Literature DB >> 28145075

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-Mahani1,2, Serge A R B Rombouts3,4, Matthias J P van Osch3, Eugene P Duff4,5, Felix Carbonell6, Lisa D Nickerson7,8, Lino Becerra9, Albert Dahan10, Alan C Evans1,11, Jean-Paul Soucy2,11, Richard Wise12, Alex P Zijdenbos1,6, Joop M van Gerven13.   

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. © 2017 The Authors Human Brain Mapping Published by Wiley Periodicals, Inc.

Entities:  

Keywords:  PK/PD modeling; arterial spin labeling; biomarkers; brain chemistry; drug; functional connectivity; pharma-fMRI; pharmacological neuroimaging; resting state fMRI; translational research

Mesh:

Substances:

Year:  2017        PMID: 28145075      PMCID: PMC6866735          DOI: 10.1002/hbm.23516

Source DB:  PubMed          Journal:  Hum Brain Mapp        ISSN: 1065-9471            Impact factor:   5.038


  361 in total

1.  Architectonics of the human cerebral cortex and transmitter receptor fingerprints: reconciling functional neuroanatomy and neurochemistry.

Authors:  K Zilles; N Palomero-Gallagher; C Grefkes; F Scheperjans; C Boy; K Amunts; A Schleicher
Journal:  Eur Neuropsychopharmacol       Date:  2002-12       Impact factor: 4.600

Review 2.  Calibrated FMRI.

Authors:  Richard D Hoge
Journal:  Neuroimage       Date:  2012-02-17       Impact factor: 6.556

Review 3.  A procedural framework for good imaging practice in pharmacological fMRI studies applied to drug development #1: processes and requirements.

Authors:  Adam J Schwarz; Lino Becerra; Jaymin Upadhyay; Julie Anderson; Richard Baumgartner; Alexandre Coimbra; Jeff Evelhoch; Richard Hargreaves; Brigitte Robertson; Smriti Iyengar; Johannes Tauscher; David Bleakman; David Borsook
Journal:  Drug Discov Today       Date:  2011-05-24       Impact factor: 7.851

4.  Intra- and multicenter reproducibility of pulsed, continuous and pseudo-continuous arterial spin labeling methods for measuring cerebral perfusion.

Authors:  Sanna Gevers; Matthias J van Osch; Reinoud P H Bokkers; Dennis A Kies; Wouter M Teeuwisse; Charles B Majoie; Jeroen Hendrikse; Aart J Nederveen
Journal:  J Cereb Blood Flow Metab       Date:  2011-02-09       Impact factor: 6.200

5.  Graph theoretical analysis of sedation's effect on whole brain functional system in school-aged children.

Authors:  Zhen Wei; Sarael Alcauter; Ke Jin; Zi-Wen Peng; Wei Gao
Journal:  Brain Connect       Date:  2013-03-21

6.  Quantitative hemodynamic PET imaging using image-derived arterial input function and a PET/MR hybrid scanner.

Authors:  Yi Su; Andrei G Vlassenko; Lars E Couture; Tammie Ls Benzinger; Abraham Z Snyder; Colin P Derdeyn; Marcus E Raichle
Journal:  J Cereb Blood Flow Metab       Date:  2016-01-01       Impact factor: 6.200

7.  Differentiating BOLD and non-BOLD signals in fMRI time series using multi-echo EPI.

Authors:  Prantik Kundu; Souheil J Inati; Jennifer W Evans; Wen-Ming Luh; Peter A Bandettini
Journal:  Neuroimage       Date:  2011-12-23       Impact factor: 6.556

8.  Effect of subanesthetic ketamine on intrinsic functional brain connectivity: a placebo-controlled functional magnetic resonance imaging study in healthy male volunteers.

Authors:  Marieke Niesters; Najmeh Khalili-Mahani; Christian Martini; Leon Aarts; Joop van Gerven; Mark A van Buchem; Albert Dahan; Serge Rombouts
Journal:  Anesthesiology       Date:  2012-10       Impact factor: 7.892

9.  Higher dimensional analysis shows reduced dynamism of time-varying network connectivity in schizophrenia patients.

Authors:  Robyn L Miller; Maziar Yaesoubi; Vince D Calhoun
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2014

10.  Integrated strategy for improving functional connectivity mapping using multiecho fMRI.

Authors:  Prantik Kundu; Noah D Brenowitz; Valerie Voon; Yulia Worbe; Petra E Vértes; Souheil J Inati; Ziad S Saad; Peter A Bandettini; Edward T Bullmore
Journal:  Proc Natl Acad Sci U S A       Date:  2013-09-13       Impact factor: 11.205

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  11 in total

1.  Spontaneous low-frequency fluctuations in the neural system for emotional perception in major psychiatric disorders: amplitude similarities and differences across frequency bands

Authors:  Miao Chang; Elliot K. Edmiston; Fay Y. Womer; Qian Zhou; Shengnan Wei; Xiaowei Jiang; Yifang Zhou; Yuting Ye; Haiyan Huang; Xi-Nian Zuo; Ke Xu; Yanqing Tang; Fei Wang
Journal:  J Psychiatry Neurosci       Date:  2019-03-01       Impact factor: 6.186

2.  Unravelling the effects of methylphenidate on the dopaminergic and noradrenergic functional circuits.

Authors:  Ottavia Dipasquale; Daniel Martins; Arjun Sethi; Mattia Veronese; Swen Hesse; Michael Rullmann; Osama Sabri; Federico Turkheimer; Neil A Harrison; Mitul A Mehta; Mara Cercignani
Journal:  Neuropsychopharmacology       Date:  2020-05-30       Impact factor: 7.853

3.  Functional connectivity and cognitive changes after donepezil treatment in healthy participants.

Authors:  P Péran; A S Salabert; T Dondaine; X Leclerc; H Gros-Dagnac; J-P Ranjeva; R Lopes; L Lanteaume; O Blin; C Thalamas; R Bordet; P Payoux
Journal:  Psychopharmacology (Berl)       Date:  2021-08-09       Impact factor: 4.530

Review 4.  The role of fMRI in drug development.

Authors:  Owen Carmichael; Adam J Schwarz; Christopher H Chatham; David Scott; Jessica A Turner; Jaymin Upadhyay; Alexandre Coimbra; James A Goodman; Richard Baumgartner; Brett A English; John W Apolzan; Preetham Shankapal; Keely R Hawkins
Journal:  Drug Discov Today       Date:  2017-11-15       Impact factor: 7.851

5.  The Brain: Is it a Next Frontier to Better Understand the Regulation and Control of Hematopoiesis for Future Modulation and Treatment?

Authors:  Hal E Broxmeyer; Karmen K Yoder; Yu-Chien Wu; Gary D Hutchins; Scott H Cooper; Sherif S Farag
Journal:  Stem Cell Rev Rep       Date:  2021-07-13       Impact factor: 6.692

6.  Anterior hippocampal dysfunction in early psychosis: a 2-year follow-up study.

Authors:  Maureen McHugo; Suzanne Avery; Kristan Armstrong; Baxter P Rogers; Simon N Vandekar; Neil D Woodward; Jennifer Urbano Blackford; Stephan Heckers
Journal:  Psychol Med       Date:  2021-04-20       Impact factor: 10.592

7.  Tonic pain alters functional connectivity of the descending pain modulatory network involving amygdala, periaqueductal gray, parabrachial nucleus and anterior cingulate cortex.

Authors:  Timothy J Meeker; Anne-Christine Schmid; Michael L Keaser; Shariq A Khan; Rao P Gullapalli; Susan G Dorsey; Joel D Greenspan; David A Seminowicz
Journal:  Neuroimage       Date:  2022-05-09       Impact factor: 7.400

8.  Does self-perception of sensitivity to pain correlate with actual sensitivity to experimental pain?

Authors:  Doron Meiselles; Joshua Aviram; Erica Suzan; Dorit Pud; Elon Eisenberg
Journal:  J Pain Res       Date:  2017-11-13       Impact factor: 3.133

Review 9.  Brain functional network modeling and analysis based on fMRI: a systematic review.

Authors:  Zhongyang Wang; Junchang Xin; Zhiqiong Wang; Yudong Yao; Yue Zhao; Wei Qian
Journal:  Cogn Neurodyn       Date:  2020-08-31       Impact factor: 3.473

Review 10.  The Relationship Between Dopamine Neurotransmitter Dynamics and the Blood-Oxygen-Level-Dependent (BOLD) Signal: A Review of Pharmacological Functional Magnetic Resonance Imaging.

Authors:  Tyler J Bruinsma; Vidur V Sarma; Yoonbae Oh; Dong Pyo Jang; Su-Youne Chang; Greg A Worrell; Val J Lowe; Hang Joon Jo; Hoon-Ki Min
Journal:  Front Neurosci       Date:  2018-04-10       Impact factor: 4.677

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