Electrophysiological Low-Frequency Coherence and Cross-Frequency Coupling Contribute to BOLD Connectivity
Open accessAbstract
Brain networks are commonly defined using correlations between blood oxygen level-dependent (BOLD) signals in different brain areas. Although evidence suggests that gamma-band (30-100 Hz) neural activity contributes to local BOLD signals, the neural basis of interareal BOLD correlations is unclear. We first defined a visual network in monkeys based on converging evidence from interareal BOLD correlations during a fixation task, task-free state, and anesthesia, and then simultaneously recorded local field potentials (LFPs) from the same four network areas in the task-free state. Low-frequency oscillations (<20 Hz), and not gamma activity, predominantly contributed to interareal BOLD correlations. The low-frequency oscillations also influenced local processing by modulating gamma activity within individual areas. We suggest that such cross-frequency coupling links local BOLD signals to BOLD correlations across distributed networks.
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Electrophysiological infraslow fluctuations are believed to coordinate large-scale intrinsic connectivity network organization and long-range information exchange.
“and are believed to coordinate large-scale ICN organization and long-range information exchange [68, 83–91].”
From Infraslow closed-loop brain training for anxiety and depression (ISAD): a protocol for a randomized, double-blind, sham-controlled pilot trial in adult females with internalizing disorders (2022) · cites this paper as [91]
The Results section ('Slow Fluctuations of Low Frequency...'; page unavailable) links infraslow fluctuations in oscillatory power to BOLD connectivity. But the Results ('Low Frequency Coherence Predicts BOLD Connectivity') distinguish slow oscillations, associated with general network excitability, from faster oscillations better suited to information exchange. The Discussion conclusion likewise attributes effective transmission between remote areas to phase-locking of low-frequency oscillations, not specifically to infraslow fluctuations. (LLM, conf=0.88)
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- Authors
- Wang, L., Saalmann, Y. B., Pinsk, M. A., Arcaro, M. J., & Kastner, S.
- Affiliations
- Princeton University (US)
- Corresponding author
- Wang, Liang
- Venue
- Neuron
- Publisher
- Elsevier BV
- Published
- 2012-12
- Volume
- 76
- Issue
- 5
- Pages
- 1010-1020
- ISSN
- 0896-6273 (ISSN-L)
- PMC
- PMC3531830
- OpenAlex
- W2123170884
- Cited by
- 158
- References
- 96
- Citations by year
- 2026: 6 · 2025: 5 · 2024: 5 · 2023: 11 · 2022: 12 · 2021: 5 · 2020: 5 · 2019: 13 · 2018: 15 · 2017: 18 · 2016: 15 · 2015: 19 · 2014: 14 · 2013: 15
- FWCI
- 7.85
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- www.elsevier.com/legal/tdmrep-license (tdm)
- www.elsevier.com/open-access/userlicense/1.0/ (vor, 370 d)
- doi.org/10.15223/policy-017 (stm-asf)
- doi.org/10.15223/policy-037 (stm-asf)
- doi.org/10.15223/policy-012 (stm-asf)
- doi.org/10.15223/policy-029 (stm-asf)
- doi.org/10.15223/policy-004 (stm-asf)
- Locations
- Neuron (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Eye Institute (R21 EY021078, RO1 EY017699)
- National Science Foundation (BCS-1025149)
- National Institutes of Health
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced MRI Techniques and Applications
- Keywords
- low-frequency oscillations, cross-frequency coupling, local field potentials, gamma oscillations, visual network, monkeys, fixation task, anesthesia
- MeSH terms
- Anesthesia, Animals, Brain, Brain Mapping, Electroencephalography, Fixation, Ocular, Image Processing, Computer-Assisted, Macaca mulatta, Magnetic Resonance Imaging, Neural Pathways, Oxygen, Photic Stimulation, Rest, Statistics as Topic, Brain Waves
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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