Evidence map›Paper›PMID 41317311›Full record

ArticleNMR in biomedicine2026

A CSF Background Suppression Scheme in Arterial Spin Labeling MRI.

Zhiyi Hu, Wen Shi, Yifan Gou, Zihan Wang, Vivek S Yedavalli, Doris D Lin, Hanzhang Lu

Abstract read
In one paragraph

Article in NMR in biomedicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

7 authors.

Zhiyi HuDepartment of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.
Wen ShiDepartment of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.ORCID https://orcid.org/0000-0002-5312-4889
Yifan GouDepartment of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.
Zihan WangDepartment of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.
Vivek S YedavalliThe Russell H. Morgan Department of Radiology & Radiological Science, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.
Doris D LinThe Russell H. Morgan Department of Radiology & Radiological Science, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.
Hanzhang LuDepartment of Biomedical Engineering, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.ORCID https://orcid.org/0000-0003-3871-1564

Funding

TRD 4: Platforms for multi-modal and multi-scale imaging dataP41EB031771 · NIBIB · HUGO W. MOSER RES INST KENNEDY KRIEGER · PI Hanzhang Lu, Peter CM Van Zijl · 2021 to 2026
$9.9M
Validation of small vessel vascular contributions to cognitive impairment and dementia (VCID) biomarkersU01NS100588 · NINDS · JOHNS HOPKINS UNIVERSITY · PI ALBERT, MARILYN S., LU, HANZHANG · 2023 to 2025
$4.1M
Non-contrast MR imaging of blood-brain-barrier permeability in Alzheimer's diseaseR01AG064792 · NIA · JOHNS HOPKINS UNIVERSITY · PI LU, HANZHANG · 2020 to 2023
$2.6M
Physiological imaging markers in vascular contributions to cognitive impairment and dementia (VCID)R01AG085299 · NIA · JOHNS HOPKINS UNIVERSITY · PI Hanzhang Lu · 2024 to 2026
$2.3M
MR fingerprinting (MRF) perfusion imaging in cerebral vascular diseaseR01NS106711 · NINDS · JOHNS HOPKINS UNIVERSITY · PI LU, HANZHANG · 2018 to 2022
$2.2M
Blood-brain barrier dysfunction in Alzheimer's disease: from humans to animal modelsR01AG071515 · NIA · JOHNS HOPKINS UNIVERSITY · PI Hanzhang Lu · 2024 to 2026
$1.6M
High-fidelity brain perfusion MRI in newborns less than one week of ageR01EB037564 · NIBIB · JOHNS HOPKINS UNIVERSITY · PI William Christopher Golden, Hanzhang Lu · 2025 to 2026
$830k
MRI assessment of cerebral oxygen extraction fraction (OEF) in the medial temporal lobe as a biomarker in Alzheimer's diseaseR21AG079098 · NIA · JOHNS HOPKINS UNIVERSITY · PI LU, HANZHANG · 2022 to 2022
$450k
NIA NIH HHS R01 AG064792NIA NIH HHS R01 AG071515NIA NIH HHS R01 AG085299NIA NIH HHS R21 AG079098NIBIB NIH HHS P41 EB031771NIBIB NIH HHS R01 EB037564NIH HHS P41 EB031771NIH HHS R01 AG064792NIH HHS R01 AG071515NIH HHS R01 AG085299NIH HHS R01 EB037564NIH HHS R01 NS106711NIH HHS R21 AG079098NIH HHS U01 NS100588NINDS NIH HHS R01 NS106711NINDS NIH HHS U01 NS100588
6 · The paper itself

Abstract

Arterial spin labeling (ASL) MRI suffers from low signal-to-noise ratio. Current background suppression (BS) methods focus on suppressing tissue signal. The present work aims to test the hypothesis that BS schemes to suppress CSF signal can produce a greater benefit, given the recent observations that water in CSF has more pulsation as part of the neurofluid circulation. We developed a CSF BS scheme that maximally suppresses residual CSF signal using two inversion pulses. Its performance was compared with regular BS and enhanced BS, both of which primarily suppress gray and white matter signals. All schemes were evaluated in single-delay and multi-delay pseudo-continuous ASL (pCASL) MRI. The single-delay scans assessed cerebral blood flow (CBF), while the multi-delay scans measured both CBF and arterial transit time (ATT). Reproducibility was assessed using voxel-wise coefficient of variation (CoV) and spatial Spearman correlation coefficients (Rs). When using the CSF BS scheme, CSF signals were suppressed to less than 1% of the equilibrium magnetization, with gray and white matter signals around 5% in opposite magnetization signs. Complex control/label subtraction effectively accounted for magnetization signs and obtained the correct difference signal. In single-delay pCASL, CSF BS reduced visually apparent hyper- and hypo-intensity signals in CBF maps, which were present in the tissue-focused regular and enhanced BS schemes. These artifactual signal fluctuations were particularly pronounced in the brain-stem regions where CSF pulsation was the most severe, but also spread along the z-encoding direction. Quantitatively, CSF BS resulted in a lower voxel-wise CoV (8.8%) and higher R

Indexed as

ArteriesCerebrospinal FluidMagnetic Resonance ImagingSpin LabelsAdultArtifactsCerebrovascular CirculationFemaleHumansMaleReproducibility of ResultsSignal-To-Noise RatioYoung AdultSpin Labelsarterial spin labelingarterial transit timebackground suppressioncerebral blood flowmulti‐delay ASL

Identifiers

PMID41317311
PMCPMC12664665

What Socratic 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 Socratic graph.