Correlation of zero echo time functional MRI with neuronal activity in rats

Juha S. Valjakka, Jaakko Paasonen, Raimo A. Salo, Ekaterina Paasonen, Petteri Stenroos, Irina Gureviciene, Mikko Kettunen, Djaudat Idiyatullin, Heikki Tanila, Shalom Michaeli, Silvia Mangia, Olli Gröhn

Research output: Contribution to journalArticlepeer-review

Abstract

Zero echo time (zero-TE) pulse sequences provide a quiet and artifact-free alternative to conventional functional magnetic resonance imaging (fMRI) pulse sequences. The fast readouts (<1 ms) utilized in zero-TE fMRI produce an image contrast with negligible contributions from blood oxygenation level-dependent (BOLD) mechanisms, yet the zero-TE contrast is highly sensitive to brain function. However, the precise relationship between the zero-TE contrast and neuronal activity has not been determined. Therefore, we aimed to derive a function to model the temporal dynamics of the zero-TE fMRI signal in response to neuronal activity. Furthermore, we examined the correlation of zero-TE fMRI with neuronal activity across stimulation frequencies. To these ends, we performed simultaneous electrophysiological recordings and zero-TE fMRI in rats subjected to whisker stimulation. The presented impulse response function provides a basis for the statistical modeling of neuronal activity-induced changes in the zero-TE fMRI signal. The temporal characteristics of the zero-TE fMRI response were found to be consistent with the previously postulated non-BOLD hemodynamic origin of the functional contrast. The zero-TE fMRI signal was well predicted by electrophysiological recordings, although systematic stimulation-dependent residuals were also observed, suggesting nonlinearities in neurovascular coupling. We conclude that zero-TE fMRI provides a robust proxy for neuronal activity.

Original languageEnglish (US)
JournalJournal of Cerebral Blood Flow and Metabolism
DOIs
StateAccepted/In press - 2025

Bibliographical note

Publisher Copyright:
© The Author(s) 2025.

Keywords

  • Functional magnetic resonance imaging
  • MB-SWIFT
  • ZTE
  • hemodynamic
  • impulse response function
  • neurovascular coupling
  • zero echo time
  • zero-TE

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