The Insula Mediates Access to Awareness of Visual Stimuli Presented Synchronously to the Heartbeat
Open accessAbstract
The processing of interoceptive signals in the insular cortex is thought to underlie self-awareness. However, the influence of interoception on visual awareness and the role of the insular cortex in this process remain unclear. Here, we show in a series of experiments that the relative timing of visual stimuli with respect to the heartbeat modulates visual awareness. We used two masking techniques and show that conscious access for visual stimuli synchronous to participants' heartbeat is suppressed compared with the same stimuli presented asynchronously to their heartbeat. Two independent brain imaging experiments using high-resolution fMRI revealed that the insular cortex was sensitive to both visible and invisible cardio–visual stimulation, showing reduced activation for visual stimuli presented synchronously to the heartbeat. Our results show that interoceptive insular processing affects visual awareness, demonstrating the role of the insula in integrating interoceptive and exteroceptive signals and in the processing of conscious signals beyond self-awareness. SIGNIFICANCE STATEMENT There is growing evidence that interoceptive signals conveying information regarding the internal state of the body influence perception and self-awareness. The insular cortex, which receives sensory inputs from both interoceptive and exteroceptive sources, is thought to integrate these multimodal signals. This study shows that cardiac interoceptive signals modulate awareness for visual stimuli such that visual stimuli occurring at the cardiac frequency take longer to access visual awareness and are more difficult to discriminate. Two fMRI experiments show that the insular region is sensitive to this cardio–visual synchrony even when the visual stimuli are rendered invisible through interocular masking. The results indicate a perceptual and neural suppression for visual events coinciding with cardiac interoceptive signals.
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TL;DR
Visual stimuli presented synchronously with the heartbeat had reduced access to visual awareness and lower discrimination accuracy than asynchronous stimuli. High-resolution fMRI showed reduced anterior insula activation for synchronous cardio-visual stimuli, even when rendered invisible by continuous flash suppression.
Key findings
- In continuous flash suppression, synchronous cardio-visual stimuli took longer to break suppression than asynchronous stimuli: Experiment 1, 3.6 s (SD 1.2) vs 3.4 s (SD 1.05), t(29)=2, p=0.02, Cohen’s d′=0.38; Experiment 2 replicated this, t(14)=3.5, p=0.008, d′=0.65.
- In visual crowding, accuracy was lower for synchronous stimuli at the smallest center-to-center distance: 56.1 vs 69.4, t(14)=3.93, p=0.0007, d′=1.1; no reaction-time effect was found.
- Participants were at chance when explicitly judging cardio-visual synchrony: 52.8% ±13.1, t(22)=1.03, n.s., BF=0.22; this accuracy did not correlate with the suppression effect, r=−0.14, p=0.52.
- fMRI showed weaker anterior insula activation for synchronous than asynchronous stimuli, both when visible, F(1,6)=17.7, p=0.005, and when invisible under CFS, F(1,7)=9.3, p=0.018; control regions ACC, rSTG, and occipital cortex showed no such difference.
Methods
- Nine experiments: seven psychophysical experiments using CFS, heartbeat awareness, CFS control, visual control, phase-shifted CFS, and visual crowding; 153 right-handed healthy volunteers were recruited and 143 were included in final psychophysical analyses.
- CFS presented dynamic Mondrian masks to the dominant eye and a yellow octagon target to the other eye; synchronous targets were timed to the QRS complex, while asynchronous targets were at 80% or 120% of the participant’s heartbeat. Crowding used a three-alternative forced-choice letter discrimination task with peripheral flankers.
- Two high-resolution 7T fMRI experiments used a BVP sensor and event-related design; a heartbeat awareness task localized anterior insula ROIs, and GLM/ROI analyses compared synchronous vs asynchronous conditions, with RETROICOR used to regress out cardiac signal.
Limitations
- Stated: the authors cannot rule out other interpretations, including anterior insula roles in temporal processing, temporal synchrony, agency, and error monitoring; predictive coding was not directly tested and requires manipulation of prior expectations.
- Stated: respiration signals were not available and were not regressed from the fMRI data; breaking CFS as a measure of conscious access has been criticized, though the study supplemented it with visual crowding, Bayesian statistics, and full-suppression fMRI.
- Evident: the fMRI samples were small (8 and 9 participants, with one excluded from each due to motion artifacts >2 mm) and data were analyzed separately in native space rather than transformed to a standardized space, limiting generalizability.
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- Findingown data
The relative timing of visual stimuli with respect to the heartbeat modulates visual awareness.
“Here, we show in a series of experiments that the relative timing of visual stimuli with respect to the heartbeat modulates visual awareness.”
Quote in the paperSubstantial claim - Findingown data
Visual stimuli occurring at the cardiac frequency are more difficult to discriminate than the same stimuli presented asynchronously to the heartbeat.
“and are more difficult to discriminate.”
- Also stated in: § Significance Statement · plain
“and are more difficult to discriminate (visual crowding) than the same stimuli presented asynchronously to the heartbeat.”
Quote in the paperSubstantial claim - Also stated in: § Significance Statement · plain
- Findingown data
Conscious access for visual stimuli synchronous to participants' heartbeat is suppressed compared with the same stimuli presented asynchronously to their heartbeat.
“We used two masking techniques and show that conscious access for visual stimuli synchronous to participants' heartbeat is suppressed compared with the same stimuli presented asynchronously to their heartbeat.”
- Also stated in: § Significance Statement · plain
“visual stimuli occurring at the cardiac frequency take longer to access visual awareness”
- Also stated in: § Significance Statement · plain
“visual targets presented synchronously to the cardiac frequency require more time (CFS)”
Quote in the paperSubstantial claim - Also stated in: § Significance Statement · plain
- Findingown data
In Experiment 3, participants were at chance for judging cardio-visual synchrony even when the flashing visual stimuli were fully visible (mean 52.8%, t(22)=1.03, n.s., BF=0.22).
“The results showed that participants were at chance for judging cardio-visual synchrony even when the flashing visual stimuli were fully visible ( ϭ 52.8 ϭ 13.1, t (22) ϭ 1.03, n.s., BF ϭ 0.22), suggesting substantial evidence for the null hypothesis (one-sample t test vs 50% chance value).”
Quote in the paperSubstantial claim - Findingown data
In fMRI Experiment 9, after regressing out the cardiac signal, the difference between synchronous and asynchronous conditions in the insulae was significant (F(1,7)=6.4, p=0.039).
“After regressing out the cardiac signal, the difference between synchronous and asynchronous conditions in the insulae was significant (F (1,7) ϭ 6.4, p ϭ 0.039)”
Quote in the paperSubstantial claim
- Findingown data
In fMRI Experiment 9, even when visual stimuli were rendered fully invisible through CFS, lower activations were found in the anterior insulae for synchronous compared with asynchronous stimuli (F(1,7)=9.3, p=0.018).
“Even when the visual stimuli were rendered fully invisible through CFS, we found lower activations in the anterior insulae for synchronous compared with asynchronous stimuli (F (1,7) ϭ 9.3, p ϭ 0.018; see Fig. 7a for a single representative subject and Fig. 7b for group data).”
Quote in the paperSubstantial claim - Findingown data
In Experiment 7, accuracy was lower for stimuli presented synchronously with respect to the heartbeat than asynchronously (accuracy for the smallest center-to-center distance: 56.1 vs 69.4; t(14)=3.93, p=0.0007, Cohen's d'=1.1).
“As predicted (based on our CFS results), we found that cardio-visual stimulation affected the discrimination of crowded stimuli: accuracy was lower for stimuli presented synchronously with respect to the heartbeat (accuracy for the smallest center-to-center distance: ϭ 56.1 vs ϭ 69.4,t (14) ϭ 3.93, p ϭ 0.0007, Cohen's dЈ ϭ 1.1; Fig. 3b).”
Quote in the paperSubstantial claim - Findingown data
In fMRI Experiment 9, control regions showed no differential activity between the two cardio-visual conditions.
“To ensure further that the suppression effect was only found in the insula, we analyzed control regions as in the first fMRI experiment, which showed no differential activity between the two cardio-visual conditions.”
Quote in the paperSubstantial claim - Findingown data
In Experiment 6, there was no significant difference in the duration required to detect synchronous (mean 5.5 s, SD 1.7) versus delayed phase-shifted (mean 5.5 s, SD 1.6) cardio-visual stimuli (t(14)=0.036, n.s., BF=0.25).
“The results of Experiment 6 confirmed our predictions as there was no significant difference in the duration required to detect synchronous ( ϭ 5.5 s, ϭ 1.7) versus delayed phase-shifted ( ϭ 5.5 s, ϭ 1.6; t (14) ϭ 0.036, n.s., BF ϭ 0.25, i.e., suggesting substantial evidence for the null hypothesis) cardio-visual stimuli.”
Quote in the paperSubstantial claim - Findingown data
In Experiment 7, accuracy for the phase delay condition did not differ from the synchronous condition (t(14)=-0.22, n.s., BF=0.86).
“and did not differ from the synchronous condition (t (14) ϭ-0.22,n.s., BF ϭ 0.86, i.e., inconclusive regarding the null or alternative hypothesis), replicating the findings of Experiment 6.”
Quote in the paperSubstantial claim - Findingown data
In Experiment 5, when visual stimuli were decoupled from heartbeat, the suppression effect was not different from 0 (t(14)=1.23, p=0.23, BF=0.5).
“and the suppression effect was not different from 0 (t (14) ϭ 1.23, p ϭ 0.23, BF ϭ 0.5).”
Quote in the paperSubstantial claim - Findingown data
In Experiment 7, no effect on reaction times was found.
“No effect on reaction times was found.”
Quote in the paperNot a substantial claim - Findingown data
In Experiment 5, subject-by-subject correlation analysis did not indicate any significant correlation between the suppression effects of Experiment 2 and Experiment 5 (r=0.26, p=0.34).
“Subjectby-subject correlation analysis, however, did not indicate any significant correlation (r ϭ 0.26, p ϭ 0.34).”
Quote in the paperSubstantial claim - Findingown data
In fMRI Experiment 8, analysis of other regions activated by the interoceptive task (ACC, rSTG, occipital cortex) showed no difference between synchronous and asynchronous cardio-visual stimulation.
“Analysis of other regions activated by the interoceptive task (ACC, rSTG, occipital cortex) showed no difference between the synchronous and asynchronous cardio-visual stimulation (Fig. 6).”
Quote in the paperSubstantial claim - Findingown data
In Experiment 5, when visual stimuli were coupled to the subjects' heartbeat, the suppression effect was significantly larger than when it was not coupled to the subjects' heartbeat (t(14)=2.69, p=0.01).
“The results showed that, when the visual stimuli were coupled to the subjects' heartbeat, the suppression effect was significantly larger (t (14) ϭ 2.69, p ϭ 0.01) than when it was not coupled to the subjects heartbeat.”
Quote in the paperSubstantial claim - Findingown data
In Experiment 4, performance showed no difference between synchronous and asynchronous cardio-visual stimulation (t(29)=0.27, p=0.39, BF=0.34).
“Performance in Experiment 4 showed no difference between the synchronous and asynchronous cardio-visual stimulation (t (29) ϭ 0.27, p ϭ 0.39, BF ϭ 0.34).”
Quote in the paperSubstantial claim - Findingown data
Several regions were consistently activated during the interoceptive attention task, including the bilateral anterior insulae, ACC, rSTG, and occipital visual regions (p<0.001, FDR corrected).
“Several regions were consistently activated during the interoceptive attention task including the bilateral anterior insulae, ACC, rSTG, and occipital visual regions ( p Ͻ 0.001, FDR corrected).”
Quote in the paperNot a substantial claim - Findingown data
In fMRI Experiment 8, there was no difference between the left and right insulae in the synchronous versus asynchronous BOLD difference (F(1,6)=1.3, n.s.).
“with no difference between the left and right insulae (F (1,6) ϭ 1.3, n.s.).”
Quote in the paperNot a substantial claim - Findingown data
In fMRI Experiment 9, after regressing out the cardiac signal, there was no difference between the left and right insulae (F(1,7)=0.008, n.s.).
“with no difference between the left and right insulae (F (1,7) ϭ 0.008, n.s.).”
Quote in the paperNot a substantial claim - Findingown data
In Experiment 7, accuracy for the phase delay condition was significantly lower than that for the asynchronous condition (t(14)=2.3, p<0.05).
“This experiment also provided additional evidence regarding the suppression of frequency-shifted, but not phase-shifted stimuli because the accuracy for the phase delay condition was significantly lower than that for the asynchronous condition (t (14) ϭ 2.3, p Ͻ 0.05)”
Quote in the paperSubstantial claim - Findingown data
In Experiment 1, synchronous cardio-visual stimuli took longer presentation durations to reach visual awareness than asynchronous cardio-visual stimuli (mean 3.6 s vs 3.4 s; t(29)=2, p=0.02, Cohen's d'=0.38).
“In the first experiment, we found that interoception modulated visual awareness as synchronous cardio-visual stimuli took longer presentation durations to reach visual awareness ( ϭ 3.6 s, ϭ 1.2) compared with asynchronous cardio-visual ones ( ϭ 3.4 s, ϭ 1.05, t (29) ϭ 2, p ϭ 0.02, Cohen's dЈ ϭ 0.38; Fig. 2a).”
Quote in the paperSubstantial claim - Findingown data
In Experiment 2, synchronous cardio-visual stimulation required more time to break suppression than asynchronous stimulation (t(14)=3.5, p=0.008, Cohen's d'=0.65).
“Once again, synchronous cardio-visual stimulation required more time to break suppression than asynchronous stimulation (t (14) ϭ 3.5, p ϭ 0.008, Cohen's dЈ ϭ 0.65; Fig. 2b).”
Quote in the paperSubstantial claim - Findingown data
Awareness for visual events is suppressed when visual stimuli are synchronized to the participant's heartbeat, compared with asynchronous presentation.
“Here, we extend the aforementioned findings and show behavioral and neural suppression for visual targets synchronous to the participants' cardiac frequency.”
- Also stated in: § Discussion · plain
“In conclusion, the results of the present series of psychophysical experiments show that awareness for visual events is suppressed if they are synchronized to the heartbeat.”
- Also stated in: § Discussion · plain
“Note that, in both experiments, when the stimuli were synchronous to the heartbeat, they required more presentations to enter consciousness.”
Quote in the paperSubstantial claim - Also stated in: § Discussion · plain
- Findingown data
No difference was found in BOLD response between the synchronous and asynchronous conditions in any of the noninsular regions activated in the heart awareness task.
“Note that no difference was found in BOLD response between the synchronous and asynchronous conditions in any of these regions.”
Quote in the paperSubstantial claim - Findingown data
In the crowding experiment, participants showed reduced accuracy for targets flashing synchronously compared with those flashing asynchronously to the heartbeat.
“Participants showed reduced accuracy for the targets flashing synchronously compared with those flashing asynchronously to the heartbeat.”
Quote in the paperSubstantial claim - Findingown data
The insular cortex is sensitive to the synchronicity of visual and cardiac signals for both visible and invisible visual stimuli.
“At the neural level, our data show that the insular cortex is sensitive to the synchronicity of visual and cardiac signals for both visible and invisible visual stimuli.”
Quote in the paperSubstantial claim - Interpretationown data
The insula plays a role in the processing of conscious signals beyond self-awareness.
“and in the processing of conscious signals beyond self-awareness.”
Quote in the paperSubstantial claim - Premisecitation
Cardiac related modulation of sensory and cortical processing has been found for cutaneous, nociceptive, and emotional stimuli.
“Others have found evidence for cardiac related modulation of sensory and cortical processing for cutaneous (Edwards et al., 2009;Gray et al., 2009), nociceptive (Edwards et al., 2001;Gray et al., 2010), and emotional stimuli (Garfinkel et al., 2014).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Edwards et al., 2009
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- cites Gray et al., 2009
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- cites Edwards et al., 2001
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- Interpretationown data
Interoceptive insular processing affects visual awareness.
“thus demonstrating that the processing of internal bodily signals in the insular cortex modulates exteroceptive awareness.”
Quote in the paperSubstantial claim - Interpretationown data
The insula plays a role in integrating interoceptive and exteroceptive signals.
“demonstrating the role of the insula in integrating interoceptive and exteroceptive signals”
Quote in the paperSubstantial claim - Premisecitation
Studies investigating cardiac modulation of visual perception have produced conflicting results.
“However, studies investigating cardiac modulation of visual perception have produced conflicting results (Elliott and Graf, 1972;Sandman et al., 1977;Walker and Sandman, 1982;Park et al., 2014).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Elliott and Graf, 1972
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- cites Sandman et al., 1977
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- cites Walker and Sandman, 1982
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- Study design and conductown data
In fMRI Experiment 9, CFS successfully rendered the visual stimuli invisible as determined by subjective and objective measures.
“CFS successfully rendered the visual stimuli invisible (as determined by subjective and objective measures).”
Quote in the paperSubstantial claim - Study design and conductnone given
In the first experiment (CFS localization task), the participants were presented with the cardio-visual stimuli but were not able to see them consciously because they were suppressed by the dynamic high-contrast patterns presented simultaneously to their dominant eye.
“In the first experiment (CFS localization task), the participants were presented with the cardio-visual stimuli but were not able to see them consciously because they were suppressed by the dynamic high-contrast patterns presented simultaneously to their dominant eye.”
Quote in the paperSubstantial claim - Interpretationown data
Collectively, the present data show that interoceptive signals of cardiac origin modulate access to visual awareness.
“Collectively, the present data show that interoceptive signals of cardiac origin modulate access to visual awareness.”
Quote in the paperSubstantial claim - Interpretationown data
The data indicate that explicit perception of cardio-visual synchrony was unlikely to underlie the cardio-visual suppression effect.
“Therefore, these data indicate that explicit perception of cardiovisual synchrony was unlikely to underlie the present cardiovisual suppression effect.”
Quote in the paperSubstantial claim - Interpretationreasoning
The effect is due to the conflicting requirements of monitoring the heartbeat while minimizing its effects on perception.
“We suggest that this effect is due to the conflicting requirements of monitoring the heartbeat while minimizing its effects on perception.”
Quote in the paperSubstantial claim- Rests on an assumption: The heartbeat is a lifelong and critical signal for the organism that must be monitored continuously and kept within tight limits to avoid arrhythmia or asystolia, and this monitoring normally occurs outside awareness because one does not experience control over one's heart.
- Interpretationown data
The suppression of synchronous cardio-visual stimuli extends to stimuli presented at the same frequency but phase shifted.
“Importantly, we also found that this suppression extends to stimuli presented at the same frequency but phase shifted (Experiments 6 and 7)”
Quote in the paperSubstantial claim - Interpretationown data
The frequency of the cardiac cycle is the target for predictive suppression of the sensory consequences of cardiac information.
“Our data point to the frequency of the cardiac cycle, which is identical for all afferent and efferent signals relating to cardiac information as the target for predictive suppression of these sensory consequences.”
Quote in the paperSubstantial claim - Interpretationown data
The cardio-visual effect on visual awareness was not caused by a response or detection bias.
“Control experiments indicated that this effect is independent of explicit heartbeat awareness (Experiment 3), not due to a response or detection bias (Experiment 4), and is induced by subject-specific cardio-visual coupling (Experiment 5).”
Quote in the paperSubstantial claim - Interpretationreasoning
The present findings are compatible with predictive coding between the interoceptive and the visual system.
“We argue that the present findings are compatible with predictive coding between the interoceptive and the visual system.”
Quote in the paperSubstantial claim - Study design and conductown data
In fMRI Experiment 8, regressing out the cardiac signal using the RETROICOR approach did not affect the results.
“Regressing out the cardiac signal using the RETROICOR approach (Glover et al., 2000) did not affect the results.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Glover et al., 2000
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- Interpretationown data
Cardiac interoceptive signals affect visual awareness.
“These data show that cardiac interoceptive signals affect visual awareness.”
Quote in the paperSubstantial claim - Interpretationown data
Self-generated cardiac movements (heartbeats) are associated with suppression of exteroceptive sensory consequences (visual signals) even if artificially produced and rarely encountered in everyday life.
“The present data indicate that”
Quote in the paperSubstantial claim - Interpretationreasoning
The present results indicate a role for cardiac frequency in the attenuation of the sensory consequences of interoceptive signals.
“Therefore, the present results indicate a role for cardiac frequency in the attenuation of the sensory consequences of interoceptive signals (see Aspell et al., 2013;Suzuki et al., 2013 for frequency-based effects on behavior).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Aspell et al., 2013
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- cites Suzuki et al., 2013
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- Rests on an assumption: The frequency of cardiac-related effects is identical across all afferent inputs.
- Interpretationreasoning
The present effects of the heartbeat on visual awareness reflect a basic and likely predictive mechanism to suppress the self-generated sensory consequences of the heartbeat from awareness.
“Comparable to suppression of the consequences of our actions in tactile (Blakemore et al., 1998;Bays et al., 2006;Shergill et al., 2013), auditory (McGuire et al., 1995;Baess et al., 2009;van Elk et al., 2014b), and visual domains (Volkmann et al., 1980;Guthrie et al., 1983), we propose that the present effects of the heartbeat on visual awareness reflect a basic and likely predictive mechanism to”
Quote in the paperSubstantial claim- Rests on an assumption: The heartbeat is a lifelong and critical signal for the organism that must be monitored continuously and kept within tight limits to avoid arrhythmia or asystolia, and this monitoring normally occurs outside awareness because one does not experience control over one's heart.
- Interpretationown data
The present effect is consistent with suggested interoceptive predictive mechanisms that predict the sensory consequences of interoceptive activity and reduce its effects on perception.
“The present effect is consistent with suggested interoceptive predictive mechanisms (Seth et al., 2011;Seth, 2013;Barrett and Simmons, 2015), predicting the sensory consequences of interoceptive activity and reducing its effects on perception.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Seth et al., 2011
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- cites Seth, 2013
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- cites Barrett and Simmons, 2015
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- Interpretationreasoning
Suppression of the sensory consequences related to cardiac effects is desired for accurate perception of external stimuli.
“Suppression of the sensory consequences related to these cardiac effects is thus desired for an accurate perception of external stimuli.”
Quote in the paperNot a substantial claim- Rests on an assumption: The heartbeat is a lifelong and critical signal for the organism that must be monitored continuously and kept within tight limits to avoid arrhythmia or asystolia, and this monitoring normally occurs outside awareness because one does not experience control over one's heart.
- Interpretationown data
The processing of interoceptive bodily signals in the insula has systematic effects on our conscious experience of the world.
“These results demonstrate that the processing of interoceptive bodily signals in the insula has systematic effects on our conscious experience of the world.”
Quote in the paperSubstantial claim - Study design and conductown data
By using multiple paradigms, Bayesian statistics, and full-suppression methods, the finding is independent of possible confounds related to time-to-emergence measures.
“Therefore, by using multiple paradigms, Bayesian statistics, and full-suppression methods, we are confident that our finding is independent of possible confounds related to time to emergence measures.”
Quote in the paperSubstantial claim - Interpretationown data
The current findings suggest that the anterior insular cortex may constitute a site for multimodal integration of internal and external sensory signals through interoceptive predictions.
“The current findings further suggest that the anterior insular cortex may constitute a site for multimodal integration of internal and external sensory signals through interoceptive predictions (Seth et al., 2011;Brown et al., 2013;Seth and Critchley, 2013;Barrett and Simmons, 2015).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Seth et al., 2011
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- cites Brown et al., 2013
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- cites Barrett and Simmons, 2015
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- Interpretationcitation
Predictive mechanisms allow suppressing the sensory consequences of cardiac activity by integrating internal somatic states with external sensory information.
“We propose that these predictive mechanisms allow suppressing the sensory consequences of cardiac activity by integrating internal somatic states with external sensory information (Craig, 2002;Critchley et al., 2004;Preuschoff et al., 2008).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Craig, 2002
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- cites Critchley et al., 2004
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- cites Preuschoff et al., 2008
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- Premisecitation
A previous study investigating the neural suppression of cardiac-related auditory stimuli indicated auditory suppression depending on cardiac frequency but not cardiac phase.
“Consistent with this view, a previous study investigating the neural suppression of cardiac-related auditory stimuli indicated auditory suppression depending on cardiac frequency but not cardiac phase (van Elk et al., 2014a).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites van Elk et al., 2014a
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- Premisecitation
Afferent signals have variable delays with respect to the R-wave.
“Importantly, these afferent signals have variable delays in respect to the R-wave, as shown by previous studies on heartbeat awareness (Brener et al., 1993;Ring and Brener, 1996) and heart-related neural activity (Leopold and Schandry, 2001;van Elk et al., 2014a).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Brener et al., 1993
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- cites Ring and Brener, 1996
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- cites Leopold and Schandry, 2001
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- Interpretationcitation
A predictive model based on the frequency but regardless of the phase of the cardiac cycle could be effective for the suppression of the sensory consequences of cardiac activity.
“Accordingly, a predictive model (Seth et al., 2011;Brown et al., 2013) based on the frequency but regardless of the phase of the cardiac cycle could be effective for the suppression of its sensory consequences no matter where they occur compared with the heart.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Seth et al., 2011
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- cites Brown et al., 2013
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- Rests on an assumption: The frequency of cardiac-related effects is identical across all afferent inputs.
- Rests on an assumption: The sensory consequences of the heartbeat differ in their temporal delay as a function of the distance from the heart.
- Interpretationown data
Neuroimaging data indicate an important role for the insula in the suppression of awareness for visual events synchronized to the heartbeat.
“Neuroimaging data indicate an important role for the insula in this suppression, which is consistent with its suggested role in multimodal predictive coding.”
Quote in the paperSubstantial claim
- May combine two claims. 19
- The quote only partly states this claim. 3
- Classified as probably not a substantial claim. 22
May combine two claims.
Findingown dataThe insular cortex is sensitive to both visible and invisible cardio-visual stimulation, showing reduced activation for visual stimuli presented synchronously to the heartbeat.
“Two independent brain imaging experiments using high-resolution fMRI revealed that the insular cortex was sensitive to both visible and invisible cardio-visual stimulation, showing reduced activation for visual stimuli presented synchronously to the heartbeat.”
- Also stated in: § Significance Statement · plain
“Two fMRI experiments show that the insular region is sensitive to this cardio-visual synchrony even when the visual stimuli are rendered invisible through interocular masking.”
Quote in the paperSubstantial claim- Also stated in: § Significance Statement · plain
May combine two claims.
Findingown dataIn fMRI Experiment 9, the effect was robust and stable in 14 of the 15 present fMRI participants, showing lower BOLD activity in the synchronous condition in the right anterior insula.
“Importantly, this effect was robust and stable in 14 of the 15 present fMRI participants, showing lower BOLD activity in the synchronous condition in the right anterior insula.”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataIn Experiment 5, when visual stimuli were decoupled from heartbeat, no differences between stimuli that were 'synchronous' or 'asynchronous' to the heartbeat in Experiment 2 were found (t(14)=1.2, p=0.12, BF=0.5).
“Furthermore, when decoupled (Experiment 5), no differences between visual stimuli that were”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Findingown dataThe anterior cingulate cortex (ACC), right posterior superior temporal gyrus (rSTG), and occipital visual regions were consistently activated and were selected as ROIs for each subject (at p < 0.001 FDR).
“The anterior cingulate cortex (ACC), right posterior superior temporal gyrus (rSTG), and occipital visual regions were consistently activated and were selected as ROIs for each subject (at p Ͻ 0.001 FDR).”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataIn fMRI Experiment 8, insula activation was weaker during synchronous than asynchronous cardio-visual stimulation (F(1,6)=17.7, p=0.005; after RETROICOR F(1,6)=18.4, p=0.005).
“Estimating the mean BOLD signal response in the left and right anterior insulae (as defined above) for the synchronous and asynchronous cardio-visual conditions, we found that insula activation was weaker during synchronous than asynchronous cardio-visual stimulation (F (1,6) ϭ 17.7, p ϭ 0.005), compatible with suppression of visually induced activation in the insula depending on cardio-visual”
- Also stated in: § Neural suppression of seen synchronous cardio-visual stimuli: fMRI · plain
“The difference between the BOLD activity in the anterior insulae between synchronous and asynchronous conditions was significant (F (1,6) ϭ 18.4, p ϭ 0.005), with no difference between the left and right insulae (F (1,6) ϭ 1.3, n.s.).”
Quote in the paperSubstantial claim- Also stated in: § Neural suppression of seen synchronous cardio-visual stimuli: fMRI · plain
Classified as probably not a substantial claim.
PremisecitationThe processing of interoceptive signals in the insular cortex is thought to underlie self-awareness.
“Another line of work has linked self-awareness to the processing of interoceptive signals in the insular cortex (i.e., cardiac signals; Damasio, 2000;Craig, 2002;Critchley et al., 2004;Park et al., 2014)”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Damasio, 2000
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- cites Craig, 2002
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- cites Critchley et al., 2004
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Study design and conductnone givenTo ensure that trial onset did not maintain a specific phase in relation to participants' heartbeat, an intertrial interval of 0.5, 0.8, or 1.3 s was presented between trials such that any spurious temporal relation between cardiac and visual stimuli would not be maintained.
“To ensure that trial onset did not maintain a specific phase in relation to participants' heartbeat, an intertrial interval of 0.5, 0.8, or 1.3 s was presented between trials such that any spurious temporal relation between cardiac and visual stimuli would not be maintained.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductnone givenThe target type, center-to-center distance between target and flanker, and cardio-visual synchronicity were fully randomized.
“The target type, center-to-center distance between target and flanker, and cardio-visual synchronicity were fully randomized.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationPredictive models of interoception mediate widespread sensory consequences of interoceptive signals such as cardiac activity, thus reducing their influence on perception.
“These predictive models of interoception are held to mediate widespread sensory consequences of interoceptive signals such as cardiac activity (Barrett and Simmons, 2015), thus reducing their influence on perception (comparable to suppression of retinal changes due to ocular motion).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Barrett and Simmons, 2015
Not checked in the free run.
May combine two claims.
Study design and conductown dataThe BVP sensor on the fingertip is delayed by ~250 ms compared with the ECG R-wave, but the frequency detected by BVP and ECG systems is identical.
“Pilot testing indicated that the BVP on the fingertip was delayed by ϳ250 ms compared with the ECG R-wave, but that the frequency detected by the BVP and ECG systems was identical (also see Lu et al., 2009).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Lu et al., 2009
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based). May combine two claims.
Premisenone givenThe influence of interoception on visual awareness and the role of the insular cortex in this process remain unclear.
“However, the influence of interoception on visual awareness and the role of the insular cortex in this process remain unclear.”
- Also stated in: § Significance Statement · plain
“their role in other forms of awareness such as visual awareness is yet unclear.”
Quote in the paperNot a substantial claim- Also stated in: § Significance Statement · plain
Classified as probably not a substantial claim.
PremisecitationThe insula may be involved in interoceptive inference in which predictions regarding interoceptive signals are compared with actual sensory and interoceptive afferent inputs.
“Recently, theories have suggested that the insula may be involved in interoceptive inference in which predictions regarding interoceptive signals are compared with actual sensory and interoceptive afferent inputs (Critchley and Seth, 2012;Seth, 2013;Apps and Tsakiris, 2014).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Critchley and Seth, 2012
Not checked in the free run.
- cites Seth, 2013
Not checked in the free run.
- cites Apps and Tsakiris, 2014
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenParticipants were explicitly asked not to monitor their heartbeat by means other than interoceptive attention (such as taking their pulse).
“The participants were explicitly asked not to monitor their heartbeat by means other than interoceptive attention (such as taking their pulse).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Study design and conductnone givenA 1 s intertrial interval was used to avoid intertrial phase locking.
“A 1 s intertrial interval was used to avoid intertrial phase locking.”
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 echo-planar images acquired during the functional runs were corrected for low frequencies (e.g., due to cardiac and breathing artifacts) and 3D motion and were then transformed to the native space of the anatomical run.
“The echo-planar images acquired during the functional runs were corrected for low frequencies (e.g., due to cardiac and breathing artifacts) and 3D motion and were then transformed to the native space of the anatomical run.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductreasoningThe naivety of the subjects to the relationship between the flashing target and their heartbeat was important to avoid recording any brain activity resulting from interoceptive attention to their heartbeat; therefore, this relationship was not mentioned before this task.
“The naivety of the subjects to this relationship was important to avoid recording any brain activity resulting from interoceptive attention to their heartbeat; therefore, this relationship was not mentioned before this task.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenUsing the BVP signal, the six cardiac specific regressors created by the RETROICOR toolbox were used as control covariates in the design matrix.
“Using the BVP signal, the six cardiac specific regressors created by the RETROICOR toolbox were used used as control covariates in our design matrix.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.
Study design and conductown dataTen participants were excluded from the analysis across the first seven experiments.
“Ten participants were excluded from the analysis (Experiment 1, n ϭ 1; Experiment 2, n ϭ 3; Experiment 4, n ϭ 3; Experiment 5, n ϭ 2; Experiment 7, n ϭ 1).”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationThe second task served as a functional localizer for the anterior insula regions, which have been shown previously to be activated by interoceptive attention to one's heartbeat.
“This second task served as a functional localizer for the anterior insula regions, which have been shown previously to be activated by interoceptive attention to one's heartbeat (Critchley et al., 2004;Wiebking et al., 2014).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Critchley et al., 2004
Not checked in the free run.
- cites Wiebking et al., 2014
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationTo test for possible effects of cardiac activity on the results, the cardiac signal was regressed out using the RETROICOR approach.
“To test for possible effects of cardiac activity on the results, the cardiac signal was regressed out using the RETROICOR approach (Glover et al., 2000).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Glover et al., 2000
Not checked in the free run.
May combine two claims.
Interpretationown dataCardio-visual effects on CFS in Experiments 1 and 2 depend on cardio-visual coupling and not on visual differences between synchronous and asynchronous visual stimulation.
“This indicates that cardio-visual effects on CFS (Experiments 1 and 2) depend on cardio-visual coupling and not on visual differences between synchronous and asynchronous visual stimulation.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationThe insular cortex is a prime candidate region responsible for suppressing cardio-visual signals because it is involved in interoceptive processing including cardiac signals, in comparison of auditory and cardiac signals, and has been hypothesized as a site for multimodal integration and sensory prediction related to the self.
“A prime candidate region responsible for suppressing such signals is the insular cortex because of the following: (1) it is involved in the processing of interoceptive information including cardiac signals (Craig, 2002;Critchley et al., 2004), (2) it is involved in the the comparison of auditory and cardiac signals (Critchley et al., 2004), and (3) it has recently been hypothesized as a site for”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Craig, 2002
Not checked in the free run.
- cites Critchley et al., 2004
Not checked in the free run.
- cites Critchley and Seth, 2012
Not checked in the free run.
May combine two claims.
Interpretationown dataThe results in the anterior insulae are independent of vascular fluctuations and are more likely to reflect neuron-related BOLD changes.
“This suggests that the results in the anterior insulae are independent of vascular fluctuations and are more likely to reflect neuron-related BOLD changes.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningIn fMRI Experiment 8, the task was always performed before the localizer task to ensure that participants were naive to the purpose of the experiment.
“This task was always performed before the localizer task to ensure that participants were naive to the purpose of Experiment 8.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataIn fMRI Experiment 9, analysis was restricted to trials in which participants were fully unaware of the visual stimuli (78.6% of trials).
“We restricted our analysis to trials in which the participants were fully unaware of the visual stimuli (78.6% of trials).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataBecause respiration signals were not available, they were not regressed from the functional data.
“Because respiration signals were not available, they were not regressed from the functional data.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationThe heartbeat affects tactile afferent output, muscle spindle discharge, and generates mechanical effects on the eyes modulating interocular pressure and eye movements.
“For example, the heartbeat affects tactile afferent output (Macefield, 2003), muscle spindle discharge (Birznieks et al., 2012), and generates mechanical effects on the eyes modulating interocular pressure and eye movements (de Kinkelder et al., 2011).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Macefield, 2003
Not checked in the free run.
- cites Birznieks et al., 2012
Not checked in the free run.
- cites de Kinkelder et al., 2011
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrevious investigations have shown cardiac effects on somatosensory, nociceptive, and emotional processing.
“Previous investigations of cardiac influences on behavior and neural processing have focused on specific epochs of the cardiac cycle (e.g., systole vs diastole) and have been successful in showing cardiac effects on somatosensory (Edwards et al., 2009;Gray et al., 2009), nociceptive (Edwards et al., 2001;McIntyre et al., 2006;Edwards et al., 2008;Gray et al., 2010), and emotional (Gray et al., 200”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Edwards et al., 2009
Not checked in the free run.
- cites Gray et al., 2009
Not checked in the free run.
- cites Garfinkel et al., 2014
Not checked in the free run.
May combine two claims.
Interpretationown dataThe results suggest a possible role of the insula for multimodal predictive coding and salience processing.
“These results converge in suggesting the possible role of the insula for multimodal predictive coding (Singer et al., 2009;Seth et al., 2011;Apps and Tsakiris, 2014) and salience processing (Seeley et al., 2007).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Singer et al., 2009
Not checked in the free run.
- cites Seth et al., 2011
Not checked in the free run.
- cites Seeley et al., 2007
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe anterior insula has been implicated in temporal processing and activated in studies investigating temporal synchrony, sense of agency, and error monitoring.
“The anterior insula has been implicated in temporal processing (Craig, 2009a;Wiener et al., 2010), which has been suggested to relate to its role in integrating internal interoceptive temporal cues with external signals (Wittmann, 2009;Wittmann et al., 2010).”
- Also stated in: § Discussion · plain
“Indeed, the anterior insula has been activated in studies investigating temporal synchrony (Bushara et al., 2001) and the sense of agency and error monitoring that require matching exteroceptive sensory signals with self-generated actions (Menon et al., 2001;Klein et al., 2007;Karnath and Baier, 2010;Sperduti et al., 2011;Klein et al., 2013).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Craig, 2009a
Not checked in the free run.
- cites Bushara et al., 2001 source
Not checked in the free run.
- cites Menon et al., 2001
Not checked in the free run.
- Also stated in: § Discussion · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationInteroceptive information regarding cardiac activity is conveyed by several afferent sources, including cardiac and somatosensory mechanoreceptors as well as blood vessel baroreceptors.
“Interoceptive information regarding cardiac activity is conveyed by several afferent sources, including cardiac and somatosensory mechanoreceptors as well as blood vessel baroreceptors (Knapp and Brener, 1998), and is affected by several cardiac factors (Schandry et al., 1993).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Knapp and Brener, 1998
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- cites Schandry et al., 1993
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Study design and conductown dataIn the current study, the breaking CFS paradigms were supplemented with visual crowding (Experiment 7), which allowed replication of the finding in the accuracy domain and circumvented possible limitations of time-to-emergence measures used with CFS.
“In the current study, however, the breaking CFS paradigms were supplemented with an additional psychophysical method of visual crowding (Experiment 7), which allowed us to replicate our finding in the accuracy domain, thus circumventing the possible limitations of time to emergence used with the CFS method.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe insular cortex is activated by a wide range of perceptual and cognitive processes.
“The insular cortex has been found to be activated by a wide range of perceptual and cognitive processes (Kurth et al., 2010).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Kurth et al., 2010
Not checked in the free run.
Classified as probably not a substantial claim. May combine two claims.
PremisecitationThe insular cortex is thought to enable the convergence of interoceptive and exteroceptive signals and has been proposed to underlie self-awareness and exteroceptive multisensory bodily perception and movement control.
“This region is thought to enable the convergence of interoceptive and exteroceptive signals (Craig, 2002;Critchley et al., 2004;Wiebking et al., 2014) and has recently also been proposed to underlie self-awareness (Damasio, 2000;Craig, 2009b;Craig, 2010;Apps and Tsakiris, 2014) and exteroceptive multisensory bodily perception and movement control in healthy and neurological patients (Karnath et al”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Craig, 2002
Not checked in the free run.
- cites Critchley et al., 2004
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- cites Karnath et al., 2005
Not checked in the free run.
The paper relies on this without support.
The heartbeat is a lifelong and critical signal for the organism that must be monitored continuously and kept within tight limits to avoid arrhythmia or asystolia, and this monitoring normally occurs outside awareness because one does not experience control over one's heart.
“The heartbeat is a lifelong and critical signal for the organism, which must be monitored continuously and kept within tight limits to avoid, for example, arrhythmia or asystolia; such monitoring, in most instances, occurs outside of awareness because one does not experience control over one's heart.”
The paper relies on this without support.
The frequency of cardiac-related effects is identical across all afferent inputs.
“In contrast, the frequency of cardiac-related effects is identical across all afferent inputs.”
The paper relies on this without support.
The sensory consequences of the heartbeat differ in their temporal delay as a function of the distance from the heart.
“Although the heartbeat is a periodic signal, its sensory consequences differ in their temporal delay as a function of the distance from the heart.”
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?
Interoceptive signalling shapes experiences of self and perceptions of stimuli originating from the external environment.
“Accumulating clinical data and experimental evidence are revealing the mechanisms by which interoceptive signalling shapes experiences of self, and also of perceptions of stimuli originating from the external environment (e.g. [94,95]).”
From Active interoceptive inference and the emotional brain (2016) · cites this paper as [94]
Processing of auditory or visual stimuli is attenuated when synchronized with the heartbeat.
“and the processing of either auditory 39 or visual 40 stimuli attenuated when synchronized with the heartbeat.”
From Interoceptive rhythms in the brain (2023) · cites this paper as [40]
Bodily self-consciousness impacts several perceptual and cognitive functions such as tactile perception, pain perception, visual perception, and egocentric cognitive processes.
“Recent findings have shown that BSC impacts several perceptual and cognitive functions such as tactile perception [48,49], pain perception [50,51], visual perception [52–54], as well as egocentric cognitive processes [55].”
From First-person view of one’s body in immersive virtual reality: Influence on episodic memory (2019) · cites this paper as [54]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Experiment 9 trial epochs total 22 seconds, not 24
MinorThe stated fixation, stimulus, two response, and rest epochs add to 22 seconds. The trial duration is reported as 24 seconds, leaving 2 seconds unaccounted for.
Reported 24 · recomputed 22
“Trial duration was 24 s: after a 6 s fixation epoch, the stimuli were presented for 6 s.There were 2 s to respond to each of the 2 questions, which was followed by a rest epoch lasting 6 s.”
Returning participants are counted as new volunteers
MinorThe seven experiment counts sum to 153 participations, but the 23 participants in Experiment 3 had already participated in Experiment 1. The counts therefore describe 130 distinct volunteers, not 153.
Reported 153 · recomputed 130
“We recruited 153 right-handed healthy volunteers (46 females) from the student population at E ´cole Polytechnique Fe ´de ´rale de Lausanne (EPFL) (age 18 -32 years, ϭ 22.2 years) for the first 7 experiments (Experiment 1, n ϭ 31; Experiment 2, n ϭ 18; Experiment 3, n ϭ 23, i.e., participants in Experiment 1 who agreed to return; Experiment 4, n ϭ 33; Experiment 5, n ϭ 17; Experiment 6, n ϭ 15; Experiment 7, n ϭ 16).”
Experiment 9 voxel width conflicts with matrix and field of view
MinorA 210 mm field of view divided into 160 matrix elements gives an in-plane voxel width of 1.3125 mm, not the reported 1.8 mm.
Reported 1.8 · recomputed 1.3125
“The same 7T MRI-scanner as in Experiment 8 was used and the functional runs were acquired using echo-planar images of 34 axial slices (1.8 mm isotropic voxels with no gap) placed to comprise the primary visual cortex (V1), the insular cortex, and as much of the superior parietal cortex as possible (matrix size 160 ϫ 160, FOV 210 mm, TE ϭ 27 ms, TR ϭ 2.0 s, GRAPPA 2).”
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- Authors
- Salomon, R., Ronchi, R., Dönz, J., Bello-Ruiz, J., Herbelin, B., Martet, R., Faivre, N., Schaller, K., & Blanke, O.
- Affiliations
- École Polytechnique Fédérale de Lausanne (CH)
- University Hospital of Geneva (CH)
- Venue
- The Journal of Neuroscience
- Publisher
- Society for Neuroscience
- Published
- 2016-05-04
- Volume
- 36
- Issue
- 18
- Pages
- 5115-5127
- ISSN
- 0270-6474 (ISSN-L)
- 1529-2401
- PMC
- PMC6601849
- OpenAlex
- W2347134072
- Cited by
- 178
- References
- 83
- Citations by year
- 2026: 11 · 2025: 16 · 2024: 16 · 2023: 16 · 2022: 23 · 2021: 21 · 2020: 12 · 2019: 20 · 2018: 18 · 2017: 15 · 2016: 10
- FWCI
- 29.81
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Neuroscience (publishedVersion, cc-by-nc-sa)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Archive ouverte UNIGE (University of Geneva) (publishedVersion)
- HAL (submittedVersion, other-oa)
- Infoscience (Ecole Polytechnique Fédérale de Lausanne) (submittedVersion)
- Infoscience (Ecole Polytechnique Fédérale de Lausanne) (submittedVersion, cc-by-nc-nd)
- Archive ouverte UNIGE (University of Geneva) (submittedVersion, cc-by)
- Funders
- National Science Foundation
- Fondation Bertarelli
- European Commission
- European Science Foundation
- Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (125759)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Multisensory perception and integration
- Health Sciences › Medicine › Psychiatry and Mental health › Psychosomatic Disorders and Their Treatments
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Keywords
- insula, interoception, visual awareness, interoceptive awareness, conscious access, heart rate, self-awareness
- MeSH terms
- Adolescent, Adult, Awareness, Brain Mapping, Cerebral Cortex, Female, Heart, Humans, Image Processing, Computer-Assisted, Magnetic Resonance Imaging, Male, Perceptual Masking, Photic Stimulation, Visual Perception, Young Adult, Interoception
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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.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-09.
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