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Siger M, Wydra J, Wildner P, Podyma M, Puzio T, Matera K, Stasiołek M, Świderek-Matysiak M. Differences in Brain Atrophy Pattern between People with Multiple Sclerosis and Systemic Diseases with Central Nervous System Involvement Based on Two-Dimensional Linear Measures. J Clin Med 2024; 13:333. [PMID: 38256467 PMCID: PMC10816254 DOI: 10.3390/jcm13020333] [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: 11/02/2023] [Revised: 01/02/2024] [Accepted: 01/04/2024] [Indexed: 01/24/2024] Open
Abstract
Conventional brain magnetic resonance imaging (MRI) in systemic diseases with central nervous system involvement (SDCNS) may imitate MRI findings of multiple sclerosis (MS). In order to better describe the MRI characteristics of these conditions, in our study we assessed brain volume parameters in MS (n = 58) and SDCNS (n = 41) patients using two-dimensional linear measurements (2DLMs): bicaudate ratio (BCR), corpus callosum index (CCI) and width of third ventricle (W3V). In SDCNS patients, all 2DLMs were affected by age (CCI p = 0.005, BCR p < 0.001, W3V p < 0.001, respectively), whereas in MS patients only BCR and W3V were (p = 0.001 and p = 0.015, respectively). Contrary to SDCNS, in the MS cohort BCR and W3V were associated with T1 lesion volume (T1LV) (p = 0.020, p = 0.009, respectively) and T2 lesion volume (T2LV) (p = 0.015, p = 0.009, respectively). CCI was associated with T1LV in the MS cohort only (p = 0.015). Moreover, BCR was significantly higher in the SDCNS group (p = 0.01) and CCI was significantly lower in MS patients (p = 0.01). The best predictive model to distinguish MS and SDCNS encompassed gender, BCR and T2LV as the explanatory variables (sensitivity 0.91; specificity 0.68; AUC 0.86). Implementation of 2DLMs in the brain MRI analysis of MS and SDCNS patients allowed for the identification of diverse patterns of local brain atrophy in these clinical conditions.
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Affiliation(s)
- Małgorzata Siger
- Department of Neurology, Medical University of Lodz, Kopcinskiego Street 22, 90-414 Lodz, Poland; (M.S.); (P.W.); (M.Ś.-M.)
| | - Jacek Wydra
- Pixel Technology LLC, Piekna 1, 93-558 Lodz, Poland; (J.W.); (M.P.); (T.P.); (K.M.)
| | - Paula Wildner
- Department of Neurology, Medical University of Lodz, Kopcinskiego Street 22, 90-414 Lodz, Poland; (M.S.); (P.W.); (M.Ś.-M.)
| | - Marek Podyma
- Pixel Technology LLC, Piekna 1, 93-558 Lodz, Poland; (J.W.); (M.P.); (T.P.); (K.M.)
| | - Tomasz Puzio
- Pixel Technology LLC, Piekna 1, 93-558 Lodz, Poland; (J.W.); (M.P.); (T.P.); (K.M.)
| | - Katarzyna Matera
- Pixel Technology LLC, Piekna 1, 93-558 Lodz, Poland; (J.W.); (M.P.); (T.P.); (K.M.)
| | - Mariusz Stasiołek
- Department of Neurology, Medical University of Lodz, Kopcinskiego Street 22, 90-414 Lodz, Poland; (M.S.); (P.W.); (M.Ś.-M.)
| | - Mariola Świderek-Matysiak
- Department of Neurology, Medical University of Lodz, Kopcinskiego Street 22, 90-414 Lodz, Poland; (M.S.); (P.W.); (M.Ś.-M.)
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Khan MI, Qureshi H, Akhtar S, Bae SJ, Hassan F. Prevalence of neuropsychiatric disorders in patients with systemic lupus erythematosus in Pakistan: A systematic review and meta-analysis. Front Psychiatry 2023; 14:1098734. [PMID: 36816415 PMCID: PMC9931908 DOI: 10.3389/fpsyt.2023.1098734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 01/16/2023] [Indexed: 02/05/2023] Open
Abstract
Introduction By conducting a systematic review and meta-analysis, we investigated the prevalence of neuropsychiatric (NP) symptoms among systemic lupus erythematosus (SLE) patients in Pakistan. Methods In this review work, three electronic databases (Web of Science, MEDLINE, and Google Scholar) and local databases were screened for 20 years from 1 January 2002 to 30 September 2022, to identify the articles evaluating the prevalence of NP symptoms in SLE patients in Pakistan. We performed a random-effects meta-analysis to estimate the prevalence of NPSLE. Statistical heterogeneity was measured by the I2 index, and subgroup meta-analyses were used to access the statistical heterogeneity. Furthermore, meta-regression models were used to examine the associations between prevalence estimates and study characteristics of interest. Three independent authors reviewed existing studies, extracted data, and rated the qualities of selected studies. This review was registered on PROSPERO (Registration no. CRD42022361798). Results Thirteen studies met the inclusion criteria out of the 322 studies with a total of 2,003 SLE patients for this systematic review and meta-analysis. The prevalence of NP disorders in SLE patients was estimated to be 30.42% (95% CI:18.26-44.11%), with cognitive dysfunction being the most common (31.51%; 95% CI:1.28-76.27%), followed by headache (10.22%; 95% CI: 0.00-33.43%), seizures (5.96%; 95% CI: 3.80-8.53%), psychosis (3.64%; 95% CI: 2.38-5.13%), and neuropathy is the least common (0.86%; 95% CI: 0.00-2.74%). The heterogeneity between studies was significant (p < 0.01). The pooled prevalence of NP disorders among SLE patients was found highest in Punjab (41.21%) and lowest in Sindh (17.60%). Conclusion Findings from this study revealed that SLE patients have a high prevalence of NP disorders. The most common symptoms were cognitive dysfunctions, headaches, seizures, psychosis, and neuropathy. Clinicians can manage these potentially deadly and disabling diseases more effectively if they understand the incidence of each NP symptom in SLE patients. NP symptoms among SLE patients are at their peak in Pakistan; policymakers should devise preventive strategies to curb the disease. Systematic review registration https://www.crd.york.ac.uk/prospero/display_record. php?RecordID=361798, identifier CRD42022361798.
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Affiliation(s)
- Muhammad Imran Khan
- Department of Industrial Engineering, Hanyang University, Seoul, Republic of Korea
| | - Humera Qureshi
- Department of Industrial Engineering, Hanyang University, Seoul, Republic of Korea
| | - Sohail Akhtar
- Department of Mathematics and Statistics, The University of Haripur, Haripur, Pakistan
| | - Suk Joo Bae
- Department of Industrial Engineering, Hanyang University, Seoul, Republic of Korea
| | - Fazal Hassan
- Department of Mathematics and Statistics, The University of Haripur, Haripur, Pakistan
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Cox JG, de Groot M, Cole JH, Williams SCR, Kempton MJ. A meta-analysis of structural MRI studies of the brain in systemic lupus erythematosus (SLE). Clin Rheumatol 2023; 42:319-326. [PMID: 36534349 PMCID: PMC9873736 DOI: 10.1007/s10067-022-06482-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 12/01/2022] [Accepted: 12/09/2022] [Indexed: 12/23/2022]
Abstract
A comprehensive search of published literature in brain volumetry was conducted in three autoimmune diseases - systemic lupus erythematosus (SLE), rheumatoid arthritis (RA), and ulcerative colitis (UC) - with the intention of performing a meta-analysis of published data. Due to the lack of data in RA and UC, the reported meta-analysis was limited to SLE. The MEDLINE database was searched for studies from 1988 to March 2022. A total of 175 papers met the initial inclusion criteria, and 16 were included in a random-effects meta-analysis. The reduction in the number of papers included in the final analysis is primarily due to the lack of overlap in measured and reported brain regions. A significantly lower volume was seen in patients with SLE in the hippocampus, corpus callosum, and total gray matter volume measurements as compared to age- and sex-matched controls. There were not enough studies to perform a meta-analysis for RA and UC; instead, we include a summary of published volumetric studies. The meta-analyses revealed structural brain abnormalities in patients with SLE, suggesting that lower global brain volumes are associated with disease status. This volumetric difference was seen in both the hippocampus and corpus callosum and total gray matter volume measurements. These results indicate both gray and white matter involvements in SLE and suggest there may be both localized and global reductions in brain volume.
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Affiliation(s)
- Jennifer G Cox
- Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK.
| | | | - James H Cole
- Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK
- Dementia Research Centre, Institute of Neurology, University College London, London, UK
| | - Steven C R Williams
- Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Matthew J Kempton
- Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
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Microstructural Changes in the Corpus Callosum in Systemic Lupus Erythematous. Cells 2023; 12:cells12030355. [PMID: 36766697 PMCID: PMC9913100 DOI: 10.3390/cells12030355] [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: 10/13/2022] [Revised: 11/02/2022] [Accepted: 11/21/2022] [Indexed: 01/20/2023] Open
Abstract
Central nervous system (CNS) involvement in childhood-onset systemic lupus erythematosus (cSLE) occurs in more than 50% of patients. Structural magnetic resonance imaging (MRI) has identified global cerebral atrophy, as well as the involvement of the corpus callosum and hippocampus, which is associated with cognitive impairment. In this cross-sectional study we included 71 cSLE (mean age 24.7 years (SD 4.6) patients and a disease duration of 11.8 years (SD 4.8) and two control groups: (1) 49 adult-onset SLE (aSLE) patients (mean age of 33.2 (SD 3.7) with a similar disease duration and (2) 58 healthy control patients (mean age of 29.9 years (DP 4.1)) of a similar age. All of the individuals were evaluated on the day of the MRI scan (Phillips 3T scanner). We reviewed medical charts to obtain the clinical and immunological features and treatment history of the SLE patients. Segmentation of the corpus callosum was performed through an automated segmentation method. Patients with cSLE had a similar mid-sagittal area of the corpus callosum in comparison to the aSLE patients. When compared to the control groups, cSLE and aSLE had a significant reduction in the mid-sagittal area in the posterior region of the corpus callosum. We observed significantly lower FA values and significantly higher MD, RD, and AD values in the total area of the corpus callosum and in the parcels B, C, D, and E in cSLE patients when compared to the aSLE patients. Low complement, the presence of anticardiolipin antibodies, and cognitive impairment were associated with microstructural changes. In conclusion, we observed greater microstructural changes in the corpus callosum in adults with cSLE when compared to those with aSLE. Longitudinal studies are necessary to follow these changes, however they may explain the worse cognitive function and disability observed in adults with cSLE when compared to aSLE.
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Lauvsnes MB, Zetterberg H, Blennow K, Kvaløy JT, Tjensvoll AB, Maroni S, Beyer MK, Greve OJ, Kvivik I, Alves G, Gøransson LG, Harboe E, Hirohata S, Omdal R. Neurofilament light in plasma is a potential biomarker of central nervous system involvement in systemic lupus erythematosus. J Neurol 2022; 269:3064-3074. [PMID: 34800169 DOI: 10.1007/s00415-021-10893-z] [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: 09/09/2021] [Revised: 11/04/2021] [Accepted: 11/05/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Neuropsychiatric manifestations (NP) are common in systemic lupus erythematosus (SLE). However, the pathophysiological mechanisms are not completely understood. Neurofilament light protein (NfL) is part of the neuronal cytoskeleton. Increased NfL concentrations, reflecting neurodegeneration, is observed in cerebrospinal fluid (CSF) in several neurodegenerative and neuroinflammatory conditions. We aimed to explore if plasma NfL could serve as a biomarker for central nervous system (CNS) involvement in SLE. METHODS Sixty-seven patients with SLE underwent neurological examination; 52 underwent lumbar puncture, while 62 underwent cerebral magnetic resonance imaging (MRI). We measured selected auto-antibodies and other laboratory variables postulated to have roles in NP pathophysiology in the blood and/or CSF. We used SPM12 software for MRI voxel-based morphometry. RESULTS Age-adjusted linear regression analyses revealed increased plasma NfL concentrations with increasing creatinine (β = 0.01, p < 0.001) and Q-albumin (β = 0.07, p = 0.008). We observed higher plasma NfL concentrations in patients with a history of seizures (β = 0.57, p = 0.014), impaired motor function (β = 0.36, p = 0.008), increasing disease activity (β = 0.04, p = 0.008), and organ damage (β = 0.10, p = 0.002). Voxel-based morphometry suggested an association between increasing plasma NfL concentrations and the loss of cerebral white matter in the corpus callosum and hippocampal gray matter. CONCLUSION Increased plasma NfL concentrations were associated with some abnormal neurological, cognitive, and neuroimaging findings. However, plasma NfL was also influenced by other factors, such as damage accrual, creatinine, and Q-albumin, thereby obscuring the interpretation of how plasma NfL reflects CNS involvement. Taken together, NfL in CSF seems a better marker of neuronal injury than plasma NfL in patients with SLE.
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Affiliation(s)
- Maria Boge Lauvsnes
- Department of Rheumatology, Stavanger University Hospital, Pb. 8100 Forus, 4068, Stavanger, Norway.
| | - Henrik Zetterberg
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- UK Dementia Research Institute at UCL, London, UK
- Department of Neurodegenerative Disease, UCL Institute of Neurology, London, UK
| | - Kaj Blennow
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
| | - Jan Terje Kvaløy
- Research Department, Stavanger University Hospital, Stavanger, Norway
- Department of Mathematics and Physics, Bioscience and Environmental Engineering, University of Stavanger, Stavanger, Norway
| | | | - Stian Maroni
- Clinical Neuropsychology Unit, Division of Psychiatry, Stavanger University Hospital, Stavanger, Norway
| | - Mona K Beyer
- Instiute of Clinical Medicine, University of Oslo, Oslo, Norway
- Division of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway
| | - Ole Jacob Greve
- Department of Radiology, Stavanger University Hospital, Stavanger, Norway
| | - Ingeborg Kvivik
- Research Department, Stavanger University Hospital, Stavanger, Norway
| | - Guido Alves
- Department of Neurology, Stavanger University Hospital, Stavanger, Norway
- The Norwegian Centre for Movement Disorders, Stavanger University Hospital, Stavanger, Norway
- Department of Chemistry, Bioscience and Environmental Engineering, University of Stavanger, Stavanger, Norway
| | - Lasse Gunnar Gøransson
- Department of Internal Medicine, Stavanger University Hospital, Stavanger, Norway
- Department of Clinical Science, Faculty of Medicine, University of Bergen, Bergen, Norway
| | - Erna Harboe
- Department of Internal Medicine, Stavanger University Hospital, Stavanger, Norway
| | - Shunsei Hirohata
- Department of Rheumatology and Infectious Diseases, Kitasato University School of Medicine, Sagamihara, Japan
| | - Roald Omdal
- Department of Rheumatology, Stavanger University Hospital, Pb. 8100 Forus, 4068, Stavanger, Norway
- Department of Clinical Science, Faculty of Medicine, University of Bergen, Bergen, Norway
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Ramirez GA, Rocca MA, Preziosa P, Bozzolo EP, Pagani E, Canti V, Moiola L, Rovere-Querini P, Manfredi AA, Filippi M. Quantitative MRI adds to neuropsychiatric lupus diagnostics. Rheumatology (Oxford) 2021; 60:3278-3288. [PMID: 33367829 DOI: 10.1093/rheumatology/keaa779] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 11/02/2020] [Indexed: 01/24/2023] Open
Abstract
OBJECTIVE Attributing neuropsychiatric manifestations to SLE is often challenging. Brain white matter lesions are frequent in SLE at MRI, but their diagnostic role is unclear. Here, we assessed whether white matter lesions count, volume and distribution measurement can help in the diagnosis of neuropsychiatric systemic lupus erythematosus (NPSLE). METHODS Brain dual-echo and 3D T1-weighted sequences were acquired from 32 patients with SLE and 32 healthy controls with a 3 T-scanner and employed to derive T2-hyperintense lesion volume (T2LV), number (T2LN) and probability maps (LPM) using a semi-automatic local thresholding segmentation technique. NPSLE was classified as per the ACR nomenclature, the Italian Society for Rheumatology algorithm and by clinical impression. Clinical descriptors including the SLE International Collaborating Clinics/ACR damage index (SDI) were also recorded. RESULTS Higher T2LV were observed in SLE vs healthy controls (P < 0.001) and in NPSLE vs other SLE (P =0.006). Patients with NPSLE also had higher T2LN (P =0.003) compared with other SLE. In SLE, T2LPM revealed a high prevalence of lesions in the splenium of the corpus callosum, right superior longitudinal fasciculus and right corona radiata. T2LV and T2LN correlated with SLE duration (rho = 0.606; P <0.001 and rho = 0.483; P =0.005, respectively) and age (rho = 0.478; P =0.006 and rho = 0.362; P = 0.042, respectively). T2LV also correlated with SDI (rho = 0.352; P =0.048). SLE patients with fatigue had lower T2LN (P =0.038) compared with patients without fatigue. Thresholds of T2LV ≥ 0.423 cm3 or of T2LN ≥ 12 were associated with definite NPSLE and improved the classification of patients with possible NPSLE per clinical impression. CONCLUSION Brain white matter lesions (WML) quantitation adds to NPSLE diagnostics.
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Affiliation(s)
- Giuseppe A Ramirez
- Università Vita-Salute San Raffaele.,Unit of Immunology, Rheumatology, Allergy and Rare Diseases.,Division of Immunogy, Transplantation & Infectious Diseases
| | | | | | | | | | | | | | - Patrizia Rovere-Querini
- Università Vita-Salute San Raffaele.,Division of Immunogy, Transplantation & Infectious Diseases
| | - Angelo A Manfredi
- Università Vita-Salute San Raffaele.,Unit of Immunology, Rheumatology, Allergy and Rare Diseases.,Division of Immunogy, Transplantation & Infectious Diseases
| | - Massimo Filippi
- Università Vita-Salute San Raffaele.,Neuroimaging Research Unit.,Neurology Unit.,Neurophysiology Unit, IRCCS Ospedale San Raffaele, Milan, Italy
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Monahan RC, Inglese F, Middelkoop H, van Buchem M, Huizinga TW, Kloppenburg M, Ronen I, Steup-Beekman GM, de Bresser J. White matter hyperintensities associate with cognitive slowing in patients with systemic lupus erythematosus and neuropsychiatric symptoms. RMD Open 2021; 7:rmdopen-2021-001650. [PMID: 34321253 PMCID: PMC8320250 DOI: 10.1136/rmdopen-2021-001650] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 07/17/2021] [Indexed: 12/31/2022] Open
Abstract
Objective To compare cognitive function between patients with different phenotypes of neuropsychiatric systemic lupus erythematosus (NPSLE) and assess its association with brain and white matter hyperintensity (WMH) volumes. Methods Patients attending the Leiden University Medical Centre NPSLE clinic between 2007 and 2015 without large brain infarcts were included (n=151; 42±13 years, 91% women). In a multidisciplinary consensus meeting, neuropsychiatric symptoms were attributed to systemic lupus erythematosus (SLE) (NPSLE, inflammatory (n=24) or ischaemic (n=12)) or to minor/non-NPSLE (n=115). Multiple regression analyses were performed to compare cognitive function between NPSLE phenotypes and to assess associations between brain and WMH volumes and cognitive function cross-sectionally. Results Global cognitive function was impaired in 5%, learning and memory (LM) in 46%, executive function and complex attention (EFCA) in 39% and psychomotor speed (PS) in 46% of all patients. Patients with inflammatory NPSLE showed the most cognitive impairment in all domains (p≤0.05). Higher WMH volume associated with lower PS in the total group (B: −0.14 (95% CI −0.32 to −0.02)); especially in inflammatory NPSLE (B: −0.36 (95% CI −0.60 to −0.12). In the total group, lower total brain volume and grey matter volume associated with lower cognitive functioning in all domains (all: 0.00/0.01 (0.00;0.01)) and lower white matter volume associated with lower LM, EFCA and PS (all: 0.00/0.01 (0.00;0.01)). Conclusion We demonstrated that an association between brain and WMH volumes and cognitive function is present in patients with SLE, but differs between (NP)SLE phenotypes. WMHs associated with PS especially in inflammatory NPSLE, which suggests a different, potentially more severe underlying pathophysiological mechanism of cognitive impairment in this phenotype.
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Affiliation(s)
| | - Francesca Inglese
- Department of Radiology, Leiden University Medical Centre, Leiden, the Netherlands
| | - Huub Middelkoop
- Department of Neurology, Leiden University Medical Centre, Leiden, the Netherlands.,Institute of Psychology, Health, Medical and Neuropsychology Unit, Leiden University, Leiden, the Netherlands
| | - Mark van Buchem
- Department of Radiology, Leiden University Medical Centre, Leiden, the Netherlands
| | - Tom Wj Huizinga
- Rheumatology, Leiden University Medical Centre, Leiden, the Netherlands
| | - Margreet Kloppenburg
- Rheumatology, Leiden University Medical Centre, Leiden, the Netherlands.,Department of Clinical Epidemiology, Leiden University Medical Centre, Leiden, the Netherlands
| | - Itamar Ronen
- Department of Radiology, Leiden University Medical Centre, Leiden, the Netherlands
| | - Gerda M Steup-Beekman
- Rheumatology, Leiden University Medical Centre, Leiden, the Netherlands.,Department of Rheumatology, Medisch Centrum Haaglanden, the Hague, the Netherlands
| | - Jeroen de Bresser
- Department of Radiology, Leiden University Medical Centre, Leiden, the Netherlands
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Meier AL, Bodmer NS, Wirth C, Bachmann LM, Ribi C, Pröbstel AK, Waeber D, Jelcic I, Steiner UC. Neuro-psychiatric manifestations in patients with systemic lupus erythematosus: A systematic review and results from the Swiss lupus cohort study. Lupus 2021; 30:1565-1576. [PMID: 34152246 PMCID: PMC8489688 DOI: 10.1177/09612033211025636] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Objectives Systemic lupus erythematosus (SLE) is a systemic autoimmune disease associated with neuro-psychiatric (NP) manifestations. Frequency and patterns of neuro-psychiatric systemic lupus erythematosus (NPSLE) vary substantially between patients. We conducted a systematic review (SR) of the literature and examined prevalence and characteristics of NPSLE in the Swiss SLE cohort study (SSCS). Methods The SR search was performed between January 1999 and January 2020. We included prospective/cross-sectional studies focusing on NPSLE. We secured study characteristics, cohort compositions and frequencies of NP manifestations, assessed heterogeneity across reports and investigated sources of variation using meta-regression models. Regarding the SSCS, we reviewed all patients included and classified NP manifestations. Results The SR searches identified 530 studies. We included 22 studies in our meta-analysis, the mean frequency of NPSLE ranged from 10.6% to 96.4%. The frequency of NPSLE in the SSCS was 28.1%. Severe events including cerebrovascular insults, seizures and psychosis appeared in 7.1%, 5.3% and 6.5% respectively. There was a linear relationship between duration of SLE and cumulative incidence of NPSLE. Conclusions The spectrum of NPSLE is very broad. The diagnostic work-up and rates of reported manifestations varied substantially across studies. We call for concerted efforts and consensus regarding definitions of NPSLE that will facilitate accurate diagnosis and attribution to SLE, particularly with a view to timely intervention and patient outcomes.
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Affiliation(s)
- Aline L Meier
- Department of Immunology, University Hospital of Zurich, Zurich, Switzerland
| | | | - Carla Wirth
- Medignition Healthcare Innovations, Zurich, Switzerland
| | | | - Camillo Ribi
- Division of Immunology and Allergy, Lausanne University Hospital, Lausanne, Switzerland
| | - Anne-Katrin Pröbstel
- Neurologic Clinic and Policlinic, Departments of Medicine and Biomedicine, University Hospital Basel and University of Basel, Basel, Switzerland
| | - David Waeber
- Departement of Psychiatry, University Hospital of Zurich, Zurich, Switzerland
| | - Ilijas Jelcic
- Departement of Neurology, University Hospital of Zurich, Zurich, Switzerland
| | - Urs C Steiner
- Department of Immunology, University Hospital of Zurich, Zurich, Switzerland
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Yuen K, Green R, Bingham K, Ruttan L, Lee-Kim V, Tartaglia MC, Anderson M, Zandy M, Choi MY, Fritzler MJ, Wither JE, Beaton DE, Katz P, Touma Z. Metrics and definitions used in the assessment of cognitive impairment in systemic lupus erythematosus: A systematic review. Semin Arthritis Rheum 2021; 51:819-830. [PMID: 34157577 DOI: 10.1016/j.semarthrit.2021.05.018] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 05/03/2021] [Accepted: 05/31/2021] [Indexed: 11/08/2022]
Abstract
OBJECTIVE To review: 1) degree of conformity to the American College of Rheumatology neuropsychological battery (ACR-NB) among studies that used a NB, 2) review definitions of cognitive impairment (CI) from studies that used a NB, and 3) characterize measurement tools used to assess CI in systemic lupus erythematosus (SLE). METHODS The literature search was conducted in Ovid Medline, Embase, and PsycINFO for articles on CI in adult SLE patients. We reviewed studies that used a NB and compared their tests to the ACR-NB to assess the degree of conformity. Definitions of CI from studies that used a NB were reviewed when sufficient information was available. We reviewed and categorized CI measurement tools into four broad categories: NB, screening, incomplete/mixed batteries, and computerized batteries. RESULTS Of 8727 references, 118 were selected for detailed review and 97 were included in the final analysis. Of 43 studies that used a NB, none of the studies used the ACR-NB exactly as published. Many studies supplemented with other tests. Overall, there was inconsistent use of ACR-NB tests. Definitions for CI varied, with cut-offs ranging from 1 to 3 standard deviations below normative values on domains/tests varying in type and number. The most frequently used measurement tool for assessing CI in SLE was a NB. Use of screening tests and computerized batteries have also increased over the last decade. CONCLUSION The assessment and definition of CI in SLE remains heterogeneous. A consensus meeting to address existing inconsistencies should be considered to harmonize the field of CI in SLE.
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Affiliation(s)
- Kimberley Yuen
- Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University of Toronto Lupus Clinic, EW, 1-412, 399 Bathurst Street, Toronto, Ontario, Canada; Queen's University School of Medicine, Kingston, Ontario, Canada
| | - Robin Green
- University Health Network- Toronto Rehabilitation Institute, Toronto, Ontario, Canada
| | - Kathleen Bingham
- University Health Network Centre for Mental Health, Toronto, Ontario, Canada
| | - Lesley Ruttan
- University Health Network- Toronto Rehabilitation Institute, Toronto, Ontario, Canada
| | - Victoria Lee-Kim
- Queen's University School of Medicine, Kingston, Ontario, Canada
| | | | - Melanie Anderson
- Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Moe Zandy
- Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University of Toronto Lupus Clinic, EW, 1-412, 399 Bathurst Street, Toronto, Ontario, Canada
| | - May Y Choi
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Marvin J Fritzler
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Joan E Wither
- Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Ontario, Canada
| | | | - Patricia Katz
- University of California at San Francisco, San Francisco, California, USA
| | - Zahi Touma
- Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Hospital, University of Toronto Lupus Clinic, EW, 1-412, 399 Bathurst Street, Toronto, Ontario, Canada.
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10
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Donnellan C, Cohen H, Werring DJ. Cognitive dysfunction and associated neuroimaging biomarkers in antiphospholipid syndrome: a systematic review. Rheumatology (Oxford) 2021; 61:24-41. [PMID: 34003972 PMCID: PMC8742819 DOI: 10.1093/rheumatology/keab452] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Objectives Cognitive dysfunction is common in patients with aPL (including primary APS or APS associated with SLE). Neuroimaging biomarkers may contribute to our understanding of mechanisms of cognitive dysfunction in these cohorts. This review aimed to investigate: (i) the prevalence of cognitive dysfunction in studies including neuroimaging biomarkers; and (ii) associations between cognition and neuroimaging biomarkers in patients with APS/aPL. Methods We conducted a systematic search of electronic databases PubMed, Science Direct, Scopus and PsycINFO, and included studies with descriptions of neuroimaging findings, cognitive dysfunction or both, in patients with aPL positivity (LA, IgG and IgM aCL and anti-β2 glycoprotein-I antibodies). Results Of 120 search results we included 20 eligible studies (6 APS, 4 SLE with APS/aPL and 10 NPSLE). We identified a medium risk of bias in 6/11 (54%) of cohort studies and 44% of case–control studies, as well as marked heterogeneity in cognitive assessment batteries, APS and aPL definitions, and neuroimaging modalities and protocols. The prevalence of cognitive dysfunction ranged between 11 and 60.5%. Structural MRI was the most common imaging modality, reporting cognitive dysfunction to be associated with white matter hyperintensities, ischaemic lesions and cortical atrophy (four with cerebral atrophy, two with white matter hyperintensities and two with cerebral infarcts). Conclusion Our findings confirm that cognitive impairment is commonly found in patients with aPL (including APS, SLE and NPSLE). The risk of bias, and heterogeneity in the cognitive and neuroimaging biomarkers reported does not allow for definitive conclusions.
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Affiliation(s)
- Claire Donnellan
- School of Nursing and Midwifery, Faculty of Health Sciences, University of Dublin, Trinity College Dublin, Dublin, Ireland
- Correspondence to: Claire Donnellan, School of Nursing and Midwifery, Faculty of Health Sciences, University of Dublin Trinity College, 2 Clare Street, Dublin 2, Ireland. E-mail:
| | - Hannah Cohen
- Department of Haematology, Haemostasis Research Unit, University College London, London, UK
| | - David J Werring
- Stroke Research Centre, UCL Queen Square Institute of Neurology, London, UK
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11
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Zarfeshani A, Carroll KR, Volpe BT, Diamond B. Cognitive Impairment in SLE: Mechanisms and Therapeutic Approaches. Curr Rheumatol Rep 2021; 23:25. [PMID: 33782842 PMCID: PMC11207197 DOI: 10.1007/s11926-021-00992-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/20/2021] [Indexed: 02/06/2023]
Abstract
A wide range of patients with systemic lupus erythematosus (SLE) suffer from cognitive dysfunction (CD) which severely impacts their quality of life. However, CD remains underdiagnosed and poorly understood. Here, we discuss current findings in patients and in animal models. Strong evidence suggests that CD pathogenesis involves known mechanisms of tissue injury in SLE. These mechanisms recruit brain resident cells, in particular microglia, into the pathological process. While systemic immune activation is critical to central nervous system injury, the current focus of therapy is the microglial cell and not the systemic immune perturbation. Further studies are critical to examine additional potential therapeutic targets and more specific treatments based on the cause and progress of the disease.
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Affiliation(s)
- Aida Zarfeshani
- Institute of Molecular Medicine, Feinstein Institutes for Medical Research, 350 Community Drive, Manhasset, NY, 11030, USA
| | - Kaitlin R Carroll
- Institute of Molecular Medicine, Feinstein Institutes for Medical Research, 350 Community Drive, Manhasset, NY, 11030, USA
| | - Bruce T Volpe
- Institute of Molecular Medicine, Feinstein Institutes for Medical Research, 350 Community Drive, Manhasset, NY, 11030, USA
| | - Betty Diamond
- Institute of Molecular Medicine, Feinstein Institutes for Medical Research, 350 Community Drive, Manhasset, NY, 11030, USA.
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12
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Ji-Ping Z, Chun-Xiao C, Chong-Feng D, Lei N, Xue-Jun L. The Value of Corpus Callosum Measurement in the Diagnosis of Cerebral Atrophy. Curr Med Imaging 2020; 16:682-687. [PMID: 32723239 DOI: 10.2174/1573405615666190724092047] [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: 01/26/2019] [Revised: 06/13/2019] [Accepted: 06/27/2019] [Indexed: 11/22/2022]
Abstract
OBJECTIVE The study aimed to investigate the relationship between the corpus callosum area (CCa) and the degree of cerebral atrophy in patients with cerebral atrophy. METHODS 119 patients with brain atrophy were grouped according to the degree of brain atrophy. Median sagittal CCa and intracranial area (ICa) were measured, and the ratio of corpus callosum to the intracranial area (CCa-ICa ratio) was calculated. The data were analyzed using ANOVA. RESULTS CCa significantly reduced in patients with cerebral atrophy, and the degree of cerebral atrophy was found to be positively correlated with the degree of reduction in the CCa. CONCLUSION The reduction in the CCa and the CCa-ICa ratio in the median sagittal can be used as a reference indicator for the diagnosis and grading of brain atrophy in clinical practice.
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Affiliation(s)
- Zhao Ji-Ping
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao 266003, China
| | - Cui Chun-Xiao
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao 266003, China
| | - Duan Chong-Feng
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao 266003, China
| | - Niu Lei
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao 266003, China
| | - Liu Xue-Jun
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao 266003, China
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13
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de Amorim JC, Frittoli RB, Pereira D, Postal M, Dertkigil SSJ, Reis F, Costallat LTL, Appenzeller S. Epidemiology, characterization, and diagnosis of neuropsychiatric events in systemic lupus erythematosus. Expert Rev Clin Immunol 2019; 15:407-416. [DOI: 10.1080/1744666x.2019.1564040] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Jaqueline Cristina de Amorim
- 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
| | - Renan Bazuco Frittoli
- Laboratory of Autoimmune Diseases, School of Medical Science, University of Campinas, Campinas, Brazil
- Graduate Program of Physiopathology, School of Medical Science, University of Campinas, Campinas, Brazil
| | - Danilo Pereira
- Laboratory of Autoimmune Diseases, School of Medical Science, University of Campinas, Campinas, Brazil
- Graduate Program of Physiopathology, School of Medical Science, University of Campinas, Campinas, Brazil
| | - Mariana Postal
- Laboratory of Autoimmune Diseases, School of Medical Science, University of Campinas, Campinas, Brazil
| | | | - Fabiano Reis
- Departament of Radiology, School of Medical Science, University of Campinas, Campinas, Brazil
| | - Lilian TL Costallat
- Rheumatology Unit, Department of Medicine-School of Medical Science, University of Campinas, Campinas, Brazil
| | - Simone Appenzeller
- Laboratory of Autoimmune Diseases, School of Medical Science, University of Campinas, Campinas, Brazil
- Rheumatology Unit, Department of Medicine-School of Medical Science, University of Campinas, Campinas, Brazil
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14
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Meloni A, Corda G, Saba L, Ferri GL, Mariotti S, Cocco C. Reduction of Total Brain and Cerebellum Volumes Associated With Neuronal Autoantibodies in Patients With APECED. J Clin Endocrinol Metab 2019; 104:150-162. [PMID: 30339230 DOI: 10.1210/jc.2018-01313] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Accepted: 10/15/2018] [Indexed: 01/16/2023]
Abstract
CONTEXT In autoimmune polyendocrinopathy-candidiasis-ectodermal dystrophy (APECED), autoantibodies (AutoAbs) labeling brain neurons were reported; conversely, brain MRI alterations associated with these AutoAbs were never reported. OBJECTIVES To describe brain alterations in APECED and to correlate them with AutoAbs against glutamic acid decarboxylase (GAD), tyrosine hydroxylase (TH), and 5-tryptophan hydroxylase (5-HT) neurons. DESIGN AND PARTICIPANTS Fourteen Sardinian patients with APECED and age-matched control subjects were recruited for MRI analysis and blood sampling to detect AutoAbs to GAD, TH, and 5-HT neurons by using rat brain sections. The majority of patients (n = 12) were investigated for AutoAbs a decade earlier, and 7 of 12 were positive for AutoAbs to GAD and TH neurons. MAIN OUTCOMES Patients with APECED had smaller cerebellum and gray matter volumes, with a ventricular enlargement and a total cerebrospinal fluid (CSF) increase, compared with controls (P < 0.01). In 11 of 14 patients, brain abnormalities were associated with AutoAbs to GAD or TH neurons (titer 1:100 to 15,000) that had persisted for 10 years in 7 of 11 patients. AutoAbs to 5-HT neurons were revealed in all patients with AutoAbs to TH neurons. A decrease in whole brain and cerebellum volumes (P = 0.028) was associated with AutoAbs to GAD neurons, and a CSF increase was associated with AutoAbs to GAD and TH/5-HT neurons (P < 0.05). HLA alleles did not appear to be involved in neuronal autoimmunity. CONCLUSIONS Brain alterations and neuronal AutoAbs were observed in 78.6% of Sardinian patients with APECED, suggesting a brain autoimmune reaction. Prolonged clinical follow-up must be conducted for the possible appearance of clinical neurologic consequences.
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Affiliation(s)
- Antonella Meloni
- Clinica Pediatrica II, Ospedale Pediatrico Microcitemico Antonio Cao, Clinical and Molecular Medicine, University of Cagliari, Cagliari (CA), Italy
- Sardinian APECED Association, Baunei (OG), Italy
| | - Giulia Corda
- NEF Laboratory, Department of Biomedical Sciences, University of Cagliari, Monserrato (CA), Italy
| | - Luca Saba
- Department of Radiology, AOU, University of Cagliari, Monserrato (CA), Italy
| | - Gian-Luca Ferri
- NEF Laboratory, Department of Biomedical Sciences, University of Cagliari, Monserrato (CA), Italy
| | - Stefano Mariotti
- Endocrinology Department of Medical Sciences and Public Health, University of Cagliari, Monserrato (CA), Italy
| | - Cristina Cocco
- NEF Laboratory, Department of Biomedical Sciences, University of Cagliari, Monserrato (CA), Italy
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15
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Magro-Checa C, Kumar S, Ramiro S, Beaart-van de Voorde L, Eikenboom J, Ronen I, de Bresser J, van Buchem M, Huizinga T, Steup-Beekman G. Are serum autoantibodies associated with brain changes in systemic lupus erythematosus? MRI data from the Leiden NP-SLE cohort. Lupus 2019; 28:94-103. [PMID: 30526327 PMCID: PMC6304692 DOI: 10.1177/0961203318816819] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Accepted: 11/09/2018] [Indexed: 12/30/2022]
Abstract
OBJECTIVE The effect of serum autoantibodies on the brain of systemic lupus erythematosus (SLE) patients remains unclear. We investigated whether serum autoantibodies, individually and assessed in groups, are associated with specific brain-MRI abnormalities or whether these structural changes are associated with other SLE-related or traditional cardiovascular disease risk factors. METHODS All patients underwent brain 3Tesla-MRI. White matter hyperintensities (WMHs), ischemic lesions, inflammatory-like lesions and cerebral atrophy were scored. Serum autoantibodies analyzed included lupus anticoagulant (LAC), anticardiolipine (aCL) IgG and IgM (first 3 also grouped into antiphospholipid autoantibodies (aPL)), anti-dsDNA, anti-SSA, anti-SSB, anti-RNP, and anti-Sm (the latter 5 grouped into SLE-related autoantibodies). Associations were assessed using logistic regression analysis adjusted for potential confounders. Furthermore, a sensitivity analysis including anti-Beta2 glycoprotein-1 antibodies (anti-β2GP1) in the aPL group was performed and the potential modification role of the neuropsychiatric clinical status in the model was assessed. RESULTS 325 patients (mean age 42 years (SD 14), 89% female) were included. The following MRI-brain abnormalities were found: WMHs (71%), lacunar infarcts (21%), gliosis (11%), micro-hemorrhages (5%), large hemorrhages (2%), inflammatory-like lesions (6%) and atrophy (14%). No associations were found between individual or total SLE-related autoantibodies and inflammatory-like lesions. A higher number of positive aPL was associated with lacunar infarcts (OR 1.37 (95%CI 1.02-1.99) and gliosis (OR 2.15 (1.37-3.37)). LAC was associated with lacunar infarcts in white matter (OR 3.38 (1.32-8.68)) and atrophy (OR 2.49 (1.01-6.15)), and aCL IgG with gliosis (OR 2.71 (1.05-7.02)). Among other variables, SLE patients with hypertension presented a higher chance for WMHs (OR 5.61 (2.52-12.48)) and lacunar infarcts in WM (OR 2.52 (1.10-5.74)) and basal ganglia (OR 8.34 (2.19-31.70)), while cumulative SLE-damage was correlated with lacunar infarcts in WM (OR 1.43 (1.07-1.90)), basal ganglia (OR 1.72 (1.18-2.51)) and cerebellum (OR 1.79 (1.33-2.41)). These associations were confirmed in the sensitivity analysis. CONCLUSIONS Brain abnormalities in SLE represent different underlying pathogenic mechanisms. aPL are associated with ischemic brain changes in SLE, while the presence of SLE-related serum autoantibodies is not related to inflammatory-like lesions. Hypertension and cumulative SLE-damage associate with ischemic MRI-brain changes in SLE, suggesting the importance of accelerated atherosclerosis in this process.
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Affiliation(s)
- C. Magro-Checa
- Department of Rheumatology, Leiden
University Medical Center, Leiden, the Netherlands
- Department of Rheumatology, Zuyderland
Medical Center, Heerlen, the Netherlands
| | - S. Kumar
- Department of Neuroradiology,
National
Neuroscience Institute, Singapore
| | - S. Ramiro
- Department of Rheumatology, Leiden
University Medical Center, Leiden, the Netherlands
- Department of Rheumatology, Zuyderland
Medical Center, Heerlen, the Netherlands
| | | | - J. Eikenboom
- Department of Thrombosis and Hemostasis,
Leiden University Medical Center, Leiden, the Netherlands
| | - I. Ronen
- CJ Gorter Center for High Field MRI,
Department of Radiology, Leiden University Medical Center, Leiden, the
Netherlands
| | - J de Bresser
- Department of Radiology, Leiden
University Medical Center, Leiden, The Netherlands
| | - M.A van Buchem
- Department of Radiology, Leiden
University Medical Center, Leiden, The Netherlands
| | - T.W. Huizinga
- Department of Rheumatology, Leiden
University Medical Center, Leiden, the Netherlands
| | - G.M. Steup-Beekman
- Department of Rheumatology, Leiden
University Medical Center, Leiden, the Netherlands
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16
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Rayes HA, Tani C, Kwan A, Marzouk S, Colosimo K, Medina-Rosas J, Mustafa A, Su J, Lambiris P, Mosca M, Touma Z. What is the prevalence of cognitive impairment in lupus and which instruments are used to measure it? A systematic review and meta-analysis. Semin Arthritis Rheum 2018; 48:240-255. [DOI: 10.1016/j.semarthrit.2018.02.007] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2017] [Revised: 01/10/2018] [Accepted: 02/16/2018] [Indexed: 11/30/2022]
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17
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Kalinowska-Lyszczarz A, Pawlak MA, Pietrzak A, Pawlak-Bus K, Leszczynski P, Puszczewicz M, Paprzycki W, Kozubski W, Michalak S. Distinct regional brain atrophy pattern in multiple sclerosis and neuropsychiatric systemic lupus erythematosus patients. Lupus 2018; 27:1624-1635. [PMID: 29950159 DOI: 10.1177/0961203318781004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Differentiation of systemic lupus erythematosus (SLE) from multiple sclerosis (MS) can be challenging, especially when neuropsychiatric (NP) symptoms are accompanied by white matter lesions in the brain. Given the lack of discriminative power of currently applied tools for their differentiation, there is an unmet need for other measures that can aid in distinguishing between the two autoimmune disorders. In this study we aimed at exploring whether brain atrophy measures could serve as markers differentiating MS and SLE. Thirty-seven relapsing-remitting MS and 38 SLE patients with nervous system manifestations, matched according to age and disease duration, underwent 1.5 Tesla magnetic resonance imaging (MRI), including volumetric sequences, and clinical assessment. Voxelwise analysis was performed using ANTS-SyN elastic registration protocol, FSL Randomise and Gamma methods. Cortical and subcortical segmentation was performed with Freesurfer 5.3 pipeline using T1-weighted MPRAGE sequence data. Using MRI volumetric markers of general and subcortical gray matter atrophy and clinical variables, we built a stepwise multivariable logistic diagnostic model to identify MRI parameters that best differentiate MS and SLE patients. We found that the best volumetric predictors to distinguish them were: fourth ventricle volume (sensitivity 0.86, specificity 0.57, area under the curve, AUC 0.77), posterior corpus callosum (sensitivity 0.81, specificity 0.57, AUC 0.68), and third ventricle to thalamus ratio (sensitivity 0.42, specificity 0.84, AUC 0.65). The same classifiers were identified in a subgroup analysis that included patients with a short disease duration. In MS brain atrophy and lesion load correlated with clinical disability, while in SLE age was the main determinant of brain volume. This study proposes new imaging parameters for differential diagnosis of MS and SLE with central nervous system involvement. We show there is a different pattern of atrophy in MS and SLE, and the key structural volumes that are differentially affected include fourth ventricle and posterior section of corpus callosum, followed by third ventricle to thalamus ratio. Different correlation patterns between volumetric and clinical data may suggest that while in MS atrophy is driven mainly by disease activity, in SLE it is mostly associated with age. However, these results need further replication in a larger cohort.
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Affiliation(s)
- A Kalinowska-Lyszczarz
- 1 Division of Neurochemistry and Neuropathology, Department of Neurology, Poznan University of Medical Sciences, Poznan, Poland
| | - M A Pawlak
- 2 Department of Neurology and Cerebrovascular Disorders, Poznan University of Medical Sciences, Poznan, Poland
| | - A Pietrzak
- 3 Department of Neurology, Poznan University of Medical Sciences, Poznan, Poland
| | - K Pawlak-Bus
- 4 Department of Rheumatology and Rehabilitation, Poznan University of Medical Sciences, Poznan, Poland
| | - P Leszczynski
- 4 Department of Rheumatology and Rehabilitation, Poznan University of Medical Sciences, Poznan, Poland
| | - M Puszczewicz
- 5 Department of Rheumatology and Internal Diseases, Poznan University of Medical Sciences, Poznan, Poland
| | - W Paprzycki
- 6 Department of Neuroradiology, Poznan University of Medical Sciences, Poznan, Poland
| | - W Kozubski
- 3 Department of Neurology, Poznan University of Medical Sciences, Poznan, Poland
| | - S Michalak
- 1 Division of Neurochemistry and Neuropathology, Department of Neurology, Poznan University of Medical Sciences, Poznan, Poland
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18
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Duarte-García A, Romero-Díaz J, Juárez S, Cicero-Casarrubias A, Fragoso-Loyo H, Núñez-Alvarez C, Llorente L, Sánchez-Guerrero J. Disease activity, autoantibodies, and inflammatory molecules in serum and cerebrospinal fluid of patients with Systemic Lupus Erythematosus and Cognitive Dysfunction. PLoS One 2018; 13:e0196487. [PMID: 29723220 PMCID: PMC5933704 DOI: 10.1371/journal.pone.0196487] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Accepted: 04/13/2018] [Indexed: 12/01/2022] Open
Abstract
Objective To determine if cognitive dysfunction in patients with systemic lupus erythematosus (SLE) derives from an inflammatory process with continuing disease activity, and increased levels of autoantibodies and inflammatory molecules in serum and cerebrospinal fluid (CSF). Methods 100 randomly selected patients participating in an inception SLE cohort were studied. At entry into the cohort, a standardized medical history and extensive laboratory tests profile, including autoantibodies were completed. Follow-up occurred every 3–6 months with assessment of lupus characteristics, comorbidities, and treatment. After a mean follow-up of six-years, cross-sectional evaluation of cognitive function was done with standardized tests, and in a subset of patients an extended profile of autoantibodies, cytokines and chemokines was measured in serum and CSF. Results At enrollment into the cohort, patients were 26.4±8.2 years of age and lupus duration 5.3±3.7 months. Moderate/severe cognitive dysfunction was diagnosed in 16 patients; in comparison to patients with normal cognitive function, they had lower education 9 vs. 12 years (P = 0.006), higher body mass index 26.7 vs. 24.3 (P = 0.03), positive IgG anticardiolipin antibodies 50% vs 18% (P = 0.009), and a higher median number of concomitant NPSLE syndromes 3 vs. 1, (P = 0.04). The prevalence of cardiovascular-risk factors, other auto-antibodies, lupus activity, treatment, and incidence of critical events did not differ. In serum and CSF, the levels of autoantibodies, cytokines and chemokine were similar, only CCL2 was elevated in CSF [886.1 (374.9–1439.7) vs. 515.8 (3.2–1958.2) pg/mL, P = 0.04]. Conclusion Scant evidence of inflammation in SLE patients with cognitive dysfunction was observed. Only a higher prevalence of IgG anticardiolipin antibodies in serum and increased levels of CCL2 in CSF were detected.
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Affiliation(s)
- Alí Duarte-García
- Department of Medicine, Division of Rheumatology,Mayo Clinic. Rochester, Minnesota, United States of America
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic. Rochester, Minnesota United States of America
| | - Juanita Romero-Díaz
- Department of Immunology and Rheumatology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, México City, México
| | - Sandra Juárez
- Department of Neurology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, México City, México
| | - Alba Cicero-Casarrubias
- Department of Immunology and Rheumatology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, México City, México
| | - Hilda Fragoso-Loyo
- Department of Immunology and Rheumatology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, México City, México
| | - Carlos Núñez-Alvarez
- Department of Immunology and Rheumatology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, México City, México
| | - Luis Llorente
- Department of Immunology and Rheumatology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, México City, México
| | - Jorge Sánchez-Guerrero
- Department of Medicine, Division of Rheumatology. Mount Sinai Hospital and University Health Network. Toronto, Ontario, Canada
- * E-mail:
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19
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Cannerfelt B, Nystedt J, Jönsen A, Lätt J, van Westen D, Lilja A, Bengtsson A, Nilsson P, Mårtensson J, Sundgren PC. White matter lesions and brain atrophy in systemic lupus erythematosus patients: correlation to cognitive dysfunction in a cohort of systemic lupus erythematosus patients using different definition models for neuropsychiatric systemic lupus erythematosus. Lupus 2018. [DOI: 10.1177/0961203318763533] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Aim The aim of this study was to evaluate the extent of white matter lesions, atrophy of the hippocampus and corpus callosum, and their correlation with cognitive dysfunction (CD), in patients diagnosed with systemic lupus erythematosus (SLE). Methods Seventy SLE patients and 25 healthy individuals (HIs) were included in the study. To evaluate the different SLE and neuropsychiatric SLE (NPSLE) definition schemes, patients were grouped both according to the American College of Rheumatology (ACR) definition, as well as the more stringent ACR-Systemic Lupus International Collaborating Clinics definition. Patients and HIs underwent a 3 Tesla brain MRI and a standardized neuropsychological test. MRI data were evaluated for number and volume of white matter lesions and atrophy of the hippocampus and corpus callosum. Differences between groups and subgroups were evaluated for significance. Number and volume of white matter lesions and atrophy of the hippocampus and corpus callosum were correlated to cognitive dysfunction. Results The total volume of white matter lesions was significantly larger in SLE patients compared to HIs ( p = 0.004). However, no significant differences were seen between the different SLE subgroups. Atrophy of the bilateral hippocampus was significantly more pronounced in patients with NPSLE compared to those with non-NPSLE (right: p = 0.010; left p = 0.023). Significant negative correlations between cognitive test scores on verbal memory and number and volume of white matter lesions were present. Conclusion SLE patients have a significantly larger volume of white matter lesions on MRI compared to HIs and the degree of white matter lesion volume correlates to cognitive dysfunction, specifically to verbal memory. No significant differences in the number or volume of white matter lesions were identified between subgroups of SLE patients regardless of the definition model used.
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Affiliation(s)
- B Cannerfelt
- Department of Clinical Sciences Lund, Radiology, Lund University, Lund, Sweden
| | - J Nystedt
- Department of Clinical Sciences Lund, Neurology, Lund University, Lund, Sweden
- Department of Clinical Sciences, Center for Imaging and Function, Skåne University hospital, Lund, Sweden
- Department of Clinical Sciences Lund, Neurology, Lund University, Lund, Sweden
| | - A Jönsen
- Department of Clinical Sciences Lund, Rheumatology, Lund University, Lund, Sweden
| | - J Lätt
- Department of Medical Imaging and Physiology, Skåne University Hospital, Lund, Sweden
| | - D van Westen
- Department of Clinical Sciences Lund, Radiology, Lund University, Lund, Sweden
- Department of Clinical Sciences, Center for Imaging and Function, Skåne University hospital, Lund, Sweden
| | - A Lilja
- Department of Clinical Sciences Lund, Radiology, Lund University, Lund, Sweden
| | - A Bengtsson
- Department of Clinical Sciences Lund, Rheumatology, Lund University, Lund, Sweden
| | - P Nilsson
- Department of Clinical Sciences Lund, Neurology, Lund University, Lund, Sweden
| | - J Mårtensson
- Department of Clinical Sciences Lund, Radiology, Lund University, Lund, Sweden
| | - P C Sundgren
- Department of Clinical Sciences Lund, Radiology, Lund University, Lund, Sweden
- Department of Clinical Sciences, Center for Imaging and Function, Skåne University hospital, Lund, Sweden
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20
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Leung JWH, Lau BWM, Chan VSF, Lau CS, So KF. Abnormal increase of neuronal precursor cells and exacerbated neuroinflammation in the corpus callosum in murine model of systemic lupus erythematosus. Restor Neurol Neurosci 2018; 34:443-53. [PMID: 27163251 PMCID: PMC4927870 DOI: 10.3233/rnn-160638] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Purpose: Systemic Lupus Erythematosus (SLE) is an autoimmune disease which is characterised by elevated levels of autoantibodies and cytokines in the body. Via alteration of the regulation of inflammation, damage to different organ systems, including the central nervous system (CNS), was found in SLE patients. Patients diagnosed with SLE were reported to suffer from different kinds of psychiatric signs and symptoms. As neurogenesis has been suggested to be a potential key player of psychiatric symptoms and emotional behavior disturbances, this study aims to investigate whether neurogenesis is altered in an animal model of SLE. Also, neuroinflammation was studied. Methods: Female NZB/W F1 mice were used as an animal model of SLE. Animals were divided into two groups: 1. pre-diseased mice (lupus-prone NZB/W F1 female mice, age 10–15 weeks, negative for proteinuria and with basal levels of serum anti-dsDNA autoantibodies) and 2. diseased mice (NZB/W F1 female mice, > 25 weeks of age, with elevated serum levels of anti-dsDNA autoantibodies and with persistent proteinuria of > 3 mg/ml for more than 2 weeks). Comparisons of the levels of neurogenesis and neuroinflammtion between two groups of mice were studied by the immunohistochemistry. Results: After the onset of SLE symptoms, a reduction of neurogenesis in the hippocampus was found, while there was a dramatic increase of doublecortin (DCX+) neuronal precursor cells in the corpus callosum (CC) and in the subventricular zone (SVZ). Meanwhile, exacerbated inflammation was present in the corpus callosum of the diseased mice, which was suggested by the increased number of GFAP+ cells and IBA-1+ cells. Conclusions: To the best of our knowledge, this is the first study showing an increase of neuronal precursor cells in the corpus callosum of the female NZB/W F1 mice. The present study suggests a coincidence but not a causal relationship between neurogenesis and neuroinflammation. The present results have also provided new insight showing that the altered neurogenesis and neuroinflammation may be a potential neurological mechanism for the cognitive and mood disturbance found in the SLE patients.
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Affiliation(s)
- Joseph Wai-Hin Leung
- Department of Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong
| | - Benson Wui-Man Lau
- Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong
| | - Vera Sau-Fong Chan
- Department of Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong
| | - Chak-Sing Lau
- Department of Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong
| | - Kwok-Fai So
- Department of Ophthalmology, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong.,State Key Laboratory of Brain and Cognitive Science, The University of Hong Kong, Hong Kong.,GHM Institute of CNS Regeneration, Jinan University, Guangzhou, China.,Co-innovation Center of Neuroregeneration, Nantong University, Jiangsu, China.,Ministry of Education CNS Regeneration International Collaborative Joint Laboratory, Jinan University, Guangzhou, China
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Liu S, Cheng Y, Zhao Y, Yu H, Lai A, Lv Z, Xu X, Luo C, Shan B, Xu L, Xu J. Clinical Factors Associated with Brain Volume Reduction in Systemic Lupus Erythematosus Patients without Major Neuropsychiatric Manifestations. Front Psychiatry 2018; 9:8. [PMID: 29449817 PMCID: PMC5799237 DOI: 10.3389/fpsyt.2018.00008] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Accepted: 01/12/2018] [Indexed: 01/11/2023] Open
Abstract
The aim of the study was to find structural brain changes in systemic lupus erythematosus patients without major neuropsychiatric manifestations [non-neuropsychiatric systemic lupus erythematosus (non-NPSLE)] using quantitative magnetic resonance imaging (MRI) and possible associations with clinical characteristics. 89 non-NPSLE patients with normal conventional MRI and 84 healthy controls (HCs) were recruited. The whole brain gray matter volume (GMV) and white matter volume (WMV) were calculated for each individual. We found obvious GMV and WMV reduction in the systemic lupus erythematosus (SLE) group compared with HCs. Female patients showed significant reduction of GMV and WMV compared with male patients. Patients treated with immunosuppressive agents (ISA) showed less WMV reduction than those without. Cognitive impairment was the most common subclinical neuropsychiatric manifestation and had a prevalence of 46.1%. Association between WMV reduction with cognitive impairment was found. Thus, we concluded that structural brain atrophy could happen even before occurrence of obvious neuropsychiatric signs and symptoms and was associated with subclinical symptoms such as cognitive impairment. ISA treatment might have a protective effect on the brain atrophy. Early treatment might prevent the progressive damage to the brain. More studies are needed to fully understand the complicated underlying mechanisms of brain atrophy in SLE.
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Affiliation(s)
- Shuang Liu
- Department of Rheumatology and Immunology, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Yuqi Cheng
- Department of Psychiatry, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Yueyin Zhao
- Department of Rheumatology and Immunology, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Hongjun Yu
- Magnetic Resonance Imaging Center, The First Hospital of Kunming, Kunming, China
| | - Aiyun Lai
- Department of Rheumatology and Immunology, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Zhaoping Lv
- Department of Rheumatology and Immunology, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Xiufeng Xu
- Department of Psychiatry, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Chunrong Luo
- Magnetic Resonance Imaging Center, The First Hospital of Kunming, Kunming, China
| | - Baoci Shan
- Key Laboratory of Nuclear Analysis, Institute of High Energy Physics, Chinese Academy of Sciences, Beijing, China
| | - Lin Xu
- Key Laboratory of Animal Models and Human Disease Mechanisms, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China
| | - Jian Xu
- Department of Rheumatology and Immunology, First Affiliated Hospital of Kunming Medical University, Kunming, China
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22
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Costallat BL, Ferreira DM, Lapa AT, Rittner L, Costallat LTL, Appenzeller S. Brain diffusion tensor MRI in systematic lupus erythematosus: A systematic review. Autoimmun Rev 2018; 17:36-43. [DOI: 10.1016/j.autrev.2017.11.008] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Accepted: 09/24/2017] [Indexed: 10/18/2022]
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Postal M, Lapa AT, Reis F, Rittner L, Appenzeller S. Magnetic resonance imaging in neuropsychiatric systemic lupus erythematosus: current state of the art and novel approaches. Lupus 2017; 26:517-521. [PMID: 28394232 DOI: 10.1177/0961203317691373] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Systemic lupus erythematosus is a chronic, inflammatory, immune-mediated disease affecting 0.1% of the general population. Neuropsychiatric manifestations in systemic lupus erythematosus have been more frequently recognized and reported in recent years, occurring in up to 75% of patients during the disease course. Magnetic resonance imaging is known to be a useful tool for the detection of structural brain abnormalities in neuropsychiatric systemic lupus erythematosus patients because of the excellent soft-tissue contrast observed with MRI and the ability to acquire multiplanar images. In addition to conventional magnetic resonance imaging techniques to evaluate the presence of atrophy and white matter lesions, several different magnetic resonance imaging techniques have been used to identify microstructural or functional abnormalities. This review will highlight different magnetic resonance imaging techniques, including the advanced magnetic resonance imaging methods used to determine central nervous system involvement in systemic lupus erythematosus.
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Affiliation(s)
- M Postal
- 1 Autoimmunity Lab, State University of Campinas, Brazil
| | - A Tamires Lapa
- 1 Autoimmunity Lab, State University of Campinas, Brazil
| | - F Reis
- 2 Department of Neurology, State University of Campinas, Brazil.,3 Department of Medicine, Rheumatology Unit, State University of Campinas, Brazil
| | - L Rittner
- 4 Faculty of Medical Engineering, State University of Campinas, Brazil
| | - S Appenzeller
- 2 Department of Neurology, State University of Campinas, Brazil.,3 Department of Medicine, Rheumatology Unit, State University of Campinas, Brazil
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24
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Muller S, Brun S, René F, de Sèze J, Loeffler JP, Jeltsch-David H. Autophagy in neuroinflammatory diseases. Autoimmun Rev 2017; 16:856-874. [DOI: 10.1016/j.autrev.2017.05.015] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2017] [Accepted: 05/20/2017] [Indexed: 12/12/2022]
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25
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Tamires Lapa A, Postal M, Angélica Sinicato N, Geraldo Ferreira W, Siqueira Bellini B, Teixeira Fernandes P, Rittner L, Marini R, Cendes F, Appenzeller S. Reduction of Cerebral and Corpus Callosum Volumes in Childhood-Onset Systemic Lupus Erythematosus: A Volumetric Magnetic Resonance Imaging Analysis. Arthritis Rheumatol 2017; 68:2193-9. [PMID: 26991912 DOI: 10.1002/art.39680] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2014] [Accepted: 03/08/2016] [Indexed: 01/17/2023]
Abstract
OBJECTIVE There have been few studies in which the prevalence of cerebral atrophy in childhood-onset systemic lupus erythematosus (SLE) was evaluated using magnetic resonance imaging (MRI) volumetric measurements. This study was undertaken to determine the prevalence of cerebral and corpus callosum atrophy in childhood-onset SLE and to determine the possible relationships between atrophy and clinical, laboratory, and treatment features of the disease. METHODS We included 76 patients with childhood-onset SLE (69 female and 7 male; median age 16 years) and 66 age- and sex-matched healthy controls. Neurologic manifestations were analyzed according to the American College of Rheumatology (ACR) criteria. These SLE patients were further assessed for clinical and laboratory manifestations of SLE, disease activity (using the SLE Disease Activity Index), damage (using the Systemic Lupus International Collaborating Clinics/ACR Damage Index), and current and cumulative drug exposures. Scans were performed with a Philips 3.0T MRI scanner using a standardized protocol. RESULTS Childhood-onset SLE patients had significantly smaller cerebral and corpus callosum volumes than controls (median cerebral volume 1,067.9 cm(3) versus 1,172.7 cm(3) and median corpus callosum volume 11.6 cm(3) versus 13.7 cm(3) ; P < 0.001). The presence of structural abnormalities was observed in 42 patients (55.3%) with childhood-onset SLE. The presence of cerebral atrophy was associated with anticardiolipin antibodies (aCL) (P = 0.02), anti-double-stranded DNA (P = 0.02), and cumulative corticosteroid dose (P = 0.04). The presence of corpus callosum atrophy was associated with low complement level (P = 0.006) and acute confusional state (P = 0.01). Serum levels of S100B or high molecular weight neurofilament and the presence of anti-ribosomal P were not associated with atrophy. CONCLUSION Structural brain abnormalities were observed in 55.3% of the patients and were associated with neuropsychiatric manifestations, aCL, and corticosteroid use. To determine permanent neurologic damage, longitudinal studies must be conducted in these patients.
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26
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Lin YR, Chou LC, Chen HC, Liou TH, Huang SW, Lin HW. Increased Risk of Dementia in Patients With Systemic Lupus Erythematosus: A Nationwide Population-Based Cohort Study. Arthritis Care Res (Hoboken) 2017; 68:1774-1779. [PMID: 27111329 DOI: 10.1002/acr.22914] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2015] [Revised: 03/25/2016] [Accepted: 04/05/2016] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Systemic lupus erythematosus (SLE) is a systemic autoimmune disorder characterized by varied clinical symptoms and can be comorbid with neuropsychiatric disorders. However, the association between SLE and dementia risk in patients with SLE remains unclear. In this study, we evaluated the incidence of dementia in patients with SLE. METHODS Patients were recruited from a nationwide cohort in 2004-2008 and categorized as SLE (n = 1,074; patients diagnosed with SLE) or non-SLE (n = 5,370; age- and sex-matched controls). Each patient was followed for up to 7 years, until either receiving a diagnosis of dementia or until December 31, 2010. Data were analyzed using the Kaplan-Meier method and Cox regression analysis. RESULTS The incidence rate of dementia was higher in the SLE cohort (357 per 100,000 person-years) than in the non-SLE cohort (180 per 100,000 person-years). Patients with SLE had a higher risk of dementia than did those without SLE (crude hazard ratio [HR] 1.92; P < 0.05). Cox regression analysis revealed an adjusted HR for dementia in the SLE cohort of 2.14 (P < 0.001), after adjustment for other comorbid diseases and variables. CONCLUSION Patients with SLE have a higher risk of dementia.
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Affiliation(s)
- Yu-Ru Lin
- Shuang Ho Hospital, Taipei Medical University, Taipei, Taiwan
| | - Lin-Chuan Chou
- Shuang Ho Hospital, Taipei Medical University, Taipei, Taiwan
| | - Hung-Chou Chen
- Shuang Ho Hospital and College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Tsan-Hon Liou
- Shuang Ho Hospital, College of Medicine, and Graduate Institute of Injury Prevention, Taipei Medical University, Taipei, Taiwan
| | - Shih-Wei Huang
- Shuang Ho Hospital and College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Hui-Wen Lin
- Soochow University and Evidence-Based Medicine Center, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
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27
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Lapa AT, Postal M, Sinicato NA, Bellini BS, Fernandes PT, Marini R, Appenzeller S. S100β is associated with cognitive impairment in childhood-onset systemic lupus erythematosus patients. Lupus 2017; 26:478-483. [DOI: 10.1177/0961203317691374] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Objective To investigate serologic S100β protein levels in childhood-onset SLE patients (cSLE) and to elucidate their association with disease activity and neuropsychiatric (NP) manifestations. Methods We included 71 cSLE patients (67 females; median age 18 years; range 9–37 and 53 (47 females; median age of 20 years; range 6–29) age and sex matched healthy controls. Neurological manifestations were analysed according to the American College of Rheumatology (ACR) criteria. Cognitive evaluation was performed in all participants using Wechsler Intelligence Scale for Children (WISC-III) and Wechsler Adult Intelligence Scale (WAIS), according to age, and validated in Portuguese. SLE patients were further assessed for clinical and laboratory SLE manifestations, disease activity (SLE Disease Activity Index (SLEDAI)), damage (Systemic Lupus International Collaborating Clinics/American College of Rheumatology Damage Index (SDI)) and current drug exposures. Sera S100β protein levels were measured by enzyme-linked immunosorbent assay using commercial kits. Results The median S100β protein level was 116.55 pg/mL (range 1.53–468.50) in cSLE and 54.98 pg/mL (range 0.69–181.00) in healthy controls ( p < 0.001). An association was observed between S100β protein and NP manifestations ( p = 0.03). The S100β protein levels was associated with cognitive impairment in cSLE patients ( p = 0.006). Conclusions S100β protein levels are increased in cSLE with cognitive impairment. S100β may be considered a potential biomarker that underlies central nervous system (CNS) dysfunction, especially cognitive impairment.
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Affiliation(s)
- A T Lapa
- Rheumatology Laboratory, Faculty of Medical Sciences, State University of Campinas, Brazil
| | - M Postal
- Rheumatology Laboratory, Faculty of Medical Sciences, State University of Campinas, Brazil
| | - N A Sinicato
- Rheumatology Laboratory, Faculty of Medical Sciences, State University of Campinas, Brazil
| | - B S Bellini
- Department of Paediatrics, Paediatric Rheumatology Unit, Faculty of Medical Science, State University of Campinas, Brazil
| | - PT Fernandes
- Department of Sport Sciences, Faculty of Physical Education, State University of Campinas, Brazil
| | - R Marini
- Department of Paediatrics, Paediatric Rheumatology Unit, Faculty of Medical Science, State University of Campinas, Brazil
- Department of Medicine, Rheumatology Unit, Faculty of Medical Science, State University of Campinas, Brazil
| | - S Appenzeller
- Department of Paediatrics, Paediatric Rheumatology Unit, Faculty of Medical Science, State University of Campinas, Brazil
- Department of Medicine, Rheumatology Unit, Faculty of Medical Science, State University of Campinas, Brazil
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Sarbu N, Toledano P, Calvo A, Roura E, Sarbu MI, Espinosa G, Lladó X, Cervera R, Bargalló N. Advanced MRI techniques: biomarkers in neuropsychiatric lupus. Lupus 2017; 26:510-516. [DOI: 10.1177/0961203316674820] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objectives The objective of this study was to determine whether advanced MRI could provide biomarkers for diagnosis and prognosis in neuropsychiatric systemic lupus erythematosus (NPSLE). Methods Our prospective study included 28 systemic lupus erythematosus (SLE) patients with primary central NPSLE, 22 patients without NPSLE and 20 healthy controls. We used visual scales to evaluate atrophy and white matter hyperintensities, voxel-based morphometry and Freesurfer to measure brain volume, plus diffusion-tensor imaging (DTI) to assess white matter (WM) and gray matter (GM) damage. We compared the groups and correlated MRI abnormalities with clinical data. Results NPSLE patients had less GM and WM than controls ( p = 0.042) in the fronto-temporal regions and corpus callosum. They also had increased diffusivities in the temporal lobe WM ( p < 0.010) and reduced fractional anisotropy in the right frontal lobe WM ( p = 0.018). High clinical scores, longstanding disease, and low serum C3 were associated with atrophy, lower fractional anisotropy and higher diffusivity in the fronto-temporal lobes. Antimalarial treatment correlated negatively with atrophy in the frontal cortex and thalamus; it was also associated with lower diffusivity in the fronto-temporal WM clusters. Conclusions Atrophy and microstructural damage in fronto-temporal WM and GM in NPSLE correlate with severity, activity and the time from disease onset. Antimalarial treatment seems to give some brain-protective effects.
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Affiliation(s)
- N Sarbu
- Department of Neuroradiology, Hospital Clinic, Barcelona, Spain
- Department of Magnetic Resonance Imaging and Neuroradiology, Erasme University of Brussels (ULB), Brussels, Belgium
| | - P Toledano
- Department of Autoimmune Diseases, Hospital Clinic, Barcelona, Spain
| | - A Calvo
- Magnetic Resonance Imaging Core Facility, Institut d'Investigacions Biomèdiques August Pi iSunyer (IDIBAPS), Barcelona, Spain
| | - E Roura
- Computer Vision and Robotics Group, University of Girona, Girona, Spain
| | - M I Sarbu
- Department of Rheumatology, Centre Hospitaliere Universitaire (CHU) Saint-Pierre and Erasme Hospital, ULB, Brussels, Belgium
| | - G Espinosa
- Department of Autoimmune Diseases, Hospital Clinic, Barcelona, Spain
| | - X Lladó
- Computer Vision and Robotics Group, University of Girona, Girona, Spain
| | - R Cervera
- Department of Autoimmune Diseases, Hospital Clinic, Barcelona, Spain
| | - N Bargalló
- Department of Neuroradiology, Hospital Clinic, Barcelona, Spain
- Magnetic Resonance Imaging Core Facility, Institut d'Investigacions Biomèdiques August Pi iSunyer (IDIBAPS), Barcelona, Spain
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Lapa AT, Pedro T, Francischinelli J, Coan AC, Costallat LTL, Cendes F, Appenzeller S. Abnormality in hippocampal signal intensity predicts atrophy in patients with systemic lupus erythematosus. Lupus 2016; 26:633-639. [DOI: 10.1177/0961203316673151] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Objectives To quantify signal abnormalities in the hippocampus (Hsig) of patients with systemic lupus erythematosus (SLE) and to determine if Hsig predict hippocampal atrophy (HA) in SLE. Methods We included all SLE patients and healthy age- and sex-matched individuals with two magnetic resonance imaging (MRI) scans performed with a minimum of 1 year interval. All individuals underwent a standardized neuropsychological evaluation. Individual results were converted into standard scores and compared to normative data. SLE patients were additionally assessed for disease activity (SLE Disease Activity Index (SLEDAI)), damage (Systemic Lupus International Collaborating Clinics/American College of Rheumatology Damage Index (SDI)), and the presence of antiphospholipid antibodies. MRI was performed on an Elscint 2 T scanner and T1 inversion recovery and T2 coronal images were used for analysis. Volumetric (HV) and signal quantification (Hsig) were determined by standardized protocols. Results We included 54 SLE patients (48 women; mean age 32.2 ± 10.56 years). Hsig were found at study entry in 15 (45.5%) patients. Hsig in the body and tail of non-atrophic hippocampi correlated with progression of volume loss during the follow-up period ( r = 0.8, p < 0.001). The presence of Hsig in the head of atrophic hippocampi correlated with progression of HA ( r = 0.73, p = 0.005) during the same period. No correlation of Hsig and disease activity or prednisone dose was observed. Conclusion HA is frequently observed in SLE patients and volume loss is progressive in a subgroup of patients. The evaluation of Hsig is an easy tool to determine patients that may have progressive hippocampal volume loss and should be followed more closely with MRI and cognitive evaluation.
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Affiliation(s)
- A T Lapa
- MSc Graduate (Postgraduate) Program in Child and Adolescent Health, Faculty of Medical Science, State University of Campinas, Brazil
| | - T Pedro
- Department of Neurology, Faculty of Medical Science, State University of Campinas, Brazil
| | - J Francischinelli
- Department of Neurology, Faculty of Medical Science, State University of Campinas, Brazil
| | - A C Coan
- Department of Neurology, Faculty of Medical Science, State University of Campinas, Brazil
| | - L T Lavras Costallat
- Department of Medicine, Faculty of Medical Science, State University of Campinas, Brazil
| | - F Cendes
- Department of Neurology, Faculty of Medical Science, State University of Campinas, Brazil
| | - S Appenzeller
- Department of Medicine, Faculty of Medical Science, State University of Campinas, Brazil
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Zimmermann N, Goulart Corrêa D, Tukamoto G, Netto T, Batista Pereira D, Paz Fonseca R, Gasparetto EL. Brain morphology and cortical thickness variations in systemic lupus erythematosus patients: Differences among neurological, psychiatric, and nonneuropsychiatric manifestations. J Magn Reson Imaging 2016; 46:150-158. [PMID: 27862544 DOI: 10.1002/jmri.25538] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2016] [Accepted: 10/18/2016] [Indexed: 12/28/2022] Open
Abstract
PURPOSE To determine whether systemic lupus erythematosus (SLE) affecting subcortical white matter volumes, deep gray matter volumes, and cortical thickness differ between groups of SLE patients with psychiatric (P-SLE), neurological (N-SLE), or nonneuropsychiatric (non-NPSLE) presentations. MATERIALS AND METHODS Sixty-seven participants were divided into three groups (P-SLE [n = 19], N-SLE [n = 12], and non-NPSLE [n = 36]) and examined with a 1.5T MRI scanner. The images were segmented in FreeSurfer software into volumetric and cortical thickness measures using T1 3D magnetization prepared rapid gradient echo-weighted imaging. For comparative analyses of volume, multivariate analyses of covariance (MANCOVA) were applied followed by Bonferroni post-hoc tests, with age as a covariate. For cortical thickness analyses, the groups were compared with the Query Design Estimate Contrast tool adjusted for age. RESULTS Globus pallidus volumes in both left (P ≤ 0.01) and right (P ≤ 0.05) hemispheres were larger in the N-SLE group than in the non-NPSLE group, and the left GP volume was greater in the N-SLE group than in the P-SLE group (P ≤ 0.05) (MANCOVA, post-hoc Bonferroni). The P-SLE group presented with thinning of cortical areas relative to the N-SLE (predominantly in the left parietal and right frontal and parietal regions) (P ≤ 0.05) and non-NPSLE (predominantly in parietal and occipital regions) (P ≤ 0.05) groups, whereas the N-SLE group presented with thickening of cortical areas (mostly right frontal and left parietal regions) relative to the non-NPSLE (P ≤ 0.05) and P-SLE groups. CONCLUSION N-SLE patients had greater local volumes and cortical thicknesses than the other two groups, whereas P-SLE patients presented with decreased volumes and cortical thinning. These findings provide evidence of distinct neuroanatomical abnormalities in neurological versus psychiatric manifestations of SLE. LEVEL OF EVIDENCE 2 Technical Efficacy: Stage 3 J. MAGN. RESON. IMAGING 2017;46:150-158.
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Affiliation(s)
- Nicolle Zimmermann
- Federal University of Rio de Janeiro, Department of Radiology, Rio de Janeiro, Brazil
| | - Diogo Goulart Corrêa
- Federal University of Rio de Janeiro, Department of Radiology, Rio de Janeiro, Brazil
| | - Gustavo Tukamoto
- Clínica de Diagnóstico Por Imagem, Multi-imagem, DASA, Rio de Janeiro, Brazil
| | - Tania Netto
- Federal University of Rio de Janeiro, Department of Radiology, Rio de Janeiro, Brazil
| | - Denis Batista Pereira
- Federal University of Rio de Janeiro, Department of Radiology, Rio de Janeiro, Brazil
| | - Rochele Paz Fonseca
- Pontifical Catholic University of Rio Grande do Sul, Department of Psychology, Porto Alegre, Brazil
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MR Diffusion Tractography to Identify and Characterize Microstructural White Matter Tract Changes in Systemic Lupus Erythematosus Patients. Acad Radiol 2016; 23:1431-1440. [PMID: 27746120 DOI: 10.1016/j.acra.2016.03.019] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2015] [Revised: 03/01/2016] [Accepted: 03/05/2016] [Indexed: 01/20/2023]
Abstract
PURPOSE Systemic lupus erythematosus (SLE) is a predominantly female autoimmune disease that can affect the central nervous system. Neuropsychiatric symptoms are found in 25-70% of SLE patients. Using diffusion tensor imaging, various studies have reported changes in white matter integrity in SLE patients with neuropsychiatric symptoms (NPSLE patients). The purpose of this study was to investigate if changes can be detected in the individual white matter tracts in SLE patients regardless if neuropsychiatric symptoms are present or not. MATERIALS AND METHODS Magnetic resonance diffusion tractography in several individual white matter tracts that are involved in language and memory tasks, including tracts to cortical association areas, was applied in 21 patients with NPSLE (mean age: 40.7 ± 12.8 years; range: 22-67 years), 18 patients with non-neurologic systemic lupus erythematosus (non-NPSLE) (mean age: 40.6 ± 12 years; range: 22-67 years), and 20 healthy control (HC) individuals (mean age: 40.64 ± 12.7 years; range: 19-60 years). Additional patients were evaluated; however, because of the inability to complete the scans required, they were excluded from the study. The fractional anisotropy of individual fiber tracts was measured and correlated with cognitive function and lupus disease severity index (Systemic Lupus Erythematosus Disease Activity Index [SLEDAI]) to assess predictability and diagnostic value of these measures for NPSLE. RESULTS Analyses of variance of the tractography data from the analysis of 21 tracts revealed decreased fractional anisotropy in uncinate fasciculus in the NPSLE patients when compared to non-NPSLE lupus patients and HC individuals (P = 0.002). Non-NPSLE patients also demonstrated decreased fractional anisotropy when compared to healthy patients (P = 0.03). Decreased fractional anisotropy was also identified in the corpus callosum and corona radiata in NPSLE patients when compared to HC individuals; however, these tracts did not show a significant difference between NPSLE and non-NPSLE patients. Decreased fractional anisotropy in the uncinate fasciculus correlated with low SLEDAI score (R2 = 0.32). CONCLUSIONS Diffusion tensor tractography corroborates findings of decreased white matter integrity within the anterior corona radiate as well as the corpus callosum as previously described. Specifically, our study identified changes in the uncinate fasciculus in NPSLE and non-NPSLE patients that correlate with clinical changes (SLEDAI scores) and are independent of conventional T2 lesion burden.
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The diagnosis and clinical management of the neuropsychiatric manifestations of lupus. J Autoimmun 2016; 74:41-72. [PMID: 27427403 DOI: 10.1016/j.jaut.2016.06.013] [Citation(s) in RCA: 107] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2016] [Accepted: 06/21/2016] [Indexed: 01/03/2023]
Abstract
Neuropsychiatric (NP) involvement in Systemic Lupus Erythematosus (SLE), can be a severe and troubling manifestation of the disease that heavily impacts patient's health, quality of life and disease outcome. It is one of the most complex expressions of SLE which can affect central, peripheral and autonomous nervous system. Complex interrelated pathogenetic mechanisms, including genetic factors, vasculopathy, vascular occlusion, neuroendocrine-immune imbalance, tissue and neuronal damage mediated by autoantibodies, inflammatory mediators, blood brain barrier dysfunction and direct neuronal cell death can be all involved. About NPSLE a number of issues are still matter of debate: from classification and burden of NPSLE to attribution and diagnosis. The role of neuroimaging and new methods of investigation still remain pivotal and rapidly evolving as well as is the increasing knowledge in the pathogenesis. Overall, two main pathogenetic pathways have been recognized yielding different clinical phenotypes: a predominant ischemic-vascular one involving large and small blood vessels, mediated by aPL, immune complexes and leuko-agglutination which it is manifested with more frequent focal NP clinical pictures and a predominantly inflammatory-neurotoxic one mediated by complement activation, increased permeability of the BBB, intrathecal migration of autoantibodies, local production of immune complexes and pro-inflammatory cytokines and other inflammatory mediators usually appearing as diffuse NP manifestations. In the attempt to depict a journey throughout NPSLE from diagnosis to a reasoned therapeutic approach, classification, epidemiology, attribution, risk factors, diagnostic challenges, neuroimaging techniques and pathogenesis will be considered in this narrative review based on the most relevant and recent published data.
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Hajighaemi F, Etemadifar M, Bonakdar ZS. Neuropsychiatric manifestations in patients with systemic lupus erythematosus: A study from Iran. Adv Biomed Res 2016; 5:43. [PMID: 27099856 PMCID: PMC4815521 DOI: 10.4103/2277-9175.178795] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2012] [Accepted: 05/12/2015] [Indexed: 12/31/2022] Open
Abstract
Background: Neuropsychiatric systemic lupus erythematosus (NPSLE) is a serious and well-known complication of systemic lupus erythematosus (SLE). There is limited evidence about the prevalence of NPSLE and its manifestations in Iran. The aim of this study was to study clinical and demographic characteristics of patients with NPSLE in an Iranian population. Materials and Methods: This was a cross-sectional study that was undertaken in two referral Clinics of Neurological and Rheumatological Disorders in Alzahra Hospital, Isfahan, Iran. Between March 2004 and June 2010, medical records of registered patients with SLE were examined. NPSLE was characterized using the American College of Rheumatology case definitions. Descriptive statistics and logistic regression were performed for statistical assessment. Results: Among 556 patients with SLE, 121 (21.7%) patients were diagnosed as NPSLE and enrolled in the study. Of whom, 94 patients were female (77.7%) and 27 patients were male (22.3%) with a female to male ratio of 3.48:1. The most common NPSLE manifestations were headache (38.8%), cerebrovascular disease (CVD) (38.8%) and seizure (26.4%). Thirty-nine patients have psychiatric disorders. Among them, 32 patients (26.4%) have periods of psychosis and mood disorder was found in 6 patients (5%). Conclusions: We identified NPSLE manifestations in 21.7% of patients; headache and CVD were the most frequent neurological manifestations. Continued studies into the pathogenesis of neurological involvement in patients with SLE are warranted.
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Affiliation(s)
| | - Masoud Etemadifar
- Department of Neurology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Zahra Sayed Bonakdar
- Department of Rheumatology and Internal Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
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Early cerebral volume reductions and their associations with reduced lupus disease activity in patients with newly-diagnosed systemic lupus erythematosus. Sci Rep 2016; 6:22231. [PMID: 26928214 PMCID: PMC4772001 DOI: 10.1038/srep22231] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2015] [Accepted: 02/08/2016] [Indexed: 01/24/2023] Open
Abstract
We examined if cerebral volume reduction occurs very early during the course of systemic lupus erythematosus (SLE), and observed prospectively whether gray (GMV) and white matter volumes (WMV) of the brain would improve with lowered SLE disease activity. T1-weighted MRI brain images were obtained from 14 healthy controls (HC) and 14 newly-diagnosed SLE patients within 5 months of diagnosis (S1) and after achieving low disease activity (S2). Whole brain voxel-based morphometry was used to detect differences in the GMV and WMV between SLE patients and HC and those between SLE patients at S1 and S2. SLE patients were found to have lower GMV than HC in the middle cingulate cortex, middle frontal gyrus and right supplementary motor area, and lower WMV in the superior longitudinal fasciculus, cingulum cingulate gyrus and inferior fronto-occipital fasciculus at both S1 and S2. Whole-brain voxel-wise analysis revealed increased GMV chiefly in the prefrontal regions at S2 compared to S1 in SLE patients. The GMV increase in the left superior frontal gyrus was significantly associated with lowered SLE disease activity. In conclusion, GMV and WMV reduced very early in SLE patients. Reduction of SLE disease activity was accompanied by region-specific GMV improvement in the prefrontal regions.
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Automatic Segmentation of the Corpus Callosum Using a Cell-Competition Algorithm: Diffusion Tensor Imaging-Based Evaluation of Callosal Atrophy and Tissue Alterations in Patients With Systemic Lupus Erythematosus. J Comput Assist Tomogr 2015; 39:781-6. [PMID: 26295188 DOI: 10.1097/rct.0000000000000282] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Patients with neuropsychiatric systemic lupus erythematosus (NPSLE) may exhibit corpus callosal atrophy and tissue alterations. Measuring the callosal volume and tissue integrity using diffusion tensor imaging (DTI) could help to differentiate patients with NPSLE from patients without NPSLE. Hence, this study aimed to use an automatic cell-competition algorithm to segment the corpus callosum and to investigate the effects of central nervous system (CNS) involvement on the callosal volume and tissue integrity in patients with SLE. METHODS Twenty-two SLE patients with (N = 10, NPSLE) and without (N = 12, non-NPSLE) CNS involvement and 22 control subjects were enrolled in this study. For volumetric measurement, a cell-competition algorithm was used to automatically delineate corpus callosal boundaries based on a midsagittal fractional anisotropy (FA) map. After obtaining corpus callosal boundaries for all subjects, the volume, FA, and mean diffusivity (MD) of the corpus callosum were calculated. A post hoc Tamhane's T2 analysis was performed to statistically compare differences among NPSLE, non-NPSLE, and control subjects. A receiver operating characteristic curve analysis was also performed to compare the performance of the volume, FA, and MD of the corpus callosum in differentiating NPSLE from other subjects. RESULTS Patients with NPSLE had significant decreases in volume and FA but an increase in MD in the corpus callosum compared with control subjects, whereas no significant difference was noted between patients without NPSLE and control subjects. The FA was found to have better performance in differentiating NPSLE from other subjects. CONCLUSIONS A cell-competition algorithm could be used to automatically evaluate callosal atrophy and tissue alterations. Assessments of the corpus callosal volume and tissue integrity helped to demonstrate the effects of CNS involvement in patients with SLE.
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Zimmermann N, Corrêa DG, Kubo TA, Netto TM, Pereira DB, Fonseca RP, Gasparetto EL. Global Cognitive Impairment in Systemic Lupus Erythematosus Patients: A Structural MRI Study. Clin Neuroradiol 2015; 27:23-29. [PMID: 25967601 DOI: 10.1007/s00062-015-0397-8] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2015] [Accepted: 04/11/2015] [Indexed: 01/17/2023]
Abstract
OBJECTIVE This study investigated differences in subcortical brain volumes of SLE patients with cognitive deficits (SLE-CD) and SLE patients with normal cognitive performance (SLE-CN), regardless of the presence of other neuropsychiatric symptoms. METHOD We studied 40 patients divided into two-matched groups (SLE-CD n = 20; SLE-CN n = 20), with age ranging from 21 to 63 years old (100 % female) and 14.73 ± 10.18 years of diagnosis. Magnetic resonance imaging exams were performed on a 1.5 T scanner. A neuropsychological flexible battery was applied individually, including reasoning/problem-solving, praxis, episodic and working memory, processing speed, language/fluency, executive functions (inhibition and flexibility), and sustained attention. Z score ≤ - 2.0 in any dimension was considered as a cut-off for being considered to possess cognitive deficits. One-way analyses of covariance (ANCOVA) were performed to compare the brain structure volumes between groups. The analyses were controlled for the effects of lupus-related neuropsychiatric disorders. RESULTS SLE patients with cognitive deficits had significantly smaller volumes in the left hippocampus, amygdala, and the right hippocampus than SLE patients without cognitive deficits. CONCLUSION SLE patients with cognitive deficits appeared to have reduced temporal lobe structures when compared with SLE without cognitive deficits. These results corroborate a systems vulnerability model that investigated temporal lobe vulnerability during normal aging and in other neurological disorders.
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Affiliation(s)
- Nicolle Zimmermann
- Department of Radiology, Federal University of Rio de Janeiro, Brigadeiro Trompowsky Avenue, Clementino Fraga Filho University Hospital, Room SSN29, 21941-590, Rio de Janeiro, Brazil.
| | - Diogo Goulart Corrêa
- Department of Radiology, Federal University of Rio de Janeiro, Brigadeiro Trompowsky Avenue, Clementino Fraga Filho University Hospital, Room SSN29, 21941-590, Rio de Janeiro, Brazil.,Department of Medical Physics, Diagnósticos da America S.A., DASA, 4666 das Américas Avenue, Barra da Tijuca, 22640-102, Rio de Janeiro, Brazil
| | - Tadeu Almodovar Kubo
- Department of Medical Physics, Diagnósticos da America S.A., DASA, 4666 das Américas Avenue, Barra da Tijuca, 22640-102, Rio de Janeiro, Brazil
| | - Tania Maria Netto
- Department of Radiology, Federal University of Rio de Janeiro, Brigadeiro Trompowsky Avenue, Clementino Fraga Filho University Hospital, Room SSN29, 21941-590, Rio de Janeiro, Brazil
| | - Denis Batista Pereira
- Department of Radiology, Federal University of Rio de Janeiro, Brigadeiro Trompowsky Avenue, Clementino Fraga Filho University Hospital, Room SSN29, 21941-590, Rio de Janeiro, Brazil
| | - Rochele Paz Fonseca
- Department of Psychology, Pontifical Catholic University of Rio Grande do Sul, 6681 Ipiranga Avenue, Building 11, Partenon, 90619-900, Porto Alegre, RS, Brazil
| | - Emerson Leandro Gasparetto
- Department of Radiology, Federal University of Rio de Janeiro, Brigadeiro Trompowsky Avenue, Clementino Fraga Filho University Hospital, Room SSN29, 21941-590, Rio de Janeiro, Brazil.,Department of Medical Physics, Diagnósticos da America S.A., DASA, 4666 das Américas Avenue, Barra da Tijuca, 22640-102, Rio de Janeiro, Brazil
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Piga M, Peltz MT, Montaldo C, Perra D, Sanna G, Cauli A, Mathieu A. Twenty-year brain magnetic resonance imaging follow-up study in Systemic Lupus Erythematosus: Factors associated with accrual of damage and central nervous system involvement. Autoimmun Rev 2015; 14:510-6. [PMID: 25617815 DOI: 10.1016/j.autrev.2015.01.010] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
To evaluate the long-term progression of cerebral MRI abnormalities in patients with longstanding SLE, 30 patients (age 53.5 ± 11.3) underwent brain MRI at baseline (b-MRI) and after 19.4 ± 3.7 years of follow-up (fu-MRI). Two neuroradiologists visually analyzed the MRIs comparing: 1) white matter hyperintensities (WMHIs), 2) cerebral volume, and 3) parenchymal defects; these outcomes were also built in a modified MRI scoring system (mMSS) to estimate the cumulative parenchymal damage. The independent risk factors for accrual of MRI brain damage, as well as the association between MRI abnormalities and the development of new neuropsychiatric (NP) manifestations classified according to the 1999 ACR case definition were also analyzed. Twenty-three patients (76.7%) showed worsening of mMSS; 19 (63.3%) had increased number and volume of WMHIs, 8 (26.7%) had significant cerebral volume loss, and 6 (20%) showed new ischemic parenchymal lesions. Only 6 patients had normal MRI. Antimalarial agents (p=0.006; OR 0.08) were protective against worsening of WMHIs. High cumulative dose of corticosteroids (p=0.026; OR 8.8) and dyslipidemia (p=0.044; OR 10.1) were associated with increased mMSS and cerebral volume loss, respectively. Higher mMSS score at baseline was independently associated with worsening of WMHIs (p=0.001; OR 5.7) and development of new NP events (p=0.019; OR 2.0); higher load of deep WMHIs at b-MRI (p=0.018; OR 2.0) was independently associated with stroke risk. This study shows that MRI brain damage in SLE patients progresses independently from NP involvement as effect of potentially modifiable risk factors and it is associated with increased risk of new NP events.
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Affiliation(s)
- Matteo Piga
- Chair of Rheumatology and Rheumatology Unit, University Clinic AOU of Cagliari, Italy.
| | | | | | - Daniela Perra
- Chair of Rheumatology and Rheumatology Unit, University Clinic AOU of Cagliari, Italy.
| | - Giovanni Sanna
- Graham Hughes Lupus Research Laboratory, Lupus Research Unit, The Rayne Institute, Division of Women's Health, King's College London, London, UK; Louise Coote Lupus Unit, Guy's and St Thomas' NHS Foundation Trust, St Thomas' Hospital, London, UK.
| | - Alberto Cauli
- Chair of Rheumatology and Rheumatology Unit, University Clinic AOU of Cagliari, Italy.
| | - Alessandro Mathieu
- Chair of Rheumatology and Rheumatology Unit, University Clinic AOU of Cagliari, Italy.
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Sarbu N, Alobeidi F, Toledano P, Espinosa G, Giles I, Rahman A, Yousry T, Capurro S, Jäger R, Cervera R, Bargalló N. Brain abnormalities in newly diagnosed neuropsychiatric lupus: systematic MRI approach and correlation with clinical and laboratory data in a large multicenter cohort. Autoimmun Rev 2014; 14:153-9. [PMID: 25461835 DOI: 10.1016/j.autrev.2014.11.001] [Citation(s) in RCA: 88] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2014] [Accepted: 10/05/2014] [Indexed: 01/24/2023]
Abstract
OBJECTIVES To describe brain magnetic resonance imaging (MRI) abnormalities in newly diagnosed neuropsychiatric lupus (NPSLE). To correlate them with clinical and laboratory data. METHODS This retrospective cross-sectional study included patients presenting NPSLE undergoing brain MRI within 6 months after onset between 2003 and 2012. Clinical and laboratory data were recorded. MRI findings were defined as inflammatory-like, large-vessel disease (LVD), and small-vessel disease (SVD); SVD was classified as white-matter hyperintensities (WMH), recent small subcortical infarcts, lacunes, microbleeds, and brain atrophy. RESULTS We included 108 patients (mean 40.6 ± 14.2 years; range 14-77), 91.7% women. The most frequent syndromes were headache (28.5%), cerebrovascular disease (15.5%), seizure (15.5%), and cognitive dysfunction (11.4%). Brain abnormalities were found in 59.3%. SVD was the most common (55.6%), followed by LVD (13%) and inflammatory-like lesions (6.5%). The most frequent SVD findings were WMH (53.7%), atrophy (18.5%), microbleeds (13.7%) and lacunes (11.1%). Cerebrovascular syndrome correlated with LVD (p = 0.001) and microbleeds (p = 0.002), cognitive dysfunction with WMH (p = 0.045) and myelopathy with inflammatory-like lesions (p = 0.020). Low C4 and CH50 correlated with inflammatory-like lesions (p < 0.001, p = 0.019) and lupus anticoagulant with WMH (p = 0.018), microbleeds (p = 0.002) and atrophy (p = 0.008). CONCLUSIONS Vascular disease is the hallmark of NPSLE. Certain syndromes and immunological patterns are prone to more extensive brain damage. MRI could provide significant clinical information and insights into the pathological substrate.
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Affiliation(s)
- Nicolae Sarbu
- Department of Neuroradiology, Hospital Clinic, Barcelona, Catalonia, Spain
| | - Farah Alobeidi
- Department of Neuroradiology, The National Hospital of Neurology and Neurosurgery, London, UK
| | - Pilar Toledano
- Department of Autoimmune Diseases, Hospital Clinic, Barcelona, Catalonia, Spain
| | - Gerard Espinosa
- Department of Autoimmune Diseases, Hospital Clinic, Barcelona, Catalonia, Spain
| | - Ian Giles
- Department of Rheumatology, University College Hospital, London, UK
| | - Anisur Rahman
- Department of Rheumatology, University College Hospital, London, UK
| | - Tarek Yousry
- Department of Neuroradiology, The National Hospital of Neurology and Neurosurgery, London, UK
| | - Sebastian Capurro
- Department of Neuroradiology, Hospital Clinic, Barcelona, Catalonia, Spain
| | - Rolf Jäger
- Department of Neuroradiology, The National Hospital of Neurology and Neurosurgery, London, UK
| | - Ricard Cervera
- Department of Autoimmune Diseases, Hospital Clinic, Barcelona, Catalonia, Spain
| | - Nuria Bargalló
- Department of Neuroradiology, Hospital Clinic, Barcelona, Catalonia, Spain; Magnetic Resonance Imaging Core Facility, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Catalonia, Spain.
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Jeltsch-David H, Muller S. Neuropsychiatric systemic lupus erythematosus: pathogenesis and biomarkers. Nat Rev Neurol 2014; 10:579-96. [DOI: 10.1038/nrneurol.2014.148] [Citation(s) in RCA: 174] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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White matter abnormalities and working memory impairment in systemic lupus erythematosus. Cogn Behav Neurol 2014; 26:63-72. [PMID: 23812169 DOI: 10.1097/wnn.0b013e31829d5c74] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE/BACKGROUND Many patients with systemic lupus erythematosus (SLE) have working memory deficits. Few studies have evaluated working memory performance and neurometabolite profile using magnetic resonance spectroscopy in SLE. METHODS We gave the Paced Auditory Serial Addition Test (PASAT), a measure of working memory, to 73 patients with SLE. We calculated total score, dyads, chunking, and cognitive fatigue. Using magnetic resonance spectroscopy, we determined the ratio of choline to creatine (Ch/Cr) in normal-looking right and left frontal lobe white matter. RESULTS Twenty-nine percent of patients showed impaired working memory on the PASAT. Total PASAT score inversely correlated with right and left frontal white matter Ch/Cr. Left frontal white matter Ch/Cr correlated with percent chunking and inversely correlated with total and percent dyads. Right frontal white matter Ch/Cr correlated with percent chunking and inversely correlated with total and percent dyads. There was no relationship between cognitive fatigue and either left or right frontal white matter Ch/Cr. Longer disease duration was associated with higher left frontal white matter Ch/Cr. Correlations remained significant when we considered disease duration and left frontal white matter Ch/Cr against total PASAT score and total dyads. CONCLUSIONS Patients with SLE were impaired on the PASAT. Lower total PASAT score and fewer dyads correlated with higher left frontal microstructural white matter damage, while cognitive fatigue did not. This pattern suggests that early white matter damage interferes with working memory in SLE and provides further insight into the neurobiological basis of mild cognitive dysfunction related to microstructural white matter injury.
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Gitelman DR, Klein-Gitelman MS, Ying J, Sagcal-Gironella ACP, Zelko F, Beebe DW, Difrancesco M, Parrish T, Hummel J, Beckwith T, Brunner HI. Brain morphometric changes associated with childhood-onset systemic lupus erythematosus and neurocognitive deficit. ACTA ACUST UNITED AC 2013; 65:2190-200. [PMID: 23666759 PMCID: PMC3840703 DOI: 10.1002/art.38009] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2012] [Accepted: 05/02/2013] [Indexed: 01/13/2023]
Abstract
OBJECTIVE To use structural magnetic resonance imaging (MRI) to characterize changes in gray matter and white matter volumes between patients with childhood-onset systemic lupus erythematosus (SLE) and matched controls, between patients with childhood-onset SLE with and those without neurocognitive deficit, and in relation to disease duration and treatment with steroids. METHODS Twenty-two patients with childhood-onset SLE and 19 healthy controls underwent high-resolution structural MRI. Probability density maps for gray matter and white matter were compared between groups. RESULTS Neuropsychological testing confirmed the presence of neurocognitive deficit in 8 patients with childhood-onset SLE. Multiple brain regions had reduced gray matter volume in the patients with childhood- onset SLE with neurocognitive deficit versus controls or patients with childhood-onset SLE without neurocognitive deficit. Neither disease duration nor cumulative oral or intravenous steroid doses accounted for decreases in gray matter. White matter volume was also reduced in patients with childhood-onset SLE with neurocognitive deficit, and the reduction was positively associated with both disease duration and cumulative oral steroid dose. Conversely, higher cumulative intravenous steroid doses were associated with higher white matter volumes. CONCLUSION Neurocognitive deficit in patients with childhood-onset SLE is associated with multifocal decreases in both gray and white matter volumes. Since only white matter volume changes are related to disease duration and cumulative oral steroid use, this may suggest that gray and white matter alterations relate to different underlying mechanisms. Further work is needed to understand the relationship between gray and white matter alterations in childhood-onset SLE, whether the underlying mechanisms relate to immunologic, vascular, or other causes, and whether the changes are reversible or preventable. Likewise, the protective properties of intravenous steroids in maintaining white matter volumes require confirmation in larger cohorts.
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Affiliation(s)
- Darren R Gitelman
- Northwestern University, Feinberg School of Medicine, Chicago, IL 60611, USA.
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Hou J, Lin Y, Zhang W, Song L, Wu W, Wang J, Zhou D, Zou Q, Fang Y, He M, Li H. Abnormalities of frontal-parietal resting-state functional connectivity are related to disease activity in patients with systemic lupus erythematosus. PLoS One 2013; 8:e74530. [PMID: 24069318 PMCID: PMC3771919 DOI: 10.1371/journal.pone.0074530] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2013] [Accepted: 08/02/2013] [Indexed: 12/14/2022] Open
Abstract
Cerebral involvement is common in patients with systemic Lupus erythematosus (SLE) and is characterized by multiple clinical presentations, including cognitive disorders, headaches, and syncope. Several neuroimaging studies have demonstrated cerebral dysfunction during different tasks among SLE patients; however, there have been few studies designed to characterize network alterations or to identify clinical markers capable of reflecting the cerebral involvement in SLE patients. This study was designed to characterize the profile of the cerebral activation area and the functional connectivity of cognitive function in SLE patients by using a task-based and a resting state functional magnetic resonance imaging (fMRI) technique, and to determine whether or not any clinical biomarkers could serve as an indicator of cerebral involvement in this disease. The well-established cognitive function test (Paced Visual Serial Adding Test [PVSAT]) was used. Thirty SLE patients without neuropsychiatric symptoms and 25 age- and gender-matched healthy controls were examined using PVSAT task-based and resting state fMRI. Outside the scanner, the performance of patients and the healthy controls was similar. In the PVSAT task-based fMRI, patients presented significantly expanded areas of activation, and the activated areas exhibited significantly higher functional connectivity strength in patients in the resting state. A positive correlation existed between individual connectivity strength and disease activity scoring. No correlation with cerebral involvement existed for serum markers, such as C3, C4, and anti-dsDNA. Thus, our findings may shed new light on the pathologic mechanism underlying neuropsychiatric SLE, and suggests that disease activity may be a potential effective biomarker reflecting cerebral involvement in SLE.
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Affiliation(s)
- Jingming Hou
- Department of Radiology, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Yun Lin
- Department of Radiology, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Wei Zhang
- Department of Radiology, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Lingheng Song
- Department of Radiology, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Wenjing Wu
- Department of Radiology, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Jian Wang
- Department of Radiology, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Daiquan Zhou
- Department of Radiology, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Qinghua Zou
- Department of Rheumatology, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Yongfei Fang
- Department of Rheumatology, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Mei He
- Department of Clinical Psychology, Third Military Medical University, Chongqing, China
- * E-mail: (HL); (MH)
| | - Haitao Li
- Department of Radiology, Southwest Hospital, Third Military Medical University, Chongqing, China
- * E-mail: (HL); (MH)
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Staud R. Peripheral and central mechanisms of fatigue in inflammatory and noninflammatory rheumatic diseases. Curr Rheumatol Rep 2013; 14:539-48. [PMID: 22802155 DOI: 10.1007/s11926-012-0277-z] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Fatigue is a common symptom in a large number of medical and psychological disorders, including many rheumatologic illnesses. A frequent question for health care providers is related to whether reported fatigue is "in the mind" or "in the body"-that is, central or peripheral. If fatigue occurs at rest without any exertion, this suggests psychological or central origins. If patients relate their fatigue mostly to physical activities, including exercise, their symptoms can be considered peripheral. However, most syndromes of fatigue seem to depend on both peripheral and central mechanisms. Sometimes, muscle biopsy with histochemistry may be necessary for the appropriate tissue diagnosis, whereas serological tests generally provide little reliable information about the origin of muscle fatigue. Muscle function and peripheral fatigue can be quantified by contractile force and action potential measurements, whereas validated questionnaires are frequently used for assessment of mental fatigue. Fatigue is a hallmark of many rheumatologic conditions, including fibromyalgia, myalgic encephalitis/chronic fatigue syndrome, rheumatoid arthritis, systemic lupus, Sjogren's syndrome, and ankylosing spondylitis. Whereas many studies have focused on disease activity as a correlate to these patients' fatigue, it has become apparent that other factors, including negative affect and pain, are some of the most powerful predictors for fatigue. Conversely, sleep problems, including insomnia, seem to be less important for fatigue. There are several effective treatment strategies available for fatigued patients with rheumatologic disorders, including pharmacological and nonpharmacological therapies.
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Affiliation(s)
- Roland Staud
- Division of Rheumatology and Clinical Immunology, University of Florida, PO Box 100221, Gainesville, FL 32610-0221, USA.
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Curcumin aggravates CNS pathology in experimental systemic lupus erythematosus. Brain Res 2013; 1504:85-96. [DOI: 10.1016/j.brainres.2013.01.040] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2012] [Revised: 01/18/2013] [Accepted: 01/22/2013] [Indexed: 11/21/2022]
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Shapira-Lichter I, Vakil E, Litinsky I, Oren N, Glikmann-Johnston Y, Caspi D, Hendler T, Paran D. Learning and memory-related brain activity dynamics are altered in systemic lupus erythematosus: a functional magnetic resonance imaging study. Lupus 2013; 22:562-73. [DOI: 10.1177/0961203313480399] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Background Memory impairment is prevalent in systemic lupus erythematosus (SLE); however, the pathogenesis is unknown. Methods We studied 12 patients with SLE without clinically overt neuropsychiatric manifestations and 11 matched healthy controls, aiming to characterize neural correlates of memory impairment, using structural and functional magnetic resonance imaging (MRI). The paradigm consisted of three encoding and free-recall cycles, allowing characterization of dynamics along consecutive retrieval attempts. Results During learning, patients with SLE and healthy controls showed brain activity changes in two principal networks, the default mode network (DMN) and the task-positive network (TPN). Patients with SLE demonstrated significantly less deactivation in the DMN and greater activation in the TPN, reflecting greater recruitment of both networks. The anterior medial prefrontal cortex (amPFC) of the DMN emerged as the only region where brain activity dynamics were altered both over the learning process ( p < 0.006), and within free-recall period attempts ( p < 0.034). Patients showed significant positive correlations between learning efficiency and hippocampal activity, and greater hippocampal functional connectivity, with pronounced connectivity to DMN structures. Conclusions Increased brain activation in patients with SLE during learning may reflect compensatory mechanisms to overcome memory impairment. Our findings localize this impairment to the amPFC, consistent with the behavioral pattern seen in SLE. Altered networking of the hippocampal subsystem of the DMN is consistent with hippocampal neuronal damage seen in SLE, and may reflect compensatory cortical reorganization to cope with dysfunction in these regions pivotal to mnemonic functions.
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Affiliation(s)
- Irit Shapira-Lichter
- Functional Brain Center, Wohl Institute for Advanced Imaging
- Functional Neurosurgery Unit and the
| | - Eli Vakil
- Department of Psychology and Gonda Multidisciplinary Brain Research Center, Bar-Ilan University, Israel
| | - Ira Litinsky
- Department of Rheumatology, Tel-Aviv Sourasky Medical Center, Israel
- Faculty of Medicine
| | - Noga Oren
- Functional Brain Center, Wohl Institute for Advanced Imaging
- Faculty of Medicine
| | - Yifat Glikmann-Johnston
- Functional Brain Center, Wohl Institute for Advanced Imaging
- School of Psychological Sciences
| | - Dan Caspi
- Department of Rheumatology, Tel-Aviv Sourasky Medical Center, Israel
- Faculty of Medicine
| | - Talma Hendler
- Functional Brain Center, Wohl Institute for Advanced Imaging
- Faculty of Medicine
- School of Psychological Sciences
- Sagol School of Neuroscience; Tel-Aviv University, Israel
| | - Daphna Paran
- Department of Rheumatology, Tel-Aviv Sourasky Medical Center, Israel
- Faculty of Medicine
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Goh Y, Naidoo P, Ngian G. Imaging of systemic lupus erythematosus. Part I: CNS, cardiovascular, and thoracic manifestations. Clin Radiol 2013; 68:181-91. [DOI: 10.1016/j.crad.2012.06.110] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2011] [Revised: 05/27/2012] [Accepted: 06/01/2012] [Indexed: 10/28/2022]
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Sato JR, Rondina JM, Mourão-Miranda J. Measuring abnormal brains: building normative rules in neuroimaging using one-class support vector machines. Front Neurosci 2012; 6:178. [PMID: 23248579 PMCID: PMC3521128 DOI: 10.3389/fnins.2012.00178] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2012] [Accepted: 11/24/2012] [Indexed: 12/29/2022] Open
Abstract
Pattern recognition methods have demonstrated to be suitable analyses tools to handle the high dimensionality of neuroimaging data. However, most studies combining neuroimaging with pattern recognition methods focus on two-class classification problems, usually aiming to discriminate patients under a specific condition (e.g., Alzheimer’s disease) from healthy controls. In this perspective paper we highlight the potential of the one-class support vector machines (OC-SVM) as an unsupervised or exploratory approach that can be used to create normative rules in a multivariate sense. In contrast with the standard SVM that finds an optimal boundary separating two classes (discriminating boundary), the OC-SVM finds the boundary enclosing a specific class (characteristic boundary). If the OC-SVM is trained with patterns of healthy control subjects, the distance to the boundary can be interpreted as an abnormality score. This score might allow quantification of symptom severity or provide insights about subgroups of patients. We provide an intuitive description of basic concepts in one-class classification, the foundations of OC-SVM, current applications, and discuss how this tool can bring new insights to neuroimaging studies.
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Affiliation(s)
- João Ricardo Sato
- Center of Mathematics, Computation and Cognition, Universidade Federal do ABC Santo André, Brazil
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48
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Lefèvre G, Zéphir H, Michelin E, Semah F, Warembourg F, Pruvo JP, Hachulla E, Lenfant P, Dubucquoi S, Vermersch P, Hatron PY, Prin L, Launay D. Neurolupus (2e partie). Description des outils diagnostiques et thérapeutiques devant une manifestation psychiatrique ou neurologique centrale au cours du lupus érythémateux systémique. Rev Med Interne 2012; 33:503-13. [DOI: 10.1016/j.revmed.2012.03.354] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2011] [Revised: 01/02/2012] [Accepted: 03/31/2012] [Indexed: 12/23/2022]
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49
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Cognitive and Emotional Abnormalities in Systemic Lupus Erythematosus: Evidence for Amygdala Dysfunction. Neuropsychol Rev 2012; 22:252-70. [DOI: 10.1007/s11065-012-9213-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2012] [Accepted: 07/27/2012] [Indexed: 12/23/2022]
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50
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Lefèvre G, Zéphir H, Warembourg F, Michelin E, Pruvo JP, Hachulla E, Semah F, Dubucquoi S, Lenfant P, Vermersch P, Hatron PY, Prin L, Launay D. [Neuropsychiatric systemic lupus erythematosus (1st part). Cases definitions and diagnosis and treatment of central nervous system and psychiatric manifestations of systemic lupus erythematosus]. Rev Med Interne 2012; 33:491-502. [PMID: 22579860 DOI: 10.1016/j.revmed.2012.03.356] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2011] [Revised: 01/02/2012] [Accepted: 03/31/2012] [Indexed: 11/29/2022]
Abstract
Systemic lupus erythematosus (SLE) is an autoimmune disease, which primarily affects skin and joints. Peripheral neurologic syndrome and central nervous system (CNS) manifestations are common in lupus patients but are not always attributable to lupus itself. A classification, published in 1999 by the American College of Rheumatology (ACR) research committee, described 12 CNS syndromes and seven peripheral neurologic syndromes compatible with "neuropsychiatric systemic lupus erythematosus" (NPSLE). Despite this consensus, studies which have been published since 1999 have reported a prevalence of NPSLE varying from 20 to 97 %, which shows the diagnosis difficulty and the heterogeneity of neuropsychiatric manifestations in SLE. In order to understand the limits of this classification, we propose in this first part an exhaustive review of publications describing neuropsychiatric manifestations according to the ACR 1999 classification. We also detail case definitions, prevalence and risk factors, clinical characteristics and diagnosis of each lupus-related psychiatric and CNS manifestation.
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Affiliation(s)
- G Lefèvre
- Service de médecine interne, université de Lille Nord-de-France, centre de référence maladies auto-immunes rares (sclérodermie), hôpital Claude-Huriez, CHRU de Lille, 1, rue Michel-Polonovski, 59037 Lille, France; EA2686, Institut d'immunologie, université Lille Nord-de-France, faculté de médecine H.-Warembourg, 59037 Lille, France
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