Social cognition, neurocognition, symptomatology, functional competences and outcomes in people with schizophrenia - A network analysis perspective

Michal Hajdúk, David L Penn, Philip D Harvey, Amy E Pinkham, Michal Hajdúk, David L Penn, Philip D Harvey, Amy E Pinkham

Abstract

Background: Extensive difficulties in reaching functional milestones characterize schizophrenia and related psychotic disorders. These impairments are in part explained by lower social cognitive abilities, cognitive impairment, and current psychopathology. The present study aims to model dynamic associations among social cognition, neurocognition, psychopathology, social skills, functional capacity, and functional outcomes in schizophrenia using network analysis in order to identify those factors that are most central to functioning.

Methods: The sample consisted of 408 patients with schizophrenia spectrum disorders who were drawn from the SCOPE project. Participants completed a complex battery of state-of-the-art measures of social cognition, neurocognition, and functional outcomes. Gaussian Graphical Modeling was used for estimation of the network structure. Accuracy of the network was evaluated using the Bootstrap method.

Results: Data supported the importance of functional capacity and social skills, which are prerequisites to real - world outcomes. These variables were among the most central in the network. Social cognition was related to functional capacity, social skills, and real - world functioning. Negative symptoms were connected to functional capacity, social skills, and real - world functioning.

Conclusions: Predictors of functional outcomes are complexly associated with each other. Functional capacity, social - skills, working memory, negative symptoms, mentalizing, and emotion recognition were central nodes that support their importance as potential targets of personalized intervention.

Keywords: Cognition; Competence; Functional outcomes; Network analysis; Schizophrenia; Social cognition.

Copyright © 2021 Elsevier Ltd. All rights reserved.

Figures

Figure 1.
Figure 1.
Network Plot Footnote: BLERT – Bell - Lysaker Emotion Recognition Test, ER – PENN Emotion Recognition test ER – 40, Eyes – Reading the Mind in the Eye Test, TAS – The Awareness of Social Inferences Test, HT – Hinting Task, HVLT – Hopkins Verbal Learning Test, LNS – Letter Number Sequencing, AF – Animal Fluency, SC – Symbol coding, TMT – Trail Making Test, SSPA – Social Skills Performance Assessment, UPSA – UCSD Performance Based Assessment, NEG – PANSS Negative symptoms, GEN – PANSS General psychopathology, POS – PANSS Positive symptoms, WS – SLOF Work skills, ACT – SLOF Activities, IR – SLOF Interpersonal Relationships, SA – SLOF Social Appropriateness. Relationship between SC and TMT is negative. More symbols coded was associated with shorter time in TMT.
Figure 2
Figure 2
Centrality estimates Footnote: BLERT – Bell - Lysaker Emotion Recognition Test, ER – PENN Emotion Recognition test ER – 40, Eyes – Reading the Mind in the Eye Test, TAS – The Awareness of Social Inferences Test, HT – Hinting Task, HVLT – Hopkins Verbal Learning Test, LNS – Letter Number Sequencing, AF – Animal Fluency, SC – Symbol coding, TMT – Trail Making Test, SSPA – Social Skills Performance Assessment, UPSA – UCSD Performance Based Assessment, NEG – PANSS Negative symptoms, GEN – PANSS General psychopathology, POS – PANSS Positive symptoms, WS – SLOF Work skills, ACT – SLOF Activities, IR – SLOF Interpersonal Relationships, SA – SLOF Social Appropriateness. Relationships between SC and TMT is negative. More symbols coded was associated with a shorter time in TMT.
Figure 3
Figure 3
Network stability

References

    1. Baron-Cohen S, Jolliffe T, Mortimore C, Robertson M, 1997. Another advanced test of theory of mind: Evidence from very high functioning adults with autism or Asperger syndrome. Journal of Child Psychology and Psychiatry 38, 813–822.
    1. Borsboom D, 2017. A network theory of mental disorders. World Psychiatry 16, 5–13. 10.1002/wps.20375
    1. Borsboom D, Cramer AOJ, 2013. Network Analysis: An Integrative Approach to the Structure of Psychopathology. Annual Review of Clinical Psychology 9, 91–121. 10.1146/annurev-clinpsy-050212-185608
    1. Bowie CR, Depp C, McGrath JA, Wolyniec P, Mausbach BT, Thornquist MH, Luke J, Patterson TL, Harvey PD, Pulver AE, 2010. Prediction of Real-World Functional Disability in Chronic Mental Disorders: A Comparison of Schizophrenia and Bipolar Disorder. The American Journal of Psychiatry 167, 1116–24.
    1. Bryson G, Bell M, Lysaker P, 1997. Affect recognition in schizophrenia: a function of global impairment or a specific cognitive deficit. Psychiatry Res 71, 105–113.
    1. Chen J, Chen Z, 2008. Extended Bayesian information criteria for model selection with large model spaces. Biometrika 95, 759–771. 10.1093/biomet/asn034
    1. Corcoran R, Mercer G, Frith CD, 1995. Schizophrenia, symptomatology and social inference: Investigating “theory of mind” in people with schizophrenia. Schizophrenia Research 17, 5–13. 10.1016/0920-9964(95)00024-G
    1. Couture SM, Penn DL, Roberts DL, 2006. The Functional Significance of Social Cognition in Schizophrenia: A Review. Schizophr Bull 32, S44–S63. 10.1093/schbul/sbl029
    1. Epskamp S, Borsboom D, Fried EI, 2018. Estimating psychological networks and their accuracy: A tutorial paper. Behav Res 50, 1–18. 10.3758/s13428-0170862-1
    1. Epskamp S, Cramer AO, Waldorp LJ, Schmittmann VD, Borsboom D, others, 2012. qgraph: Network visualizations of relationships in psychometric data. Journal of Statistical Software 48, 1–18.
    1. Epskamp S, Fried EI, 2017. bootnet: Bootstrap Methods for Various Network Estimation Routines.
    1. Fervaha G, Foussias G, Agid O, Remington G, 2014. Impact of primary negative symptoms on functional outcomes in schizophrenia. Eur Psychiatry 29, 449–455. 10.1016/j.eurpsy.2014.01.007
    1. Fett A-KJ, Viechtbauer W, Dominguez M-G, Penn DL, van Os J, Krabbendam L, 2011. The relationship between neurocognition and social cognition with functional outcomes in schizophrenia: a meta-analysis. Neuroscience & Biobehavioral Reviews 35, 573–588.
    1. First MB, Spitzer RL, Gibbon M, Williams JB, 2012. Structured Clinical Interview for DSM-IV® Axis I Disorders (SCID-I). American Psychiatric Pub.
    1. Galderisi S, Bucci P, Mucci A, Kirkpatrick B, Pini S, Rossi A, Vita A, Maj M, 2013. Categorical and dimensional approaches to negative symptoms of schizophrenia: Focus on long-term stability and functional outcome. Schizophrenia Research 147, 157–162. 10.1016/j.schres.2013.03.020
    1. Galderisi S, Rucci P, Kirkpatrick B, Mucci A, Gibertoni D, Rocca P, Rossi A, Bertolino A, Strauss GP, Aguglia E, Bellomo A, Murri MB, Bucci P, Carpiniello B, Comparelli A, Cuomo A, Berardis DD, Dell’Osso L, Fabio FD, Gelao B, Marchesi C, Monteleone P, Montemagni C, Orsenigo G, Pacitti F, Roncone R, Santonastaso P, Siracusano A, Vignapiano A, Vita A, Zeppegno P, Maj M, 2018. Interplay Among Psychopathologic Variables, Personal Resources, Context-Related Factors, and Real-life Functioning in Individuals With Schizophrenia: A Network Analysis. JAMA Psychiatry. 10.1001/jamapsychiatry.2017.4607
    1. Galderisi S, Rucci P, Mucci A, Rossi A, Rocca P, Bertolino A, Aguglia E, Amore M, Bellomo A, Bozzatello P, Bucci P, Carpiniello B, Collantoni E, Cuomo A, Dell’Osso L, Fabio FD, di Giannantonio M, Gibertoni D, Giordano GM, Marchesi C, Monteleone P, Oldani L, Pompili M, Roncone R, Rossi R, Siracusano A, Vita A, Zeppegno P, Maj M, 2020. The interplay among psychopathology, personal resources, context-related factors and real-life functioning in schizophrenia: stability in relationships after 4 years and differences in network structure between recovered and non-recovered patients. World Psychiatry 19, 81–91. 10.1002/wps.20700
    1. Grant PM, Beck AT, 2009. Defeatist Beliefs as a Mediator of Cognitive Impairment, Negative Symptoms, and Functioning in Schizophrenia. Schizophr Bull 35, 798–806. 10.1093/schbul/sbn008
    1. Green MF, Kern RS, Braff DL, Mintz J, 2000. Neurocognitive Deficits and Functional Outcome in Schizophrenia: Are We Measuring the “Right Stuff”? Schizophr Bull 26, 119–136.
    1. Hajduk M, Pinkham AE, 2018. Untangling the Factors Contributing to Functional Outcome in Schizophrenia. JAMA Psychiatry. 10.1001/jamapsychiatry.2018.1223
    1. Halverson TF, Orleans-Pobee M, Merritt C, Sheeran P, Fett A-K, Penn DL, 2019. Pathways to functional outcomes in schizophrenia spectrum disorders: Meta-analysis of social cognitive and neurocognitive predictors. Neurosci Biobehav Rev 105, 212–219. 10.1016/j.neubiorev.2019.07.020
    1. Harvey PD, Strassnig MT, 2012. Predicting the severity of everyday functional disability in people with schizophrenia: cognitive deficits, functional capacity, symptoms, and health status. World Psychiatry 11, 73–79.
    1. Hasson-Ohayon I, Goldzweig G, Lavi-Rotenberg A, Luther L, Lysaker PH, 2018. The centrality of cognitive symptoms and metacognition within the interacting network of symptoms, neurocognition, social cognition and metacognition in schizophrenia. Schizophrenia Research 202, 260–266. 10.1016/j.schres.2018.07.007
    1. Jääskeläinen E, Juola P, Hirvonen N, McGrath JJ, Saha S, Isohanni M, Veijola J, Miettunen J, 2013. A Systematic Review and Meta-Analysis of Recovery in Schizophrenia. Schizophr Bull 39, 1296–1306. 10.1093/schbul/sbs130
    1. Kay SR, Fiszbein A, Opler LA, 1987. The positive and negative syndrome scale (PANSS) for schizophrenia. Schizophr Bull 13, 261–276.
    1. Kohler CG, Turner TH, Bilker WB, Brensinger CM, Siegel SJ, Kanes SJ, Gur RE, Gur RC, 2003. Facial emotion recognition in schizophrenia: intensity effects and error pattern. Am J Psychiatry 160, 1768–1774. 10.1176/appi.ajp.160.10.1768
    1. Ludwig KA, Pinkham AE, Harvey PD, Kelsven S, Penn DL, 2017. Social cognition psychometric evaluation (SCOPE) in people with early psychosis: A preliminary study. Schizophr. Res 190, 136–143. 10.1016/j.schres.2017.03.001
    1. Mausbach BT, Depp CA, Bowie CR, Harvey PD, McGrath JA, Thronquist MH, Luke JR, Wolyniec PS, Pulver AE, Patterson TL, 2011. Sensitivity and Specificity of the UCSD Performance-based Skills Assessment (UPSA-B) for Identifying Functional Milestones in Schizophrenia. Schizophr Res 132, 165–170. 10.1016/j.schres.2011.07.022
    1. McDonald S, Flanagan S, Rollins J, Kinch J, 2003. TASIT: A new clinical tool for assessing social perception after traumatic brain injury. The Journal of head trauma rehabilitation 18, 219–238.
    1. Mehta UM, Thirthalli J, Subbakrishna DK, Gangadhar BN, Eack SM, Keshavan MS, 2013. Social and neuro-cognition as distinct cognitive factors in schizophrenia: A systematic review. Schizophrenia Research 148, 3–11. 10.1016/j.schres.2013.05.009
    1. Nuechterlein KH, Green MF, Kern RS, Baade LE, Barch DM, Cohen JD, Essock S, Fenton WS, Frese FJ, Gold JM, Goldberg T, Heaton RK, Keefe RSE, Kraemer H, Mesholam-Gately R, Seidman LJ, Stover E, Weinberger DR, Young AS, Zalcman S, Marder SR, 2008. The MATRICS Consensus Cognitive Battery, part 1: test selection, reliability, and validity. Am J Psychiatry 165, 203–213. 10.1176/appi.ajp.2007.07010042
    1. Palmer BW, Heaton RK, Paulsen JS, Kuck J, Braff D, Harris MJ, Zisook S, Jeste DV, 1997. Is it possible to be schizophrenic yet neuropsychologically normal? Neuropsychology 11, 437–446.
    1. Patterson TL, Moscona S, McKibbin CL, Davidson K, Jeste DV, 2001. Social skills performance assessment among older patients with schizophrenia. Schizophrenia Research 48, 351–360. 10.1016/S0920-9964(00)00109-2
    1. Pinkham AE, Harvey PD, Penn DL, 2018. Social Cognition Psychometric Evaluation: Results of the Final Validation Study. Schizophr Bull 44, 737–748. 10.1093/schbul/sbx117
    1. Pinkham AE, Penn DL, Green MF, Harvey PD, 2016. Social Cognition Psychometric Evaluation: Results of the Initial Psychometric Study. Schizophr Bull 42, 494–504. 10.1093/schbul/sbv056
    1. Reichenberg A, Harvey PD, Bowie CR, Mojtabai R, Rabinowitz J, Heaton RK, Bromet E, 2009. Neuropsychological Function and Dysfunction in Schizophrenia and Psychotic Affective Disorders. Schizophr Bull 35, 1022–1029. 10.1093/schbul/sbn044
    1. Schneider LC, Struening EL, 1983. SLOF: a behavioral rating scale for assessing the mentally ill. Soc Work Res Abstr 19, 9–21.
    1. Sheehan DV, Lecrubier Y, Harnett K, Amorim P, Janavs J, Weiller E, Hergueta T, Baker R, Dunbar GC, 1998. The Mini-International Neuropsychiatric Interview (M.I.N.I): The development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. Journal of Clinical Psychiatry 59, 22–33.
    1. Silberstein J, Harvey PD, 2019. Impaired introspective accuracy in schizophrenia: An independent predictor of functional outcomes. Cognitive Neuropsychiatry 24, 28–39. 10.1080/13546805.2018.1549985
    1. Silver H, Feldman P, Bilker W, Gur RC, 2003. Working memory deficit as a core neuropsychological dysfunction in schizophrenia. Am J Psychiatry 160, 1809–1816. 10.1176/appi.ajp.160.10.1809
    1. Strassnig MT, Raykov T, O’Gorman C, Bowie CR, Sabbag S, Durand D, Patterson TL, Pinkham A, Penn DL, Harvey PD, 2015. Determinants of different aspects of everyday outcome in schizophrenia: The roles of negative symptoms, cognition, and functional capacity. Schizophrenia Research 165, 76–82. 10.1016/j.schres.2015.03.033
    1. Strauss GP, Horan WP, Kirkpatrick B, Fischer BA, Keller WR, Miski P, Buchanan RW, Green MF, Carpenter WT Jr., 2013. Deconstructing negative symptoms of schizophrenia: Avolition–apathy and diminished expression clusters predict clinical presentation and functional outcome. Journal of Psychiatric Research 47, 783–790. 10.1016/j.jpsychires.2013.01.015
    1. Tandon R, Nasrallah HA, Keshavan MS, 2009. Schizophrenia, “just the facts” 4. Clinical features and conceptualization. Schizophrenia Research 110, 1–23. 10.1016/j.schres.2009.03.005

Source: PubMed

3
Se inscrever