Evidence map›Paper›PMID 33444087›Full record

ArticleJournal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism2021

A novel method of quantifying hemodynamic delays to improve hemodynamic response, and CVR estimates in CO2 challenge fMRI.

Jinxia Fiona Yao, Ho-Ching Shawn Yang, James H Wang, Zhenhu Liang, Thomas M Talavage, Gregory G Tamer, Ikbeom Jang, Yunjie Tong

Open access · greenAbstract read
In one paragraph

Article in Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
2.9field-weighted citation impact, top 9% 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

16 citing papers in PubMed, 27 citations in OpenAlex.

  1. Cerebrovascular reactivity delay measured by blood oxygen level dependent magnetic resonance imaging and gas challenges: A systematic review.Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism · 2026
    Review
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  7. Effects of clamping end-tidal CONMR in biomedicine · 2024
    Article
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  9. The many layers of BOLD. The effect of hypercapnic and hyperoxic stimuli on macro- and micro-vascular compartments quantified byJournal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism · 2023
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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

8 authors at 1 institution in 2 countries.

Jinxia Fiona YaoWeldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA.
Ho-Ching Shawn YangWeldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA.
James H WangWeldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA.
Zhenhu LiangWeldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA.
Thomas M TalavageWeldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA.
Gregory G TamerWeldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA.
Ikbeom JangSchool of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA.
Yunjie TongWeldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA.
Purdue University West Lafayette · US

Funding

Multimodal Neuroimaging of Cigarette SmokingK25DA031769 · NIDA · PURDUE UNIVERSITY · PI TONG, YUNJIE · 2013 to 2017
$762k
NIDA NIH HHS K25 DA031769
6 · The paper itself

Abstract

Elevated carbon dioxide (CO2) in breathing air is widely used as a vasoactive stimulus to assess cerebrovascular functions under hypercapnia (i.e., "stress test" for the brain). Blood-oxygen-level-dependent (BOLD) is a contrast mechanism used in functional magnetic resonance imaging (fMRI). BOLD is used to study CO2-induced cerebrovascular reactivity (CVR), which is defined as the voxel-wise percentage BOLD signal change per mmHg change in the arterial partial pressure of CO2 (PaCO2). Besides the CVR, two additional important parameters reflecting the cerebrovascular functions are the arrival time of arterial CO2 at each voxel, and the waveform of the local BOLD signal. In this study, we developed a novel analytical method to accurately calculate the arrival time of elevated CO2 at each voxel using the systemic low frequency oscillations (sLFO: 0.01-0.1 Hz) extracted from the CO2 challenge data. In addition, 26 candidate hemodynamic response functions (HRF) were used to quantitatively describe the temporal brain reactions to a CO2 stimulus. We demonstrated that our approach improved the traditional method by allowing us to accurately map three perfusion-related parameters: the relative arrival time of blood, the hemodynamic response function, and CVR during a CO2 challenge.

Indexed as

Magnetic Resonance ImagingAdultBrainBrain MappingCarbon DioxideCerebrovascular CirculationFemaleHemodynamicsHumansHypercapniaMaleTime FactorsYoung AdultCarbon DioxideBOLD signalcerebrovascular reactivityhemodynamic responsehypercapniaLow frequency oscillation

Identifiers

PMID33444087
PMCPMC8327112
OpenAlexW3119017073

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.