Local hippocampal fast gamma rhythms precede brain-wide hyperemic patterns during spontaneous rodent REM sleep
Open accessAbstract
Rapid eye movement sleep (REMS) is a peculiar brain state combining the behavioral components of sleep and the electrophysiological profiles of wake. After decades of research our understanding of REMS still is precluded by the difficulty to observe its spontaneous dynamics and the lack of multimodal recording approaches to build comprehensive datasets. We used functional ultrasound (fUS) imaging concurrently with extracellular recordings of local field potentials (LFP) to reveal brain-wide spatiotemporal hemodynamics of single REMS episodes. We demonstrate for the first time the close association between global hyperemic events – largely outmatching wake levels in most brain regions – and local hippocampal theta (6–10 Hz) and fast gamma (80–110 Hz) events in the CA1 region. In particular, the power of fast gamma oscillations strongly correlated with the amplitude of subsequent vascular events. Our findings challenge our current understanding of neurovascular coupling and question the evolutionary benefit of such energy-demanding patterns in REMS function.
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Written from the paper’s full text.
TL;DR
Using concurrent functional ultrasound (fUS) and hippocampal LFP in rats, this study shows that spontaneous REM sleep is marked by brain-wide hyperemic vascular surges that are strongest in dorsal hippocampus and often exceed wake levels. Local hippocampal theta and fast gamma bursts precede these vascular surges, with fast gamma power strongly predicting surge amplitude.
Key findings
- REM sleep showed massive brain-wide hyperemia, with phasic vascular surges (VS) occurring about 4–6 times per REM episode; across five animals, mean VS intensity ranged from 23.2 to 34.8% and mean activity ratio from 59.9 to 65.0%.
- VS were strongest in dorsal hippocampus: REM-phasic CBV increases ranged from 39.99 to 49.78% in dorsal hippocampus, 37.91 to 47.81% in dorsal thalamus, and 17.24 to 37.47% in cortex.
- Hippocampal LFP bursts preceded VS: vascular amplitude correlated strongly with mid-gamma 50–100 Hz (r = 0.771, p < 10−3) and high-gamma 100–150 Hz (r = 0.788, p < 10−3), moderately with theta (r = 0.321, p < 10−3), and not with low-gamma 20–50 Hz (r = 0.025, n.s.); exhaustive analysis showed a prominent peak in the 80–110 Hz band.
- Fast gamma led vascular activity by roughly 1.5–2 s, with sequential activation: thalamic regions peaked before hippocampal and cortical regions (thalamic Δt = 1303 ms, hippocampal Δt = 1458 ms, cortical Δt = 1493 ms; p < 10−3).
Methods
- Adult Sprague Dawley rats underwent surgical craniotomy with an ultrasound-clear prosthesis and intra-hippocampal LFP electrode implantation; recordings followed a track-running task.
- fUS power Doppler imaging was acquired concurrently with LFP, EMG, video/accelerometer-based sleep scoring, and MRI-atlas registration to quantify regional cerebral blood volume across sleep/wake states.
- Analyses included VS detection using an active-voxel threshold, LFP-CBV peak pairing and correlation, cross-correlation for neurovascular delays, and functional connectivity matrices; sample included seven animals, 35 running-sleep sessions, and 62 REM episodes (30 lasting >30 s), with some analyses restricted to five animals or 28 episodes.
Limitations
- The paper states that extrapolation to human physiology should be cautious because human sleep structure differs strongly from rodents, it is unclear whether such high-amplitude vascular events exist in humans, and transferring fUS to healthy adult humans is difficult due to bone absorption and lack of sensitivity.
- The paper states that power Doppler estimates relative CBV, may exclude capillaries where many neurovascular processes occur, and is blind to vessels quasi parallel to the transducer array (+/−15°); it also notes that contamination of high-frequency LFP by unit activity cannot be completely excluded, though electrode size and recording stability make it less likely.
- Evident from the text: the study is correlational and does not manipulate fast gamma or vascular activity causally; two animals were excluded from VS statistics because they had fewer than 5 VS events, and some analyses rely on small animal numbers.
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Claims the paper makes
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- Findingown data
VS amplitude was strongest in the dorsal hippocampus.
“VS amplitude was strongest in the dorsal hippocampus and outmatched wake levels in nearly all brain regions, occasionally reaching up to a 100% increase in the cortical and hippocampal regions compared to a quiet wake state.”
Quote in the paperNot a substantial claim - Findingown data
REMS is characterized by elevated CBV levels for the whole duration of the REM episode in all recorded brain regions compared with a baseline in the first 3 min of QW, more moderately in ventral thalamus and hypothalamus.
“REMS was characterized by elevated CBV levels for the whole duration of the REM episode in all recorded brain regions (more moderately in ventral thalamus and hypothalamus) compared with a baseline in the first 3 min of QW in each recording.”
Quote in the paperSubstantial claim - Findingown data
The activity ratio of VS events was very well preserved across animals (from 59.9 to 65.0%).
“On the other hand, the intensity was roughly constant (from 23.2 to 34.8%) and activity ratio of VS events was very well preserved across animals (from 59.9 to 65.0%).”
Quote in the paperNot a substantial claim - Findingown data
The intensity of VS events was roughly constant across animals (from 23.2 to 34.8%).
“On the other hand, the intensity was roughly constant (from 23.2 to 34.8%) and activity ratio of VS events was very well preserved across animals (from 59.9 to 65.0%).”
Quote in the paperNot a substantial claim - Findingown data
Robust LFP precursors to VS exist in the form of a theta (6-10 Hz) power increase and acceleration accompanied by mid (50-100 Hz) and fast gamma bursts (100-150 Hz).
“We found robust LFP precursors to VS in the form of a theta (6–10 Hz) power increase and acceleration accompanied by mid (50–100 Hz) and fast gamma bursts (100–150 Hz) [Fig. 3a, b].”
Quote in the paperSubstantial claim
- Findingown data
The profile of VS events was remarkably constant over all five animals, with around four to six VS events per REM episode.
“The profile of VS events was remarkably constant over all five animals (around four to six VS events per REM episode) and though the duration of VS events displayed high variability this was observed in four out of five animals.”
Quote in the paperNot a substantial claim - Findingown data
Vascular amplitude did not correlate with LFP power in the low-gamma (20-50 Hz) band (r = 0.025, t-student = 0.58, n.s.).
“We found that vascular amplitude strongly correlated with LFP power in the mid (50–100 Hz) (r = 0.771, t-student = 20.5, p < 10−3) and high (100–150 Hz) gamma (r = 0.788, t-student = 21.8, p < 10−3) bands, but only moderately in the theta band (r = 0.321, t-student = 8.63, p < 10−3) and not at all in the low-gamma (20–50 Hz) band (r = 0.025, t-student = 0.58, n.s.) [Fig. 3c].”
Quote in the paperSubstantial claim - Findingown data
Vascular amplitude strongly correlated with LFP power in the mid (50-100 Hz) gamma band (r = 0.771, t-student = 20.5, p < 10−3).
“We found that vascular amplitude strongly correlated with LFP power in the mid (50–100 Hz) (r = 0.771, t-student = 20.5, p < 10−3) and high (100–150 Hz) gamma (r = 0.788, t-student = 21.8, p < 10−3) bands, but only moderately in the theta band (r = 0.321, t-student = 8.63, p < 10−3) and not at all in the low-gamma (20–50 Hz) band (r = 0.025, t-student = 0.58, n.s.) [Fig. 3c].”
Quote in the paperSubstantial claim - Findingown data
Confidence intervals of CBV activation across sleep states were remarkably consistent across animals.
“This analysis confirmed that dorsal hippocampus and dorsal thalamus were strongly activated during REMS in all animals (Dorsal Hippocampus: from 19.46 to 29.21%; Dorsal Thalamus: from 17.23 to 24.11%; Cortex: from 10.02 to 20.78%), that this effect was even stronger during REM-PHASIC periods (Dorsal Hippocampus: from 39.99 to 49.78 %; Dorsal Thalamus: from 37.91 to 47.81%; Cortex: from 17.24 to 37”
Quote in the paperNot a substantial claim - Findingown data
Vascular amplitude strongly correlated with LFP power in the high (100-150 Hz) gamma band (r = 0.788, t-student = 21.8, p < 10−3).
“We found that vascular amplitude strongly correlated with LFP power in the mid (50–100 Hz) (r = 0.771, t-student = 20.5, p < 10−3) and high (100–150 Hz) gamma (r = 0.788, t-student = 21.8, p < 10−3) bands, but only moderately in the theta band (r = 0.321, t-student = 8.63, p < 10−3) and not at all in the low-gamma (20–50 Hz) band (r = 0.025, t-student = 0.58, n.s.) [Fig. 3c].”
- Also stated in: § Abstract · boosted
“In particular, the power of fast gamma oscillations strongly correlated with the amplitude of subsequent vascular events.”
Quote in the paperSubstantial claim - Also stated in: § Abstract · boosted
- Findingown data
The effect was even stronger during REM-PHASIC periods (Dorsal Hippocampus: from 39.99 to 49.78 %; Dorsal Thalamus: from 37.91 to 47.81%; Cortex: from 17.24 to 37.47%).
“This analysis confirmed that dorsal hippocampus and dorsal thalamus were strongly activated during REMS in all animals (Dorsal Hippocampus: from 19.46 to 29.21%; Dorsal Thalamus: from 17.23 to 24.11%; Cortex: from 10.02 to 20.78%), that this effect was even stronger during REM-PHASIC periods (Dorsal Hippocampus: from 39.99 to 49.78 %; Dorsal Thalamus: from 37.91 to 47.81%; Cortex: from 17.24 to 37”
Quote in the paperNot a substantial claim - Findingown data
Such phasic electrographic events were observed preceding the vast majority of the VS events in all brain regions.
“Such phasic electrographic events have been described previously in rodents and cats, where they are thought to transiently synchronize hippocampal networks18,19 and were observed preceding the vast majority of the VS events in all brain regions.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [18] Montgomery, S. M., Sirota, A. & Buzsaki, G. Theta and gamma coordination of hippocampal networks during waking and rapid eye movement sleep. J. Neurosci. 28, 6731–6741 (2008). source
Not checked in the free run.
- cites [19] Brankačk, J. et al. Distinct features of fast oscillations in phasic and tonic rapid eye movement sleep. J. Sleep. Res. 21, 630–633 (2012). source
Not checked in the free run.
- Findingown data
Vascular amplitude only moderately correlated with LFP power in the theta band (r = 0.321, t-student = 8.63, p < 10−3).
“We found that vascular amplitude strongly correlated with LFP power in the mid (50–100 Hz) (r = 0.771, t-student = 20.5, p < 10−3) and high (100–150 Hz) gamma (r = 0.788, t-student = 21.8, p < 10−3) bands, but only moderately in the theta band (r = 0.321, t-student = 8.63, p < 10−3) and not at all in the low-gamma (20–50 Hz) band (r = 0.025, t-student = 0.58, n.s.) [Fig. 3c].”
Quote in the paperSubstantial claim - Findingown data
AW was significantly higher than QW (Cohen's d = 1.06, p < 10−3), especially in cortical regions.
“AW was significantly higher than QW (Cohen’s d = 1.06, p < 10−3, two-tailed Mann–Whitney test), especially in the cortical regions, while REM (and REM-phasic) strongly outmatched baseline levels, doing so more strongly in hippocampal regions (Cohen’s d = 1.77 and 3.87, p < 10−3, two-tailed Mann–Whitney test) [Fig. 2a and Supplementary Fig. 4].”
Quote in the paperNot a substantial claim - Findingown data
The intensity of each individual VS was best accounted for by the power of fast gamma.
“We isolated precursors to VS in the theta (6–10 Hz) and high-gamma (70–110 Hz) bands of hippocampal LFP, and the intensity of each individual VS was best accounted for by the power of fast gamma, suggesting a strong association between local electrographic events and massive brain-wide vascular patterns.”
Quote in the paperSubstantial claim - Findingown data
Exhaustive analysis of LFP-CBV correlations showed a prominent peak in the 80-110 Hz band.
“We generalized this approach by thoroughly searching each band of the LFP between 1 and 250 Hz, yielding similar results and showing a prominent peak in the 80–110 Hz band [Fig. 3d and Supplementary Fig. 5].”
Quote in the paperSubstantial claim - Findingown data
Low-Gamma showed highly variable cross-correlation profile.
“Low-Gamma showed highly variable cross-correlation profile.”
Quote in the paperNot a substantial claim - Findingnone given
The fast gamma oscillations observed in this study are significantly faster than those observed in cats, monkeys, or humans.
“The fast gamma oscillations we observed are significantly faster than those observed in cats, monkeys, or humans”
Quote in the paperNot a substantial claim - Findingown data
Global hyperemic events are closely associated with local hippocampal theta (6-10 Hz) and fast gamma (80-110 Hz) events in the CA1 region.
“We demonstrate for the first time the close association between global hyperemic events – largely outmatching wake levels in most brain regions – and local hippocampal theta (6–10 Hz) and fast gamma (80–110 Hz) events in the CA1 region.”
Quote in the paperSubstantial claim - Findingown data
There is a robust association between fast gamma oscillations and whole-brain vascular hyperactivity.
“We have also demonstrated a robust association between fast gamma oscillations and whole-brain vascular hyperactivity”
Quote in the paperSubstantial claim - Findingown data
Massive brain-wide amplification was observed during REMS compared to active states such as running.
“We observed massive brain-wide amplification during REMS compared to active states such as running.”
Quote in the paperSubstantial claim - Findingown data
Gamma power is strongly modulated by theta phase both during REMS and active wake.
“found that gamma power was strongly modulated by theta phase both during REMs and AW”
Quote in the paperNot a substantial claim - Findingown data
During REMS, mid and fast gamma peak earlier (in the 90°-180° range relative to theta trough, or ascending theta phase) than slow gamma oscillations (in the 180°-270° range relative to theta trough, or descending theta phase).
“During REMS, mid and fast gamma peaked earlier (in the [90°–180°] range relative to theta trough, or ascending theta phase) than slow gamma oscillations (in the [180°–270°] range relative to theta trough, or descending theta phase).”
Quote in the paperSubstantial claim - Findingcitation
Theta and gamma bursts observed during phasic REM periods have the same duration and amplitude as the theta and gamma bursts observed when the animals were actually running.
“Firstly, theta and gamma bursts observed during phasic REM periods are the same duration and amplitude as the theta and gamma bursts observed when these animals were actually running”
Quote in the paperSubstantial claim - Findingcitation
Vascular patterns observed during REMS involve the same highly responsive regions in a similar dynamic sequence (sequential activation of dorsal thalamus, dorsal hippocampus, and cortex) as observed during active running on a similar track.
“Secondly, the vascular patterns observed during REMS involved the same highly responsive regions in a similar dynamic sequence (sequential activation of dorsal thalamus, dorsal hippocampus, and cortex) as observed and described during active running on a similar track27.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [27] Sieu, L. -A. et al. EEG and functional ultrasound imaging in mobile rats. Nat. Methods 12, 831–834 (2015). source
Not checked in the free run.
- Interpretationown data
Vascular activations in medium to large vessels trail fast gamma oscillations during spontaneous sleep by similar delays as what was observed previously.
“This study confirms that vascular activations in medium to large vessels trail fast gamma oscillations during spontaneous sleep by similar delays as what was observed previously.”
Quote in the paperSubstantial claim - Interpretationown data
There is a strong association between local electrographic events and massive brain-wide vascular patterns.
“We isolated precursors to VS in the theta (6–10 Hz) and high-gamma (70–110 Hz) bands of hippocampal LFP, and the intensity of each individual VS was best accounted for by the power of fast gamma, suggesting a strong association between local electrographic events and massive brain-wide vascular patterns.”
Quote in the paperSubstantial claim - Interpretationown data
There is a sequential activation associated with gamma bursts.
“revealing a sequential activation associated with gamma bursts [Fig. 3e and Supplementary Fig. 6].”
Quote in the paperSubstantial claim - Premisecitation
Such brain-wide activations during REMS have not been detected or reported over the past 50 years, other than using autoradiography.
“To the best of our knowledge, such activations have surprisingly not yet been detected nor reported over the past 50 years, other than using autoradiography21”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [21] Revich, M., Isaacs, G., Evarts, E. & Kety, S. The effect of slow-wave sleep and REM sleep on regional cerebral blood flow in cats. J. Neurochem. 15, 301–306 (1968). source
Not checked in the free run.
- cites [34] Eckman, W. W. et al. Permeability limitation in estimation of local brain blood flow with [14C]antipyrine. Am. J. Physiol. 229, 215–221 (1975). source
Not checked in the free run.
- Interpretationown data
REMS is a very intense brain state with an apparently higher homeostatic point than wake.
“the amplitude and spatial extent of the massive hemodynamic patterns unveiled by fUS imaging both confirm that REMS is a very intense brain state— with an apparently higher homeostatic point than wake”
Quote in the paperSubstantial claim - Study design and conductcitation
Ultrafast Doppler combined with the use of SVD spatiotemporal filter enables a detection limit down to 1 mm/s.
“ultrafast Doppler combined with the use of SVD spatiotemporal filter enables to reach a detection limit down to 1 mms−143”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [43] Demené, C. et al. 4D microvascular imaging based on ultrafast Doppler tomography. Neuroimage 127, 472–483 (2016). source
Not checked in the free run.
- Interpretationreasoning
In the experimental configuration, there is a potential link between REMS, vascular surges, and the replay of past experience.
“Taken together, these elements suggest a potential link in our experimental configuration between REMS, VS, and the replay of past experience.”
Quote in the paperSubstantial claim - Interpretationreasoning
Fast oscillations are not merely a proxy for local information processing; they trigger activation over largely distributed neural networks.
“Moreover, this challenges the notion that fast oscillations are a proxy for local information processing, suggesting instead that they trigger activation over largely distributed neural networks”
Quote in the paperSubstantial claim - Study design and conductcitation
Hippocampal theta and gamma rhythms were confirmed by phase inversion across recording sites in successive hippocampal layers, time-frequency decomposition, and phase-amplitude cross-frequency coupling.
“Hippocampal theta and gamma rhythms were confirmed by phase inversion across recording sites in successive hippocampal layers, time-frequency decomposition, and phase-amplitude cross-frequency coupling37,38.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [37] Schomburg, E. W. et al. Theta phase segregation of input-specific gamma patterns in entorhinal-hippocampal networks. Neuron 84, 470–485 (2014). source
Not checked in the free run.
- cites [38] Belluscio, M. A., Mizuseki, K., Schmidt, R., Kempter, R. & Buzsaki, G. Cross-frequency phase-phase coupling between theta and gamma oscillations in the hippocampus. J. Neurosci. 32, 423–435 (2012). source
Not checked in the free run.
- May combine two claims. 26
- Classified as probably not a substantial claim. 17
May combine two claims.
Findingown dataVS events are present in nearly all brain regions but more prominent and stronger in all sub-regions of the dorsal hippocampus.
“were present in nearly all brain regions but more prominent and stronger in all sub-regions of the dorsal hippocampus [Fig. 1b].”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataVascular activity during REMS fluctuates between moderate CBV levels matching AW levels (REM-TONIC) and massive CBV spikes (REM-PHASIC), called vascular surges (VS).
“This vascular activity during REMS fluctuated between moderate CBV levels matching AW levels (REM-TONIC) and massive CBV spikes (REM-PHASIC), which we called vascular surges (VS, red shaded boxes, Fig. 1b) and were present in nearly all brain regions but more prominent and stronger in all sub-regions of the dorsal hippocampus [Fig. 1b].”
- Also stated in: § Introduction · plain
“We show that vascular activity also divides into tonic and phasic regimes, the latter exhibiting transient brain-wide hyperemic patterns, which we called vascular surges (VS).”
Quote in the paperSubstantial claim- Also stated in: § Introduction · plain
May combine two claims.
Findingown dataVS outmatched wake levels in nearly all brain regions, occasionally reaching up to a 100% increase in cortical and hippocampal regions compared to quiet wake.
“VS amplitude was strongest in the dorsal hippocampus and outmatched wake levels in nearly all brain regions, occasionally reaching up to a 100% increase in the cortical and hippocampal regions compared to a quiet wake state.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAW/QW amplification resulted in a 6.0% increase, while REM/QW reached a 15.9% increase in the hippocampus; this level increased to 31.9% when considering phasic REM epochs.
“Overall, AW/QW amplification resulted in a 6.0% increase, while REM/QW reached a 15.9% increase in the hippocampus; this level increased to 31.9% when considering phasic REM epochs [Fig. 2c and Supplementary Tables 2–3].”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataQW and NREM vascular regimes were relatively similar to baseline, except in the thalamus, which was hypoactive during NREM (Cohen's d = −0.24, p < 10−3).
“As expected, QW and NREM vascular regimes were relatively similar to baseline, except in the thalamus, which was hypoactive during NREM (Cohen’s d = −0.24, p < 10−3, two-tailed Mann–Whitney test).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFunctional connectivity across states showed same patterns for NREM and AW, consisting of a co-active cortex, thalamus and hippocampus, whereas functional coupling across regions was stronger in AW and strongest in REM (QW: Rpear_mean = .76, std = .11; NREM: .73, std = .07; AW: .88, std = .11; REM: .93, std = .04).
“We then assessed functional connectivity across states and found the same patterns for NREM and AW, consisting of a co-active cortex, thalamus and hippocampus, whereas functional coupling across regions was stronger in AW and strongest in REM (QW: Rpear_mean = .76, std = .11; NREM: Rpear_mean = .73, std = .07; AW: Rpear_mean = .88, std = .11; REM: Rpear_mean = .93, std = .04) [Fig. 2b].”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAll animals displayed stronger cortex-hippocampus, thalamus-cortex, and hippocampus-thalamic coupling during REMS than any other sleep and wake state.
“We found stronger inter-individual variability especially between AW-QW functional coupling, but all animals displayed stronger cortex-hippocampus, thalamus-cortex, and hippocampus-thalamic coupling during REMS than any other sleep and wake state, confirming the fact that functional coupling between distant brain areas increases during REMS [Supplementary Table 1].”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataVS events typically lasted 5 to 30 s but could extend to over a minute in cortical regions.
“These VS events, which we detected using a population activity threshold [Supplementary Fig. 2], typically lasted 5 to 30 s but could extend to over a minute in cortical regions.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataNot all regions show the same amplification ratio between AW, REM and REM-phasic epochs, the strongest being observed in the dorsal hippocampus, dorsal thalamus, and retrosplenial cortex.
“Not all regions show the same amplification ratio between the AW, REM and REM-phasic epochs, the strongest being observed in the dorsal hippocampus, dorsal thalamus, and retrosplenial cortex.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataDorsal hippocampus and dorsal thalamus were strongly activated during REMS in all animals (Dorsal Hippocampus: from 19.46 to 29.21%; Dorsal Thalamus: from 17.23 to 24.11%; Cortex: from 10.02 to 20.78%).
“This analysis confirmed that dorsal hippocampus and dorsal thalamus were strongly activated during REMS in all animals (Dorsal Hippocampus: from 19.46 to 29.21%; Dorsal Thalamus: from 17.23 to 24.11%; Cortex: from 10.02 to 20.78%), that this effect was even stronger during REM-PHASIC periods (Dorsal Hippocampus: from 39.99 to 49.78 %; Dorsal Thalamus: from 37.91 to 47.81%; Cortex: from 17.24 to 37”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe duration of VS events displayed high variability in four out of five animals.
“The profile of VS events was remarkably constant over all five animals (around four to six VS events per REM episode) and though the duration of VS events displayed high variability this was observed in four out of five animals.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataREM and REM-phasic strongly outmatched baseline CBV levels, more strongly in hippocampal regions (Cohen's d = 1.77 and 3.87, p < 10−3).
“AW was significantly higher than QW (Cohen’s d = 1.06, p < 10−3, two-tailed Mann–Whitney test), especially in the cortical regions, while REM (and REM-phasic) strongly outmatched baseline levels, doing so more strongly in hippocampal regions (Cohen’s d = 1.77 and 3.87, p < 10−3, two-tailed Mann–Whitney test) [Fig. 2a and Supplementary Fig. 4].”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataStrongest co-occurrences (over 75% in the mid and fast gamma bands for all three regions) with highest coupling in the hippocampus (Low-Gamma: 368/611; Mid-Gamma: 441/611; High-Gamma: 458/611; Theta: 428/611).
“We found strongest co-occurrences (over 75% in the mid and fast gamma bands for all three regions) with highest coupling in the hippocampus (Low-Gamma: 368/611; Mid-Gamma: 441/611; High-Gamma: 458/611; Theta: 428/611).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe mean delays (around 1.5 s) found were somewhat shorter than the ones found in the above study (about 1.9-2 s)29, with significant inter-episodes variability.
“Although the mean delays (around 1.5 s) we found were somewhat shorter than the ones found in the above study (about 1.9–2 s)29, we found significant inter-episodes variability, which might explain this discrepancy, apart from the notable experimental set-up differences (species, head-fixed vs. head-free) and arousal state (sleep vs. wakefulness).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [29] Mateo, C., Knutsen, P. M., Tsai, P. S., Shih, A. Y. & Kleinfeld, D. Entrainment of arteriole vasomotor fluctuations by neural activity is a basis of blood-oxygenation-level-dependent “resting-state” connectivity. Neuron 96, 936–948.e3 (2017). source
Not checked in the free run.
May combine two claims.
Findingown dataThe complementary approach yielded similar results, albeit with weaker co-occurrence ratios (between 65 and 70% for all three main regions) showing a weak tendency for LFP activity to occur more often preceding VS events than for CBV activity to follow electrical activation.
“The second approach consisted in detecting LFP burst events and searching for CBV peaks in the timing window following electrical activity. This yielded similar results, albeit with weaker co-occurrence ratios (between 65 and 70% for all three main regions) showing a weak tendency for LFP activity to occur more often preceding VS events than for CBV activity to follow electrical activation.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataCross-correlations showed peaks in the positive LFP-CBV delay timing window moderately for theta and very robustly for mid and high-gamma bands with LFP leading CBV response by a delay varying between 1 to 3 s.
“We found peaks in the positive LFP-CBV delay timing window moderately for the theta band and very robustly for the mid and high-gamma bands with LFP leading CBV response by a delay in a time interval varying between 1 to 3 s.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMean cross-correlations maxima between 0.6 and 0.7 for all three main regions (Thalamus: Rmean = 0.64 at lag = 1.35 s; Hippocampus: Rmean = 0.69 at lag = 1.52 s; Hippocampus: Rmean = 0.64 at lag = 1.65 s relatively to high-gamma oscillations).
“As expected this showed a strong neurovascular coupling in the mid and fast gamma bands, with mean cross-correlations maxima between 0.6 and 0.7 for all three main regions (Thalamus: Rmean = 0.64 obtained at lag = 1.35 s; Hippocampus: Rmean = 0.69 obtained at lag = 1.52 s; Hippocampus: Rmean = 0.64 obtained at lag = 1.65 s relatively to high-gamma oscillations).”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataREMS is a state of vascular hypersynchrony characterized by phasic massive spikes in CBV levels and is strongest in hippocampal regions.
“These results show that REMS is a state of vascular hypersynchrony that is characterized by phasic massive spikes in CBV levels and is strongest in hippocampal regions.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe association between fast gamma oscillations and whole-brain vascular hyperactivity has also been observed under anesthesia in previous EEG-fMRI and intrinsic optical signal (IOS)-fMRI studies.
“which was also observed under anesthesia in previous EEG-fMRI and intrinsic optical signal (IOS)-fMRI studies35,36.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [35] Logothetis, N. K., Pauls, J., Augath, M., Trinath, T. & Oeltermann, A. Neurophysiological investigation of the basis of the fMRI signal. Nature 412, 150–157 (2001). source
Not checked in the free run.
- cites [36] Niessing, J. Hemodynamic signals correlate tightly with synchronized gamma oscillations. Science 309, 948–951 (2005). source
Not checked in the free run.
May combine two claims.
Interpretationown dataNeurovascular coupling is faster in the thalamic regions and slower in the cortical regions compared to the hippocampus.
“This confirmed that neurovascular coupling is faster in the thalamic regions and slower in the cortical regions compared to the hippocampus.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationFast gamma oscillations have previously been described in rodents.
“but have previously been described in rodents37.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [37] Schomburg, E. W. et al. Theta phase segregation of input-specific gamma patterns in entorhinal-hippocampal networks. Neuron 84, 470–485 (2014). source
Not checked in the free run.
May combine two claims.
Study design and conductcitationThe detection limit corresponds to speed in venules and arterioles but may exclude capillaries where numerous neurovascular processes occur.
“This corresponds to speed in venules and arterioles but may exclude capillaries where numerous neurovascular processes occur44.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [44] Drake, C. & Iadecola, C. The role of neuronal signaling in controlling cerebral blood flow. Brain Lang. 102, 141–152 (2007). source
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.
InterpretationreasoningThe vascular patterns suggest that the underlying mechanisms are energetically costly in terms of neurovascular regulation and thus must have been preserved only due to a significant evolutionary benefit, yet to be determined.
“These vascular patterns suggest that the underlying mechanisms are energetically costly in terms of neurovascular regulation and thus must have been preserved only due to a significant evolutionary benefit, yet to be determined.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Study design and conductnone givenThe prosthetic skull material has tissue-like acoustic impedance that allows undistorted propagation of ultrasound waves at the acoustic gel-prosthesis and prosthesis-saline interfaces.
“This material has tissue-like acoustic impedance that allows undistorted propagation of ultrasound waves at the acoustic gel-prosthesis and prosthesis-saline interfaces.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationBOLD-based connectivity patterns spread brain-wide during REMS.
“BOLD-based connectivity patterns spread brain-wide during REMS24”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [24] Chow, H. M. et al. Rhythmic alternating patterns of brain activity distinguish rapid eye movement sleep from other states of consciousness. PNAS 110, 10300–10305 (2013). source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationNewborn sleep displays high-amplitude vascular activity during early active sleep.
“newborn sleep display high-amplitude vascular activity during early active sleep40”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [40] Demene, C. et al. Functional ultrasound imaging of brain activity in human newborns. Sci. Transl. Med. 9, eaah6756 (2017). source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningThe current design relies on power Doppler to estimate relative cerebral blood volume, which is a limitation.
“Our current design also suffers some limitations as it relies on power Doppler to estimate relative cerebral blood volume.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitationRemoving the first 60 components of the singular value decomposition optimally exploited the spatiotemporal dynamics of the full Doppler film for clutter rejection, largely outperforming conventional clutter-rejection filters used in Doppler ultrasound.
“removing the N = 60 first components of the singular value decomposition, which optimally exploited the spatiotemporal dynamics of the full Doppler film for clutter rejection, largely outperforming conventional clutter-rejection filters used in Doppler ultrasound47.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [47] Demene, C. et al. Spatiotemporal clutter filtering of ultrafast ultrasound data highly increases doppler and fUltrasound sensitivity. IEEE Trans. Med. Imaging 34, 2271–2285 (2015). source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenPower Doppler is essentially blind to blood vessels whose direction is quasi parallel to the transducer array (+/−15°), which thus do not contribute to the measured CBV.
“Moreover, power Doppler is essentially blind to blood vessels whose direction is quasi parallel to the transducer array (+/−15°), which thus do not contribute to the measured CBV.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe division into delta, theta, low-gamma, mid-gamma, high-gamma, and ripple frequency bands has been thoroughly described and proven to be functionally relevant for hippocampal electrographic recordings.
“This division has been thoroughly described and proven to be functionally relevant for hippocampal electrographic recordings38.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [38] Belluscio, M. A., Mizuseki, K., Schmidt, R., Kempter, R. & Buzsaki, G. Cross-frequency phase-phase coupling between theta and gamma oscillations in the hippocampus. J. Neurosci. 32, 423–435 (2012). source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenBar diagrams shown in Fig. 2c are computed by averaging the mean values of 17 recordings on four animals for the coronal planes and 11 recordings in four animals for the diagonal planes.
“Bar diagrams shown in Fig. 2c are computed by averaging the mean values of 17 recordings on four animals for the coronal planes and 11 recordings in four animals for the diagonal planes.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenStatistics in Fig. 2a are computed on n = 7 animals over 30 recording sessions.
“Statistics in Fig. 2a are computed on n = 7 animals over 30 recording sessions.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenThe histograms presented in Fig. 3e were computed on n = 7 animals over 35 REM episodes, which lasted more than 30 s.
“The histograms presented in Fig. 3e were computed on n = 7 animals over 35 REM episodes, which lasted more than 30 s.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenThe customized registration algorithm converged quickly and provided robust registration for any ultrasound plane, including diagonal planes, provided it did not start too far from the actual position.
“Provided the algorithm did not start too far from the actual position, it converged quickly and provided robust registration for any ultrasound plane, including diagonal planes.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataThe study recorded from seven animals over coronal and diagonal planes for a total of 35 running-sleep sessions, yielding 62 total REM episodes, 30 of which lasted more than 30 s.
“In total, we recorded from seven animals over the coronal and diagonal planes for a total of 35 running-sleep sessions; thus, 62 total REM episodes were obtained (30 of which lasted more than 30 s).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenMatrices shown in Fig. 2b are computed by averaging matrices from 17 recordings (coronal planes) on four animals.
“Matrices shown in Fig. 2b are computed by averaging matrices from 17 recordings (coronal planes) on four animals.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductown dataFast gamma oscillations displayed typical phase-amplitude coupling patterns for all recordings robustly across animals, and the electrode diameters and stability of recordings decrease the probability that fast gamma events arose from correlated spiking activity.
“we observed that fast gamma oscillations displayed typical phase-amplitude coupling patterns for all recordings robustly across animals. The size of our electrode diameters (25 to 50 microns) and the stability of our recordings throughout sessions decrease the probability that fast gamma events arose from correlated spiking activity.”
Quote in the paperSubstantial claim
The authors state this as an assumption.
The mid-gamma oscillations observed in this study are triggered by direct entorhinal input to the CA1 region, as opposed to slow gamma (30–50 Hz) putatively triggered by CA3 input.
“Based on this observation, we assume the mid-gamma oscillations we observed to be triggered by direct entorhinal input to the CA1 region, as opposed to slow gamma (30–50 Hz) putatively triggered by CA3 input18,37,38.”
The paper relies on this without support.
Human sleep structure differs strongly from that of rodents.
“Human sleep structure differs strongly from that of rodents.”
The paper relies on this without support.
fUS data are proportional to local cerebral blood volume.
“fUS data have been shown to be proportional to local CBV.”
The paper relies on this without support.
Neurovascular processes are not instantaneous, so possible delays between electrographic and vascular signals should be considered.
“As neurovascular processes are not instantaneous, we should consider possible delays between electrographic and vascular signals.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
During REM sleep, synchronous activity between hippocampus and cortex is enhanced.
“During this stage, synchronous activity between the hippocampus and cortex is enhanced28.”
From Energy paradox in REM sleep: balancing supply and consumption in brain metabolism (2026) · cites this paper as [28]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Long REM episodes number both 30 and 35
MajorThe recording-session summary says 30 REM episodes lasted more than 30 s, while the Fig. 3e statistics say 35 episodes met that same duration criterion.
“62 total REM episodes were obtained (30 of which lasted more than 30 s).”
“The histograms presented in Fig. 3e were computed on n = 7 animals over 35 REM episodes, which lasted more than 30 s.”
Ultrasound frame count and acquisition duration disagree
MinorAt 1 kHz, acquiring 400 images takes 400 ms, rather than the stated 200 ms.
Reported 200 · recomputed 400
“We acquired 400 ultrasound images at a 1 kHz frame rate for 200 ms, repeating every 1.0 s to 3.0 s.”
Mid-gamma co-occurrence is below the stated 75%
MinorThe stated hippocampal mid-gamma count, 441 of 611, is 72.18%, not over 75%.
Reported 75 · recomputed 72.176759
“We found strongest co-occurrences (over 75% in the mid and fast gamma bands for all three regions) with highest coupling in the hippocampus (Low-Gamma: 368/611; Mid-Gamma: 441/611; High-Gamma: 458/611; Theta: 428/611).”
Reported thalamic phasic range excludes Rat 5
MinorThe text gives 37.91% as the lower end of the dorsal-thalamus REM-PHASIC range, but Table 2 reports 35.0% for Rat 5.
“Dorsal Thalamus: from 37.91 to 47.81%”
“| Rat5 (3) | 2.7 | 1.0 | 4.5 | - | −2.8 | −3.7 | −1.9 | 0.00 | 10.3 | 7.1 | 13.5 | 0.00 | 18.3 | 14.9 | 21.7 | 0.00 | 16.5 | 12.9 | 20.1 | 0.00 | 35.0 | 20.8 | 49.2 | 0.00 |”
Running-track length differs between Discussion and Methods
MinorThe Discussion describes the task as using a 2.4-m track, while Methods specify a 2.25-m track.
“in our case, a running task on a 2.4-m linear track.”
“The task consisted of running along a 2.25-m-long linear track for water reward on both ends.”
Stated transmission rate cannot produce the stated image rate
MinorEach compounded image is described as using five successive plane-wave transmissions. A 500 Hz transmission rate could therefore produce at most 100 such images per second, not the stated 1 kHz image rate.
“We acquired 400 ultrasound images at a 1 kHz frame rate for 200 ms”
“a plane-wave compounding using five 5°-apart angles of insonification (from −10° to + 10°) was chosen. As a result, the pulse repetition frequency of the plane-wave transmissions was equal to 500 Hz.”
Reported hippocampal phasic range excludes Rat 4
MinorThe text gives 49.78% as the upper end of the dorsal-hippocampus REM-PHASIC range across animals, but Table 2 reports 55.4% for Rat 4.
“Dorsal Hippocampus: from 39.99 to 49.78 %”
“| Rat4 (5) | −0.7 | −1.6 | 0.2 | - | 1.1 | 0.6 | 1.5 | 0.00 | 6.6 | 5.5 | 7.6 | 0.00 | 29.2 | 25.1 | 33.3 | 0.00 | 23.1 | 19.7 | 26.5 | 0.00 | 55.4 | 48.2 | 62.5 | 0.00 |”
The 28 cross-correlation episodes have conflicting rat counts
MinorThe Results text assigns the 28 recording episodes to seven animals, whereas the Fig. 5 caption assigns 28 episodes to six rats.
“for 28 recording episodes over seven animals”
“for n=28 REM episodes (six rats) lasting >30 s.”
The citation lists haven’t been fetched yet
References 48 · Cited by 117
- Authors
- Bergel, A., Deffieux, T., Demené, C., Tanter, M., & Cohen, I.
- Affiliations
- Centre National de la Recherche Scientifique (FR)
- Corresponding author
- Bergel, Antoine
- Cohen, Ivan
- Venue
- Nature Communications
- Published
- 2018-12-18
- Volume
- 9
- Issue
- 1
- Pages
- 5364-5364
- ISSN
- 2041-1723 (ISSN-L)
- PMC
- PMC6299136
- OpenAlex
- W2904230648
- Semantic Scholar
- 7a451791b43f36cd75ef373e25bf4877711f118f
- Cited by
- 117
- References
- 48
- Citations by year
- 2026: 7 · 2025: 13 · 2024: 14 · 2023: 24 · 2022: 25 · 2021: 14 · 2020: 14 · 2019: 6
- FWCI
- 5.05
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Nature Communications (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- HAL (submittedVersion, other-oa)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Funders
- European Commission (2007–2013, FP7 2007-2013, FP7/2007)
- FP7 Ideas: European Research Council (339244)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Sleep and Wakefulness Research
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
- Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Neuroscience of respiration and sleep
- Keywords
- REM sleep, hippocampal CA1, local field potentials, functional ultrasound imaging, cerebral blood flow, neurovascular coupling
- MeSH terms
- Animals, Electrodes, Implanted, Electroencephalography, Equipment Design, Hyperemia, Sleep, REM, Theta Rhythm, Video Recording, Wakefulness, Rats, Sprague-Dawley, Ultrasonography, Doppler, Models, Animal, Rats, CA1 Region, Hippocampal, Functional Neuroimaging, Gamma Rhythm
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