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Passiatore R, Lupo A, Sambuco N, Antonucci LA, Stolfa G, Bertolino A, Popolizio T, Suchan B, Pergola G. Interindividual Variability In Memory Performance Is Related To Cortico-Thalamic Networks During Memory Encoding And Retrieval. J Neurosci 2025; 45:e0975242025. [PMID: 40147936 PMCID: PMC12060627 DOI: 10.1523/jneurosci.0975-24.2025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 01/17/2025] [Accepted: 01/22/2025] [Indexed: 03/29/2025] Open
Abstract
Encoding new memories relies on functional connections between the medial temporal lobe and the frontoparietal cortices. Multi-scan fMRI showed changes in these functional connections before and after memory encoding, potentially influenced by the thalamus. As different thalamic nuclei are interconnected with distinct cortical networks, we hypothesized that variations in cortico-thalamic recruitment may impact individual memory performance.We used a multi-scan fMRI protocol including a resting-state scan followed by an associative memory task encompassing encoding and retrieval phases, in two independent samples of healthy adults (N1=29, mean age=26, males=35%; N2=108; mean age=28, males=52%). Individual activity and functional connectivity were analyzed in the native space to minimize registration bias. By modeling the direct and indirect effects of cortico-thalamic recruitment on memory using Structural Equation Modeling, we showed a positive association between resting-state functional connectivity of the medial thalamic subdivision within the frontoparietal network and memory performance across samples (effect size R2 ranging between 0.27 and 0.36; p-values between 0.01 and 4e-05). This direct relationship was mediated by decreased activation of the anterior subdivision during encoding (R2 ranging between 0.04 and 0.2; p-values between 0.05 and 0.006) and by increased activation of the medial subdivision during retrieval (R2 ranging between 0.04 and 0.2; p-values between 0.05 and 0.004). Moreover, three distinct clusters of individuals displayed different cortico-thalamic patterns across memory phases.We suggest that associative memory encoding relies on the distinct cortico-thalamic pathways involving medial thalamic recruitment and suppression of anterior subdivision to support the successful encoding of new memories.Significance statement Every person is unique in their learning process and related brain functional organization. Prior research has mainly aimed to find shared patterns in how the brain responds to external stimuli, often overlooking individual behavioral differences. We hypothesized that individuals may recruit different neural resources supporting their learning abilities. We investigated whether specific brain configurations are beneficial to individual memory performance. We found that the baseline configuration of select cortico-thalamic networks involving the medial thalamic subdivision supports memory performance via the indirect effects of the anterior thalamic subdivision deactivation and medial activation during the memory task. We propose that cortico-thalamic functioning involving the anterior and medial thalamus underlies interindividual variability in associative memory encoding.
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Affiliation(s)
- Roberta Passiatore
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, 70124 Bari, Italy
- Lieber Institute for Brain Development, Johns Hopkins Medical Campus, 21205 Baltimore, MD, United States
| | - Antonella Lupo
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, 70124 Bari, Italy
| | - Nicola Sambuco
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, 70124 Bari, Italy
| | - Linda A Antonucci
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, 70124 Bari, Italy
| | - Giuseppe Stolfa
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, 70124 Bari, Italy
| | - Alessandro Bertolino
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, 70124 Bari, Italy
- Psychiatric Unit - University Hospital, 70124 Bari, Italy
| | - Teresa Popolizio
- Department of Neuroradiology, IRCCS Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, Foggia, Italy
| | - Boris Suchan
- Institute of Cognitive Neuroscience, Clinical Neuropsychology, Ruhr University Bochum, 44801 Bochum, Germany
| | - Giulio Pergola
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, 70124 Bari, Italy
- Lieber Institute for Brain Development, Johns Hopkins Medical Campus, 21205 Baltimore, MD, United States
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 21205 Baltimore, MD, United States
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2
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Baumgartner NW, Belbis MD, Kargl C, Holmes MJ, Gavin TP, Hirai DM, Kao SC. Acute Effects of High-Intensity Resistance Exercise on Recognition of Relational Memory, Lactate, and Serum and Plasma Brain-Derived Neurotrophic Factor. J Strength Cond Res 2024; 38:1867-1878. [PMID: 39074170 DOI: 10.1519/jsc.0000000000004851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/31/2024]
Abstract
ABSTRACT Baumgartner, NW, Belbis, MD, Kargl, C, Holmes, MJ, Gavin, TP, Hirai, DM, and Kao, S-C. Acute effects of high-intensity resistance exercise on recognition of relational memory, lactate, and serum and plasma brain-derived neurotrophic factor. J Strength Cond Res 38(11): 1867-1878, 2024-Acute aerobic exercise improves memory, but this phenomenon is understudied in response to resistance exercise (RE) despite evidence that RE-induced increases in lactate and brain-derived neurotrophic factor (BDNF) play mechanistic roles in memory performance. To determine the acute effect of RE on lactate, BDNF, and their associations with object and relational memory, blood lactate, and serum and plasma BDNF were taken from 36 adults (average age 23.64 ± 3.89 years; 18 woman) before and immediately after 42 minutes of high-intensity RE and a rest condition on counterbalanced days. Subjects then immediately studied a series of paired objects and completed object and relational recognition tasks. Results revealed a condition by trial interaction, previously studied objects were remembered less accurately following RE ( d = 0.66) but recognition occurred faster ( d = 0.28), indicating a speed-accuracy tradeoff following RE. There was no effect of either intervention on relational recognition performance. Lactate ( d = 3.68) and serum BDNF ( d = 0.74) increased following RE, whereas there was no time-related change in lactate and serum BDNF following rest. However, changes in lactate and BDNF did not predict any measures of object ( rs < 0.25, p s > 0.16) or relation recognition ( rs < 0.28, p s > 0.13). Collectively, these findings suggest that acute high-intensity RE selectively improves the processing speed of recognizing objects at the cost of less accurate recognition of previously studied objects. Furthermore, changes in object and relational memory performance are unlikely driven by acute increases in lactate or BDNF following high-intensity RE.
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Affiliation(s)
| | - Michael D Belbis
- Department of Health and Kinesiology, Purdue University, West Lafayette, Indiana; and
| | - Christopher Kargl
- Department of Department of Sports Medicine and Nutrition, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Michael J Holmes
- Department of Health and Kinesiology, Purdue University, West Lafayette, Indiana; and
| | - Timothy P Gavin
- Department of Health and Kinesiology, Purdue University, West Lafayette, Indiana; and
| | - Daniel M Hirai
- Department of Health and Kinesiology, Purdue University, West Lafayette, Indiana; and
| | - Shih-Chun Kao
- Department of Health and Kinesiology, Purdue University, West Lafayette, Indiana; and
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Kadlec J, Walsh CR, Sadé U, Amir A, Rissman J, Ramot M. A measure of reliability convergence to select and optimize cognitive tasks for individual differences research. COMMUNICATIONS PSYCHOLOGY 2024; 2:64. [PMID: 39242856 PMCID: PMC11332135 DOI: 10.1038/s44271-024-00114-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 06/18/2024] [Indexed: 09/09/2024]
Abstract
Surging interest in individual differences has faced setbacks in light of recent replication crises in psychology, for example in brain-wide association studies exploring brain-behavior correlations. A crucial component of replicability for individual differences studies, which is often assumed but not directly tested, is the reliability of the measures we use. Here, we evaluate the reliability of different cognitive tasks on a dataset with over 250 participants, who each completed a multi-day task battery. We show how reliability improves as a function of number of trials, and describe the convergence of the reliability curves for the different tasks, allowing us to score tasks according to their suitability for studies of individual differences. We further show the effect on reliability of measuring over multiple time points, with tasks assessing different cognitive domains being differentially affected. Data collected over more than one session may be required to achieve trait-like stability.
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Affiliation(s)
- Jan Kadlec
- Department of Brain Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Catherine R Walsh
- Department of Psychology, University of California, Los Angeles, CA, USA
- Section on Functional Imaging Methods, National Institute of Mental Health, Bethesda, MD, USA
| | - Uri Sadé
- Faculty of Physics, Weizmann Institute of Science, Rehovot, Israel
| | - Ariel Amir
- Faculty of Physics, Weizmann Institute of Science, Rehovot, Israel
| | - Jesse Rissman
- Department of Psychology, University of California, Los Angeles, CA, USA
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Michal Ramot
- Department of Brain Sciences, Weizmann Institute of Science, Rehovot, Israel.
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Arbula S, Pisanu E, Bellavita G, Menichelli A, Lunardelli A, Furlanis G, Manganotti P, Cappa S, Rumiati R. Insights into attention and memory difficulties in post-COVID syndrome using standardized neuropsychological tests and experimental cognitive tasks. Sci Rep 2024; 14:4405. [PMID: 38388708 PMCID: PMC10883994 DOI: 10.1038/s41598-024-54613-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 02/14/2024] [Indexed: 02/24/2024] Open
Abstract
The COVID-19 pandemic has given rise to post-acute cognitive symptoms, often described as 'brain fog'. To comprehensively grasp the extent of these issues, we conducted a study integrating traditional neuropsychological assessments with experimental cognitive tasks targeting attention control, working memory, and long-term memory, three cognitive domains most commonly associated with 'brain fog'. We enrolled 33 post-COVID patients, all self-reporting cognitive difficulties, and a matched control group (N = 27) for cognitive and psychological assessments. Our findings revealed significant attention deficits in post-COVID patients across both neuropsychological measurements and experimental cognitive tasks, evidencing reduced performance in tasks involving interference resolution and selective and sustained attention. Mild executive function and naming impairments also emerged from the neuropsychological assessment. Notably, 61% of patients reported significant prospective memory failures in daily life, aligning with our recruitment focus. Furthermore, our patient group showed significant alterations in the psycho-affective domain, indicating a complex interplay between cognitive and psychological factors, which could point to a non-cognitive determinant of subjectively experienced cognitive changes following COVID-19. In summary, our study offers valuable insights into attention challenges faced by individuals recovering from COVID-19, stressing the importance of comprehensive cognitive and psycho-affective evaluations for supporting post-COVID individuals.
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Affiliation(s)
- Sandra Arbula
- Neuroscience Area, International School for Advanced Studies (SISSA), Via Bonomea 265, 34136, Trieste, Italy.
| | - Elisabetta Pisanu
- Neuroscience Area, International School for Advanced Studies (SISSA), Via Bonomea 265, 34136, Trieste, Italy
| | - Giulia Bellavita
- Neurology Unit, Department of Medicine, Surgery and Health Sciences, Trieste University Hospital ASUGI, Trieste, Italy
| | - Alina Menichelli
- Rehabilitation Unit, Department of Medicine, Surgery and Health Sciences, Trieste University Hospital ASUGI, Trieste, Italy
| | - Alberta Lunardelli
- Rehabilitation Unit, Department of Medicine, Surgery and Health Sciences, Trieste University Hospital ASUGI, Trieste, Italy
| | - Giovanni Furlanis
- Neurology Unit, Department of Medicine, Surgery and Health Sciences, Trieste University Hospital ASUGI, Trieste, Italy
| | - Paolo Manganotti
- Neurology Unit, Department of Medicine, Surgery and Health Sciences, Trieste University Hospital ASUGI, Trieste, Italy
| | - Stefano Cappa
- Scuola Universitaria Superiore IUSS, Pavia, Italy
- IRCCS Mondino Foundation, Pavia, Italy
| | - Raffaella Rumiati
- Neuroscience Area, International School for Advanced Studies (SISSA), Via Bonomea 265, 34136, Trieste, Italy
- Università Degli Studi di Roma "Tor Vergata", Rome, Italy
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5
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Passiatore R, Antonucci LA, DeRamus TP, Fazio L, Stolfa G, Sportelli L, Kikidis GC, Blasi G, Chen Q, Dukart J, Goldman AL, Mattay VS, Popolizio T, Rampino A, Sambataro F, Selvaggi P, Ulrich W, Apulian Network on Risk for Psychosis, Weinberger DR, Bertolino A, Calhoun VD, Pergola G. Changes in patterns of age-related network connectivity are associated with risk for schizophrenia. Proc Natl Acad Sci U S A 2023; 120:e2221533120. [PMID: 37527347 PMCID: PMC10410767 DOI: 10.1073/pnas.2221533120] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 05/24/2023] [Indexed: 08/03/2023] Open
Abstract
Alterations in fMRI-based brain functional network connectivity (FNC) are associated with schizophrenia (SCZ) and the genetic risk or subthreshold clinical symptoms preceding the onset of SCZ, which often occurs in early adulthood. Thus, age-sensitive FNC changes may be relevant to SCZ risk-related FNC. We used independent component analysis to estimate FNC from childhood to adulthood in 9,236 individuals. To capture individual brain features more accurately than single-session fMRI, we studied an average of three fMRI scans per individual. To identify potential familial risk-related FNC changes, we compared age-related FNC in first-degree relatives of SCZ patients mostly including unaffected siblings (SIB) with neurotypical controls (NC) at the same age stage. Then, we examined how polygenic risk scores for SCZ influenced risk-related FNC patterns. Finally, we investigated the same risk-related FNC patterns in adult SCZ patients (oSCZ) and young individuals with subclinical psychotic symptoms (PSY). Age-sensitive risk-related FNC patterns emerge during adolescence and early adulthood, but not before. Young SIB always followed older NC patterns, with decreased FNC in a cerebellar-occipitoparietal circuit and increased FNC in two prefrontal-sensorimotor circuits when compared to young NC. Two of these FNC alterations were also found in oSCZ, with one exhibiting reversed pattern. All were linked to polygenic risk for SCZ in unrelated individuals (R2 varied from 0.02 to 0.05). Young PSY showed FNC alterations in the same direction as SIB when compared to NC. These results suggest that age-related neurotypical FNC correlates with genetic risk for SCZ and is detectable with MRI in young participants.
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Affiliation(s)
- Roberta Passiatore
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, 70124Bari, Italy
- Tri-institutional Center for Translational Research in Neuroimaging and Data Science, Georgia State University, Georgia Institute of Technology, and Emory University, 30303Atlanta, GA
- Institute of Neuroscience and Medicine, Brain and Behavior, Research Centre Jülich, 52428Jülich, Germany
| | - Linda A. Antonucci
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, 70124Bari, Italy
| | - Thomas P. DeRamus
- Tri-institutional Center for Translational Research in Neuroimaging and Data Science, Georgia State University, Georgia Institute of Technology, and Emory University, 30303Atlanta, GA
| | - Leonardo Fazio
- Department of Medicine and Surgery, Libera Università Mediterranea Giuseppe Degennaro, 70010Casamassima, Italy
| | - Giuseppe Stolfa
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, 70124Bari, Italy
| | - Leonardo Sportelli
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, 70124Bari, Italy
- Lieber Institute for Brain Development, Johns Hopkins Medical Campus, 21205Baltimore, MD
| | - Gianluca C. Kikidis
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, 70124Bari, Italy
- Lieber Institute for Brain Development, Johns Hopkins Medical Campus, 21205Baltimore, MD
| | - Giuseppe Blasi
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, 70124Bari, Italy
- Psychiatric Unit, University Hospital, 70124Bari, Italy
| | - Qiang Chen
- Lieber Institute for Brain Development, Johns Hopkins Medical Campus, 21205Baltimore, MD
| | - Juergen Dukart
- Institute of Neuroscience and Medicine, Brain and Behavior, Research Centre Jülich, 52428Jülich, Germany
- Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, 40225Düsseldorf, Germany
| | - Aaron L. Goldman
- Lieber Institute for Brain Development, Johns Hopkins Medical Campus, 21205Baltimore, MD
| | - Venkata S. Mattay
- Lieber Institute for Brain Development, Johns Hopkins Medical Campus, 21205Baltimore, MD
- Department of Neurology and Radiology, Johns Hopkins Medical Campus, 21287Baltimore, MD
| | - Teresa Popolizio
- Neuroradiology Unit, Scientific Institute for Research, Hospitalization and Health Care, Casa Sollievo della Sofferenza, 71013San Giovanni Rotondo, Foggia, Italy
| | - Antonio Rampino
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, 70124Bari, Italy
- Psychiatric Unit, University Hospital, 70124Bari, Italy
| | - Fabio Sambataro
- Section of Psychiatry, Department of Neuroscience, University of Padova, 35121Padua, Italy
| | - Pierluigi Selvaggi
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, 70124Bari, Italy
- Psychiatric Unit, University Hospital, 70124Bari, Italy
| | - William Ulrich
- Lieber Institute for Brain Development, Johns Hopkins Medical Campus, 21205Baltimore, MD
| | - Apulian Network on Risk for Psychosis
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, 70124Bari, Italy
- Department of Mental Health, Azienda Sanitaria Locale Foggia, 71121Foggia, Italy
- Department of Clinical and Experimental Medicine, University of Foggia, 71122Foggia, Italy
- Department of Mental Health, Azienda Sanitaria Locale Barletta-Andria-Trani, 76123Andria, Italy
- Department of Mental Health, Azienda Sanitaria Locale Bari, 70132Bari, Italy
- Department of Mental Health, Azienda Sanitaria Locale Brindisi, 72100Brindisi, Italy
| | - Daniel R. Weinberger
- Lieber Institute for Brain Development, Johns Hopkins Medical Campus, 21205Baltimore, MD
- Department of Neurology and Radiology, Johns Hopkins Medical Campus, 21287Baltimore, MD
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 21205Baltimore, MD
- Department of Neuroscience, Johns Hopkins University School of Medicine, 21287Baltimore, MD
- Department of Genetic Medicine, Johns Hopkins University School of Medicine, 21287Baltimore, MD
| | - Alessandro Bertolino
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, 70124Bari, Italy
- Psychiatric Unit, University Hospital, 70124Bari, Italy
| | - Vince D. Calhoun
- Tri-institutional Center for Translational Research in Neuroimaging and Data Science, Georgia State University, Georgia Institute of Technology, and Emory University, 30303Atlanta, GA
| | - Giulio Pergola
- Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, 70124Bari, Italy
- Lieber Institute for Brain Development, Johns Hopkins Medical Campus, 21205Baltimore, MD
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 21205Baltimore, MD
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Justus SA, Mirjalili S, Powell PS, Duarte A. Neural reinstatement of context memory in adults with autism spectrum disorder. Cereb Cortex 2023; 33:8546-8556. [PMID: 37106572 PMCID: PMC10321090 DOI: 10.1093/cercor/bhad139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 03/30/2023] [Accepted: 03/31/2023] [Indexed: 04/29/2023] Open
Abstract
Autism spectrum disorder (ASD) is associated with episodic memory impairment. However, episodic memories include a variety of contextual details, and it is difficult to solely rely on behavioral data to assess how specifically (i.e. event-specific reinstatement) an event is remembered. We applied encoding-retrieval representational similarity (ERS) analysis to EEG data to assess event-specific ERS for object-context associations in a sample of 34 adults (17 with, 17 without ASD). Participants studied objects presented alongside 2 contextual features: scene/color, and attention was directed toward one object-context relationship. At retrieval, memory was assessed for the object and both contexts. Behavioral results revealed no group differences in item or context memory performance. ERS results revealed group temporal differences in reinstatement. Results may indicate differences in both encoding (i.e. fewer perceptual details) and retrieval (i.e. ineffectively skipping through memory fragments) in ASD and should be further investigated in studies modulating the perceptual detail required for memory decisions. Results highlight the utility of ERS as a methodology used to evaluate episodic reinstatement even in the absence of behavioral differences in memory performance.
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Affiliation(s)
- Sidni A Justus
- Department of Psychological Science, Kennesaw State University, 402 Bartow Ave NW, Kennesaw, GA 30144, United States
| | - Soroush Mirjalili
- Department of Psychology, University of Texas at Austin, 108 E Dean Keeton St, Austin, TX 78712, United States
| | - Patrick S Powell
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 1600 Clifton Rd., Atlanta GA 30333, United States
| | - Audrey Duarte
- Department of Psychology, University of Texas at Austin, 108 E Dean Keeton St, Austin, TX 78712, United States
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Stevens KL, Teich CD, Longenecker JM, Sponheim SR. Relational memory function in schizophrenia: Electrophysiological evidence for early perceptual and late associative abnormalities. Schizophr Res 2023; 254:99-108. [PMID: 36821940 DOI: 10.1016/j.schres.2023.02.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 01/20/2023] [Accepted: 02/10/2023] [Indexed: 02/23/2023]
Abstract
We used event-related potentials (ERPs) to examine encoding and retrieval during episodic memory in people with schizophrenia (SZ) and biological relatives of SZ (SZr). To isolate contextual from item-specific aspects of memory, we employed the Relational and Item-Specific Encoding (RISE) task. Twenty two healthy controls (HCs), 22 SZ, and 19 SZr, encoded visual depictions of objects when displayed alone (item-specific) or in pairs (relational encoding), and were later tested on recognition of specific objects and whether pairs of objects had appeared together. An early posterior component (P2) during encoding predicted later recognition and was diminished in SZ. A late negative potential (LNP) over left frontal brain regions during recognition was larger for relationally encoded objects than new and item-specific encoded objects in HCs. This pattern was absent for SZ and SZr. Smaller P2 and LNP components were associated with greater self-reported cognitive-perceptual abnormalities. Early posterior brain responses likely relevant to perceptual functions supporting memory formation were diminished in schizophrenia. Late frontal electrophysiological responses associated with relational aspects of memory appear diminished in SZ and SZr, potentially reflecting the influence of genetic liability for schizophrenia on brain functions supporting episodic memory.
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Affiliation(s)
- Kara L Stevens
- Minneapolis VA Health Care System, United States of America; University of Minnesota-Twin Cities, United States of America
| | - Collin D Teich
- Minneapolis VA Health Care System, United States of America; University of Minnesota-Twin Cities, United States of America
| | - Julia M Longenecker
- VA Pittsburgh Healthcare Center, United States of America; University of Pittsburgh, United States of America
| | - Scott R Sponheim
- Minneapolis VA Health Care System, United States of America; University of Minnesota-Twin Cities, United States of America.
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8
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Belekou A, Katshu MZUH, Dundon NM, d'Avossa G, Smyrnis N. Spatial and non-spatial feature binding impairments in visual working memory in schizophrenia. Schizophr Res Cogn 2023; 32:100281. [PMID: 36816536 PMCID: PMC9930192 DOI: 10.1016/j.scog.2023.100281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Revised: 02/10/2023] [Accepted: 02/10/2023] [Indexed: 02/16/2023]
Abstract
Working memory (WM) impairments are well recognized in schizophrenia patients (PSZ) and contribute to poor psycho-social outcomes in this population. Distinct neural networks underlay the ability to encode and recall visual and spatial information raising the possibility that profile of visual working memory performance may help pinpoint dysfunctional neural correlates in schizophrenia. This study assessed the resolution and associative aspects of visual working memory deficits in schizophrenia and whether these deficits arise during encoding or maintenance processes. A total of 60 participants (30 PSZ and 30 healthy controls) matched in age, gender and education assessed on a modified object in place (OiPT), a delayed non-match-to-sample (DNMST) and a delayed spatial estimation (DSET) task. Patients demonstrated lower accuracy than controls in binding visual features of the same object and recognizing novel objects as well as lower precision recalling the location of a memorized target. Moreover, response choice set size affected recognition accuracy more in PSZ than controls. However, delay duration affected spatial recall precisions, binding, and recognition accuracy equally in the two groups. Our results suggest that visual working memory (vWM) impairments in schizophrenia predominantly reflect spatial and non-spatial binding deficits, with largely preserved discrete feature information. Moreover, these impairments likely arise more during encoding than during maintenance. These binding deficits may reflect impaired effective neural functional connectivity observed in schizophrenia.
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Affiliation(s)
- Antigoni Belekou
- Laboratory of Cognitive Neuroscience and Sensorimotor Control, University Mental Health, Neurosciences and Precision Medicine Research Institute “COSTAS STEFANIS”, Athens, Greece
- 1st Psychiatry Department, National and Kapodistrian University of Athens, Medical School, Eginition Hospital, Athens, Greece
| | - Mohammad Zia Ul Haq Katshu
- Institute of Mental Health, University of Nottingham, Nottingham NG7 2TU, United Kingdom
- Nottinghamshire Healthcare NHS Foundation Trust, Nottingham NG3 6AA, United Kingdom
| | - Neil Michael Dundon
- Dept. of Psychological and Brain Sciences, University of California, Santa Barbara, CA 93106, USA
- Department of Child and Adolescent Psychiatry, Psychotherapy and Psychosomatics, University of Freiburg, 79104 Freiburg, Germany
| | - Giovanni d'Avossa
- School of Human and Behavioural Sciences, Bangor University, Bangor, Gwynedd LL57 2AS, United Kingdom
| | - Nikolaos Smyrnis
- Laboratory of Cognitive Neuroscience and Sensorimotor Control, University Mental Health, Neurosciences and Precision Medicine Research Institute “COSTAS STEFANIS”, Athens, Greece
- 2nd Psychiatry Department, National and Kapodistrian University of Athens, Medical School, University General Hospital “ATTIKON”, Athens, Greece
- Corresponding author at: 2nd Psychiatry Department, National and Kapodistrian University of Athens, Medical School, University General Hospital “ATTIKON”, 1 Rimini St., Athens GR-12462, Greece.
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9
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Frattaroli N, Geljic M, Runkowska D, Darke H, Reddyhough C, Mills T, Mitchell M, Hill R, Carter O, Sundram S. Cognitive and perceptual impairments in schizophrenia extend to other psychotic disorders but not schizotypy. Schizophr Res Cogn 2022; 30:100266. [PMID: 35959485 PMCID: PMC9361330 DOI: 10.1016/j.scog.2022.100266] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 07/22/2022] [Accepted: 07/25/2022] [Indexed: 11/16/2022] Open
Affiliation(s)
- Natalie Frattaroli
- Department of Psychiatry, School of Clinical Sciences, Monash University. Level 3 P-Block, Monash Medical Centre, 246 Clayton Road, Clayton, Victoria 3168, Australia
| | - Mia Geljic
- Department of Psychiatry, School of Clinical Sciences, Monash University. Level 3 P-Block, Monash Medical Centre, 246 Clayton Road, Clayton, Victoria 3168, Australia
| | - Dominika Runkowska
- Department of Psychiatry, School of Clinical Sciences, Monash University. Level 3 P-Block, Monash Medical Centre, 246 Clayton Road, Clayton, Victoria 3168, Australia
| | - Hayley Darke
- Department of Psychiatry, School of Clinical Sciences, Monash University. Level 3 P-Block, Monash Medical Centre, 246 Clayton Road, Clayton, Victoria 3168, Australia
| | - Caitlin Reddyhough
- Melbourne School of Psychological Sciences, Redmond Barry Building, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, VIC 3010, Australia
| | - Taylor Mills
- Department of Psychiatry, School of Clinical Sciences, Monash University. Level 3 P-Block, Monash Medical Centre, 246 Clayton Road, Clayton, Victoria 3168, Australia
- Melbourne School of Psychological Sciences, Redmond Barry Building, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, VIC 3010, Australia
| | - Matthew Mitchell
- Melbourne School of Psychological Sciences, Redmond Barry Building, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, VIC 3010, Australia
| | - Rachel Hill
- Department of Psychiatry, School of Clinical Sciences, Monash University. Level 3 P-Block, Monash Medical Centre, 246 Clayton Road, Clayton, Victoria 3168, Australia
| | - Olivia Carter
- Melbourne School of Psychological Sciences, Redmond Barry Building, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, VIC 3010, Australia
| | - Suresh Sundram
- Department of Psychiatry, School of Clinical Sciences, Monash University. Level 3 P-Block, Monash Medical Centre, 246 Clayton Road, Clayton, Victoria 3168, Australia
- Mental Health Program, Monash Health, Level 3 P-Block, Monash Medical Centre, 246 Clayton Road, Clayton, Victoria 3168, Australia
- Corresponding author at: Department of Psychiatry, School of Clinical Sciences, Monash University, Level 3 P-Block, Monash Medical Centre, 246 Clayton Road, Clayton, Victoria, Australia.
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10
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Barch DM, Boudewyn MA, Carter CC, Erickson M, Frank MJ, Gold JM, Luck SJ, MacDonald AW, Ragland JD, Ranganath C, Silverstein SM, Yonelinas A. Cognitive [Computational] Neuroscience Test Reliability and Clinical Applications for Serious Mental Illness (CNTRaCS) Consortium: Progress and Future Directions. Curr Top Behav Neurosci 2022; 63:19-60. [PMID: 36173600 DOI: 10.1007/7854_2022_391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
The development of treatments for impaired cognition in schizophrenia has been characterized as the most important challenge facing psychiatry at the beginning of the twenty-first century. The Cognitive Neuroscience Treatment Research to Improve Cognition in Schizophrenia (CNTRICS) project was designed to build on the potential benefits of using tasks and tools from cognitive neuroscience to better understanding and treat cognitive impairments in psychosis. These benefits include: (1) the use of fine-grained tasks that measure discrete cognitive processes; (2) the ability to design tasks that distinguish between specific cognitive domain deficits and poor performance due to generalized deficits resulting from sedation, low motivation, poor test taking skills, etc.; and (3) the ability to link cognitive deficits to specific neural systems, using animal models, neuropsychology, and functional imaging. CNTRICS convened a series of meetings to identify paradigms from cognitive neuroscience that maximize these benefits and identified the steps need for translation into use in clinical populations. The Cognitive Neuroscience Test Reliability and Clinical Applications for Schizophrenia (CNTRaCS) Consortium was developed to help carry out these steps. CNTRaCS consists of investigators at five different sites across the country with diverse expertise relevant to a wide range of the cognitive systems identified as critical as part of CNTRICs. This work reports on the progress and current directions in the evaluation and optimization carried out by CNTRaCS of the tasks identified as part of the original CNTRICs process, as well as subsequent extensions into the Positive Valence systems domain of Research Domain Criteria (RDoC). We also describe the current focus of CNTRaCS, which involves taking a computational psychiatry approach to measuring cognitive and motivational function across the spectrum of psychosis. Specifically, the current iteration of CNTRaCS is using computational modeling to isolate parameters reflecting potentially more specific cognitive and visual processes that may provide greater interpretability in understanding shared and distinct impairments across psychiatric disorders.
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Affiliation(s)
- Deanna M Barch
- Department of Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA.
| | | | | | | | | | - James M Gold
- Maryland Psychiatric Research Center, Baltimore, MD, USA
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11
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Chang YK, Erickson KI, Aghjayan SL, Chen FT, Li RH, Shih JR, Chang SH, Huang CM, Chu CH. The multi-domain exercise intervention for memory and brain function in late middle-aged and older adults at risk for Alzheimer's disease: A protocol for Western-Eastern Brain Fitness Integration Training trial. Front Aging Neurosci 2022; 14:929789. [PMID: 36062144 PMCID: PMC9435311 DOI: 10.3389/fnagi.2022.929789] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 07/13/2022] [Indexed: 11/13/2022] Open
Abstract
Background Aging is associated with cognitive decline, increased risk for dementia, and deterioration of brain function. Modifiable lifestyle factors (e.g., exercise, meditation, and social interaction) have been proposed to benefit memory and brain function. However, previous studies have focused on a single exercise modality or a single lifestyle factor. Consequently, the effect of a more comprehensive exercise program that combines multiple exercise modalities and lifestyle factors, as well as examines potential mediators and moderators, on cognitive function and brain health in late middle-aged and older adults remains understudied. This study's primary aim is to examine the effect of a multi-domain exercise intervention on memory and brain function in cognitively healthy late middle-aged and older adults. In addition, we will examine whether apolipoprotein E (ApoE) genotypes, physical fitness (i.e., cardiovascular fitness, body composition, muscular fitness, flexibility, balance, and power), and brain-derived neurotrophic factor (BDNF) moderate and mediate the exercise intervention effects on memory and brain function. Methods The Western-Eastern Brain Fitness Integration Training (WE-BFit) is a single-blinded, double-arm, 6-month randomized controlled trial. One hundred cognitively healthy adults, aged 45-70 years, with different risks for Alzheimer's disease (i.e., ApoE genotype) will be recruited and randomized into either a multi-domain exercise group or an online educational course control group. The exercise intervention consists of one 90-min on-site and several online sessions up to 60 min per week for 6 months. Working memory, episodic memory, physical fitness, and BDNF will be assessed before and after the 6-month intervention. The effects of the WE-BFit on memory and brain function will be described and analyzed. We will further examine how ApoE genotype and changes in physical fitness and BDNF affect the effects of the intervention. Discussion WE-BFit is designed to improve memory and brain function using a multi-domain exercise intervention. The results will provide insight into the implementation of an exercise intervention with multiple domains to preserve memory and brain function in adults with genetic risk levels for Alzheimer's disease. Clinical trial registration ClinicalTrials.gov, identifier: NCT05068271.
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Affiliation(s)
- Yu-Kai Chang
- Department of Physical Education and Sport Sciences, National Taiwan Normal University, Taipei, Taiwan
- Institute for Research Excellence in Learning Science, National Taiwan Normal University, Taipei, Taiwan
| | - Kirk I. Erickson
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
- AdventHealth Research Institute, Neuroscience Institute, Orlando, FL, United States
| | - Sarah L. Aghjayan
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Feng-Tzu Chen
- Department of Sport Medicine, China Medical University, Taichung, Taiwan
| | - Ruei-Hong Li
- Department of Physical Education and Sport Sciences, National Taiwan Normal University, Taipei, Taiwan
| | - Jia-Ru Shih
- Department of Physical Education and Sport Sciences, National Taiwan Normal University, Taipei, Taiwan
| | - Shao-Hsi Chang
- Department of Physical Education and Sport Sciences, National Taiwan Normal University, Taipei, Taiwan
| | - Chih-Mao Huang
- Department of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Chien-Heng Chu
- Department of Physical Education and Sport Sciences, National Taiwan Normal University, Taipei, Taiwan
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12
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Bauminger H, Gaisler-Salomon I. Beyond NMDA Receptors: Homeostasis at the Glutamate Tripartite Synapse and Its Contributions to Cognitive Dysfunction in Schizophrenia. Int J Mol Sci 2022; 23:8617. [PMID: 35955750 PMCID: PMC9368772 DOI: 10.3390/ijms23158617] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 07/30/2022] [Accepted: 08/01/2022] [Indexed: 02/01/2023] Open
Abstract
Cognitive deficits are core symptoms of schizophrenia but remain poorly addressed by dopamine-based antipsychotic medications. Glutamate abnormalities are implicated in schizophrenia-related cognitive deficits. While the role of the NMDA receptor has been extensively studied, less attention was given to other components that control glutamate homeostasis. Glutamate dynamics at the tripartite synapse include presynaptic and postsynaptic components and are tightly regulated by neuron-astrocyte crosstalk. Here, we delineate the role of glutamate homeostasis at the tripartite synapse in schizophrenia-related cognitive dysfunction. We focus on cognitive domains that can be readily measured in humans and rodents, i.e., working memory, recognition memory, cognitive flexibility, and response inhibition. We describe tasks used to measure cognitive function in these domains in humans and rodents, and the relevance of glutamate alterations in these domains. Next, we delve into glutamate tripartite synaptic components and summarize findings that implicate the relevance of these components to specific cognitive domains. These collective findings indicate that neuron-astrocyte crosstalk at the tripartite synapse is essential for cognition, and that pre- and postsynaptic components play a critical role in maintaining glutamate homeostasis and cognitive well-being. The contribution of these components to cognitive function should be considered in order to better understand the role played by glutamate signaling in cognition and develop efficient pharmacological treatment avenues for schizophrenia treatment-resistant symptoms.
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Affiliation(s)
- Hagar Bauminger
- School of Psychological Sciences, Department of Psychology, University of Haifa, Haifa 3498838, Israel;
- The Integrated Brain and Behavior Research Center (IBBRC), University of Haifa, Haifa 3498838, Israel
| | - Inna Gaisler-Salomon
- School of Psychological Sciences, Department of Psychology, University of Haifa, Haifa 3498838, Israel;
- The Integrated Brain and Behavior Research Center (IBBRC), University of Haifa, Haifa 3498838, Israel
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13
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Raucher-Chéné D, Lavigne KM, Lepage M. Episodic Memory and Schizophrenia: From Characterization of Relational Memory Impairments to Neuroimaging Biomarkers. Curr Top Behav Neurosci 2022; 63:115-136. [PMID: 35902545 DOI: 10.1007/7854_2022_379] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Episodic memory research in schizophrenia has a long history already which has clearly established significant impairments and strong associations with brain measures and functional outcome. The purpose of this chapter is not to make an exhaustive review of the recent literature but to highlight some relatively recent developments in the cognitive neuroscience field of episodic memory and schizophrenia. Hence, we present a contemporary view focusing specifically of relational memory which represents a form of episodic memory that refers to associations or binding among items or elements presented together. We describe the major tasks used and illustrate how their combination with brain imaging has: (1) favored the use of experimental memory tasks to isolate specific processes with specific neural correlates, (2) led to a distributed view of the neural correlates of memory impairments in schizophrenia where multiple regions are contributing, and (3) made possible the identification of fMRI biomarkers specific to episodic memory. We then briefly propose what we see as the next steps for memory research in schizophrenia so that the impact of this work can be maximized.
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Affiliation(s)
- Delphine Raucher-Chéné
- Cognition, Health, and Society Laboratory (EA 6291), University of Reims Champagne-Ardenne, Reims, France.,Academic Department of Psychiatry, University Hospital of Reims, EPSM Marne, Reims, France
| | - Katie M Lavigne
- Douglas Research Centre, Verdun, QC, Canada.,Department of Psychiatry, McGill University, Montréal, QC, Canada.,McGill Centre for Integrative Neuroscience, Montreal Neurological Institute, McGill University, Montreal, Canada
| | - Martin Lepage
- Douglas Research Centre, Verdun, QC, Canada. .,Department of Psychiatry, McGill University, Montréal, QC, Canada.
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14
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Damme KSF, Gupta T, Ristanovic I, Kimhy D, Bryan AD, Mittal VA. Exercise Intervention in Individuals at Clinical High Risk for Psychosis: Benefits to Fitness, Symptoms, Hippocampal Volumes, and Functional Connectivity. Schizophr Bull 2022; 48:1394-1405. [PMID: 35810336 PMCID: PMC9673264 DOI: 10.1093/schbul/sbac084] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND HYPOTHESIS Individuals at clinical high risk for psychosis (CHR-p) are less fit than nonclinical peers and show hippocampal abnormalities that relate to clinical symptoms. Exercise generates hippocampal neurogenesis that may ameliorate these hippocampal abnormalities and related cognitive/clinical symptoms. This study examines the impact of exercise on deficits in fitness, cognitive deficits, attenuated psychotic symptoms, hippocampal volumes, and hippocampal connectivity in individuals at CHR-p. STUDY DESIGN In a randomized controlled trial, 32 individuals at CHR-p participated in either an exercise (n = 17) or waitlist (no exercise) (n = 15) condition. All participants were sedentary at use and absent of current antipsychotic medication, psychosis diagnoses, or a substance use disorder. The participants completed a series of fitness, cognitive tasks, clinical assessments, and an MRI session preintervention and postintervention. The exercise intervention included a high-intensity interval exercise (80% of VO2max) with 1-minute high-intensity intervals (95% of VO2max) every 10 minutes) protocol twice a week over 3 months. STUDY RESULTS The exercise intervention was well tolerated (83.78% retention; 81.25% completion). The exercising CHR-p group showed that improved fitness (pre/post-d = 0.53), increased in cognitive performance (pre/post-d = 0.49), decrease in positive symptoms (pre/post-d = 1.12) compared with the waitlist group. Exercising individuals showed stable hippocampal volumes; waitlist CHR-p individuals showed 3.57% decreased hippocampal subfield volume. Exercising individuals showed that increased exercise-related hippocampal connectivity compared to the waitlist individuals. CONCLUSIONS The exercise intervention had excellent adherence, and there were clear signs of mechanism engagement. Taken together, evidence suggests that high-intensity exercise can be a beneficial therapeutic tool in the psychosis risk period.
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Affiliation(s)
- Katherine S F Damme
- To whom correspondence should be addressed; Department of Psychology, Northwestern University, 2029 Sheridan Rd.Evanston, IL 60208, USA; tel: 402-890-3606, e-mail:
| | - Tina Gupta
- Department of Psychology, Northwestern University, Evanston, IL, USA
| | - Ivanka Ristanovic
- Department of Psychology, Northwestern University, Evanston, IL, USA,Institute for Innovations in Developmental Sciences (DevSci), Northwestern University, Evanston and Chicago, IL, USA
| | - David Kimhy
- Department of Psychology, Northwestern University, Evanston, IL, USA,Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA,MIRECC, The James J. Peters VA Medical Center, Bronx, NY, USA
| | - Angela D Bryan
- Department of Psychology and Neuroscience, University of Colorado, Boulder, CO, USA,Institute for Neuroscience, University of Colorado, Boulder, CO, USA
| | - Vijay A Mittal
- Department of Psychology, Northwestern University, Evanston, IL, USA,Institute for Innovations in Developmental Sciences (DevSci), Northwestern University, Evanston and Chicago, IL, USA,Institute for Cognitive Science, University of Colorado, Boulder, CO, USA,Department of Psychiatry, Northwestern University, Chicago, IL, USA,Medical Social Sciences, Northwestern University, Chicago, IL, USA,Institute for Policy Research (IPR), Northwestern University, Chicago, IL, USA
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15
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Moran EK, Gold JM, Carter CS, MacDonald AW, Ragland JD, Silverstein SM, Luck SJ, Barch DM. Both unmedicated and medicated individuals with schizophrenia show impairments across a wide array of cognitive and reinforcement learning tasks. Psychol Med 2022; 52:1115-1125. [PMID: 32799938 PMCID: PMC8095353 DOI: 10.1017/s003329172000286x] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND Schizophrenia is a disorder characterized by pervasive deficits in cognitive functioning. However, few well-powered studies have examined the degree to which cognitive performance is impaired even among individuals with schizophrenia not currently on antipsychotic medications using a wide range of cognitive and reinforcement learning measures derived from cognitive neuroscience. Such research is particularly needed in the domain of reinforcement learning, given the central role of dopamine in reinforcement learning, and the potential impact of antipsychotic medications on dopamine function. METHODS The present study sought to fill this gap by examining healthy controls (N = 75), unmedicated (N = 48) and medicated (N = 148) individuals with schizophrenia. Participants were recruited across five sites as part of the CNTRaCS Consortium to complete tasks assessing processing speed, cognitive control, working memory, verbal learning, relational encoding and retrieval, visual integration and reinforcement learning. RESULTS Individuals with schizophrenia who were not taking antipsychotic medications, as well as those taking antipsychotic medications, showed pervasive deficits across cognitive domains including reinforcement learning, processing speed, cognitive control, working memory, verbal learning and relational encoding and retrieval. Further, we found that chlorpromazine equivalency rates were significantly related to processing speed and working memory, while there were no significant relationships between anticholinergic load and performance on other tasks. CONCLUSIONS These findings add to a body of literature suggesting that cognitive deficits are an enduring aspect of schizophrenia, present in those off antipsychotic medications as well as those taking antipsychotic medications.
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Affiliation(s)
- Erin K. Moran
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - James M. Gold
- Department of Psychiatry, Maryland Psychiatric Research Center, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD
| | | | | | | | - Steven M. Silverstein
- Department of Psychiatry, Rutgers Robert Wood Johnson Medical School Hospital, Piscataway, NJ
| | - Steven J. Luck
- Department of Psychology, University of California, Davis, CA
| | - Deanna M. Barch
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
- Department of Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, MO
- Department of Radiology, Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO
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16
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Nestor PG, Levitt JJ, Ohtani T, Newell DT, Shenton ME, Niznikiewicz M. Loosening of Associations in Chronic Schizophrenia: Intersectionality of Verbal Learning, Negative Symptoms, and Brain Structure. SCHIZOPHRENIA BULLETIN OPEN 2022; 3:sgac004. [PMID: 35295655 PMCID: PMC8918213 DOI: 10.1093/schizbullopen/sgac004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
In 1908, Bleuler proposed a unitary theory of schizophrenia, hypothesizing a "loosening of associations" as the central mechanism underlying disturbances in thinking, motivation, and affective expression. Here, we test Bleuler's model in an archival sample of 79 healthy controls and 76 patients with chronic schizophrenia who had completed neuropsychological tests, including a measure of learning of novel word pairs, which was specifically selected to probe the structure and formation of new verbal associations. The patients also had positive and negative symptoms ratings, including measures of flat affect, anhedonia, and thought disorder. A subset of patients and controls (n = 39) had available prior archival 3-T magnetic resonance imaging (MRI) measures of prefrontal cortex (PFC) gray matter volumes. In relation to controls, patients showed evidence of a selective impairment in associative learning, independent of their overall reduced neuropsychological functioning. This neuropsychological impairment, in turn, correlated significantly with overall levels of negative but not positive symptoms, with the data showing an especially strong contribution of flattened emotional expression to verbal associate learning deficits in this patient sample. Moreover, the archival MRI data were consistent with prior research pointing to an important role of the PFC in supporting verbal associate learning and memory in patients and controls. Taken together, the current results provided evidence of a selective impairment in schizophrenia on a PFC-supported verbal associate learning and memory task, which was accompanied by negative symptoms in general, and flattened emotional expression, in particular.
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Affiliation(s)
- Paul G Nestor
- Department of Psychology, University of Massachusetts, Boston, MA, USA
- Clinical Neuroscience Division, Laboratory of Neuroscience, Department of Psychiatry, Veterans Affairs (VA) Boston Healthcare System, Harvard Medical School, Brockton, MA, USA
| | - James J Levitt
- Clinical Neuroscience Division, Laboratory of Neuroscience, Department of Psychiatry, Veterans Affairs (VA) Boston Healthcare System, Harvard Medical School, Brockton, MA, USA
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Toshiyuki Ohtani
- Clinical Neuroscience Division, Laboratory of Neuroscience, Department of Psychiatry, Veterans Affairs (VA) Boston Healthcare System, Harvard Medical School, Brockton, MA, USA
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Dominick T Newell
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Martha E Shenton
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Margaret Niznikiewicz
- Clinical Neuroscience Division, Laboratory of Neuroscience, Department of Psychiatry, Veterans Affairs (VA) Boston Healthcare System, Harvard Medical School, Brockton, MA, USA
- Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
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17
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Sousa AE, Pochiet G, Ryan JD, Lepage M. The Relational Trip Task, a novel ecological measure of relational memory: data from a schizophrenia sample. Cogn Neuropsychiatry 2021; 26:421-440. [PMID: 34633280 DOI: 10.1080/13546805.2021.1987870] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
INTRODUCTION Relational memory (RM) is severely impaired in schizophrenia. Unitisation can circumvent RM impairments in clinical populations as measured by the transverse-patterning (TP) task, a well-established measure of RM capacity. We compared memory performance on a new ecological RM measure, the Relational Trip Task (RTT), to that of TP at baseline and examined the effects of a unitisation intervention in RTT performance. RTT involves learning relational information of real-life stimuli, such as the relationship between people and places or objects. METHODS TP and RTT performances were examined in 45 individuals with schizophrenia. TP-impaired participants (n = 22) were randomised to either the intervention or an active control group. TP and RTT were administered again after unitisation training. Task validity and reliability were assessed. Intervention group's pre- and post-RTT accuracies were compared and contrasted to that in the control group. RESULTS RTT and TP were moderately correlated. TP non-learners had inferior performance in RTT at baseline. Improvement in RTT performance after unitisation training was observed in the intervention group; no pre-post improvement was observed in the control group. CONCLUSION RTT has an acceptable criterion validity and excellent alternate-form reliability. Unitisation seemed to be successfully generalized to support associations of real-life stimuli.
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Affiliation(s)
- Ana Elisa Sousa
- Douglas Mental Health University Institute, Montreal, QC, Canada.,Integrated Program in Neuroscience, McGill University, Montréal, QC, Canada
| | - Gabrielle Pochiet
- Douglas Mental Health University Institute, Montreal, QC, Canada.,Integrated Program in Neuroscience, McGill University, Montréal, QC, Canada
| | - Jennifer D Ryan
- Rotman Research Institute, Baycrest; Department of Psychology, University of Toronto, Toronto, ON, Canada
| | - Martin Lepage
- Douglas Mental Health University Institute, Montreal, QC, Canada.,Department of Psychiatry, McGill University, Montreal, QC, Canada
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18
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Intact context memory performance in adults with autism spectrum disorder. Sci Rep 2021; 11:20482. [PMID: 34650189 PMCID: PMC8516951 DOI: 10.1038/s41598-021-99898-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 09/24/2021] [Indexed: 11/13/2022] Open
Abstract
Research on memory in autism spectrum disorder (ASD) finds increased difficulty encoding contextual associations in episodic memory and suggests executive dysfunction (e.g., selective attention, cognitive flexibility) and deficient metacognitive monitoring as potential contributing factors. Findings from our lab suggest that age-related impairments in selective attention contribute to those in context memory accuracy and older adults tended to show dependence in context memory accuracy between relevant and irrelevant context details (i.e., hyper-binding). Using an aging framework, we tested the effects of selective attention on context memory in a sample of 23 adults with ASD and 23 typically developed adults. Participants studied grayscale objects flanked by two types of contexts (color, scene) on opposing sides and were told to attend to only one object-context relationship, ignoring the other context. At test, participants made object and context recognition decisions and judgment of confidence decisions allowing for an evaluation of context memory performance, hyper-binding, and metacognitive performance for context judgments in a single task. Results showed that adults with ASD performed similarly to typically developed adults on all measures. These findings suggest that context memory performance is not always disrupted in adults with ASD, even when demands on selective attention are high. We discuss the need for continued research to evaluate episodic memory in a wider variety of adults with ASD.
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19
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Kamp SM. Neurocognitive mechanisms of guided item and associative encoding in young and older adults. Brain Cogn 2020; 145:105626. [DOI: 10.1016/j.bandc.2020.105626] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Revised: 08/21/2020] [Accepted: 09/02/2020] [Indexed: 10/23/2022]
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20
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Kantrowitz JT, Javitt DC, Freedman R, Sehatpour P, Kegeles LS, Carlson M, Sobeih T, Wall MM, Choo TH, Vail B, Grinband J, Lieberman JA. Double blind, two dose, randomized, placebo-controlled, cross-over clinical trial of the positive allosteric modulator at the alpha7 nicotinic cholinergic receptor AVL-3288 in schizophrenia patients. Neuropsychopharmacology 2020; 45:1339-1345. [PMID: 32015461 PMCID: PMC7298033 DOI: 10.1038/s41386-020-0628-9] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2019] [Revised: 01/06/2020] [Accepted: 01/26/2020] [Indexed: 11/09/2022]
Abstract
Despite their theoretical rationale, nicotinic alpha-7 acetylcholine (nα7) receptor agonists, have largely failed to demonstrate efficacy in placebo-controlled trials in schizophrenia. AVL-3288 is a nα7 positive allosteric modulator (PAM), which is only active in the presence of the endogenous ligand (acetylcholine), and thus theoretically less likely to cause receptor desensitization. We evaluated the efficacy of AVL-3288 in a Phase 1b, randomized, double-blind, placebo-controlled, triple cross-over study. Twenty-four non-smoking, medicated, outpatients with schizophrenia or schizoaffective disorder and a Repeatable Battery for the Assessment of Neuropsychological Status (RBANS) ≥62 were randomized. Each subject received 5 days of AVL-3288 (10, 30 mg) and placebo across three separate treatment weeks. The primary outcome measure was the RBANS total scale score, with auditory P50 evoked potential suppression the key target engagement biomarker. Secondary outcome measures include task-based fMRI (RISE task), mismatch negativity, the Scale for the Assessment of Negative Symptoms of Schizophrenia (SANS) and the Brief Psychiatric Rating Scale (BPRS). Twenty-four subjects were randomized and treated without any clinically significant treatment emergent adverse effects. Baseline RBANS (82 ± 17) and BPRS (41 ± 13) scores were consistent with moderate impairment. Primary outcomes were negative, with non-significant worsening for both active groups vs. placebo in the P50 and minimal between group changes on the RBANS. In conclusion, the results did not indicate efficacy of the compound, consistent with most prior results for the nα7 target.
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Affiliation(s)
- Joshua T. Kantrowitz
- 0000000419368729grid.21729.3fColumbia University, New York, USA ,0000 0000 8499 1112grid.413734.6New York State Psychiatric Institute, New York, USA ,0000 0001 2189 4777grid.250263.0Nathan Kline Institute, Orangeburg, USA
| | - Daniel C. Javitt
- 0000000419368729grid.21729.3fColumbia University, New York, USA ,0000 0000 8499 1112grid.413734.6New York State Psychiatric Institute, New York, USA ,0000 0001 2189 4777grid.250263.0Nathan Kline Institute, Orangeburg, USA
| | | | - Pejman Sehatpour
- 0000000419368729grid.21729.3fColumbia University, New York, USA ,0000 0000 8499 1112grid.413734.6New York State Psychiatric Institute, New York, USA ,0000 0001 2189 4777grid.250263.0Nathan Kline Institute, Orangeburg, USA
| | - Lawrence S. Kegeles
- 0000000419368729grid.21729.3fColumbia University, New York, USA ,0000 0000 8499 1112grid.413734.6New York State Psychiatric Institute, New York, USA
| | - Marlene Carlson
- 0000000419368729grid.21729.3fColumbia University, New York, USA ,0000 0000 8499 1112grid.413734.6New York State Psychiatric Institute, New York, USA
| | - Tarek Sobeih
- 0000 0001 2189 4777grid.250263.0Nathan Kline Institute, Orangeburg, USA
| | - Melanie M. Wall
- 0000000419368729grid.21729.3fColumbia University, New York, USA ,0000 0000 8499 1112grid.413734.6New York State Psychiatric Institute, New York, USA
| | - Tse-Hwei Choo
- 0000000419368729grid.21729.3fColumbia University, New York, USA ,0000 0000 8499 1112grid.413734.6New York State Psychiatric Institute, New York, USA
| | - Blair Vail
- 0000 0000 8499 1112grid.413734.6New York State Psychiatric Institute, New York, USA
| | - Jack Grinband
- 0000000419368729grid.21729.3fColumbia University, New York, USA ,0000 0000 8499 1112grid.413734.6New York State Psychiatric Institute, New York, USA
| | - Jeffrey A. Lieberman
- 0000000419368729grid.21729.3fColumbia University, New York, USA ,0000 0000 8499 1112grid.413734.6New York State Psychiatric Institute, New York, USA
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21
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Smucny J, Zarubin VC, Ragland JD, Carter CS. Are Visual Memory Deficits in Recent-Onset Psychosis Degenerative? Am J Psychiatry 2020; 177:355-356. [PMID: 32233684 PMCID: PMC7241283 DOI: 10.1176/appi.ajp.2019.19080845] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Jason Smucny
- Department of Psychiatry, University of California, Davis
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22
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Smucny J, Iosif AM, Eaton NR, Lesh TA, Ragland JD, Barch DM, Gold JM, Strauss ME, MacDonald AW, Silverstein SM, Carter CS. Latent Profiles of Cognitive Control, Episodic Memory, and Visual Perception Across Psychiatric Disorders Reveal a Dimensional Structure. Schizophr Bull 2020; 46:154-162. [PMID: 30953588 PMCID: PMC6942157 DOI: 10.1093/schbul/sbz025] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Although meta-analyses suggest that schizophrenia (SZ) is associated with a more severe neurocognitive phenotype than mood disorders such as bipolar disorder, considerable between-subject heterogeneity exists in the phenotypic presentation of these deficits across mental illnesses. Indeed, it is unclear whether the processes that underlie cognitive dysfunction in these disorders are unique to each disease or represent a common neurobiological process that varies in severity. Here we used latent profile analysis (LPA) across 3 distinct cognitive domains (cognitive control, episodic memory, and visual integration; using data from the CNTRACS consortium) to identify distinct profiles of patients across psychotic illnesses. LPA was performed on a sample of 223 psychosis patients (59 with Type I bipolar disorder, 88 with SZ, and 76 with schizoaffective disorder). Seventy-three healthy control participants were included for comparison but were not included in sample LPA. Three latent profiles ("Low," "Moderate," and "High" ability) were identified as the underlying covariance across the 3 domains. The 3-profile solution provided highly similar fit to a single continuous factor extracted by confirmatory factor analysis, supporting a unidimensional structure. Diagnostic ratios did not significantly differ between profiles, suggesting that these profiles cross diagnostic boundaries (an exception being the Low ability profile, which had only one bipolar patient). Profile membership predicted Brief Psychiatric Rating Scale and Young Mania Rating Scale symptom severity as well as everyday communication skills independent of diagnosis. Biological, clinical and methodological implications of these findings are discussed.
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Affiliation(s)
- Jason Smucny
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Davis, CA
| | - Ana-Maria Iosif
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Davis, CA
| | - Nicholas R Eaton
- Department of Psychology, State University of New York Stony Brook, Stony Brook, NY
| | - Tyler A Lesh
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Davis, CA
| | - J Daniel Ragland
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Davis, CA
| | - Deanna M Barch
- Department of Psychology, Washington University in St. Louis, St. Louis, MO
| | - James M Gold
- Department of Psychiatry, Maryland Psychiatric Research Center, Catonsville, MD
| | - Milton E Strauss
- Department of Psychology, University of New Mexico, Albuquerque, NM
| | | | - Steven M Silverstein
- Departments of Psychiatry and Ophthalmology, Rutgers – The State University of New Jersey, New Brunswick, NJ
| | - Cameron S Carter
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Davis, CA
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23
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Hogeveen J, Krug MK, Geddert RM, Ragland JD, Solomon M. Compensatory Hippocampal Recruitment Supports Preserved Episodic Memory in Autism Spectrum Disorder. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2019; 5:97-109. [PMID: 31676207 DOI: 10.1016/j.bpsc.2019.08.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Revised: 08/27/2019] [Accepted: 08/27/2019] [Indexed: 11/20/2022]
Abstract
BACKGROUND The degree to which individuals with autism spectrum disorder (ASD) evidence impairments in episodic memory relative to their typically developing (TD) counterparts remains unclear. According to a prominent view, ASD is associated with deficits in encoding associations between items and recollecting precise context details. Here, we evaluated behavioral and neural evidence for this impaired relational binding hypothesis using a task involving relational encoding and recollection during functional magnetic resonance imaging. METHODS Adolescents and young adults (nASD = 47, nTD = 60) performed the Relational and Item-Specific Encoding task during functional magnetic resonance imaging, including item and associative recognition testing. We modeled functional recruitment within the medial temporal lobes (MTLs), and connectivity between MTL and the posterior medial (PM) network thought to underlie relational memory. The impaired relational binding model would predict a behavioral deficit driven by aberrant recruitment and connectivity of MTL and the PM network. RESULTS The ASD and TD groups showed indistinguishable item and associative recognition performance. During relational encoding, the ASD group demonstrated increased hippocampal recruitment, and decreased connectivity between MTL and PM regions relative to the TD group. Within ASD, hippocampal recruitment and MTL-PM connectivity were inversely correlated. CONCLUSIONS The lack of a behavioral deficit in ASD does not support the impaired relational binding hypothesis. Instead, the current data suggest that increased recruitment of the hippocampus compensates for decreased MTL-PM connectivity to support preserved episodic memory in ASD. These findings suggest a compensatory neurodevelopmental mechanism that may support preserved cognitive domains in ASD: local hyperrecruitment may offset connectivity aberrations in individuals with ASD relative to TD subjects.
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Affiliation(s)
- Jeremy Hogeveen
- Department of Psychology, University of New Mexico, Albuquerque, New Mexico; Psychology Clinical Neuroscience Center, University of New Mexico, Albuquerque, New Mexico.
| | - Marie K Krug
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Davis, California; MIND Institute, University of California, Davis, Davis, California
| | - Raphael M Geddert
- Center for Cognitive Neuroscience, Duke University, Durham, North Carolina
| | - J Daniel Ragland
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Davis, California; Imaging Research Center, University of California, Davis, Davis, California
| | - Marjorie Solomon
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Davis, California; MIND Institute, University of California, Davis, Davis, California; Imaging Research Center, University of California, Davis, Davis, California
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24
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Öngür D, Carter CS, Gur RE, Perkins D, Sawa A, Seidman LJ, Tamminga C, Huggins W, Hamilton C. Common Data Elements for National Institute of Mental Health-Funded Translational Early Psychosis Research. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2019; 5:10-22. [PMID: 31439493 DOI: 10.1016/j.bpsc.2019.06.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Revised: 06/21/2019] [Accepted: 06/21/2019] [Indexed: 11/20/2022]
Abstract
The National Institutes of Health has established the PhenX Toolkit as a web-based resource containing consensus measures freely available to the research community. The National Institute of Mental Health (NIMH) has introduced the Mental Health Research Core Collection as part of the PhenX Toolkit and recently convened the PhenX Early Psychosis Working Group to generate the PhenX Early Psychosis Specialty Collection. The Working Group consisted of two complementary panels for clinical and translational research. We review the process, deliberations, and products of the translational research panel. The Early Psychosis Specialty Collection rationale for measure selection as well as additional information and protocols for obtaining each measure are available on the PhenX website (https://www.phenxtoolkit.org). The NIMH strongly encourages investigators to use instruments from the PhenX Mental Health Research Collections in NIMH-funded studies and discourages use of alternative measures to collect similar data without justification. We also discuss some of the potential advances that can be achieved by collecting common data elements across large-scale longitudinal studies of early psychosis.
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Affiliation(s)
- Dost Öngür
- Department of Psychiatry, McLean Hospital, Harvard Medical School, Belmont, Massachusetts.
| | - Cameron S Carter
- Department of Psychiatry, University of California, Davis, Davis, California
| | - Raquel E Gur
- Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Diana Perkins
- Department of Psychiatry, University of North Carolina, Chapel Hill, North Carolina
| | - Akira Sawa
- Department of Psychiatry, The Johns Hopkins University, Baltimore, Maryland
| | - Larry J Seidman
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts
| | - Carol Tamminga
- Department of Psychiatry, University of Texas Southwestern Medical School, Dallas, Texas
| | - Wayne Huggins
- RTI International, Research Triangle Park, North Carolina
| | - Carol Hamilton
- RTI International, Research Triangle Park, North Carolina
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25
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Abstract
Episodic memory deficits are consistently documented as a core aspect of cognitive dysfunction in schizophrenia patients, present from the onset of the illness and strongly associated with functional disability. Over the past decade, research using approaches from experimental cognitive neuroscience revealed disproportionate episodic memory impairments in schizophrenia (Sz) under high cognitive demand relational encoding conditions and relatively unimpaired performance under item-specific encoding conditions. These specific deficits in component processes of episodic memory reflect impaired activation and connectivity within specific elements of frontal-medial temporal lobe circuits, with a central role for the dorsolateral prefrontal cortex (DLPFC), relatively intact function of ventrolateral prefrontal cortex and variable results in the hippocampus. We propose that memory deficits can be understood within the broader context of cognitive deficits in Sz, where impaired DLPFC-related cognitive control has a broad impact across multiple cognitive domains. The therapeutic implications of these findings are discussed.
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Affiliation(s)
- JY Guo
- Department of Psychiatry and Behavioral Sciences, Imaging Research Center, University of California at Davis, Sacramento, CA, United States,Department of Psychology, Center for Neuroscience, University of California at Davis, Davis, CA, United States
| | - JD Ragland
- Department of Psychiatry and Behavioral Sciences, Imaging Research Center, University of California at Davis, Sacramento, CA, United States
| | - CS Carter
- Department of Psychiatry and Behavioral Sciences, Imaging Research Center, University of California at Davis, Sacramento, CA, United States,Department of Psychology, Center for Neuroscience, University of California at Davis, Davis, CA, United States
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26
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Olman CA, Espensen-Sturges T, Muscanto I, Longenecker JM, Burton PC, Grant AN, Sponheim SR. Fragmented ambiguous objects: Stimuli with stable low-level features for object recognition tasks. PLoS One 2019; 14:e0215306. [PMID: 30973914 PMCID: PMC6459591 DOI: 10.1371/journal.pone.0215306] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Accepted: 03/29/2019] [Indexed: 11/19/2022] Open
Abstract
Visual object recognition is a complex skill that relies on the interaction of many spatially distinct and specialized visual areas in the human brain. One tool that can help us better understand these specializations and interactions is a set of visual stimuli that do not differ along low-level dimensions (e.g., orientation, contrast) but do differ along high-level dimensions, such as whether a real-world object can be detected. The present work creates a set of line segment-based images that are matched for luminance, contrast, and orientation distribution (both for single elements and for pair-wise combinations) but result in a range of object and non-object percepts. Image generation started with images of isolated objects taken from publicly available databases and then progressed through 3-stages: a computer algorithm generating 718 candidate images, expert observers selecting 217 for further consideration, and naïve observers performing final ratings. This process identified a set of 100 images that all have the same low-level properties but cover a range of recognizability (proportion of naïve observers (N = 120) who indicated that the stimulus "contained a known object") and semantic stability (consistency across the categories of living, non-living/manipulable, and non-living/non-manipulable when the same observers named "known" objects). Stimuli are available at https://github.com/caolman/FAOT.git.
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Affiliation(s)
- Cheryl A. Olman
- Department of Psychology, University of Minnesota, Minneapolis, Minnesota, United States of America
- Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, Minnesota, United States of America
- * E-mail:
| | - Tori Espensen-Sturges
- Department of Psychiatry, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Isaac Muscanto
- Department of Psychiatry, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Julia M. Longenecker
- Department of Psychology, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Philip C. Burton
- College of Liberal Arts, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Andrea N. Grant
- Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Scott R. Sponheim
- Department of Psychiatry, University of Minnesota, Minneapolis, Minnesota, United States of America
- Minneapolis VA Healthcare System, Minneapolis, Minnesota, United States of America
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27
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Thomas ML. Advances in applications of item response theory to clinical assessment. Psychol Assess 2019; 31:1442-1455. [PMID: 30869966 DOI: 10.1037/pas0000597] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Item response theory (IRT) is moving to the forefront of methodologies used to develop, evaluate, and score clinical measures. Funding agencies and test developers are routinely supporting IRT work, and the theory has become closely tied to technological advances within the field. As a result, familiarity with IRT has grown increasingly relevant to mental health research and practice. But to what end? This article reviews advances in applications of IRT to clinical measurement in an effort to identify tangible improvements that can be attributed to the methodology. Although IRT shares similarities with classical test theory and factor analysis, the approach has certain practical benefits, but also limitations, when applied to measurement challenges. Major opportunities include the use of computerized adaptive tests to prevent conditional measurement error, multidimensional models to prevent misinterpretation of scores, and analyses of differential item functioning to prevent bias. Whereas these methods and technologies were once only discussed as future possibilities, they are now accessible because of recent support of IRT-focused clinical research. Despite this, much work still remains in widely disseminating methods and technologies from IRT into mental health research and practice. Clinicians have been reluctant to fully embrace the approach, especially in terms or prospective test development and adaptive item administration. Widespread use of IRT technologies will require continued cooperation among psychometricians, clinicians, and other stakeholders. There are also many opportunities to expand the methodology, especially with respect to integrating modern measurement theory with models from personality and cognitive psychology as well as neuroscience. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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28
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Longenecker JM, Venables NC, Kang SS, McGuire KA, Sponheim SR. Brain Responses at Encoding Predict Limited Verbal Memory Retrieval by Persons with Schizophrenia. Arch Clin Neuropsychol 2018; 33:477-490. [PMID: 28961775 DOI: 10.1093/arclin/acx082] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2017] [Accepted: 08/26/2017] [Indexed: 11/15/2022] Open
Abstract
Objective Special attention has been given to verbal memory deficits in schizophrenia because they are apparent in healthy biological relatives of affected individuals, indicating a link to genetic risk for the disorder. Despite a growing consensus that encoding abnormalities contribute to poor verbal memory in the disorder, few studies have directly examined how neural responses during encoding contribute to later memory performance. Method We evaluated event-related potentials (ERPs) during encoding of verbal material by patients with schizophrenia, healthy first-degree biological relatives of patients, and healthy controls. The extent to which N1, N400, and anterior and parietal Late Positive Components (LPCs) explained encoding accuracy and later memory of material was investigated. Results Encoding accuracy was associated with asymmetry in anterior LPCs toward right frontal brain regions and was most evident in relatives. N1 was abnormal at encoding in schizophrenia and differentially accounted for later memory performance. In controls better recall of verbal material was predicted by a larger early occipital (N1) encoding response; however, in patients with schizophrenia smaller N1 encoding responses were related to better recall. Interestingly, better recognition of verbal material across groups was also predicted by smaller N1 amplitudes during encoding of word stimuli. Conclusion Separable patterns of electrophysiological response during encoding appear to differentially support recall and recognition of material from memory. Similar patterns of electrophysiological response across patient and relative groups suggest that those who carry genetic liability for schizophrenia share deviations in the neural activity related to encoding of material into episodic memory.
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Affiliation(s)
- Julia M Longenecker
- Department of Psychology, University of Minnesota, Minneapolis, MN 55454, USA
| | - Noah C Venables
- Department of Psychology, University of Minnesota, Minneapolis, MN 55454, USA
| | - Seung Suk Kang
- Minneapolis VA Health Care System, 1 Veterans Dr, Minneapolis, MN 55417, USA
| | - Kathryn A McGuire
- Minneapolis VA Health Care System, 1 Veterans Dr, Minneapolis, MN 55417, USA
| | - Scott R Sponheim
- Department of Psychology, University of Minnesota, Minneapolis, MN 55454, USA
- Minneapolis VA Health Care System, 1 Veterans Dr, Minneapolis, MN 55417, USA
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29
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Lee JC. Episodic memory retrieval in adolescents with and without developmental language disorder (DLD). INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2018; 53:271-281. [PMID: 29119716 PMCID: PMC5835159 DOI: 10.1111/1460-6984.12340] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Revised: 07/31/2017] [Accepted: 08/13/2017] [Indexed: 06/01/2023]
Abstract
BACKGROUND Two reasons may explain the discrepant findings regarding declarative memory in developmental language disorder (DLD) in the literature. First, standardized tests are one of the primary tools used to assess declarative memory in previous studies. It is possible they are not sensitive enough to subtle memory impairment. Second, the system underlying declarative memory is complex, and thus results may vary depending on the types of encoding and retrieval processes measured (e.g., item specific or relational) and/or task demands (e.g., recall or recognition during memory retrieval). AIMS To adopt an experimental paradigm to examine episodic memory functioning in adolescents with and without DLD, with the focus on memory recognition of item-specific and relational information. METHODS & PROCEDURES Two groups of adolescents, one with DLD (n = 23; mean age = 16.73 years) and the other without (n = 23; mean age = 16.75 years), participated in the study. The Relational and Item-Specific Encoding (RISE) paradigm was used to assess the effect of different encoding processes on episodic memory retrieval in DLD. The advantage of using the RISE task is that both item-specific and relational encoding/retrieval can be examined within the same learning paradigm. OUTCOMES & RESULTS Adolescents with DLD and those with typical language development showed comparable engagement during the encoding phase. The DLD group showed significantly poorer item recognition than the comparison group. Associative recognition was not significantly different between the two groups; however, there was a non-significant trend for to be poorer in the DLD group than in the comparison group, suggesting a possible impairment in associative recognition in individuals with DLD, but to a lesser magnitude. CONCLUSIONS & IMPLICATIONS These results indicate that adolescents with DLD have difficulty with episodic memory retrieval when stimuli are encoded and retrieved without support from contextual information. Associative recognition is relatively less affected than item recognition in adolescents with DLD.
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Affiliation(s)
- Joanna C Lee
- Department of Communication Sciences and Disorders, University of Iowa, Iowa City, IA, USA
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30
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Sousa A, Gomar JJ, Ragland JD, Conejero-Goldberg C, Buthorn J, Keehlisen L, Huey TE, Koppel J, Gordon ML, Christen E, Goldberg TE. The Relational and Item-Specific Encoding Task in Mild Cognitive Impairment and Alzheimer Disease. Dement Geriatr Cogn Disord 2018; 42:265-277. [PMID: 27723653 DOI: 10.1159/000448170] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/04/2016] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND The Relational and Item-Specific Encoding task (RISE) measures episodic memory subcomponents, including item-specific and relational encoding of to-be-remembered stimuli. These memory components are neurobiologically relevant because they may engage distinct subregions of the medial temporal lobe, perirhinal and entorhinal cortices, parahippocampus, and hippocampus. METHODS A total of 125 participants, including 84 healthy controls (HC), 22 mild cognitive impairment-diagnosed and 19 Alzheimer disease (AD)-diagnosed participants, were administered the RISE and neuropsychological measures. Stepwise linear regressions assessed prediction of functional ability from RISE d' measures. ANOVAs and logistic regressions determined the ability of the RISE to discriminate between the diagnostic groups. In addition, the psychometric properties of the RISE were examined. RESULTS RISE measures predicted diagnosis with pseudo R2 values in the range of 0.25-0.30. Receiver operating characteristic curves demonstrated adequate sensitivity and specificity with areas under the curve in the range of 0.78-0.98. Memory following relational encoding was a significant predictor of everyday functional competence. The RISE had acceptable psychometric properties, with the exception of floor effects in the AD group. CONCLUSION The RISE measures significantly predicted diagnosis and predicted everyday functional competence. The RISE offers unique advantages in the assessment of HC and individuals with preclinical AD.
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Affiliation(s)
- Amber Sousa
- The Litwin-Zucker Research Center, The Feinstein Institute for Medical Research, Manhasset, N.Y., USA
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31
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Javitt DC, Carter CS, Krystal JH, Kantrowitz JT, Girgis RR, Kegeles LS, Ragland JD, Maddock RJ, Lesh TA, Tanase C, Corlett PR, Rothman DL, Mason G, Qiu M, Robinson J, Potter WZ, Carlson M, Wall MM, Choo TH, Grinband J, Lieberman JA. Utility of Imaging-Based Biomarkers for Glutamate-Targeted Drug Development in Psychotic Disorders: A Randomized Clinical Trial. JAMA Psychiatry 2018; 75:11-19. [PMID: 29167877 PMCID: PMC5833531 DOI: 10.1001/jamapsychiatry.2017.3572] [Citation(s) in RCA: 76] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
IMPORTANCE Despite strong theoretical rationale and preclinical evidence, several glutamate-targeted treatments for schizophrenia have failed in recent pivotal trials, prompting questions as to target validity, compound inadequacy, or lack of target engagement. A key limitation for glutamate-based treatment development is the lack of functional target-engagement biomarkers for translation between preclinical and early-stage clinical studies. We evaluated the utility of 3 potential biomarkers-ketamine-evoked changes in the functional magnetic imaging (fMRI) blood oxygen level-dependent response (pharmacoBOLD), glutamate proton magnetic resonance spectroscopy (1H MRS), and task-based fMRI-for detecting ketamine-related alterations in brain glutamate. OBJECTIVE To identify measures with sufficient effect size and cross-site reliability to serve as glutamatergic target engagement biomarkers within early-phase clinical studies. DESIGN, SETTING, AND PARTICIPANTS This randomized clinical trial was conducted at an academic research institution between May 2014 and October 2015 as part of the National Institute of Mental Health-funded Fast-Fail Trial for Psychotic Spectrum Disorders project. All raters were blinded to study group. Healthy volunteers aged 18 to 55 years of either sex and free of significant medical or psychiatric history were recruited from 3 sites. Data were analyzed between November 2015 and December 2016. INTERVENTIONS Volunteers received either sequential ketamine (0.23 mg/kg infusion over 1 minute followed by 0.58 mg/kg/h infusion over 30 minutes and then 0.29 mg/kg/h infusion over 29 minutes) or placebo infusions. MAIN OUTCOMES AND MEASURES Ketamine-induced changes in pharmacoBOLD, 1H MRS, and task-based fMRI measures, along with symptom ratings. Measures were prespecified prior to data collection. RESULTS Of the 65 volunteers, 41 (63%) were male, and the mean (SD) age was 31.1 (9.6) years; 59 (91%) had at least 1 valid scan. A total of 53 volunteers (82%) completed both ketamine infusions. In pharmacoBOLD, a highly robust increase (Cohen d = 5.4; P < .001) in fMRI response was observed, with a consistent response across sites. A smaller but significant signal (Cohen d = 0.64; P = .04) was also observed in 1H MRS-determined levels of glutamate+glutamine immediately following ketamine infusion. By contrast, no significant differences in task-activated fMRI responses were found between groups. CONCLUSIONS AND RELEVANCE These findings demonstrate robust effects of ketamine on pharmacoBOLD across sites, supporting its utility for definitive assessment of functional target engagement. Other measures, while sensitive to ketamine effects, were not sufficiently robust for use as cross-site target engagement measures. TRIAL REGISTRATION clinicaltrials.gov Identifier: NCT02134951.
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Affiliation(s)
- Daniel C. Javitt
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York,Nathan Kline Institute for Psychiatric Research, Orangeburg, New York, New York
| | | | - John H. Krystal
- Department of Psychiatry, Yale University, New Haven, Connecticut
| | - Joshua T. Kantrowitz
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York,Nathan Kline Institute for Psychiatric Research, Orangeburg, New York, New York
| | - Ragy R. Girgis
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York
| | - Lawrence S. Kegeles
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York
| | | | | | - Tyler A. Lesh
- Department of Psychiatry, University of California, Davis
| | - Costin Tanase
- Department of Psychiatry, University of California, Davis
| | | | | | - Graeme Mason
- Department of Psychiatry, Yale University, New Haven, Connecticut
| | - Maolin Qiu
- Department of Psychiatry, Yale University, New Haven, Connecticut
| | - James Robinson
- Nathan Kline Institute for Psychiatric Research, Orangeburg, New York, New York
| | | | - Marlene Carlson
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York
| | - Melanie M. Wall
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York,National Institute of Mental Health, Rockville, Maryland
| | - Tse-Hwei Choo
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York
| | - Jack Grinband
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York
| | - Jeffrey A. Lieberman
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York
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32
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Mei YY, Wu DC, Zhou N. Astrocytic Regulation of Glutamate Transmission in Schizophrenia. Front Psychiatry 2018; 9:544. [PMID: 30459650 PMCID: PMC6232167 DOI: 10.3389/fpsyt.2018.00544] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Accepted: 10/12/2018] [Indexed: 01/19/2023] Open
Abstract
According to the glutamate hypothesis of schizophrenia, the abnormality of glutamate transmission induced by hypofunction of NMDA receptors (NMDARs) is causally associated with the positive and negative symptoms of schizophrenia. However, the underlying mechanisms responsible for the changes in glutamate transmission in schizophrenia are not fully understood. Astrocytes, the major regulatory glia in the brain, modulate not only glutamate metabolism but also glutamate transmission. Here we review the recent progress in understanding the role of astrocytes in schizophrenia. We focus on the astrocytic mechanisms of (i) glutamate synthesis via the glutamate-glutamine cycle, (ii) glutamate clearance by excitatory amino acid transporters (EAATs), (iii) D-serine release to activate NMDARs, and (iv) glutamatergic target engagement biomarkers. Abnormality in these processes is highly correlated with schizophrenia phenotypes. These findings will shed light upon further investigation of pathogenesis as well as improvement of biomarkers and therapies for schizophrenia.
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Affiliation(s)
- Yu-Ying Mei
- Translational Medicine Research Center, China Medical University Hospital, Taichung, Taiwan.,Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
| | - Dong Chuan Wu
- Translational Medicine Research Center, China Medical University Hospital, Taichung, Taiwan.,Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
| | - Ning Zhou
- Translational Medicine Research Center, China Medical University Hospital, Taichung, Taiwan.,Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
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33
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An Event Related Potentials Study of Semantic Coherence Effect during Episodic Encoding in Schizophrenia Patients. SCHIZOPHRENIA RESEARCH AND TREATMENT 2018; 2018:8501973. [PMID: 29535872 PMCID: PMC5817848 DOI: 10.1155/2018/8501973] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
The objective of this electrophysiological study was to investigate the processing of semantic coherence during encoding in relation to episodic memory processes promoted at test, in schizophrenia patients, by using the N400 paradigm. Eighteen schizophrenia patients and 15 healthy participants undertook a recognition memory task. The stimuli consisted of pairs of words either semantically related or unrelated to a given category name (context). During encoding, both groups exhibited an N400 external semantic coherence effect. Healthy controls also showed an N400 internal semantic coherence effect, but this effect was not present in patients. At test, related stimuli were accompanied by an FN400 old/new effect in both groups and by a parietal old/new effect in the control group alone. In the patient group, external semantic coherence effect was associated with FN400, while, in the control group, it was correlated to the parietal old/new effect. Our results indicate that schizophrenia patients can process the contextual information at encoding to enhance familiarity process for related stimuli at test. Therefore, cognitive rehabilitation therapies targeting the implementation of semantic encoding strategies can mobilize familiarity which in turn can overcome the recollection deficit, promoting successful episodic memory performance in schizophrenia patients.
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Greenland-White SE, Ragland JD, Niendam TA, Ferrer E, Carter CS. Episodic memory functions in first episode psychosis and clinical high risk individuals. Schizophr Res 2017; 188:151-157. [PMID: 28143678 PMCID: PMC5533652 DOI: 10.1016/j.schres.2017.01.035] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2016] [Revised: 01/18/2017] [Accepted: 01/20/2017] [Indexed: 12/19/2022]
Abstract
OBJECTIVE Individuals with schizophrenia have disproportionate memory impairments when encoding relational versus item-specific information, and when using recollection versus familiarity during retrieval. It is unclear whether this pattern is unique to people with chronic schizophrenia, or if it occurs in individuals after a first episode of psychosis (FE), or when at clinical high-risk for psychosis (CHR). METHODS We administered the Relational and Item-Specific Memory task (RiSE) to 22 CHR, 101 FE, and 58 typically developing (TD) participants. We examined group differences in item and relational encoding, and familiarity-based and recollection-based retrieval using parametric analysis and structural equation modeling (SEM). Longitudinal data allowed us to examine relations between baseline RiSE performance and change in clinical symptoms at 1-year follow-up in the FE group. RESULTS Groups did not differ on familiarity. FE and CHR groups were equally impaired on overall recognition accuracy. Although recollection was impaired in both FE and CHR groups following relational encoding, only the FE group had impaired recollection following item encoding. SEM showed atypical relationships between familiarity and recollection, as well as familiarity and item recognition for both the FE and CHR groups. For FE individuals, better baseline recognition accuracy predicted less severe negative symptoms at 1-year follow-up. CONCLUSIONS Impaired relational and recollective memory may reflect neurodevelopmental abnormalities predating conversion to psychosis. These memory deficits appear related to negative symptom changes. In contrast, item specific recollection deficits appear to occur after the development of full psychosis. Familiarity appears to be a relatively preserved memory function across the psychosis spectrum.
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Affiliation(s)
| | - J. Daniel Ragland
- Corresponding Author. Center for Neuroscience, UC Davis Imaging Research Center, 4701 X Street Sacramento CA, 95817. Tel +1 916 734 5802; fax +1 916 734 8750.
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Cooper SR, Gonthier C, Barch DM, Braver TS. The Role of Psychometrics in Individual Differences Research in Cognition: A Case Study of the AX-CPT. Front Psychol 2017; 8:1482. [PMID: 28928690 PMCID: PMC5591582 DOI: 10.3389/fpsyg.2017.01482] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Accepted: 08/17/2017] [Indexed: 11/13/2022] Open
Abstract
Investigating individual differences in cognition requires addressing questions not often thought about in standard experimental designs, especially regarding the psychometric properties of the task. Using the AX-CPT cognitive control task as a case study example, we address four concerns that one may encounter when researching the topic of individual differences in cognition. First, we demonstrate the importance of variability in task scores, which in turn directly impacts reliability, particularly when comparing correlations in different populations. Second, we demonstrate the importance of variability and reliability for evaluating potential failures to replicate predicted correlations, even within the same population. Third, we demonstrate how researchers can turn to evaluating psychometric properties as a way of evaluating the feasibility of utilizing the task in new settings (e.g., online administration). Lastly, we show how the examination of psychometric properties can help researchers make informed decisions when designing a study, such as determining the appropriate number of trials for a task.
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Affiliation(s)
- Shelly R. Cooper
- Cognitive Control and Psychopathology Laboratory, Department of Psychological & Brain Sciences, Washington University in St. Louis, St. LouisMO, United States
| | - Corentin Gonthier
- LP3C EA 1285, Department of Psychology, Université Rennes 2Rennes, France
| | - Deanna M. Barch
- Cognitive Control and Psychopathology Laboratory, Department of Psychological & Brain Sciences, Washington University in St. Louis, St. LouisMO, United States
| | - Todd S. Braver
- Cognitive Control and Psychopathology Laboratory, Department of Psychological & Brain Sciences, Washington University in St. Louis, St. LouisMO, United States
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Barch DM, Carter CS, Gold JM, Johnson SL, Kring AM, MacDonald AW, Pizzagalli DA, Ragland JD, Silverstein SM, Strauss ME. Explicit and implicit reinforcement learning across the psychosis spectrum. JOURNAL OF ABNORMAL PSYCHOLOGY 2017; 126:694-711. [PMID: 28406662 PMCID: PMC5503766 DOI: 10.1037/abn0000259] [Citation(s) in RCA: 66] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Motivational and hedonic impairments are core features of a variety of types of psychopathology. An important aspect of motivational function is reinforcement learning (RL), including implicit (i.e., outside of conscious awareness) and explicit (i.e., including explicit representations about potential reward associations) learning, as well as both positive reinforcement (learning about actions that lead to reward) and punishment (learning to avoid actions that lead to loss). Here we present data from paradigms designed to assess both positive and negative components of both implicit and explicit RL, examine performance on each of these tasks among individuals with schizophrenia, schizoaffective disorder, and bipolar disorder with psychosis, and examine their relative relationships to specific symptom domains transdiagnostically. None of the diagnostic groups differed significantly from controls on the implicit RL tasks in either bias toward a rewarded response or bias away from a punished response. However, on the explicit RL task, both the individuals with schizophrenia and schizoaffective disorder performed significantly worse than controls, but the individuals with bipolar did not. Worse performance on the explicit RL task, but not the implicit RL task, was related to worse motivation and pleasure symptoms across all diagnostic categories. Performance on explicit RL, but not implicit RL, was related to working memory, which accounted for some of the diagnostic group differences. However, working memory did not account for the relationship of explicit RL to motivation and pleasure symptoms. These findings suggest transdiagnostic relationships across the spectrum of psychotic disorders between motivation and pleasure impairments and explicit RL. (PsycINFO Database Record
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Gomar JJ, Ragland JD, Uluğ AM, Sousa A, Huey ED, Conejero-Goldberg C, Davies P, Goldberg TE. Differential medial temporal lobe morphometric predictors of item- and relational-encoded memories in healthy individuals and in individuals with mild cognitive impairment and Alzheimer's disease. ALZHEIMERS & DEMENTIA-TRANSLATIONAL RESEARCH & CLINICAL INTERVENTIONS 2017; 3:238-246. [PMID: 29067330 PMCID: PMC5651447 DOI: 10.1016/j.trci.2017.03.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
INTRODUCTION Episodic memory processes are supported by different subregions of the medial temporal lobe (MTL). In contrast to a unitary model of memory recognition supported solely by the hippocampus, a current model suggests that item encoding engages perirhinal cortex, whereas relational encoding engages parahippocampal cortex and the hippocampus. However, this model has not been examined in the context of aging, neurodegeneration, and MTL morphometrics. METHODS Forty-four healthy subjects (HSs) and 18 cognitively impaired subjects (nine mild cognitive impairment [MCI] and nine Alzheimer's disease [AD] patients) were assessed with the relational and item-specific encoding task (RISE) and underwent 3T magnetic resonance imaging. The RISE assessed the differential contribution of relational and item-specific memory. FreeSurfer was used to obtain measures of cortical thickness of MTL regions and hippocampus volume. RESULTS Memory accuracies for both item and relational memory were significantly better in the HS group than in the MCI/AD group. In MCI/AD group, relational memory was disproportionately impaired. In HSs, hierarchical regressions demonstrated that memory was predicted by perirhinal thickness after item encoding, and by hippocampus volume after relational encoding (both at trend level) and significantly by parahippocampal thickness at associative recognition. The same brain morphometry profiles predicted memory accuracy in MCI/AD, although more robustly perirhinal thickness for item encoding (R2 = 0.31) and hippocampal volume and parahippocampal thickness for relational encoding (R2 = 0.31). DISCUSSION Our results supported a model of episodic memory in which item-specific encoding was associated with greater perirhinal cortical thickness, while relational encoding was associated with parahippocampal thickness and hippocampus volume. We identified these relationships not only in HSs but also in individuals with MCI and AD. In the subjects with cognitive impairment, reductions in hippocampal volume and impairments in relational memory were especially prominent.
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Affiliation(s)
- Jesus J Gomar
- The Litwin-Zucker Alzheimer's Research Center, Feinstein Institute for Medical Research, Northwell Health, Manhasset, NY, USA.,FIDMAG Hermanas Hospitalarias Research Foundation & CIBERSAM, Sant Boi de Llobregat, Spain
| | - J Daniel Ragland
- Department of Psychiatry and Behavioral Sciences, University of California Davis, Sacramento, CA, USA
| | - Aziz M Uluğ
- Susan and Leonard Feinstein Center for Neurosciences, Feinstein Institute for Medical Research, Northwell Health, Manhasset, NY, USA.,Hofstra Northwell School of Medicine, Hempstead, NY, USA
| | - Amber Sousa
- The Litwin-Zucker Alzheimer's Research Center, Feinstein Institute for Medical Research, Northwell Health, Manhasset, NY, USA
| | - Edward D Huey
- Taub Institute for Research on Alzheimer's disease and the Aging Brain, The Gertrude H. Sergievsky Center, Columbia University, New York, NY, USA.,College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Concepcion Conejero-Goldberg
- The Litwin-Zucker Alzheimer's Research Center, Feinstein Institute for Medical Research, Northwell Health, Manhasset, NY, USA
| | - Peter Davies
- The Litwin-Zucker Alzheimer's Research Center, Feinstein Institute for Medical Research, Northwell Health, Manhasset, NY, USA.,Hofstra Northwell School of Medicine, Hempstead, NY, USA
| | - Terry E Goldberg
- The Litwin-Zucker Alzheimer's Research Center, Feinstein Institute for Medical Research, Northwell Health, Manhasset, NY, USA.,Hofstra Northwell School of Medicine, Hempstead, NY, USA
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Onwuameze OE, Titone D, Ho BC. Transitive inference deficits in unaffected biological relatives of schizophrenia patients. Schizophr Res 2016; 175:64-71. [PMID: 27050477 PMCID: PMC4958543 DOI: 10.1016/j.schres.2016.02.015] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2015] [Revised: 02/03/2016] [Accepted: 02/07/2016] [Indexed: 10/22/2022]
Abstract
Currently available treatments have limited efficacy in remediating cognitive impairment in schizophrenia. Efforts to facilitate cognition-enhancing drug discovery recommend the use of varied experimental cognitive paradigms (including relational memory) as assessment tools in clinical drug trials. Although relational memory deficits are increasingly being recognized as a reliable cognitive marker of schizophrenia, relational memory performance among unaffected biological relatives remains unknown. Therefore, we evaluated 73 adolescents or young adults (22 first- and 26 second-degree relatives of schizophrenia patients and 25 healthy controls (HC)) using a well-validated transitive inference (TI) experimental paradigm previously used to demonstrate relational memory impairment in schizophrenia. We found that TI deficits were associated with schizophrenia risk with first-degree relatives showing greater impairment than second-degree relatives. First-degree relatives had poorer TI performance with significantly lower accuracy and longer response times than HC when responding to TI probe pairs. Second-degree relatives had significantly quicker response times than first-degree relatives and were more similar to HC in TI performance. We further explored the relationships between TI performance and neurocognitive domains implicated in schizophrenia. Among HC, response times were inversely correlated with FSIQ, verbal learning, processing speed, linguistic abilities and working memory. In contrast, relatives (first-degree in particular) had a differing pattern of TI-neurocognition relationships, which suggest that different brain circuits may be used when relatives encode and retrieve relational memory. Our finding that unaffected biological relatives of schizophrenia patients have TI deficits lends further support for the use of relational memory construct in future pro-cognition drug studies.
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Affiliation(s)
- Obiora E. Onwuameze
- Department of Psychiatry, Southern Illinois University Medical
School, Springfield, IL, USA
| | - Debra Titone
- Department of Psychology, McGill University, Montreal, QC,
Canada
| | - Beng-Choon Ho
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA.
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Solomon M, McCauley JB, Iosif AM, Carter CS, Ragland JD. Cognitive control and episodic memory in adolescents with autism spectrum disorders. Neuropsychologia 2016; 89:31-41. [PMID: 27184119 DOI: 10.1016/j.neuropsychologia.2016.05.013] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2016] [Revised: 05/10/2016] [Accepted: 05/13/2016] [Indexed: 11/25/2022]
Abstract
INTRODUCTION To further investigate manifestations of episodic memory impairments in adolescents, we examined the role of encoding on recognition of stimuli in conditions designed to emphasize their item-specific versus relational characteristics in a group of 12-18 year olds with autism spectrum disorders (ASD). We also examined how strategic learning and memory processes, verbal abilities, attention, and age were associated with recognition in this group. MATERIALS AND METHOD Twenty two high functioning adolescents with ASD (mean age=15 years; SD=1.8; range=12.2-17.9), and 26 age, gender, and IQ-matched adolescents with typical development (TYP) (mean age=14.7 years; SD=1.9; range=12.3-17.8) completed the Relational and Item-Specific Encoding task (RiSE), the California Verbal Learning Test-Children's Version (CVLT-C), the Wechsler Abbreviated Scales of Intelligence, and the Connors' Parent Rating Scale-Revised. Univariate statistical analyses were performed. RESULTS The ASD group showed poorer performance on strategic memory assessed by the CVLT-C. Surprisingly, on the RiSE, ASD showed poorer discriminability for objects encoded in item-specific versus relational encoding conditions and were more impaired in familiarity (after relational encoding) than in recollection. ASD also did not show the hypothesized association between item and associative recognition and CVLT-C performance found in TYP. Instead, in the ASD group recognition was associated with increased age. CONCLUSIONS Findings from the RiSE task demonstrated that adolescents with ASD do not always exhibit impaired memory for relational information as commonly believed. Instead, memory was worse when cognitive control demands were high, when encoding focused on specific item features, and when familiarity was used to retrieve relational information. Recognition also was better in older participants. This suggests that learning and memory deficits in adolescents with ASD, may not be due primarily to failed relational binding processes in the hippocampus but, rather to disrupted strategic memory and familiarity processes associated with the prefrontal and perirhinal cortices. These findings demonstrate the importance and utility of using well-validated cognitive neuroscience tasks and of considering the ages of participants when comparing the neural underpinnings of different memory processes in both typical and atypical populations.
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Affiliation(s)
- Marjorie Solomon
- Department of Psychiatry & Behavioral Sciences, University of California-Davis, 2230 Stockton Blvd., Sacramento, CA 95817, United States; Imaging Research Center, University of California-Davis, 4701 X Street, Sacramento, CA 95817, United States; MIND Institute, 2825 50th Street, Sacramento, CA 95817, United States.
| | - James B McCauley
- Department of Psychiatry & Behavioral Sciences, University of California-Davis, 2230 Stockton Blvd., Sacramento, CA 95817, United States; MIND Institute, 2825 50th Street, Sacramento, CA 95817, United States; Department of Human Ecology, University of California-Davis, 131 Hunt Hall, Davis, Sacramento, CA 95618, United States.
| | - Ana-Maria Iosif
- Department of Public Health Sciences, University of California-Davis, One Shields Ave, Davis, CA 95616, United States.
| | - Cameron S Carter
- Department of Psychiatry & Behavioral Sciences, University of California-Davis, 2230 Stockton Blvd., Sacramento, CA 95817, United States; Imaging Research Center, University of California-Davis, 4701 X Street, Sacramento, CA 95817, United States; Center for Neuroscience, University of California-Davis, 1544 Newton Ct, Davis, CA 95618, United States.
| | - J Daniel Ragland
- Department of Psychiatry & Behavioral Sciences, University of California-Davis, 2230 Stockton Blvd., Sacramento, CA 95817, United States; Imaging Research Center, University of California-Davis, 4701 X Street, Sacramento, CA 95817, United States.
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Sheffield JM, Repovs G, Harms MP, Carter CS, Gold JM, MacDonald AW, Ragland JD, Silverstein SM, Godwin D, Barch DM. Evidence for Accelerated Decline of Functional Brain Network Efficiency in Schizophrenia. Schizophr Bull 2016; 42:753-61. [PMID: 26472685 PMCID: PMC4838081 DOI: 10.1093/schbul/sbv148] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Previous work suggests that individuals with schizophrenia display accelerated aging of white matter integrity, however, it is still unknown whether functional brain networks also decline at an elevated rate in schizophrenia. Given the known degradation of functional connectivity and the normal decline in cognitive functioning throughout healthy aging, we aimed to test the hypothesis that efficiency of large-scale functional brain networks supporting overall cognition, as well as integrity of hub nodes within those networks, show evidence of accelerated aging in schizophrenia. Using pseudo-resting state data in 54 healthy controls and 46 schizophrenia patients, in which task-dependent signal from 3 tasks was regressed out to approximate resting-state data, we observed a significant diagnosis by age interaction in the prediction of both global and local efficiency of the cingulo-opercular network, and of the local efficiency of the fronto-parietal network, but no interaction when predicting both default mode network and whole brain efficiency. We also observed a significant diagnosis by age interaction for the node degree of the right anterior insula, left dorsolateral prefrontal cortex, and dorsal anterior cingulate cortex. All interactions were driven by stronger negative associations between age and network metrics in the schizophrenia group than the healthy controls. These data provide evidence that is consistent with accelerated aging of large-scale functional brain networks in schizophrenia that support higher-order cognitive ability.
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Affiliation(s)
- Julia M. Sheffield
- Department of Psychology, Washington University in St Louis, St Louis, MO;,*To whom correspondence should be addressed; Department of Psychology, Washington University in St Louis, 1 Brookings Drive, St Louis, MO 63130, US; tel: 314-935-6565, fax: 314-935-7588, e-mail:
| | - Grega Repovs
- Department of Psychiatry and Behavioral Science, University of Ljubljana, Ljubljana, Slovenia
| | - Michael P. Harms
- Department of Psychiatry, Washington University in St Louis, St Louis, MO
| | - Cameron S. Carter
- Department of Psychiatry and Behavioral Sciences, University of California at Davis, Davis, CA
| | - James M. Gold
- Department of Psychiatry, Maryland Psychiatric Research Center, Baltimore, MD
| | | | - J. Daniel Ragland
- Department of Psychiatry and Behavioral Sciences, University of California at Davis, Davis, CA
| | - Steven M. Silverstein
- Rutgers, The State University of New Jersey, University Behavioral Health Care, Piscataway, NJ;,Department of Psychiatry, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
| | - Douglass Godwin
- Department of Psychology, Vanderbilt University, Nashville, TN
| | - Deanna M. Barch
- Department of Psychology, Washington University in St Louis, St Louis, MO;,Department of Psychiatry, Washington University in St Louis, St Louis, MO;,Department of Radiology, Washington University in St Louis, St Louis, MO
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Jung W, Lee SH. Memory deficit in patients with schizophrenia and posttraumatic stress disorder: relational vs item-specific memory. Neuropsychiatr Dis Treat 2016; 12:1157-66. [PMID: 27274250 PMCID: PMC4869787 DOI: 10.2147/ndt.s104384] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
It has been well established that patients with schizophrenia have impairments in cognitive functioning and also that patients who experienced traumatic events suffer from cognitive deficits. Of the cognitive deficits revealed in schizophrenia or posttraumatic stress disorder (PTSD) patients, the current article provides a brief review of deficit in episodic memory, which is highly predictive of patients' quality of life and global functioning. In particular, we have focused on studies that compared relational and item-specific memory performance in schizophrenia and PTSD, because measures of relational and item-specific memory are considered the most promising constructs for immediate tangible development of clinical trial paradigm. The behavioral findings of schizophrenia are based on the tasks developed by the Cognitive Neuroscience Treatment Research to Improve Cognition in Schizophrenia (CNTRICS) initiative and the Cognitive Neuroscience Test Reliability and Clinical Applications for Schizophrenia (CNTRACS) Consortium. The findings we reviewed consistently showed that schizophrenia and PTSD are closely associated with more severe impairments in relational memory compared to item-specific memory. Candidate brain regions involved in relational memory impairment in schizophrenia and PTSD are also discussed.
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Affiliation(s)
- Wookyoung Jung
- Clinical Emotions and Cognition Research Laboratory, Department of Psychiatry, Inje University, Ilsan-Paik Hospital, Goyang, Korea
| | - Seung-Hwan Lee
- Clinical Emotions and Cognition Research Laboratory, Department of Psychiatry, Inje University, Ilsan-Paik Hospital, Goyang, Korea; Department of Psychiatry, Inje University, Ilsan-Paik Hospital, Goyang, Korea
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Ragland JD, Ranganath C, Harms MP, Barch DM, Gold JM, Layher E, Lesh TA, MacDonald AW, Niendam TA, Phillips J, Silverstein SM, Yonelinas AP, Carter CS. Functional and Neuroanatomic Specificity of Episodic Memory Dysfunction in Schizophrenia: A Functional Magnetic Resonance Imaging Study of the Relational and Item-Specific Encoding Task. JAMA Psychiatry 2015; 72. [PMID: 26200928 PMCID: PMC4558363 DOI: 10.1001/jamapsychiatry.2015.0276] [Citation(s) in RCA: 92] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
IMPORTANCE Individuals with schizophrenia can encode item-specific information to support familiarity-based recognition but are disproportionately impaired encoding interitem relationships (relational encoding) and recollecting information. The Relational and Item-Specific Encoding (RiSE) paradigm has been used to disentangle these encoding and retrieval processes, which may depend on specific medial temporal lobe (MTL) and prefrontal cortex (PFC) subregions. Functional magnetic resonance (fMRI) imaging during RiSE task performance could help to specify dysfunctional neural circuits in schizophrenia that can be targeted for interventions to improve memory and functioning in the illness. OBJECTIVES To use fMRI to test the hypothesis that schizophrenia disproportionately affects MTL and PFC subregions during relational encoding and retrieval relative to item-specific memory processes, and to use fMRI results from healthy individuals serving as controls to establish neural construct validity for RiSE. DESIGN, SETTING, AND PARTICIPANTS This multisite, case-control, cross-sectional fMRI study was conducted between November 1, 2010, and May 30, 2012, at 5 Cognitive Neuroscience Test Reliability and Clinical Applications for Schizophrenia sites. The final sample included 52 outpatients with clinically stable schizophrenia and 57 demographically matched healthy control participants. Data analysis was performed between February 1, 2013, and May 30, 2014. MAIN OUTCOMES AND MEASURES Behavioral performance speed and accuracy (d') on item recognition and associative recognition tasks. Voxelwise statistical parametric maps for a priori MTL and PFC regions of interest to test activation differences between relational and item-specific memory during encoding and retrieval. RESULTS Item recognition was disproportionately impaired in patients with schizophrenia relative to healthy control participants following relational encoding (F1,107 = 4.7; P = .03). The differential deficit was accompanied by reduced dorsolateral PFC activation during relational encoding in patients with schizophrenia compared with healthy control participants (z > 2.3; P < .05 corrected). Retrieval success (hits > misses) was associated with hippocampal activation in healthy control participants during relational item recognition and associative recognition conditions, and hippocampal activation was specifically reduced in schizophrenia for recognition of relational but not item-specific information (z > 2.3; P < .05 corrected). CONCLUSIONS AND RELEVANCE In this unique, multisite fMRI study, results in the healthy control group supported RiSE construct validity by revealing expected memory effects in PFC and MTL subregions during encoding and retrieval. Comparison of schizophrenic and healthy control participants revealed disproportionate memory deficits in schizophrenia for relational vs item-specific information, accompanied by regionally and functionally specific deficits in dorsolateral PFC and hippocampal activation.
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Affiliation(s)
| | | | - Michael P. Harms
- Washington University School of Medicine, St Louis - Department of Psychiatry
| | - Deanna M. Barch
- Washington University School of Medicine, St Louis - Department of Psychiatry
| | - James M. Gold
- University of Maryland - Maryland Psychiatric Research Center
| | - Evan Layher
- University of California at Davis - Department of Psychiatry
| | - Tyler A. Lesh
- University of California at Davis - Department of Psychiatry
| | | | - Tara A. Niendam
- University of California at Davis - Department of Psychiatry
| | - Joshua Phillips
- University of California at Davis - Department of Psychiatry
| | | | | | - Cameron S. Carter
- University of California at Davis - Department of Psychiatry,University of California at Davis - Department of Psychology
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Sheffield JM, Repovs G, Harms MP, Carter CS, Gold JM, MacDonald AW, Daniel Ragland J, Silverstein SM, Godwin D, Barch DM. Fronto-parietal and cingulo-opercular network integrity and cognition in health and schizophrenia. Neuropsychologia 2015; 73:82-93. [PMID: 25979608 DOI: 10.1016/j.neuropsychologia.2015.05.006] [Citation(s) in RCA: 141] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Revised: 05/05/2015] [Accepted: 05/10/2015] [Indexed: 12/26/2022]
Abstract
Growing evidence suggests that coordinated activity within specific functional brain networks supports cognitive ability, and that abnormalities in brain connectivity may underlie cognitive deficits observed in neuropsychiatric diseases, such as schizophrenia. Two functional networks, the fronto-parietal network (FPN) and cingulo-opercular network (CON), are hypothesized to support top-down control of executive functioning, and have therefore emerged as potential drivers of cognitive impairment in disease-states. Graph theoretic analyses of functional connectivity data can characterize network topology, allowing the relationships between cognitive ability and network integrity to be examined. In the current study we applied graph analysis to pseudo-resting state data in 54 healthy subjects and 46 schizophrenia patients, and measured overall cognitive ability as the shared variance in performance from tasks of episodic memory, verbal memory, processing speed, goal maintenance, and visual integration. We found that, across all participants, cognitive ability was significantly positively associated with the local and global efficiency of the whole brain, FPN, and CON, but not with the efficiency of a comparison network, the auditory network. Additionally, the participation coefficient of the right anterior insula, a major hub within the CON, significantly predicted cognition, and this relationship was independent of CON global efficiency. Surprisingly, we did not observe strong evidence for group differences in any of our network metrics. These data suggest that functionally efficient task control networks support better cognitive ability in both health and schizophrenia, and that the right anterior insula may be a particularly important hub for successful cognitive performance across both health and disease.
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Affiliation(s)
| | - Grega Repovs
- University of Ljubljana, Department of Psychiatry and Behavioral Science, Slovenia
| | - Michael P Harms
- Washington University in St Louis, Departments of Psychiatry, USA
| | - Cameron S Carter
- University of California at Davis, Department of Psychiatry and Behavioral Sciences, USA
| | - James M Gold
- Maryland Psychiatric Research Center, Department of Psychiatry, USA
| | | | - J Daniel Ragland
- University of California at Davis, Department of Psychiatry and Behavioral Sciences, USA
| | - Steven M Silverstein
- Rutgers, The State University of New Jersey, University Behavioral Health Care; and Rutgers Robert Wood Johnson Medical School Department of Psychiatry, USA
| | | | - Deanna M Barch
- Washington University in St Louis, Department of Psychology, USA; Washington University in St Louis, Departments of Psychiatry, USA; Washington University in St Louis, Department of Radiology, USA
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Hansell NK, Halford GS, Andrews G, Shum DHK, Harris SE, Davies G, Franic S, Christoforou A, Zietsch B, Painter J, Medland SE, Ehli EA, Davies GE, Steen VM, Lundervold AJ, Reinvang I, Montgomery GW, Espeseth T, Hulshoff Pol HE, Starr JM, Martin NG, Le Hellard S, Boomsma DI, Deary IJ, Wright MJ. Genetic basis of a cognitive complexity metric. PLoS One 2015; 10:e0123886. [PMID: 25860228 PMCID: PMC4393228 DOI: 10.1371/journal.pone.0123886] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2014] [Accepted: 02/23/2015] [Indexed: 01/15/2023] Open
Abstract
Relational complexity (RC) is a metric reflecting capacity limitation in relational processing. It plays a crucial role in higher cognitive processes and is an endophenotype for several disorders. However, the genetic underpinnings of complex relational processing have not been investigated. Using the classical twin model, we estimated the heritability of RC and genetic overlap with intelligence (IQ), reasoning, and working memory in a twin and sibling sample aged 15-29 years (N = 787). Further, in an exploratory search for genetic loci contributing to RC, we examined associated genetic markers and genes in our Discovery sample and selected loci for replication in four independent samples (ALSPAC, LBC1936, NTR, NCNG), followed by meta-analysis (N>6500) at the single marker level. Twin modelling showed RC is highly heritable (67%), has considerable genetic overlap with IQ (59%), and is a major component of genetic covariation between reasoning and working memory (72%). At the molecular level, we found preliminary support for four single-marker loci (one in the gene DGKB), and at a gene-based level for the NPS gene, having influence on cognition. These results indicate that genetic sources influencing relational processing are a key component of the genetic architecture of broader cognitive abilities. Further, they suggest a genetic cascade, whereby genetic factors influencing capacity limitation in relational processing have a flow-on effect to more complex cognitive traits, including reasoning and working memory, and ultimately, IQ.
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Affiliation(s)
- Narelle K. Hansell
- Neuroimaging Genetics, QIMR Berghofer Medical Research Institute, Brisbane, Australia
- * E-mail:
| | - Graeme S. Halford
- School of Applied Psychology, Griffith University, Mt Gravatt Campus, Brisbane, Australia
- Behavioural Basis of Health Program, Griffith Health Institute and School of Applied Psychology, Griffith University, Brisbane, Australia
| | - Glenda Andrews
- Behavioural Basis of Health Program, Griffith Health Institute and School of Applied Psychology, Griffith University, Brisbane, Australia
- School of Applied Psychology, Griffith University, Gold Coast Campus, Southport, Australia
| | - David H. K. Shum
- Behavioural Basis of Health Program, Griffith Health Institute and School of Applied Psychology, Griffith University, Brisbane, Australia
| | - Sarah E. Harris
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, United Kingdom
- Centre for Genomic and Experimental Medicine, University of Edinburgh, Edinburgh, United Kingdom
| | - Gail Davies
- Centre for Genomic and Experimental Medicine, University of Edinburgh, Edinburgh, United Kingdom
- Department of Psychology, University of Edinburgh, Edinburgh, United Kingdom
| | - Sanja Franic
- Department of Biological Psychology, Vrije Universiteit, Amsterdam, The Netherlands
| | - Andrea Christoforou
- K.G. Jebsen Centre for Psychosis Research and the Norwegian Center for Mental Disorders Research (NORMENT), Department of Clinical Science, University of Bergen, Bergen, Norway
- Dr Einar Martens Research Group for Biological Psychiatry, Center for Medical Genetics and Molecular Medicine, Haukeland University Hospital, Bergen, Norway
| | - Brendan Zietsch
- Genetic Epidemiology, QIMR Berghofer Medical Research Institute, Brisbane, Australia
- School of Psychology, University of Queensland, St Lucia, Brisbane, Australia
| | - Jodie Painter
- Molecular Genetic Epidemiology, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Sarah E. Medland
- Quantitative Genetics, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Erik A. Ehli
- Avera Institute for Human Genetics, Avera McKennan Hospital & University Health Center, Sioux Falls, South Dakota, United States of America
| | - Gareth E. Davies
- Avera Institute for Human Genetics, Avera McKennan Hospital & University Health Center, Sioux Falls, South Dakota, United States of America
| | - Vidar M. Steen
- K.G. Jebsen Centre for Psychosis Research and the Norwegian Center for Mental Disorders Research (NORMENT), Department of Clinical Science, University of Bergen, Bergen, Norway
- Dr Einar Martens Research Group for Biological Psychiatry, Center for Medical Genetics and Molecular Medicine, Haukeland University Hospital, Bergen, Norway
| | - Astri J. Lundervold
- K.G. Jebsen Center for Research on Neuropsychiatric Disorders, University of Bergen, Bergen, Norway
- Department of Biological and Medical Psychology, University of Bergen, Bergen, Norway
- Center for Research on Aging and Dementia, Haraldsplass Deaconess Hospital, Bergen, Norway
| | - Ivar Reinvang
- Department of Psychology, University of Oslo, Oslo, Norway
| | - Grant W. Montgomery
- Molecular Epidemiology, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Thomas Espeseth
- Department of Psychology, University of Oslo, Oslo, Norway
- Norwegian Center for Mental Disorders Research (NORMENT) and the K.G. Jebsen Center for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
| | - Hilleke E. Hulshoff Pol
- Brain Center Rudolf Magnus, Department of Psychiatry, University Medical Center Utrecht, Utrecht, The Netherlands
| | - John M. Starr
- Department of Psychology, University of Edinburgh, Edinburgh, United Kingdom
- Alzheimer Scotland Dementia Research Centre, University of Edinburgh, Edinburgh, United Kingdom
| | - Nicholas G. Martin
- Genetic Epidemiology, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Stephanie Le Hellard
- K.G. Jebsen Centre for Psychosis Research and the Norwegian Center for Mental Disorders Research (NORMENT), Department of Clinical Science, University of Bergen, Bergen, Norway
- Dr Einar Martens Research Group for Biological Psychiatry, Center for Medical Genetics and Molecular Medicine, Haukeland University Hospital, Bergen, Norway
| | - Dorret I. Boomsma
- Department of Biological Psychology, Vrije Universiteit, Amsterdam, The Netherlands
| | - Ian J. Deary
- Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, United Kingdom
- Centre for Genomic and Experimental Medicine, University of Edinburgh, Edinburgh, United Kingdom
| | - Margaret J. Wright
- Neuroimaging Genetics, QIMR Berghofer Medical Research Institute, Brisbane, Australia
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Assessing cognition and function in Alzheimer's disease clinical trials: do we have the right tools? Alzheimers Dement 2014; 10:853-60. [PMID: 25458309 DOI: 10.1016/j.jalz.2014.07.158] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2014] [Accepted: 07/12/2014] [Indexed: 11/23/2022]
Abstract
Several lines of evidence from Alzheimer's disease (AD) research continue to support the notion that the biological changes associated with AD are occurring possibly several decades before an individual will experience the cognitive and functional changes associated with the disease. The National Institute on Aging-Alzheimer's Association revised criteria for AD provided a framework for this new thinking. As a result of this growing understanding, several research efforts have launched or will be launching large secondary prevention trials in AD. These and other efforts have clearly demonstrated a need for better measures of cognitive and functional change in people with the earliest changes associated with AD. Recent draft guidance from the US Food and Drug Administration further elevated the importance of cognitive and functional assessments in early stage clinical trials by proposing that even in the pre-symptomatic stages of the disease, approval will be contingent on demonstrating clinical meaningfulness. The Alzheimer's Association's Research Roundtable addressed these issues at its fall meeting October 28-29, 2013, in Washington, D.C. The focus of the discussion included the need for improved cognitive and functional outcome measures for clinical of participants with preclinical AD and those diagnosed with Mild Cognitive Impairment due to AD.
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46
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Breitborde NJK, Dawson SC, Woolverton C, Dawley D, Bell EK, Norman K, Polsinelli A, Bernstein B, Mirsky P, Pletkova C, Grucci F, Montoya C, Nanadiego B, Sarabi E, DePalma M, Moreno F. A randomized controlled trial of cognitive remediation and d-cycloserine for individuals with bipolar disorder. BMC Psychol 2014; 2:41. [PMID: 25566387 PMCID: PMC4270034 DOI: 10.1186/s40359-014-0041-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2014] [Accepted: 09/30/2014] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND Cognitive remediation (CR) has shown significant promise in addressing the cognitive deficits that accompany serious mental illness. However, this intervention does not appear to completely ameliorate the cognitive deficits that accompany these illnesses. D-cycloserine (DCS), an NMDA receptor partial agonist, has been shown to enhance the therapeutic benefits of learning-based psychosocial interventions for psychiatric disorders. Thus, the goal of this study is to examine the utility of combining cognitive remediation and d-cycloserine in the treatment of cognitive deficits among individuals with bipolar disorder. METHODS/DESIGN Approximately forty individuals with bipolar disorder will be recruited to participate in this study. Participants will be randomized to one of two study arms: CR + DCS or CR + placebo. The primary outcome for this study is change in cognitive functioning. We will also examine several secondary outcomes, including the rate of change of cognitive functioning, social functioning, and symptomatology. DISCUSSION Cognitive deficits are a rate-limiting factor in functional recovery among individuals with bipolar disorder. Unfortunately, treatment options for these deficits are limited. The results of the proposed study may reveal a valuable intervention strategy (i.e., CR with concurrent DCS) to improve cognitive functioning among individuals with bipolar disorder. Ultimately, this treatment strategy may prove useful in addressing the cognitive deficits that are ubiquitous across serious mental illnesses. TRIAL REGISTRATION ClinicalTrials.gov NCT01934972.
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Affiliation(s)
| | - Spencer C Dawson
- />Department of Psychology, The University of Arizona, Tucson, AZ USA
| | - Cindy Woolverton
- />Department of Psychology, The University of Arizona, Tucson, AZ USA
| | - David Dawley
- />Department of Psychiatry, The University of Arizona, Tucson, AZ USA
| | - Emily K Bell
- />Department of Psychiatry, The University of Arizona, Tucson, AZ USA
| | - Kaila Norman
- />Department of Psychiatry, The University of Arizona, Tucson, AZ USA
| | | | - Beth Bernstein
- />Department of Psychiatry, The University of Arizona, Tucson, AZ USA
| | - Pamela Mirsky
- />Department of Psychiatry, The University of Arizona, Tucson, AZ USA
| | | | - Felix Grucci
- />Department of Psychiatry, The University of Arizona, Tucson, AZ USA
| | - Carly Montoya
- />Department of Psychiatry, The University of Arizona, Tucson, AZ USA
| | - Bernard Nanadiego
- />Department of Psychiatry, The University of Arizona, Tucson, AZ USA
| | - Ehsan Sarabi
- />Department of Psychiatry, The University of Arizona, Tucson, AZ USA
| | - Michael DePalma
- />Department of Psychiatry, The University of Arizona, Tucson, AZ USA
| | - Francisco Moreno
- />Department of Psychiatry, The University of Arizona, Tucson, AZ USA
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47
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Barch DM, Sheffield JM. Cognitive impairments in psychotic disorders: common mechanisms and measurement. World Psychiatry 2014; 13:224-32. [PMID: 25273286 PMCID: PMC4219054 DOI: 10.1002/wps.20145] [Citation(s) in RCA: 107] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Decades of research have provided robust evidence of cognitive impairments in psychotic disorders. Individuals with schizophrenia appear to be impaired on the majority of neuropsychological tasks, leading some researchers to argue for a "generalized deficit", in which the multitude of cognitive impairments are the result of a common neurobiological source. One such common mechanism may be an inability to actively represent goal information in working memory as a means to guide behavior, with the associated neurobiological impairment being a disturbance in the function of the dorsolateral prefrontal cortex. Here, we provide a discussion of the evidence for such impairment in schizophrenia, and how it manifests in domains typically referred to as cognitive control, working memory and episodic memory. We also briefly discuss cognitive impairment in affective psychoses, reporting that the degree of impairment is worse in schizophrenia than in bipolar disorder and psychotic major depression, but the profile of impairment is similar, possibly reflecting common mechanisms at the neural level. Given the recent release of the DSM-5, we end with a brief discussion on assessing cognition in the context of diagnosis and treatment planning in psychotic disorders.
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Affiliation(s)
- Deanna M Barch
- Departments of Psychology, Psychiatry and Radiology, Washington University in St. Louis, 1 Brookings Dr., St. Louis, MO, 63130, USA
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48
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Strauss ME, McLouth CJ, Barch DM, Carter CS, Gold JM, Luck SJ, MacDonald AW, Ragland JD, Ranganath C, Keane BP, Silverstein SM. Temporal stability and moderating effects of age and sex on CNTRaCS task performance. Schizophr Bull 2014; 40:835-44. [PMID: 23817024 PMCID: PMC4059430 DOI: 10.1093/schbul/sbt089] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Research in schizophrenia has increasingly focused on incorporating measures from cognitive neuroscience, but little is known about their psychometric characteristics. Here, we extend prior research by reporting on temporal stability, as well as age and sex effects, for cognitive neuroscience paradigms optimized as part of the Cognitive Neuroscience Test Reliability and Clinical applications for Schizophrenia consortium. Ninety-nine outpatients with schizophrenia and 131 healthy controls performed 5 tasks assessing 4 constructs at 3 sessions. The constructs were (1) Goal maintenance (Dot Probe Expectancy [DPX] and AX continuous performance tasks [AX-CPT]); (2) Episodic memory (Relational and Item-Specific Encoding and Retrieval task [RiSE]); (3) Visual integration (Jittered Orientation Visual Integration task [JOVI]); and (4) Perceptual gain control (Contrast-Contrast Effect Task [CCE]). Patients performed worse than controls on all but the CCE, and the magnitude of these group differences was stable across sessions, with no sex differences observed. Improvements over sessions were seen for the AX-CPT, the DPX, and the JOVI though practice effects for the AX-CPT and the DPX were primarily present in older participants. For the AX-CPT and the JOVI, practice effects were larger for T1 to T2 than for T2 to T3. Age was associated with poor associative recognition on the RiSE and accuracy on the JOVI. Test-rest reliability ranged from poor for the JOVI threshold score to adequate to good for the DPX, AX-CPT, and JOVI accuracy measures, with RiSE and CCE measures in the moderate range. These results suggest that group differences in DPX, AX-CPT, RiSE, and JOVI are robust and consistent across repeated testing.
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Affiliation(s)
- Milton E Strauss
- Department of Psychology, University of New Mexico, Albuquerque, NM;
| | | | - Deanna M Barch
- Department of Psychology, Washington University, St Louis, MO
| | | | - James M Gold
- Department of Psychiatry, Maryland Psychiatric Research Center, Baltimore, MD
| | - Steven J Luck
- Department of Psychology, University of California, Davis, CA
| | | | | | | | - Brian P Keane
- Department of Psychiatry, University of Medicine and Dentistry of New Jersey, Robert Wood Johnson Medical School, Piscataway, NJ; Center for Cognitive Science, Rutgers University, New Brunswick, NJ
| | - Steven M Silverstein
- Department of Psychiatry, University of Medicine and Dentistry of New Jersey, Robert Wood Johnson Medical School, Piscataway, NJ
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49
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Reilly JL, Sweeney JA. Generalized and specific neurocognitive deficits in psychotic disorders: utility for evaluating pharmacological treatment effects and as intermediate phenotypes for gene discovery. Schizophr Bull 2014; 40:516-22. [PMID: 24574307 PMCID: PMC3984526 DOI: 10.1093/schbul/sbu013] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
A growing body of research suggests that schizophrenia and bipolar disorder share overlapping clinical, neurobiological, and genetic features, raising important questions about the boundaries and distinctiveness of these 2 major psychiatric disorders. A generalized cognitive impairment has long been understood to be a core feature of schizophrenia. More recently, it has become apparent that cognitive impairment also occurs in bipolar disorder, particularly in those patients with a history of psychotic symptoms. Whether a generalized deficit exists across a spectrum of psychotic disorders is less clearly established. Additionally, in the context of a broad impairment, it remains a significant challenge to identify deficits in specific cognitive processes that may have distinct neurochemical or regional brain substrates and linkages to particular risk-associated genetic factors. In this article, we review the findings from neuropsychological studies across a spectrum that includes schizophrenia, schizoaffective and bipolar disorders, and conclude the available evidence strongly supports that a generalized deficit is present across psychotic disorders that differs in severity more so than form. We then consider the implications of generalized and specific deficits in psychosis for 2 areas of research--the evaluation of pharmacological treatments targeting cognitive deficits, and the investigation of cognitive intermediate phenotypes in family genetic studies. Examples from the literature that touch on the relevance of the generalized deficit in these contexts are provided, as well as consideration for the continued need to identify specific impairments that are separable from the generalized deficit in order to advance drug and gene discovery.
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Affiliation(s)
- James L. Reilly
- Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL;,*To whom correspondence should be addressed; Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, 446 East Ontario Street Suite 7–100, Chicago, IL, US; tel: 312-503-4809, fax: 312-503-0527, e-mail:
| | - John A. Sweeney
- Departments of Psychiatry and Pediatrics, UT Southwestern Medical Center, Dallas, TX
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50
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Sheffield JM, Gold JM, Strauss ME, Carter CS, MacDonald AW, Ragland JD, Silverstein SM, Barch DM. Common and specific cognitive deficits in schizophrenia: relationships to function. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2014; 14:161-74. [PMID: 24037621 PMCID: PMC4083227 DOI: 10.3758/s13415-013-0211-5] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
The goals of the present study were to assess the interrelationships among tasks from the MATRICS and CNTRACS batteries, to determine the degree to which tasks from each battery capture unique variance in cognitive dysfunction in schizophrenia, and to determine the ability of tasks from each battery to predict functional outcome. Subjects were 104 schizophrenia patients and 132 healthy control subjects recruited as part of the CNTRACS initiative. All subjects completed four CNTRACS tasks and two tasks from the MATRICS battery: Brief Assessment of Cognition in Schizophrenia Symbol Coding and the Hopkins Verbal Learning Test. Functional outcome was also assessed in the schizophrenia subjects. In both the patient and control groups, we found significant intercorrelations between all higher order cognitive tasks (episodic memory, goal maintenance, processing speed, verbal learning) but minimal relationships with the visual task. For almost all tasks, scores were significantly related to measures of functional outcome, with higher associations between CNTRACS tasks and performance-based measures of function and between one of the MATRICS tasks and self-reported functioning, relative to the other functioning measures. After regressing out variance shared by other tasks, we continued to observe group differences in performance among task residuals, particularly for measures of episodic memory from both batteries, although these residuals did not correlate as robustly with functional outcome as raw test scores. These findings suggest that there exists both shared and specific variance across cognitive tasks related to cognitive and functional impairments in schizophrenia and that measures derived from cognitive neuroscience can predict functional capacity and status in schizophrenia.
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Affiliation(s)
- Julia M Sheffield
- Department of Psychology, Washington University in St Louis, 1 Brookings Dr., St Louis, MO, 63130, USA,
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