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Characterising Demographic, Clinical and Functional Features of Cognitive Subgroups in Schizophrenia Spectrum Disorders: A Systematic Review

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Abstract

Considerable cognitive heterogeneity is present within the schizophrenia spectrum disorder (SSD) population. Several subgroups characterised by more homogenous cognitive profiles have been identified. It is not yet clear however, whether these subgroups represent different points along a continuum of cognitive symptom severity, or whether they reflect unique profiles of the disorder. One way to determine this is by comparing subgroups on their non-cognitive characteristics. The aim of the present review was to systematically summarise our current understanding of the non-cognitive features of the cognitive subgroups of schizophrenia spectrum disorder (SSD). Thirty-five relevant studies were identified from January 1980 to March 2020. Cognitive subgroups were consistently compared on age, sex, education, age of illness onset, illness duration, positive, negative and disorganised symptoms, depression and psychosocial functioning. It was revealed that subgroups were consistently distinguished by education, negative symptom severity and degree of functional impairment; with subgroups characterised by worse cognitive functioning performing/rated worse on these characteristics. The lack of consistent subgroup differences for the majority of the non-cognitive characteristics provides partial support for the notion that cognitive subgrouping in SSD is not simply reflecting a rehash of previously identified clinical subtypes. However, as subgroups were consistently distinguished by three characteristics known to be associated with cognition, our understanding of the extent to which the cognitive subgrouping approach is representing separate subtypes versus subdivisions along a continuum of symptom severity is still not definitive.

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References

  • Ammari, N., Heinrichs, R. W., & Miles, A. A. (2010). An investigation of 3 neurocognitive subtypes in schizophrenia. Schizophrenia Research, 121, 32–38.

    Article  PubMed  Google Scholar 

  • Ammari, N., Walter Heinrichs, R., Pinnock, F., Miles, A. A., & Muharib, e. & Vaz, S. M. (2014). Preserved, deteriorated, and premorbidly impaired patterns of intellectual ability in schizophrenia. Neuropsychology, 28, 353–358.

    Article  Google Scholar 

  • Bobes, J., Arango, C., Garcia-Garcia, M. & Rejas, J. (2010). Prevalence of negative symptoms in outpatients with schizophrenia spectrum disorders treated with antipsychotics in routine clinical practice: findings from the CLAMORS study. The Journal of Clinical Psychiatry.

  • Bowie, C. R., Leung, W. W., Reichenberg, A., McClure, M. M., Patterson, T. L., Heaton, R. K., & Harvey, P. D. (2008). Predicting schizophrenia patients’ real-world behavior with specific neuropsychological and functional capacity measures. Biological Psychiatry, 63, 505–511.

    Article  PubMed  Google Scholar 

  • Bowie, C. R., Reichenberg, A., Patterson, T. L., Heaton, R. K., & Harvey, P. D. (2006). Determinants of real-world functional performance in schizophrenia subjects: Correlations with cognition, functional capacity, and symptoms. The American Journal of Psychiatry, 163, 418–425.

    Article  PubMed  Google Scholar 

  • Bowie, C. R., Reichenberg, A., Rieckmann, N., Parrella, M., White, L., & Harvey, P. D. (2004). Stability and functional correlates of memory-based classification in older schizophrenia patients. The American Journal of Geriatric Psychiatry, 12, 376–386.

    Article  Google Scholar 

  • Butler, R. W., Jenkins, M. A., Sprock, J., & Braff, D. L. (1992). Wisconsin Card Sorting Test deficits in chronic paranoid schizophrneia – Evidence for a realatively discrete subgroup. Schizophrenia Research, 7, 169–176.

    Article  CAS  PubMed  Google Scholar 

  • Carruthers, S. P., Gurvich, C. T., Meyer, D., Bousman, C., Everall, I. P., Neill, E., Pantelis, C., Sumner, P. J., Tan, E. J., & Thomas, E. H. (2019a). Exploring heterogeneity on the Wisconsin Card Sorting Test in schizophrenia spectrum disorders: A cluster analytical investigation. Journal of the International Neuropsychological Society, 25, 750–760.

    Article  PubMed  Google Scholar 

  • Carruthers, S. P., Gurvich, C. T., & Rossell, S. L. (2015). The muscarinic system, cognition and schizophrenia. Neuroscience and Biobehavioral Reviews, 55, 393–402.

    Article  CAS  PubMed  Google Scholar 

  • Carruthers, S. P., Van Rheenen, T. E., Gurvich, C., Sumner, P. J., & Rossell, S. L. (2019b). Characterising the structure of cognitive hetereogenity in schizophrenia spectrum disorder: A systematic review and narrative synthesis. Neuroscience and Biobehavioral Reviews, 107, 252–278.

    Article  PubMed  Google Scholar 

  • Choi, K.-H., Wykes, T., & Kurtz, M. M. (2013). Adjunctive pharmacotherapy for cognitive deficits in schizophrenia: Meta-analytical investigation of efficacy. British Journal of Psychiatry, 203, 172–178.

    Article  Google Scholar 

  • Clementz, B. A., Sweeney, J. A., Hamm, J. P., Ivleva, E. I., Ethridge, L. E., Pearlson, G. D., Keshavan, M. S., & Tamminga, C. A. (2016). Identification of distinct psychosis biotypes using brain-based biomarkers. American Journal of Psychiatry, 173, 373-384.

  • Cobia, D. J., Csernansky, J. G., & Wang, L. (2011). Cortical thickness in neuropsychologically near-normal schizophrenia. Schizophrenia Research, 133, 68-76.

  • Czepielewski, L. S., Wang, L., Gama, C. S., & Barch, D. M. (2017). The relationship of intellectual functioning and cognitive performance to brain structure in schizophrenia. Schizophrenia Bulletin, 43, 355–364.

    PubMed  Google Scholar 

  • Dawes, S. E., Jeste, D. V., & Palmer, B. W. (2011). Cognitive profiles in persons with chronic schizophrenia. Journal of Clinical and Experimental Neuropsychology, 33, 929–936.

    Article  PubMed  PubMed Central  Google Scholar 

  • de Gracia Dominguez, M., Viechtbauer, W., Simons, C. J. P., van Os, J., & Krabbendam, L. (2009). Are psychotic psychopathology and neurocognition orthogonal? A systematic review of their associations. Psychological Bulletin, 135, 157–171.

    Article  Google Scholar 

  • DeQuardo, J. R., Goldman, R. S., Tandon, R., McGrath-Giroux, M., & Kim, L. (1995). Comparison of indices of premorbid function in schizophrenia. Schizophrenia Research, 15, 283–290.

    Article  CAS  PubMed  Google Scholar 

  • Fett, A. K. J., Viechtbauer, W., Dominguez, M. D. G., Penn, D. L., van Os, J., & Krabbendam, L. (2011). The relationship between neurocognition and social cognition with functional outcomes in schizophrenia: A meta-analysis. Neuroscience and Biobehavioral Reviews, 35, 573–588.

    Article  PubMed  Google Scholar 

  • Fioravanti, M., Carlone, O., Vitale, B., Cinti, M. E., & Clare, L. (2005). A meta-analysis of cognitive deficits in adults with a diagnosis of schizophrenia. Neuropsychology Review, 15, 73–95.

    Article  PubMed  Google Scholar 

  • Foussias, G., & Remington, G. (2010). Negative symptoms in schizophrenia: Avolition and Occam;s Razor. Schizophrenia Bulletin, 36, 359–369.

    Article  PubMed  Google Scholar 

  • Fusar-Poli, P., Papanastasiou, E., Stahl, D., Rocchetti, M., Carpenter, W., Shergill, S., & McGuire, P. (2015). Treatments of negative symptoms in schizophrenia: Meta-analysis of 168 randomized placebo-controlled trials. Schizophrenia Bulletin, 41, 892–899.

    Article  PubMed  Google Scholar 

  • Geisler, D., Walton, E., Naylor, M., Roessner, V., Lim, K. O., Schulz, S. C., Gollub, R. L., Calhoun, V. D., Sponheim, S. R. & Ehrlich, S. (2015). Brain structure and function correlates of cognitive subtypes in schizophrenia. Psychiatry Research: Neuroimaging, 234, 74–83.

  • Green, M. F., Horan, W. P., & Lee, J. (2019a). Nonsocial and social cognition in schizophrenia: Current evidence and future directions. World Psychiatr., 18, 146–161.

    Article  Google Scholar 

  • Green, M. J., Cairns, M. J., Wu, J., Dragovic, M., Jablensky, A., Tooney, P. A., Scott, R. J., Carr, V. J. & Australian Schizophrenia Research Bank. (2013). Genome-wide supported variant MIR137 and severe negative symptoms predict membership of an impaired cognitive subtype of schizophrenia. Mol. Psychiatr., 18, 774–780.

    Article  Google Scholar 

  • Green, M. J., Girshkin, L., Kremerskothen, K., Watkeys, O. & Quidé, Y. (2019b). A systematic review of studies reporting data-driven cognitive subtypes across the psychosis spectrum. Neuropsychology Review, 1–15.

  • Guimond, S., Chakravarty, M. M., Bergeron-Gagnon, L., Patel, R. & Lepage, M. (2016). Verbal memory impairments in schizophrenia associated with cortical thinning. NeuroImage: Clinical, 11, 20–29.

  • Halverson, T. F., Orleans-Pobee, M., Merritt, C., Sheeran, P., Fett, A. K., & Penn, D. L. (2019). Pathways to functional outcomes in schizophrenia spectrum disorders: Meta-analysis of social cognitive and neurocognitive predictors. Neuroscience and Biobehavioral Reviews, 105, 212–219.

    Article  PubMed  Google Scholar 

  • Heinrichs, R. W., Miles, A. A., Smith, D., Zargarian, T., Vaz, S. M., Goldberg, J. O., & Ammari, N. (2008). Cognitive, clinical, and functional characteristics of verbally superior schizophrenia patients. Neuropsychol., 22, 321–328.

    Article  Google Scholar 

  • Heinrichs, R. W., Parlar, M., & Pinnock, F. (2017). Normal-Range Verbal-Declarative Memory in Schizophrenia. Neuropsychology, 31, 778–786.

    Google Scholar 

  • Heinrichs, R. W., Pinnock, F., Muharib, E., Hartman, L., Goldberg, J. & McDermid Vaz, S. (2015). Neurocognitive normality in schizophrenia revisited. Schizophrenia Research: Cognition, 2, 227–232.

  • Henry, J. D., & Crawford, J. R. (2005). A meta-analytic review of verbal fluency deficits in schizophrenia relative to other neurocognitive deficits. Cognitive Neuropsychiatry, 10, 1–33.

    Article  Google Scholar 

  • Hill, S. K., Ragland, J. D., Gur, R. C., & Gur, R. E. (2002). Neuropsychological profiles delineate distinct profiles of schizophrenia, an interaction between memory and executive function, and uneven distribution of clinical subtypes. Journal of Clinical and Experimental Neuropsychology, 24, 765–780.

    Article  PubMed  PubMed Central  Google Scholar 

  • Hovington, C. L., & Lepage, M. (2014). Neurocognition and neuroimaging of persistent negative symptoms of schizophrenia. Expert Review of Neurotherapeutics, 12, 53–69.

    Article  Google Scholar 

  • Karantonis, J. A., Carruthers, S. P., Burdick, K. E., Pantelis, C., Green, M. F., Rossell, S., Hughes, M., Cropley, V. & Van Rheenen, T. E. (2020a). Brain morphological characteristics of cognitive subgroups of schizophrenia-spectrum disorders and bipolar disorder: A systematic review with narrative synthesis. Manuscript submitted for publication.

  • Karantonis, J. A., Rossell, S., Carruthers, S. P., Sumner, P., Hughes, M., Green, M. F., Pantelis, C., Burdick, K. E., Cropley, V. & Van Rheenen, T. E. (2020b). Brain morphology does not clearly map to cognition in individuals on the bipolar-schizophrenia-spectrum: A cross diagnostic cognitive subgroups study. Manuscript submitted for publication.

  • Karantonis, J. A., Rossell, S. L., Carruthers, S. P., Sumner, P., Hughes, M., Green, M. J., Pantelis, C., Burdick, K. E., Cropley, V., & Van Rheenen, T. E. (2020c). Cognitive validation of cross-diagnostic cognitive subgroups on the schizophrenia-bipolar spectrum. Journal of Affective Disorders, 266, 710–721.

    Article  PubMed  Google Scholar 

  • Keefe, R. S. E., Eesley, C. E., & Poe, M. P. (2005). Defining a cognitive function decrement in schizophrenia. Biological Psychiatry, 57, 688–691.

    Article  Google Scholar 

  • Kremen, W. S., Seidman, L. J., Faraone, S. V., Toomey, R., & Tsuang, M. T. (2000). The paradox of normal neuropsychological function in schizophrenia. Journal of Abnormal Psychology, 109, 743.

    Article  CAS  PubMed  Google Scholar 

  • Kremen, W. S., Seidman, L. J., Faraone, S. V., & Tsuang, M. T. (2001). Intelligence quotient and neuropsychological profiles in patients with schizophrenia and in normal volunteers. Biological Psychiatry, 50, 453-462.

  • Kremen, W. S., Seidman, L. J., Faraone, S. V., & Tsuang, M. T. (2008). IQ decline in cross-sectional studies of schizophrenia: Methodology and interpretation. Psychiatry Research, 158, 181–194.

    Article  Google Scholar 

  • Le Carret, N., Lafont, S., Letenneur, L., Dartigues, J. F., Mayo, W., & Fabrigoule, C. (2003). The effect of education on cognitive performances and its implication for the constitution of the cognitive reserve. Developmental Neuropsychology, 23, 317–337.

    Article  PubMed  Google Scholar 

  • Lewandowski, K. E., Baker, J. T., McCarthy, J. M., Norris, L. A., & Öngür, D. (2018). Reproducibility of cognitive profiles in psychosis using cluster analysis. Journal of the International Neuropsychological Society, 24, 382–390.

    Article  PubMed  Google Scholar 

  • Liu, C. M., Fann, C. S., Chen, C. Y., Liu, Y. L., Oyang, Y. J., Yang, W. C., Chang, C. C., Wen, C. C., Chen, W. J., Hwang, T. J., Hsieh, M. H., Liu, C. C., Faraone, S. V., Tsuang, M. T., & Hwu, H. G. (2011). ANXA7, PPP3CB, DNAJC9, and ZMYND17 genes at chromosome 10q22 associated with the subgroup of schizophrenia with deficits in attention and executive function. Biological Psychiatry, 70, 51–58.

    Article  CAS  Google Scholar 

  • MacCabe, J. H., Brébion, G., Reichenberg, A., Ganguly, T., McKenna, P., Murray, R. M., & David, A. S. (2012). Superior intellectual ability in schizophrenia: Neuropsychological characteristics. Neuropsychol., 26, 181–190.

    Article  Google Scholar 

  • Marriott, M. E., & Care, E. (2004). Fluid and crystallised intelligence and their relationship to school outcome. Australian Journal of Educational and Developmental Psychology, 19, 97–108.

    Article  Google Scholar 

  • McDermid Vaz, S., & Heinrichs, R. W. (2006). Stability and validity of memory-based subtypes of schizophrenia. Journal of the International Neuropsychological Society, 12, 782–791.

    Google Scholar 

  • Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., Altman, D., Antes, G., Atkins, D., Barbour, V., Barrowman, N., Berlin, J. A., Clark, J., Clarke, M., Cook, D., D'Amico, R., Deeks, J. J., Devereaux, P. J., Dickersin, K., Egger, M., Ernst, E., Gøtzsche, P. C., Grimshaw, J., Guyatt, G., Higgins, J., Ioannidis, J. P. A., Kleijnen, J., Lang, T., Magrini, N., McNamee, D., Moja, L., Mulrow, C., Napoli, M., Oxman, A., Pham, B., Rennie, D., Sampson, M., Schulz, K. F., Shekelle, P. G., Tovey, D., & Tugwell, P. (2009). Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. PLoS Medicine, 6

  • Muharib, E., Heinrichs, R. W., Miles, A., Pinnock, F., Vaz, S. M., & Ammari, N. (2014). Community outcome in cognitively normal schizophrenia patients. Journal of the International Neuropsychological Society, 20, 805–811.

    Article  PubMed  Google Scholar 

  • Ortiz-Gil, J., Pomarol-Clotet, E., Salvador, R., Canales-Rodríguez, E. J., Sarró, S., Gomar, J. J., Guerrero, A., Sans-Sansa, B., Capdevila, A., Junqué, C., & McKenna, P. J. (2011). Neural correlates of cognitive impairment in schizophrenia. British Journal of Psychiatry, 199, 202–210.

    Article  Google Scholar 

  • Palmer, B. W., Heaton, R. K., Paulsen, J. S., Kuck, J., Braff, D., Harris, M. J., Zisook, S., & Jeste, D. V. (1997). Is it possible to be schizophrenic yet neuropsychologically normal? Neuropsychology, 11, 437-446.

  • Potter, A. I., & Nestor, P. G. (2010). IQ subtypes in schizophrenia: Distinct symptom and neuropsychological profiles. The Journal of Nervous and Mental Disease, 198, 580–585.

    Article  PubMed  Google Scholar 

  • Reser, M. P., Slikboer, R., & Rossell, S. L. (2019). A systematic review of factors that influence the efficacy of cognitive remediation therapy in schizophrenia. Australian and New Zealand Journal of Psychiatry, 53, 624–641.

    Article  Google Scholar 

  • Rüsch, N., Spoletini, I., Wilke, M., Bria, P., Di Paola, M., Di Iulio, F., Martinotti, G., Caltagirone, C., & Spalletta, G. (2007). Prefrontal-thalamic-cerebellar gray matter networks and executive functioning in schizophrenia. Schizophrenia Research, 93, 79–89.

    Article  PubMed  Google Scholar 

  • Seaton, B. E., Allen, D. N., Goldstein, G., Kelley, M. E., & Van Kammen, D. P. (1999). Relations between cognitive and symptom profile heterogeneity in schizophrenia. The Journal of Nervous and Mental Disease, 187, 414–419.

    Article  CAS  PubMed  Google Scholar 

  • Stern, Y. (2002). What is cognitive reserve? Theory and research application of the reserve concept. Journal of the international neuropsychological society, 8(3), 448-460.

  • Strassnig, M., Bowie, C., Pinkham, A. E., Penn, D., Twamley, E. W., Patterson, T. L., & Harvey, P. D. (2018). Which levels of cognitive impairments and negative symptoms are related to functional deficits in schizophrenia? Journal of Psychiatric Research, 104, 124–129.

    Article  CAS  PubMed  Google Scholar 

  • Tandon, R., Nasrallah, H. A., & Keshavan, M. S. (2009). Schizophrenia, “just the facts” 4. Clinical Features and Conceptualization. Schizophrenia Research, 110, 1–23.

    PubMed  Google Scholar 

  • Turetsky, B. I., Moberg, P. J., Mozley, L. H., Moelter, S. T., Agrin, R. N., Gur, R. C., & Gur, R. E. (2002). Memory-delineated subtypes of schizophrenia: Relationship to clinical, neuroanatomical, and neurophysiological measures. Neuropsychology, 16, 481–490.

    Article  Google Scholar 

  • Van Der Elst, W., Van Boxtel, M. P. J., Van Breukelen, G. J. P., & Jolles, J. (2006). The stroop color-word test: Influence of age, sex, and education; and normative data for a large sample across the adult age range. Assessment, 13, 62–79.

    Article  Google Scholar 

  • Van Rheenen, T. E., Cropley, V., Fagerlund, B., Wannan, C., Bruggemann, J., Lenroot, R. K., Sundram, S., Weickert, C. S., Weickert, T. W. & Zalesky, A. (2019). Cognitive reserve attenuates age-related cognitive decline in the context of putatively accelerated brain ageing in schizophrenia-spectrum disorders. Psychological Medicine, 1–15.

  • Van Rheenen, T. E., Cropley, V., Zalesky, A., Bousman, C., Wells, R., Bruggemann, J., Sundram, S., Weinberg, D., Lenroot, R. K., Pereira, A., Shannon Weickert, C., Weickert, T. W., & Pantelis, C. (2018). Widespread Volumetric Reductions in Schizophrenia and Schizoaffective Patients Displaying Compromised Cognitive Abilities. Schizophrenia Bulletin, 44, 560–574.

    Article  PubMed  Google Scholar 

  • Van Rheenen, T. E., Lewandowski, K. E., Tan, E. J., Ospina, L. H., Ongur, D., Neill, E., Gurvich, C., Pantelis, C., Malhotra, A. K., Rossell, S. L., & Burdick, K. E. (2017). Characterizing cognitive heterogeneity on the schizophrenia-bipolar disorder spectrum. Psychological Medicine, 47, 1848–1864.

    Article  PubMed  Google Scholar 

  • Vaskinn, A., Hartberg, C. B., Sundet, K., Westlye, L. T., Andreassen, O. A., Melle, I., & Agartz, I. (2015). Brain structure characteristics in intellectually superior schizophrenia. Psychiatry Research - Neuroimaging, 232, 123–129.

    Article  Google Scholar 

  • Vaskinn, A., Sundet, K., Friis, S., Ueland, T., Simonsen, C., Birkenaes, A. B., Engh, J. A., Opjordsmoen, S., & Andreassen, O. A. (2008). Can learning potential in schizophrenia be assessed with the standard CVLT-II? An exploratory study. Scandinavian Journal of Psychology, 49, 179–186.

    Article  PubMed  Google Scholar 

  • Vaskinn, A., Ueland, T., Melle, I., Agartz, I., Andreassen, O. A., & Sundet, K. (2014). Neurocognitive decrements are present in intellectually superior schizophrenia. Frontiers in Psychiatry, 5.

  • Ventura, J., Hellemann, G. S., Thames, A. D., Koellner, V., & Nuechterlein, K. H. (2009). Symptoms as mediators of the relationship between neurocognition and functional outcome in schizophrenia: A meta-analysis. Schizophrenia Research, 113, 189–199.

    Article  PubMed  Google Scholar 

  • Weickert, T. W., Goldberg, T. E., Gold, J. M., Bigelow, L. B., Egan, M. F., & Weinberger, D. R. (2000). Cognitive impairments in patients with schizophrenia displaying preserved and compromised intellect. Archives Of General Psychiatry, 57, 907–913.

    Article  CAS  PubMed  Google Scholar 

  • Weinberg, D., Lenroot, R., Jacomb, I., Allen, K., Bruggemann, J., Wells, R., Balzan, R., Liu, D., Galletly, C., Catts, S. V., Weickert, C. S., & Weickert, T. W. (2016). Cognitive subtypes of schizophrenia characterized by differential brain volumetric reductions and cognitive decline. JAMA Psychiatry, 73, 1251–1259.

    Article  Google Scholar 

  • Wells, R., Swaminathan, V., Sundram, S., Weinberg, D., Bruggemann, J., Jacomb, I., Cropley, V., Lenroot, R., Pereira, A. M. & Zalesky, A. (2015). The impact of premorbid and current intellect in schizophrenia: cognitive, symptom, and functional outcomes. NPJ Schizophrenia, 1, 15043.

  • Yasuda, Y., Okada, N., Nemoto, K., Fukunaga, M., Yamamori, H., Ohi, K., Koshiyama, D., Kudo, N., Shiino, T., Morita, S., Morita, K., Azechi, H., Fujimoto, M., Miura, K., Watanabe, Y., Kasai, K., & Hashimoto, R. (2020). Brain morphological and functional features in cognitive subgroups of schizophrenia. Psychiatry and Clinical Neurosciences, 74, 191–203.

    Article  Google Scholar 

  • Yolland, C. O. B., Carruthers, S. P., Toh, W. L., Neill, E., Sumner, P. J., Thomas, E. H. X., Tan, E. J., Gurvich, C., Phillipou, A., Van Rheenen, T. E. & Rossell, S. (2020). The relationship between negative symptoms and both social and non-social cognition in schizophrenia spectrum disorders. Journal of the International Neuropsychological Society.

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Acknowledgements

This work was supported by the Australian National Health and Medical Research Council (NHMRC; Project grant to Rossell, S., [GNT1060664], Early Career Fellowships to Van Rheenen, T [GNT1088785]), and a Senior Research Fellowship to Rossell, S [GNT154651]).

Funding

This work was supported by the Australian National Health and Medical Research Council (NHMRC; Project grant to Rossell, S., [GNT1060664], Early Career Fellowships to Van Rheenen, T [GNT1088785]), and a Senior Research Fellowship to Rossell, S [GNT154651]).

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Scopus Search Syntax

(TITLE-ABS-KEY (schizo* OR psychosis) AND TITLE-ABS-KEY (cognit* AND cluster) OR TITLE-ABS-KEY (cognit* AND heterogeneity) OR TITLE-ABS-KEY (cognit* AND "neuropsychologically normal") OR TITLE-ABS-KEY (cognit* AND subgroup)) AND DOCTYPE (ar) AND PUBYEAR> 1979

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((schizophrenia spectrum and other psychotic disorders[MeSH Terms])) AND (cognition[Title/Abstract] OR cognitive[Title/Abstract] OR neuropsychology[Title/Abstract] OR neuropsychologically[Title/Abstract] OR intelligence[Title/Abstract] OR intellect[Title/Abstract] OR memory[Title/Abstract] OR learning[Title/Abstract] OR attention[Title/Abstract] OR vigilance[Title/Abstract] OR speed of processing[Title/Abstract] OR executive[Title/Abstract] OR flexibility[Title/Abstract] OR reasoning[Title/Abstract] OR problem solving[Title/Abstract]) AND (cluster[Title/Abstract] OR subgroup[Title/Abstract] OR subtyp[Title/Abstract] OR heterogeneity[Title/Abstract])) AND ("1980/01/01"[Date - Publication] : "3000"[Date - Publication]))

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((TS=(schizo* OR psychosis) AND (TS=(cognit* AND cluster) OR TS=(cognit* AND subgroup) OR TS=(cognit* AND subtype) OR TS=(cognit* AND heterogeneity) or TS=(cognit* AND "neuropsychologically normal"))) OR (TI=(schizo* OR psychosis) AND (TI=(cognit* AND cluster) OR TI=(cognit* AND subgroup) OR TI=(cognit* AND subtype) OR TI=(cognit* AND heterogeneity) or TI=(cognit* AND "neuropsychologically normal")))) AND LANGUAGE:(English) AND DOCUMENT TYPES: (Article)

Table 5 Summary of method reportedly used to age-adjust performance on subgrouping variables prior to subgrouping.
Table 6 Summary of method reportedly used to adjust for sex prior to subgrouping
Table 7 Summary of method reportedly used to adjust for education prior to subgrouping

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Carruthers, S.P., Van Rheenen, T.E., Karantonis, J.A. et al. Characterising Demographic, Clinical and Functional Features of Cognitive Subgroups in Schizophrenia Spectrum Disorders: A Systematic Review. Neuropsychol Rev 32, 807–827 (2022). https://doi.org/10.1007/s11065-021-09525-0

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