Elevated functional connectivity along a corticostriatal loop and the mechanism of auditory/verbal hallucinations in patients with schizophrenia
Open accessAbstract
Background Higher levels of inter-region functional coordination can facilitate emergence of neural activity as conscious percepts. We consequently tested the hypothesis that auditory/verbal hallucinations (AVHs) arise from elevated functional coordination within a speech processing network.Methods Functional coordination was indexed with functional connectivity (FC) computed from functional magnetic resonance imaging data. Thirty-two patients with schizophrenia reporting AVHs, 24 similarly diagnosed patients without hallucinations, and 23 healthy control subjects were studied. FC was seeded from a bilateral Wernicke's region delineated according to activation detected during AVHs in a prior study.Results Wernicke's-seeded FC with Brodmann area 45/46 of the left inferior frontal gyrus (IFG) was significantly greater for hallucinating patients compared with nonhallucinating patients but not compared with healthy control subjects. In contrast, Wernicke's-seeded FC with a large subcortical region that included the thalamus, midbrain, and putamen was significantly greater for the combined patient group compared with healthy control subjects after false discovery rate correction, but not when comparing the two patient groups. Within that subcortical domain, the putamen demonstrated significantly greater FC relative to a secondary left IFG seed region when hallucinators were compared with nonhallucinating patients. A follow-up analysis found that FC summed along a loop linking the Wernicke's and IFG seed regions and the putamen was robustly greater for hallucinating patients compared with nonhallucinating patients and healthy control subjects.Conclusions These findings suggest that higher levels of functional coordination intrinsic to a corticostriatal loop comprise a causal factor leading to AVHs in schizophrenia.
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TL;DR
In patients with schizophrenia, auditory/verbal hallucinations were associated with elevated functional connectivity along a corticostriatal loop linking Wernicke’s area, left inferior frontal gyrus, and putamen. The authors propose this hyperconnectivity as a causal factor for AVHs, though they note alternative explanations.
Key findings
- In 32 hallucinating patients, 24 nonhallucinating patients, and 23 healthy controls, Wernicke’s-seeded functional connectivity (FC) with left BA45/BA46 was greater in hallucinators than nonhallucinating patients, but hallucinators did not differ significantly from healthy controls.
- A voxel-based analysis found greater Wernicke’s-seeded FC in a large bilateral subcortical cluster including thalamus, midbrain, and putamen for the combined patient group versus healthy controls after false discovery rate correction; no hallucinator-versus-nonhallucinator differences survived FDR correction.
- Within that subcortical domain, the putamen showed greater FC relative to a left IFG seed in hallucinators versus nonhallucinating patients (t(52) = 2.7, p = .009 × 3 = .027 after Bonferroni correction).
- FC summed along a loop linking Wernicke’s, left IFG, and putamen was greater for hallucinators than nonhallucinating patients and healthy controls (F(2,76) = 9.84, p = 0.0002); at a cut-off score of 0.5, sensitivity was 0.78 and specificity was 0.67 versus nonhallucinating patients and 0.65 versus healthy controls.
Methods
- Functional connectivity was computed from fMRI BOLD data in 32 patients with schizophrenia reporting AVHs, 24 similarly diagnosed patients without hallucinations, and 23 healthy controls; the bilateral Wernicke’s seed was defined from activation during AVHs in a prior study.
- Left IFG ROIs (BA44, BA45, BA46, BA47) were analyzed with a linear mixed model; exploratory voxel-based FC used FDR correction; subcortical ROIs included putamen, thalamus, and midbrain.
- A follow-up composite FC measure summed connectivity along the Wernicke’s–IFG–putamen loop; group effects were tested with univariate linear models and ANCOVAs controlling for button-pressing and negative symptoms.
Limitations
- Stated: the authors cannot rule out that elevated corticostriatal FC is secondary to repeated AVH experience rather than causal; the FC method does not distinguish absent positive BOLD correlation from greater anti-correlation; partial overlap between groups suggests other unidentified factors; the Wernicke’s seed may be suboptimal on a subject-by-subject basis; and conclusions based on equivalence of FC in button-pressing versus non-button-pressing hallucinators must remain tentative.
- Stated: a positive but nonsignificant correlation was found between hallucination frequency and corticostriatal FC among the 11 patients who signaled events during scanning, and this could reflect either vulnerability or coactivation from hallucination events themselves.
- Evident from the text: the design is cross-sectional, almost all patients were receiving antipsychotic drugs (all but 3), and the sample size is modest, so causal direction and generalizability are not established.
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Claims the paper makes
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- Findingown data
A large bilateral subcortical cluster exhibited greater Wernicke's-seeded FC in the combined patient group compared with healthy controls after FDR correction.
“A large, bilateral subcortical cluster was detected in the combined patient group relative to healthy controls after FDR correction (Figure 2, and Table S1 in the Supplement).”
- Also stated in: § Follow-up analysis of a corticostriatal loop · plain
“a voxel-based analysis revealed a large cluster of subcortical voxels exhibiting excessive FC relative to the Wernicke’s seed region when comparing the combined patient group to healthy controls following FDR correction.”
Quote in the paperSubstantial claim - Also stated in: § Follow-up analysis of a corticostriatal loop · plain
- Findingown data
After FDR correction at p=0.05, no region expressed FC differences when comparing hallucinators and nonhallucinating patients.
“After false discovery rate (FDR) correction (55) with cut-off set at p=0.05, no region expressed FC differences when comparing hallucinators and nonhallucinating patients.”
- Also stated in: § Follow-up analysis of a corticostriatal loop · plain
“An exploratory, voxel-based analysis did not reveal any differences in Wernicke’s-seeded FC comparing hallucinating and nonhallucinating patients after FDR correction.”
Quote in the paperSubstantial claim - Also stated in: § Follow-up analysis of a corticostriatal loop · plain
- Findingown data
A left IFG cluster showed greater FC relative to the Wernicke's seed region in hallucinators compared with nonhallucinating patients at an uncorrected cut-off of p=0.005.
“a second seed region was defined as the left IFG cluster showing greater FC relative to the Wernicke’s seed region comparing hallucinators with non-hallucinating patients at an uncorrected cut-off level of p=0.005 (Figure 1B).”
Quote in the paperSubstantial claim - Findingown data
After eliminating hallucinators who signaled AVHs during scanning and including negative symptoms as a covariate, remaining hallucinators showed significantly greater Wernicke's-seeded FC with left BA45 and BA46 compared to nonhallucinating patients.
“Significantly greater Wernicke’s-seeded FC for remaining hallucinators compared to nonhallucinating patients was confirmed (for FC with left BA45, F(2,53)=4.4, p=.018; for FC with left BA46, F(2,53)=7.6, p=.001).”
Quote in the paperSubstantial claim - Findingown data
An ANCOVA comparing hallucinators and healthy controls controlling for button-press frequency and duration revealed a parallel group difference (F(1,51)=12.9, p=0.001).
“An ANCOVA comparing hallucinators and healthy controls controlling for button-press frequency and duration revealed a parallel group difference (F(1,51)=12.9, p=0.001).”
Quote in the paperSubstantial claim
- Findingown data
The putamen demonstrated elevated IFG-seeded FC in hallucinators compared to nonhallucinating patients after Bonferroni correction.
“One of these regions, the putamen, demonstrated elevated IFG-seeded FC in hallucinators comparing to nonhallucinating patients after Bonferroni correction.”
- Also stated in: § Follow-up analysis of a corticostriatal loop · boosted
“One of these regions, the putamen, demonstrated excessive IFG-seeded FC when hallucinators were contrasted with non-hallucinating patients (t(52) = 2.7, p=.009 × 3 = .027 after Bonferroni correction).”
Quote in the paperSubstantial claim - Also stated in: § Follow-up analysis of a corticostriatal loop · boosted
- Findingown data
Diverse cortical regions exhibited reduced FC relative to Wernicke's seed in the combined patient group compared to healthy controls.
“diverse cortical regions, moreover, exhibited reduced FC (Figure 2; and Table S1 in the Supplement).”
Quote in the paperNot a substantial claim - Findingown data
Corticostriatal FC for hallucinators remained robustly greater than for nonhallucinating patients after adjusting for button-press frequency and duration and negative symptoms (F(1,51)=18.9, p=0.00007).
“Corticostriatal FC for hallucinators remained robustly greater than for nonhallucinating patients after these adjustments (F(1,51)=18.9, p=0.00007).”
Quote in the paperSubstantial claim - Findingown data
Correlation between network FC and number of hospitalizations was nonsignificant (R=−0.21).
“correlation between network FC and number of hospitalizations was computed and found to be nonsignificant (R= −0.21).”
Quote in the paperNot a substantial claim - Findingown data
Wernicke's seeded functional connectivity with some subregions of left inferior frontal gyrus was greater in hallucinators compared to nonhallucinating patients.
“Although Wernicke’s seeded FC with some subregions of left IFG was, as predicted, greater in hallucinators compared to nonhallucinating patients”
Quote in the paperSubstantial claim - Findingown data
Functional connectivity summed along a loop linking the striatal site, the inferior frontal gyrus seed region, and the original Wernicke's seed region was robustly elevated for hallucinators compared to both nonhallucinating patients and healthy controls.
“FC summed along a loop linking this striatal site, the IFG seed region, and the original Wernicke’s seed region was robustly elevated for hallucinators compared to both nonhallucinating patients and healthy controls”
Quote in the paperSubstantial claim - Findingown data
Within that subcortical domain, the putamen exhibited greater functional connectivity relative to a secondary left inferior frontal gyrus seed region when contrasting hallucinating patients with nonhallucinating patients.
“Within that subcortical domain, the putamen exhibited greater FC relative to a secondary left IFG seed region when contrasting hallucinating patients with nonhallucinating patients.”
Quote in the paperSubstantial claim - Findingown data
The study failed to detect a parallel group difference in Wernicke's seeded functional connectivity with left inferior frontal gyrus when hallucinators were compared to healthy controls.
“we failed to detect a parallel group difference when hallucinators were compared to healthy controls”
Quote in the paperSubstantial claim - Findingown data
The reduced functional connectivity between the seed region and the anterior cingulate was not specific to hallucinators.
“however, this finding was not specific to hallucinators.”
Quote in the paperSubstantial claim - Findingown data
After FDR correction, voxel-based analysis revealed supranormal functional connectivity in a large subcortical domain for the combined group of hallucinating and nonhallucinating patients.
“After FDR correction, this analysis revealed supranormal FC in a large, subcortical domain for the combined group of hallucinating and nonhallucinating patients.”
Quote in the paperSubstantial claim - Findingown data
The study detected reduced functional connectivity between its seed region and the anterior cingulate in patients compared to controls.
“we also detected reduced FC between our seed region and the anterior cingulate in patients compared to controls (Figure 2)”
Quote in the paperNot a substantial claim - Findingown data
Pooling data from the two patient groups, correlation between corticostriatal FC and antipsychotic drug dose (chlorpromazine equivalents) was nonsignificant (R=0.08).
“Pooling data from the two patient groups, correlations between corticostriatal FC and antipsychotic drug dose (tallied as chlorpromazine equivalents) was found to be nonsignificant (R=0.08).”
Quote in the paperNot a substantial claim - Findingown data
Mean corticostriatal functional connectivity for high-frequency, button-pressing hallucinators was virtually identical compared with remaining hallucinators.
“Most importantly, mean corticostriatal FC for high-frequency, button-pressing hallucinators was virtually identical compared with remaining hallucinators.”
Quote in the paperSubstantial claim - Findingown data
Remaining hallucinators still demonstrated significantly greater corticostriatal functional connectivity compared to the other two groups.
“Remaining hallucinators still demonstrated significantly greater corticostriatal FC compared to the other two groups.”
Quote in the paperSubstantial claim - Findingown data
A positive albeit non-significant correlation was detected between frequency of hallucinations and corticostriatal functional connectivity among the eleven patients who signaled these events motorically during scanning.
“Fourth, a positive albeit non-significant correlation was detected between frequency of hallucinations and corticostriatal FC among the eleven patients who signaled these events motorically during scanning.”
Quote in the paperNot a substantial claim - Premisecitation
Higher levels of inter-region functional coordination can facilitate emergence of neural activity as conscious percepts.
“Higher levels of inter-region functional coordination can facilitate emergence of neural activity as conscious percepts.”
- Also stated in: § Conclusions · boosted
“studies demonstrating that inter-region functional coordination plays an important role in determining whether neural activity is experienced consciously as percepts (10–13).”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [10] Cosmelli, 2004, Waves of consciousness: Ongoing cortical patterns during binocular rivalry, Neuroimage source
Not checked in the free run.
- cites [11] Sergent, 2004, Neural processes underlying conscious perception: experimental findings and a global neuronal workspace framework, J Physiol Paris source
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- cites [12] Melloni, 2007, Synchronization of neural activity across cortical areas correlates with conscious perception, J Neurosci source
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- cites [13] John, 2002, The neurophysics of consciousness, Brain Res Brain Res Rev source
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- Also stated in: § Conclusions · boosted
- Premisecitation
A second distinguishing feature of AVHs is verbal content experienced as uncharacteristic of the patient's own inner speech.
“A second distinguishing feature of AVHs is verbal content experienced as uncharacteristic of the patient’s own inner speech.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [9] Hoffman, 2008, Experiential features used by patients with schizophrenia to differentiate voices from ordinary verbal thought, Psychol Med source
Not checked in the free run.
- Premisecitation
Patients rely on aspects of AVH experience other than vividness or loudness to distinguish AVHs from typical inner speech.
“A phenomenological study found, however, that patients rely on other aspects of AVH experience to distinguish them from their typical inner speech (9).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [9] Hoffman, 2008, Experiential features used by patients with schizophrenia to differentiate voices from ordinary verbal thought, Psychol Med source
Not checked in the free run.
- Interpretationreasoning
These experiential features of AVHs are not readily explained by disrupted efferent copy projections during inner speech.
“These experiential features of AVHs are not readily explained by disrupted efferent copy projections during inner speech.”
Quote in the paperSubstantial claim - Study design and conductown data
The three groups were well-matched in terms of age, gender, and education.
“The three groups were well-matched in terms of age, gender and education.”
Quote in the paperSubstantial claim - Interpretationown data
Hyperconnectivity intrinsic to one component in a functional loop may be counterbalanced by hypoconnectivity in other components of that loop.
“our data support a more complex view whereby hyperconnectivity intrinsic to one component in a functional loop may be counterbalanced by hypoconnectivity in other components of that loop.”
Quote in the paperSubstantial claim - Interpretationreasoning
Excessive functional coordination linking the putamen with the bilateral Wernicke's seed region in patients with schizophrenia overall may produce an overabundance of language representations that can become hallucinogenic.
“excessive functional coordination linking this region with the bilateral Wernicke’s seed region in patients with schizophrenia overall may produce an overabundance of language representations that can become hallucinogenic.”
Quote in the paperSubstantial claim - Premisecitation
A primate study has demonstrated widespread anatomic connectivity linking the putamen and temporal cortices.
“A primate study has demonstrated widespread anatomic connectivity linking the putamen and temporal cortices (63).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [63] Yeterian, 1998, Corticostriatal connections of the superior temporal region in rhesus monkeys, J Comp Neurol source
Not checked in the free run.
- Interpretationcitation
Functional lability in the putamen could induce higher functional coordination with temporal regions.
“Functional lability in the former could therefore induce higher functional coordination with these temporal regions.”
Quote in the paperSubstantial claim - Premisecitation
Gavrilescu et al. reported reductions in cross-hemisphere resting functional connectivity linking the primary and secondary auditory cortices in hallucinating patients when compared with nonhallucinating patients and healthy controls.
“Gavrilescu et al. (66) examined cross-hemisphere resting FC linking the primary and secondary auditory cortices and reported reductions in hallucinating patients when compared with nonhallucinating patients and healthy controls.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [66] Gavrilescu, 2010, Reduced connectivity of the auditory cortex in patients with auditory hallucinations: A resting state functional magnetic resonance imaging study, Psychol Med source
Not checked in the free run.
- Premisecitation
Greater regional fluctuations in the patient group were detected only in the bilateral putamen.
“Greater regional fluctuations in the patient group were detected only in the bilateral putamen (64).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [64] Huang, 2010, Localization of cerebral functional deficits in treatment-naive, first-episode schizophrenia using resting-state fMRI, Neuroimage source
Not checked in the free run.
- Interpretationown data
Higher levels of functional coordination intrinsic to a corticostriatal loop comprise a causal factor leading to AVHs in schizophrenia.
“These findings suggest that higher levels of functional coordination intrinsic to a corticostriatal loop comprise a causal factor leading to AVHs in schizophrenia.”
Quote in the paperSubstantial claim- Rests on an assumption: Summing functional connectivity between the Wernicke’s seed, left IFG seed, and putamen indexes a functional corticostriatal loop relevant to AVHs.
- Interpretationcitation
Auditory/verbal hallucinations are blocked in a patient subgroup by partial disconnection of frontotemporal and frontostriatal pathways that ordinarily underlie speech generation, imagery and perception.
“Our findings suggest that AVHs are blocked in a patient subgroup, however, by partial disconnection of frontotemporal and frontostriatal pathways that ordinarily underlie speech generation, imagery and perception (22–25,56,58).”
Quote in the paperSubstantial claim0 of 6 sources checked- cites [22] McGuire, 1996, Functional anatomy of inner speech and auditory verbal imagery, Psychol Med source
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- cites [23] Shergill, 2001, A functional study of auditory verbal imagery, Psychol Med source
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- cites [24] Friederici, 2002, Toward a neural basis of auditory sentence processing, Tr Cognit Sci source
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- cites [25] Peelle, 2004, Dissociable patterns of brain activity during comprehension of rapid and syntactically complex speech: Evidence from fMRI, Brain Lang source
Not checked in the free run.
- cites [56] Booth, 2007, The role of the basal ganglia and cerebellum in language processing, Brain Res source
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- cites [58] Price, 2010, The anatomy of language: A review of 100 fMRI studies published in 2009, Ann N Y Acad Sci source
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- Premisecitation
Within the Vercammen et al. patient group, severity of auditory/verbal hallucinations was correlated with the degree of reduction of temporoparietal functional connectivity to the anterior cingulate cortex.
“Within the patient group, severity of AVHs was correlated with the degree of reduction of temporoparietal FC to the anterior cingulate cortex.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [65] Vercammen, 2010, Auditory hallucinations in schizophrenia are associated with reduced functional connectivity of the temporo-parietal area, Biol Psychiatry source
Not checked in the free run.
- Interpretationown data
The combined functional connectivity measure along the corticostriatal loop is an indicator of auditory/verbal hallucination vulnerability.
“suggesting that this combined FC measure is an indicator of AVH vulnerability.”
Quote in the paperSubstantial claim - Study design and conductreasoning
The Wernicke's seed region delineated according to BOLD activation associated with auditory/verbal hallucinations averaged across a prior subject group is likely to have been suboptimal on a subject-by-subject basis in accessing that subject's hallucinogenic network.
“Therefore the Wernicke’s seed region delineated according to BOLD activation associated with AVHs averaged across a prior subject group is likely to have been suboptimal on a subject-by-subject basis in accessing that subject’s hallucinogenic network.”
Quote in the paperSubstantial claim - Interpretationown data
Elevated corticostriatal functional connectivity in hallucinators reflects primarily a factor associated with hallucination vulnerability rather than a downstream consequence of hallucination events.
“These findings, considered together, suggest that elevated corticostriatal FC in hallucinators reflects primarily a factor associated with hallucination vulnerability rather than a downstream consequence of hallucination events.”
Quote in the paperSubstantial claim - Study design and conductreasoning
Using a group-averaged Wernicke's seed region was necessary because most patients do not hallucinate at a frequency range that permits patient-specific delineation of regional fMRI activation coincident with these experiences.
“This approach was necessary, however, since most patients do not hallucinate at a frequency range that permits patient-specific delineation of regional fMRI activation coincident with these experiences.”
Quote in the paperSubstantial claim- Rests on an assumption: Most patients do not hallucinate at a frequency range that permits patient-specific delineation of regional fMRI activation coincident with these experiences.
- Interpretationreasoning
Heightened functional coordination across a corticostriatal loop in hallucinators that incorporates posterior temporal regions could render these regions less responsive to suppressive efferent copy projections during internally-generated language, thereby amplifying sensory attributes.
“Heightened functional coordination across a corticostriatal loop in hallucinators that incorporates posterior temporal regions could render these regions less responsive to suppressive efferent copy projections during internally-generated language, thereby amplifying sensory attributes.”
Quote in the paperSubstantial claim - Study design and conductown data
Debriefing after scanning did not suggest that some patients with low-frequency hallucinations outside the scanner experienced higher hallucination rates during scanning.
“although debriefing after scanning did not suggest that this was the case.”
Quote in the paperSubstantial claim - Study design and conductreasoning
The study cannot rule out the possibility that elevated corticostriatal functional connectivity in hallucinators, at least in part, is secondary to repeated experience of auditory/verbal hallucinations over months to years, rather than a causal factor.
“Therefore, we cannot rule out the possibility that elevated corticostriatal FC in hallucinators, at least in part, is secondary to repeated experience of AVHs over months to years, rather than a causal factor.”
Quote in the paperSubstantial claim - Premisecitation
The localization of normal language processes in cortical areas is quite divergent across subjects.
“It is also worth noting that the localization of normal language processes in cortical areas is quite divergent across subjects (69).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [69] Ojemann, 2008, Cortical language localization in left, dominant hemisphere, J Neurosurg source
Not checked in the free run.
- Interpretationreasoning
The partial overlap of corticostriatal functional connectivity between groups suggests that other factors not identified in this study contribute to the genesis of auditory/verbal hallucinations.
“Third, the partial overlap of corticostriatal FC between groups suggests that other factors not identified in this study contribute to the genesis of AVHs.”
Quote in the paperSubstantial claim
- May combine two claims. 16
- Classified as probably not a substantial claim. 21
- The quote only partly states this claim. 1
May combine two claims.
Findingown dataThere was no main effect of button-pressing on corticostriatal FC (F(1,73)=2.61, p=0.11), but trend-level evidence of a group × button-pressing interaction (F(2,73)=2.55, p=0.085).
“There was no main effect of button-pressing (F(1,73)=2.61, p=0.11), but trend-level evidence of a group × button-pressing interaction (F(2,73)=2.55, p=0.085).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAfter adding button-pressing during fMRI as a second categorical fixed effect, a similar group effect remained (F(2,73)=9.9, p=0.0002), with hallucinating patients significantly greater than nonhallucinating patients and healthy controls.
“A similar group effect remained (F(2,73) = 9.9, p = 0.0002, with hallucinating patients significantly greater than nonhallucinating patients and healthy controls (pairwise Duncan post hoc tests with α=0.05).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAfter eliminating hallucinators who signaled hallucinations during scanning, a significant group effect on corticostriatal loop FC was again detected (F(2,65)=7.54, p=0.001), with remaining hallucinating patients demonstrating greater corticostriatal FC compared to both nonhallucinating patients and healthy controls, who were not significantly different.
“A significant group effect was again detected (F(2,65) = 7.54, p = 0.001), with remaining hallucinating patients demonstrating statistically greater corticostriatal FC compared to both nonhallucinating patients and healthy controls, who were not significantly different from each other (pairwise Duncan post hoc tests with α=0.05).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataHealthy controls demonstrated greater Wernicke's FC with left BA47 compared to both patient groups, who were not different from each other.
“Healthy controls demonstrated greater Wernicke’s FC with left BA47 compared to both patient groups, who were not different from each other for this measure (Table 2).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataBoth hallucinators and healthy controls demonstrated greater Wernicke's-seeded FC with left BA45 and BA46 compared to nonhallucinating patients, but were not significantly different from each other.
“Both hallucinators and healthy controls demonstrated greater Wernicke’s-seeded FC with left BA45 and BA46 compared to nonhallucinating patients, but were not significantly different from each other (Table 2).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe composite corticostriatal loop FC measure demonstrated a significant group effect (F(2,76)=9.84, p=0.0002), with hallucinators greater than nonhallucinating patients and healthy controls, who did not differ from each other.
“This composite FC measure demonstrated a significant group effect (F(2,76)=9.84, p= 0.0002), with hallucinators greater than nonhallucinating patients and healthy controls, who were not different from each (Duncan pairwise comparisons with α=0.05; Figure 4).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataWernicke's-seeded FC with left IFG ROIs showed a main effect of group (F(2,76)=5.04, p=.009), a main effect of subregion (F(3,76)=15.08, p<.0001), and a group × subregion interaction (F(6,76)=2.87, p=.014).
“These data yielded a main effect for group (F(2,76) = 5.04, p = .009) and subregion (F(3,76)=15.08, p <.0001) with a significant group x subregion interaction (F(6,76)=2.87, p =.014).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataUsing a corticostriatal FC cut-off score of 0.5, sensitivity in classifying patients correctly as hallucinators was 0.78, specificity was 0.67 relative to nonhallucinating patients and 0.65 relative to healthy controls.
“Using a corticostriatal FC cut-off score of 0.5, sensitivity in classifying patients correctly as hallucinators was 0.78, while specificity was 0.67 relative to nonhallucinating patients and 0.65 relative to healthy controls.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe correlation between corticostriatal FC and frequency of hallucination events among patients who signaled these events during scanning was positive but not significant (N=11, Spearman rho=0.50, p=0.11).
“The correlation between corticostriatal FC and frequency of hallucination events among patients who signaled these events during scanning was found to be positive although not significant due to small sample size (N=11, Spearman rho=0.50, p=0.11).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataCross-hemisphere functional connectivity linking left and right components of the more posterior Wernicke's seed region was significantly greater for healthy controls compared to nonhallucinating patients, with hallucinators intermediate and not significantly different than either group.
“Cross-hemisphere FC linking these two locations was significantly greater for healthy controls compared to nonhallucinating patients, with hallucinators intermediate and not significantly different than either group.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationNetwork coordination involving inferior frontal and temporal regions during speech perception has been detected as elevated functional connectivity computed from interregional correlations of fMRI activity.
“Network coordination involving inferior frontal and temporal regions during speech perception has been detected as elevated functional connectivity (FC) computed from interregional correlations of functional magnetic resonance imaging (fMRI) activity (17–20).”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [17] Obleser, 2007, Functional integration across brain regions improves speech perception under adverse listening conditions, J Neurosci source
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- cites [18] Tyler, 2008, Fronto-temporal brain systems supporting spoken language comprehension, Philos Trans R Soc Lond B Biol Sci source
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- cites [19] Peelle, 2010, Neural processing during older adults' comprehension of spoken sentences: Age differences in resource allocation and connectivity, Cereb Cortex source
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- cites [20] Londei, 2010, Sensory-motor brain network connectivity for speech comprehension, Hum Brain Mapp source
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Classified as probably not a substantial claim.
PremisecitationFunctional pathways critical to vision, motor function, audition, language, reading, and attention are detectable as enhanced FC computed from at rest inter-region oscillatory synchronization determined via fMRI.
“Functional pathways critical to vision, motor function, audition, language, reading, and attention are detectable as enhanced FC computed from at rest inter-region oscillatory synchronization determined via functional magnetic resonance imaging (34–42).”
Quote in the paperSubstantial claim0 of 9 sources checked- cites [34] Biswal, 1995, Functional connectivity in the motor cortex of resting human brain using echo-planar MRI, Magn Reson Med source
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- cites [35] Lowe, 1998, Functional connectivity in single and multislice echoplanar imaging using resting-state fluctuations, Neuroimage source
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- cites [36] Xiong, 1999, Interregional functional connectivity to primary motor cortex revealed using MIR resting state images, Hum Brain Mapp source
Not checked in the free run.
- cites [37] Cordes, 2000, Mapping functionally related regions of brain with functional connectivity MR imaging, AJNR Am J Neuroradiol
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- cites [38] Hampson, 2002, Detection of functional connectivity using temporal correlations in MR images, Hum Brain Mapp source
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- cites [39] Fox, 2006, Spontaneous neuronal activity distinguishes human dorsal and ventral attention systems, Proc Natl Acad Sci U S A source
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- cites [40] Hampson, 2006, Connectivity-behavior analysis reveals that functional connectivity between left BA39 and Broca's area varies with reading ability, Neuroimage source
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- cites [41] Seeley, 2007, Dissociable intrinsic connectivity networks for salience processing and executive control, J Neurosci source
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- cites [42] Shmuel, 2008, Neuronal correlates of spontaneous fluctuations in fMRI signals in monkey visual cortex: implications for functional connectivity at rest, Hum Brain Mapp source
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May combine two claims.
PremisecitationAVHs are generally cast in distinct, nonself speaking voices, whereas inner speech is typically cast in the first-person voice.
“For instance, AVHs generally are cast in distinct, nonself speaking voices, whereas inner speech is typically cast in the first-person voice.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [9] Hoffman, 2008, Experiential features used by patients with schizophrenia to differentiate voices from ordinary verbal thought, Psychol Med source
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationThe left IFG is critically involved in self-generated auditory imagery of spoken speech.
“Wernicke’s-seeded FC was computed for subregions of the left IFG based on studies highlighting the critical involvement of the latter during self-generated auditory imagery of spoken speech (22,23), perception of external speech (24,25), and AVHs themselves (26,27).”
Quote in the paperSubstantial claim0 of 2 sources checkedClassified as probably not a substantial claim.
PremisecitationThe left IFG is critically involved in AVHs.
“Wernicke’s-seeded FC was computed for subregions of the left IFG based on studies highlighting the critical involvement of the latter during self-generated auditory imagery of spoken speech (22,23), perception of external speech (24,25), and AVHs themselves (26,27).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [26] Shergill, 2000, Mapping auditory hallucinations in schizophrenia using functional magnetic resonance imaging, Arch Gen Psychiatry source
Not checked in the free run.
- cites [27] Hoffman RE, Pittman B, Constable RT, Bhagwagar Z, Hampson M (in press): Time-course of regional hemodynamic activation accompanying auditory/verbal hallucinations in patients with schizophrenia-spectrum disorders. Br J Psychiatry.
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationThe left IFG is critically involved in perception of external speech.
“Wernicke’s-seeded FC was computed for subregions of the left IFG based on studies highlighting the critical involvement of the latter during self-generated auditory imagery of spoken speech (22,23), perception of external speech (24,25), and AVHs themselves (26,27).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [24] Friederici, 2002, Toward a neural basis of auditory sentence processing, Tr Cognit Sci source
Not checked in the free run.
- cites [25] Peelle, 2004, Dissociable patterns of brain activity during comprehension of rapid and syntactically complex speech: Evidence from fMRI, Brain Lang source
Not checked in the free run.
May combine two claims.
PremisecitationPatients with AVHs show non-suppression of the N100 event-related potential and impaired pre-speech inter-trial EEG coherence.
“This hypothesis is supported by studies showing non-suppression of the N100 event-related potential and impaired pre-speech inter-trial electroencephalographic (EEG) coherence in patients with AVHs (6,7).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [6] Heinks-Maldonado, 2007, Relationship of imprecise corollary discharge in schizophrenia to auditory hallucinations, Arch Gen Psychiatry source
Not checked in the free run.
- cites [7] Ford, 2007, Synch before you speak: Auditory hallucinations in schizophrenia, Am J Psychiatry source
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationNetwork coordination facilitating perceptual processing, including speech comprehension, has been detected as elevated FC.
“Network coordination facilitating perceptual processing, including speech comprehension, has been detected as elevated FC (17,20,43–47).”
Quote in the paperSubstantial claim0 of 7 sources checked- cites [17] Obleser, 2007, Functional integration across brain regions improves speech perception under adverse listening conditions, J Neurosci source
Not checked in the free run.
- cites [20] Londei, 2010, Sensory-motor brain network connectivity for speech comprehension, Hum Brain Mapp source
Not checked in the free run.
- cites [43] Sergent, 2004, Neural processes underlying conscious perception: Experimental findings and a global neuronal workspace framework, J Physiol Paris source
Not checked in the free run.
- cites [44] von Kriegstein, 2006, Implicit multisensory associations influence voice recognition, PLoS Biol source
Not checked in the free run.
- cites [45] McNamara, 2008, Neural dynamics of learning sound-action associations, PLoS ONE source
Not checked in the free run.
- cites [46] Arnal, 2009, Dual neural routing of visual facilitation in speech processing, J Neurosci source
Not checked in the free run.
- cites [47] van de Ven, 2009, Neural network of speech monitoring overlaps with overt speech production and comprehension networks: A sequential spatial and temporal ICA study, Neuroimage source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationInter-region BOLD signal oscillatory synchronization is expressed almost entirely below 0.1 Hz.
“for functional pathways; inter-region BOLD signal oscillatory synchronization is expressed almost entirely below this frequency cut-off (48).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [48] Cordes, 2001, Frequencies contributing to functional connectivity in the cerebral cortex in “‘resting-state'” data, AJNR Am J Neuroradiol
Not checked in the free run.
May combine two claims.
Study design and conductown dataHallucinators and nonhallucinating patients had near identical levels of delusions, disorganization, and composite positive symptoms, and differed at a trend level (p=0.09) for composite negative symptoms.
“Hallucinators and nonhallucinating patients had near identical levels of delusions, disorganization, and composite positive symptoms, while differing at a trend level (p =0.09) for composite negative symptoms.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationThe ventral aspect of BA46 lies in IFG, participates in language processes, and has been implicated in the genesis of AVHs.
“Although BA46 is typically viewed as a middle frontal region, its ventral aspect lies in IFG and participates in language processes (51–53) and has been implicated in the genesis of AVHs (26,54).”
Quote in the paperSubstantial claim0 of 5 sources checked- cites [51] Muller, 1997, Receptive and expressive language activations for sentences: A PET study, Neuroreport source
Not checked in the free run.
- cites [52] Klein, 1995, The neural substrates underlying word generation: A bilingual functional-imaging study, Proc Natl Acad Sci U S A source
Not checked in the free run.
- cites [53] Dronkers, 2004, Lesion analysis of the brain areas involved in language comprehension, Cognition source
Not checked in the free run.
- cites [26] Shergill, 2000, Mapping auditory hallucinations in schizophrenia using functional magnetic resonance imaging, Arch Gen Psychiatry source
Not checked in the free run.
- cites [54] Lennox, 2000, The functional anatomy of auditory hallucinations in schizophrenia, Psychiatry Res source
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationIn a prior fMRI study, sites in left posterior BA22 and right BA21/22 activated concurrent with AVH events in a non-overlapping patient group.
“A bilateral Wernicke’s seed region comprised of sites in left posterior BA22 and a right homologous site in BA21/22 (Figure 1A) was delineated based on an earlier fMRI study showing activation in these sites concurrent with AVH events in a non-overlapping patient group (21).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [21] Hoffman, 2008, The time course of regional brain activation associated with onset of auditory/verbal hallucinations, Br J Psychiatry source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe midbrain region incorporated monoamine neuronal centers implicated in the pathophysiology of schizophrenia.
“The third region was in the midbrain, and incorporated monoamine neuronal centers implicated in the pathophysiology of schizophrenia (60,61).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [60] Harrison, 1999, The neuropathology of schizophrenia, Brain source
Not checked in the free run.
- cites [61] Kapur, 2003, Psychosis as a state of aberrant salience: A framework linking biology, phenomenology, and pharmacology in schizophrenia, Am J Psychiatry source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationVercammen et al. patients demonstrated subnormal temporoparietal functional connectivity linking to the right inferior frontal gyrus.
“Their patients demonstrated subnormal temporoparietal FC linking to the right IFG.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [65] Vercammen, 2010, Auditory hallucinations in schizophrenia are associated with reduced functional connectivity of the temporo-parietal area, Biol Psychiatry source
Not checked in the free run.
May combine two claims.
PremisecitationThe putamen and thalamus are involved in initiating and organizing language representations and have been shown to be activated coincident with AVH occurrences.
“The first two were in the putamen and thalamus, which are involved in initiating and organizing language representations ordinarily (56–58), and have been shown to be activated coincident with AVH occurrences in two reports (26,59).”
Quote in the paperSubstantial claim0 of 5 sources checked- cites [56] Booth, 2007, The role of the basal ganglia and cerebellum in language processing, Brain Res source
Not checked in the free run.
- cites [57] Bhatnagar, 2005, Effects of intralaminar thalamic stimulation on language functions, Brain Lang source
Not checked in the free run.
- cites [58] Price, 2010, The anatomy of language: A review of 100 fMRI studies published in 2009, Ann N Y Acad Sci source
Not checked in the free run.
- cites [26] Shergill, 2000, Mapping auditory hallucinations in schizophrenia using functional magnetic resonance imaging, Arch Gen Psychiatry source
Not checked in the free run.
- cites [59] Silbersweig, 1995, A functional neuroanatomy of hallucinations in schizophrenia, Nature source
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductreasoningNonhallucinating patients and healthy controls were instructed to press a button at random intervals approximating rates and durations of hallucinating patients to control for motor effects of button pressing during scanning.
“In order to control for effects of motorically depressing a button during scanning, some nonhallucinating patients (N=9) and normal control subjects (N=11) were instructed to depress a button spontaneously at random intervals approximating button depression rates and durations generated by hallucinating patients.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationThe putamen plays a critical role in initiating language representations.
“Insofar as the putamen plays a critical role in initiating language representations (58)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [58] Price, 2010, The anatomy of language: A review of 100 fMRI studies published in 2009, Ann N Y Acad Sci source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataApproximately normal distributions for the FC variables were confirmed using normal probability plots and Kolmogorov-Smirnov test statistics.
“Prior to group comparisons, approximately normal distributions for the FC variables described above were confirmed using normal probability plots and Kolmogorov-Smirnov test statistics.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationIntensive learning can enhance inter-region functional connectivity.
“First, intensive learning can enhance inter-region FC (68).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [68] Lewis, 2009, Learning sculpts the spontaneous activity of the resting human brain, Proc Natl Acad Sci U S A source
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationRaij et al. reported that subjective ratings of the reality of auditory/verbal hallucinations were positively correlated with enhanced coupling linking left inferior frontal gyrus to bilateral auditory cortices and posterior temporal lobes elicited by auditory/verbal hallucinations.
“Raij et al. reported that subjective ratings of the reality of AVHs were positively correlated with enhanced coupling linking left IFG to bilateral auditory cortices and posterior temporal lobes elicited by AVHs (67).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [67] Raij, 2009, Reality of auditory verbal hallucinations, Brain source
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductreasoningConclusions based on the equivalence of functional connectivity observed for the button-pressing versus non-button-pressing hallucinators must remain tentative.
“Therefore conclusions based on the equivalence of FC observed for the button-pressing vs. non-button-pressing hallucinators must remain tentative.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningHigher levels of functional coordination, if mediated by excitatory inter-region projections, could lead to episodic coactivation that further increases functional connectivity.
“Higher levels of functional coordination, if mediated by excitatory inter-region projections, could lead to episodic coactivation that further increases FC.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductreasoningInstructing patients to signal hallucinations with button-presses could have introduced a bias unique to that group since there is no comparable internal monitoring condition for nonhallucinating subjects.
“To do so could have introduced a bias unique to that group since there is no comparable internal monitoring condition for nonhallucinating subjects.”
Quote in the paperSubstantial claim- Rests on an assumption: There is no comparable internal monitoring condition for nonhallucinating subjects.
May combine two claims. The quote only partly states this claim.
Interpretationown dataThe positive non-significant correlation between hallucination frequency and corticostriatal functional connectivity is consistent with the hypothesis that higher corticostriatal functional connectivity increases hallucination vulnerability.
“This finding is consistent with the hypothesis that higher corticostriatal FC increases hallucination vulnerability.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe positive non-significant correlation between hallucination frequency and corticostriatal functional connectivity could also reflect the impact of heightened coactivation due to hallucination events themselves that enhances inter-regional correlations.
“However, this finding could also reflect the impact of heightened coactivation due to hallucination events themselves that enhances inter-regional correlations.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningThe possibility that some patients with low-frequency hallucinations outside the scanner experienced higher hallucination rates during scanning cannot be ruled out because many hallucinating patients were not instructed to signal hallucinations with button-presses during scanning.
“This possibility cannot be ruled out since many hallucinating patients were not instructed to signal hallucinations with button-presses during scanning.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe method for computing functional connectivity does not specify whether lower functional connectivity values are due to absent positive BOLD correlations versus greater BOLD anti-correlation, which may have different physiological origins.
“Second, our method for computing FC does not specify whether lower FC values are due to absent positive BOLD correlations versus greater BOLD anti-correlation, which may have different physiological origins.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
Summing functional connectivity between the Wernicke’s seed, left IFG seed, and putamen indexes a functional corticostriatal loop relevant to AVHs.
“IFG-seeded FC with the putamen, Wernicke’s-seeded FC with the putamen, and Wernicke’s-seeded FC with the IFG seed region were summed together to trace a corticostriatal loop (Figure S1 in the Supplement).”
“To delineate a functional loop possibly underlying AVHs, a second seed region was defined as the left IFG cluster showing greater FC relative to the Wernicke’s seed region comparing hallucinators with non-hallucinating patients at an uncorrected cut-off level of p=0.005 (Figure 1B).”
The paper relies on this without support.
Most patients do not hallucinate at a frequency range that permits patient-specific delineation of regional fMRI activation coincident with these experiences.
“since most patients do not hallucinate at a frequency range that permits patient-specific delineation of regional fMRI activation coincident with these experiences.”
The paper relies on this without support.
There is no comparable internal monitoring condition for nonhallucinating subjects.
“since there is no comparable internal monitoring condition for nonhallucinating subjects.”
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?
Potential pathways suggested by MRI studies of hallucinations include right hemisphere homologues of language areas, hippocampal cortex, and subcortical structures.
“Potential pathways suggested by MRI studies of hallucinations include right hemisphere homologues of language areas (Sommer et al., 2008), hippocampal cortex (Diederen, Neggers et al., 2010), and subcortical structures (Hoffman, Fernandez, Pittman, & Hampson, 2011).”
From Inner Speech: Development, Cognitive Functions, Phenomenology, and Neurobiology (2015) · cites this paper as Hoffman, Fernandez, Pittman, & Hampson, 2011
A better model to explain AVHs involves the surfacing of 'unbidden thoughts' into consciousness, through a hyperconnected corticostriatal loop involving Wernicke's area and its right homologue, the left inferior frontal gyrus, and the putamen bilaterally.
“Hoffman et al. (2011) have argued that a better model to explain AVHs involves the surfacing of ‘unbidden thoughts’ into consciousness, through a hyperconnected corticostriatal loop involving Wernicke's area and its right homologue, the left inferior frontal gyrus, and the putamen bilaterally.”
From Auditory verbal hallucinations as atypical inner speech monitoring, and the potential of neurostimulation as a treatment option (2013) · cites this paper as Hoffman et al., 2011
Statistics recomputed
Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.
- ConsistentF(2, 76) = 5.04reported p = .009 · recomputed p = .009
“F(2,76) = 5.04, p = .009”
- ConsistentF(3, 76) = 15.08reported p < .0001 · recomputed p < .001
“F(3,76)=15.08, p < .0001”
- ConsistentF(6, 76) = 2.87reported p = .014 · recomputed p = .014
“F(6,76)=2.87, p = .014”
- ConsistentF(2, 53) = 4.4reported p = .018 · recomputed p = .017
“F(2,53)=4.4, p = .018”
- ConsistentF(2, 53) = 7.6reported p = .001 · recomputed p = .001
“F(2,53)=7.6, p = .001”
- Consistentt(52) = 2.7reported p = .009 · recomputed p = .009
“t(52) = 2.7, p = .009”
- ConsistentF(2, 76) = 9.84reported p = .0002 · recomputed p < .001
“F(2,76)=9.84, p = .0002”
- ConsistentF(1, 51) = 18.9reported p = .00007 · recomputed p < .001
“F(1,51)=18.9, p = .00007”
- ConsistentF(1, 51) = 12.9reported p = .001 · recomputed p < .001
“F(1,51)=12.9, p = .001”
- ConsistentF(2, 65) = 7.54reported p = .001 · recomputed p = .001
“F(2,65) = 7.54, p = .001”
- ConsistentF(2, 73) = 9.9reported p = .0002 · recomputed p < .001
“F(2,73) = 9.9, p = .0002”
- ConsistentF(1, 73) = 2.61reported p = .11 · recomputed p = .111
“F(1,73)=2.61, p = .11”
- ConsistentF(2, 73) = 2.55reported p = .085 · recomputed p = .085
“F(2,73)=2.55, p = .085”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Self-check results appear here once an independent check has confirmed them.
Cites
The assessment and analysis of handedness: The Edinburgh inventory
Oldfield, R. C. (1971) · Neuropsychologia · doi:10.1016/0028-3932(71)90067-4 · Cited by 35,900 · see citing works
The Positive and Negative Syndrome Scale (PANSS) for schizophrenia.
Kay, S. R., Fiszbein, A., & Opler, L. A. (1987) · Schizophrenia Bulletin · doi:10.1093/schbul/13.2.261 · Cited by 21,378 · see citing works
Co-Planar Stereotaxic Atlas of the Human Brain
Talairach, J., & Tournoux, P. (1988) · Medical Entomology and Zoology · Cited by 11,798 · see citing works
Functional connectivity in the motor cortex of resting human brain using echo‐planar mri
Biswal, B., Zerrin Yetkin, F., Haughton, V. M., & Hyde, J. S. (1995) · Magnetic Resonance in Medicine · doi:10.1002/mrm.1910340409 · Cited by 9,812 · see citing works
Co-planar stereotaxic atlas of the human brain
Laitinen, L. (1989) · Clinical Neurology and Neurosurgery · doi:10.1016/0303-8467(89)90128-5 · Cited by 7,565 · see citing works
Dissociable intrinsic connectivity networks for salience processing and executive control
Seeley, W. W., Menon, V., Schatzberg, A. F., Keller, J., Glover, G. H., Kenna, H., Reiss, A. L., & Greicius, M. D. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.5587-06.2007 · Cited by 7,426 · see citing works
Thresholding of statistical maps in functional neuroimaging using the false discovery rate
Genovese, C. R., Lazar, N. A., & Nichols, T. (2002) · NeuroImage · doi:10.1006/nimg.2001.1037 · Cited by 4,923 · see citing works
Kapur, S. (2003) · American Journal of Psychiatry · doi:10.1176/appi.ajp.160.1.13 · Cited by 2,813 · see citing works
Towards a neural basis of auditory sentence processing
Friederici, A. D. (2002) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01839-8 · Cited by 2,231 · see citing works
Spontaneous neuronal activity distinguishes human dorsal and ventral attention systems
Fox, M. D., Corbetta, M., Snyder, A. Z., Vincent, J. L., & Raichle, M. E. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0604187103 · Cited by 2,101 · see citing works
Chlorpromazine Equivalent Doses for the Newer Atypical Antipsychotics
Woods, S. W. (2003) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.v64n0607 · Cited by 2,056 · see citing works
The neuropathology of schizophrenia
Harrison, P. J. (1999) · Brain · doi:10.1093/brain/122.4.593 · Cited by 1,677 · see citing works
Cortical language localization in left, dominant hemisphere
Ojemann, G. A., Ojemann, J. G., Lettich, E., & Berger, M. S. (1989) · Journal of neurosurgery · doi:10.3171/jns.1989.71.3.0316 · Cited by 1,491 · see citing works
Frequencies contributing to functional connectivity in the cerebral cortex in "resting-state" data.
Cordes, D., Haughton, V. M., Arfanakis, K., Carew, J. D., Turski, P. A., Moritz, C. H., Quigley, M., & Meyerand, M. E. (2001) · PubMed Central · Cited by 1,402 · see citing works
Functional connectivity in single and multislice echoplanar imaging using resting-state fluctuations
Lowe, M. J., Mock, B. J., & Sorenson, J. A. (1998) · NeuroImage · doi:10.1006/nimg.1997.0315 · Cited by 1,394 · see citing works
The anatomy of language: a review of 100 fMRI studies published in 2009
Price, C. J. (2010) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.2010.05444.x · Cited by 1,387 · see citing works
Lesion analysis of the brain areas involved in language comprehension
Dronkers, N. F., Wilkins, D. P., Van Valin, R. D., Redfern, B. B., & Jaeger, J. J. (2004) · Cognition · doi:10.1016/j.cognition.2003.11.002 · Cited by 1,035 · see citing works
Mapping functionally related regions of brain with functional connectivity MR imaging.
Cordes, D., Haughton, V. M., Arfanakis, K., Wendt, G. J., Turski, P. A., Moritz, C. H., Quigley, M., & Meyerand, M. E. (2000) · PubMed Central · Cited by 908 · see citing works
A functional neuroanatomy of hallucinations in schizophrenia
Silbersweig, D. A., Stern, E., Frith, C., Cahill, C., Holmes, A., Grootoonk, S., Seaward, J., McKenna, P., Chua, S. E., Schnorr, L., et al. (1995) · Nature · doi:10.1038/378176a0 · Cited by 906 · cited 1× · see citing works
“The first two were in the putamen and thalamus, which are involved in initiating and organizing language representations ordinarily (56–58), and have been shown to be activated coincident with AVH occurrences in two reports (26,59).”
BackgroundLearning sculpts the spontaneous activity of the resting human brain
Lewis, C. M., Baldassarre, A., Committeri, G., Romani, G. L., & Corbetta, M. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0902455106 · Cited by 777 · see citing works
Synchronization of neural activity across cortical areas correlates with conscious perception
Melloni, L., Molina, C., Pena, M., Torres, D., Singer, W., & Rodriguez, E. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.4623-06.2007 · Cited by 716 · see citing works
Detection of functional connectivity using temporal correlations in MR images
Hampson, M., Peterson, B. S., Skudlarski, P., Gatenby, J. C., & Gore, J. C. (2002) · Human Brain Mapping · doi:10.1002/hbm.10022 · Cited by 699 · see citing works
Self-citationMapping auditory hallucinations in schizophrenia using functional magnetic resonance imaging
Shergill, S. S., Brammer, M. J., Williams, S. C. R., Murray, R. M., & McGuire, P. K. (2000) · Archives of General Psychiatry · doi:10.1001/archpsyc.57.11.1033 · Cited by 666 · cited 3× · see citing works
“Wernicke’s-seeded FC was computed for subregions of the left IFG based on studies highlighting the critical involvement of the latter during selfgenerated auditory imagery of spoken speech (22,23), perception of external speech (24,25), and AVHs themselves (26,27).”
BackgroundMethodEfference copy and corollary discharge: implications for thinking and its disorders
Feinberg, I. (1978) · Schizophrenia Bulletin · doi:10.1093/schbul/4.4.636 · Cited by 592 · see citing works
Towards a Neuropsychology of Schizophrenia
Frith, C., & Done, D. J. (1988) · The British Journal of Psychiatry · doi:10.1192/bjp.153.4.437 · Cited by 591 · see citing works
Shmuel, A., & Leopold, D. A. (2008) · Human Brain Mapping · doi:10.1002/hbm.20580 · Cited by 584 · see citing works
The International Pilot Study of Schizophrenia
Sartorius, N., Shapiro, R., & Jablensky, A. V. (1974) · Schizophrenia Bulletin · doi:10.1093/schbul/1.11.21 · Cited by 541 · see citing works
The neural substrates underlying word generation: A bilingual functional-imaging study
Klein, D., Milner, B., Zatorre, R. J., Meyer, E., & Evans, A. C. (1995) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.92.7.2899 · Cited by 457 · see citing works
Schizophrenia: The Characteristic Symptoms
Andreasen, N. C., & Flaum, M. (1991) · Schizophrenia Bulletin · doi:10.1093/schbul/17.1.27 · Cited by 428 · see citing works
The role of the basal ganglia and cerebellum in language processing
Booth, J. R., Wood, L., Lu, D., Houk, J. C., & Bitan, T. (2007) · Brain Research · doi:10.1016/j.brainres.2006.11.074 · Cited by 415 · see citing works
Obleser, J., Wise, R. J. S., Alex Dresner, M., & Scott, S. K. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.4663-06.2007 · Cited by 354 · see citing works
Karlsgodt, K. H., van Erp, T. G. M., Poldrack, R. A., Bearden, C. E., Nuechterlein, K. H., & Cannon, T. D. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2007.06.017 · Cited by 335 · see citing works
Dose equivalence of the anti-psychotic drugs
Davis, J. M. (1974) · Journal of Psychiatric Research · doi:10.1016/0022-3956(74)90071-5 · Cited by 325 · see citing works
Implicit multisensory associations influence voice recognition
von Kriegstein, K., & Giraud, A.-L. (2006) · PLoS Biology · doi:10.1371/journal.pbio.0040326 · Cited by 309 · see citing works
The functional anatomy of auditory hallucinations in schizophrenia
Lennox, B. R., Park, S. B. G., Medley, I., Morris, P. G., & Jones, P. B. (2000) · Psychiatry Research Neuroimaging · doi:10.1016/s0925-4927(00)00068-8 · Cited by 277 · see citing works
Functional anatomy of inner speech and auditory verbal imagery
McGuire, P. K., Silbersweig, D. A., Murray, R. M., David, A. S., Frackowiak, R. S. J., & Frith, C. D. (1996) · Psychological Medicine · doi:10.1017/s0033291700033699 · Cited by 277 · see citing works
The neurophysics of consciousness
John, E. R. (2002) · Brain Research Reviews · doi:10.1016/s0165-0173(02)00142-x · Cited by 262 · see citing works
Vercammen, A., Knegtering, H., den Boer, J. A., Liemburg, E. J., & Aleman, A. (2010) · Biological Psychiatry · doi:10.1016/j.biopsych.2009.11.017 · Cited by 261 · see citing works
Synch before you speak: Auditory hallucinations in schizophrenia
Ford, J. M., Roach, B. J., Faustman, W. O., & Mathalon, D. H. (2007) · American Journal of Psychiatry · doi:10.1176/ajp.2007.164.3.458 · Cited by 245 · cited 1× · see citing works
“This hypothesis is supported by studies showing non-suppression of the N100 event-related potential and impaired prespeech inter-trial electroencephalographic (EEG) coherence in patients with AVHs (6,7).”
ResultPeelle, J. E., Troiani, V., Wingfield, A., & Grossman, M. (2010) · Cerebral Cortex · doi:10.1093/cercor/bhp142 · Cited by 245 · see citing works
Dual Neural Routing of Visual Facilitation in Speech Processing
Arnal, L. H., Morillon, B., Kell, C. A., & Giraud, A.-L. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.3194-09.2009 · Cited by 241 · see citing works
A functional study of auditory verbal imagery
SHERGILL, S. S., BULLMORE, E. T., BRAMMER, M. J., WILLIAMS, S. C. R., MURRAY, R. M., & McGUIRE, P. K. (2001) · Psychological Medicine · doi:10.1017/s003329170100335x · Cited by 237 · see citing works
Relationship of imprecise corollary discharge in schizophrenia to auditory hallucinations
Heinks-Maldonado, T. H., Mathalon, D. H., Houde, J. F., Gray, M., Faustman, W. O., & Ford, J. M. (2007) · Archives of General Psychiatry · doi:10.1001/archpsyc.64.3.286 · Cited by 227 · cited 2× · see citing works
“0001) with a significant group x subregion interaction (F(6,76)=2.”
BackgroundResultVoice perception: Sex, pitch, and the right hemisphere
Lattner, S., Meyer, M. E., & Friederici, A. D. (2004) · Human Brain Mapping · doi:10.1002/hbm.20065 · Cited by 186 · see citing works
Hampson, M., Tokoglu, F., Sun, Z., Schafer, R. J., Skudlarski, P., Gore, J. C., & Constable, R. T. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2005.12.040 · Cited by 181 · see citing works
Self-citationFronto-temporal brain systems supporting spoken language comprehension
Tyler, L. K., & Marslen-Wilson, W. (2008) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2007.2158 · Cited by 178 · see citing works
Hoffman, R. E., Hampson, M., Wu, K., Anderson, A. W., Gore, J. C., Buchanan, R. J., Constable, R. T., Hawkins, K. A., Sahay, N., & Krystal, J. H. (2007) · Cerebral Cortex · doi:10.1093/cercor/bhl183 · Cited by 169 · see citing works
Self-citationParametrically Dissociating Speech and Nonspeech Perception in the Brain Using fMRI
Benson, R. R., Whalen, D. H., Richardson, M. L., Swainson, B., Clark, V. P., Lai, S., & Liberman, A. M. (2001) · Brain and Language · doi:10.1006/brln.2001.2484 · Cited by 154 · see citing works
Huang, X.-Q., Lui, S., Deng, W., Chan, R. C. K., Wu, Q.-Z., Jiang, L.-J., Zhang, J.-R., Jia, Z.-Y., Li, X.-L., Li, F., et al. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2009.11.072 · Cited by 150 · see citing works
Shergill, S. S., Brammer, M. J., Fukuda, R., Williams, S., Murray, R. M., & McGuire, P. K. (2003) · The British Journal of Psychiatry · doi:10.1192/bjp.182.6.525 · Cited by 146 · see citing works
Sergent, C., & Dehaene, S. (2004) · Journal of Physiology-Paris · doi:10.1016/j.jphysparis.2005.09.006 · Cited by 139 · see citing works
Waves of consciousness: ongoing cortical patterns during binocular rivalry
Cosmelli, D., David, O., Lachaux, J.-P., Martinerie, J., Garnero, L., Renault, B., & Varela, F. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.05.008 · Cited by 131 · see citing works
Gavrilescu, M., Rossell, S., Stuart, G. W., Shea, T. L., Innes-Brown, H., Henshall, K., McKay, C., Sergejew, A. A., Copolov, D., & Egan, G. F. (2010) · Psychological Medicine · doi:10.1017/s0033291709991632 · Cited by 121 · see citing works
Receptive and expressive language activations for sentences: a PET study
Müller, R.-A., Rothermel, R. D., Behen, M. E., Muzik, O., Mangner, T. J., & Chugani, H. T. (1997) · Neuroreport · doi:10.1097/00001756-199712010-00022 · Cited by 111 · see citing works
Inpatient Antipsychotic Drug Use in 1998, 1993, and 1989
Centorrino, F., Eakin, M., Bahk, W., Kelleher, J. P., Gören, J. L., Salvatore, P., Egli, S., & Baldessarini, R. J. (2002) · American Journal of Psychiatry · doi:10.1176/appi.ajp.159.11.1932 · Cited by 105 · see citing works
Peelle, J. E., McMillan, C., Moore, P., Grossman, M., & Wingfield, A. (2004) · Brain and Language · doi:10.1016/j.bandl.2004.05.007 · Cited by 102 · see citing works
Time course of regional brain activation associated with onset of auditory/verbal hallucinations
Hoffman, R. E., Anderson, A. W., Varanko, M., Gore, J. C., & Hampson, M. (2008) · British Journal of Psychiatry · doi:10.1192/bjp.bp.107.040501 · Cited by 96 · see citing works
Self-citationReality of auditory verbal hallucinations
Raij, T. T., Valkonen-Korhonen, M., Holi, M., Therman, S., Lehtonen, J., & Hari, R. (2009) · Brain · doi:10.1093/brain/awp186 · Cited by 95 · see citing works
Sensory-motor brain network connectivity for speech comprehension
Londei, A., D'Ausilio, A., Basso, D., Sestieri, C., Gratta, C. D., Romani, G., & Belardinelli, M. O. (2010) · Human Brain Mapping · doi:10.1002/hbm.20888 · Cited by 90 · see citing works
Ojemann, G., Ojemann, J., Lettich, E., & Berger, M. (2008) · Journal of neurosurgery · doi:10.3171/jns/2008/108/2/0411 · Cited by 89 · see citing works
Hoffman, R. E., Varanko, M., Gilmore, J., & Mishara, A. L. (2008) · Psychological Medicine · doi:10.1017/s0033291707002395 · Cited by 79 · see citing works
Self-citationvan de Ven, V., Esposito, F., & Christoffels, I. K. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.05.057 · Cited by 72 · see citing works
Time course of regional brain activity accompanying auditory verbal hallucinations in schizophrenia
Hoffman, R. E., Pittman, B. P., Constable, R. T., Bhagwagar, Z., & Hampson, M. (2011) · The British Journal of Psychiatry · doi:10.1192/bjp.bp.110.086835 · Cited by 50 · see citing works
Self-citationNeural dynamics of learning sound-action associations
McNamara, A., Buccino, G., Menz, M. M., Gläscher, J., Wolbers, T., Baumgärtner, A., & Binkofski, F. (2008) · PLoS ONE · doi:10.1371/journal.pone.0003845 · Cited by 25 · see citing works
Who is telling what from where? A functional magnetic resonance imaging study
Mathiak, K., Menning, H., Hertrich, I., Mathiak, K. A., Zvyagintsev, M., & Ackermann, H. (2007) · Neuroreport · doi:10.1097/wnr.0b013e328013cec4 · Cited by 24 · see citing works
Effects of intralaminar thalamic stimulation on language functions
BHATNAGAR, S., & MANDYBUR, G. (2005) · Brain and Language · doi:10.1016/j.bandl.2004.05.002 · Cited by 22 · see citing works
Cerebral activation patterns related to initiation and inhibition of hand movement
Toxopeus, C. M., de Vries, P. M., de Jong, B. M., et al. (2007) · Neuroreport · doi:10.1097/wnr.0b013e3282efa0a2 · Cited by 18 · see citing works
Yeterian (1998) · doi:10.1002/(sici)1096-9861(19980928)399:3
Xiong (1999) · doi:10.1002/(sici)1097-0193(1999)8:2/3
Flagged first, then by citations
Research works printed but not linked: 1
- Sergent, 2004, Neural processes underlying conscious perception: Experimental findings and a global neuronal workspace framework, J Physiol Paris, 98, 374, 10.1016/j.jphysparis.2005.09.006 · DOI · Paper page
Cited by
Sorted by citations
Inner Speech: Development, Cognitive Functions, Phenomenology, and Neurobiology
Alderson-Day, B., & Fernyhough, C. (2015) · Psychological Bulletin · doi:10.1037/bul0000021 · Cited by 808 · see citing works
Allen, P., Modinos, G., Hubl, D., Shields, G., Cachia, A., Jardri, R., Thomas, P., Woodward, T., Shotbolt, P., Plaze, M., et al. (2012) · Schizophrenia Bulletin · doi:10.1093/schbul/sbs066 · Cited by 240 · see citing works
Self-citationInteraction of language, auditory and memory brain networks in auditory verbal hallucinations
Ćurčić-Blake, B., Ford, J. M., Hubl, D., Orlov, N. D., Sommer, I. E., Waters, F., Allen, P., Jardri, R., Woodruff, P. W., David, O., et al. (2017) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2016.11.002 · Cited by 224 · see citing works
Alderson-Day, B., McCarthy-Jones, S., & Fernyhough, C. (2015) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2015.04.016 · Cited by 165 · see citing works
Hurlburt, R. T., Alderson-Day, B., Kühn, S., & Fernyhough, C. (2016) · PLOS ONE · doi:10.1371/journal.pone.0147932 · Cited by 131 · see citing works
“Although some studies have focused on specific subsections of the IFG such as BA 44 (e.g., [2]), we included the whole IFG based on the fact that previous investigations of inner speech have often included multiple Brodmann Areas [8, 27, 34].”
BackgroundMoseley, P., Fernyhough, C., & Ellison, A. (2013) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2013.10.001 · Cited by 113 · see citing works
Grandchamp, R., Rapin, L., Perrone-Bertolotti, M., Pichat, C., Haldin, C., Cousin, E., Lachaux, J.-P., Dohen, M., Perrier, P., Garnier, M., et al. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.02019 · Cited by 97 · see citing works
Lefebvre, S., Demeulemeester, M., Leroy, A., Delmaire, C., Lopes, R., Pins, D., Thomas, P., & Jardri, R. (2016) · Human Brain Mapping · doi:10.1002/hbm.23197 · Cited by 99 · see citing works
Quan, M., Lee, S.-H., Kubicki, M., Kikinis, Z., Rathi, Y., Seidman, L. J., Mesholam-Gately, R. I., Goldstein, J. M., McCarley, R. W., Shenton, M. E., et al. (2013) · Schizophrenia Research · doi:10.1016/j.schres.2012.11.028 · Cited by 97 · see citing works
Curcic-Blake, B., Liemburg, E., Vercammen, A., Swart, M., Knegtering, H., Bruggeman, R., & Aleman, A. (2013) · Schizophrenia Bulletin · doi:10.1093/schbul/sbs107 · Cited by 78 · see citing works
Network analysis of auditory hallucinations in nonpsychotic individuals
van Lutterveld, R., Diederen, K. M. J., Otte, W. M., & Sommer, I. E. (2014) · Human Brain Mapping · doi:10.1002/hbm.22264 · Cited by 68 · see citing works
Functional Connectivity of the Striatum in Schizophrenia and Psychotic Bipolar Disorder
Karcher, N. R., Rogers, B. P., & Woodward, N. D. (2019) · Biological Psychiatry: Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2019.05.017 · Cited by 65 · see citing works
Whitford, V., O'Driscoll, G. A., Pack, C. C., Joober, R., Malla, A., & Titone, D. (2013) · Journal of Experimental Psychology: General · doi:10.1037/a0028062 · Cited by 42 · see citing works
Computational Models of Hallucinations
Jardri, R., & Denève, S. (2013) · The Neuroscience of Hallucinations · doi:10.1007/978-1-4614-4121-2_16 · Cited by 16 · see citing works
- Authors
- Hoffman, R. E., Fernandez, T., Pittman, B., & Hampson, M.
- Affiliations
- Yale University (US)
- Corresponding author
- Hoffman, Ralph E.
- Venue
- Biological Psychiatry
- Publisher
- Elsevier BV
- Published
- 2011-03
- Volume
- 69
- Issue
- 5
- Pages
- 407-414
- ISSN
- 0006-3223 (ISSN-L)
- PMC
- PMC3039042
- OpenAlex
- W2067271714
- Cited by
- 156
- References
- 69
- Citations by year
- 2026: 1 · 2025: 3 · 2024: 5 · 2023: 6 · 2022: 8 · 2021: 11 · 2020: 10 · 2019: 7 · 2018: 15 · 2017: 14 · 2016: 12 · 2015: 18 · 2014: 14 · 2013: 11 · 2012: 18
- FWCI
- 6.21
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Biological Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Mental Health (R01MH067073)
- Dana Foundation
- National Alliance for Research on Schizophrenia and Depression
- Peterson 50th Anniversary Research Partner
- Department of Mental Health and Addiction Services of the State of Connecticut
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Hallucinations in medical conditions
- Health Sciences › Medicine › Psychiatry and Mental health › Schizophrenia research and treatment
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Keywords
- auditory verbal hallucinations, schizophrenia, functional connectivity, Wernicke's area, inferior frontal gyrus, putamen, thalamus, midbrain, conscious perception
- MeSH terms
- Adult, Algorithms, Cerebral Cortex, Female, Frontal Lobe, Hallucinations, Humans, Image Processing, Computer-Assisted, Magnetic Resonance Imaging, Male, Neural Pathways, Neuropsychological Tests, Putamen, Schizophrenia, Schizophrenic Psychology, Socioeconomic Factors, Temporal Lobe, Antipsychotic Agents, Verbal Behavior, Neostriatum, Diagnostic and Statistical Manual of Mental Disorders
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-10.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-10.
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