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Naggayi SK, Bangirana P, Opoka RO, Ouma S, Nyangoma B, Birabwa A, Nambatya G, Kabatabaazi M, Nakitende AJ, Kalibbala D, Munube D, Kasirye P, Mupere E, Ssenkusu JM, Green NS, Idro R. Academic achievement in Ugandan children with sickle cell anaemia: A cross-sectional study. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.07.08.24309901. [PMID: 39040208 PMCID: PMC11261957 DOI: 10.1101/2024.07.08.24309901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/24/2024]
Abstract
Objective Academic achievement in school-age children is crucial for advancing learning goals. Children with sickle cell anaemia (SCA) in Sub-Saharan Africa may be at risk of disease-associated school difficulties. Limited data exist on the academic achievement of children with SCA in the region. This study aimed to assess academic achievement of children with SCA in Uganda compared to siblings without SCA. Design and setting A cross-sectional study conducted at Mulago Hospital SCA Clinic in Uganda. Participants School-going children (6-12 years) with SCA and age-matched sibling controls without SCA. Outcome measures Academic achievement was tested using the Wide Range Achievement Test, Fourth Edition (WRAT4). Outcome measures were spelling, mathematical computation, word reading, and sentence comprehension by age-normalized Z-scores on the WRAT4 test. Results Among 68 SCA and 69 control, the mean age (standard deviation) was 9.44 (2.04) and 9.42 (2.02) years and males were 55.9% and 46.4% respectively. Mean haemoglobin was 7.9 (SD 0.89)g/dL in the SCA group versus 12.8 (SD 0.89)g/dL in the controls, (p<0.001). Children with SCA scored lower in spelling, (mean difference [95% confidence interval] - 0.36 [-0.02 to -0.69], p=0.04) and mathematical computation, (mean difference [95% confidence interval] -0.51 [-0.17 to -0.85], p=0.003) than the controls. In the SCA group, lower scores in spelling correlated with age, while males performed better than females in mathematical computation. Conclusion School-aged children with SCA are at risk of poor performance in spelling and mathematical computation. Our findings support the need for educational evaluation and possible support, especially in these two areas.
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Affiliation(s)
- Shubaya Kasule Naggayi
- Department of Paediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
- Global Health Uganda, Kampala, Uganda
| | - Paul Bangirana
- Global Health Uganda, Kampala, Uganda
- Department of Psychiatry, Makerere University College of Health Sciences, Kampala, Uganda
| | - Robert O. Opoka
- Global Health Uganda, Kampala, Uganda
- Aga Khan University, Medical College, Nairobi, Kenya
| | - Simple Ouma
- Department of Paediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - Betty Nyangoma
- Makerere University, Johns Hopkins University, Research Collaboration, Kampala, Uganda
| | - Annet Birabwa
- Department of Mental Health and Community Psychology, Makerere University College of Humanities and Social Sciences, Kampala, Uganda
| | - Grace Nambatya
- Department of Paediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - Maxencia Kabatabaazi
- Department of Paediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
| | | | | | - Deogratias Munube
- Department of Paediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - Phillip Kasirye
- Department of Paediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - Ezekiel Mupere
- Department of Paediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - John M. Ssenkusu
- Department of Epidemiology and Biostatistics, Makerere University College of Health Sciences, Kampala, Uganda
| | - Nancy S. Green
- Department of Paediatrics, Division of Paediatric Haematology, Oncology and Stem Cell Transplantation, Columbia University Irving Medical Centre, New York, New York, USA
| | - Richard Idro
- Department of Paediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
- Global Health Uganda, Kampala, Uganda
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Junqueira Fleury Silva P, Martins Silva C, Machado de Campos B, de Melo Campos P, de Souza Medina S, Lamonica A, Coimbra Trindade JV, Cendes F, Costa FF, Olalla Saad ST, Deltreggia Benites B. Montreal cognitive assessment in Brazilian adults with sickle cell disease: The burdens of poor sociocultural background. EJHAEM 2024; 5:308-315. [PMID: 38633117 PMCID: PMC11020111 DOI: 10.1002/jha2.875] [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] [Received: 08/31/2023] [Revised: 02/09/2024] [Accepted: 02/21/2024] [Indexed: 04/19/2024]
Abstract
Sickle cell disease (SCD) patients are at higher risk of developing silent cerebral infarcts and overt stroke, which may reflect cognitive impairment, functional limitations, and worse quality of life. The cognitive function of Brazilian adult SCD patients (n = 124; 19-70 years; 56 men; 79 SS, 28 SC, 10 S/β0, 7 S/β+) was screened through Montreal Cognitive Assessment (MoCA) and correlated the results with possible predictive factors for test performance, including sociocultural, clinical, laboratory data and brain imaging. The Median MoCA score was 23 (8-30); 70% had a 25-or-less score, suggesting some level of cognitive impairment. There were no significant associations between MoCA results and any clinical or laboratory data in SS and SC patients; however, a significant correlation (P = 0.03) with stroke was found in HbS/β-thalassemic patients. Correlations were further detected according to sociodemographic conditions, such as age (r = -0.316; P < 0.001), age at first job (r = 0.221; P = 0.018), personal (r = 0.23; P = 0.012) and per capita familiar incomes (r = 0.303; P = 0.001), personal (r = 0.61; P = 0), maternal (r = 0.536; P = 0), and paternal educational status (r = 0.441; P = 0). We further sought independent predictors of performance using multivariable regressions and increased education was an independent predictor of better scores in MoCA (0.8099, 95% confidence interval [CI]: 0.509-1.111). Brain imaging analysis showed significant and progressive atrophy in important cerebral areas related to memory, learning, and executive function. These data point to the high prevalence and impact of cognitive decline in adult SCD patients, mirrored in brain atrophic areas. It is also possible to observe the influence of sociodemographic conditions on patients' cognitive performances and the need for creating focused therapeutic plans that address these deficiencies. Moreover, the absence of a significant correlation of MoCA values with stroke in the SS and SC groups may be related to the worst sociocultural and economic conditions of the Brazilian African descent population, in which the impact of low educational stimulation on cognitive function can outweigh even the anatomical damage caused by the disease.
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Affiliation(s)
| | - Caroline Martins Silva
- Hematology and Transfusion Medicine CenterUniversity of Campinas (UNICAMP)CampinasBrazil
| | | | - Paula de Melo Campos
- Hematology and Transfusion Medicine CenterUniversity of Campinas (UNICAMP)CampinasBrazil
| | - Samuel de Souza Medina
- Hematology and Transfusion Medicine CenterUniversity of Campinas (UNICAMP)CampinasBrazil
| | - Andreza Lamonica
- Hematology and Transfusion Medicine CenterUniversity of Campinas (UNICAMP)CampinasBrazil
| | | | - Fernando Cendes
- Neuroimaging LaboratoryDepartment of NeurologyUniversity of Campinas (UNICAMP)CampinasBrazil
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Couette M, Roy J, Doglioni DO, Bereznyakova O, Stapf C, Jacquin G, Fraïle V, Desmarais P, Desforges SM, Touma L, Nauche B, Bartolucci P, Kuo KHM, Forté S. Screening for cognitive impairment in adults with sickle cell disease: A systematic review and meta-analysis. Presse Med 2023; 52:104207. [PMID: 37979834 DOI: 10.1016/j.lpm.2023.104207] [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: 08/10/2023] [Accepted: 10/29/2023] [Indexed: 11/20/2023] Open
Abstract
Neurovascular disease such as symptomatic stroke, silent brain infarcts and vascular cognitive impairment are common complications of sickle cell disease (SCD) that can have devastating consequences on quality of life, employment, and social functioning. Early recognition of neurovascular disease is a prerequisite for the timely optimization of medical care and to connect patients to adaptive resources. While cognitive impairment has been well described in children, currently available data are limited in adults. As a result, guidance on the optimal cognitive screening strategies in adults is scarce. We conducted a systematic review to identify the different screening tools that have been evaluated in SCD. A meta-analysis was performed to estimate the prevalence of suspected cognitive impairment in this population. In this qualitative synthesis, we present 8 studies that evaluated 6 different screening tools. Patient characteristics that impacted on cognitive screening performance included age, education level, and a prior history of stroke. We report a pooled prevalence of 38% [14-62%] of suspected cognitive impairment. We discuss the relative benefits and limitations of the different screening tools to help clinicians select an adapted approach tailored to their specific patients' needs. Further studies are needed to establish and validate cognitive screening strategies in patients with diverse cultural and educational backgrounds.
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Affiliation(s)
- Maryline Couette
- Sickle Cell Referral Centre-UMGGR, University of Paris Est Créteil, Henri Mondor APHP, 94010, Créteil, France; CARMAS (Cardiovascular and Respiratory Manifestations of Acute Lung Injury and Sepsis), University of Paris Est Créteil, 94010, Créteil, France; IMRB, INSERM, University of Paris Est Créteil, 94010, Créteil, France
| | - Justine Roy
- Faculté de médecine, Université de Montréal, Montréal, QC, H3C 3J7, Canada
| | - Damien Oudin Doglioni
- Sickle Cell Referral Centre-UMGGR, University of Paris Est Créteil, Henri Mondor APHP, 94010, Créteil, France; Laboratoire Inter-Universitaire de Psychologie-Personnalité, Cognition, Changement Social (LIP/PC2S), Université Grenoble Alpes, 38058, Saint-Martin-d'Hères, France
| | - Olena Bereznyakova
- Axe Neurosciences et Carrefour de l'innovation, Centre de Recherche du CHUM (CRCHUM), Montréal, QC, H2X 0A9, Canada; Division of Neurology, Department of Medicine, Centre hospitalier de l'Université de Montréal (CHUM), Montréal, QC, H2X 0C1, Canada; Department of Neurosciences, Université de Montréal, Montréal, QC, H3C 3J7, Canada
| | - Christian Stapf
- Axe Neurosciences et Carrefour de l'innovation, Centre de Recherche du CHUM (CRCHUM), Montréal, QC, H2X 0A9, Canada; Division of Neurology, Department of Medicine, Centre hospitalier de l'Université de Montréal (CHUM), Montréal, QC, H2X 0C1, Canada; Department of Neurosciences, Université de Montréal, Montréal, QC, H3C 3J7, Canada
| | - Gregory Jacquin
- Axe Neurosciences et Carrefour de l'innovation, Centre de Recherche du CHUM (CRCHUM), Montréal, QC, H2X 0A9, Canada; Division of Neurology, Department of Medicine, Centre hospitalier de l'Université de Montréal (CHUM), Montréal, QC, H2X 0C1, Canada; Department of Neurosciences, Université de Montréal, Montréal, QC, H3C 3J7, Canada
| | - Valérie Fraïle
- Division of Psychology, Centre hospitalier de l'Université de Montréal (CHUM), Montréal, QC, H2X 0C1, Canada
| | - Philippe Desmarais
- Axe Neurosciences et Carrefour de l'innovation, Centre de Recherche du CHUM (CRCHUM), Montréal, QC, H2X 0A9, Canada; Department of Neurosciences, Université de Montréal, Montréal, QC, H3C 3J7, Canada; Division of Geriatrics, Department of Medicine, Centre hospitalier de l'Université de Montréal (CHUM), Montréal, QC, H2X 0C1, Canada
| | - Sara-Maude Desforges
- Faculté de médecine, Université de Montréal, Montréal, QC, H3C 3J7, Canada; Department of Medecine, Centre Hospitalier de l'Université de Montréal, Montréal, QC, H2X 0C1, Canada
| | - Lahoud Touma
- Division of Neurology, Department of Medicine, Centre hospitalier de l'Université de Montréal (CHUM), Montréal, QC, H2X 0C1, Canada; Department of Neurosciences, Université de Montréal, Montréal, QC, H3C 3J7, Canada
| | - Bénédicte Nauche
- Library, Centre Hospitalier de l'Université de Montréal, Montréal, QC, H2X 3E4, Canada
| | - Pablo Bartolucci
- Sickle Cell Referral Centre-UMGGR, University of Paris Est Créteil, Henri Mondor APHP, 94010, Créteil, France; IMRB, INSERM, University of Paris Est Créteil, 94010, Créteil, France; INSERM-U955, Equipe 2, Laboratoire d'Excellence, GRex, Institut Mondor, 94000, Créteil, France
| | - Kevin H M Kuo
- Division of Hematology, Department of Medicine, University of Toronto, Toronto, ON, M5S 1A1, Canada; Division of Medical Oncology and Hematology, Department of Medicine, University Health Network, Toronto, ON, M5G 2N2, Canada; Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, M5T 3M7, Canada
| | - Stéphanie Forté
- Faculté de médecine, Université de Montréal, Montréal, QC, H3C 3J7, Canada; Department of Medicine, Division of Hematology and Medical Oncology, Centre Hospitalier de l'Université de Montréal, Montréal, QC, H2X 3E4, Canada; Carrefour de l'innovation, Centre de Recherche du CHUM (CRCHUM), Montréal, H2X 0A9, QC, Canada.
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Pecker LH, Ruvalcaba E, Lanzkron S, Eakin MN. "The Patient Should Have a Choice": Adults with Sickle Cell Disease Advise Integration of Telemedicine into the Comprehensive Sickle Cell Disease Care Model. J Racial Ethn Health Disparities 2023:10.1007/s40615-023-01780-6. [PMID: 37682425 PMCID: PMC10983044 DOI: 10.1007/s40615-023-01780-6] [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: 05/25/2023] [Revised: 08/25/2023] [Accepted: 08/29/2023] [Indexed: 09/09/2023]
Abstract
BACKGROUND Adults with sickle cell disease (SCD) constitute a unique and vulnerable patient population with complex healthcare needs including routine follow-up visits and acute care evaluations. The COVID-19 pandemic accelerated healthcare systems' transition to providing telemedicine care. The purpose of this qualitative study was to elicit the perspectives of adults with SCD about their experience with telemedicine during the COVID-19 pandemic and to understand their preferences with respect to future telemedicine care. METHODS Adults with SCD who had a telemedicine visit between March August 2020 and were cared for at our SCD center were eligible to participate in a one-time interview. Interviews were audio taped, transcribed, and analyzed using NVIVO software. RESULTS Among 30 interviewed subjects, 28 transcripts were available for analysis. Analysis identified that participants compared telemedicine to in-person care across several domains including (a) how time is used, (b) personal safety, (c) pain management, and (d) maintaining caring relationships. Participants agreed that telemedicine care was most appropriate for follow-up care and less useful for painful crises or urgent needs. They expressed concerns about the need to expand telemedicine to other specialities and to ensure that privacy and technical support are provided. CONCLUSIONS Telemedicine appeals to adults with SCD for maintenance SCD care. Decisions about in-person or telemedicine care need to be made in discussion with the patient with particular attention to pain management preferences. Ultimately, telemedicine is an option that adults with SCD would like to see continue and that has the potential to expand access to care to more geographically distant regions.
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Affiliation(s)
- Lydia H Pecker
- Division of Hematology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Gynecology and Obstetrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Elizabeth Ruvalcaba
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sophie Lanzkron
- Division of Hematology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Michelle N Eakin
- Division of Pulmonary and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Bhatt N, Calhoun C, Longoria J, Nwosu C, Howell KE, Varughese T, Kang G, Jacola L, Hankins JS, King A. Health literacy correlates with abbreviated full-scale IQ in adolescent and young adults with sickle cell disease. Pediatr Blood Cancer 2023; 70:e30281. [PMID: 36861391 PMCID: PMC10425156 DOI: 10.1002/pbc.30281] [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: 09/08/2022] [Revised: 01/27/2023] [Accepted: 02/14/2023] [Indexed: 03/03/2023]
Abstract
INTRODUCTION Sickle cell disease (SCD) is a chronic condition with progressive neurocognitive deficits. Health literacy (HL) is essential during adolescence and young adulthood, as the transition to adult care requires healthcare decisions. HL is known to be low in SCD; however, relation between general cognitive ability and HL has not been investigated. METHODS This cross-sectional study included adolescent and yound adults (AYAs) with SCD from two institutions. Logistic regression measured the association between HL, measured by the Newest Vital Sign tool, and general cognitive ability, measured with abbreviated full-scale intelligence quotient (FSIQ) on the Wechsler Abbreviated Scale of Intelligence. RESULTS Our cohort contained 93 participants at two sites: 47 (51%) at Memphis, TN and 46 (49%) at St. Louis, MO, ranging from ages 15-45 years (mean = 21 years) and with a majority (70%) possessing a high school education or greater. Only 40/93 participants (43%) had adequate HL. Lower abbreviated FSIQ (p < .0001) and younger age at assessment (p = .0003) were associated with inadequate HL. For every standard score point increase in abbreviated FSIQ, the odds of having adequate HL compared to limited or possibly limited HL increase by 1.142 (95% confidence interval [CI]: 1.019-1.322) and 1.116 (95% CI: 1.045-1.209), respectively, after adjusting for age, institution, income, and educational attainment. CONCLUSIONS Understanding and addressing HL is imperative in improving self-management and health outcomes. Among AYA with SCD, low HL was prevalent and influenced by abbreviated FSIQ. Routine screening for neurocognitive deficits and HL should be performed to guide development of interventions to adapt to the HL of AYA with SCD.
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Affiliation(s)
- Nidhi Bhatt
- Departments of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Cecelia Calhoun
- Department of Internal Medicine, Section of Hematology, Yale University School of Medicine, New Haven, CT
| | - Jennifer Longoria
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Chinonyelum Nwosu
- Departments of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Kristen E. Howell
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN
| | - Taniya Varughese
- Program in Occupational Therapy and Departments of Pediatrics and Medicine, Washington University, St. Louis, MO
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN
| | - Lisa Jacola
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Jane S. Hankins
- Departments of Hematology, St. Jude Children’s Research Hospital, Memphis, TN
| | - Allison King
- Program in Occupational Therapy and Departments of Pediatrics and Medicine, Washington University, St. Louis, MO
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Early Strokes Are Associated with More Global Cognitive Deficits in Adults with Sickle Cell Disease. J Clin Med 2023; 12:jcm12041615. [PMID: 36836150 PMCID: PMC9967394 DOI: 10.3390/jcm12041615] [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: 01/04/2023] [Revised: 02/10/2023] [Accepted: 02/13/2023] [Indexed: 02/22/2023] Open
Abstract
This study sought to link neurocognitive profiles in sickle cell disease (SCD) patients with clinical characteristics. We conducted a prospective cohort study of adults with SCD who underwent comprehensive neuropsychological assessment at the UMGGR clinic at Henri Mondor Hospital, Créteil (France). A cluster analysis was performed based on neuropsychological testing scores. The association between clusters and clinical profiles was assessed. Between 2017 and 2021, 79 patients with a mean age of 36 [range 19-65] years were included. On principal component analysis, a 5-factor model presented the best fit (Bartlett's sphericity test [χ2 (171) = 1345; p < 0.001]), explaining 72% of the variance. The factors represent distinct cognitive domains and anatomical regions. On hierarchical classification, three clusters emerged. Cluster 1 (n = 24) presented deficits in all five factors compared to Cluster 3 (n = 33). Cluster 2 (n = 22) had deficits in all factors, but to a lesser extent than Cluster 1. MoCA scores mirrored the severity of these cognitive deficits. Age, genotype and stroke prevalence did not differ significantly between clusters. However, the time of first stroke occurrence differed significantly between Cluster 1 and 2-3: 78% of strokes occurred during childhood, whereas 80% and 83% occurred during adulthood in Clusters 2 and 3, respectively. Educational attainment was also reduced in Cluster 1. SCD patients with childhood stroke seem to be at increased risk of a global cognitive deficit profile. In addition to existing methods of primary and secondary stroke prevention, early neurorehabilitation should be prioritized in order to reduce the long-term cognitive morbidity of SCD.
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Howell KE, Heitzer AM, Longoria JN, Potter B, Wang WC, Anderson S, Kang G, Hankins JS, Porter JS. Assessment of transition readiness to predict health care utilization during transition to adult care in sickle cell disease. Expert Rev Hematol 2022; 15:1063-1072. [PMID: 36356169 PMCID: PMC9809157 DOI: 10.1080/17474086.2022.2144216] [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: 08/16/2022] [Accepted: 10/31/2022] [Indexed: 11/12/2022]
Abstract
BACKGROUND Transition-age patients with sickle cell disease (SCD) are at risk for poor outcomes associated with incomplete transition readiness and neurocognitive deficits. Study objectives were to: 1) test if a SCD-specific measure of self-management skills was associated with transition outcomes and 2) evaluate if caregiver-reported executive functioning was associated with self-management skills and transition outcomes among youth with SCD. RESEARCH DESIGN AND METHODS Youth/caregivers were selected from a longitudinal cohort study. Caregivers completed the Behavior Rating Inventory of Executive Function (BRIEF); caregivers and youth completed the Self-Management Skills Checklist (SMSC) at a median age of 16.8 ± 0.6 years. Non-parametric tests compared SMSC and transition outcomes. Regression assessed the incremental validity of SMSC in predicting transition outcomes. RESULTS In total, 95 participants (54% male, 55% severe genotype) completed the SMSC assessment. Most participants (87%) transferred to adult care within six months and 87% were retained for at least 12 months. BRIEF and caregiver-reported SMSC assessments were weakly, negatively correlated (ρ = -0.25, p = 0.0392) but were not significant in predicting transition outcomes (p > 0.05). CONCLUSIONS The SMSC and executive function did not predict adult care engagement. Development of readiness assessments that predict care engagement and reflect self-efficacy is important for monitoring transition-aged patients with SCD.
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Affiliation(s)
| | | | | | - Brian Potter
- Department of Psychology, St. Jude Children’s Research Hospital
| | - Winfred C. Wang
- Department of Hematology, St. Jude Children’s Research Hospital
| | - Sheila Anderson
- Department of Hematology, St. Jude Children’s Research Hospital
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children’s Research Hospital
| | - Jane S. Hankins
- Department of Hematology, St. Jude Children’s Research Hospital
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Kessels RPC, de Vent NR, Bruijnen CJWH, Jansen MG, de Jonghe JFM, Dijkstra BAG, Oosterman JM. Regression-Based Normative Data for the Montreal Cognitive Assessment (MoCA) and Its Memory Index Score (MoCA-MIS) for Individuals Aged 18–91. J Clin Med 2022; 11:jcm11144059. [PMID: 35887823 PMCID: PMC9318507 DOI: 10.3390/jcm11144059] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 07/07/2022] [Accepted: 07/12/2022] [Indexed: 01/07/2023] Open
Abstract
(1) Background: There is a need for a brief assessment of cognitive function, both in patient care and scientific research, for which the Montreal Cognitive Assessment (MoCA) is a psychometrically reliable and valid tool. However, fine-grained normative data allowing for adjustment for age, education, and/or sex are lacking, especially for its Memory Index Score (MIS). (2) Methods: A total of 820 healthy individuals aged 18–91 (366 men) completed the Dutch MoCA (version 7.1), of whom 182 also completed the cued recall and recognition memory subtests enabling calculation of the MIS. Regression-based normative data were computed for the MoCA Total Score and MIS, following the data-handling procedure of the Advanced Neuropsychological Diagnostics Infrastructure (ANDI). (3) Results: Age, education level, and sex were significant predictors of the MoCA Total Score (Conditional R2 = 0.4, Marginal R2 = 0.12, restricted maximum likelihood (REML) criterion at convergence: 3470.1) and MIS (Marginal R2 = 0.14, REML criterion at convergence: 682.8). Percentile distributions are presented that allow for age, education and sex adjustment for the MoCA Total Score and the MIS. (4) Conclusions: We present normative data covering the full adult life span that can be used for the screening for overall cognitive deficits and memory impairment, not only in older people with or people at risk of neurodegenerative disease, but also in younger individuals with acquired brain injury, neurological disease, or non-neurological medical conditions.
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Affiliation(s)
- Roy P. C. Kessels
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, 6525 GD Nijmegen, The Netherlands; (M.G.J.); (J.M.O.)
- Vincent van Gogh Institute for Psychiatry, Center of Excellence for Korsakoff and Alcohol-Related Cognitive Disorders, 5803 DN Venray, The Netherlands;
- Klimmendaal Rehabilitation Specialists, 6813 GG Arnhem, The Netherlands
- Tactus Addiction Care, 7400 AD Deventer, The Netherlands
- Department of Medical Psychology and Radboudumc Alzheimer Center, Radboud University Medical Center, 6500 HB Nijmegen, The Netherlands
- Correspondence: ; Tel.: +31-24-3612-541
| | - Nathalie R. de Vent
- Department of Psychology, University of Amsterdam, 1018 WS Amsterdam, The Netherlands;
| | - Carolien J. W. H. Bruijnen
- Vincent van Gogh Institute for Psychiatry, Center of Excellence for Korsakoff and Alcohol-Related Cognitive Disorders, 5803 DN Venray, The Netherlands;
- Nijmegen Institute for Scientist-Practitioners in Addiction (NISPA), Radboud University, 6525 GD Nijmegen, The Netherlands;
| | - Michelle G. Jansen
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, 6525 GD Nijmegen, The Netherlands; (M.G.J.); (J.M.O.)
| | | | - Boukje A. G. Dijkstra
- Nijmegen Institute for Scientist-Practitioners in Addiction (NISPA), Radboud University, 6525 GD Nijmegen, The Netherlands;
- Novadic-Kentron, Addiction Care Center, 5261 LX Vught, The Netherlands
| | - Joukje M. Oosterman
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, 6525 GD Nijmegen, The Netherlands; (M.G.J.); (J.M.O.)
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