QPPLab: A generally applicable software package for detecting, analyzing, and visualizing large-scale quasiperiodic spatiotemporal patterns (QPPs) of brain activity

bioRxiv [Preprint]. 2023 Sep 25:2023.09.25.559086. doi: 10.1101/2023.09.25.559086.

Abstract

One prominent brain dynamic process detected in functional neuroimaging data is large-scale quasi-periodic patterns (QPPs) which display spatiotemporal propagations along brain cortical gradients. QPP associates with the infraslow neural activity related to attention and arousal fluctuations and has been identified in both resting and task-evoked brains across various species. Several QPP detection and analysis tools were developed for distinct applications with study-specific parameter methods. This MATLAB package provides a simplified and user-friendly generally applicable toolbox for detecting, analyzing, and visualizing QPPs from fMRI timeseries of the brain. This paper describes the software functions and presents its ease of use on any brain datasets.

Metadata: [Table: see text].

Keywords: Infraslow activity; functional MRI; quasiperiodic patterns; spatiotemporal brain dynamics.

Publication types

  • Preprint