2020
$606k
NIGMS NIH HHS R01 GM126556
6 · The paper itself

Abstract

The energy demands of neurons are met by a constant supply of glucose and oxygen via the cerebral vasculature. The cerebral cortex is perfused by dense, parallel arterioles and venules, consistently in imbalanced ratios. Whether and how arteriole-venule arrangement and ratio affect the efficiency of energy delivery to the cortex has remained an unanswered question. Here, we show by mathematical modeling and analysis of the mapped mouse sensory cortex that the perfusive efficiency of the network is predicted to be limited by low-flow regions produced between pairs of arterioles or pairs of venules. Increasing either arteriole or venule density decreases the size of these low-flow regions, but increases their number, setting an optimal ratio between arterioles and venules that matches closely that observed across mammalian cortical vasculature. Low-flow regions are reshaped in complex ways by changes in vascular conductance, creating geometric challenges for matching cortical perfusion with neuronal activity.

Indexed as

Computer SimulationModels, BiologicalAnimalsArteriolesBlood Flow VelocityCerebral CortexMiceNeuronsVenulesblood flow regulationcontinuum modellow-flow zonesmicrocirculationsensory cortex

Identifiers

PMID34413186
PMCPMC8403942
OpenAlexW3194348696

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.