Evidence map›Paper›PMID 28145075›Full record

ReviewHuman brain mapping2017

Biomarkers, designs, and interpretations of resting-state fMRI in translational pharmacological research: A review of state-of-the-Art, challenges, and opportunities for studying brain chemistry.

Najmeh Khalili-Mahani, Serge A R B Rombouts, Matthias J P van Osch, Eugene P Duff, Felix Carbonell, Lisa D Nickerson, Lino Becerra, Albert Dahan, Alan C Evans, Jean-Paul Soucy and 3 more

Abstract readReview
In one paragraph

Review in Human brain mapping, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.

0numbers the graph read from it
0cells of the map it votes in
37citing 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

37 citing papers in PubMed.

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  3. Local and global effects of sedation in resting-state fMRI: a randomized, placebo-controlled comparison between etifoxine and alprazolam.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2024
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  6. Causal and directional elements of global brain dynamics.bioRxiv : the preprint server for biology · 2026
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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

13 authors.

Najmeh Khalili-MahaniMcGill Centre for Integrative Neuroscience, Montreal Neurological Institute, McGill University, Montreal, Canada.ORCID 0000-0002-5248-2609
Serge A R B RomboutsDepartment of Radiology, Leiden University Medical Centre, Leiden, The Netherlands.
Matthias J P van OschDepartment of Radiology, Leiden University Medical Centre, Leiden, The Netherlands.
Eugene P DuffInstitute of Psychology and Leiden Institute for Brain and Cognition, Leiden University, Leiden, The Netherlands.
Felix CarbonellBiospective Inc, Montreal, Quebec, Canada.
Lisa D NickersonMcLean Hospital, Belmont, Massachusetts.
Lino BecerraCenter for Pain and the Brain, Harvard Medical School & Boston Children's Hospital, Boston, Massachusetts.
Albert DahanDepartment of Anesthesiology, Leiden University Medical Centre, Leiden, The Netherlands.
Alan C EvansMcGill Centre for Integrative Neuroscience, Montreal Neurological Institute, McGill University, Montreal, Canada.
Jean-Paul SoucyPERFORM Centre, Concordia University, Montreal, Canada.
Richard WiseCardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Cardiff, United Kingdom.ORCID 0000-0003-1700-2144
Alex P ZijdenbosMcGill Centre for Integrative Neuroscience, Montreal Neurological Institute, McGill University, Montreal, Canada.
Joop M van GervenCentre for Human Drug Research, Leiden University Medical Centre, Leiden, The Netherlands.

Funding

Neural Mechanisms Underlying Nicotine and Alcohol Combinations: Quantitative fMRIR21DA032257 · NIDA · MCLEAN HOSPITAL · PI NICKERSON, LISA D · 2012 to 2013
$372k
NIDA NIH HHS R21 DA032257
6 · The paper itself

Abstract

A decade of research and development in resting-state functional MRI (RSfMRI) has opened new translational and clinical research frontiers. This review aims to bridge between technical and clinical researchers who seek reliable neuroimaging biomarkers for studying drug interactions with the brain. About 85 pharma-RSfMRI studies using BOLD signal (75% of all) or arterial spin labeling (ASL) were surveyed to investigate the acute effects of psychoactive drugs. Experimental designs and objectives include drug fingerprinting dose-response evaluation, biomarker validation and calibration, and translational studies. Common biomarkers in these studies include functional connectivity, graph metrics, cerebral blood flow and the amplitude and spectrum of BOLD fluctuations. Overall, RSfMRI-derived biomarkers seem to be sensitive to spatiotemporal dynamics of drug interactions with the brain. However, drugs cause both central and peripheral effects, thus exacerbate difficulties related to biological confounds, structured noise from motion and physiological confounds, as well as modeling and inference testing. Currently, these issues are not well explored, and heterogeneities in experimental design, data acquisition and preprocessing make comparative or meta-analysis of existing reports impossible. A unifying collaborative framework for data-sharing and data-mining is thus necessary for investigating the commonalities and differences in biomarker sensitivity and specificity, and establishing guidelines. Multimodal datasets including sham-placebo or active control sessions and repeated measurements of various psychometric, physiological, metabolic and neuroimaging phenotypes are essential for pharmacokinetic/pharmacodynamic modeling and interpretation of the findings. We provide a list of basic minimum and advanced options that can be considered in design and analyses of future pharma-RSfMRI studies. Hum Brain Mapp 38:2276-2325, 2017. © 2017 Wiley Periodicals, Inc.

Indexed as

Biomedical ResearchBrainBrain ChemistryMagnetic Resonance ImagingAnimalsBrain MappingCerebrovascular CirculationHumansImage Processing, Computer-AssistedRestSpin LabelsTranslational Research, BiomedicalSpin Labelsarterial spin labelingbiomarkersbrain chemistrydrugfunctional connectivitypharmacological neuroimagingpharma-fMRIPK/PD modelingresting state fMRItranslational research

Identifiers

PMID28145075
PMCPMC6866735

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.