Multivariate Relationships Between Cognition and Brain Anatomy Across the Psychosis Spectrum.

BACKGROUND Cognitive and structural brain abnormalities range from mild to severe in psychosis. The relationships of specific cognitive functions to specific brain structures across the psychosis spectrum is less certain. METHODS Participants (n = 678) with bipolar, schizoaffective, or schizophrenia psychoses and healthy control subjects were recruited via the Bipolar-Schizophrenia Network for Intermediate Phenotypes. The Schizo-Bipolar Scale was used to create a psychosis continuum (from purely affective to purely nonaffective). Canonical correlation between 14 cognitive measures and structural brain measures (gray matter volume, cortical thickness, cortical surface area, and local gyrification indices) for 68 neocortical regions yielded constructs that defined shared cognition-brain structure relationships. Canonical discriminant analysis was used to integrate these constructs and efficiently summarize cognition-brain structure relationships across the psychosis continuum. RESULTS General cognition was associated with larger gray matter volumes and thicker cortices but smaller cortical surface area in frontoparietal regions. Working memory was associated with larger volume and surface area in frontotemporal regions. Faster response speed was associated with thicker frontal cortices. Constructs that captured general cognitive ability and working memory and their relationship to cortical volumes primarily defined an ordered psychosis spectrum (purely affective, least abnormal through purely nonaffective, and most abnormal). A construct that captured general cognitive ability and its relationship to cortical surface area differentiated purely affective cases from other groups. CONCLUSIONS General cognition and working memory with cortical volume deviations characterized more nonaffective psychoses. Alternatively, affective psychosis cases with general cognitive deficits had deviations in cortical surface area, perhaps accounting for heterogeneous findings across previous studies.

[1]  Godfrey D Pearlson,et al.  Neuropsychological impairments in schizophrenia and psychotic bipolar disorder: findings from the Bipolar-Schizophrenia Network on Intermediate Phenotypes (B-SNIP) study. , 2013, The American journal of psychiatry.

[2]  P. Rakic A small step for the cell, a giant leap for mankind: a hypothesis of neocortical expansion during evolution , 1995, Trends in Neurosciences.

[3]  Lauren E. Ethridge,et al.  Diagnostic specificity and familiality of early versus late evoked potentials to auditory paired stimuli across the schizophrenia-bipolar psychosis spectrum. , 2014, Psychophysiology.

[4]  Scott R Sponheim,et al.  The dot pattern expectancy task: reliability and replication of deficits in schizophrenia. , 2010, Psychological assessment.

[5]  Michael F. Green,et al.  How neurocognition and social cognition influence functional change during community-based psychosocial rehabilitation for individuals with schizophrenia. , 2007, Schizophrenia bulletin.

[6]  Godfrey Pearlson,et al.  A dimensional approach to the psychosis spectrum between bipolar disorder and schizophrenia: The Schizo-Bipolar Scale , 2011, Schizophrenia Research.

[7]  Anders M. Dale,et al.  CORTICAL THICKNESS AND SUBCORTICAL VOLUMES IN SCHIZOPHRENIA AND BIPOLAR DISORDER , 2010, Schizophrenia Research.

[8]  Henry A. Nasrallah,et al.  Cognitive impairment and cerebral structure by MRI in bipolar disorder , 1990, Biological Psychiatry.

[9]  A. Dale,et al.  Distinct genetic influences on cortical surface area and cortical thickness. , 2009, Cerebral cortex.

[10]  John A Sweeney,et al.  Generalized and specific neurocognitive deficits in psychotic disorders: utility for evaluating pharmacological treatment effects and as intermediate phenotypes for gene discovery. , 2014, Schizophrenia bulletin.

[11]  C. Curtis,et al.  Persistent activity in the prefrontal cortex during working memory , 2003, Trends in Cognitive Sciences.

[12]  L. Altshuler,et al.  A preliminary study of the relation of neuropsychological performance to neuroanatomic structures in bipolar disorder. , 2000, Neuropsychiatry, neuropsychology, and behavioral neurology.

[13]  Lauren E. Ethridge,et al.  Behavioral response inhibition in psychotic disorders: Diagnostic specificity, familiality and relation to generalized cognitive deficit , 2014, Schizophrenia Research.

[14]  J. Sweeney,et al.  Early treatment-induced improvement of negative symptoms predicts cognitive functioning in treatment-naive first episode schizophrenia: a 2-year followup. , 2004, Schizophrenia bulletin.

[15]  R. Desimone,et al.  A neural mechanism for working and recognition memory in inferior temporal cortex. , 1991, Science.

[16]  A M McIntosh,et al.  Prefrontal gyral folding and its cognitive correlates in bipolar disorder and schizophrenia , 2009, Acta psychiatrica Scandinavica.

[17]  H. Sauer,et al.  Prefrontal gyrification in psychotic bipolar I disorder vs. schizophrenia. , 2015, Journal of affective disorders.

[18]  I. Melle,et al.  Cortical Volume, Surface Area, and Thickness in Schizophrenia and Bipolar Disorder , 2012, Biological Psychiatry.

[19]  D. Lawley,et al.  TESTS OF SIGNIFICANCE IN CANONICAL ANALYSIS , 1959 .

[20]  Kelvin O. Lim,et al.  Brain structure and function correlates of cognitive subtypes in schizophrenia , 2015, Psychiatry Research: Neuroimaging.

[21]  I. Melle,et al.  Brain Cortical Thickness and Surface Area Correlates of Neurocognitive Performance in Patients with Schizophrenia, Bipolar Disorder, and Healthy Adults , 2011, Journal of the International Neuropsychological Society.

[22]  Edward E. Smith,et al.  The Role of Parietal Cortex in Verbal Working Memory , 1998, The Journal of Neuroscience.

[23]  Nicolas Cherbuin,et al.  Cortical gyrification and its relationships with cortical volume, cortical thickness, and cognitive performance in healthy mid-life adults , 2015, Behavioural Brain Research.

[24]  Erick Jorge Canales-Rodríguez,et al.  Brain structural changes in schizoaffective disorder compared to schizophrenia and bipolar disorder , 2015, Acta psychiatrica Scandinavica.

[25]  G. Pearlson,et al.  Working memory impairment in probands with schizoaffective disorder and first degree relatives of schizophrenia probands extend beyond deficits predicted by generalized neuropsychological impairment , 2015, Schizophrenia Research.

[26]  N. Kanwisher,et al.  Neuroimaging of cognitive functions in human parietal cortex , 2001, Current Opinion in Neurobiology.

[27]  V. Calhoun,et al.  Resting State Electroencephalogram Oscillatory Abnormalities in Schizophrenia and Psychotic Bipolar Patients and Their Relatives from the Bipolar and Schizophrenia Network on Intermediate Phenotypes Study , 2014, Biological Psychiatry.

[28]  A. Dale,et al.  The Genetic Association Between Neocortical Volume and General Cognitive Ability Is Driven by Global Surface Area Rather Than Thickness. , 2015, Cerebral cortex.

[29]  Philip D. Harvey,et al.  The Brief Assessment of Cognition in Schizophrenia: reliability, sensitivity, and comparison with a standard neurocognitive battery , 2004, Schizophrenia Research.

[30]  P. Goldman-Rakic,et al.  Coactivation of prefrontal cortex and inferior parietal cortex in working memory tasks revealed by 2DG functional mapping in the rhesus monkey , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[31]  Glenn Lawyer,et al.  Investigating relationships between cortical thickness and cognitive performance in patients with schizophrenia and healthy adults , 2010, Psychiatry Research: Neuroimaging.

[32]  Philip D. Harvey,et al.  Six-year follow-up study of cognitive and functional status across the lifespan in schizophrenia: a comparison with Alzheimer's disease and normal aging. , 2001, The American journal of psychiatry.

[33]  T. Lencz,et al.  Generalized and Specific Neurocognitive Deficits in Prodromal Schizophrenia , 2006, Biological Psychiatry.

[34]  J. Sweeney,et al.  Phenomenology of first-episode psychosis in schizophrenia, bipolar disorder, and unipolar depression: a comparative analysis. , 2012, Clinical schizophrenia & related psychoses.

[35]  N. Andreasen,et al.  Symptom dimensions and brain morphology in schizophrenia and related psychotic disorders. , 1995, Journal of psychiatric research.

[36]  William D S Killgore,et al.  Amygdala Volume and Verbal Memory Performance in Schizophrenia and Bipolar Disorder , 2009, Cognitive and behavioral neurology : official journal of the Society for Behavioral and Cognitive Neurology.

[37]  D. Glahn,et al.  The Neurocognitive Signature of Psychotic Bipolar Disorder , 2007, Biological Psychiatry.

[38]  T. Sharma,et al.  Cognitive function in schizophrenia. Deficits, functional consequences, and future treatment. , 2003, The Psychiatric clinics of North America.

[39]  Michael F. Green,et al.  Cognitive impairment and functional outcome in schizophrenia and bipolar disorder. , 2006, The Journal of clinical psychiatry.

[40]  Elena Antonova,et al.  The relationship between brain structure and neurocognition in schizophrenia: a selective review , 2004, Schizophrenia Research.

[41]  J. Ricker,et al.  Confirmatory factor analysis of the Wechsler Memory Scale-III. , 1999, Journal of clinical and experimental neuropsychology.

[42]  Robert H. Paul,et al.  The relationship between frontal gray matter volume and cognition varies across the healthy adult lifespan. , 2006, The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry.

[43]  Deanna M Barch,et al.  Optimization of a goal maintenance task for use in clinical applications. , 2012, Schizophrenia bulletin.

[44]  G. Bartzokis,et al.  Amygdala enlargement in bipolar disorder and hippocampal reduction in schizophrenia: an MRI study demonstrating neuroanatomic specificity. , 1998, Archives of general psychiatry.

[45]  Elvira Bramon,et al.  Neuropsychological and neuroimaging underpinnings of schizoaffective disorder: a systematic review , 2016, Acta psychiatrica Scandinavica.

[46]  J. Sweeney,et al.  Pretreatment and longitudinal studies of neuropsychological deficits in antipsychotic-naı̈ve patients with schizophrenia , 2004, Schizophrenia Research.

[47]  J. Sweeney,et al.  A comparison of neuropsychological dysfunction in first-episode psychosis patients with unipolar depression, bipolar disorder, and schizophrenia , 2009, Schizophrenia Research.

[48]  Heather C Whalley,et al.  Review of functional magnetic resonance imaging studies comparing bipolar disorder and schizophrenia , 2012, Bipolar disorders.

[49]  John G. Csernansky,et al.  Cortical thickness in neuropsychologically near-normal schizophrenia , 2011, Schizophrenia Research.

[50]  R. M. Durand,et al.  Redundancy analysis: An alternative to canonical correlation and multivariate multiple regression in exploring interset associations. , 1988 .

[51]  Shitij Kapur,et al.  Specific and generalized neuropsychological deficits: a comparison of patients with various first-episode psychosis presentations. , 2010, The American journal of psychiatry.

[52]  Godfrey D Pearlson,et al.  Gray matter volume as an intermediate phenotype for psychosis: Bipolar-Schizophrenia Network on Intermediate Phenotypes (B-SNIP). , 2013, The American journal of psychiatry.

[53]  Jesús Pujol,et al.  The Effect of Medial Frontal and Posterior Parietal Demyelinating Lesions on Stroop Interference , 2001, NeuroImage.

[54]  R. Heinrichs The primacy of cognition in schizophrenia. , 2005, The American psychologist.

[55]  T. Shallice,et al.  Multiple frontal systems controlling response speed , 2005, Neuropsychologia.

[56]  G D Pearlson,et al.  Auditory hallucinations and smaller superior temporal gyral volume in schizophrenia. , 1990, The American journal of psychiatry.

[57]  J. Lieberman,et al.  Quantitative MRI measures of orbitofrontal cortex in patients with chronic schizophrenia or schizoaffective disorder , 2005, Psychiatry Research: Neuroimaging.

[58]  Gilles E. Gignac,et al.  Factors Influencing the Relationship Between Brain Size and Intelligence , 2003 .

[59]  Thomas R. Knösche,et al.  Who Comes First? The Role of the Prefrontal and Parietal Cortex in Cognitive Control , 2005, Journal of Cognitive Neuroscience.

[60]  Josef C. Schrock,et al.  Working memory capacity and the antisaccade task: individual differences in voluntary saccade control. , 2004, Journal of experimental psychology. Learning, memory, and cognition.

[61]  Daniel H Mathalon,et al.  Association of Neurocognition With Transition to Psychosis: Baseline Functioning in the Second Phase of the North American Prodrome Longitudinal Study. , 2016, JAMA psychiatry.

[62]  G. Pearlson,et al.  Brain Structure Biomarkers in the Psychosis Biotypes: Findings From the Bipolar-Schizophrenia Network for Intermediate Phenotypes , 2017, Biological Psychiatry.

[63]  Godfrey Pearlson,et al.  Bipolar and schizophrenia network for intermediate phenotypes: outcomes across the psychosis continuum. , 2014, Schizophrenia bulletin.

[64]  G. Barker,et al.  Changes in the Frontotemporal Cortex and Cognitive Correlates in First-Episode Psychosis , 2010, Biological Psychiatry.

[65]  G. Pearlson,et al.  Impaired Context Processing is Attributable to Global Neuropsychological Impairment in Schizophrenia and Psychotic Bipolar Disorder , 2016, Schizophrenia bulletin.

[66]  Chiara Sabatti,et al.  Brain structure-function associations in multi-generational families genetically enriched for bipolar disorder. , 2015, Brain : a journal of neurology.

[67]  Jim van Os,et al.  Cognitive functioning in patients with schizophrenia and bipolar disorder: A quantitative review , 2005, Schizophrenia Research.

[68]  S. Frangou,et al.  Structural brain correlates of response inhibition in Bipolar Disorder I , 2008, Journal of psychopharmacology.

[69]  G. Pearlson,et al.  Impulsivity across the psychosis spectrum: Correlates of cortical volume, suicidal history, and social and global function , 2016, Schizophrenia Research.

[70]  S. Strakowski,et al.  Anterior cingulate subregion volumes and executive function in bipolar disorder. , 2006, Bipolar disorders.

[71]  Stine K. Krogsrud,et al.  Neurodevelopmental origins of lifespan changes in brain and cognition , 2016, Proceedings of the National Academy of Sciences.

[72]  J. Sweeney,et al.  Impairment of verbal memory and learning in antipsychotic-naı̈ve patients with first-episode schizophrenia , 2004, Schizophrenia Research.

[73]  Klaus P. Ebmeier,et al.  Magnetic resonance imaging studies in bipolar disorder and schizophrenia: meta-analysis. , 2009, The British journal of psychiatry : the journal of mental science.

[74]  Hye-Seung Lee,et al.  Canonical Correlation Analysis Using Small Number of Samples , 2007, Commun. Stat. Simul. Comput..

[75]  Stephen Lawrie,et al.  Pre-frontal lobe gyrification index in schizophrenia, mental retardation and comorbid groups: An automated study , 2007, NeuroImage.

[76]  Brian T. Gold,et al.  Speed of lexical decision correlates with diffusion anisotropy in left parietal and frontal white matter: Evidence from diffusion tensor imaging , 2007, Neuropsychologia.

[77]  G. Pearlson,et al.  Clinical phenotypes of psychosis in the Bipolar-Schizophrenia Network on Intermediate Phenotypes (B-SNIP). , 2013, The American journal of psychiatry.

[78]  H. Möller,et al.  The Kraepelinian dichotomy: preliminary results of a 15-year follow-up study on functional psychoses: focus on negative symptoms , 2002, Schizophrenia Research.

[79]  Daniel L. Schacter,et al.  Default network activity, coupled with the frontoparietal control network, supports goal-directed cognition , 2010, NeuroImage.

[80]  G. Pearlson,et al.  Unitary construct of generalized cognitive ability underlying BACS performance across psychotic disorders and in their first-degree relatives , 2016, Schizophrenia Research.

[81]  S. Strakowski,et al.  Neuroanatomic characterization of schizoaffective disorder using MRI: a pilot study , 2002, Schizophrenia Research.

[82]  R. Engle,et al.  The nature of individual differences in working memory capacity: active maintenance in primary memory and controlled search from secondary memory. , 2007, Psychological review.

[83]  G. Pearlson,et al.  Local Gyrification Index in Probands with Psychotic Disorders and Their First-Degree Relatives , 2014, Biological Psychiatry.

[84]  R. Mõttus,et al.  Cortical thickness and surface area correlates with cognitive dysfunction among first-episode psychosis patients , 2016, Psychological Medicine.

[85]  A. Jensen,et al.  Psychometric g: Definition and substantiation. , 2002 .

[86]  Gary J. Robertson,et al.  Wide‐Range Achievement Test , 2010 .

[87]  Chiara S. Haller,et al.  Correlations between brain structure and symptom dimensions of psychosis in schizophrenia, schizoaffective, and psychotic bipolar I disorders. , 2015, Schizophrenia bulletin.

[88]  S. Funahashi,et al.  Working memory and prefrontal cortex , 1994, Neuroscience Research.

[89]  Godfrey D Pearlson,et al.  Elevated antisaccade error rate as an intermediate phenotype for psychosis across diagnostic categories. , 2014, Schizophrenia bulletin.

[90]  D. Tulsky,et al.  Memory Span on the Wechsler Scales , 2004, Journal of clinical and experimental neuropsychology.

[91]  D. Jeste,et al.  Stability and course of neuropsychological deficits in schizophrenia. , 2001, Archives of general psychiatry.

[92]  P. E. Hallett,et al.  Primary and secondary saccades to goals defined by instructions , 1978, Vision Research.