Abnormal contextual modulation of visual contour detection in patients with schizophrenia
Open accessAbstract
Schizophrenia patients demonstrate perceptual deficits consistent with broad dysfunction in visual context processing. These include poor integration of segments forming visual contours, and reduced visual contrast effects (e.g. weaker orientation-dependent surround suppression, ODSS). Background image context can influence contour perception, as stimuli near the contour affect detection accuracy. Because of ODSS, this contextual modulation depends on the relative orientation between the contour and flanking elements, with parallel flankers impairing contour perception. However in schizophrenia, the impact of abnormal ODSS during contour perception is not clear. It is also unknown whether deficient contour perception marks genetic liability for schizophrenia, or is strictly associated with clinical expression of this disorder. We examined contour detection in 25 adults with schizophrenia, 13 unaffected first-degree biological relatives of schizophrenia patients, and 28 healthy controls. Subjects performed a psychophysics experiment designed to quantify the effect of flanker orientation during contour detection. Overall, patients with schizophrenia showed poorer contour detection performance than relatives or controls. Parallel flankers suppressed and orthogonal flankers enhanced contour detection performance for all groups, but parallel suppression was relatively weaker for schizophrenia patients than healthy controls. Relatives of patients showed equivalent performance with controls. Computational modeling suggested that abnormal contextual modulation in schizophrenia may be explained by suppression that is more broadly tuned for orientation. Abnormal flanker suppression in schizophrenia is consistent with weaker ODSS and/or broader orientation tuning. This work provides the first evidence that such perceptual abnormalities may not be associated with a genetic liability for schizophrenia.
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In schizophrenia, contour integration ability correlates with surround suppression sensitivity.
“Recently, Schallmo et al. (2013) highlighted the abnormal integrative dimension of perceptual organization in schizophrenia, showing that patients' abilities for contour integration correlated with their surround suppression sensitivity, while these two illusory phenomena had previously only been shown to be impaired in isolation.”
From What visual illusions teach us about schizophrenia (2014) · cites this paper as Schallmo et al., 2013
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Cites
Diagnostic and Statistical Manual of Mental Disorders
Williams, J. B. W., & First, M. B. (2013) · Oxford University Press eBooks · doi:10.1093/acrefore/9780199975839.013.104 · Cited by 109,841 · see citing works
Brainard, D. H. (1997) · Spatial Vision · doi:10.1163/156856897x00357 · Cited by 19,308 · cited 1× · see citing works
“Stimuli were presented using MATLAB (The MathWorks) and Psychtoolbox [32,33] software on a MacMini running OSX.”
MethodThe VideoToolbox software for visual psychophysics: transforming numbers into movies
Pelli, D. G. (1997) · Spatial Vision · doi:10.1163/156856897x00366 · Cited by 11,110 · cited 1× · see citing works
“Stimuli were presented using MATLAB (The MathWorks) and Psychtoolbox [32,33] software on a MacMini running OSX.”
MethodThe Brief Psychiatric Rating Scale.
Overall, J. E., & Gorham, D. R. (1962) · Psychological Reports · doi:10.2466/pr0.1962.10.3.799 · Cited by 11,090 · cited 9× · see citing works
“BPRS scores were significantly lower among the healthy control group compared with both patients and first-degree relatives, Tukey’s HSD, p 0.05.”
MethodInfluentialDiagnostic and Statistical Manual of Mental Disorders ( DSM ‐ IV ‐ TR )
Segal, D. L. (2010) · Wiley eBooks · doi:10.1002/9780470479216.corpsy0271 · Cited by 4,683 · see citing works
Cortical inhibitory neurons and schizophrenia
Lewis, D. A., Hashimoto, T., & Volk, D. W. (2005) · Nature Reviews Neuroscience · doi:10.1038/nrn1648 · Cited by 2,297 · cited 1× · see citing works
“Further, diminished surround suppression effects have been found to correlate with lower γ-aminobutyric acid (GABA) concentrations in schizophrenia, as measured by magnetic resonance spectroscopy (MRS) [52], lending support to the hypothesis that schizophrenia is related to disruptions in GABAergic inhibition [53].”
BackgroundThe SPQ: A Scale for the Assessment of Schizotypal Personality Based on DSM-III-R Criteria
Raine, A. (1991) · Schizophrenia Bulletin · doi:10.1093/schbul/17.4.555 · Cited by 2,164 · cited 8× · see citing works
“All participants had psychiatric functioning assessed using the Brief Psychiatric Rating Scale (BPRS) [28], with controls and relatives additionally completing the Schizotypal Personality Questionnaire (SPQ) [29].”
MethodInfluentialContour integration by the human visual system: Evidence for a local “association field”
Field, D. J., Hayes, A., & Hess, R. F. (1993) · Vision Research · doi:10.1016/0042-6989(93)90156-q · Cited by 1,629 · cited 1× · see citing works
“psychophysical [2–4], electrophysiological [5], and”
Laws of organization in perceptual forms.
Wertheimer, M. (1938) · Kegan Paul, Trench, Trubner & Company eBooks · doi:10.1037/11496-005 · Cited by 1,507 · see citing works
A change of the leading player in flow Visualization technique
Mizuno, A., & Ohta, Y. (2006) · Journal of Visualization · doi:10.1007/bf03181556 · Cited by 1,042 · see citing works
First, M. B., Spitzer, R. L., Gibbon, M., & Williams, J. B. W. (1997) · American Psychiatric Press eBooks · Cited by 983 · see citing works
Andreasen, N. C., Pressler, M., Nopoulos, P., Miller, D. D., & Ho, B. (2009) · Biological Psychiatry · doi:10.1016/j.biopsych.2009.08.040 · Cited by 944 · cited 1× · see citing works
“Medication dosages for schizophrenia patients were converted to Chlorpromazine equivalents (in milligrams) [31].”
MethodA Source Book Of Gestalt Psychology
Ellis, W. D. (2013) · Routledge eBooks · doi:10.4324/9781315009247 · Cited by 763 · see citing works
Abnormal neural synchrony in schizophrenia
Spencer, K. M., Nestor, P. G., Niznikiewicz, M. A., Salisbury, D. F., Shenton, M. E., & McCarley, R. W. (2003) · The Journal of Neuroscience · doi:10.1523/jneurosci.23-19-07407.2003 · Cited by 624 · cited 1× · see citing works
“In addition, abnormal electrophysiological activity within visual cortex has been observed in schizophrenia during illusory contour/Gestalt perception [54–56].”
BackgroundNeural synchrony indexes disordered perception and cognition in schizophrenia
Spencer, K., Nestor, P. G., Perlmutter, R., Niznikiewicz, M. A., Klump, M. C., Frumin, M., Shenton, M. E., & McCarley, R. W. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0406074101 · Cited by 591 · cited 1× · see citing works
“that occipital signal abnormalities were associated with visual hallucinations [56].”
BackgroundVisual perception and its impairment in schizophrenia
Butler, P. D., Silverstein, S. M., & Dakin, S. C. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.03.023 · Cited by 472 · cited 1× · see citing works
“Both contour integration and surround suppression have been highlighted as examples of well documented visual abnormalities in schizophrenia whose investigation may provide insight into the neural underpinnings of this disorder [25].”
BackgroundForced-choice staircases with fixed step sizes: asymptotic and small-sample properties
García-Pérez, M. Á. (1998) · Vision Research · doi:10.1016/s0042-6989(97)00340-4 · Cited by 429 · cited 1× · see citing works
“This 3-up 1-down staircase converges on a contour detection threshold at the jitter level for which targets are detected with 79% accuracy [34].”
BackgroundYoon, J. H., Maddock, R. J., Rokem, A., Silver, M. A., Minzenberg, M. J., Ragland, J. D., & Carter, C. S. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.6158-09.2010 · Cited by 408 · cited 2× · see citing works
“Future investigations employing spatially localized fMRI and GABA MRS in visual cortex could help elucidate the neural mechanisms underlying these perceptual abnormalities.”
BackgroundHuman resource development and visualization
Yamane, T., & Takei, M. (2009) · Journal of Visualization · doi:10.1007/bf03181933 · Cited by 336 · see citing works
Contour Saliency in Primary Visual Cortex
Li, W., Piëch, V., & Gilbert, C. D. (2006) · Neuron · doi:10.1016/j.neuron.2006.04.035 · Cited by 285 · cited 1× · see citing works
“psychophysical [2–4], electrophysiological [5], and”
Silverstein, S. M., & Keane, B. P. (2011) · Schizophrenia Bulletin · doi:10.1093/schbul/sbr052 · Cited by 284 · see citing works
Perceptual organization in schizophrenia
Schwartz Place, E. J., & Gilmore, G. C. (1980) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.89.3.409 · Cited by 275 · cited 2× · see citing works
“Patients with schizophrenia have trouble organizing perceptual information, and some experience visual hallucinations [48,49].”
BackgroundPerceptual Organization of Local Elements into Global Shapes in the Human Visual Cortex
Altmann, C. F., Bülthoff, H., & Kourtzi, Z. (2003) · Current Biology · doi:10.1016/s0960-9822(03)00052-6 · Cited by 251 · cited 1× · see citing works
“neuroimaging experiments [6].”
Silverstein, S. M., Kovács, I., Corry, R., & Valone, C. (2000) · Schizophrenia Research · doi:10.1016/s0920-9964(99)00180-2 · Cited by 240 · cited 4× · see citing works
“Previous reports of contour integration deficits in schizophrenia have required subjects to locate closed contours at variable positions within the stimulus array [8–12], or to discriminate contour shape configurations [13,35,36].”
BackgroundResultInfluentialWeak suppression of visual context in chronic schizophrenia
Dakin, S., Carlin, P., & Hemsley, D. (2005) · Current Biology · doi:10.1016/j.cub.2005.10.015 · Cited by 227 · cited 2× · see citing works
“A recent report suggested attentional factors may account for the weak contrast-contrast effect [24] observed when schizophrenia patients reported the perceived contrast of stimuli with and without surrounding context [18] (but see [22]).”
BackgroundMethodGlobal Contour Saliency and Local Colinear Interactions
Li, W., & Gilbert, C. D. (2002) · Journal of Neurophysiology · doi:10.1152/jn.00289.2002 · Cited by 199 · cited 1× · see citing works
“psychophysical [2–4], electrophysiological [5], and”
Perception of contours and shapes: Low and intermediate stage mechanisms
Löffler, G. (2008) · Vision Research · doi:10.1016/j.visres.2008.03.006 · Cited by 198 · cited 1× · see citing works
“[1]).”
Foxe, J. J., Murray, M. M., & Javitt, D. C. (2005) · Cerebral Cortex · doi:10.1093/cercor/bhi069 · Cited by 187 · cited 1× · see citing works
“In addition, abnormal electrophysiological activity within visual cortex has been observed in schizophrenia during illusory contour/Gestalt perception [54–56].”
BackgroundWeakened center-surround interactions in visual motion processing in schizophrenia
Tadin, D., Kim, J., Doop, M. L., Gibson, C., Lappin, J. S., Blake, R., & Park, S. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.2592-06.2006 · Cited by 182 · cited 2× · see citing works
“Extensive investigations of contextual effects during early visual processing have been made among healthy subjects in past decades, and several groups have recently demonstrated weaker surround suppression effects among patients with schizophrenia compared with controls [18–22]; but see [23,24].”
BackgroundTheta brain rhythms index perceptual narrowing in infant speech
Bosseler, A. N., Taulu, S., Pihko, E., Mäkelä, J. P., Imada, T., Ahonen, A., & Kuhl, P. K. (2013) · Frontiers in Psychology · Cited by 170 · see citing works
Perceptual grouping in disorganized schizophrenia
Uhlhaas, P. J., Phillips, W. A., Mitchell, G., & Silverstein, S. M. (2006) · Psychiatry Research · doi:10.1016/j.psychres.2005.10.016 · Cited by 149 · cited 4× · see citing works
“Previous reports of contour integration deficits in schizophrenia have required subjects to locate closed contours at variable positions within the stimulus array [8–12], or to discriminate contour shape configurations [13,35,36].”
BackgroundResultInfluentialAN fMRI EXAMINATION OF VISUAL INTEGRATION IN SCHIZOPHRENIA
Silverstein, S. M., Berten, S., Essex, B. G., Kovács, I., Susmaras, T. M., & Little, D. M. (2009) · Journal of Integrative Neuroscience · doi:10.1142/s0219635209002113 · Cited by 137 · cited 2× · see citing works
“Through the use of functional MRI (fMRI), abnormal early visual cortical responses during contour integration have been observed among patients [13], suggesting that schizophrenia leads to disruptions in contour perception at the earliest stages of cortical processing.”
BackgroundVisual binding abilities in the initial and advanced stages of schizophrenia
Parnas, J., Vianin, P., Sæbye, D., Jansson, L., Larsen, A. V., & Bovet, P. (2001) · Acta Psychiatrica Scandinavica · doi:10.1034/j.1600-0447.2001.00160.x · Cited by 129 · cited 4× · see citing works
“Previous reports of contour integration deficits in schizophrenia have required subjects to locate closed contours at variable positions within the stimulus array [8–12], or to discriminate contour shape configurations [13,35,36].”
BackgroundResultInfluentialVisual Surround Suppression in Schizophrenia
Tibber, M. S., Anderson, E. J., Bobin, T., Antonova, E., Seabright, A., Wright, B., Carlin, P., Shergill, S. S., & Dakin, S. C. (2013) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.00088 · Cited by 116 · cited 1× · see citing works
“A recent report suggested attentional factors may account for the weak contrast-contrast effect [24] observed when schizophrenia patients reported the perceived contrast of stimuli with and without surrounding context [18] (but see [22]).”
BackgroundVisual Masking in Schizophrenia: Overview and Theoretical Implications
Green, M. F., Lee, J., Wynn, J. K., & Mathis, K. I. (2011) · Schizophrenia Bulletin · doi:10.1093/schbul/sbr051 · Cited by 115 · cited 1× · see citing works
“Similarly broad tuning has been reported for basic visual responses among schizophrenia patients [40], and others have proposed that broader tuning for stimulus features may underlie abnormal visual masking in schizophrenia [41].”
BackgroundDiminished Orientation-Specific Surround Suppression of Visual Processing in Schizophrenia
Yoon, J. H., Rokem, A., Silver, M. A., Minzenberg, M., Ursu, S., Ragland, J. D., & Carter, C. S. (2009) · Schizophrenia Bulletin · doi:10.1093/schbul/sbp064 · Cited by 115 · cited 3× · see citing works
“As patients with schizophrenia show diminished ODSS effects [20], we predicted that the effect of flanker orientation on contour detection performance would be relatively weaker among patients.”
BackgroundInfluentialEvidence for impaired visual context processing in schizotypy with thought disorder
Uhlhaas, P. (2004) · Schizophrenia Research · doi:10.1016/s0920-9964(03)00184-1 · Cited by 112 · cited 1× · see citing works
“Our results agree in part with the findings of Uhlhaas and colleagues [44], who observed poorer contour integration and weaker context modulation of perceived size among nonclinical schizotypal subjects with disordered thoughts.”
ResultUhlhaas, P. J., Phillips, W. A., & Silverstein, S. M. (2005) · Schizophrenia Research · doi:10.1016/j.schres.2004.11.005 · Cited by 112 · cited 1× · see citing works
“Our findings also agree with previous work showing that symptom remission in patients with disorganized schizophrenia (but not in other psychiatric patients) coincided with improved contour integration [10].”
ResultEffects of spatial configuration on contrast detection
Bonneh, Y. S., & Sagi, D. (1998) · Vision Research · doi:10.1016/s0042-6989(98)00045-5 · Cited by 107 · cited 1× · see citing works
“psychophysical [2–4], electrophysiological [5], and”
Visual context processing in schizophrenia
Yang, E., Tadin, D., Glasser, D. M., Hong, S. W., Blake, R., & Park, S. (2013) · Clinical Psychological Science · doi:10.1177/2167702612464618 · Cited by 104 · cited 2× · see citing works
“Extensive investigations of contextual effects during early visual processing have been made among healthy subjects in past decades, and several groups have recently demonstrated weaker surround suppression effects among patients with schizophrenia compared with controls [18–22]; but see [23,24].”
BackgroundThe Clinical Translation of a Measure of Gain Control: The Contrast-Contrast Effect Task
Barch, D. M., Carter, C. S., Dakin, S. C., Gold, J. M., Luck, S. J., MacDonald, A. W., Ragland, J. D., Silverstein, S. M., & Strauss, M. E. (2011) · Schizophrenia Bulletin · doi:10.1093/schbul/sbr154 · Cited by 85 · cited 2× · see citing works
“Extensive investigations of contextual effects during early visual processing have been made among healthy subjects in past decades, and several groups have recently demonstrated weaker surround suppression effects among patients with schizophrenia compared with controls [18–22]; but see [23,24].”
BackgroundContext influences contour integration
Dakin, S. C., & Baruch, N. J. (2009) · Journal of Vision · doi:10.1167/9.2.13 · Cited by 75 · cited 2× · see citing works
“orthogonal flankers cause less suppression, in agreement with ODSS [14–17].”
ResultJeyakumar, S. L. E., Warriner, E. M., Raval, V. V., & Ahmad, S. A. (2004) · Educational and Psychological Measurement · doi:10.1177/0013164403258407 · Cited by 71 · cited 3× · see citing works
“Index Scz (n = 25) Rel (n = 13) Cont (n = 28) Statistics Age (years) 41.8 (11.9) 40.1 (14.7) 45.1 (11.6) F(2,63) = 0.88, p = 0.42 Gender (n)1 Χ2 (2) = 8.24, p = 0.02 Male 4 7 14 Female 21 6 14 Education (years)2 13.5 (1.5) 13.2 (1.4) 15.2 (1.8) F(2,63) = 9.83, p 0.01 Estimated IQ3 (from WAIS-III) 97.8 (17.6) 107 (17.2…”
MethodInfluentialMust, A., Janka, Z., Benedek, G., & Kéri, S. (2004) · Neuroscience Letters · doi:10.1016/j.neulet.2003.12.046 · Cited by 68 · cited 1× · see citing works
“One explanation for our pattern of results is that schizophrenia leads to an overall impairment in contour integration, in agreement with previous reports [8–13,35–39].”
ResultOptimization and Validation of a Visual Integration Test for Schizophrenia Research
Silverstein, S. M., Keane, B. P., Barch, D. M., Carter, C. S., Gold, J. M., Kovács, I., MacDonald, A. W., Ragland, J. D., & Strauss, M. E. (2011) · Schizophrenia Bulletin · doi:10.1093/schbul/sbr141 · Cited by 68 · cited 1× · see citing works
“Previous reports of contour integration deficits in schizophrenia have required subjects to locate closed contours at variable positions within the stimulus array [8–12], or to discriminate contour shape configurations [13,35,36].”
BackgroundReduced top-down influences in contour detection in schizophrenia
Silverstein, S., Hatashita-Wong, M., Schenkel, L., Wilkniss, S., Kovács, I., Fehér, A., Smith, T., Goicochea, C., Uhlhaas, P., Carpiniello, K., et al. (2006) · Cognitive Neuropsychiatry · doi:10.1080/13546800444000209 · Cited by 67 · cited 4× · see citing works
“Previous reports of contour integration deficits in schizophrenia have required subjects to locate closed contours at variable positions within the stimulus array [8–12], or to discriminate contour shape configurations [13,35,36].”
BackgroundResultInfluentialPhases of daylight and the stability of color perception in the near peripheral human retina
Panorgias, A., Kulikowski, J. J., Parry, N. R. A., et al. (2012) · Journal of Vision · doi:10.1167/12.3.1 · Cited by 60 · see citing works
Olfactory identification ability in pre- and postmenopausal women with schizophrenia
Kopala, L. C., Good, K. P., & Honer, W. G. (1995) · Biological Psychiatry · doi:10.1016/0006-3223(94)00224-q · Cited by 59 · see citing works
Perceptual organization in first episode schizophrenia and ultra-high-risk states
Silverstein, S. M., Uhlhaas, P. J., Essex, B. G., Halpin, S. A., Schall, U., & Carr, V. J. (2006) · Schizophrenia Research · doi:10.1016/j.schres.2006.01.003 · Cited by 53 · see citing works
Matching and correlation computations in stereoscopic depth perception
Doi, T., Tanabe, S., & Fujita, I. (2011) · Journal of Vision · doi:10.1167/11.3.1 · Cited by 53 · see citing works
Lateral interactions in the visual cortex of patients with schizophrenia and bipolar disorder
KÉRI, S., KELEMEN, O., BENEDEK, G., & JANKA, Z. (2005) · Psychological Medicine · doi:10.1017/s0033291705004381 · Cited by 52 · cited 1× · see citing works
“One explanation for our pattern of results is that schizophrenia leads to an overall impairment in contour integration, in agreement with previous reports [8–13,35–39].”
ResultAltered center-surround motion inhibition in schizophrenia
Chen, Y., Norton, D., & Ongur, D. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2007.11.017 · Cited by 51 · cited 1× · see citing works
“Extensive investigations of contextual effects during early visual processing have been made among healthy subjects in past decades, and several groups have recently demonstrated weaker surround suppression effects among patients with schizophrenia compared with controls [18–22]; but see [23,24].”
BackgroundBroader visual orientation tuning in patients with schizophrenia
Rokem, A., Yoon, J. H., Ooms, R. E., Maddock, R. J., Minzenberg, M. J., & Silver, M. A. (2011) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2011.00127 · Cited by 50 · cited 3× · see citing works
“Similarly broad tuning has been reported for basic visual responses among schizophrenia patients [40], and others have proposed that broader tuning for stimulus features may underlie abnormal visual masking in schizophrenia [41].”
BackgroundResultRobol, V., Tibber, M. S., Anderson, E. J., Bobin, T., Carlin, P., Shergill, S. S., & Dakin, S. C. (2013) · PLoS ONE · doi:10.1371/journal.pone.0060951 · Cited by 37 · cited 1× · see citing works
“controls, and interpreted their results within the framework of impaired visual crowding [42].”
BackgroundFixation stability in schizophrenia, bipolar, and control subjects
Gooding, D. C., Grabowski, J. A., & Hendershot, C. S. (2000) · Psychiatry Research · doi:10.1016/s0165-1781(00)00226-2 · Cited by 36 · cited 1× · see citing works
“Finally, previous reports have demonstrated normal fixation in schizophrenia [50,51], and fixational instability would not affect contextual modulation.”
BackgroundTask influences on the dynamic properties of fast eye movements
Kaminiarz, A., Königs, K., & Bremmer, F. (2009) · Journal of Vision · doi:10.1167/9.13.1 · Cited by 32 · see citing works
Fixation Stability among Schizophrenia Patients
Kissler, J. M., & Clementz, B. A. (1998) · Neuropsychobiology · doi:10.1159/000026517 · Cited by 30 · cited 1× · see citing works
“Finally, previous reports have demonstrated normal fixation in schizophrenia [50,51], and fixational instability would not affect contextual modulation.”
BackgroundCollinear contextual suppression in schizophrenic patients
Schütze, C., Bongard, I., Marbach, S., Brand, A., & Herzog, M. H. (2007) · Psychiatry Research · doi:10.1016/j.psychres.2006.03.021 · Cited by 22 · cited 1× · see citing works
“controls during Vernier discrimination, but no difference between groups in the effect of orientation context [45,46].”
BackgroundFragile Early Visual Percepts Mark Genetic Liability Specific to Schizophrenia
Sponheim, S. R., Sass, S. M., Noukki, A. L., & Hegeman, B. M. (2012) · Schizophrenia Bulletin · doi:10.1093/schbul/sbs041 · Cited by 21 · cited 1× · see citing works
“Previous work has also shown impairments among unaffected relatives of schizophrenia patients during visual backward masking [47].”
BackgroundAttentional modulation of perceptual organisation in schizophrenia
Kéri, S., Kelemen, O., & Benedek, G. (2009) · Cognitive Neuropsychiatry · doi:10.1080/13546800902757936 · Cited by 19 · cited 1× · see citing works
“One explanation for our pattern of results is that schizophrenia leads to an overall impairment in contour integration, in agreement with previous reports [8–13,35–39].”
ResultThe role of crowding in contextual influences on contour integration
Robol, V., Casco, C., & Dakin, S. C. (2012) · Journal of Vision · doi:10.1167/12.7.3 · Cited by 19 · cited 2× · see citing works
“orthogonal flankers cause less suppression, in agreement with ODSS [14–17].”
ResultThe spatial range of contour integration deficits in schizophrenia
Keane, B. P., Silverstein, S. M., Barch, D. M., Carter, C. S., Gold, J. M., Kovács, I., MacDonald, A. W., Ragland, J. D., & Strauss, M. E. (2012) · Experimental Brain Research · doi:10.1007/s00221-012-3134-4 · Cited by 19 · cited 3× · see citing works
“Previous reports of contour integration deficits in schizophrenia have required subjects to locate closed contours at variable positions within the stimulus array [8–12], or to discriminate contour shape configurations [13,35,36].”
BackgroundTexture-surround suppression of contour-shape coding in human vision
Kingdom, F. A. A., & Prins, N. (2008) · Neuroreport · doi:10.1097/wnr.0b013e32831578ca · Cited by 18 · see citing works
Contextual suppression and protection in schizophrenic patients
Roinishvili, M., Chkonia, E. D., Brand, A., & Herzog, M. H. (2008) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-007-0780-9 · Cited by 14 · cited 1× · see citing works
“controls during Vernier discrimination, but no difference between groups in the effect of orientation context [45,46].”
BackgroundSchumacher, J. F., Quinn, C. F., & Olman, C. A. (2011) · Journal of Vision · doi:10.1167/11.8.12 · Cited by 10 · cited 4× · see citing works
“As element separation increases, overall contour detection performance should decrease, but flanker effects should decrease more rapidly, resulting in weak or absent contextual modulation at higher spacing [15].”
BackgroundInfluential
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What visual illusions teach us about schizophrenia
Notredame, C.-E., Pins, D., Deneve, S., & Jardri, R. (2014) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2014.00063 · Cited by 177 · see citing works
“Recently, Schallmo et al. (2013) highlighted the abnormal integrative dimension of perceptual organization in schizophrenia, showing that patients’ abilities for contour integration correlated with their surround suppression sensitivity, while these two illusory phenomena had previously only been…”
BackgroundVisual Perception Disturbances in Schizophrenia: A Unified Model
Silverstein, S. M. (2016) · Nebraska Symposium on Motivation/The Nebraska symposium on motivation · doi:10.1007/978-3-319-30596-7_4 · Cited by 144 · see citing works
“Visual Perception Disturbances in Schizophrenia: A Unifi ed Model 90 contextually modulated gain control (Schallmo et al., 2013a ).”
BackgroundOn the functions, mechanisms, and malfunctions of intracortical contextual modulation
Phillips, W. A., Clark, A., & Silverstein, S. M. (2015) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2015.02.010 · Cited by 93 · see citing works
“…patients have demonstrated weaker suppression for contrast (Dakin, Carlin and Hemsley, 2005; Tibber et al., 2013), and size (Uhlhaas et al., 2005, 2006; Silverstein et al., 2013), with mixed evidence on orientation (Schallmo, Sponheim, and Olman, 2013; Tibber et al., 2013; Yoon et al., 2009, 2010).”
Silverstein, S. M., & Lai, A. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.684720 · Cited by 85 · see citing works
Schallmo, M., Sponheim, S. R., & Olman, C. A. (2015) · Psychological Medicine · doi:10.1017/s0033291715001439 · Cited by 62 · see citing works
“…have shown weaker surround suppression among SZ patients compared with healthy controls (HCs; Dakin et al. 2005; Tadin et al. 2006; Yoon et al. 2009; Robol et al. 2013; Schallmo et al. 2013; Seymour et al. 2013; Tibber et al. 2013; Yang et al. 2013a, b; but see Chen et al. 2008; Barch et al. 2012).”
InfluentialYoon, J. H., Sheremata, S., Rokem, A., & Silver, M. A. (2013) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.00681 · Cited by 57 · see citing works
“…documented in schizophrenia using a wide variety of paradigms (Silverstein et al., 1996, 2013; Must et al., 2004; Dakin et al., 2005; Kéri et al., 2005; Tadin et al., 2006; Uhlhaas et al., 2006b; Chen et al., 2008b; Yoon et al., 2009; Schallmo et al., 2013; Tibber et al., 2013; Yang et al., 2013).”
BackgroundCortical Thickness of Functionally Defined Visual Areas in Schizophrenia and Bipolar Disorder
Reavis, E. A., Lee, J., Wynn, J. K., Engel, S. A., Jimenez, A. M., & Green, M. F. (2016) · Cerebral Cortex · doi:10.1093/cercor/bhw151 · Cited by 53 · see citing works
“…on impaired surround suppression and related phenomena, which are thought to depend upon lateral interconnections in early visual cortex, in schizophrenia, and bipolar disorder (e.g., Must et al. 2004; Dakin et al. 2005; Yoon et al. 2009, 2010; Yang et al. 2012a, 2012b; Schallmo et al. 2013, 2015).”
Cortical contributions to impaired contour integration in schizophrenia
Silverstein, S. M., Harms, M. P., Carter, C. S., Gold, J. M., Keane, B. P., MacDonald, A. W., Ragland, J. D., & Barch, D. M. (2015) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2015.07.003 · Cited by 50 · see citing works
“…when compared to various healthy and psychiatric control groups (Butler et al., 2013; Feigenson et al., 2014; Keane et al., 2014, 2012; Kozma-Weibe et al., 2006; Schallmo et al., 2013a, 2013b; Schenkel et al., 2005, 2005; Silverstein et al., 2009, 2006, 2012, 2000; Uhlhaas et al., 2006b, 2005).”
BackgroundLocal and Global Limits on Visual Processing in Schizophrenia
Tibber, M. S., Anderson, E. J., Bobin, T., Carlin, P., Shergill, S. S., & Dakin, S. C. (2015) · PLoS ONE · doi:10.1371/journal.pone.0117951 · Cited by 32 · see citing works
“Further, Schallmo et al.[35] have shown that lower IQ levels in the participants with SZ may contribute to inter-group differences in baseline detection performance: IQ scores correlated negatively with detection thresholds and differed significantly between groups.”
BackgroundInfluentialLate, not early, stages of Kanizsa shape perception are compromised in schizophrenia
Keane, B. P., Joseph, J., & Silverstein, S. M. (2014) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2014.02.001 · Cited by 31 · see citing works
“…objection so far is that subjects may be performing worse on Kanizsa shape perception tasks because these individuals have broader orientation tuning curves, making them less sensitive to the slants of the edges that decide contour convexity (Robol et al., 2013; Schallmo, Sponheim, & Olman, 2013).”
Reduced influence of perceptual context in schizophrenia: behavioral and neurophysiological evidence
Pokorny, V., Lano, T. J., Schallmo, M., Olman, C. A., & Sponheim, S. R. (2019) · Psychological Medicine · doi:10.1017/s0033291719003751 · Cited by 28 · see citing works
fMRI evidence of aberrant neural adaptation for objects in schizophrenia and bipolar disorder
Lee, J., Reavis, E. A., Engel, S. A., Altshuler, L. L., Cohen, M. S., Glahn, D. C., Nuechterlein, K. H., Wynn, J. K., & Green, M. F. (2018) · Human Brain Mapping · doi:10.1002/hbm.24472 · Cited by 28 · see citing works
Silverstein, S. M., Demmin, D. L., & Bednar, J. A. (2017) · Computational Psychiatry · doi:10.1162/cpsy_a_00005 · Cited by 26 · see citing works
Multiple forms of contour grouping deficits in schizophrenia: What is the role of spatial frequency?
Keane, B. P., Erlikhman, G., Kästner, S., Paterno, D., & Silverstein, S. M. (2014) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2014.10.031 · Cited by 26 · see citing works
“, 2000), and in still other cases, it was less than 4 cycles/deg (Robol et al., 2013; Schallmo et al., 2013).”
BackgroundImplications of Information Theory for Computational Modeling of Schizophrenia
Silverstein, S. M., Wibral, M., & Phillips, W. A. (2017) · Computational Psychiatry · doi:10.1162/cpsy_a_00004 · Cited by 22 · see citing works
“…studies from multiple paradigms in multiple sensory domains have indicated less precise neuronal tuning than among healthy controls (Green, Lee, Wynn, & Mathis, 2011; Harvey et al., 2011; Javitt, Strous, Grochowski, Ritter, & Cowan, 1997; Rokem et al., 2011; Schallmo, Sponheim, & Olman, 2013).”
BackgroundRamsay, I. S., Schallmo, M., Biagianti, B., Fisher, M., Vinogradov, S., & Sponheim, S. R. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.00638 · Cited by 21 · see citing works
“In studies of schizophrenia, bipolar disorder, their respective relatives, and controls, surround suppression and contour detection were both found to be weaker in schizophrenia, relatively less weak in bipolar disorder, and functionally spared in both relative groups (57, 58).”
BackgroundKeane, B. P., Paterno, D., Kästner, S., Krekelberg, B., & Silverstein, S. M. (2018) · Journal of Abnormal Psychology · doi:10.1037/abn0000384 · Cited by 20 · see citing works
Boudewyn, M. A., Erickson, M. A., Winsler, K., Barch, D. M., Carter, C. S., Frank, M. J., Gold, J. M., MacDonald, A. W., Ragland, J. D., Silverstein, S. M., et al. (2024) · Schizophrenia Bulletin · doi:10.1093/schbul/sbae038 · Cited by 16 · see citing works
Neural anomalies during vigilance in schizophrenia: Diagnostic specificity and genetic associations
Klein, S. D., Shekels, L. L., McGuire, K. A., & Sponheim, S. R. (2020) · NeuroImage Clinical · doi:10.1016/j.nicl.2020.102414 · Cited by 16 · see citing works
“stimuli in individuals with liability for schizophrenia (Pokorny et al., 2019; Schallmo et al., 2013; Silverstein et al., 2015).”
BackgroundGrove, T. B., Yao, B., Mueller, S. A., McLaughlin, M. M., Ellingrod, V. L., McInnis, M. G., Taylor, S. F., Deldin, P. J., & Tso, I. F. (2018) · Psychiatry Research · doi:10.1016/j.psychres.2018.04.061 · Cited by 13 · see citing works
“Preliminary studies on whether contour perception deficits are present in unaffected first-degree relatives of schizophrenia patients have yielded conflicting findings (Keri et al., 2004; Schallmo et al., 2013), and the presence of such deficts has yet to be investigated in ultra-high risk samples.”
The psychosis human connectome project: Design and rationale for studies of visual neurophysiology
Schallmo, M., Weldon, K. B., Kamath, R. S., Moser, H. R., Montoya, S. A., Killebrew, K. W., Demro, C., Grant, A., Marjańska, M., Sponheim, S. R., et al. (2023) · NeuroImage · doi:10.1016/j.neuroimage.2023.120060 · Cited by 9 · see citing works
Zhuo, C., Tian, H., Fang, T., Li, R., Li, Y., Kong, L., Cai, Z., Zheng, L., Lin, X., & Chen, C. (2020) · Europe PMC (PubMed Central) · Cited by 9 · see citing works
Pokorny, V., Sponheim, S. R., & Rawls, E. (2022) · Psychophysiology · doi:10.1111/psyp.14223 · Cited by 8 · see citing works
N -methyl d -aspartate receptor hypofunction reduces visual contextual integration
Schielke, A., & Krekelberg, B. (2021) · Journal of Vision · doi:10.1167/jov.21.6.9 · Cited by 8 · see citing works
Pokorny, V., Schallmo, M., Sponheim, S. R., & Olman, C. A. (2023) · Journal of Vision · doi:10.1167/jov.23.2.2 · Cited by 9 · see citing works
Perceptual Mechanisms of Visual Hallucinations and Illusions in Psychosis
Klein, S. D., Olman, C. A., & Sponheim, S. R. (2020) · Journal of Psychiatry and Brain Science · doi:10.20900/jpbs.20200020 · Cited by 6 · see citing works
“Group by term interactions of interest involve parameters EEgg|cc,ss and EEgg|cc based on our previous findings that differences in orientation tuning of surround suppression are evident in IPDs [14].”
MethodPokorny, V., & Sponheim, S. R. (2021) · Schizophrenia Bulletin · doi:10.1093/schbul/sbab127 · Cited by 6 · see citing works
Jayakumar, S., Ahmed, A. O., Butler, P. D., Silverstein, S. M., Thompson, J. L., & Seitz, A. R. (2024) · Vision Research · doi:10.1016/j.visres.2024.108394 · Cited by 5 · see citing works
“We note that the current study failed to find significant differences between the groups on squiggles and lines, which has been observed in previous studies (Robol et al., 2013; Schallmo et al., 2013).”
Visual integration deficits associated with psychosis are independent of diagnosis
Geljic, M., Mitchell, M., Stevens, K.-A., Holbrook, H., Darke, H., Goodbourn, P. T., Damicoucas, C., Asghari-Jafarabadi, M., Sundram, S., & Carter, O. L. (2025) · Schizophrenia · doi:10.1038/s41537-025-00606-0 · Cited by 4 · see citing works
“Numerous studies have shown evidence of impaired contour integration performance in schizophrenia populations compared to healthy individuals, who are more successful at distinguishing the form of the fragmented shapes 22 – 29 .”
Faster bi-stable visual switching in psychosis
Killebrew, K. W., Moser, H. R., Grant, A., Marjańska, M., Sponheim, S. R., & Schallmo, M. (2024) · Translational Psychiatry · doi:10.1038/s41398-024-02913-z · Cited by 4 · see citing works
Barch, D. M., Boudewyn, M. A., Carter, C. S., Erickson, M. A., Frank, M. J., Gold, J. M., Luck, S. J., MacDonald, A. W., Ragland, J. D., Charan Ranganath, A., et al. (2022) · Current topics in behavioral neurosciences · doi:10.1007/7854_2022_391 · Cited by 4 · see citing works
“Behaviorally, schizophrenia individuals exhibit impaired precision in the form of broadened orientation tuning (Yoon et al. 2010; Rokem et al. 2011; Schallmo et al. 2013), hypothesized to re fl ect altered excitation/inhibition (E/I) balance (Krystal et al. 2017) and/or coarsening of representations…”
Schizophrenia and visual perception disturbances
Torales, J. C., Meyer, E. D. D., & Fariña, E. D. (2020) · Revista Virtual de la Sociedad Paraguaya de Medicina Interna · doi:10.18004/rvspmi/2312-3893/2020.07.02.96 · Cited by 3 · see citing works
“Otras formas se perciben como el fondo que avanza y se destaca en relación al centro o un colapso de (53-57) la periferia que se precipita en el centro o el imperio del blanco-negro-brillante .”
Klein, S. D., Teich, C. D., Pokorny, V., Rawls, E., Olman, C. A., & Sponheim, S. R. (2024) · Schizophrenia Bulletin · doi:10.1093/schbul/sbae103 · Cited by 2 · see citing works
Stevens, K. L., Teich, C. D., Longenecker, J., & Sponheim, S. R. (2023) · Schizophrenia Research · doi:10.1016/j.schres.2023.02.019 · Cited by 2 · see citing works
Cellular frustration algorithms for anomaly detection applications
Faria, B. F., & de Abreu, F. V. (2019) · PLoS ONE · doi:10.1371/journal.pone.0218930 · Cited by 2 · see citing works
Cessa, R., Ghiani, A., Cenk, E., & Bertamini, M. (2026) · Schizophrenia Research · doi:10.1016/j.schres.2026.01.004 · Cited by 2 · see citing works
Impaired Contour Object Perception in Psychosis
Kamath, R. S., Weldon, K. B., Moser, H. R., Montoya, S., Abdullahi, K. S., Burton, P. C., Sponheim, S. R., Olman, C. A., & Schallmo, M. (2024) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2024.12.002 · Cited by 1 · see citing works
Center-surround processing in psychosisPreprint
Montoya, S. A., Moser, H. R., Kamath, R. S., Chong, L. S., Grant, A., Marjańska, M., Sponheim, S. R., Engel, S. A., Olman, C. A., & Schallmo, M. (2025) · medRxiv · doi:10.1101/2025.08.15.25333221 · Cited by 1 · see citing works
Jadhav, V., Jaiswal, N., Naik, N., & Gokhale, P. S. (2021) · International Journal of Medical Science and Clinical Research Studies · doi:10.47191/ijmscrs/v1-i9-06
Pokorny, V., Schallmo, M., Sponheim, S. R., & Olman, C. A. (2022) · medRxiv · doi:10.1101/2022.05.10.22273873
N -Methyl d -aspartate receptor hypofunction reduces steady-state visual-evoked potentials
Schielke, A., & Krekelberg, B. (2025) · Journal of Neurophysiology · doi:10.1152/jn.00296.2024
- Authors
- Schallmo, M.-P., Sponheim, S. R., & Olman, C. A.
- Affiliations
- University of Minnesota (US)
- Corresponding author
- Schallmo, Michael-Paul
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2013-06-18
- Volume
- 8
- Issue
- 6
- Pages
- e68090
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC3688981
- OpenAlex
- W2020307436
- Cited by
- 41
- References
- 62
- Citations by year
- 2026: 1 · 2025: 3 · 2024: 5 · 2023: 3 · 2022: 3 · 2021: 4 · 2020: 5 · 2019: 2 · 2018: 3 · 2017: 2 · 2016: 2 · 2015: 4 · 2014: 3 · 2013: 1
- FWCI
- 1.83
- Type
- journal article
- Language
- en
- Update notices
- correction (2013-10-23)
- Open access
- gold
- doi.org
- Licence
- Locations
- PLoS ONE (publishedVersion, public-domain)
- Europe PMC (PubMed Central) (publishedVersion, public-domain)
- PubMed Central (publishedVersion, public-domain)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Science Foundation (00006595)
- U.S. Department of Veterans Affairs (I01 CX000227)
- National Institutes of Health (I01CX000227)
- National Institute of General Medical Sciences (T32 GM08471, T32GM008471)
- National Institute of Neurological Disorders and Stroke (R21NS075525)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Health Sciences › Medicine › Psychiatry and Mental health › Schizophrenia research and treatment
- Life Sciences › Neuroscience › Cognitive Neuroscience › Hallucinations in medical conditions
- Keywords
- schizophrenia, contextual modulation, genetic susceptibility, first-degree relatives, orientation tuning, perceptual deficits
- MeSH terms
- Adult, Female, Form Perception, Humans, Male, Middle Aged, Models, Theoretical, Schizophrenia
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