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2023 / Proceedings of the National Academy of Sciences / Article

Whole-brain, gray, and white matter time-locked functional signal changes with simple tasks and model-free analysis

Kurt G. Schilling et al. · Last author: John C. Gore · Show all 11 authors

Kurt G. Schilling, Muwei Li, Francois Rheault, Yurui Gao, Leon Cai, Yu Zhao, Lyuan Xu, Zhaohua Ding, Adam W. Anderson, Bennett A. Landman, John C. Gore

Summary

Simple tasks and model-free analysis reveal widespread time-locked BOLD changes in both gray and white matter. The shape of the response varies across regions and stimuli, indicating that conventional analyses can miss distributed signals when they impose a narrow response model or discard white matter.

Study overview

The authors examined task-locked functional MRI signals across gray and white matter using simple stimuli and analyses that did not require one fixed hemodynamic response shape. A majority of both tissue types showed significant task-related BOLD changes for every stimulus examined, with regional differences in response timing and form. The same region could also respond differently to different stimuli. These observations challenge the routine exclusion of white matter signals and the assumption that task effects are confined to small cortical areas. They establish widespread hemodynamic responses, not direct evidence that every detected region has the same neural role or that BOLD alone identifies the underlying causal mechanism.

Main findings

  • A majority of gray and white matter showed statistically significant time-locked changes for all tasks investigated.
  • Different regions displayed different BOLD responses to the same task.
  • Individual regions could display distinct response shapes for different stimuli.
Task-locked BOLD signal changes mapped across gray matter regions and white matter pathways.
Kurt G. Schilling et al. (2023), Figure 5. Task-locked BOLD signal changes mapped across gray matter regions and white matter pathways. Source · License · Select the figure to view at full size.

Cite this work

Kurt G. Schilling et al. · Last author: John C. Gore (2023). Whole-brain, gray, and white matter time-locked functional signal changes with simple tasks and model-free analysis. Proceedings of the National Academy of Sciences. https://doi.org/10.1073/pnas.2219666120

This page summarizes the work; consult the original article for the complete methods, results, and qualifications.