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Gupta A, Johnson S, Barraclough M, Su J, Bingham K, Knight AM, Diaz Martinez JP, Kakvan M, Tartaglia MC, Ruttan L, Marzouk S, Wither J, Choi M, Bonilla D, Appenzeller S, Beaton D, Katz P, Green R, Touma Z. Outcome clusters and their stability over 1 year in patients with SLE: self-reported and performance-based cognitive function, disease activity, mood and health-related quality of life. Lupus Sci Med 2024; 11:e001006. [PMID: 38991833 PMCID: PMC11243126 DOI: 10.1136/lupus-2023-001006] [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: 07/31/2023] [Accepted: 06/11/2024] [Indexed: 07/13/2024]
Abstract
OBJECTIVE To determine if self-reported fatigue, anxiety, depression, cognitive difficulties, health-related quality of life, disease activity scores and neuropsychological battery (NB) cluster into distinct groups in patients with SLE based on symptom intensity and if they change at 1-year follow-up. METHODS This is a retrospective analysis of consecutive consenting patients, followed at a single centre. Patients completed a comprehensive NB, the Beck Anxiety Inventory, Beck Depression Inventory, Fatigue Severity Scale, Short-Form Health Survey Physical Component Summary and Mental Component Summary scores and the Perceived Deficits Questionnaire. Disease activity was assessed by Systemic Lupus Erythematosus Disease Activity Index 2000. Ward's method was used for clustering and principal component analysis was used to visualise the number of clusters. Stability at 1 year was assessed with kappa statistic. RESULTS Among 142 patients, three clusters were found: cluster 1 had mild symptom intensity, cluster 2 had moderate symptom intensity and cluster 3 had severe symptom intensity. At 1-year follow-up, 49% of patients remained in their baseline cluster. The mild cluster had the highest stability (77% of patients stayed in the same cluster), followed by the severe cluster (51%), and moderate cluster had the lowest stability (3%). A minority of patients from mild cluster moved to severe cluster (19%). In severe cluster, a larger number moved to moderate cluster (40%) and fewer to mild cluster (9%). CONCLUSION Three distinct clusters of symptom intensity were documented in patients with SLE in association with cognitive function. There was a lower tendency for patients in the mild and severe clusters to move but not moderate cluster over the course of a year. This may demonstrate an opportunity for intervention to have moderate cluster patients move to mild cluster instead of moving to severe cluster. Further studies are necessary to assess factors that affect movement into moderate cluster.
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Affiliation(s)
- Ambika Gupta
- Department of Medicine, University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Sindhu Johnson
- Division of Rheumatology, Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada
- University of Toronto Institute of Health Policy, Management and Evaluation, Toronto, Ontario, Canada
| | - Michelle Barraclough
- The University of Manchester, Manchester, UK
- NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - Jiandong Su
- Toronto Western Hospital, Toronto, Ontario, Canada
| | - Kathleen Bingham
- Centre for Mental Health, University Health Network, Toronto, Ontario, Canada
| | - Andrea M Knight
- Rheumatology, Hospital for Sick Children, Toronto, Ontario, Canada
- University of Toronto Temerty Faculty of Medicine, Toronto, Ontario, Canada
| | - Juan Pablo Diaz Martinez
- University of Toronto Temerty Faculty of Medicine, Toronto, Ontario, Canada
- University Health Network, Toronto, Ontario, Canada
| | - Mahta Kakvan
- Division of Rheumatology, University Health Network, Toronto, Ontario, Canada
- University of Toronto, Toronto, Ontario, Canada
| | - Maria Carmela Tartaglia
- University of Toronto, Toronto, Ontario, Canada
- Krembil Neurosciences Centre, University Health Network, Toronto, Ontario, Canada
| | - Lesley Ruttan
- University Health Network, Toronto, Ontario, Canada
- Toronto Rehabilitation Institute, Toronto, Ontario, Canada
| | - Sherief Marzouk
- Department of Psychiatry, University Health Network, Toronto, Ontario, Canada
| | - Joan Wither
- University of Toronto, Toronto, Ontario, Canada
- Schroeders Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
| | - May Choi
- University of Calgary Cumming School of Medicine, Calgary, Alberta, Canada
| | - Dennisse Bonilla
- Division of Rheumatology, Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada
| | - Simone Appenzeller
- Department of Orthopedics, Rheumatology and Traumatology, State University of Campinas, Campinas, Brazil
| | - Dorcas Beaton
- Institute for Work and Health, Toronto, Ontario, Canada
| | - Patricia Katz
- Medicine, University of California San Francisco, San Francisco, California, USA
| | - Robin Green
- Toronto Rehabilitation Institute, Toronto, Ontario, Canada
| | - Zahi Touma
- Division of Rheumatology, Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
- Medicine, University of Toronto Temerty Faculty of Medicine, Toronto, Ontario, Canada
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Plantinga L, Yazdany J, Bowling CB, Dunlop-Thomas C, Hoge C, Pearce BD, Lim SS, Katz P. Comparison of cognitive performance measures in individuals with systemic lupus erythematosus. Lupus Sci Med 2024; 11:e001151. [PMID: 38627039 PMCID: PMC11029380 DOI: 10.1136/lupus-2024-001151] [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: 01/17/2024] [Accepted: 04/09/2024] [Indexed: 04/19/2024]
Abstract
OBJECTIVE Cognitive impairment is a common complaint in SLE, but approaches to measuring cognitive performance objectively vary. Leveraging data collected in a population-based cohort of individuals with validated SLE, we compared performance and potential impairment across multiple measures of cognition. METHODS During a single study visit (October 2019-May 2022), times to complete the Trail Making Test B (TMTB; N=423) were recorded; potential impairment was defined as an age-corrected and education-corrected T-score <35 (>1.5 SD longer than the normative time). A clock drawing assessment (CLOX; N=435) with two parts (free clock draw (CLOX1) and copy (CLOX2)) was also performed (score range: 0-15; higher scores=better performance); potential impairment was defined as CLOX1 <10 or CLOX2 <12. Fluid cognition (N=199; in-person visits only) was measured via the National Institutes of Health (NIH) Toolbox Fluid Cognition Battery and expressed as age-corrected standard scores; potential impairment was defined by a score <77.5 (>1.5 SD lower the normative score). RESULTS Participants (mean age 46 years; 92% female; 82% black) had a median (IQR) TMTB time of 96 (76-130) s; median (IQR) CLOX1 and CLOX2 scores of 12 (10-13) and 14 (13-15); and a mean (SD) fluid cognition standard score of 87.2 (15.6). TMTB time and fluid cognition score (ρ=-0.53, p<0.001) were the most highly intercorrelated measures. Overall, 65%, 55% and 28% were potentially impaired by the TMTB test, CLOX task and NIH Toolbox Fluid Cognition Battery, respectively. While there was overlap in potential impairment between TMTB and CLOX, more than half (58%) had impairment by only one of these assessments. Few (2%) had impairment in fluid cognition only. CONCLUSION The TMTB, CLOX and NIH Fluid Cognition Battery each provided unique and potentially important information about cognitive performance in our SLE cohort. Future studies are needed to validate these measures in SLE and explore interventions that maintain or improve cognitive performance in this population.
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Affiliation(s)
- Laura Plantinga
- Department of Medicine, University of California San Francisco, San Francisco, California, USA
| | - Jinoos Yazdany
- Department of Medicine, University of California San Francisco, San Francisco, California, USA
| | - C Barrett Bowling
- Durham Veterans Affairs Medical Center, Durham, North Carolina, USA
- Department of Medicine, Duke University, Durham, North Carolina, USA
| | | | - Courtney Hoge
- Department of Medicine, Emory University, Atlanta, Georgia, USA
| | - Brad D Pearce
- Department of Epidemiology, Emory University, Atlanta, Georgia, USA
| | - S Sam Lim
- Department of Medicine, Emory University, Atlanta, Georgia, USA
- Department of Epidemiology, Emory University, Atlanta, Georgia, USA
| | - Patricia Katz
- Department of Medicine, University of California San Francisco, San Francisco, California, USA
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3
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Labouret M, Trebossen V, Ntorkou A, Bartoli S, Aubart M, Auvin S, Bader-Meunier B, Baudouin V, Corseri O, Dingulu G, Ducrocq C, Dumaine C, Elmaleh M, Fabien N, Faye A, Hau I, Hentgen V, Kwon T, Meinzer U, Ouldali N, Parmentier C, Pouletty M, Renaldo F, Savioz I, Benoist JF, Le Roux E, Ellul P, Melki I. Juvenile neuropsychiatric systemic lupus erythematosus: A specific clinical phenotype and proposal of a probability score. Lupus 2024; 33:328-339. [PMID: 38315109 DOI: 10.1177/09612033241229022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2024]
Abstract
OBJECTIVE Juvenile systemic lupus erythematosus (j-SLE) is a rare chronic auto-immune disease involving several organs. Neuropsychiatric (NP) SLE (NPSLE) is frequent in j-SLE and associated with increased morbidity/mortality. Although NPSLE classification criteria exist, attributing NP features to j-SLE remains a major challenge. The study objective is to thoroughly describe j-NPSLE patients and assist in their diagnosis. METHODS This is a 4-year retrospective monocentric study of j-SLE patients. NP events were attributed to j-SLE using standardised diagnostic criteria and multidisciplinary paediatric clinical expertise. Clinical features, brain magnetic resonance imaging (MRI)s and samples analysis including cerebrospinal fluid were assessed. A risk of j-NPSLE score was developed based on multivariable logistic regression analysis. RESULTS Of 39 patients included, 44% were identified as having j-NPSLE. J-NPSLE diagnosis was established at the onset of j-SLE in 59% of patients. In addition to frequent kidney involvement (76%) and chilblains (65%), all j-NPSLE patients displayed psychiatric features: cognitive symptoms (82%), hallucinations (76%), depressed mood (35%), acute confused state (18%) and catatonia (12%). Neurological involvement was often mild and nonspecific, with headache (53%) in about half of the patients. The main features reported on brain MRI were nonspecific T2/FLAIR white matter hyperintensities (65%), and cerebral atrophy (88%). Upon immunosuppressive treatment, clinical improvement of NP features was observed in all j-NPSLE patients. The score developed to attribute j-NPSLE probability, guide further investigations and appropriate treatments is based on hallucinations, memory, sleep and renal involvement (Sensitivity: 0.95 Specificity: 0.85). Cerebrospinal fluid (CSF) neopterin assessment increases the score sensitivity and specificity. CONCLUSION Physicians should carefully and systematically assess the presence of NP features at diagnosis and early stages of j-SLE. For j-NPSLE patients with predominant psychiatric features, a multidisciplinary collaboration, including psychiatrists, is essential for the diagnosis, management and follow-up.
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Affiliation(s)
- Mathilde Labouret
- General Paediatrics, Department of Infectious Disease and Internal Medicine, Robert Debré Mother-Child University Hospital, Reference Centre for Rheumatic, AutoImmune and Systemic Diseases in Children (RAISE), AP-HP, Paris, France
- Sorbonne Université, Paris, France
| | - Vincent Trebossen
- Department of Child and Adolescent Psychiatry, Robert Debré Mother-Child University Hospital, AP-HP, Paris, France
- Université Paris Cité, UFR de Médecine Paris Nord, Paris, France
| | - Alexandra Ntorkou
- Department of Paediatric Radiology, Robert Debré Mother-Child University Hospital, AP-HP, Paris, France
| | - Sophie Bartoli
- General Paediatrics, Department of Infectious Disease and Internal Medicine, Robert Debré Mother-Child University Hospital, Reference Centre for Rheumatic, AutoImmune and Systemic Diseases in Children (RAISE), AP-HP, Paris, France
| | - Mélodie Aubart
- Paediatric Neurology Department, Necker-Enfants Malades Hospital, University of Paris-Cité, AP-HP, Paris, France
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, French Institute of Health and Medical Research U1163, Imagine Institute, University of Paris-Cité, Paris, France
| | - Stéphane Auvin
- Department of Paediatric Neurology, Center for Rare Epilepsies & Epilepsy Unit, Robert Debré Mother-Child University Hospital, AP-HP, Paris, France
- Université Paris Cité, INSERM NeuroDiderot, Paris, France
- Institut Universitaire de France (IUF), Paris, France
| | - Brigitte Bader-Meunier
- Department of Paediatric Haematology-Immunology And Rheumatology, Necker-Enfants-Malades University Hospital, Reference Centre for Rheumatic, AutoImmune and Systemic Diseases in Children (RAISE), AP-HP, Paris, France
- Laboratory of Immunogenetics of Paediatric Autoimmune Diseases, Imagine Institute, INSERM UMR 1163, Université Paris Cité, Paris, France
| | - Véronique Baudouin
- Department of Paediatric Nephrology, Robert Debré Mother-Child University Hospital, AP-HP, Paris, France
| | - Olivier Corseri
- General Paediatrics, Department of Infectious Disease and Internal Medicine, Robert Debré Mother-Child University Hospital, Reference Centre for Rheumatic, AutoImmune and Systemic Diseases in Children (RAISE), AP-HP, Paris, France
| | - Glory Dingulu
- General Paediatrics, Department of Infectious Disease and Internal Medicine, Robert Debré Mother-Child University Hospital, Reference Centre for Rheumatic, AutoImmune and Systemic Diseases in Children (RAISE), AP-HP, Paris, France
| | - Camille Ducrocq
- General Paediatrics, Department of Infectious Disease and Internal Medicine, Robert Debré Mother-Child University Hospital, Reference Centre for Rheumatic, AutoImmune and Systemic Diseases in Children (RAISE), AP-HP, Paris, France
| | - Cécile Dumaine
- General Paediatrics, Department of Infectious Disease and Internal Medicine, Robert Debré Mother-Child University Hospital, Reference Centre for Rheumatic, AutoImmune and Systemic Diseases in Children (RAISE), AP-HP, Paris, France
| | - Monique Elmaleh
- Department of Paediatric Radiology, Robert Debré Mother-Child University Hospital, AP-HP, Paris, France
| | - Nicole Fabien
- Immunology Department, Hospices Civils de Lyon, Centre Hospitalier Lyon Sud, Lyon, France
| | - Albert Faye
- General Paediatrics, Department of Infectious Disease and Internal Medicine, Robert Debré Mother-Child University Hospital, Reference Centre for Rheumatic, AutoImmune and Systemic Diseases in Children (RAISE), AP-HP, Paris, France
- Université Paris Cité, UFR de Médecine Paris Nord, Paris, France
- UMR1123 Inserm, Université Paris Cité, Paris, France
| | - Isabelle Hau
- Department of General Paediatrics, Centre Hospitalier Intercommunal de Créteil, Créteil, France
| | - Véronique Hentgen
- Department of General Paediatrics, French Reference centre for Autoinflammatory diseases and amyloidosis (CEREMAIA), Versailles Hospital, Le Chesnay, France
| | - Théresa Kwon
- Department of Paediatric Nephrology, Robert Debré Mother-Child University Hospital, AP-HP, Paris, France
| | - Ulrich Meinzer
- General Paediatrics, Department of Infectious Disease and Internal Medicine, Robert Debré Mother-Child University Hospital, Reference Centre for Rheumatic, AutoImmune and Systemic Diseases in Children (RAISE), AP-HP, Paris, France
- Université Paris Cité, UFR de Médecine Paris Nord, Paris, France
- Center for Research on Inflammation, INSERM, Université Paris Cité, Paris, France
- Biology and Genetics of Bacterial Cell Wall Unit, Pasteur Institute, Paris, France
| | - Naim Ouldali
- General Paediatrics, Department of Infectious Disease and Internal Medicine, Robert Debré Mother-Child University Hospital, Reference Centre for Rheumatic, AutoImmune and Systemic Diseases in Children (RAISE), AP-HP, Paris, France
- Université Paris Cité, UFR de Médecine Paris Nord, Paris, France
| | - Cyrielle Parmentier
- Department of Paediatric Nephrology, Armand-Trousseau Childrens' Hospital, AP-HP, Paris, France
| | - Marie Pouletty
- General Paediatrics, Department of Infectious Disease and Internal Medicine, Robert Debré Mother-Child University Hospital, Reference Centre for Rheumatic, AutoImmune and Systemic Diseases in Children (RAISE), AP-HP, Paris, France
| | - Florence Renaldo
- Department of Paediatric Neurology, Center for Neurogenetic Diseases, Armand-Trousseau Childrens' Hospital, AP-HP, Paris, France
| | - Isabelle Savioz
- General Paediatrics, Department of Infectious Disease and Internal Medicine, Robert Debré Mother-Child University Hospital, Reference Centre for Rheumatic, AutoImmune and Systemic Diseases in Children (RAISE), AP-HP, Paris, France
| | - Jean-François Benoist
- Metabolic Biochemistry Laboratory, Reference Centre for Inherited Metabolic Diseases, Necker-Enfants-Malades University Hospital, AP-HP, Paris, France
- Université Paris Saclay, UFR Pharmacie, France
| | - Enora Le Roux
- UMR1123 Inserm, Université Paris Cité, Paris, France
- Unité d'Épidémiologie Clinique, Inserm, CIC 1426, Robert Debré Mother-Child University Hospital, Nord-Université Paris Cité, AP-HP, Paris, France
| | - Pierre Ellul
- Department of Child and Adolescent Psychiatry, Robert Debré Mother-Child University Hospital, AP-HP, Paris, France
- Immunology-Immunopathology-Immunotherapy (i3), Sorbonne Université, Paris, France
| | - Isabelle Melki
- General Paediatrics, Department of Infectious Disease and Internal Medicine, Robert Debré Mother-Child University Hospital, Reference Centre for Rheumatic, AutoImmune and Systemic Diseases in Children (RAISE), AP-HP, Paris, France
- Department of Paediatric Haematology-Immunology And Rheumatology, Necker-Enfants-Malades University Hospital, Reference Centre for Rheumatic, AutoImmune and Systemic Diseases in Children (RAISE), AP-HP, Paris, France
- Imagine Institute, Laboratory of Neurogenetics and Neuroinflammation, INSERM UMR 1163, Université Paris Cité, Paris, France
- Paediatrics, Rheumatology and Paediatric Internal Medicine, Children's Hospital, Bordeaux, France
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Plantinga LC, Yazdany J, Pearce BD, Hoge C, Dunlop-Thomas C, Lim SS, Drenkard C, Katz PP, Bowling CB. Fluid Cognition Among Individuals With Systemic Lupus Erythematosus. Arthritis Care Res (Hoboken) 2024. [PMID: 38528776 DOI: 10.1002/acr.25330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Revised: 03/12/2024] [Accepted: 03/22/2024] [Indexed: 03/27/2024]
Abstract
OBJECTIVE We sought to describe fluid cognition and its correlates among individuals with systemic lupus erythematosus (SLE). METHODS Participants (n = 199) were recruited from a population-based cohort for a single study visit (October 2019 to May 2022). Fluid cognition was measured via the National Institutes of Health Toolbox Fluid Cognition Battery (including episodic memory, working memory, attention and inhibitory control, processing speed, and cognitive flexibility domains) and expressed as age-corrected standard scores (mean 100, SD 15). Potential impairment was defined as a standard score >1.5 SD below the mean. Descriptive statistics were calculated and associations of various participant characteristics with the potential fluid cognition impairment were assessed with multivariable logistic regression. RESULTS Participants' mean age was 46.1 years; most were female (87.4%), Black (86.4%), and non-Hispanic (95.0%). The mean overall fluid cognition score was 87.2; of the individual domains, the participants' mean score was lowest on attention and inhibitory control (82.0). Working status (odds ratio [OR] 0.30, 95% confidence interval [CI] 0.14-0.64) and higher self-reported physical functioning (OR 0.46, 95% CI 0.28-0.75) and physical performance (OR 0.72, 95% CI 0.59-0.87) were associated with lower odds of fluid cognition impairment; lower educational attainment was associated with higher odds (OR 3.82, 95% CI 1.67-8.75). Self-reported forgetfulness, neuropsychiatric damage, and depressive symptoms were not statistically significantly associated with potential impairment. CONCLUSION Fluid cognition and, particularly, attention and inhibitory control were low in those with SLE relative to the general US population. Working status, higher physical functioning and performance, and higher educational attainment were associated with lower prevalence of potential impairment. Future work is needed to develop and implement interventions to help support cognition in individuals with SLE.
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Affiliation(s)
| | | | | | | | | | | | | | | | - C Barrett Bowling
- Durham Veterans Affairs Medical Center and Duke University, Durham, North Carolina
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Muñoz-Grajales C, Yilmaz EB, Svenungsson E, Touma Z. Systemic lupus erythematosus and damage: What has changed over the past 20 years? Best Pract Res Clin Rheumatol 2023; 37:101893. [PMID: 37993371 DOI: 10.1016/j.berh.2023.101893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 10/27/2023] [Indexed: 11/24/2023]
Abstract
The young age of onset and chronic/relapsing nature of systemic lupus erythematosus (SLE) make SLE patients prone to develop and accrue organ damage as a result of long-standing disease activity and side effects of treatment. There is a growing interest in objectifying damage and identifying its risk factors. Still, the lack of therapeutic alternatives has led to difficulties in avoiding immunosuppressives particularly corticosteroids, which have been implicated in a large spectrum of organ damage in SLE patients. Moreover, it continues to be very challenging to determine what actually causes damage in different organ-systems. Cardiovascular disease continues to be one of the leading types of damage in patients with SLE, reported as early as 1976. Since then, many researchers have focused on identifying SLE or treatment-related and traditional risk factors. The same considerations are valid for other conditions, such as the occurrence of metabolic syndrome, osteoporosis, avascular necrosis, susceptibility to infections, etc. On the other hand, diverse risk factors contribute to the development of chronic kidney disease (CKD) in SLE. Most evidence suggests that high initial levels of serum creatinine, hypocomplementemia, nephrotic range proteinuria, concomitant uncontrolled hypertension, Black and Hispanic ancestry, non-adherence to treatment, and biopsy findings such as diffuse proliferative lupus nephritis (LN), a high chronicity index, tubular atrophy, and tubulointerstitial inflammation are risk factors for progression to end stage renal disease (ESRD) in LN. While cardiovascular disease, CKD and infections are leading causes of mortality in patients with SLE, hospitalizations are caused mostly by SLE disease flares and infections. Cognitive impairment and mood disorders are common in SLE but continue to impose a challenge on how to measure, manage and decipher the underlying pathogenesis. Nevertheless, they have a great impact on SLE patients' health-related quality of life (HRQoL) and social functioning. Also, skin manifestations, such as alopecia and scaring, cataracts, and sicca symptoms result in a significant decrease in HRQoL. In light of recent developments in SLE treatment, we can expect to enter a period of new-age targeted therapies that will enable us to reduce disease activity and glucocorticoid usage further and positively alter the trajectory of damage development and accrual in SLE.
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Affiliation(s)
- Carolina Muñoz-Grajales
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Division of Rheumatology, University of Toronto, Toronto, Canada; University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital Lupus Clinic, Toronto, Canada
| | - Esin Beste Yilmaz
- Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Elisabet Svenungsson
- Division of Rheumatology, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Zahi Touma
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Division of Rheumatology, University of Toronto, Toronto, Canada; University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital Lupus Clinic, Toronto, Canada.
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Barraclough M, Erdman L, Diaz-Martinez JP, Knight A, Bingham K, Su J, Kakvan M, Grajales CM, Tartaglia MC, Ruttan L, Wither J, Choi MY, Bonilla D, Appenzeller S, Parker B, Goldenberg A, Katz P, Beaton D, Green R, Bruce IN, Touma Z. Systemic lupus erythematosus phenotypes formed from machine learning with a specific focus on cognitive impairment. Rheumatology (Oxford) 2023; 62:3610-3618. [PMID: 36394258 PMCID: PMC10629781 DOI: 10.1093/rheumatology/keac653] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 11/07/2022] [Indexed: 11/09/2023] Open
Abstract
OBJECTIVE To phenotype SLE based on symptom burden (disease damage, system involvement and patient reported outcomes), with a specific focus on objective and subjective cognitive function. METHODS SLE patients ages 18-65 years underwent objective cognitive assessment using the ACR Neuropsychological Battery (ACR-NB) and data were collected on demographic and clinical variables, disease burden/activity, health-related quality of life (HRQoL), depression, anxiety, fatigue and perceived cognitive deficits. Similarity network fusion (SNF) was used to identify patient subtypes. Differences between the subtypes were evaluated using Kruskal-Wallis and χ2 tests. RESULTS Of the 238 patients, 90% were female, with a mean age of 41 years (s.d. 12) and a disease duration of 14 years (s.d. 10) at the study visit. The SNF analysis defined two subtypes (A and B) with distinct patterns in objective and subjective cognitive function, disease burden/damage, HRQoL, anxiety and depression. Subtype A performed worst on all significantly different tests of objective cognitive function (P < 0.03) compared with subtype B. Subtype A also had greater levels of subjective cognitive function (P < 0.001), disease burden/damage (P < 0.04), HRQoL (P < 0.001) and psychiatric measures (P < 0.001) compared with subtype B. CONCLUSION This study demonstrates the complexity of cognitive impairment (CI) in SLE and that individual, multifactorial phenotypes exist. Those with greater disease burden, from SLE-specific factors or other factors associated with chronic conditions, report poorer cognitive functioning and perform worse on objective cognitive measures. By exploring different ways of phenotyping SLE we may better define CI in SLE. Ultimately this will aid our understanding of personalized CI trajectories and identification of appropriate treatments.
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Affiliation(s)
- Michelle Barraclough
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
- NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Lauren Erdman
- Genetics and Genome Biology, Department of Computer Science, Hospital for Sick Children, Peter Gilgan Centre for Research and Learning, University of Toronto, Toronto, ON, Canada
| | - Juan Pablo Diaz-Martinez
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | - Andrea Knight
- Division of Rheumatology, Hospital for Sick Children, Toronto, ON, Canada
| | - Kathleen Bingham
- Centre for Mental Health, University Health Network, Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Jiandong Su
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | - Mahta Kakvan
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | - Carolina Muñoz Grajales
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | | | - Lesley Ruttan
- University Health Network-Toronto Rehabilitation Institute, Toronto, ON, Canada
| | - Joan Wither
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
| | - May Y Choi
- Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Dennisse Bonilla
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
| | | | - Ben Parker
- Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
- NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Anna Goldenberg
- Genetics and Genome Biology, Department of Computer Science, Hospital for Sick Children, Peter Gilgan Centre for Research and Learning, University of Toronto, Toronto, ON, Canada
| | - Patricia Katz
- University of California, San Francisco, Novato, CA, USA
| | - Dorcas Beaton
- Institute for Work and Health, University of Toronto, Toronto, ON, Canada
| | - Robin Green
- University Health Network-Toronto Rehabilitation Institute, Toronto, ON, Canada
| | - Ian N Bruce
- Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
- NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Zahi Touma
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- University of Toronto Lupus Clinic, Centre for Prognosis Studies in Rheumatic Diseases, Toronto Western Hospital, Toronto, ON, Canada
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Dobrowolski C, Barraclough M, Su J, Tanic M, Bingham K, Ruttan L, Beaton D, Wither J, Tartaglia MC, Sano M, Kakvan M, Bonilla D, Green R, Touma Z. Centrally acting ACE inhibitor (cACEi) and angiotensin receptor blocker (cARB) use and cognitive dysfunction in patients with SLE. Lupus Sci Med 2023; 10:e000923. [PMID: 37429671 PMCID: PMC10335417 DOI: 10.1136/lupus-2023-000923] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 05/31/2023] [Indexed: 07/12/2023]
Abstract
OBJECTIVE Cognitive dysfunction (CD) is detectable in approximately 40% of patients with SLE. Despite this high prevalence, there are no approved pharmacological treatment options for this detrimental condition. Preliminary murine studies show potential for targeting microglial activation as a treatment of SLE-CD, which may be ameliorated with centrally acting ACE inhibitor (cACEi) and angiotensin receptor blocker (cARB) use. The aim of this study is to determine if there is an association of cACEi/cARB use with cognitive function in a human SLE cohort. METHODS The American College of Rheumatology neuropsychological battery was administered to patients with consecutive SLE at a single academic health centre at baseline, 6 and 12 months. Scores were compared with sex-matched and age-matched control subjects. Clinical and demographic data were gathered at each visit. The primary outcome was CD defined as dysfunction in two or more cognitive domains. The primary predictor was a total cumulative dose of cACEi/cARB in milligrams per kilogram, recorded as an equivalent ramipril dose. Odds of CD with respect to cACEi/cARB use were determined through generalised linear mixed modelling. RESULTS A total of 300 patients, representing 676 visits, completed this study. One hundred sixteen (39%) met the criteria for CD. Fifty-three participants (18%) were treated with a cACEi or cARB. Mean cumulative dose was 236 mg/kg (calculated as equivalent ramipril dose). Cumulative cACEi/cARB dose was not protective against SLE-CD. Caucasian ethnicity, current employment status and azathioprine cumulative dose were each associated with reduced odds of SLE-CD. Increasing Fatigue Severity Scale score was associated with increased odds of CD. CONCLUSIONS In a single-centre SLE cohort, cACEi/cARB use was not associated with absence of CD. Many important confounders may have influenced the results of this retrospective study. A randomised trial is required to accurately determine if cACEi/cARB is a potential treatment for SLE-CD.
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Affiliation(s)
- Chrisanna Dobrowolski
- Division of Rheumatology, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
| | - Michelle Barraclough
- Division of Musculoskeletal & Dermatological Sciences, The University of Manchester, Manchester, UK
- Manchester Academic Health Science Centre, Manchester, UK
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
| | - Jiandong Su
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
| | - Milica Tanic
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Kathleen Bingham
- Centre for Mental Health, University Health Network, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Lesley Ruttan
- Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada
| | - Dorcas Beaton
- Institute for Work and Health, Toronto, Ontario, Canada
| | - Joan Wither
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
- University of Toronto, Toronto, Ontario, Canada
| | - Maria Carmela Tartaglia
- University of Toronto, Toronto, Ontario, Canada
- Krembil Neurosciences Centre, University Health Network, Toronto, Ontario, Canada
| | - Mary Sano
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
| | - Mahta Kakvan
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
- University of Toronto, Toronto, Ontario, Canada
| | - Dennisse Bonilla
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
| | - Robin Green
- Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada
| | - Zahi Touma
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
- Division of Rheumatology, University of Toronto, Toronto, Ontario, Canada
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Tayer-Shifman OE, Yuen K, Green R, Kakvan M, Katz P, Bingham KS, Diaz-Martinez JP, Ruttan L, Wither JE, Tartaglia MC, Su J, Bonilla D, Choi MY, Appenzeller S, Barraclough M, Beaton DE, Touma Z. Assessing the Utility of the Montreal Cognitive Assessment in Screening for Cognitive Impairment in Patients With Systemic Lupus Erythematosus. Arthritis Care Res (Hoboken) 2023; 75:569-577. [PMID: 35724303 DOI: 10.1002/acr.24971] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 05/24/2022] [Accepted: 06/14/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Screening for cognitive impairment (CI) in systemic lupus erythematosus (SLE) relies on the American College of Rheumatology (ACR) neuropsychological battery (NB). By studying the concurrent criterion validity, our goal was to assess the Montreal Cognitive Assessment (MoCA) as a screening tool for CI compared to the ACR-NB and to evaluate the added value of the MoCA to the Automated Neuropsychological Assessment Metrics (ANAM). METHODS A total of 285 adult SLE patients were administered the ACR-NB, MoCA, and ANAM. For the ACR-NB, patients were classified as having CI if there was a Z score of ≤-1.5 in ≥2 domains. The area under the curve (AUC) and sensitivities/specificities were determined. A discriminant function analysis was applied to assess the ability of the MoCA to differentiate between CI, undetermined CI, and non-CI patients. RESULTS CI was not accurately identified by the MoCA compared to the ACR-NB (AUC of 0.66). Sensitivity and specificity were poor at 50% and 69%, respectively, for the cutoff of 26, and 80% and 45%, respectively, for the cutoff of 28. The MoCA had a low ability to identify CI status. The addition of the MoCA to the ANAM led to improvement on the AUC by only 2.5%. CONCLUSION The MoCA does not have adequate concurrent criterion validity to accurately identify CI in patients with SLE. The low specificity of the MoCA may lead to overdiagnosis and concern among patients. Adding the MoCA to the ANAM does not substantially improve the accuracy of the ANAM. These results do not support using the MoCA as a screening tool for CI in patients with SLE.
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Affiliation(s)
- Oshrat E Tayer-Shifman
- Meir Medical Center, Kfar Saba, and Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Kimberley Yuen
- Toronto Western Hospital and University Health Network, Toronto, and Queen's University School of Medicine, Kingston, Ontario, Canada
| | - Robin Green
- University Health Network-Toronto Rehabilitation Institute, Toronto, Ontario, Canada
| | - Mahta Kakvan
- Toronto Western Hospital and Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada
| | | | - Kathleen S Bingham
- University Health Network Centre for Mental Health, Toronto, Ontario, Canada
| | - Juan Pablo Diaz-Martinez
- Toronto Western Hospital and Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada
| | - Lesley Ruttan
- University Health Network-Toronto Rehabilitation Institute, Toronto, Ontario, Canada
| | - Joan E Wither
- Schroeder Arthritis Institute and University Health Network, Toronto, Ontario, Canada
| | | | - Jiandong Su
- Toronto Western Hospital and Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada
| | - Dennisse Bonilla
- Toronto Western Hospital and Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada
| | - May Y Choi
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | | | - Michelle Barraclough
- Toronto Western Hospital and Schroeder Arthritis Institute, University Health Network, Toronto, Ontario, Canada
| | | | - Zahi Touma
- Toronto Western Hospital, Schroeder Arthritis Institute, University Health Network, and University of Toronto, Toronto, Ontario, Canada
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Perera S, Cook R, Lee K, Katz P, Touma Z. Intraindividual Change in Cognitive Function Among Adults With Systemic Lupus Erythematosus: A Markov Analysis Over 7 Years. ACR Open Rheumatol 2023; 5:124-131. [PMID: 36705542 PMCID: PMC10010484 DOI: 10.1002/acr2.11529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 12/13/2022] [Accepted: 12/27/2022] [Indexed: 01/28/2023] Open
Abstract
OBJECTIVE Cognitive impairment is prevalent in systemic lupus erythematosus (SLE). There remain gaps in understanding cognition and SLE longitudinally. We studied intraindividual change in cognition in SLE over time. METHODS Data were from the University of California, San Francisco Lupus Outcome Study, which included 1281 adults with SLE. The Hopkins Verbal Learning Test-Revised (HVLT-R) and the Controlled Oral Word Association Test (COWAT) were administered annually over 7 years. A two-state Markov analysis was used to model transition intensities for probabilities of change in cognition. Logistic regression examined the association between clinical variables and cognitive change. RESULTS Minimal transition between cognitive states was observed in the Markov analysis. Using the COWAT, higher levels of self-reported depression were associated with decreased likelihood of cognitive improvement (Relative Risk [RR]: 0.98; 95% confidence interval [CI]: 0.96-0.99), and higher self-reported disease severity was associated with cognitive decline (RR: 1.05; 95% CI: 1.02-1.09). Using the HVLT-R, increasing age (RR: 1.02; 95% CI: 1.01-1.03) and higher education level (RR: 1.82; 95% CI: 1.28-2.58) were associated with cognitive improvement, and higher self-reported disease severity (RR: 1.02; 95% CI: 1.01-1.03) and depression (RR: 1.05; 95% CI: 1.03-1.07) were associated with cognitive decline. CONCLUSION Most individuals with SLE did not transition between states of high (Z score ≥ -1.5) or low (Z score < -1.5) cognition in a Markov analysis over a 7-year assessment period, highlighting a degree of relative stability in cognition over time. Increasing age and higher education levels were associated with greater likelihood of cognitive improvement. Greater self-reported SLE disease severity and depression were associated with cognitive decline.
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Affiliation(s)
| | | | - Ker‐Ai Lee
- University of WaterlooWaterlooOntarioCanada
| | | | - Zahi Touma
- University Health Network and University of TorontoTorontoOntarioCanada
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Cognitive dysfunction in SLE: An understudied clinical manifestation. J Autoimmun 2022; 132:102911. [PMID: 36127204 DOI: 10.1016/j.jaut.2022.102911] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 08/31/2022] [Indexed: 11/22/2022]
Abstract
Neuropsychiatric lupus (NPSLE) is a debilitating manifestation of SLE which occurs in a majority of SLE patients and has a variety of clinical manifestations. In the central nervous system, NPSLE may result from ischemia or penetration of inflammatory mediators and neurotoxic antibodies through the blood brain barrier (BBB). Here we focus on cognitive dysfunction (CD) as an NPSLE manifestation; it is common, underdiagnosed, and without specific therapy. For a very long time, clinicians ignored cognitive dysfunction and researchers who might be interested in the question struggled to find an approach to understanding mechanisms for this manifestation. Recent years, however, propelled by a more patient-centric approach to disease, have seen remarkable progress in our understanding of CD pathogenesis. This has been enabled through the use of novel imaging modalities and numerous mouse models. Overall, these studies point to a pivotal role of an impaired BBB and microglial activation in leading to neuronal injury. These insights suggest potential therapeutic modalities and make possible clinical trials for cognitive impairment.
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de Amorim JC, Kishimoto ST, Elorza CLC, Cavaletti FA, Marini R, Silva CA, Saad-Magalhães C, Fernandes PT, Brunner HI, Appenzeller S. Cross-cultural adaptation and initial validation of the Brazilian-Portuguese version of the pediatric automated neuropsychological assessment metrics. Front Psychol 2022; 13:945425. [PMID: 36186297 PMCID: PMC9524254 DOI: 10.3389/fpsyg.2022.945425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 08/15/2022] [Indexed: 12/01/2022] Open
Abstract
Automated neuropsychiatric batteries have been used in research and clinical practice, including for chronic diseases, such as Systemic Lupus Erythematosus. The Pediatric Automated Neuropsychological Assessment Metrics battery (Ped-ANAM), originally developed for use in American-English speaking individuals, allows tracking of cognitive functions. It can be applied to people over 9 years old. The aim of this study was to translate and present initial validation data from the Ped-ANAM into Brazilian-Portuguese. We translated the battery according to Beaton’s guidelines. Psychometric properties were tested, internal consistency was analyzed by Cronbach’s alpha coefficient, test-retest reliability by the intraclass correlation coefficient (ICC). Further, we measured the test execution speed at both times as a temporal stability. Principal component analysis (PCA) was used for structural validity. Evidence of construct validity was assessed through assessment of the relationships with the Wechsler Intelligence Scales. All participants prior to the start of study related activities signed an informed consent form approved by the local ethics committee. A sample of 230 individuals [mean (range) of age: 23 (9 to 60) years; 65% females] was included; a subset of 51 individuals [mean (range) of age: 18 (9 to 57) years, 59% female] completed the Ped-ANAM twice to assess test-retest reliability, and another subset of 54 individuals [mean (range) of age: 20.4 (7 to 62) years; 67% female] completed the Wechsler Intelligence Scales for Children and Adult for assessment of the Ped-ANAM’s construct validity. Our results suggest that the internal consistency of the Ped-ANAM (Cronbach’s α = 0.890) and its subtest test-retest reliability were excellent (ICC: 0.59 to 0.94). There was no clustering in the Principal Components Analysis, suggestive of non-grouping of the evaluated variables. Construct validity assessment to the Wechsler Scales showed expected ranges of low to strong correlations (Spearman correlations: ρ = 0.40 to ρ = 0.69). We concluded that, based on the results of this study, a cross-culturally validated Brazilian-Portuguese version of the Ped-ANAM has been developed and it is a reliable tool for the screening cognitive function.
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Affiliation(s)
- Jaqueline Cristina de Amorim
- Post-graduate Program of Child and Adolescent Health, School of Medical Science, University of Campinas, Campinas, Brazil
- Laboratory of Autoimmune Diseases, School of Medical Science, University of Campinas, Campinas, Brazil
| | - Simone Thiemi Kishimoto
- Laboratory of Autoimmune Diseases, School of Medical Science, University of Campinas, Campinas, Brazil
| | | | | | - Roberto Marini
- Laboratory of Autoimmune Diseases, School of Medical Science, University of Campinas, Campinas, Brazil
- Department of Pediatrics, School of Medical Science, University of Campinas, Campinas, Brazil
| | - Clovis Artur Silva
- Child and Adolescent Institute, Clinical Hospital (HCFMUSP), São Paulo of University, São Paulo, Brazil
| | - Claudia Saad-Magalhães
- Pediatric Rheumatology Division, Botucatu School of Medicine, São Paulo State University (UNESP), São Paulo, Brazil
| | - Paula Teixeira Fernandes
- Department of Sport Sciences, Faculty of Physical Education, University of Campinas, Campinas, Brazil
| | - Hermine I. Brunner
- Division of Rheumatology, Children’s Hospital Medical Center, University of Cincinnati, Cincinnati, OH, United States
| | - Simone Appenzeller
- Laboratory of Autoimmune Diseases, School of Medical Science, University of Campinas, Campinas, Brazil
- Department of Orthopedics, Rheumatology, and Traumatology, School of Medical Science, University of Campinas, Campinas, Brazil
- *Correspondence: Simone Appenzeller,
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