2021
DOI: 10.1002/hbm.25547
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Spectral analysis of physiological brain pulsations affecting the BOLD signal

Abstract: Physiological pulsations have been shown to affect the global blood oxygen level dependent (BOLD) signal in human brain. While these pulsations have previously been regarded as noise, recent studies show their potential as biomarkers of brain pathology. We used the extended 5 Hz spectral range of magnetic resonance encephalography (MREG) data to investigate spatial and frequency distributions of physiological BOLD signal sources. Amplitude spectra of the global image signals revealed cardiorespiratory envelope… Show more

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Cited by 31 publications
(39 citation statements)
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“…RS-fMRI with a high sampling rate, such as the 0.1 s TR used by Raitamaa and colleagues, 71 might have been more suited for frequency spectrum-based analyses of cardiovascular signals within fMRI data. The relatively long TR of 1.5 s in our rs-fMRI data placed limitations on frequency spectrum-based analyses due to the aliasing of cardiac signals and potentially respiratory signals as well.…”
Section: Limitations and Strengthsmentioning
confidence: 99%
“…RS-fMRI with a high sampling rate, such as the 0.1 s TR used by Raitamaa and colleagues, 71 might have been more suited for frequency spectrum-based analyses of cardiovascular signals within fMRI data. The relatively long TR of 1.5 s in our rs-fMRI data placed limitations on frequency spectrum-based analyses due to the aliasing of cardiac signals and potentially respiratory signals as well.…”
Section: Limitations and Strengthsmentioning
confidence: 99%
“…Sidebands occur when a carrier signal is modulated by a lower frequency with high power, producing mirrored signals around the carrier. For instance, the coupling of the respiratory and the cardiac cycles – caused by the respiratory modulation of arterial-induced pulsations – leads to frequency contributions at the sum of and the difference between the fundamental cardiac frequency (the carrier) (Brooks et al, 2008; Raitamaa et al, 2021). The reordering process can also engender sidebands at f n/TR ± f m due to the amplitude modulation of the carrier signal f n/TR (i.e.…”
Section: Discussionmentioning
confidence: 99%
“…A much larger group size with multimodal imaging data including diffusion tensor imaging in addition to molecular imaging would be required to confirm the associations between mGluR5 availability and structural networks in alcoholic individuals. Also, critically sampled fast MRI data would enable stronger statistical inferences on functional connectivity in the absence of physiological signal aliasing [69].…”
Section: Discussionmentioning
confidence: 99%