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Szymanski KA, Pincus JE, King TZ. Relationships between cognitive flexibility performance and adaptive behavior outcomes in survivors of pediatric brain tumor. Clin Neuropsychol 2024:1-30. [PMID: 38946166 DOI: 10.1080/13854046.2024.2361967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 05/27/2024] [Indexed: 07/02/2024]
Abstract
Objective: Survivors of pediatric brain tumors are at increased risk of executive function (EF) and adaptive behavior difficulties. While previous research suggests that executive dysfunction impacts suboptimal adaptive outcomes, the specific elements of EF influencing this relationship remain unexplored. This study examines the relationship between cognitive flexibility and adaptive behavior in survivors compared to healthy controls. Methods: 86 survivors (Mage(SD)=23.41(4.24), 44 females) and 86 controls (Mage(SD)=23.09(4.50), 44 females) completed the Delis-Kaplan Executive Function System Trail Making Test (TMT) and Verbal Fluency Test (VFT). The Letter-Number Sequencing (LNS) and Category Switching (CS) conditions were isolated as measures of cognitive flexibility. Informants provided responses to obtain adaptive behavior ratings using the Scales of Independent Behavior-Revised (SIB-R). Linear regressions explored relationships between cognitive flexibility and SIB-R scores in survivors compared to controls. Results: For both TMT and VFT, the relationship between cognitive flexibility and adaptive behavior was significantly different between survivors and controls for SIB-R scores in Social Communication, Community Living, and Personal Living Skills (p<.0125). Survivors' better LNS performance predicted greater SIB-R scores across the same 3 domains (all p= <.001, r2semipartial=.08). Similarly, survivors' better CS performance predicted greater SIB-R scores across the same 3 domains (p = 0.002 to .02, r2semipartial =.03 to .04). No significant relationships were found in controls (all p >.05). After adjusting for working memory and inhibitory control, most relationships remained significant in survivors (p= <.001 to .046, r2semipartial=.02 to .08). Conclusion: These findings reveal a robust, positive relationship between cognitive flexibility performance and adaptive behaviors specific to survivors.
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Affiliation(s)
- Kylie A Szymanski
- Department of Psychology, Georgia State University, Atlanta, GA, USA
| | - Jordan E Pincus
- Department of Psychology, Georgia State University, Atlanta, GA, USA
| | - Tricia Z King
- Department of Psychology, Georgia State University, Atlanta, GA, USA
- Neuroscience Institute, Georgia State University, Atlanta, GA, USA
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Sciancalepore F, Fabozzi F, Albino G, Del Baldo G, Di Ruscio V, Laus B, Menegatti D, Premuselli R, Secco DE, Tozzi AE, Lacorte E, Vanacore N, Carai A, Mastronuzzi A. Frequency and characterization of cognitive impairments in patients diagnosed with paediatric central nervous system tumours: a systematic review. Front Oncol 2023; 13:1198521. [PMID: 37274224 PMCID: PMC10235613 DOI: 10.3389/fonc.2023.1198521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Accepted: 05/03/2023] [Indexed: 06/06/2023] Open
Abstract
Background This systematic review has been conducted with the aim of characterizing cognitive deficits and analyzing their frequency in survivors of paediatric Central Nervous System tumours. Materials and methods All literature published up to January 2023 was retrieved searching the databases "PubMed", "Cochrane", "APA PsycInfo" and "CINAHL". The following set of pre-defined inclusion criteria were then individually applied to the selected articles in their full-text version: i) Retrospective/prospective longitudinal observational studies including only patients diagnosed with primary cerebral tumours at ≤ 21 years (range 0-21); ii) Studies including patients evaluated for neuro-cognitive and neuro-psychological deficits from their diagnosis and/or from anti-tumoral therapies; iii) Studies reporting standardized tests evaluating patients' neuro-cognitive and neuro-psychological performances; iv) Patients with follow-ups ≥ 2 years from the end of their anti-tumoral therapies; v) Studies reporting frequencies of cognitive deficits. Results 39 studies were included in the analysis. Of these, 35 assessed intellectual functioning, 30 examined memory domains, 24 assessed executive functions, 22 assessed attention, 16 examined visuo-spatial skills, and 15 explored language. A total of 34 studies assessed more than one cognitive function, only 5 studies limited their analysis on a single cognitive domain. Attention impairments were the most recurrent in this population, with a mean frequency of 52.3% after a median period post-treatment of 11.5 years. The other cognitive functions investigated in the studies showed a similar frequency of impairments, with executive functions, language, visuospatial skills and memory deficits occurring in about 40% of survivors after a similar post-treatment period. Longitudinal studies included in the systematic review showed a frequent decline over time of intellectual functioning. Conclusions Survivors of paediatric Central Nervous System tumours experience cognitive sequelae characterized by significant impairments in the attention domain (52.3%), but also in the other cognitive functions. Future studies in this research field need to implement more cognitive interventions and effective, but less neurotoxic, tumour therapies to preserve or improve neurocognitive functioning and quality of life of this population.
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Affiliation(s)
- Francesco Sciancalepore
- National Center for Disease Prevention and Health Promotion, Italian National Institute of Health, Rome, Italy
| | - Francesco Fabozzi
- Department of Oncology/Hematology, Cell Therapy Gene Therapies and Hemopoietic Transplant, Scientific Institute for Research, Hospitalization and Healthcare Bambino Gesù Children’s Hospital, Rome, Italy
- Department of Pediatrics, University of Tor Vergata, Rome, Italy
| | - Giulia Albino
- Department of Oncology/Hematology, Cell Therapy Gene Therapies and Hemopoietic Transplant, Scientific Institute for Research, Hospitalization and Healthcare Bambino Gesù Children’s Hospital, Rome, Italy
| | - Giada Del Baldo
- Department of Oncology/Hematology, Cell Therapy Gene Therapies and Hemopoietic Transplant, Scientific Institute for Research, Hospitalization and Healthcare Bambino Gesù Children’s Hospital, Rome, Italy
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Valentina Di Ruscio
- Department of Oncology/Hematology, Cell Therapy Gene Therapies and Hemopoietic Transplant, Scientific Institute for Research, Hospitalization and Healthcare Bambino Gesù Children’s Hospital, Rome, Italy
| | | | - Danilo Menegatti
- University of Rome “La Sapienza”, Department of Computer, Control, and Management Engineering (DIAG), Rome, Italy
| | - Roberto Premuselli
- Department of Oncology/Hematology, Cell Therapy Gene Therapies and Hemopoietic Transplant, Scientific Institute for Research, Hospitalization and Healthcare Bambino Gesù Children’s Hospital, Rome, Italy
| | - Domitilla Elena Secco
- Department of Oncology/Hematology, Cell Therapy Gene Therapies and Hemopoietic Transplant, Scientific Institute for Research, Hospitalization and Healthcare Bambino Gesù Children’s Hospital, Rome, Italy
| | - Alberto Eugenio Tozzi
- Multifactorial and Complex Diseases Research Area, Scientific Institute for Research, Hospitalization and Healthcare Bambino Gesù Children’s Hospital, Rome, Italy
| | - Eleonora Lacorte
- National Center for Disease Prevention and Health Promotion, Italian National Institute of Health, Rome, Italy
| | - Nicola Vanacore
- National Center for Disease Prevention and Health Promotion, Italian National Institute of Health, Rome, Italy
| | - Andrea Carai
- Neurosurgery Unit, Scientific Institute for Research, Hospitalization and Healthcare Bambino Gesù Children’s Hospital, Rome, Italy
| | - Angela Mastronuzzi
- Department of Oncology/Hematology, Cell Therapy Gene Therapies and Hemopoietic Transplant, Scientific Institute for Research, Hospitalization and Healthcare Bambino Gesù Children’s Hospital, Rome, Italy
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Peterson RK, Ng R, Ludwig NN, Jacobson LA. Working Memory and Processing Speed Predict Math Skills in Pediatric Brain Tumor Survivors. J Pediatr Hematol Oncol 2023; 45:e350-e355. [PMID: 36219703 PMCID: PMC10101561 DOI: 10.1097/mph.0000000000002561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 08/28/2022] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Childhood brain tumor (BT) survivors are at risk for working memory (WM) and processing speed (PS) deficits, which impact other cognitive domains. This study aimed to characterize WM, PS, and untimed mathematics calculation performance in pediatric BT survivors at least 2 years post-diagnosis, identify medical factors associated with deficits in mathematics, and examine whether WM and/or PS predict mathematics performance in this clinical sample. METHODS Retrospective data were gathered from 72 BT survivors between 7 and 21 years of age ( M =13.64 y, SD =4.01 y) for a clinical neuropsychologic evaluation. All participants completed Wechsler measures of WM and PS and a measure of untimed mathematics calculation. RESULTS WM, PS, and the mathematics calculation were significantly lower than the normative mean. Math scores were not correlated with any of the examined medical factors. PS was negatively correlated with the Neurological Predictor Scale and positively correlated with age at diagnosis. Both WM and PS were associated with math outcomes and accounted for 30.4% and 19.2% of the variance, respectively. CONCLUSIONS The findings indicate that WM and PS contribute to mathematics performance in pediatric BT survivors. Examining mathematics performance should be a part of clinical neuropsychological evaluations. Interventions to improve mathematics performance in this population should also focus on WM and compensatory strategies for slowed PS.
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Affiliation(s)
- Rachel K Peterson
- Department of Neuropsychology, Kennedy Krieger Institute
- Department of Psychiatry and Behavioral Science, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Rowena Ng
- Department of Neuropsychology, Kennedy Krieger Institute
- Department of Psychiatry and Behavioral Science, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Natasha N Ludwig
- Department of Neuropsychology, Kennedy Krieger Institute
- Department of Psychiatry and Behavioral Science, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Lisa A Jacobson
- Department of Neuropsychology, Kennedy Krieger Institute
- Department of Psychiatry and Behavioral Science, Johns Hopkins University School of Medicine, Baltimore, MD
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McCurdy MD, Raghubar KP, Christopher K, Okcu MF, Wilde E, Desai N, Chu ZD, Gragert M, Stancel H, Warren EH, Whitehead WE, Grosshans D, Paulino AC, Chintagumpala M, Kahalley LS. Predicting neurocognitive function in pediatric brain tumor early survivorship: The neurological predictor scale and the incremental validity of tumor size. Pediatr Blood Cancer 2022; 69:e29803. [PMID: 35709014 PMCID: PMC10265925 DOI: 10.1002/pbc.29803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 05/03/2022] [Accepted: 05/04/2022] [Indexed: 11/08/2022]
Abstract
BACKGROUND The Neurological Predictor Scale (NPS) quantifies cumulative exposure to conventional treatment-related neurological risks but does not capture potential risks posed by tumors themselves. This study evaluated the predictive validity of the NPS, and the incremental value of tumor location and size, for neurocognitive outcomes in early survivorship following contemporary therapies for pediatric brain tumors. PROCEDURE Survivors (N = 69) diagnosed from 2010 to 2016 were administered age-appropriate versions of the Wechsler Intelligence Scales. Hierarchical multiple regressions examined the predictive and incremental validity of NPS score, tumor location, and tumor size. RESULTS Participants (51% female) aged 6-20 years (M = 13.22, SD = 4.09) completed neurocognitive evaluations 5.16 years (SD = 1.29) postdiagnosis. The NPS significantly predicted Full-Scale Intelligence Quotient (FSIQ; ΔR2 = .079), Verbal Comprehension Index (VCI; ΔR2 = 0.051), Perceptual Reasoning Index (PRI; ΔR2 = 0.065), and Processing Speed Index (PSI; ΔR2 = 0.049) performance after controlling for sex, age at diagnosis, and maternal education. Tumor size alone accounted for a significant amount of unique variance in FSIQ (ΔR2 = 0.065), PRI (ΔR2 = 0.076), and PSI (ΔR2 = 0.080), beyond that captured by the NPS and relevant covariates. Within the full model, the NPS remained a significant independent predictor of FSIQ (β = -0.249, P = 0.016), VCI (β = -0.223, P = 0.048), and PRI (β = -0.229, P = 0.037). CONCLUSIONS Tumor size emerged as an independent predictor of neurocognitive functioning and added incrementally to the predictive utility of the NPS. Pretreatment disease burden may provide one of the earliest markers of neurocognitive risk following contemporary treatments. With perpetual treatment advances, measures quantifying treatment-related risk may need to be updated and revalidated to maintain their clinical utility.
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Affiliation(s)
- Mark D. McCurdy
- Baylor College of Medicine, Houston, TX, US
- Texas Children’s Hospital, Houston, TX, US
| | - Kimberly P. Raghubar
- Baylor College of Medicine, Houston, TX, US
- Texas Children’s Hospital, Houston, TX, US
| | | | - M. Fatih Okcu
- Baylor College of Medicine, Houston, TX, US
- Texas Children’s Hospital, Houston, TX, US
| | - Elisabeth Wilde
- Baylor College of Medicine, Houston, TX, US
- University of Utah, Salt Lake City, UT, US
| | - Nilesh Desai
- Baylor College of Medicine, Houston, TX, US
- Texas Children’s Hospital, Houston, TX, US
| | - Zili D. Chu
- Baylor College of Medicine, Houston, TX, US
- Texas Children’s Hospital, Houston, TX, US
| | - Marsha Gragert
- The University of Texas MD Anderson Cancer Center, Houston, TX US
| | | | - Emily H. Warren
- Baylor College of Medicine, Houston, TX, US
- Texas Children’s Hospital, Houston, TX, US
| | - William E. Whitehead
- Baylor College of Medicine, Houston, TX, US
- Texas Children’s Hospital, Houston, TX, US
| | - David Grosshans
- The University of Texas MD Anderson Cancer Center, Houston, TX US
| | | | - Murali Chintagumpala
- Baylor College of Medicine, Houston, TX, US
- Texas Children’s Hospital, Houston, TX, US
| | - Lisa S. Kahalley
- Baylor College of Medicine, Houston, TX, US
- Texas Children’s Hospital, Houston, TX, US
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Fox ME, King TZ. Considerations for Reliable Digit Span as a performance validity test for long-term survivors of childhood brain tumors. APPLIED NEUROPSYCHOLOGY. ADULT 2022; 29:469-477. [PMID: 32503366 DOI: 10.1080/23279095.2020.1771714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
The Reliable Digit Span (RDS) is a performance validity test (PVT) used widely within non-clinical samples, but its utility is in question in clinical groups with cognitive impairment. To investigate, RDS scores were calculated and correlated with the Neurological Predictor Scale, an informant-reported Activities of Daily Living score, and a proxy measure of intelligence (Vocabulary) for 83 adult survivors of childhood brain tumors and 105 healthy controls. Analyses were covaried for age at examination. Participants were divided into passing and failing groups at each RDS cutoff, and ANCOVAs for each of the three variables of interest covaried for age at the examination were run. RDS was correlated with all three variables of interest in survivors but only Vocabulary in controls. At the ≤7 cutoff, passing and failing survivors demonstrated significant differences across all variables of interest, while passing and failing controls differed only on Vocabulary. Differences were also found between passing and failing survivors at lower cutoffs. RDS is related to and likely impacted by various neurological and cognitive challenges faced by brain tumor survivors. Using the standard RDS cutoff of ≤7 may result in inaccurate interpretation of valid performance in this population; therefore, the use of other PVTs is recommended.
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Affiliation(s)
| | - Tricia Z King
- Department of Psychology and the Neuroscience Institute, Georgia State University, Atlanta, GA, USA
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The Neurological Predictor Scale Predicts Adaptive Functioning via Executive Dysfunction in Young Adult Survivors of Childhood Brain Tumor. J Int Neuropsychol Soc 2021; 27:1-11. [PMID: 32641194 DOI: 10.1017/s1355617720000624] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
OBJECTIVES Survivors of childhood brain tumors experience neurological sequelae that disrupt everyday adaptive functioning (AF) skills. The Neurological Predictor Scale (NPS), a cumulative measure of tumor treatments and sequelae, predicts cognitive outcomes, but findings on its relation to informant-reported executive dysfunction (ED) and AF are mixed. Given known effects of frontal-subcortical system disruptions on AF, this study assessed the NPS' relationship with AF as mediated by frontal systems dysfunction, measured by the Frontal Systems Behavior Scale (FrSBe). METHODS 75 participants (Mage = 23.5, SDage = 4.5) were young adult survivors of childhood brain tumors at least 5 years past diagnosis. FrSBe and Scales of Independent Behavior-Revised (SIB-R), a measure of AF, were administered to informants. Parallel multiple mediator models included Apathy and ED as mediators, and age at diagnosis and time between diagnosis and assessment as covariates. RESULTS More complex treatment and sequelae were correlated with poorer functioning. Mediation models were significant for all subscales: Motor Skills (MS), p = .0001; Social Communication (SC), p = .002; Personal Living (PL), p = .004; Community Living (CL), p = .007. The indirect effect of ED on SC and CL was significant; the indirect effect of Apathy was not significant for any subscales. CONCLUSIONS More complex tumor treatment and sequelae were associated with poorer long-term AF via increased ED. Cognitive rehabilitation programs may focus on the role of executive function and initiation that contribute to AF, particularly SC and CL skills, to help survivors achieve comparable levels of independence in everyday function as their peers.
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Semmel ES, Quadri TR, King TZ. Oral processing speed as a key mechanism in the relationship between neurological risk and adaptive functioning in survivors of pediatric brain tumors. Pediatr Blood Cancer 2020; 67:e28575. [PMID: 32813316 DOI: 10.1002/pbc.28575] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 06/25/2020] [Accepted: 06/26/2020] [Indexed: 11/11/2022]
Abstract
PURPOSE Brain tumor (BT) survivors are at risk for difficulties with adaptive functioning (AF). Recent work has associated neurological risk with poorer AF outcomes using the Neurological Predictor Scale (NPS), a quantification of neurological risk factors. Survivors also have poorer attention, processing speed, and working memory, which are all important for AF. The current study examined whether these cognitive constructs explain the relationship between the NPS and AF in survivors. METHODS Ninety-five adult BT survivors and 135 healthy controls were recruited from the Atlanta area. The Oral Symbol Digits Modalities test was used to measure processing speed, Digit Span Backward assessed working memory, and Digit Span Forward measured attention. Informants completed the Scales of Independent Behavior (SIB-R) to measure AF. Group differences and correlations were assessed, and the PROCESS macro for SPSS tested indirect effects. RESULTS Survivors were significantly lower on AF and cognitive measures compared with controls. Attention span and processing speed had significant indirect effects in relationship between NPS and AF individually, but processing speed was the only variable with a significant indirect effect when all cognitive variables were included in the model. The NPS and processing speed together account for approximately 39% of variance in AF outcomes. CONCLUSIONS BT survivors in our sample have lower AF than controls, and processing speed appears to be particularly important in explaining the relationship between neurological risk and AF. In the future, the development of interventions aimed at increasing young adult independence should target both cognitive processing speed and AF skills.
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Affiliation(s)
- Eric S Semmel
- Department of Psychology and Neuroscience Institute, Georgia State University, Atlanta, Georgia
| | - Tobiloba R Quadri
- Department of Psychology and Neuroscience Institute, Georgia State University, Atlanta, Georgia
| | - Tricia Z King
- Department of Psychology and Neuroscience Institute, Georgia State University, Atlanta, Georgia
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