Literature DB >> 32761566

FMRI hemodynamic response function (HRF) as a novel marker of brain function: applications for understanding obsessive-compulsive disorder pathology and treatment response.

D Rangaprakash1,2, Reza Tadayonnejad1,3, Gopikrishna Deshpande4,5,6,7,8,9,10,11, Joseph O'Neill1, Jamie D Feusner12.   

Abstract

The hemodynamic response function (HRF) represents the transfer function linking neural activity with the functional MRI (fMRI) signal, modeling neurovascular coupling. Since HRF is influenced by non-neural factors, to date it has largely been considered as a confound or has been ignored in many analyses. However, underlying biophysics suggests that the HRF may contain meaningful correlates of neural activity, which might be unavailable through conventional fMRI metrics. Here, we estimated the HRF by performing deconvolution on resting-state fMRI data from a longitudinal sample of 25 healthy controls scanned twice and 44 adults with obsessive-compulsive disorder (OCD) before and after 4-weeks of intensive cognitive-behavioral therapy (CBT). HRF response height, time-to-peak and full-width at half-maximum (FWHM) in OCD were abnormal before treatment and normalized after treatment in regions including the caudate. Pre-treatment HRF predicted treatment outcome (OCD symptom reduction) with 86.4% accuracy, using machine learning. Pre-treatment HRF response height in the caudate head and time-to-peak in the caudate tail were top-predictors of treatment response. Time-to-peak in the caudate tail, a region not typically identified in OCD studies using conventional fMRI activation or connectivity measures, may carry novel importance. Additionally, pre-treatment response height in caudate head predicted post-treatment OCD severity (R = -0.48, P = 0.001), and was associated with treatment-related OCD severity changes (R = -0.44, P = 0.0028), underscoring its relevance. With HRF being a reliable marker sensitive to brain function, OCD pathology, and intervention-related changes, these results could guide future studies towards novel discoveries not possible through conventional fMRI approaches like standard BOLD activation or connectivity.
© 2020. Springer Science+Business Media, LLC, part of Springer Nature.

Entities:  

Keywords:  CBT; Cognitive-behavioral therapy; Functional magnetic resonance imaging; HRF; Hemodynamic response function; Machine learning; OCD; Obsessive-compulsive disorder; fMRI

Mesh:

Year:  2021        PMID: 32761566      PMCID: PMC7865013          DOI: 10.1007/s11682-020-00358-8

Source DB:  PubMed          Journal:  Brain Imaging Behav        ISSN: 1931-7557            Impact factor:   3.224


  104 in total

1.  Variation of BOLD hemodynamic responses across subjects and brain regions and their effects on statistical analyses.

Authors:  Daniel A Handwerker; John M Ollinger; Mark D'Esposito
Journal:  Neuroimage       Date:  2004-04       Impact factor: 6.556

Review 2.  Brain circuitry of compulsivity.

Authors:  Odile A van den Heuvel; Guido van Wingen; Carles Soriano-Mas; Pino Alonso; Samuel R Chamberlain; Takashi Nakamae; Damiaan Denys; Anna E Goudriaan; Dick J Veltman
Journal:  Eur Neuropsychopharmacol       Date:  2015-12-11       Impact factor: 4.600

3.  Dynamic causal modelling.

Authors:  K J Friston; L Harrison; W Penny
Journal:  Neuroimage       Date:  2003-08       Impact factor: 6.556

4.  The neural basis of perceived unfairness in economic exchanges.

Authors:  Bidhan Lamichhane; Bhim Mani Adhikari; Sarah F Brosnan; Mukesh Dhamala
Journal:  Brain Connect       Date:  2014-09-19

5.  Compromised hippocampus-striatum pathway as a potential imaging biomarker of mild-traumatic brain injury and posttraumatic stress disorder.

Authors:  D Rangaprakash; Gopikrishna Deshpande; Thomas A Daniel; Adam M Goodman; Jennifer L Robinson; Nouha Salibi; Jeffrey S Katz; Thomas S Denney; Michael N Dretsch
Journal:  Hum Brain Mapp       Date:  2017-03-15       Impact factor: 5.038

6.  Striatal magnetic resonance spectroscopy abnormalities in young adult SAPAP3 knockout mice.

Authors:  Dionyssios Mintzopoulos; Timothy E Gillis; Holly R Robertson; Triana Dalia; Guoping Feng; Scott L Rauch; Marc J Kaufman
Journal:  Biol Psychiatry Cogn Neurosci Neuroimaging       Date:  2016-01-01

7.  Multimodal neuroimaging based classification of autism spectrum disorder using anatomical, neurochemical, and white matter correlates.

Authors:  Lauren E Libero; Thomas P DeRamus; Adrienne C Lahti; Gopikrishna Deshpande; Rajesh K Kana
Journal:  Cortex       Date:  2015-03-03       Impact factor: 4.027

8.  BOLD fractional contribution to resting-state functional connectivity above 0.1 Hz.

Authors:  Jingyuan E Chen; Gary H Glover
Journal:  Neuroimage       Date:  2014-12-12       Impact factor: 6.556

9.  Diffusion of responsibility attenuates altruistic punishment: A functional magnetic resonance imaging effective connectivity study.

Authors:  Chunliang Feng; Gopikrishna Deshpande; Chao Liu; Ruolei Gu; Yue-Jia Luo; Frank Krueger
Journal:  Hum Brain Mapp       Date:  2015-11-26       Impact factor: 5.038

10.  Abnormal resting-state activities and functional connectivities of the anterior and the posterior cortexes in medication-naïve patients with obsessive-compulsive disorder.

Authors:  Yuqi Cheng; Jian Xu; Binbin Nie; Chunrong Luo; Tao Yang; Haijun Li; Jin Lu; Lin Xu; Baoci Shan; Xiufeng Xu
Journal:  PLoS One       Date:  2013-06-28       Impact factor: 3.240

View more
  2 in total

1.  Computing hemodynamic response functions from concurrent spectral fiber-photometry and fMRI data.

Authors:  Tzu-Hao H Chao; Wei-Ting Zhang; Li-Ming Hsu; Domenic H Cerri; Tzu-Wen Wang; Yen-Yu I Shih
Journal:  Neurophotonics       Date:  2022-01-05       Impact factor: 4.212

2.  Improved Activation and Hemodynamic Response Function of Olfactory fMRI Using Simultaneous Multislice with Reduced TR Acquisition.

Authors:  Hong Chen; Jianzhong Yin; Che He; Yalin Wu; Miaomiao Long; Guoping Liu; Hongyan Ni; Hua Jin; Yawu Liu
Journal:  Biomed Res Int       Date:  2021-12-29       Impact factor: 3.411

  2 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.