Evidence map›Paper›PMID 26477562›Full record

ArticleMagnetic resonance imaging2016

Visualizing functional pathways in the human brain using correlation tensors and magnetic resonance imaging.

Zhaohua Ding, Ran Xu, Stephen K Bailey, Tung-Lin Wu, Victoria L Morgan, Laurie E Cutting, Adam W Anderson, John C Gore

Abstract readHistorical Article
In one paragraph

Article in Magnetic resonance imaging, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 66 papers.

0numbers the graph read from it
0cells of the map it votes in
66citing 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

66 citing papers in PubMed.

  1. Article
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  9. Vasculature-informed spatial smoothing of white matter functional magnetic resonance imaging.Proceedings of SPIE--the International Society for Optical Engineering · 2025
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  10. A 4D atlas of diffusion-informed spatial smoothing windows for BOLD signal in white matter.Proceedings of SPIE--the International Society for Optical Engineering · 2025
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  18. Characteristic BOLD signals are detectable in white matter of the spinal cord at rest and after a stimulus.Proceedings of the National Academy of Sciences of the United States of America · 2024
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  19. Article
  20. Article

6 more citing papers are in PubMed but not listed here.

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.

Zhaohua DingVanderbilt University Institute of Imaging Science, Vanderbilt University, Nashville, TN, 37232; Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN, 37232; Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37232; Chemical and Physical Biology Program, Vanderbilt University, Nashville, TN, 37232. Electronic address: zhaohua.ding@vanderbilt.edu.
Ran XuVanderbilt University Institute of Imaging Science, Vanderbilt University, Nashville, TN, 37232.
Stephen K BaileyVanderbilt Brain Institute, Vanderbilt University, Nashville, TN, 37232.
Tung-Lin WuDepartment of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37232.
Victoria L MorganVanderbilt University Institute of Imaging Science, Vanderbilt University, Nashville, TN, 37232; Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37232; Department of Radiology and Radiological Sciences, Vanderbilt University, Nashville, TN, 37232.
Laurie E CuttingDepartment of Radiology and Radiological Sciences, Vanderbilt University, Nashville, TN, 37232; Vanderbilt Kennedy Center, Vanderbilt University, Nashville, TN, 37232.
Adam W AndersonVanderbilt University Institute of Imaging Science, Vanderbilt University, Nashville, TN, 37232; Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37232; Department of Radiology and Radiological Sciences, Vanderbilt University, Nashville, TN, 37232; Department of Physics and Astronomy, Vanderbilt University, Nashville, TN, 37232.
John C GoreVanderbilt University Institute of Imaging Science, Vanderbilt University, Nashville, TN, 37232; Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37232; Chemical and Physical Biology Program, Vanderbilt University, Nashville, TN, 37232; Department of Radiology and Radiological Sciences, Vanderbilt University, Nashville, TN, 37232; Vanderbilt Kennedy Center, Vanderbilt University, Nashville, TN, 37232; Department of Physics and Astronomy, Vanderbilt University, Nashville, TN, 37232; Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN, 37232.

Funding

VANDERBILT UNIVERSITY CTSA FOR PEDIATRIC RESEARCHUL1RR024975 · NCRR · VANDERBILT UNIVERSITY · PI BERNARD, GORDON RAPHAEL · 2007 to 2011
$45.7M
THREE-TIERED PREVENTION MODEL TO BETTER SERVE ALL STUDENP30HD015052 · NICHD · VANDERBILT UNIVERSITY · PI DYKENS, ELISABETH MAY · 1985 to 2014
$18.6M
Integrated Imaging of Brain Function at 7 TeslaR01EB000461 · NIBIB · VANDERBILT UNIVERSITY · PI GORE, JOHN C · 2002 to 2012
$9.4M
VALITIDY OF RTI FOR IDENTIFYING READING DISABILITY BEYOND THE PRIMARY GRADESP50HD052121 · NICHD · HUGO W. MOSER RES INST KENNEDY KRIEGER · PI CUTTING, LAURIE E · 2006 to 2010
$8.4M
Cognitive and Neural Processes in Reading ComprehensionR01HD044073 · NICHD · VANDERBILT UNIVERSITY · PI CUTTING, LAURIE E · 2004 to 2019
$8.1M
Training in Fundamental NeuroscienceT32MH064913 · NIMH · VANDERBILT UNIVERSITY · PI IHRIE, REBECCA A, WINDER, DANNY G. · 2001 to 2022
$7.6M
Biophysical Basis of Functional Connectivity by MRIR01NS078680 · NINDS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Li Min Chen, John C Gore · 2012 to 2026
$7.6M
Research Project: Sensory and Multisensory Contributions to AutismU54HD083211 · NICHD · VANDERBILT UNIVERSITY MEDICAL CENTER · PI DYKENS, ELISABETH MAY · 2015 to 2019
$7.1M
Adolescent Reading Programs: Behavioral and Neural EffectsR01HD046130 · NICHD · HASKINS LABORATORIES, INC. · PI SCARBOROUGH, HOLLIS · 2003 to 2007
$4.6M
The Biological Basis of Diffusion MRI of the BrainR01NS058639 · NINDS · VANDERBILT UNIVERSITY · PI ANDERSON, ADAM W · 2008 to 2016
$3.7M
Predicting Late-Emerging RD: Neurobiological and Cognitive FactorsR01HD067254 · NICHD · VANDERBILT UNIVERSITY · PI CUTTING, LAURIE E · 2010 to 2014
$2.9M
MRI Structural and Functional Connectivity Changes in Temporal Lobe EpilepsyR01NS075270 · NINDS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI MORGAN, VICTORIA L · 2012 to 2016
$1.7M
NCRR NIH HHS RR024975NCRR NIH HHS UL1 RR024975NIBIB NIH HHS EB000461NIBIB NIH HHS R01 EB000461NICHD NIH HHS HD015052NICHD NIH HHS HD044073NICHD NIH HHS HD046130NICHD NIH HHS P30 HD015052NICHD NIH HHS P50 HD052121NICHD NIH HHS R01 HD044073NICHD NIH HHS R01 HD046130NICHD NIH HHS R01 HD067254NICHD NIH HHS R21 HD087088NICHD NIH HHS U54 HD083211NIMH NIH HHS MH064913NIMH NIH HHS T32 MH064913NINDS NIH HHS NS058639NINDS NIH HHS NS075270NINDS NIH HHS NS078680NINDS NIH HHS R01 NS058639NINDS NIH HHS R01 NS075270NINDS NIH HHS R01 NS078680
6 · The paper itself

Abstract

Functional magnetic resonance imaging usually detects changes in blood oxygenation level dependent (BOLD) signals from T2*-sensitive acquisitions, and is most effective in detecting activity in brain cortex which is irrigated by rich vasculature to meet high metabolic demands. We recently demonstrated that MRI signals from T2*-sensitive acquisitions in a resting state exhibit structure-specific temporal correlations along white matter tracts. In this report we validate our preliminary findings and introduce spatio-temporal functional correlation tensors to characterize the directional preferences of temporal correlations in MRI signals acquired at rest. The results bear a remarkable similarity to data obtained by diffusion tensor imaging but without any diffusion-encoding gradients. Just as in gray matter, temporal correlations in resting state signals may reflect intrinsic synchronizations of neural activity in white matter. Here we demonstrate that functional correlation tensors are able to visualize long range white matter tracts as well as short range sub-cortical fibers imaged at rest, and that evoked functional activities alter these structures and enhance the visualization of relevant neural circuitry. Furthermore, we explore the biophysical mechanisms underlying these phenomena by comparing pulse sequences, which suggest that white matter signal variations are consistent with hemodynamic (BOLD) changes associated with neural activity. These results suggest new ways to evaluate MRI signal changes within white matter.

Indexed as

AdultBrainConnectomeDiffusion Tensor ImagingFemaleHistory, AncientHumansImage Interpretation, Computer-AssistedMaleReproducibility of ResultsSensitivity and SpecificityStatistics as TopicSubtraction TechniqueUser-Computer InterfaceVisual PathwaysFunctional connectivityFunctional correlation tensorFunctional magnetic resonance imagingFunctional pathways

Identifiers

PMID26477562
PMCPMC4714593

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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.