Real-time fMRI neurofeedback of the anterior insula using arterial spin labelling

Doris Grössinger, Stefan M. Spann, Rudolf Stollberger, Josef Pfeuffer, Jan Willem Koten, Guilherme Wood*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Arterial spin labelling (ASL) is the only non-invasive technique that allows absolute quantification of perfusion and is increasingly used in brain activation studies. Contrary to the blood oxygen level-dependent (BOLD) effect ASL measures the cerebral blood flow (CBF) directly. However, the ASL signal has a lower signal-to-noise ratio (SNR), than the BOLD signal, which constrains its utilization in neurofeedback studies. If successful, ASL neurofeedback can be used to aid in the rehabilitation of health conditions with impaired blood flow, for example, stroke. We provide the first ASL-based neurofeedback study incorporating a double-blind, sham-controlled design. A pseudo-continuous ASL (pCASL) approach with background suppression and 3D GRASE readout was combined with a real-time post-processing pipeline. The real-time pipeline allows to monitor the ASL signal and provides real-time feedback on the neural activity to the subject. In total 41 healthy adults (19–56 years) divided into three groups underwent a neurofeedback-based emotion imagery training of the left anterior insula. Two groups differing only in the explicitness level of instruction received real training and a third group received sham feedback. Only those participants receiving real feedback with explicit instruction showed significantly higher absolute CBF values in the trained region during neurofeedback than participants receiving sham feedback. However, responder analyses of percent signal change values show no differences in activation between the three groups. Persisting limitations, such as the lower SNR, confounding effects of arterial transit time and partial volume effects still impact negatively the implementation of ASL neurofeedback.

Original languageEnglish
Pages (from-to)5400-5412
Number of pages13
JournalEuropean Journal of Neuroscience
Volume60
Issue number6
Early online date28 Aug 2024
DOIs
Publication statusPublished - Sept 2024

Keywords

  • anterior insula
  • arterial spin labelling (ASL)
  • emotion imagery
  • neurofeedback
  • sham feedback

ASJC Scopus subject areas

  • General Neuroscience

Cooperations

  • BioTechMed-Graz

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