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Tay SH, Stephenson MC, Allameen NA, Ngo RYS, Ismail NAB, Wang VCC, Totman JJ, Cheong DLH, Narayanan S, Lee BTK, Mak A. Combining multimodal magnetic resonance brain imaging and machine learning to unravel neurocognitive function in non-neuropsychiatric systemic lupus erythematosus. Rheumatology (Oxford) 2024; 63:414-422. [PMID: 37184855 DOI: 10.1093/rheumatology/kead221] [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: 10/14/2022] [Revised: 04/06/2023] [Accepted: 04/23/2023] [Indexed: 05/16/2023] Open
Abstract
OBJECTIVE To study whether multimodal brain MRI comprising permeability and perfusion measures coupled with machine learning can predict neurocognitive function in young patients with SLE without neuropsychiatric manifestations. METHODS SLE patients and healthy controls (HCs) (≤40 years of age) underwent multimodal structural brain MRI that comprised voxel-based morphometry (VBM), magnetization transfer ratio (MTR) and dynamic contrast-enhanced (DCE) MRI in this cross-sectional study. Neurocognitive function assessed by Automated Neuropsychological Assessment Metrics was reported as the total throughput score (TTS). Olfactory function was assessed. A machine learning-based model (i.e. glmnet) was constructed to predict TTS. RESULTS Thirty SLE patients and 10 HCs were studied. Both groups had comparable VBM, MTR, olfactory bulb volume (OBV), olfactory function and TTS. While after correction for multiple comparisons the uncorrected increase in the blood-brain barrier (BBB) permeability parameters compared with HCs did not remain evident in SLE patients, DCE-MRI perfusion parameters, notably an increase in right amygdala perfusion, was positively correlated with TTS in SLE patients (r = 0.636, false discovery rate P < 0.05). A machine learning-trained multimodal MRI model comprising alterations of VBM, MTR, OBV and DCE-MRI parameters mainly in the limbic system regions predicted TTS in SLE patients (r = 0.644, P < 0.0005). CONCLUSION Multimodal brain MRI demonstrated increased right amygdala perfusion that was associated with better neurocognitive performance in young SLE patients without statistically significant BBB leakage and microstructural abnormalities. A machine learning-constructed multimodal model comprising microstructural, perfusion and permeability parameters accurately predicted neurocognitive performance in SLE patients.
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Affiliation(s)
- Sen Hee Tay
- Division of Rheumatology, Department of Medicine, National University Hospital, Singapore, Singapore
- Department of Medicine, National University of Singapore, Singapore, Singapore
| | | | - Nur Azizah Allameen
- Division of Rheumatology, Department of Medicine, National University Hospital, Singapore, Singapore
| | - Raymond Yeow Seng Ngo
- Department of Otolaryngology - Head & Neck Surgery, National University Hospital, Singapore, Singapore
- Department of Otolaryngology, National University of Singapore, Singapore, Singapore
- Department of Otolaryngology - Head & Neck Surgery, Ng Teng Fong General Hospital, Singapore, Singapore
| | | | - Victor Chun Chieh Wang
- Department of Medicine, National University of Singapore, Singapore, Singapore
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
| | - John James Totman
- Academic Radiology, National University of Singapore, Singapore, Singapore
- Clinical Imaging Research Centre, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Dennis Lai-Hong Cheong
- Clinical Imaging Research Centre, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Sriram Narayanan
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore, Singapore
| | - Bernett Teck Kwong Lee
- Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
- Centre for Biomedical Informatics, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Anselm Mak
- Division of Rheumatology, Department of Medicine, National University Hospital, Singapore, Singapore
- Department of Medicine, National University of Singapore, Singapore, Singapore
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Tomalla V, Schmeisser MJ, Weinmann-Menke J. Mouse models, antibodies, and neuroimaging: Current knowledge and future perspectives in neuropsychiatric systemic lupus erythematosus (NPSLE). Front Psychiatry 2023; 14:1078607. [PMID: 36970286 PMCID: PMC10031066 DOI: 10.3389/fpsyt.2023.1078607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 02/13/2023] [Indexed: 03/11/2023] Open
Abstract
As a chronic autoimmune disease systemic lupus erythematosus (SLE) can also affect the central and the peripheral nervous system causing symptoms which are summed up as neuropsychiatric systemic lupus erythematosus (NPSLE). These symptoms are heterogenous including cognitive impairment, seizures, and fatigue, leading to morbidity or even mortality. At present, little is known about the pathophysiological processes involved in NPSLE. This review focuses on the current knowledge of the pathogenesis of NPSLE gained from the investigation of animal models, autoantibodies, and neuroimaging techniques. The antibodies investigated the most are anti-ribosomal P protein antibodies (Anti-rib P) and anti-N-Methyl-D-Aspartic Acid Receptor 2 antibodies (Anti-NR2), which represent a subpopulation of anti-dsDNA autoantibodies. Experimental data demonstrates that Anti-rib P and Anti-NR2 cause different neurological pathologies when applied intravenously (i.v.), intrathecally or intracerebrally in mice. Moreover, the investigation of lupus-prone mice, such as the MRL/MpJ-Faslpr/lpr strain (MRL/lpr) and the New Zealand black/New Zealand white mice (NZB × NZW F1) showed that circulating systemic antibodies cause different neuropsychiatric symptoms compared to intrathecally produced antibodies. Furthermore, neuroimaging techniques including magnetic resonance imaging (MRI) and positron emission tomography (PET) are commonly used tools to investigate structural and functional abnormalities in NPSLE patients. Current research suggests that the pathogenesis of NPSLE is heterogenous, complex and not yet fully understood. However, it demonstrates that further investigation is needed to develop individual therapy in NPSLE.
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Affiliation(s)
- Vanessa Tomalla
- Department of Internal Medicine, Division of Nephrology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Michael J. Schmeisser
- Institute of Anatomy, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
- Focus Program Translational Neurosciences (FTN), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Julia Weinmann-Menke
- Department of Internal Medicine, Division of Nephrology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
- Research Center for Immunotherapy (FZI), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
- *Correspondence: Julia Weinmann-Menke,
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Gwinnutt JM, Toyoda T, Barraclough M, Verstappen SMM, Hornberger M, MacGregor A. Cognitive impairment in the immune-mediated inflammatory diseases compared with age-matched controls: Systematic review and meta-regression. Semin Arthritis Rheum 2023; 58:152131. [PMID: 36527929 DOI: 10.1016/j.semarthrit.2022.152131] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 10/31/2022] [Accepted: 11/11/2022] [Indexed: 11/15/2022]
Abstract
OBJECTIVES To compare the magnitude of cognitive impairment against age-expected levels across the immune mediated inflammatory diseases (IMIDs: systemic lupus erythematosus [SLE], rheumatoid arthritis [RA], axial spondyloarthritis [axSpA], psoriatic arthritis [PsA], psoriasis [PsO]). METHODS A pre-defined search strategy was implemented in Medline, Embase and Psychinfo on 29/05/2021. Inclusion criteria were: (i) observational studies of an IMID, (ii) healthy control comparison, (iii) measuring cognitive ability (overall, memory, complex attention/executive function, language/verbal fluency), and (iv) sufficient data for meta-analysis. Standardised mean differences (SMD) in cognitive assessments between IMIDs and controls were pooled using random-effects meta-analysis. IMIDs were compared using meta-regression. RESULTS In total, 65 IMID groups were included (SLE: 39, RA: 19, axSpA: 1, PsA: 2 PsO: 4), comprising 3141 people with IMIDs and 9333 controls. People with IMIDs had impairments in overall cognition (SMD: -0.57 [95% CI -0.70, -0.43]), complex attention/executive function (SMD -0.57 [95% CI -0.69, -0.44]), memory (SMD -0.55 [95% CI -0.68, -0.43]) and language/verbal fluency (SMD -0.51 [95% CI -0.68, -0.34]). People with RA and people with SLE had similar magnitudes of cognitive impairment in relation to age-expected levels. People with neuropsychiatric SLE had larger impairment in overall cognition compared with RA. CONCLUSIONS People with IMIDs have moderate impairments across a range of cognitive domains. People with RA and SLE have similar magnitudes of impairment against their respective age-expected levels, calling for greater recognition of cognitive impairment in both conditions. To further understand cognition in the IMIDs, more large-scale, longitudinal studies are needed.
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Affiliation(s)
- James M Gwinnutt
- Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK.
| | - Task Toyoda
- Norwich Medical School, University of East Anglia, Norwich, UK
| | - Michelle Barraclough
- Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK; NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, UK; Schroeder Arthritis Institute, Krembil Research Institute, University Health Network, Toronto, Canada
| | - Suzanne M M Verstappen
- Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK; NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, UK
| | | | - Alex MacGregor
- Norwich Medical School, University of East Anglia, Norwich, UK; Rheumatology Department, Norfolk and Norwich University Hospitals NHS Trust, Norwich, UK
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Lim XR, Chew POK, Lim GH, Low YL, Lim JWP, Ong HN, Law WG, Tan JWL, Thong BY, Chia FLA, Lian TY, Chan GYL, Chan MTL, Koh ET, Kong KO, Howe HS. Montreal cognitive assessment as a screening instrument for cognitive impairment in systemic lupus erythematosus patients without overt neuropsychiatric manifestations. Lupus 2022; 31:1759-1769. [PMID: 36218127 DOI: 10.1177/09612033221132237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVES The Montreal Cognitive Assessment (MoCA) is an increasingly used screening tool for cognitive impairment. The aim of this study was to examine how MoCA performed in identifying cognitive impairment (CI) domains in SLE patients compared with formal standardized neuropsychological testing (NPT). Factors related to SLE disease, immunologic and psychological state associated with CI were also explored. METHODS This cross-sectional study recruited 50 SLE patients without overt neuropsychiatric manifestations from April 2017 to May 2018. The patients were evaluated with MoCA, formal NPT and the Depression, Anxiety, and Stress Scales (DASS) 42-item self-report questionnaire. Values of sensitivity and specificity were computed for different cut-offs of MoCA within each cognitive domain of NPT and descriptive analysis was used to identify the factors affecting cognitive function. RESULTS The median score for MoCA was 27.5 (range 22-30). Using a MoCA cutoff of <26, 18 (36%) were identified to have CI using NPT compared to 8 (16%) using MoCA. The most frequently affected cognitive domain was executive functioning with 15 affected patients. Sensitivities and specificities of the MoCA range from 50% to 100% and 5.7% to 16.7%, respectively, across cognitive domains. A lower MoCA cutoff of <25 improve sensitivity of identifying impairment in executive functioning from 60% to 80%. In univariate analysis, DASS scores, disease activity, presence of antiphospholipid antibodies, presence of concurrent autoimmune disease, current, and cumulative corticosteroid therapy did not predict cognitive performance. CONCLUSION MoCA may be a useful screening tool to identify the most frequently affected cognitive domain which is executive functioning using a lower cutoff of <25 in SLE patients without overt neuropsychiatric manifestations.
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Affiliation(s)
- Xin Rong Lim
- Department of Rheumatology, Allergy and Immunology, 63703Tan Tock Seng Hospital, Singapore, Singapore
| | | | - Gek Hsiang Lim
- Clinical Research and Innovation Office, 63703Tan Tock Seng Hospital, Singapore, Singapore
| | - Yung Ling Low
- Department of Psychology, 63703Tan Tock Seng Hospital, Singapore, Singapore
| | - June Wei Ping Lim
- Department of Psychology, 63703Tan Tock Seng Hospital, Singapore, Singapore
| | - Huey Ni Ong
- Department of Rheumatology, Allergy and Immunology, 63703Tan Tock Seng Hospital, Singapore, Singapore
| | - Weng Giap Law
- Department of Rheumatology, Allergy and Immunology, 63703Tan Tock Seng Hospital, Singapore, Singapore
| | - Justina Wei Lynn Tan
- Department of Rheumatology, Allergy and Immunology, 63703Tan Tock Seng Hospital, Singapore, Singapore
| | - Bernard Yh Thong
- Department of Rheumatology, Allergy and Immunology, 63703Tan Tock Seng Hospital, Singapore, Singapore
| | - Faith Li-Ann Chia
- Department of Rheumatology, Allergy and Immunology, 63703Tan Tock Seng Hospital, Singapore, Singapore
| | - Tsui Yee Lian
- Department of Rheumatology, Allergy and Immunology, 63703Tan Tock Seng Hospital, Singapore, Singapore
| | - Grace Yin Lai Chan
- Department of Rheumatology, Allergy and Immunology, 63703Tan Tock Seng Hospital, Singapore, Singapore
| | - Madelynn Tsu-Li Chan
- Department of Rheumatology, Allergy and Immunology, 63703Tan Tock Seng Hospital, Singapore, Singapore
| | - Ee Tzun Koh
- Department of Rheumatology, Allergy and Immunology, 63703Tan Tock Seng Hospital, Singapore, Singapore
| | - Kok Ooi Kong
- Department of Rheumatology, Allergy and Immunology, 63703Tan Tock Seng Hospital, Singapore, Singapore
| | - Hwee Siew Howe
- Department of Rheumatology, Allergy and Immunology, 63703Tan Tock Seng Hospital, Singapore, Singapore
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Cognitive dysfunction in SLE: An understudied clinical manifestation. J Autoimmun 2022; 132:102911. [PMID: 36127204 DOI: 10.1016/j.jaut.2022.102911] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 08/31/2022] [Indexed: 11/22/2022]
Abstract
Neuropsychiatric lupus (NPSLE) is a debilitating manifestation of SLE which occurs in a majority of SLE patients and has a variety of clinical manifestations. In the central nervous system, NPSLE may result from ischemia or penetration of inflammatory mediators and neurotoxic antibodies through the blood brain barrier (BBB). Here we focus on cognitive dysfunction (CD) as an NPSLE manifestation; it is common, underdiagnosed, and without specific therapy. For a very long time, clinicians ignored cognitive dysfunction and researchers who might be interested in the question struggled to find an approach to understanding mechanisms for this manifestation. Recent years, however, propelled by a more patient-centric approach to disease, have seen remarkable progress in our understanding of CD pathogenesis. This has been enabled through the use of novel imaging modalities and numerous mouse models. Overall, these studies point to a pivotal role of an impaired BBB and microglial activation in leading to neuronal injury. These insights suggest potential therapeutic modalities and make possible clinical trials for cognitive impairment.
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Piao S, Wang R, Qin H, Hu B, Du J, Wu H, Geng D. Alterations of spontaneous brain activity in systematic lupus erythematosus patients without neuropsychiatric symptoms: A resting-functional MRI study. Lupus 2021; 30:1781-1789. [PMID: 34620007 DOI: 10.1177/09612033211033984] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
PURPOSE To explore the alterations of spontaneous neuronal activity using amplitude of low-frequency fluctuation (ALFF), fractional amplitude of low-frequency fluctuation (fALFF), and regional homogeneity (ReHo) in non-NPSLE patients and their relationship with the anxiety and depression statuses. METHODS Twenty-three non-NPSLE patients and 28 healthy controls were enrolled in this study. Resting-state functional magnetic resonance imaging was firstly analyzed by ALFF, fALFF, and ReHo. The relationships between ALFF/fALFF/ReHo values of abnormal regions and anxiety/depression rating scales, including Self-Rating Anxiety (SAS) and Self-Rating Depression (SDS), were also analyzed. RESULTS Compared with HC, non-NPSLE had decreased ALFF values in the bilateral postcentral gyrus, while increased ALFF values in the bilateral inferior temporal gyrus, left putamen, and bilateral precuneus. Non-NPSLE showed reduced fALFF values in the left lingual gyrus, left middle occipital gyrus, right postcentral gyrus, and left superior parietal gyrus, while increased fALFF values were in the left inferior temporal gyrus, right hippocampus, bilateral precuneus, and bilateral superior frontal gyrus. Reduced ReHo values were in the bilateral postcentral gyrus and higher ReHo values were in the left inferior temporal gyrus, left putamen, and bilateral superior frontal gyrus. In the non-NPSLE group, the mean ALFF values of bilateral precuneus were positively correlated with the SAS rating scales (R = 0.5519, p = 0.0176); either were the mean ALFF values of right inferior temporal gyrus and SAS rating scales (R = 0.5380, p = 0.0213). The mean fALFF values of left inferior temporal gyrus were positively correlated with SAS rating scales (R = 0.5700, p = 0.0135). And the mean ReHo values of left putamen were positively correlated with SDS (R = 0.5477, p = 0.0186). CONCLUSION Non-NPSLE exhibited abnormal spontaneous neural activity and coherence in several brain regions mainly associated with cognitive and emotional functions. The ALFF values of bilateral PCUN, the right ITG, the fALFF values of left ITG, and the ReHo values of left PUT may be complementary biomarkers for assessing the psychiatric symptoms.
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Affiliation(s)
- Sirong Piao
- Department of Radiology, 535039Huashan Hospital, Fudan University, Shanghai, China
| | - Rong Wang
- Department of Radiology, 535039Huashan Hospital, Fudan University, Shanghai, China
- Institute of Functional and Molecular Medical Imaging, Fudan University, Shanghai, China
| | - Haihong Qin
- Department of Dermatology, 159397Huashan Hospital, Fudan University, Shanghai, China
| | - Bin Hu
- Department of Radiology, 535039Huashan Hospital, Fudan University, Shanghai, China
- Institute of Functional and Molecular Medical Imaging, Fudan University, Shanghai, China
| | - Juan Du
- Department of Dermatology, 159397Huashan Hospital, Fudan University, Shanghai, China
| | - Hao Wu
- Department of Dermatology, 159397Huashan Hospital, Fudan University, Shanghai, China
| | - Daoying Geng
- Department of Radiology, 535039Huashan Hospital, Fudan University, Shanghai, China
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Seet D, Allameen NA, Tay SH, Cho J, Mak A. Cognitive Dysfunction in Systemic Lupus Erythematosus: Immunopathology, Clinical Manifestations, Neuroimaging and Management. Rheumatol Ther 2021; 8:651-679. [PMID: 33993432 PMCID: PMC8217391 DOI: 10.1007/s40744-021-00312-0] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Accepted: 04/22/2021] [Indexed: 12/23/2022] Open
Abstract
Cognitive dysfunction (CD) is a common yet often clinically subtle manifestation that considerably impacts the health-related quality of life in patients with systemic lupus erythaematosus (SLE). Given the inconsistencies in CD assessment and challenges in its attribution to SLE, the reported prevalence of CD differs widely, ranging from 3 to 88%. The clinical presentation of CD in SLE is non-specific and may manifest concurrently with overt neuropsychiatric illness such as psychosis or mood disorders or as isolated impairment of attention, working memory, executive dysfunction or processing speed. Despite the lack of standardized and sensitive neuropsychological tests and validated diagnostic biomarkers of CD in SLE, significant progress has been made in identifying pathogenic neural pathways and neuroimaging. Furthermore, several autoantibodies, cytokines, pro-inflammatory mediators and metabolic factors have been implicated in the pathogenesis of CD in SLE. Abrogation of the integrity of the blood-brain barrier (BBB) and ensuing autoantibody-mediated neurotoxicity, complement and microglial activation remains the widely accepted mechanism of SLE-related CD. Although several functional neuroimaging modalities have consistently demonstrated abnormalities that correlate with CD in SLE patients, a consensus remains to be reached as to their clinical utility in diagnosing CD. Given the multifactorial aetiology of CD, a multi-domain interventional approach that addresses the risk factors and disease mechanisms of CD in a concurrent fashion is the favourable therapeutic direction. While cognitive rehabilitation and exercise training remain important, specific pharmacological agents that target microglial activation and maintain the BBB integrity are potential candidates for the treatment of SLE-related CD.
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Affiliation(s)
- Dominic Seet
- Division of Rheumatology, Department of Medicine, University Medicine Cluster, National University Health System, 1E Kent Ridge Road, Level 10, NUHS Tower Block, Singapore, 119228 Singapore
| | - Nur Azizah Allameen
- Division of Rheumatology, Department of Medicine, University Medicine Cluster, National University Health System, 1E Kent Ridge Road, Level 10, NUHS Tower Block, Singapore, 119228 Singapore
| | - Sen Hee Tay
- Division of Rheumatology, Department of Medicine, University Medicine Cluster, National University Health System, 1E Kent Ridge Road, Level 10, NUHS Tower Block, Singapore, 119228 Singapore
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Jiacai Cho
- Division of Rheumatology, Department of Medicine, University Medicine Cluster, National University Health System, 1E Kent Ridge Road, Level 10, NUHS Tower Block, Singapore, 119228 Singapore
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Anselm Mak
- Division of Rheumatology, Department of Medicine, University Medicine Cluster, National University Health System, 1E Kent Ridge Road, Level 10, NUHS Tower Block, Singapore, 119228 Singapore
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
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Chen L, Sun J, Wang Q, Hu L, Zhang Y, Ma H, Jia X, Yang X. Altered Temporal Dynamics of Brain Activity in Multiple-Frequency Bands in Non-Neuropsychiatric Systemic Lupus Erythematosus Patients with Inactive Disease. Neuropsychiatr Dis Treat 2021; 17:1385-1395. [PMID: 33994788 PMCID: PMC8113012 DOI: 10.2147/ndt.s292302] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 03/15/2021] [Indexed: 12/02/2022] Open
Abstract
PURPOSE In this study, we seek to investigate dynamic changes of brain activity in non-neuropsychiatric systemic lupus erythematosus (non-NPSLE) patients with inactive disease. PATIENTS AND METHODS Thirty-one non-NPSLE patients with inactive disease and 20 matched healthy controls underwent the blood oxygenation level-dependent fMRI examination. Dynamic regional homogeneity (ReHo) and fractional amplitude of low-frequency fluctuations (fALFF) were used to analyze the brain activity in typical band (0.01-0.08 Hz), slow-4 (0.027-0.073 Hz) and slow-5 (0.01-0.027 Hz). Pearson's correlation analysis was performed to correlate dynamic regional homogeneity (dReHo) and dynamic fractional amplitude of low-frequency fluctuations (dfALFF) values for clusters of voxels where significant group differences were found with clinical variables in non-NPSLE patients with inactive disease. RESULTS In typical band, non-NPSLE patients showed increased dReHo in left middle occipital gyrus (MOG) compared to healthy controls. Meanwhile, patients showed decreased dfALFF in right superior frontal gyrus (SFG) and bilateral middle frontal gyrus (MFG) in typical band. In slow-4, increased dReHo in left MOG was found in non-NPSLE patients. In slow-5, non-NPSLE patients showed increased dReHo in left MOG, left calcarine fissure and surrounding cortex, right precentral gyrus (PreCG) and left postcentral gyrus (PoCG). Meanwhile, non-NPSLE patients showed decreased dfALFF in left SFG, right MFG, and right PreCG in slow-5. Moreover, the glucocorticoid dose showed significantly negative correlations with dReHo values in right PreCG in slow-5, left PoCG in slow-5, and left MOG in typical band. CONCLUSION dReHo and dfALFF abnormalities in different frequency bands may be the key characteristics in the pathogenesis mechanism of non-NPSLE.
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Affiliation(s)
- Liheng Chen
- Department of Rheumatology, Second Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310009, People’s Republic of China
| | - Jiawei Sun
- School of Information and Electronics Technology, Jiamusi University, Jiamusi, People’s Republic of China
- Integrated Medical Research School, Jiamusi University, Jiamusi, People’s Republic of China
| | - Qiaohong Wang
- Department of Rheumatology, Second Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310009, People’s Republic of China
| | - Lingzhen Hu
- Department of Rheumatology, Second Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310009, People’s Republic of China
| | - Yi Zhang
- Department of Rheumatology, Second Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310009, People’s Republic of China
| | - Huibin Ma
- School of Information and Electronics Technology, Jiamusi University, Jiamusi, People’s Republic of China
- Integrated Medical Research School, Jiamusi University, Jiamusi, People’s Republic of China
| | - Xize Jia
- Institute of Psychological Sciences, Hangzhou Normal University, Hangzhou, People’s Republic of China
- Zhejiang Key Laboratory for Research in Assessment of Cognitive Impairments, Hangzhou, People’s Republic of China
| | - Xuyan Yang
- Department of Rheumatology, Second Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310009, People’s Republic of China
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El Khoury L, Zarfeshani A, Diamond B. Using the Mouse to Model Human Diseases: Cognitive Impairment in Systemic Lupus Erythematosus. J Rheumatol 2020; 47:1145-1149. [PMID: 32295852 DOI: 10.3899/jrheum.200410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
In this 2020 Dunlop-Dottridge Lecture, the authors discuss cognitive impairment (CI), one of the most prevalent neuropsychiatric syndromes in systemic lupus erythematosus (SLE). Patients often report CI as the most bothersome disease-related manifestation, with a great effect on their quality of life. Nevertheless, studies focusing on CI remain scarce and no effective targeted therapy has been identified. We herein present murine models of CI in SLE with insights into the pathogenesis of this condition as well as the role of the renin angiotensin system in microglial activation. We will discuss the role of neuroimaging as a useful objective assessment tool, describing our experience in previous and ongoing clinical trials of CI in patients with SLE.
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Affiliation(s)
- Lara El Khoury
- From the Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, USA
- L. El Khoury, MD, Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health; A. Zarfeshani, PhD, Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health; B. Diamond, MD, Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health
| | - Aida Zarfeshani
- From the Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, USA
- L. El Khoury, MD, Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health; A. Zarfeshani, PhD, Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health; B. Diamond, MD, Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health
| | - Betty Diamond
- From the Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, USA.
- L. El Khoury, MD, Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health; A. Zarfeshani, PhD, Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health; B. Diamond, MD, Institute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health.
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10
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Kaplan C, Minc A, Basu N, Schrepf A. Inflammation and the Central Nervous System in Inflammatory Rheumatic Disease. Curr Rheumatol Rep 2019; 21:67. [PMID: 31807958 DOI: 10.1007/s11926-019-0870-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
PURPOSE OF REVIEW To review how peripheral inflammation in rheumatic disease influences the central nervous system. We consider recent studies of rheumatic disease that employ functional and structural neuroimaging in the context of inflammation, as well as recent studies considering how immunosuppressive therapy is associated with changes in brain function and structure. RECENT FINDINGS The most compelling evidence thus far comes from studies of rheumatoid arthritis and indicates that higher levels of inflammation are associated with changes in cognitive, affective, and pain-processing brain regions, some of which may be rectified by anti-inflammatory treatment. Comorbid symptoms such as widespread pain and fatigue may also be associated with these changes. Inflammation may be associated with compensatory activation of brain regions to offset structural changes. This emerging line of evidence suggests that communication between the brain and immune system are an important and underappreciated aspect of inflammatory rheumatic disease.
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Affiliation(s)
- Chelsea Kaplan
- Chronic Pain and Fatigue Research Center, Department of Anesthesiology, University of Michigan Health System, Domino's Farms, Lobby M, 24 Frank Lloyd Wright Dr., PO Box 385, Ann Arbor, MI, 48106, USA
| | | | - Neil Basu
- Institute of Infection, Immunity & Inflammation, University of Glasgow, Glasgow, UK
| | - Andrew Schrepf
- Chronic Pain and Fatigue Research Center, Department of Anesthesiology, University of Michigan Health System, Domino's Farms, Lobby M, 24 Frank Lloyd Wright Dr., PO Box 385, Ann Arbor, MI, 48106, USA.
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11
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Yu Y, Chen L, Wang Q, Hu L, Ding Q, Jia X, Yang X. Altered Amplitude of Low-Frequency Fluctuations in Inactive Patients with Nonneuropsychiatric Systemic Lupus Erythematosus. Neural Plast 2019; 2019:9408612. [PMID: 31885539 PMCID: PMC6899324 DOI: 10.1155/2019/9408612] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Revised: 09/20/2019] [Accepted: 10/14/2019] [Indexed: 12/12/2022] Open
Abstract
Objective This study is aimed at investigating the characteristics of the spontaneous brain activity in inactive patients with nonneuropsychiatric systemic lupus erythematosus (non-NPSLE). Methods Thirty-one female inactive patients with non-NPSLE and twenty healthy controls were examined by resting-state functional magnetic resonance imaging (RS-fMRI). Three amplitude methods including amplitude of low-frequency fluctuations (ALFF), fractional amplitude of low-frequency fluctuations (fALFF), and percent amplitude of fluctuation (PerAF) (with and without standardization) were applied to evaluate the spontaneous brain activity. The correlation was performed between low-frequency oscillations and clinical and neuropsychological factors in inactive patients with non-NPSLE. Results Compared to healthy controls, patients with non-NPSLE showed increased standardized ALFF (mALFF) in the left inferior temporal gyrus and left putamen, decreased PerAF in the right postcentral gyrus and bilateral precentral gyrus, and increased standardized PerAF (mPerAF) in the left putamen and decreased mPerAF in the right postcentral gyrus and bilateral precentral gyrus. By standardized fALFF (mfALFF), no significant brain regions were found between the two groups. Correlation analysis revealed significantly positive correlations between glucocorticoid dose and PerAF in the right precentral gyrus and mPerAF in the left putamen, and Complement 3 (C3) and mPerAF in the right postcentral gyrus. There was a significant negative correlation between C3 and mALFF in the left putamen. Conclusion Abnormal low-frequency oscillations in multiple brain regions were found in inactive patients with non-NPSLE, indicating that the alteration of mALFF, PerAF, and mPerAF in specific brain regions might be an imaging biomarker of brain dysfunction in inactive patients with non-NPSLE.
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Affiliation(s)
- Yang Yu
- Department of Psychiatry, Second Affiliated Hospital, College of Medicine, Zhejiang University, 88 Jiefang Rd, Hangzhou 310009, China
| | - Liheng Chen
- Department of Rheumatology, Second Affiliated Hospital, College of Medicine, Zhejiang University, 88 Jiefang Rd, Hangzhou 310009, China
| | - Qiaohong Wang
- Department of Rheumatology, Second Affiliated Hospital, College of Medicine, Zhejiang University, 88 Jiefang Rd, Hangzhou 310009, China
| | - Lingzhen Hu
- Department of Rheumatology, Second Affiliated Hospital, College of Medicine, Zhejiang University, 88 Jiefang Rd, Hangzhou 310009, China
| | - Qiuping Ding
- Center for Brain Imaging Science and Technology, Key Laboratory for Biomedical Engineering of Ministry of Education, College of Biomedical Engineering and Instrumental Science, Zhejiang University, 38 Zheda Rd, Hangzhou 310027, China
| | - Xize Jia
- Center for Cognition and Brain Disorders, Institutes of Psychological Sciences, Hangzhou Normal University, Zhejiang Key Laboratory for Research in Assessment of Cognitive Impairments, No. 2318 Yuhangtang Rd, Hangzhou 311121, China
| | - Xuyan Yang
- Department of Rheumatology, Second Affiliated Hospital, College of Medicine, Zhejiang University, 88 Jiefang Rd, Hangzhou 310009, China
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12
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Choo CC, Lee JJW, Kuek JHL, Ang KK, Yu JH, Ho CS, Ho RC. Mindfulness and hemodynamics in asians: a literature review. Asian J Psychiatr 2019; 44:112-118. [PMID: 31369945 DOI: 10.1016/j.ajp.2019.07.035] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2019] [Revised: 06/20/2019] [Accepted: 07/23/2019] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Mindfulness interventions have been increasingly incorporated into clinical settings. Evidence supporting mindfulness practices are predominantly established in Western populations. Neurophysiological evidence has not been established to support the effectiveness of mindfulness practice in Asian populations. Greater understanding of the neurophysiological mechanisms underlying mindfulness would enable hemodynamics as measured by fNIRS to be used to monitor mindfulness practice as an adjunct to psychotherapy with Asian clients. METHOD Research relating to fNIRS and hemodynamics for mindfulness in Asians was reviewed. The inclusion criteria for this review were recent publications in peer-reviewed journals from 2008 to 2018, with the search terms 'fNIRS', 'hemodynamics' and 'mindfulness', for studies in Asia. FINDINGS Databases included Medline, PubMed, PSYCINFO, Google Scholar and SCOPUS. Initial searches yielded 86 results. Five duplicated articles were removed, and remaining abstracts were screened; and assessed for eligibility against the structured performa. Three full text papers which fit the inclusion criteria were included in the current review. CONCLUSION This review highlighted the paucity of rigorous empirically validated research for hemodynamics as measured with fNIRS for mindfulness practice in Asia.
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Affiliation(s)
- Carol C Choo
- Department of Psychology, College of Healthcare Sciences, James Cook University, 387380, Singapore.
| | - John J W Lee
- Department of Psychology, College of Healthcare Sciences, James Cook University, 387380, Singapore.
| | - Jonathan H L Kuek
- Department of Psychology, College of Healthcare Sciences, James Cook University, 387380, Singapore.
| | - Kai Keng Ang
- Institute for Infocomm Research, Agency for Science, Technology and Research, 1 Fusionopolis Way, 138632, Singapore; College of Engineering, School of Computer Science and Engineering, Nanyang Technological University, 639798, Singapore.
| | - Juan Hong Yu
- Institute for Infocomm Research, Agency for Science, Technology and Research, 1 Fusionopolis Way, 138632, Singapore.
| | - Cyrus S Ho
- Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, 1E Kent Ridge Road, 119228, Singapore.
| | - Roger C Ho
- Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, 1E Kent Ridge Road, 119228, Singapore; Institute for Health Innovation and Technology (iHealthtech), National University of Singapore, 119228, Singapore; Center of Excellence in Behavioral Medicine, Nguyen Tat Thanh University, Ho Chi Minh City 70000, Viet Nam; Faculty of Education, Huaibei Normal University, 100 Dongshan Road, Huaibei 235000, China.
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13
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Barraclough M, McKie S, Parker B, Jackson A, Pemberton P, Elliott R, Bruce IN. Altered cognitive function in systemic lupus erythematosus and associations with inflammation and functional and structural brain changes. Ann Rheum Dis 2019; 78:934-940. [PMID: 30979715 PMCID: PMC6585286 DOI: 10.1136/annrheumdis-2018-214677] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Revised: 02/15/2019] [Accepted: 03/02/2019] [Indexed: 12/19/2022]
Abstract
OBJECTIVES Cognitive dysfunction (CD) is common in systemic lupus erythematosus (SLE) but the cause remains unclear and treatment options are limited. We aimed to compare cognitive function in SLE and healthy controls (HCs) using both behavioural and neuroimaging techniques. METHODS Patients with SLE with stable disease and HCs were recruited. Clinical and psychological data were collected along with a blood sample for relevant biomarkers. Neurocognitive function was assessed using tests from the Cambridge Neuropsychological Test Automated Battery (CANTAB) and functional magnetic resonance imaging (fMRI) was used to examine brain responses to working memory (WM) and emotional processing (facial emotional recognition task, FERT) tasks. RESULTS Compared with HCs (n=30), patients with SLE (n=36) scored higher on measures of depression, fatigue and had higher hsCRP (p=0.013), IL-6 (p=0.003) and B lymphocyte stimulator (p<0.001). Patients with SLE had poorer performance on a task of sustained attention (p=0.002) and had altered brain responses, particularly in default mode network (DMN) regions and the caudate, during the WM task. Higher organ damage and higher VCAM-1 were associated with less attenuation of the DMN (p=0.005 and p=0.01, respectively) and lower BOLD signal in the caudate areas (p=0.005 and p=0.001, respectively). Increased IL-6 was also associated with lower BOLD signal in caudate areas (p=0.032). CONCLUSIONS Sustained attention was impaired in patients with SLE. Poor attenuation of the DMN may contribute to cognitive impairments in SLE and our data suggest that in addition to mood and fatigue inflammatory mechanisms and organ damage impact cognitive functioning in SLE. The multifaceted nature of CD in SLE means any therapeutic interventions should be individually tailored.
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Affiliation(s)
- Michelle Barraclough
- Arthritis Research UK Centre for Epidemiology, Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK.,NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Shane McKie
- FBMH Platform Sciences, Enabling Technologies & Infrastructure, FBMH Research & Innovation, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK
| | - Ben Parker
- NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK.,Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - Alan Jackson
- Wolfson Molecular Imaging Centre, Institute of Imaging and Bioinformatics, The University of Manchester, Manchester, UK
| | - Philip Pemberton
- Department of Clinical Biochemistry, Manchester University NHS Foundation Trust, Manchester, UK
| | - Rebecca Elliott
- Neuroscience and Psychiatry Unit, Division of Neuroscience and Experimental Psychology, The University of Manchester, Manchester, UK
| | - Ian N Bruce
- Arthritis Research UK Centre for Epidemiology, Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK .,NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
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14
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Cortical thickness reductions associate with abnormal resting-state functional connectivity in non-neuropsychiatric systemic lupus erythematosus. Brain Imaging Behav 2019; 12:674-684. [PMID: 28451920 DOI: 10.1007/s11682-017-9729-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
To detect the abnormal cortical thickness and disrupted brain resting-state functional connectivity (RSFC) in patients with systemic lupus erythematosus (SLE) without neuropsychiatric symptoms (non-NPSLE). Using T1-weighted 3D brain structural data, we first determined the regions with abnormal cortical thickness in a cohort of 33 adult female non-NPSLE patients. By taking brain regions with significantly reduced cortical thickness as the seeds, we calculated their RSFC based on the resting-fMRI data and detected the relationship between the RSFC and cortical thickness in the non-NPSLE patients. Compared to the controls, the non-NPSLE patients showed significantly cortical thinning in the left fusiform gyrus (FUS.L), left lingual gyrus (LING.L), right lingual gyrus (LING.R) and left superior frontal cortex (SFC.L). As for the RSFC, statistical analyses indicated that the abnormal cortical thickness in LING.L is associated with increased RSFC in the left posterior cingulate cortex (PCC.L), and cortical thinning in SFC.L associated with decreased RSFC in left cerebellum 6 (CRBL 6.L) in non-NPSLE patients. In addition, in non-NPSLE patients, the decreased cortical thickness in LING.L was correlated to the increased RSFC in PCC.L, and decreased cortical thickness in SFC.L was correlated to the decreased RSFC in CRBL 6.L. Our findings suggest that the cortical abnormalities may affect brain intrinsic connectivity in non-NPSLE patients.
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15
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Functional connectivity changes in core resting state networks are associated with cognitive performance in systemic lupus erythematosus. J Comp Neurol 2019; 527:1837-1856. [DOI: 10.1002/cne.24656] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Revised: 12/29/2018] [Accepted: 01/17/2019] [Indexed: 12/23/2022]
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16
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Abnormal amplitude of low frequency fluctuation and functional connectivity in non-neuropsychiatric systemic lupus erythematosus: a resting-state fMRI study. Neuroradiology 2019; 61:331-340. [PMID: 30637462 DOI: 10.1007/s00234-018-2138-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Accepted: 11/13/2018] [Indexed: 02/01/2023]
Abstract
PURPOSE To explore the amplitude of low frequency fluctuation (ALFF) and functional connectivity (FC) disorders in non-neuropsychiatric systemic lupus erythematosus (non-NPSLE) patients by resting-state functional magnetic resonance imaging (rs-fMRI) and to study whether there are some clinical biomarkers that can be used to monitor the brain dysfunction. METHODS Based on the rs-fMRI data of 36 non-NPSLE patients and 30 normal controls, we first obtained the regions with abnormal ALFF signals in non-NPSLE patients. Then, by taking these areas as seed regions of interest (ROIs), we calculated the FC between ROIs and the whole brain to assess the network-level alterations. Finally, we correlated the altered values of ALFF and FC in non-NPSLE patients to some clinical data. RESULTS Compared with the controls, non-NPSLE patients showed decreased ALFF in bilateral precuneus and increased ALFF in right cuneus and right calcarine fissure surrounding cortex (CAL). At network level, non-NPSLE patients exhibited higher FC between left precuneus and left middle occipital gyrus (MOG)/left superior occipital gyrus (SOG)/right middle frontal gyrus (MFG)/right dorsolateral superior frontal gyrus (SFGdor), and higher FC between right cuneus and bilateral precuneus/left posterior cingulate gyrus (PCG). The abnormal ALFF in right CAL and abnormal FC in right cuneus-left precuneus, right cuneus-right precuneus, and right cuneus-left PCG were correlated with the patients' certain clinical data (p < 0.05). CONCLUSION Rs-fMRI is a promising tool for detecting the brain function disorders in non-NPSLE patients and to help understand the neurophysiological mechanisms. C4 and Systemic Lupus Erythematosus Disease Activity Index may be biomarkers of brain dysfunction in non-NPSLE patients.
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17
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Magro-Checa C, Steup-Beekman GM, Huizinga TW, van Buchem MA, Ronen I. Laboratory and Neuroimaging Biomarkers in Neuropsychiatric Systemic Lupus Erythematosus: Where Do We Stand, Where To Go? Front Med (Lausanne) 2018; 5:340. [PMID: 30564579 PMCID: PMC6288259 DOI: 10.3389/fmed.2018.00340] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Accepted: 11/19/2018] [Indexed: 01/18/2023] Open
Abstract
Systemic lupus erythematosus (SLE) is a chronic autoimmune disease characterized by multi-systemic involvement. Nervous system involvement in SLE leads to a series of uncommon and heterogeneous neuropsychiatric (NP) manifestations. Current knowledge on the underlying pathogenic processes and their subsequent pathophysiological changes leading to NP-SLE manifestations is incomplete. Several putative laboratory biomarkers have been proposed as contributors to the genesis of SLE-related nervous system damage. Alongside the laboratory biomarkers, several neuroimaging tools have shown to reflect the nature of tissue microstructural damage associated with SLE, and thus were suggested to contribute to the understanding of the pathophysiological changes and subsequently help in clinical decision making. However, the number of useful biomarkers in NP-SLE in clinical practice is disconcertingly modest. In some cases it is not clear whether the biomarker is truly involved in pathogenesis, or the result of non-specific pathophysiological changes in the nervous system (e.g., neuroinflammation) or whether it is the consequence of a concomitant underlying abnormality related to SLE activity. In order to improve the diagnosis of NP-SLE and provide a better targeted care to these patients, there is still a need to develop and validate a range of biomarkers that reliably capture the different aspects of disease heterogeneity. This article critically reviews the current state of knowledge on laboratory and neuroimaging biomarkers in NP-SLE, discusses the factors that need to be addressed to make these biomarkers suitable for clinical application, and suggests potential future research paths to address important unmet needs in the NP-SLE field.
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Affiliation(s)
- César Magro-Checa
- Department of Rheumatology, Leiden University Medical Center, Leiden, Netherlands.,Department of Rheumatology, Zuyderland Medical Center, Heerlen, Netherlands
| | | | - Tom W Huizinga
- Department of Rheumatology, Leiden University Medical Center, Leiden, Netherlands
| | - Mark A van Buchem
- Department of Radiology, Leiden University Medical Center, Leiden, Netherlands.,Department of Radiology, C.J. Gorter Center for High Field MRI, Leiden University Medical Center, Leiden, Netherlands
| | - Itamar Ronen
- Department of Radiology, C.J. Gorter Center for High Field MRI, Leiden University Medical Center, Leiden, Netherlands
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18
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Bendorius M, Po C, Muller S, Jeltsch-David H. From Systemic Inflammation to Neuroinflammation: The Case of Neurolupus. Int J Mol Sci 2018; 19:E3588. [PMID: 30428632 PMCID: PMC6274746 DOI: 10.3390/ijms19113588] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Revised: 11/06/2018] [Accepted: 11/09/2018] [Indexed: 12/17/2022] Open
Abstract
It took decades to arrive at the general consensus dismissing the notion that the immune system is independent of the central nervous system. In the case of uncontrolled systemic inflammation, the relationship between the two systems is thrown off balance and results in cognitive and emotional impairment. It is specifically true for autoimmune pathologies where the central nervous system is affected as a result of systemic inflammation. Along with boosting circulating cytokine levels, systemic inflammation can lead to aberrant brain-resident immune cell activation, leakage of the blood⁻brain barrier, and the production of circulating antibodies that cross-react with brain antigens. One of the most disabling autoimmune pathologies known to have an effect on the central nervous system secondary to the systemic disease is systemic lupus erythematosus. Its neuropsychiatric expression has been extensively studied in lupus-like disease murine models that develop an autoimmunity-associated behavioral syndrome. These models are very useful for studying how the peripheral immune system and systemic inflammation can influence brain functions. In this review, we summarize the experimental data reported on murine models developing autoimmune diseases and systemic inflammation, and we explore the underlying mechanisms explaining how systemic inflammation can result in behavioral deficits, with a special focus on in vivo neuroimaging techniques.
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Affiliation(s)
- Mykolas Bendorius
- UMR 7242 Biotechnologie et Signalisation Cellulaire, École Supérieure de Biotechnologie de Strasbourg (ESBS), Laboratoire d'Excellence Médalis, Université de Strasbourg/CNRS, 67412 Illkirch, France.
| | - Chrystelle Po
- ICube UMR 7357, Université de Strasbourg/CNRS, Fédération de Médecine Translationnelle de Strasbourg, 67000 Strasbourg, France.
| | - Sylviane Muller
- UMR 7242 Biotechnologie et Signalisation Cellulaire, École Supérieure de Biotechnologie de Strasbourg (ESBS), Laboratoire d'Excellence Médalis, Université de Strasbourg/CNRS, 67412 Illkirch, France.
- University of Strasbourg Institute for Advanced Study (USIAS), 67000 Strasbourg, France.
| | - Hélène Jeltsch-David
- UMR 7242 Biotechnologie et Signalisation Cellulaire, École Supérieure de Biotechnologie de Strasbourg (ESBS), Laboratoire d'Excellence Médalis, Université de Strasbourg/CNRS, 67412 Illkirch, France.
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19
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Brain white matter structural networks in patients with non-neuropsychiatric systemic lupus erythematosus. Brain Imaging Behav 2018; 12:142-155. [PMID: 28190161 DOI: 10.1007/s11682-017-9681-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Previous neuroimaging studies have revealed cognitive dysfunction in patients with systemic lupus erythematosus (SLE) and suggested that it may be related to disrupted brain white matter (WM) connectivity. However, no study has examined the topological properties of brain WM structural networks in SLE patients, especially in patients with non-neuropsychiatric SLE (non-NPSLE). In this study, we acquired DTI datasets from 28 non-NPSLE patients and 24 healthy controls, constructed their brain WM structural networks by using a deterministic fiber tracking approach, estimated the topological parameters of their structural networks, and compared their group differences. We reached the following results: 1) At the global level, the non-NPSLE patients showed significantly increased characteristic path length, normalized clustering coefficient and small-worldness, but significantly decreased global efficiency and local efficiency compared to the controls; 2) At the nodal level, the non-NPSLE patients had significantly decreased nodal efficiency in regions related to movement control, executive control, and working memory (bilateral precentral gyri, bilateral middle frontal gyri, bilateral inferior parietal lobes, left median cingulate gyrus and paracingulate gyrus, and right middle temporal gyrus). In addition, to pinpointing the injured WM fiber tracts in the non-NPSLE patients, we reconstructed the major brain WM pathways connecting the abnormal regions at the nodal level with the corticospinal tract (CST), superior longitudinal fasciculus-parietal terminations (SLFP), and superior longitudinal fasciculus-temporal terminations (SLFT). By analyzing the diffusion parameters along these WM fiber pathways, we detected abnormal diffusion parameters in the bilateral CST and right SLFT in the non-NPSLE patients. These results seem to indicate that injured brain WM connectivity exists in SLE patients even in the absence of neuropsychiatric symptoms.
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20
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Wu BB, Ma Y, Xie L, Huang JZ, Sun ZB, Hou ZD, Guo RW, Lin ZR, Duan SX, Zhao SS, Yao-Xie, Sun DM, Zhu CM, Ma SH. Impaired decision-making and functional neuronal network activity in systemic lupus erythematosus. J Magn Reson Imaging 2018. [PMID: 29537670 PMCID: PMC6282848 DOI: 10.1002/jmri.26006] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Background Systemic lupus erythematosus (SLE) is associated with cognitive deficit but the exact neural mechanisms remain unclear. Purpose To explore sequential brain activities using functional magnetic resonance imaging (fMRI) during the performance of a decision‐making task, and to determine whether serum or clinical markers can reflect the involvement of the brain in SLE. Subjects Sixteen female SLE patients without overt clinical neuropsychiatric symptoms and 16 healthy controls were included. Field Strength/Sequence 1.5T, T1‐weighted anatomic images, gradient‐echo echo‐planar imaging sequence, and 3D images. Assessment The computer‐based Iowa Gambling Task (IGT) for assessing decision‐making was performed by SLE patients and 16 matched controls; brain activity was recorded via blood oxygen level‐dependent (BOLD) fMRI. The amplitudes of the average BOLD responses were calculated for each individual subject, and activation data from fMRI experiments were compared between the two groups. Statistical Tests Two‐sample t‐test; repeated‐measures analysis of variance (ANOVA); linear regression analyses. Results Imaging revealed activity in a distributed network of brain regions in both groups, including the ventromedial prefrontal cortex (vmPFC), the orbitofrontal cortex (OFC), the dorsolateral prefrontal cortex (dlPFC), the anterior cingulate cortex (ACC), the posterior cingulate cortex (PCC), and the striatum, as well as the insular, parietal, and occipital cortices. Compared to controls, SLE patients showed lower activation in a convergence zone and the limbic system, namely, the OFC, vmPFC, ACC, and PCC, but greater activation in memory, emotion, and behavior systems involving the dlPFC, the insular cortex and the striatum. Furthermore, brain activation in the vmPFC was positively correlated with IGT scores (r = 0.63, P < 0.001), but inversely related to disease activity (r = −0.57, P < 0.01). Data Conclusion The dynamics among the aforementioned neural systems (some hyperfunctioning, others hypofunctioning) may shed some light on the pathologic mechanisms underlying SLE without overt clinical neuropsychiatric symptoms. In addition, disease activity may potentially be used as an effective biomarker reflecting cerebral involvement in SLE. Level of Evidence: 1 Technical Efficacy: Stage 3 J. Magn. Reson. Imaging 2018;48:1508–1517
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Affiliation(s)
- Bei-Bei Wu
- First Affiliated Hospital of Shantou University Medical College, Shantou, China.,Guang dong Key Laboratory of Medical Molecular Imaging, Shantou, China
| | - Ye Ma
- Department of Linguistics & Languages, Michigan State University, East Lansing, Michigan, USA
| | - Lei Xie
- First Affiliated Hospital of Shantou University Medical College, Shantou, China.,Guang dong Key Laboratory of Medical Molecular Imaging, Shantou, China
| | - Jin-Zhuang Huang
- First Affiliated Hospital of Shantou University Medical College, Shantou, China.,Guang dong Key Laboratory of Medical Molecular Imaging, Shantou, China
| | - Zong-Bo Sun
- First Affiliated Hospital of Shantou University Medical College, Shantou, China.,Guang dong Key Laboratory of Medical Molecular Imaging, Shantou, China
| | - Zhi-Duo Hou
- First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Rui-Wei Guo
- First Affiliated Hospital of Shantou University Medical College, Shantou, China.,Guang dong Key Laboratory of Medical Molecular Imaging, Shantou, China
| | - Zhi-Rong Lin
- First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Shou-Xing Duan
- First Affiliated Hospital of Shantou University Medical College, Shantou, China.,Guang dong Key Laboratory of Medical Molecular Imaging, Shantou, China
| | - Shan-Shan Zhao
- First Affiliated Hospital of Shantou University Medical College, Shantou, China.,Guang dong Key Laboratory of Medical Molecular Imaging, Shantou, China
| | - Yao-Xie
- First Affiliated Hospital of Shantou University Medical College, Shantou, China.,Guang dong Key Laboratory of Medical Molecular Imaging, Shantou, China
| | - Dan-Miao Sun
- First Affiliated Hospital of Shantou University Medical College, Shantou, China.,Guang dong Key Laboratory of Medical Molecular Imaging, Shantou, China
| | - Chun-Min Zhu
- First Affiliated Hospital of Shantou University Medical College, Shantou, China.,Guang dong Key Laboratory of Medical Molecular Imaging, Shantou, China
| | - Shu-Hua Ma
- First Affiliated Hospital of Shantou University Medical College, Shantou, China.,Guang dong Key Laboratory of Medical Molecular Imaging, Shantou, China
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Abstract
Cognitive deficits are common in patients with systemic lupus erythematosus (SLE) regardless of overt neuropsychiatric involvement; however, a clear neuropsychological profile of SLE has not emerged. This study undertook a literature search of the PubMed, Scopus and Ovid (PsychINFO) databases for studies investigating cognitive alterations in SLE, using standardized neuropsychological (NP) measures. The data were analysed using meta-analytical procedures. The results support the observation that relative to healthy controls, SLE (regardless of overt neuropsychiatric involvement) is associated with statistically significant, small effect-sized deficits in visual attention, cognitive fluency, immediate visual memory and visual reasoning. Moreover, the results support a gradient of cognitive disturbance in SLE with significantly greater cognitive impairment in NPSLE patients relative to non-NPSLE patients. Medium-sized deficits were observed in NPSLE patients relative to healthy controls across the domains of: complex attention, delayed verbal memory, language and verbal reasoning (with small or non-significant differences observed in non-NPSLE patients relative to healthy controls). These results are relevant to the understanding, assessment and rehabilitation of patients living with SLE, with or without overt neuropsychiatric involvement.
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Affiliation(s)
- B Leslie
- 97586 College of Science Health and Engineering, La Trobe University , School of Psychology and Public Health, Bundoora, Victoria, Australia
| | - S F Crowe
- 97586 College of Science Health and Engineering, La Trobe University , School of Psychology and Public Health, Bundoora, Victoria, Australia
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22
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Liu S, Cheng Y, Xie Z, Lai A, Lv Z, Zhao Y, Xu X, Luo C, Yu H, Shan B, Xu L, Xu J. A Conscious Resting State fMRI Study in SLE Patients Without Major Neuropsychiatric Manifestations. Front Psychiatry 2018; 9:677. [PMID: 30581397 PMCID: PMC6292957 DOI: 10.3389/fpsyt.2018.00677] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Accepted: 11/23/2018] [Indexed: 02/02/2023] Open
Abstract
Neuropsychiatric systemic lupus erythematosus (NPSLE) is one of the main causes of death in patients with systemic lupus erythematosus (SLE). Signs and symptoms of NPSLE are heterogeneous, and it is hard to diagnose, and treat NPSLE patients in the early stage. We conducted this study to explore the possible brain activity changes using resting state functional magnetic resonance imaging (rs-fMRI) in SLE patients without major neuropsychiatric manifestations (non-NPSLE patients). We also tried to investigate the possible associations among brain activity, disease activity, depression, and anxiety. In our study, 118 non-NPSLE patients and 81 healthy controls (HC) were recruited. Rs-fMRI data were used to calculate the regional homogeneity (ReHo) in all participants. We found decreased ReHo values in the fusiform gyrus and thalamus and increased ReHo values in the parahippocampal gyrus and uncus. The disease activity was positively correlated with ReHo values of the cerebellum and negatively correlated with values in the frontal gyrus. Several brain areas showed correlations with depressive and anxiety statuses. These results suggested that abnormal brain activities might occur before NPSLE and might be the foundation of anxiety and depression symptoms. Early detection and proper treatment of brain dysfunction might prevent the progression to NPSLE. More studies are needed to understand the complicated underlying mechanisms.
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Affiliation(s)
- Shuang Liu
- Department of Rheumatology and Immunology, First Affiliated Hospital of Kunming Medical University, Kunming, China.,Yunnan Key Laboratory of Laboratory Medicine, Kunming, China
| | - Yuqi Cheng
- Yunnan Key Laboratory of Laboratory Medicine, Kunming, China.,Department of Psychiatry, First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Zhongqi Xie
- Department of Rheumatology and Immunology, First Affiliated Hospital of Kunming Medical University, 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
| | - Yueyin Zhao
- 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
| | - Hongjun Yu
- 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.,Yunnan Key Laboratory of Laboratory Medicine, Kunming, China
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23
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Clark KEN, Clark CN, Rahman A. A critical analysis of the tools to evaluate neuropsychiatric lupus. Lupus 2017; 26:504-509. [PMID: 28394235 DOI: 10.1177/0961203317690242] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Neuropsychiatric symptoms occur commonly in patients with systemic lupus erythematosus, but they are not always due to active disease. It is crucial to identify cases that are due to active systemic lupus erythematosus so that appropriate treatment can be instituted. There is no single serological or imaging test that distinguishes active neuropsychiatric systemic lupus erythematosus from neuropsychiatric manifestations caused by other factors such as infection. Most patients with neuropsychiatric systemic lupus erythematosus have generalised features of disease activity. Raised anti-dsDNA and low C3 complement levels are often seen, but are not an invariable guide. The presence of antiphospholipid antibodies is more suggestive of thrombotic than inflammatory causation. A number of other autoantibody tests have been proposed as biomarkers for neuropsychiatric systemic lupus erythematosus, but results in clinical studies have been inconsistent and none has so far entered routine clinical practice. Cerebrospinal fluid features and magnetic resonance imaging appearances are non-specific in neuropsychiatric systemic lupus erythematosus, but are useful in excluding other causes of neuropsychiatric symptoms. Newer magnetic resonance imaging sequences show promise for distinguishing new neuropsychiatric systemic lupus erythematosus activity from previous damage and recent research suggests these may correlate with changes in cognitive function in patients with systemic lupus erythematosus. However, formal cognitive testing is seldom carried out in the acute setting.
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Affiliation(s)
- K E N Clark
- 1 Centre for Rheumatology, Division of Medicine, University College London, London, UK
| | | | - A Rahman
- 1 Centre for Rheumatology, Division of Medicine, University College London, London, UK
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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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Boddaert N, Salvador A, Chandesris MO, Lemaître H, Grévent D, Gauthier C, Naggara O, Georgin-Lavialle S, Moura DS, Munsch F, Jaafari N, Zilbovicius M, Lortholary O, Gaillard R, Hermine O. Neuroimaging evidence of brain abnormalities in mastocytosis. Transl Psychiatry 2017; 7:e1197. [PMID: 28786975 PMCID: PMC5611717 DOI: 10.1038/tp.2017.137] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Revised: 04/06/2017] [Accepted: 04/20/2017] [Indexed: 01/08/2023] Open
Abstract
Mastocytosis is a rare disease in which chronic symptoms are related to mast cell accumulation and activation. Patients can display depression-anxiety-like symptoms and cognitive impairment. The pathophysiology of these symptoms may be associated with tissular mast cell infiltration, mast cell mediator release or both. The objective of this study is to perform morphological or functional brain analyses in mastocytosis to identify brain changes associated with this mast cell disorder. We performed a prospective and monocentric comparative study to evaluate the link between subjective psycho-cognitive complaints, psychiatric evaluation and objective medical data using magnetic resonance imaging with morphological and perfusion sequences (arterial spin-labeled perfusion) in 39 patients with mastocytosis compared with 33 healthy controls. In the test cohort of 39 mastocytosis patients with psycho-cognitive complaints, we found that 49% of them had morphological brain abnormalities, mainly abnormal punctuated white matter abnormalities (WMA). WMA were equally frequent in cutaneous mastocytosis patients and indolent forms of systemic mastocytosis patients (42% and 41% of patients with WMA, respectively). Patients with WMA showed increased perfusion in the putamen compared with patients without WMA and with healthy controls. Putamen perfusion was also negatively correlated with depression subscores. This study demonstrates, for we believe the first time, a high prevalence of morphological and functional abnormalities in the brains of mastocytosis patients with neuropsychiatric complaints. Further studies are required to determine the mechanism underpinning this association and to ascertain its specificity.
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Affiliation(s)
- N Boddaert
- Department of Pediatric Radiology, Hôpital Necker-Enfants Malades, AP-HP, University René Descartes, PRES Sorbonne Paris Cité, INSERM U1000 and UMR 1163, Institut Imagine, Paris, France,Department of Pediatric Radiology, Hôpital Necker-Enfants Malades, AP-HP, University René Descartes, PRES Sorbonne Paris Cité, INSERM U1000 and UMR 1163, Institut Imagine, 149 rue de Sèvres, 75015 Paris, France. E-mail:
| | - A Salvador
- Laboratoire de “Physiopathologie des Maladies Psychiatriques”, Centre de Psychiatrie et Neurosciences U894, INSERM, Université Paris Descartes, Sorbonne Paris Cité, Paris, France,Service de Psychiatrie, Centre Hospitalier Sainte-Anne, Université Paris Descartes, Sorbonne Paris Cité, Faculté de Médecine Paris Descartes, Paris, France
| | - M O Chandesris
- Centre de Référence des Mastocytoses, Université Paris Descartes, Sorbonne, Paris Cité, Hôpital Necker-Enfants Malades, Fondation Imagine, Paris, France,Service d'Hématologie Adulte, Université Paris Descartes, Sorbonne, Paris Cité, Assistance Publique-Hôpitaux de Paris, Institut Imagine, Hôpital Necker-Enfants Malades, Paris, France
| | - H Lemaître
- Department of Pediatric Radiology, Hôpital Necker-Enfants Malades, AP-HP, University René Descartes, PRES Sorbonne Paris Cité, INSERM U1000 and UMR 1163, Institut Imagine, Paris, France
| | - D Grévent
- Department of Pediatric Radiology, Hôpital Necker-Enfants Malades, AP-HP, University René Descartes, PRES Sorbonne Paris Cité, INSERM U1000 and UMR 1163, Institut Imagine, Paris, France
| | - C Gauthier
- Service de Psychiatrie, Centre Hospitalier Sainte-Anne, Université Paris Descartes, Sorbonne Paris Cité, Faculté de Médecine Paris Descartes, Paris, France
| | - O Naggara
- Department of Neuroradiology, Service Hospitalo-Universitaire, Centre Hospitalier Sainte-Anne, Université Paris Descartes, Sorbonne Paris Cité, INSERM UMR894, Paris, France
| | - S Georgin-Lavialle
- Centre de Référence des Mastocytoses, Université Paris Descartes, Sorbonne, Paris Cité, Hôpital Necker-Enfants Malades, Fondation Imagine, Paris, France,INSERM U1163 and CNRS ERL 8254 and Laboratory of Physiopathology and Treatment of Hematological Disorders, Hôpital Necker-Enfants Malades, Paris, France,Service de Médecine Interne, Hôpital Tenon, Université Pierre et Marie Curie, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - D S Moura
- Centre de Référence des Mastocytoses, Université Paris Descartes, Sorbonne, Paris Cité, Hôpital Necker-Enfants Malades, Fondation Imagine, Paris, France,INSERM U1163 and CNRS ERL 8254 and Laboratory of Physiopathology and Treatment of Hematological Disorders, Hôpital Necker-Enfants Malades, Paris, France,Laboratoire de Psychopathologie et Processus de Santé, EA 4057, IUPDP, Institut de Psychologie, Université Paris Descartes, Paris, France
| | - F Munsch
- MRI France GE Healthcare, Vélizy Villacoublay, France and Université de Bordeaux, Bordeaux, France,Inserm U1215 - Neurocentre Magendie, Bordeaux, France
| | - N Jaafari
- Unité de Recherche Clinique Intersectorielle en Psychiatrie à Vocation Régionale Pierre Deniker du Centre Hospitalier Henri Laborit, INSERM CIC-P 1402, INSERM U 1084 Laboratoire Expérimental et Clinique en Neurosciences, Univ Poitiers, CHU Poitiers, Groupement De Recherche CNRS 3557, Poitiers, France
| | - M Zilbovicius
- Department of Pediatric Radiology, Hôpital Necker-Enfants Malades, AP-HP, University René Descartes, PRES Sorbonne Paris Cité, INSERM U1000 and UMR 1163, Institut Imagine, Paris, France
| | - O Lortholary
- Centre de Référence des Mastocytoses, Université Paris Descartes, Sorbonne, Paris Cité, Hôpital Necker-Enfants Malades, Fondation Imagine, Paris, France,Infectious Diseases Unit, Necker-Enfants Malades Hospital, AP-HP Paris, Paris, France,Paris Descartes University, Imagine Institute, Paris, France
| | - R Gaillard
- Laboratoire de “Physiopathologie des Maladies Psychiatriques”, Centre de Psychiatrie et Neurosciences U894, INSERM, Université Paris Descartes, Sorbonne Paris Cité, Paris, France,Service de Psychiatrie, Centre Hospitalier Sainte-Anne, Université Paris Descartes, Sorbonne Paris Cité, Faculté de Médecine Paris Descartes, Paris, France,Centre de Référence des Mastocytoses, Université Paris Descartes, Sorbonne, Paris Cité, Hôpital Necker-Enfants Malades, Fondation Imagine, Paris, France,Human Histopathology and Animal Models, Infection and Epidemiology Department, Institut Pasteur, Paris, France
| | - O Hermine
- Centre de Référence des Mastocytoses, Université Paris Descartes, Sorbonne, Paris Cité, Hôpital Necker-Enfants Malades, Fondation Imagine, Paris, France,Service d'Hématologie Adulte, Université Paris Descartes, Sorbonne, Paris Cité, Assistance Publique-Hôpitaux de Paris, Institut Imagine, Hôpital Necker-Enfants Malades, Paris, France,INSERM U1163 and CNRS ERL 8254 and Laboratory of Physiopathology and Treatment of Hematological Disorders, Hôpital Necker-Enfants Malades, Paris, France
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26
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Xu X, Hui ES, Mok MY, Jian J, Lau CS, Mak HKF. Structural Brain Network Reorganization in Patients with Neuropsychiatric Systemic Lupus Erythematosus. AJNR Am J Neuroradiol 2017; 38:64-70. [PMID: 27633804 DOI: 10.3174/ajnr.a4947] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2016] [Accepted: 07/28/2016] [Indexed: 12/13/2022]
Abstract
BACKGROUND AND PURPOSE Patients with neuropsychiatric systemic lupus erythematosus have worse outcomes compared with those with systemic lupus erythematosus. A better understanding of the mechanisms of neuropsychiatric systemic lupus erythematosus could potentially improve diagnosis and management. The goal of this study was to investigate the differences in the structural brain network of patients with neuropsychiatric systemic lupus erythematosus compared with patients with systemic lupus erythematosus by using brain connectivity analysis. MATERIALS AND METHODS We recruited 20 subjects for each patient cohort and age-matched healthy controls. The topology and efficiency of the network and the characteristics of various brain hubs were investigated by using brain connectivity analysis of diffusion MR imaging data. RESULTS There were more extensive reorganizations in the structural brain network of patients with neuropsychiatric systemic lupus erythematosus than in patients with systemic lupus erythematosus. For example, the network of the former had significantly decreased clustering coefficient and local efficiency. They also had significantly lower nodal efficiency in the superior temporal gyrus (P = .046) and middle temporal gyrus (P = .041). CONCLUSIONS Our results hint at a plausible relationship between the neuropsychiatric symptoms and reorganization of the structural brain network of patients with systemic lupus erythematosus. Brain connectivity analysis may be a potential tool to subtype these patients.
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Affiliation(s)
- X Xu
- From the Department of Diagnostic Radiology (X.X., E.S.H., H.K.F.M.)
| | - E S Hui
- From the Department of Diagnostic Radiology (X.X., E.S.H., H.K.F.M.)
| | - M Y Mok
- Department of Biomedical Sciences (M.Y.M.), City University of Hong Kong, Kowloon Tong, Hong Kong Special Administrative Region
| | - J Jian
- Radiology Department (J.J.), The First Affiliated Hospital, Nanchang University, Nanchang, Jiangxi China
| | - C S Lau
- Division of Rheumatology and Clinical Immunology (C.S.L.), Department of Medicine, University of Hong Kong, Pokfulam, Hong Kong Special Administrative Region
| | - H K F Mak
- From the Department of Diagnostic Radiology (X.X., E.S.H., H.K.F.M.)
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27
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Kozora E, Uluğ AM, Erkan D, Vo A, Filley CM, Ramon G, Burleson A, Zimmerman R, Lockshin MD. Functional Magnetic Resonance Imaging of Working Memory and Executive Dysfunction in Systemic Lupus Erythematosus and Antiphospholipid Antibody-Positive Patients. Arthritis Care Res (Hoboken) 2016; 68:1655-1663. [DOI: 10.1002/acr.22873] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2015] [Revised: 02/12/2016] [Accepted: 02/23/2016] [Indexed: 11/10/2022]
Affiliation(s)
- E. Kozora
- National Jewish Health and University of Colorado School of Medicine, Denver, Colorado, and Hospital for Special Surgery and Weill Medical College, Cornell University; New York New York
| | - A. M. Uluğ
- The Feinstein Institute for Medical Research, Manhasset, New York, Hofstra University, Hempstead, New York, Albert Einstein College of Medicine, Bronx, New York, and Institute of Biomedical Engineering, Boğaziçi University; Istanbul Turkey
| | - D. Erkan
- Hospital for Special Surgery and Weill Medical College, Cornell University; New York New York
| | - A. Vo
- The Feinstein Institute for Medical Research; Manhasset New York
| | - C. M. Filley
- University of Colorado School of Medicine and Denver Veterans Affairs Medical Center; Denver Colorado
| | - G. Ramon
- Hospital for Special Surgery; New York New York
| | | | - R. Zimmerman
- Weill Medical College, Cornell University; New York New York
| | - M. D. Lockshin
- Hospital for Special Surgery and Weill Medical College, Cornell University; New York New York
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28
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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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29
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Mak A, Tay SH. Connective tissue diseases: Functional MRI in SLE-the current state. Nat Rev Rheumatol 2015; 11:686-7. [PMID: 26481435 DOI: 10.1038/nrrheum.2015.143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Anselm Mak
- Division of Rheumatology, Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, 1E Kent Ridge Road, Level 10, NUHS Tower Block, Singapore 119228, Singapore
| | - Sen Hee Tay
- Division of Rheumatology, Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, 1E Kent Ridge Road, Level 10, NUHS Tower Block, Singapore 119228, Singapore
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30
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Mikdashi JA. Altered functional neuronal activity in neuropsychiatric lupus: A systematic review of the fMRI investigations. Semin Arthritis Rheum 2015; 45:455-62. [PMID: 26897255 DOI: 10.1016/j.semarthrit.2015.08.002] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2015] [Revised: 08/07/2015] [Accepted: 08/11/2015] [Indexed: 10/23/2022]
Abstract
OBJECTIVE Recent years have seen a rapid increase in the investigation of neuropsychiatric lupus (NPSLE) through the use of functional magnetic resonance imaging (fMRI). Measuring specific neuronal activity in regional brain structures during a cognitive task may identify possible biomarker for NPSLE. METHODS A systematic review of fMRI studies of systemic lupus erythematosus (SLE) is carried out to address common findings that characterize NPSLE. RESULTS A disturbance to the working memory and executive function brain regions is among the most well-replicated finding. Differences in brain activation may relate to an early primary dysfunction of these regions. Increased functional connectivity strength in the fronto-parietal cortex in the resting state is correlated with SLE disease activity in one study. Decrease functional connectivity is observed in lupus patients with long-term disease. However, there is strong evidence that points toward a lack of effective integration of distributed functional brain regions and disruptions in the subtle modulation of brain function in relation to task demands in SLE. Limitations of the literature to date include the use of small sample size and the lack of addressing the effect of confounding variables, including immunosuppressive treatment. CONCLUSION Careful definitions of the fMRI technique used both in the design, analyses, and interpretation of high dimensional data is needed, when dealing with a limited number of SLE subjects with heterogeneous manifestations and unknown pathophysiology.
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Affiliation(s)
- Jamal A Mikdashi
- Division of Rheumatology and Clinical Immunology, University of Maryland School of Medicine, 10 South Pine St, Suite 834, Baltimore, MD 21201.
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31
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Barraclough M, Elliott R, McKie S, Parker B, Bruce IN. Cognitive dysfunction and functional magnetic resonance imaging in systemic lupus erythematosus. Lupus 2015; 24:1239-47. [PMID: 26124237 DOI: 10.1177/0961203315593819] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2015] [Accepted: 05/05/2015] [Indexed: 01/04/2023]
Abstract
Cognitive dysfunction is a common aspect of systemic lupus erythematosus (SLE) and is increasingly reported as a problem by patients. In many cases the exact cause is unclear. Limited correlations between specific autoantibodies or structural brain abnormalities and cognitive dysfunction in SLE have been reported. It may be that the most appropriate biomarkers have yet to be found. Functional magnetic resonance imaging (fMRI) is a technique used in many other conditions and provides sensitive measures of brain functionality during cognitive tasks. It is now beginning to be employed in SLE studies. These studies have shown that patients with SLE often perform similarly to healthy controls in terms of behavioural measures on cognitive tasks. However, SLE patients appear to employ compensatory brain mechanisms, such as increased response in fronto-parietal regions, to maintain adequate cognitive performance. As there have been only a few studies using fMRI in SLE to investigate cognitive dysfunction, many questions remain unanswered. Further research could, however, help to identify biomarkers for cognitive dysfunction in SLE.
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Affiliation(s)
- M Barraclough
- Arthritis Research UK Centre for Epidemiology, Centre for Musculoskeletal Research, Institute of Inflammation and Repair, Manchester Academic Health Science Centre, The University of Manchester, UK NIHR Manchester Musculoskeletal Biomedical Research Unit, Central Manchester University Hospital NHS Foundation Trust and Manchester Academic Health Science Centre, Manchester, UK
| | - R Elliott
- NIHR Manchester Musculoskeletal Biomedical Research Unit, Central Manchester University Hospital NHS Foundation Trust and Manchester Academic Health Science Centre, Manchester, UK Neuroscience and Psychiatry Unit, Institute of Brain and Behaviour and Mental Health, The University of Manchester, UK and Manchester Academic Health Science Centre
| | - S McKie
- NIHR Manchester Musculoskeletal Biomedical Research Unit, Central Manchester University Hospital NHS Foundation Trust and Manchester Academic Health Science Centre, Manchester, UK Neuroscience and Psychiatry Unit, Institute of Brain and Behaviour and Mental Health, The University of Manchester, UK and Manchester Academic Health Science Centre
| | - B Parker
- Arthritis Research UK Centre for Epidemiology, Centre for Musculoskeletal Research, Institute of Inflammation and Repair, Manchester Academic Health Science Centre, The University of Manchester, UK NIHR Manchester Musculoskeletal Biomedical Research Unit, Central Manchester University Hospital NHS Foundation Trust and Manchester Academic Health Science Centre, Manchester, UK
| | - I N Bruce
- Arthritis Research UK Centre for Epidemiology, Centre for Musculoskeletal Research, Institute of Inflammation and Repair, Manchester Academic Health Science Centre, The University of Manchester, UK NIHR Manchester Musculoskeletal Biomedical Research Unit, Central Manchester University Hospital NHS Foundation Trust and Manchester Academic Health Science Centre, Manchester, UK
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32
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Ardila A, Bernal B, Rosselli M. Language and visual perception associations: meta-analytic connectivity modeling of Brodmann area 37. Behav Neurol 2015; 2015:565871. [PMID: 25648869 PMCID: PMC4306224 DOI: 10.1155/2015/565871] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2014] [Revised: 12/09/2014] [Accepted: 12/17/2014] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Understanding the functions of different brain areas has represented a major endeavor of neurosciences. Historically, brain functions have been associated with specific cortical brain areas; however, modern neuroimaging developments suggest cognitive functions are associated to networks rather than to areas. OBJECTIVE The purpose of this paper was to analyze the connectivity of Brodmann area (BA) 37 (posterior, inferior, and temporal/fusiform gyrus) in relation to (1) language and (2) visual processing. METHODS Two meta-analyses were initially conducted (first level analysis). The first one was intended to assess the language network in which BA37 is involved. The second one was intended to assess the visual perception network. A third meta-analysis (second level analysis) was then performed to assess contrasts and convergence between the two cognitive domains (language and visual perception). The DataBase of Brainmap was used. RESULTS Our results support the role of BA37 in language but by means of a distinct network from the network that supports its second most important function: visual perception. CONCLUSION It was concluded that left BA37 is a common node of two distinct networks-visual recognition (perception) and semantic language functions.
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Affiliation(s)
- Alfredo Ardila
- Department of Communication Sciences and Disorders, Florida International University, Miami, FL 33199, USA
| | - Byron Bernal
- Radiology Department and Research Institute, Miami Children's Hospital, Miami, FL 33155, USA
| | - Monica Rosselli
- Department of Psychology, Florida Atlantic University, Davie, FL 33314, USA
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33
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Cognitive dysfunction in active and remitted Egyptian non-neuropsychiatric systemic lupus erythematosus patients. MIDDLE EAST CURRENT PSYCHIATRY 2014. [DOI: 10.1097/01.xme.0000453068.43994.ed] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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34
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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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35
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Jeltsch-David H, Muller S. Neuropsychiatric systemic lupus erythematosus and cognitive dysfunction: the MRL-lpr mouse strain as a model. Autoimmun Rev 2014; 13:963-73. [PMID: 25183233 DOI: 10.1016/j.autrev.2014.08.015] [Citation(s) in RCA: 63] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2014] [Accepted: 07/10/2014] [Indexed: 12/19/2022]
Abstract
Mouse models of autoimmunity, such as (NZB×NZW)F1, MRL/MpJ-Fas(lpr) (MRL-lpr) and BXSB mice, spontaneously develop systemic lupus erythematosus (SLE)-like syndromes with heterogeneity and complexity that characterize human SLE. Despite their inherent limitations, such models have highly contributed to our current understanding of the pathogenesis of SLE as they provide powerful tools to approach the human disease at the genetic, cellular, molecular and environmental levels. They also allow novel treatment strategies to be evaluated in a complex integrated system, a favorable context knowing that very few murine models that adequately mimic human autoimmune diseases exist. As we move forward with more efficient medications to treat lupus patients, certain forms of the disease that requires to be better understood at the mechanistic level emerge. This is the case of neuropsychiatric (NP) events that affect 50-60% at SLE onset or within the first year after SLE diagnosis. Intense research performed at deciphering NP features in lupus mouse models has been undertaken. It is central to develop the first lead molecules aimed at specifically treating NPSLE. Here we discuss how mouse models, and most particularly MRL-lpr female mice, can be used for studying the pathogenesis of NPSLE in an animal setting, what are the NP symptoms that develop, and how they compare with human SLE, and, with a critical view, what are the neurobehavioral tests that are pertinent for evaluating the degree of altered functions and the progresses resulting from potentially active therapeutics.
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Affiliation(s)
- Hélène Jeltsch-David
- CNRS, Immunopathologie et chimie thérapeutique/Laboratory of excellence Medalis, Institut de Biologie Moléculaire et Cellulaire, 67000 Strasbourg, France.
| | - Sylviane Muller
- CNRS, Immunopathologie et chimie thérapeutique/Laboratory of excellence Medalis, Institut de Biologie Moléculaire et Cellulaire, 67000 Strasbourg, France.
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Abstract
PURPOSE OF REVIEW Neuropsychiatric manifestations pose diagnostic and therapeutic challenges in systemic lupus erythematosus (SLE). We review recently published studies on the epidemiology, pathogenesis, neuroimaging, and treatment of NPSLE. RECENT FINDINGS Generalized SLE activity or damage and antiphospholipid antibodies are identified as major risk factors for neuropsychiatric involvement. NPSLE patients have increased genetic burden and novel genomic approaches are expected to elucidate its pathogenesis. Animal data suggest that, in cases of disturbed blood-brain barrier, autoantibodies against the NR2 subunits of the N-methyl-D-aspartate receptor and 16/6 idiotype antibodies may cause diffuse neuropsychiatric manifestations through neuronal apoptosis or brain inflammation; data in humans are still circumstantial. In NPSLE, advanced neuroimaging uncovers structural and metabolic abnormalities in brain regions with normal appearance on conventional MRI. Treatment includes corticosteroids/immunosuppressants for inflammatory manifestations or generalized SLE activity, and antiplatelets/anticoagulation for manifestations related to antiphospholipid antibodies. In refractory cases, uncontrolled studies suggest a beneficial role of rituximab. SUMMARY We have begun to better understand how brain-reactive autoantibodies, present in a proportion of SLE patients, can cause brain injury and diffuse NPSLE. Further testing will be required to determine the clinical utility of advanced neuroimaging. Controlled trials are needed to guide therapeutic decisions.
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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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Ren T, Ho RCM, Mak A. Dysfunctional cortico-basal ganglia-thalamic circuit and altered hippocampal-amygdala activity on cognitive set-shifting in non-neuropsychiatric systemic lupus erythematosus. ACTA ACUST UNITED AC 2013; 64:4048-59. [PMID: 23165941 DOI: 10.1002/art.34660] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2012] [Accepted: 07/31/2012] [Indexed: 01/07/2023]
Abstract
OBJECTIVE To explore sequential brain activities throughout cognitive set-shifting, which is critical to understanding the basic pathophysiology of cognitive dysfunction, in patients with new-onset systemic lupus erythematosus (SLE) without neuropsychiatric symptoms. METHODS Fourteen patients with new-onset SLE but without neuropsychiatric symptoms and 14 healthy controls matched for age, sex, education level, and intelligence quotient with the patients performed a cognitive set-shifting task derived from the Wisconsin Card Sorting Test while they were undergoing event-related functional magnetic resonance imaging of the brain. Blood oxygen level-dependent signals were compared between different stages of cognitive set-shifting in the lupus patients and in the healthy subjects. RESULTS Lupus patients and healthy subjects demonstrated comparable cognitive function performance, but the cortico-basal ganglia-thalamic-cortical circuit and amygdala-hippocampus coupling, which were involved in response inhibition and active forgetting-learning dynamics, respectively, were demonstrated to be compromised in patients with SLE. Moreover, an increase in contralateral cerebellar-frontal activity was found to compensate for the compromised cortico-basal ganglia-thalamic-cortical circuit in lupus patients in order to maintain their cognitive test performance as comparable to that of the healthy subjects. CONCLUSION Our study revealed significant differences in the sequential brain signals during cognitive set-shifting between patients with SLE without neuropsychiatric symptoms and healthy subjects. The results prompt further in-depth investigation for the functional neural basis of cognitive dysfunction involving the aforementioned neural circuits and compensatory pathways in patients with SLE.
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Affiliation(s)
- Tao Ren
- National University of Singapore Yong Loo Lin School of Medicine, Singapore
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39
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DiFrancesco MW, Gitelman DR, Klein-Gitelman MS, Sagcal-Gironella ACP, Zelko F, Beebe D, Parrish T, Hummel J, Ying J, Brunner HI. Functional neuronal network activity differs with cognitive dysfunction in childhood-onset systemic lupus erythematosus. Arthritis Res Ther 2013; 15:R40. [PMID: 23497727 PMCID: PMC3672728 DOI: 10.1186/ar4197] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2012] [Accepted: 02/21/2013] [Indexed: 11/10/2022] Open
Abstract
Introduction Neuropsychiatric manifestations are common in childhood-onset systemic lupus erythematosus (cSLE) and often include neurocognitive dysfunction (NCD). Functional magnetic resonance imaging (fMRI) can measure brain activation during tasks that invoke domains of cognitive function impaired by cSLE. This study investigates specific changes in brain function attributable to NCD in cSLE that have potential to serve as imaging biomarkers. Methods Formal neuropsychological testing was done to measure cognitive ability and to identify NCD. Participants performed fMRI tasks probing three cognitive domains impacted by cSLE: visuoconstructional ability (VCA), working memory, and attention. Imaging data, collected on 3-Tesla scanners, included a high-resolution T1-weighted anatomic reference image followed by a T2*-weighted whole-brain echo planar image series for each fMRI task. Brain activation using blood oxygenation level-dependent contrast was compared between cSLE patients with NCD (NCD-group, n = 7) vs. without NCD (noNCD-group, n = 14) using voxel-wise and region of interest-based analyses. The relationship of brain activation during fMRI tasks and performance in formal neuropsychological testing was assessed. Results Greater brain activation was observed in the noNCD-group vs. NCD-group during VCA and working memory fMRI tasks. Conversely, compared to the noNCD-group, the NCD-group showed more brain activation during the attention fMRI task. In region of interest analysis, brain activity during VCA and working memory fMRI tasks was positively associated with the participants' neuropsychological test performance. In contrast, brain activation during the attention fMRI task was negatively correlated with neuropsychological test performance. While the NCD group performed worse than the noNCD group during VCA and working memory tasks, the attention task was performed equally well by both groups. Conclusions NCD in patients with cSLE is characterized by differential activation of functional neuronal networks during fMRI tasks probing working memory, VCA, and attention. Results suggest a compensatory mechanism allows maintenance of attentional performance under NCD. This mechanism appears to break down for the VCA and working memory challenges presented in this study. The observation that neuronal network activation is related to the formal neuropsychological testing performance makes fMRI a candidate imaging biomarker for cSLE-associated NCD.
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Abstract
In connective tissue diseases, especially systemic lupus erythematosus and Sjögren's syndrome, diverse neurological symptoms and syndromes involving both the central and peripheral nervous system can occur at any stage of the disease. The pathogenesis is diverse. Prevalence figures in the literature vary considerably and the causal relationships are often uncertain. Very often connective tissue diseases must be considered in the differential diagnosis of conditions manifesting with unclear neurological symptoms. Both rheumatologists and neurologists should be familiar with the main neurological signs, symptoms and complications of connective tissue diseases and should recognize the importance of diagnostic testing.
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Affiliation(s)
- L Harms
- Klinik und Hochschulambulanz für Neurologie, Charité Universitätsmedizin Berlin, Campus Mitte, Charitéplatz 1, 10117, Berlin, Deutschland.
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41
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Abstract
Increased longevity of patients with systemic lupus erythematosus (SLE) leads to chronic organ damage accrual, which reduces the possibility of further survival improvement in patients with the disease. Observations from lupus centres worldwide revealed that the prevalence of damage occurring in the cardiovascular system in patients with SLE has increased over the past four decades. The results of a meta-analysis involving over 70 observational studies demonstrated that lupus-related organ damage involving the neuropsychiatric and renal systems also remains a major factor that limits survival improvement in patients with this disease. While efforts to halt acute lupus-related injury are continuing, through early diagnosis and effective use of immunosuppressive agents, a concomitant strategy to improve survival of patients with SLE would be early detection and timely treatment of lupus-related organ damage with meticulous monitoring. This Review discusses the pattern and trend of organ damage in patients with SLE worldwide, the potential serological and genetic mechanisms of organ damage, and the advances in research on potential tools for early detection of lupus-related organ damage, such as functional brain imaging techniques, measurement of endothelial function, identification of biomarkers from body fluids, and development of risk calculation models.
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