182 results on '"Anne H. Cross"'
Search Results
2. Exploring the association between weight loss-inducing medications and multiple sclerosis: insights from the FDA adverse event reporting system database
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Afsaneh Shirani, Anne H. Cross, and Olaf Stuve
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Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Background: Several studies have demonstrated that early childhood and adolescent obesity are risk factors for multiple sclerosis (MS) susceptibility. Obesity is thought to share inflammatory components with MS through overproduction of pro-inflammatory adipokines (e.g., leptin) and reduction of anti-inflammatory adipokines (e.g, adiponectin). Recently, drug repurposing (i.e. identifying new indications for existing drugs) has garnered significant attention. The US Food and Drug Administration Adverse Event Reporting System (FAERS) database serves not only as a resource for mining adverse drug reactions and safety signals but also for identifying inverse associations and potential medication repurposing opportunities. Objective: We aimed to explore the association between weight-loss-inducing drugs and MS using real-world reports from the FAERS database. Design: Secondary analysis of existing data from the FAERS database. Methods: We conducted a disproportionality analysis using the FAERS database between the fourth quarter of 2003 and the second quarter of 2023 to explore associations between MS and weight loss-inducing drugs. Disproportionality was quantified using the reporting odds ratio (ROR). An inverse association was defined when the upper limit of the 95% confidence interval for ROR was
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- 2024
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3. 'Brain age' predicts disability accumulation in multiple sclerosis
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Matthew R. Brier, Zhuocheng Li, Maria Ly, Helmet T. Karim, Leda Liang, Weixin Du, John E. McCarthy, Anne H. Cross, Tammie L. S. Benzinger, Robert T. Naismith, and Salim Chahin
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Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Objective Neurodegenerative conditions often manifest radiologically with the appearance of premature aging. Multiple sclerosis (MS) biomarkers related to lesion burden are well developed, but measures of neurodegeneration are less well‐developed. The appearance of premature aging quantified by machine learning applied to structural MRI assesses neurodegenerative pathology. We assess the explanatory and predictive power of “brain age” analysis on disability in MS using a large, real‐world dataset. Methods Brain age analysis is predicated on the over‐estimation of predicted brain age in patients with more advanced pathology. We compared the performance of three brain age algorithms in a large, longitudinal dataset (>13,000 imaging sessions from >6,000 individual MS patients). Effects of MS, MS disease course, disability, lesion burden, and DMT efficacy were assessed using linear mixed effects models. Results MS was associated with advanced predicted brain age cross‐sectionally and accelerated brain aging longitudinally in all techniques. While MS disease course (relapsing vs. progressive) did contribute to advanced brain age, disability was the primary correlate of advanced brain age. We found that advanced brain age at study enrollment predicted more disability accumulation longitudinally. Lastly, a more youthful appearing brain (predicted brain age less than actual age) was associated with decreased disability. Interpretation Brain age is a technically tractable and clinically relevant biomarker of disease pathology that correlates with and predicts increasing disability in MS. Advanced brain age predicts future disability accumulation.
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- 2023
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4. Evaluating brain damage in multiple sclerosis with simultaneous multi‐angular‐relaxometry of tissue
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Biao Xiang, Jie Wen, Robert E. Schmidt, Alexander L. Sukstanskii, Daniel Mamah, Dmitriy A. Yablonskiy, and Anne H. Cross
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Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Objective Multiple sclerosis (MS) is a common demyelinating central nervous system disease. MRI methods that can quantify myelin loss are needed for trials of putative remyelinating agents. Quantitative magnetization transfer MRI introduced the macromolecule proton fraction (MPF), which correlates with myelin concentration. We developed an alternative approach, Simultaneous‐Multi‐Angular‐Relaxometry‐of‐Tissue (SMART) MRI, to generate MPF. Our objective was to test SMART‐derived MPF metric as a potential imaging biomarker of demyelination. Methods Twenty healthy control (HC), 11 relapsing–remitting MS (RRMS), 22 progressive MS (PMS), and one subject with a biopsied tumefactive demyelinating lesion were scanned at 3T using SMART MRI. SMART‐derived MPF metric was determined in normal‐appearing cortical gray matter (NAGM), normal‐appearing subcortical white matter (NAWM), and demyelinating lesions. MPF metric was evaluated for correlations with physical and cognitive test scores. Comparisons were made between HC and MS and between MS subtypes. Furthermore, correlations were determined between MPF and neuropathology in the biopsied person. Results SMART‐derived MPF in NAGM and NAWM were lower in MS than HC (p
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- 2022
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5. Blood neurofilament light levels predict non-relapsing progression following anti-CD20 therapy in relapsing and primary progressive multiple sclerosis: findings from the ocrelizumab randomised, double-blind phase 3 clinical trialsResearch in context
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Amit Bar-Or, Gian-Andrea Thanei, Christopher Harp, Corrado Bernasconi, Ulrike Bonati, Anne H. Cross, Saloumeh Fischer, Laura Gaetano, Stephen L. Hauser, Robert Hendricks, Ludwig Kappos, Jens Kuhle, David Leppert, Fabian Model, Annette Sauter, Harold Koendgen, Xiaoming Jia, and Ann E. Herman
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Multiple sclerosis ,Ocrelizumab ,NfL ,Biomarker ,Disease progression ,Medicine ,Medicine (General) ,R5-920 - Abstract
Summary: Background: Neurofilament light chain (NfL), a neuronal cytoskeletal protein that is released upon neuroaxonal injury, is associated with multiple sclerosis (MS) relapsing activity and has demonstrated some prognostic ability for future relapse-related disease progression, yet its value in assessing non-relapsing disease progression remains unclear. Methods: We examined baseline and longitudinal blood NfL levels in 1421 persons with relapsing MS (RMS) and 596 persons with primary progressive MS (PPMS) from the pivotal ocrelizumab MS trials. NfL treatment-response and risk for disease worsening (including disability progression into the open-label extension period and slowly expanding lesions [SELs] on brain MRI) at baseline and following treatment with ocrelizumab were evaluated using time-to-event analysis and linear regression models. Findings: In persons from the RMS control arms without acute disease activity and in the entire PPMS control arm, higher baseline NfL was prognostic for greater whole brain and thalamic atrophy, greater volume expansion of SELs, and clinical progression. Ocrelizumab reduced NfL levels vs. controls in persons with RMS and those with PPMS, and abrogated the prognostic value of baseline NfL on disability progression. Following effective suppression of relapse activity by ocrelizumab, NfL levels at weeks 24 and 48 were significantly associated with long-term risk for disability progression, including up to 9 years of observation in RMS and PPMS. Interpretation: Highly elevated NfL from acute MS disease activity may mask a more subtle NfL abnormality that reflects underlying non-relapsing progressive biology. Ocrelizumab significantly reduced NfL levels, consistent with its effects on acute disease activity and disability progression. Persistently elevated NfL levels, observed in a subgroup of persons under ocrelizumab treatment, demonstrate potential clinical utility as a predictive biomarker of increased risk for clinical progression. Suppression of relapsing biology with high-efficacy immunotherapy provides a window into the relationship between NfL levels and future non-relapsing progression. Funding: F. Hoffmann-La Roche Ltd.
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- 2023
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6. Quantitative signal properties from standardized MRIs correlate with multiple sclerosis disability
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Matthew R. Brier, Abraham Z. Snyder, Aaron Tanenbaum, Richard A. Rudick, Elizabeth Fisher, Stephen Jones, Joshua S. Shimony, Anne H. Cross, Tammie L. S. Benzinger, and Robert T. Naismith
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Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Objective To enable use of clinical magnetic resonance images (MRIs) to quantify abnormalities in normal appearing (NA) white matter (WM) and gray matter (GM) in multiple sclerosis (MS) and to determine associations with MS‐related disability. Identification of these abnormalities heretofore has required specialized scans not routinely available in clinical practice. Methods We developed an analytic technique which normalizes image intensities based on an intensity atlas for quantification of WM and GM abnormalities in standardized MRIs obtained with clinical sequences. Gaussian mixture modeling is applied to summarize image intensity distributions from T1‐weighted and 3D‐FLAIR (T2‐weighted) images from 5010 participants enrolled in a multinational database of MS patients which collected imaging, neuroperformance and disability measures. Results Intensity distribution metrics distinguished MS patients from control participants based on normalized non‐lesional signal differences. This analysis revealed non‐lesional differences between relapsing MS versus progressive MS subtypes. Further, the correlation between our non‐lesional measures and disability was approximately three times greater than that between total lesion volume and disability, measured using the patient derived disease steps. Multivariate modeling revealed that measures of extra‐lesional tissue integrity and atrophy contribute uniquely, and approximately equally, to the prediction of MS‐related disability. Interpretation These results support the notion that non‐lesional abnormalities correlate more strongly with MS‐related disability than lesion burden and provide new insight into the basis of abnormalities in NA WM. Non‐lesional abnormalities distinguish relapsing from progressive MS but do not distinguish between progressive subtypes suggesting a common progressive pathophysiology. Image intensity parameters and existing biomarkers each independently correlate with MS‐related disability.
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- 2021
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7. Prognostic Value of Serum Neurofilament Light Chain for Disease Activity and Worsening in Patients With Relapsing Multiple Sclerosis: Results From the Phase 3 ASCLEPIOS I and II Trials
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Tjalf Ziemssen, Douglas L. Arnold, Enrique Alvarez, Anne H. Cross, Roman Willi, Bingbing Li, Petra Kukkaro, Harald Kropshofer, Krishnan Ramanathan, Martin Merschhemke, Bernd Kieseier, Wendy Su, Dieter A. Häring, Stephen L. Hauser, Ludwig Kappos, and Jens Kuhle
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serum neurofilament light chain ,prognostic biomarker ,MS disease activity ,lesion formation ,brain atrophy ,Immunologic diseases. Allergy ,RC581-607 - Abstract
ObjectiveThis study aims to confirm the prognostic value of baseline serum neurofilament light chain (sNfL) for on-study disease activity and worsening in patients with relapsing MS (RMS).BackgroundPrevious post-hoc studies suggested that sNfL could be a prognostic biomarker in RMS. In the phase 3 ASCLEPIOS I/II trials in which ofatumumab demonstrated better efficacy outcomes than teriflunomide, treatment with ofatumumab also led to significantly reduced sNfL levels compared to teriflunomide treatment.Design/MethodsIn this study, we report protocol-planned analyses from the pooled ASCLEPIOS I/II trials (N=1882). Per protocol, patients were stratified by median baseline sNfL levels (9.3 pg/ml) into high (>median) and low (≤median) categories to prognosticate: annualized rate of new/enlarging T2 (neT2) lesions in year 1 and 2, annualized relapse rate, annual percentage change in whole brain (WB) and regional brain volume [thalamus, white matter (WM), cortical gray matter (cGM)], and disability outcomes. Similar analyses were performed for the recently diagnosed (within 3 years), treatment-naive patients (no prior disease-modifying therapy) subgroup.ResultsHigh versus low sNfL at baseline was prognostic of increased on-study T2 lesion formation at year 1 (relative increase: ofatumumab +158%; teriflunomide +69%, both p
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- 2022
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8. Stronger Microstructural Damage Revealed in Multiple Sclerosis Lesions With Central Vein Sign by Quantitative Gradient Echo MRI
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Victoria A. Levasseur MD, Biao Xiang PhD, Amber Salter PhD, Dmitriy A. Yablonskiy PhD, and Anne H. Cross MD
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Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Background Multiple sclerosis (MS) lesions typically form around a central vein that can be visualized with FLAIR* MRI, creating the central vein sign (CVS) which may reflect lesion pathophysiology. Herein we used gradient echo plural contrast imaging (GEPCI) MRI to simultaneously visualize CVS and measure tissue damage in MS lesions. We examined CVS in relation to tissue integrity in white matter (WM) lesions and among MS subtypes. Objective We aimed to determine if CVS positive lesions were specific to MS subtype, if CVS can be detected consistently among readers using the GEPCI method, and if there were differences in tissue damage in lesions with vs without CVS. Subjects and Methods Thirty relapsing-remitting MS (RRMS) subjects and 38 primary and secondary progressive MS (PMS) subjects were scanned with GEPCI protocol at 3T. GEPCI T2*-SWI images were generated to visualize CVS. Two investigators independently evaluated WM lesions for CVS and measured lesion volumes. To estimate tissue damage severity, total lesion volume, and mean lesion volume, R2t*-based tissue damage score (TDS) of individual lesions and tissue damage load (TDL) were measured for CVS+, CVS-, and confluent lesions. Spearman correlations were made between MRI and clinical data. One-way ANCOVA with age and sex as covariates was used to compare measurements of CVS+ vs CVS- lesions in each individual. Results 398 of 548 lesions meeting inclusion criteria showed CVS. Most patients had ≥40% CVS+ lesions. CVS+ lesions were present in similar proportion among MS subtypes. Interobserver agreement was high for CVS detection. CVS+ and confluent lesions had higher average and total volumes vs CVS- lesions. CVS+ and confluent lesions had more tissue damage than CVS- lesions based on TDL and mean TDS. Conclusion CVS occurred in RRMS and PMS in similar proportions. CVS+ lesions had greater tissue damage and larger size than CVS- lesions.
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- 2022
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9. In vivo evolution of biopsy‐proven inflammatory demyelination quantified by R2t* mapping
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Biao Xiang, Jie Wen, Hsiang‐Chih Lu, Robert E. Schmidt, Dmitriy A. Yablonskiy, and Anne H. Cross
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Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract A 35‐year‐old man with an enhancing tumefactive brain lesion underwent biopsy, revealing inflammatory demyelination. We used quantitative Gradient‐Recalled‐Echo (qGRE) MRI to visualize and measure tissue damage in the lesion. Two weeks after biopsy, qGRE showed significant R2t* reduction in the left optic radiation and surrounding tissue, consistent with the histopathological and clinical findings. qGRE was repeated 6 and 14 months later, demonstrating partially recovered optic radiation R2t*, in concert with improvement of the hemianopia to ultimately involve only the lower right visual quadrant. These results support qGRE metrics as in vivo biomarkers for tissue damage and longitudinal monitoring of demyelinating disease.
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- 2020
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10. Deep learning with diffusion basis spectrum imaging for classification of multiple sclerosis lesions
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Zezhong Ye, Ajit George, Anthony T. Wu, Xuan Niu, Joshua Lin, Gautam Adusumilli, Robert T. Naismith, Anne H. Cross, Peng Sun, and Sheng‐Kwei Song
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Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Objective Multiple sclerosis (MS) lesions are heterogeneous with regard to inflammation, demyelination, axonal injury, and neuronal loss. We previously developed a diffusion basis spectrum imaging (DBSI) technique to better address MS lesion heterogeneity. We hypothesized that the profiles of multiple DBSI metrics can identify lesion‐defining patterns. Here we test this hypothesis by combining a deep learning algorithm using deep neural network (DNN) with DBSI and other imaging methods. Methods Thirty‐eight MS patients were scanned with diffusion‐weighted imaging, magnetization transfer imaging, and standard conventional MRI sequences (cMRI). A total of 499 regions of interest were identified on standard MRI and labeled as persistent black holes (PBH), persistent gray holes (PGH), acute black holes (ABH), acute gray holes (AGH), nonblack or gray holes (NBH), and normal appearing white matter (NAWM). DBSI, diffusion tensor imaging (DTI), and magnetization transfer ratio (MTR) were applied to the 43,261 imaging voxels extracted from these ROIs. The optimized DNN with 10 fully connected hidden layers was trained using the imaging metrics of the lesion subtypes and NAWM. Results Concordance, sensitivity, specificity, and accuracy were determined for the different imaging methods. DBSI‐DNN derived lesion classification achieved 93.4% overall concordance with predetermined lesion types, compared with 80.2% for DTI‐DNN model, 78.3% for MTR‐DNN model, and 74.2% for cMRI‐DNN model. DBSI‐DNN also produced the highest specificity, sensitivity, and accuracy. Conclusions DBSI‐DNN improves the classification of different MS lesion subtypes, which could aid clinical decision making. The efficacy and efficiency of DBSI‐DNN shows great promise for clinical applications in automatic MS lesion detection and classification.
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- 2020
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11. Alterations of host-gut microbiome interactions in multiple sclerosis
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Claudia Cantoni, Qingqi Lin, Yair Dorsett, Laura Ghezzi, Zhongmao Liu, Yeming Pan, Kun Chen, Yanhui Han, Zhengze Li, Hang Xiao, Matthew Gormley, Yue Liu, Suresh Bokoliya, Hunter Panier, Cassandra Suther, Emily Evans, Li Deng, Alberto Locca, Robert Mikesell, Kathleen Obert, Pamela Newland, Yufeng Wu, Amber Salter, Anne H. Cross, Phillip I. Tarr, Amy Lovett-Racke, Laura Piccio, and Yanjiao Zhou
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Microbiome ,Multi-omics ,Diet ,Multiple sclerosis ,Medicine ,Medicine (General) ,R5-920 - Abstract
Summary: Background: Multiple sclerosis (MS) has a complex genetic, immune and metabolic pathophysiology. Recent studies implicated the gut microbiome in MS pathogenesis. However, interactions between the microbiome and host immune system, metabolism and diet have not been studied over time in this disorder. Methods: We performed a six-month longitudinal multi-omics study of 49 participants (24 untreated relapse remitting MS patients and 25 age, sex, race matched healthy control individuals. Gut microbiome composition and function were characterized using 16S and metagenomic shotgun sequencing. Flow cytometry was used to characterize blood immune cell populations and cytokine profiles. Circulating metabolites were profiled by untargeted UPLC-MS. A four-day food diary was recorded to capture the habitual dietary pattern of study participants. Findings: Together with changes in blood immune cells, metagenomic analysis identified a number of gut microbiota decreased in MS patients compared to healthy controls, and microbiota positively or negatively correlated with degree of disability in MS patients. MS patients demonstrated perturbations of their blood metabolome, such as linoleate metabolic pathway, fatty acid biosynthesis, chalcone, dihydrochalcone, 4-nitrocatechol and methionine. Global correlations between multi-omics demonstrated a disrupted immune-microbiome relationship and a positive blood metabolome-microbiome correlation in MS. Specific feature association analysis identified a potential correlation network linking meat servings with decreased gut microbe B. thetaiotaomicron, increased Th17 cell and greater abundance of meat-associated blood metabolites. The microbiome and metabolome profiles remained stable over six months in MS and control individuals. Interpretation: Our study identified multi-system alterations in gut microbiota, immune and blood metabolome of MS patients at global and individual feature level. Multi-OMICS data integration deciphered a potential important biological network that links meat intakes with increased meat-associated blood metabolite, decreased polysaccharides digesting bacteria, and increased circulating proinflammatory marker. Funding: This work was supported by the Washington University in St. Louis Institute of Clinical and Translational Sciences, funded, in part, by Grant Number # UL1 TR000448 from the National Institutes of Health, National Center for Advancing Translational Sciences, Clinical and Translational Sciences Award (Zhou Y, Piccio, L, Lovett-Racke A and Tarr PI); R01 NS10263304 (Zhou Y, Piccio L); the Leon and Harriet Felman Fund for Human MS Research (Piccio L and Cross AH). Cantoni C. was supported by the National MS Society Career Transition Fellowship (TA-180531003) and by donations from Whitelaw Terry, Jr. / Valerie Terry Fund. Ghezzi L. was supported by the Italian Multiple Sclerosis Society research fellowship (FISM 2018/B/1) and the National Multiple Sclerosis Society Post-Doctoral Fellowship (FG-190734474). Anne Cross was supported by The Manny & Rosalyn Rosenthal-Dr. John L. Trotter MS Center Chair in Neuroimmunology of the Barnes-Jewish Hospital Foundation. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
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- 2022
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12. Diffusion basis spectrum imaging for identifying pathologies in MS subtypes
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Afsaneh Shirani, Peng Sun, Kathryn Trinkaus, Dana C. Perantie, Ajit George, Robert T. Naismith, Robert E. Schmidt, Sheng‐Kwei Song, and Anne H. Cross
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Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Diffusion basis spectrum imaging (DBSI) combines discrete anisotropic diffusion tensors and the spectrum of isotropic diffusion tensors to model the underlying multiple sclerosis (MS) pathologies. We used clinical MS subtypes as a surrogate of underlying pathologies to assess DBSI as a biomarker of pathology in 55 individuals with MS. Restricted isotropic fraction (reflecting cellularity) and fiber fraction (representing apparent axonal density) were the most important DBSI metrics to classify MS using brain white matter lesions. These DBSI metrics outperformed lesion volume. When analyzing the normal‐appearing corpus callosum, the most significant DBSI metrics were fiber fraction, radial diffusivity (reflecting myelination), and nonrestricted isotropic fraction (representing edema). This study provides preliminary evidence supporting the ability of DBSI as a potential noninvasive biomarker of MS neuropathology.
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- 2019
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13. Anti-CD20 B Cell Treatment for Relapsing Multiple Sclerosis
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Charles A. Roach and Anne H. Cross
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multiple sclerosis ,anti-CD20 agent ,rituximab ,ofatumumab ,ocrelizumab ,ublituximab ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Several clinical trials have demonstrated the efficacy of lytic therapies targeting B cells in the treatment of relapsing multiple sclerosis (MS). More modest efficacy has been noted in the primary progressive subtype of MS. Clinical success has increased interest in the role of B cells in the pathogenesis of MS and in ways to potentially improve upon current B cell therapies. In this mini review, we will critically review previous and ongoing clinical trials of anti-CD20 monoclonal antibodies in MS, including rituximab, ocrelizumab, ofatumumab, and ublituximab. Side effects and adverse event profiles will be discussed. Studies examining the proposed mechanisms of action of B cell depleting therapies will also be reviewed.
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- 2021
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14. Diffusion Basis Spectrum Imaging Detects Axonal Loss After Transient Dexamethasone Treatment in Optic Neuritis Mice
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Tsen-Hsuan Lin, Jie Zhan, Chunyu Song, Michael Wallendorf, Peng Sun, Xuan Niu, Ruimeng Yang, Anne H. Cross, and Sheng-Kwei Song
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axonal loss ,optic neuritis (ON) ,multiple sclerosis (MS) ,diffusion MRI ,dexamethasone ,anti-inflammation ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Optic neuritis is a frequent first symptom of multiple sclerosis (MS) for which corticosteroids are a widely employed treatment option. The Optic Neuritis Treatment Trial (ONTT) reported that corticosteroid treatment does not improve long-term visual acuity, although the evolution of underlying pathologies is unclear. In this study, we employed non-invasive diffusion basis spectrum imaging (DBSI)-derived fiber volume to quantify 11% axonal loss 2 months after corticosteroid treatment (vs. baseline) in experimental autoimmune encephalomyelitis mouse optic nerves affected by optic neuritis. Longitudinal DBSI was performed at baseline (before immunization), after a 2-week corticosteroid treatment period, and 1 and 2 months after treatment, followed by histological validation of neuropathology. Pathological metrics employed to assess the optic nerve revealed axonal protection and anti-inflammatory effects of dexamethasone treatment that were transient. Two months after treatment, axonal injury and loss were indistinguishable between PBS- and dexamethasone-treated optic nerves, similar to results of the human ONTT. Our findings in mice further support that corticosteroid treatment alone is not sufficient to prevent eventual axonal loss in ON, and strongly support the potential of DBSI as an in vivo imaging outcome measure to assess optic nerve pathology.
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- 2021
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15. Diffusion basis spectrum imaging measures anti-inflammatory and neuroprotective effects of fingolimod on murine optic neuritis
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Ruimeng Yang, Tsen-Hsuan Lin, Jie Zhan, Shengsheng Lai, Chunyu Song, Peng Sun, Zezhong Ye, Michael Wallendorf, Ajit George, Anne H. Cross, and Sheng-Kwei Song
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Optic neuritis ,Demyelination ,Multiple sclerosis, diffusion basis spectrum imaging ,Axonal loss ,Fingolimod ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Objective: To prospectively determine whether diffusion basis spectrum imaging (DBSI) detects, differentiates and quantitates coexisting inflammation, demyelination, axonal injury and axon loss in mice with optic neuritis (ON) due to experimental autoimmune encephalomyelitis (EAE), and to determine if DBSI accurately measures effects of fingolimod on underlying pathology. Methods: EAE was induced in 7-week-old C57BL/6 female mice. Visual acuity (VA) was assessed daily to detect onset of ON after which daily oral-treatment with either fingolimod (1 mg/kg) or saline was given for ten weeks. In vivo DBSI scans of optic nerves were performed at baseline, 2-, 6- and 10-weeks post treatment. DBSI-derived metrics including restricted isotropic diffusion tensor fraction (putatively reflecting cellularity), non-restricted isotropic diffusion tensor fraction (putatively reflecting vasogenic edema), DBSI-derived axonal volume, axial diffusivity, λ∥ (putatively reflecting axonal integrity), and increased radial diffusivity, λ⊥ (putatively reflecting demyelination). Mice were killed immediately after the last DBSI scan for immunohistochemical assessment. Results: Optic nerves of fingolimod-treated mice exhibited significantly better (p 0.05) from the baseline values in fingolimod-treated mice. Transient DBSI-λ∥ decrease and DBSI-λ⊥ increase were detected during Fingolimod treatment. DBSI-derived metrics assessed in vivo significantly correlated (p
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- 2021
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16. Diffusion MRI quantifies early axonal loss in the presence of nerve swelling
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Tsen-Hsuan Lin, Chia-Wen Chiang, Carlos J. Perez-Torres, Peng Sun, Michael Wallendorf, Robert E. Schmidt, Anne H. Cross, and Sheng-Kwei Song
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Optic neuritis ,Multiple sclerosis ,Axonal loss ,DBSI ,Diffusion MRI ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background Magnetic resonance imaging markers have been widely used to detect and quantify white matter pathologies in multiple sclerosis. We have recently developed a diffusion basis spectrum imaging (DBSI) to distinguish and quantify co-existing axonal injury, demyelination, and inflammation in multiple sclerosis patients and animal models. It could serve as a longitudinal marker for axonal loss, a primary cause of permanent neurological impairments and disease progression. Methods Eight 10-week-old female C57BL/6 mice underwent optic nerve DBSI, followed by a week-long recuperation prior to active immunization for experimental autoimmune encephalomyelitis (EAE). Visual acuity of all mice was assessed daily. Longitudinal DBSI was performed in mouse optic nerves at baseline (naïve, before immunization), before, during, and after the onset of optic neuritis. Tissues were perfusion fixed after final in vivo scans. The correlation between DBSI detected pathologies and corresponding immunohistochemistry markers was quantitatively assessed. Results In this cohort of EAE mice, monocular vision impairment occurred in all animals. In vivo DBSI detected, differentiated, and quantified optic nerve inflammation, demyelination, and axonal injury/loss, correlating nerve pathologies with visual acuity at different time points of acute optic neuritis. DBSI quantified, in the presence of optic nerve swelling, ~15% axonal loss at the onset of optic neuritis in EAE mice. Conclusions Our findings support the notion that axonal loss could occur early in EAE mice. DBSI detected pathologies in the posterior visual pathway unreachable by optical coherence tomography and without confounding inflammation induced optic nerve swelling. DBSI could thus decipher the interrelationship among various pathological components and the role each plays in disease progression. Quantification of the rate of axonal loss could potentially serve as the biomarker to predict treatment outcome and to determine when progressive disease starts.
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- 2017
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17. A Diet Mimicking Fasting Promotes Regeneration and Reduces Autoimmunity and Multiple Sclerosis Symptoms
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In Young Choi, Laura Piccio, Patra Childress, Bryan Bollman, Arko Ghosh, Sebastian Brandhorst, Jorge Suarez, Andreas Michalsen, Anne H. Cross, Todd E. Morgan, Min Wei, Friedemann Paul, Markus Bock, and Valter D. Longo
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Biology (General) ,QH301-705.5 - Abstract
Dietary interventions have not been effective in the treatment of multiple sclerosis (MS). Here, we show that periodic 3-day cycles of a fasting mimicking diet (FMD) are effective in ameliorating demyelination and symptoms in a murine experimental autoimmune encephalomyelitis (EAE) model. The FMD reduced clinical severity in all mice and completely reversed symptoms in 20% of animals. These improvements were associated with increased corticosterone levels and regulatory T (Treg) cell numbers and reduced levels of pro-inflammatory cytokines, TH1 and TH17 cells, and antigen-presenting cells (APCs). Moreover, the FMD promoted oligodendrocyte precursor cell regeneration and remyelination in axons in both EAE and cuprizone MS models, supporting its effects on both suppression of autoimmunity and remyelination. We also report preliminary data suggesting that an FMD or a chronic ketogenic diet are safe, feasible, and potentially effective in the treatment of relapsing-remitting multiple sclerosis (RRMS) patients (NCT01538355).
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- 2016
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18. Detection and quantification of regional cortical gray matter damage in multiple sclerosis utilizing gradient echo MRI
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Jie Wen, Dmitriy A. Yablonskiy, Jie Luo, Samantha Lancia, Charles Hildebolt, and Anne H. Cross
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Multiple sclerosis ,Cortical gray matter ,Quantitative ,R2* ,Cognitive disability ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Cortical gray matter (GM) damage is now widely recognized in multiple sclerosis (MS). The standard MRI does not reliably detect cortical GM lesions, although cortical volume loss can be measured. In this study, we demonstrate that the gradient echo MRI can reliably and quantitatively assess cortical GM damage in MS patients using standard clinical scanners. High resolution multi-gradient echo MRI was used for regional mapping of tissue-specific MRI signal transverse relaxation rate values (R2*) in 10 each relapsing–remitting, primary-progressive and secondary-progressive MS subjects. A voxel spread function method was used to correct artifacts induced by background field gradients. R2* values from healthy controls (HCs) of varying ages were obtained to establish baseline data and calculate ΔR2* values – age-adjusted differences between MS patients and HC. Thickness of cortical regions was also measured in all subjects. In cortical regions, ΔR2* values of MS patients were also adjusted for changes in cortical thickness. Symbol digit modalities (SDMT) and paced auditory serial addition (PASAT) neurocognitive tests, as well as Expanded Disability Status Score, 25-foot timed walk and nine-hole peg test results were also obtained on all MS subjects. We found that ΔR2* values were lower in multiple cortical GM and normal appearing white matter (NAWM) regions in MS compared with HC. ΔR2* values of global cortical GM and several specific cortical regions showed significant (p
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- 2015
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19. Diffusion fMRI detects white-matter dysfunction in mice with acute optic neuritis
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Tsen-Hsuan Lin, William M. Spees, Chia-Wen Chiang, Kathryn Trinkaus, Anne H. Cross, and Sheng-Kwei Song
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Diffusion fMRI ,White matter ,EAE ,Optic neuritis ,Visual acuity ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Optic neuritis is a frequent and early symptom of multiple sclerosis (MS). Conventional magnetic resonance (MR) techniques provide means to assess multiple MS-related pathologies, including axonal injury, demyelination, and inflammation. A method to directly and non-invasively probe white-matter function could further elucidate the interplay of underlying pathologies and functional impairments. Previously, we demonstrated a significant 27% activation-associated decrease in the apparent diffusion coefficient of water perpendicular to the axonal fibers (ADC⊥) in normal C57BL/6 mouse optic nerve with visual stimulation using diffusion fMRI. Here we apply this approach to explore the relationship between visual acuity, optic nerve pathology, and diffusion fMRI in the experimental autoimmune encephalomyelitis (EAE) mouse model of optic neuritis. Visual stimulation produced a significant 25% (vs. baseline) ADC⊥ decrease in sham EAE optic nerves, while only a 7% (vs. baseline) ADC⊥ decrease was seen in EAE mice with acute optic neuritis. The reduced activation-associated ADC⊥ response correlated with post-MRI immunohistochemistry determined pathologies (including inflammation, demyelination, and axonal injury). The negative correlation between activation-associated ADC⊥ response and visual acuity was also found when pooling EAE-affected and sham groups under our experimental criteria. Results suggest that reduction in diffusion fMRI directly reflects impaired axonal-activation in EAE mice with optic neuritis. Diffusion fMRI holds promise for directly gauging in vivo white-matter dysfunction or therapeutic responses in MS patients.
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- 2014
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20. Selective vulnerability of cerebral white matter in a murine model of multiple sclerosis detected using diffusion tensor imaging
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Shu-Wei Sun, Hsiao-Fang Liang, Robert E. Schmidt, Anne H. Cross, and Sheng-Kwei Song
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EAE ,MOG ,DTI ,Visual pathway ,Optic nerve ,Optic tract ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
In this study, axial (λ||) and radial (λ⊥) diffusivities derived from diffusion tensor imaging (DTI) were used to evaluate white matter injury in brains of mice affected by experimental autoimmune encephalomyelitis (EAE). Sixteen female C57BL/6 mice were immunized with amino acids 35–55 of myelin oligodendrocyte glycoprotein (MOG35–55). Three months after immunization, optic nerve and tract were severely affected with 19% and 18% decrease in λ|| respectively, suggesting the presence of axonal injury. In addition, a 156% and 86% increase in λ⊥ was observed in optic nerve and tract respectively, suggestive of myelin injury. After in vivo DTI, mice were perfusion fixed and immunohistochemistry for the identification of myelin basic protein (MBP) and phosphorylated neurofilament (pNF) was performed to verify the presence of axonal and myelin injury. The present study demonstrated that the visual pathway is selectively affected in MOG35–55 induced murine EAE and these injuries are non-invasively detectable using λ|| and λ⊥.
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- 2007
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21. Detecting axon damage in spinal cord from a mouse model of multiple sclerosis
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Joong Hee Kim, Matthew D. Budde, Hsiao-Fang Liang, Robyn S. Klein, John H. Russell, Anne H. Cross, and Sheng-Kwei Song
- Subjects
Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
In the current study, the feasibility and reproducibility of in vivo diffusion tensor imaging (DTI) of the spinal cord in normal mice are illustrated followed by its application to mice with experimental allergic encephalomyelitis (EAE) to detect and differentiate axon and myelin damage. Axial diffusivity, describing water movement along the axonal fiber tract, in all regions of spinal cord white matter from EAE-affected C57BL/6 mice was significantly decreased compared to normal mice, whereas there was no statistically significant change in radial diffusivity, describing water movement across the fiber tract. Furthermore, a direct comparison between DTI and histology from a single mouse demonstrated a decrease in axial diffusivity that was supported by widespread staining of antibody against β-amyloid precursor protein. Regionally elevated radial diffusivity corresponded with locally diminished Luxol fast blue staining in the same tissue from the EAE mouse cord. Our findings suggest that axonal damage is more widespread than myelin damage in the spinal cord white matter of mice with EAE and that in vivo DTI may provide a sensitive and specific measure of white matter injury.
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- 2006
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22. Rituximab combination therapy in relapsing multiple sclerosis
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Anne H. Cross, Robyn S. Klein, and Laura Piccio
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Neurology. Diseases of the nervous system ,RC346-429 - Abstract
In multiple sclerosis (MS), the presence of B cells, plasma cells and excess immunoglobulins in central nervous system lesions and in the cerebrospinal fluid implicate the humoral immune system in disease pathogenesis. However, until the advent of specific B-cell-depleting therapies, the critical role of B cells and their products in MS was unproven. Rituximab, a monoclonal antibody that depletes B cells by targeting the CD20 molecule, has been shown to effectively reduce disease activity in patients with relapsing MS as a single agent. Our investigator-initiated phase II study is the only published clinical trial in which rituximab was used as an add-on therapy in patients with relapsing MS who had an inadequate response to standard injectable disease-modifying therapies (DMTs). The primary endpoint, magnetic resonance imaging (MRI) gadolinium-enhanced (GdE) lesion number before versus after rituximab, showed significant benefit of rituximab (74% of post-treatment MRI scans being free of GdE lesions compared with 26% free of GdE lesions at baseline; p < 0.0001). No differences were noted comparing patients on different DMTs. Several secondary clinical endpoints, safety and laboratory measurements (including B- and T-cell numbers in the blood and cerebrospinal fluid (CSF), serum and CSF chemokine levels, antibodies to myelin proteins) were assessed. Surprisingly, the decline in B-cell number was accompanied by a significant reduction in the number of T cells in both the peripheral blood and CSF. Rituximab therapy was associated with a significant decline of two lymphoid chemokines, CXCL13 and CCL19. No significant changes were observed in serum antibody levels against myelin proteins [myelin basic protein (MBP) and myelin/oligodendrocyte glycoprotein (MOG)] after treatment. These results suggest that B cells play a role in MS independent from antibody production and possibly related to their role in antigen presentation to T cells or to their chemokine/cytokine production.
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- 2012
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23. Safety experience with continued exposure to ofatumumab in patients with relapsing forms of multiple sclerosis for up to 3.5 years
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Stephen L Hauser, Anne H Cross, Kevin Winthrop, Heinz Wiendl, Jacqueline Nicholas, Sven G Meuth, Paul S Giacomini, Francesco Saccà, Linda Mancione, Ronald Zielman, Morten Bagger, Ayan Das Gupta, Dieter A Häring, Valentine Jehl, Bernd C Kieseier, Ratnakar Pingili, Dee Stoneman, Wendy Su, Roman Willi, and Ludwig Kappos
- Subjects
safety ,Neurology & Neurosurgery ,Multiple Sclerosis ,Clinical Trials and Supportive Activities ,Clinical Sciences ,Neurosciences ,Ofatumumab ,monoclonal ,Evaluation of treatments and therapeutic interventions ,relapsing multiple sclerosis ,Relapsing-Remitting ,Antibodies, Monoclonal, Humanized ,Antibodies ,Rare Diseases ,Infectious Diseases ,Multiple Sclerosis, Relapsing-Remitting ,Neurology ,Clinical Research ,6.1 Pharmaceuticals ,Humans ,Patient Safety ,Neurology (clinical) ,Humanized - Abstract
Background: Ofatumumab is approved for the treatment of relapsing multiple sclerosis (RMS). Ongoing safety reporting is crucial to understand its long-term benefit–risk profile. Objective: Report the safety and tolerability of ofatumumab in RMS after extended treatment up to 3.5 years. Methods: Patients completing ASCLEPIOS I/II (phase 3), APLIOS, or APOLITOS (phase 2) trials could enter ALITHIOS, a phase 3b, open-label, long-term safety study. We analyzed cumulative data of continuous ofatumumab treatment and of patients newly switched from teriflunomide. Results: The safety population had 1969 patients: 1292 continuously treated with ofatumumab (median time-at-risk 35.5 months, 3253 patient-years) and 677 newly switched (median time-at-risk 18.3 months, 986 patient-years). A total of 1650 patients (83.8%) had ⩾1 adverse events and 191 (9.7%) had ⩾1 serious adverse events. No opportunistic infections or progressive multifocal leukoencephalopathy events were identified; the risk of malignancies was low. Mean serum immunoglobulin (Ig) G levels remained stable. Mean IgM levels decreased but remained above the lower limit of normal in most. Serious infection incidence was low; decreased Ig levels were not associated with serious infections. Conclusion: In patients with up to 3.5 years’ exposure, ofatumumab was well tolerated, with no new safety risks identified. These findings, with its established effectiveness, support a favorable benefit–risk profile of ofatumumab in RMS.
- Published
- 2022
24. Differential effects of anti-CD20 therapy on CD4 and CD8 T cells and implication of CD20-expressing CD8 T cells in MS disease activity
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Koji Shinoda, Rui Li, Ayman Rezk, Ina Mexhitaj, Kristina R. Patterson, Mihir Kakara, Leah Zuroff, Jeffrey L. Bennett, H.-Christian von Büdingen, Robert Carruthers, Keith R. Edwards, Robert Fallis, Paul S. Giacomini, Benjamin M. Greenberg, David A. Hafler, Carolina Ionete, Ulrike W. Kaunzner, Christopher B. Lock, Erin E. Longbrake, Gabriel Pardo, Fredrik Piehl, Martin S. Weber, Tjalf Ziemssen, Dina Jacobs, Jeffrey M. Gelfand, Anne H. Cross, Briana Cameron, Bruno Musch, Ryan C. Winger, Xiaoming Jia, Christopher T. Harp, Ann Herman, and Amit Bar-Or
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Multidisciplinary ,Multiple Sclerosis ,Mononuclear ,Neurosciences ,CD20dimCD8+ T cells ,CD8-Positive T-Lymphocytes ,Neurodegenerative ,Flow Cytometry ,anti-CD20 therapy ,Brain Disorders ,CD20dim T cells ,Recurrence ,ocrelizumab ,Leukocytes ,Humans ,2.1 Biological and endogenous factors ,CD20 ,Antigens ,Aetiology ,CD20-expressing T cells - Abstract
A small proportion of multiple sclerosis (MS) patients develop new disease activity soon after starting anti-CD20 therapy. This activity does not recur with further dosing, possibly reflecting deeper depletion of CD20-expressing cells with repeat infusions. We assessed cellular immune profiles and their association with transient disease activity following anti-CD20 initiation as a window into relapsing disease biology. Peripheral blood mononuclear cells from independent discovery and validation cohorts of MS patients initiating ocrelizumab were assessed for phenotypic and functional profiles using multiparametric flow cytometry. Pretreatment CD20-expressing T cells, especially CD20 dim CD8 + T cells with a highly inflammatory and central nervous system (CNS)-homing phenotype, were significantly inversely correlated with pretreatment MRI gadolinium-lesion counts, and also predictive of early disease activity observed after anti-CD20 initiation. Direct removal of pretreatment proinflammatory CD20 dim CD8 + T cells had a greater contribution to treatment-associated changes in the CD8 + T cell pool than was the case for CD4 + T cells. Early disease activity following anti-CD20 initiation was not associated with reconstituting CD20 dim CD8 + T cells, which were less proinflammatory compared with pretreatment. Similarly, this disease activity did not correlate with early reconstituting B cells, which were predominantly transitional CD19 + CD24 high CD38 high with a more anti-inflammatory profile. We provide insights into the mode-of-action of anti-CD20 and highlight a potential role for CD20 dim CD8 + T cells in MS relapse biology; their strong inverse correlation with both pretreatment and early posttreatment disease activity suggests that CD20-expressing CD8 + T cells leaving the circulation (possibly to the CNS) play a particularly early role in the immune cascades involved in relapse development.
- Published
- 2023
25. In Vitro and In Vivo Investigation of S1PR1 Expression in the Central Nervous System Using [3H]CS1P1 and [11C]CS1P1
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Hao Jiang, Anne H. Cross, Sumit Joshi, Syahir Mansor, Joel S. Perlmutter, Robert J. Gropler, Gregory F. Wu, Timothy D. Whitehead, Haiyang Zhao, Tammie L.S. Benzinger, Hui Liu, Kooresh I. Shoghi, Zhude Tu, and Lin Qiu
- Subjects
Physiology ,Chemistry ,Cognitive Neuroscience ,Central nervous system ,Standardized uptake value ,Cell Biology ,General Medicine ,Biochemistry ,Molecular biology ,Article ,In vitro ,medicine.anatomical_structure ,In vivo ,Radioligand ,medicine ,Immunohistochemistry ,Receptor ,S1PR1 - Abstract
Sphingosine-1-phosphate receptor 1 (S1PR1) is ubiquitously expressed among all tissues and plays key roles in many physiological and cellular processes. In the central nervous system (CNS), S1PR1 is expressed in different types of cells including neurons, astrocytes, and oligodendrocyte precursor cells. S1PR1 has been recognized as a novel therapeutic target in multiple sclerosis and other diseases. We previously reported a promising S1PR1-specific radioligand, [(11)C]CS1P1 (previously named [(11)C]TZ3321), which is under clinical investigation for human use. In the current study, we performed a detailed characterization of [(3)H]CS1P1 for its binding specificity to S1PR1 in CNS using autoradiography and immunohistochemistry in human and rat CNS tissues. Our data indicate that [(3)H]CS1P1 binds to S1PR1 in human frontal cortex tissue with a K(d) of 3.98 nM and a B(max) of 172.5 nM. The distribution of [(3)H]CS1P1 in human and rat CNS tissues is consistent with the distribution of S1PR1 detected by immunohistochemistry studies. Our microPET studies of [(11)C]CS1P1 in a nonhuman primate (NHP) show a standardized uptake value of 2.4 in the NHP brain, with test–retest variability of 0.23% among six different NHPs. Radiometabolite analysis in the plasma samples of NHP and rat, as well as in rat brain samples, showed that [(11)C]CS1P1 was stable in vivo. Kinetic modeling studies using a two-compartment tissue model showed that the positron emission tomography (PET) data fit the model well. Overall, our study provides a detailed characterization of [(3)H]CS1P1 binding to S1PR1 in the CNS. Combined with our microPET studies in the NHP brain, our data suggest that [(11)C]CS1P1 is a promising radioligand for PET imaging of S1PR1 in the CNS.
- Published
- 2021
26. Schwann Cell Remyelination in the Multiple Sclerosis Central Nervous System
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Laura Ghezzi, Bryan Bollman, Luca De Feo, Laura Piccio, Bruce D. Trapp, Robert E. Schmidt, and Anne H. Cross
- Subjects
remyelination ,demyelination ,multiple sclerosis ,oligodendrocytes ,Schwann cells ,Settore MED/26 - Neurologia ,Cell Biology ,Molecular Biology ,Pathology and Forensic Medicine - Published
- 2023
27. Quantitative signal properties from standardized MRIs correlate with multiple sclerosis disability
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Aaron Tanenbaum, Robert T. Naismith, Richard A. Rudick, Elizabeth Fisher, Anne H. Cross, Joshua S. Shimony, Tammie L.S. Benzinger, Stephen E. Jones, Abraham Z. Snyder, and Matthew R. Brier
- Subjects
0301 basic medicine ,Adult ,Male ,medicine.medical_specialty ,Multivariate statistics ,Multiple Sclerosis ,Neurosciences. Biological psychiatry. Neuropsychiatry ,Severity of Illness Index ,Correlation ,Lesion ,White matter ,03 medical and health sciences ,0302 clinical medicine ,Atrophy ,medicine ,Humans ,Gray Matter ,RC346-429 ,Research Articles ,medicine.diagnostic_test ,business.industry ,General Neuroscience ,Multiple sclerosis ,Magnetic resonance imaging ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,White Matter ,Intensity (physics) ,030104 developmental biology ,medicine.anatomical_structure ,Female ,Neurology (clinical) ,Radiology ,Neurology. Diseases of the nervous system ,medicine.symptom ,business ,030217 neurology & neurosurgery ,Biomarkers ,RC321-571 ,Research Article - Abstract
Objective To enable use of clinical magnetic resonance images (MRIs) to quantify abnormalities in normal appearing (NA) white matter (WM) and gray matter (GM) in multiple sclerosis (MS) and to determine associations with MS‐related disability. Identification of these abnormalities heretofore has required specialized scans not routinely available in clinical practice. Methods We developed an analytic technique which normalizes image intensities based on an intensity atlas for quantification of WM and GM abnormalities in standardized MRIs obtained with clinical sequences. Gaussian mixture modeling is applied to summarize image intensity distributions from T1‐weighted and 3D‐FLAIR (T2‐weighted) images from 5010 participants enrolled in a multinational database of MS patients which collected imaging, neuroperformance and disability measures. Results Intensity distribution metrics distinguished MS patients from control participants based on normalized non‐lesional signal differences. This analysis revealed non‐lesional differences between relapsing MS versus progressive MS subtypes. Further, the correlation between our non‐lesional measures and disability was approximately three times greater than that between total lesion volume and disability, measured using the patient derived disease steps. Multivariate modeling revealed that measures of extra‐lesional tissue integrity and atrophy contribute uniquely, and approximately equally, to the prediction of MS‐related disability. Interpretation These results support the notion that non‐lesional abnormalities correlate more strongly with MS‐related disability than lesion burden and provide new insight into the basis of abnormalities in NA WM. Non‐lesional abnormalities distinguish relapsing from progressive MS but do not distinguish between progressive subtypes suggesting a common progressive pathophysiology. Image intensity parameters and existing biomarkers each independently correlate with MS‐related disability.
- Published
- 2021
28. In vivo evolution of biopsy‐proven inflammatory demyelination quantified by R2t* mapping
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Jie Wen, Dmitriy A. Yablonskiy, Hsiang Chih Lu, Robert E. Schmidt, Biao Xiang, and Anne H. Cross
- Subjects
0301 basic medicine ,Pathology ,medicine.medical_specialty ,genetic structures ,Neurosciences. Biological psychiatry. Neuropsychiatry ,Lesion ,03 medical and health sciences ,Quadrant (abdomen) ,0302 clinical medicine ,In vivo ,Biopsy ,Demyelinating disease ,Medicine ,RC346-429 ,Case Study ,medicine.diagnostic_test ,business.industry ,General Neuroscience ,medicine.disease ,eye diseases ,030104 developmental biology ,medicine.anatomical_structure ,Left optic radiation ,Brain lesions ,Neurology (clinical) ,Neurology. Diseases of the nervous system ,medicine.symptom ,business ,030217 neurology & neurosurgery ,Optic radiation ,RC321-571 - Abstract
A 35‐year‐old man with an enhancing tumefactive brain lesion underwent biopsy, revealing inflammatory demyelination. We used quantitative Gradient‐Recalled‐Echo (qGRE) MRI to visualize and measure tissue damage in the lesion. Two weeks after biopsy, qGRE showed significant R2t* reduction in the left optic radiation and surrounding tissue, consistent with the histopathological and clinical findings. qGRE was repeated 6 and 14 months later, demonstrating partially recovered optic radiation R2t*, in concert with improvement of the hemianopia to ultimately involve only the lower right visual quadrant. These results support qGRE metrics as in vivo biomarkers for tissue damage and longitudinal monitoring of demyelinating disease.
- Published
- 2020
29. Deep learning with diffusion basis spectrum imaging for classification of multiple sclerosis lesions
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Sheng-Kwei Song, Xuan Niu, Robert T. Naismith, Joshua Lin, Peng Sun, Anthony T. Wu, Zezhong Ye, Gautam Adusumilli, Anne H. Cross, and Ajit George
- Subjects
Adult ,Male ,0301 basic medicine ,Multiple Sclerosis ,Concordance ,Neurosciences. Biological psychiatry. Neuropsychiatry ,computer.software_genre ,Sensitivity and Specificity ,Lesion ,White matter ,03 medical and health sciences ,Deep Learning ,0302 clinical medicine ,Nuclear magnetic resonance ,Voxel ,Humans ,Medicine ,Magnetization transfer ,Gray Matter ,RC346-429 ,Research Articles ,Aged ,Artificial neural network ,business.industry ,General Neuroscience ,Multiple sclerosis ,Middle Aged ,medicine.disease ,White Matter ,Diffusion Magnetic Resonance Imaging ,Diffusion Tensor Imaging ,030104 developmental biology ,medicine.anatomical_structure ,Female ,Neurology. Diseases of the nervous system ,Neurology (clinical) ,medicine.symptom ,business ,computer ,030217 neurology & neurosurgery ,RC321-571 ,Research Article ,Diffusion MRI - Abstract
Objective Multiple sclerosis (MS) lesions are heterogeneous with regard to inflammation, demyelination, axonal injury, and neuronal loss. We previously developed a diffusion basis spectrum imaging (DBSI) technique to better address MS lesion heterogeneity. We hypothesized that the profiles of multiple DBSI metrics can identify lesion‐defining patterns. Here we test this hypothesis by combining a deep learning algorithm using deep neural network (DNN) with DBSI and other imaging methods. Methods Thirty‐eight MS patients were scanned with diffusion‐weighted imaging, magnetization transfer imaging, and standard conventional MRI sequences (cMRI). A total of 499 regions of interest were identified on standard MRI and labeled as persistent black holes (PBH), persistent gray holes (PGH), acute black holes (ABH), acute gray holes (AGH), nonblack or gray holes (NBH), and normal appearing white matter (NAWM). DBSI, diffusion tensor imaging (DTI), and magnetization transfer ratio (MTR) were applied to the 43,261 imaging voxels extracted from these ROIs. The optimized DNN with 10 fully connected hidden layers was trained using the imaging metrics of the lesion subtypes and NAWM. Results Concordance, sensitivity, specificity, and accuracy were determined for the different imaging methods. DBSI‐DNN derived lesion classification achieved 93.4% overall concordance with predetermined lesion types, compared with 80.2% for DTI‐DNN model, 78.3% for MTR‐DNN model, and 74.2% for cMRI‐DNN model. DBSI‐DNN also produced the highest specificity, sensitivity, and accuracy. Conclusions DBSI‐DNN improves the classification of different MS lesion subtypes, which could aid clinical decision making. The efficacy and efficiency of DBSI‐DNN shows great promise for clinical applications in automatic MS lesion detection and classification.
- Published
- 2020
30. Can CSF biomarkers predict future MS disease activity and severity?
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Roberta Magliozzi and Anne H. Cross
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Oncology ,medicine.medical_specialty ,Multiple Sclerosis ,Neurofilament ,Disease ,Immunoglobulin light chain ,neurofilaments ,Severity of Illness Index ,cerebrospinal fluid ,03 medical and health sciences ,0302 clinical medicine ,Cerebrospinal fluid ,Neurofilament Proteins ,Internal medicine ,Humans ,Medicine ,030304 developmental biology ,0303 health sciences ,Glial fibrillary acidic protein ,biology ,business.industry ,Multiple sclerosis ,biomarkers ,prognosis ,Neurodegeneration ,medicine.disease ,Neurology ,Csf biomarkers ,Disease Progression ,biology.protein ,Neurology (clinical) ,business ,Biomarkers ,030217 neurology & neurosurgery - Abstract
Multiple sclerosis (MS) is a heterogeneous disease. With several disease modifying treatments of different mechanisms of action in use now and in development, it is important to identify reliable biomarkers to identify those higher risk MS patients in whom stronger but riskier treatments might be used, as well as to identify those for whom safer treatments of lower efficacy would be sufficient. Here we review cerebrospinal fluid (CSF) and blood biomarkers that show promise for differentiating people with MS who are at risk for severe disease and disability from those with more benign disease. We reviewed published literature for studies reporting biomarkers with predictive value in MS. Most studies of MS CSF found the presence of oligoclonal bands (both IgG and IgM), high IgG index and high levels of kappa light chains to each be associated with worse prognosis. Neurofilament light chain (NfL) and two markers of glial activation, glial fibrillary acidic protein (GFAP) and YKL-40, were higher in CSF of people with subsequent clinical progression or imaging evidence for neurodegeneration. Few reports have been made yet on the prognostic significance of blood NfL, but in one early report baseline, serum NfL (sNfL) predicted subsequent brain volume loss.
- Published
- 2020
31. Tissue damage detected by quantitative gradient echo MRI correlates with clinical progression in non-relapsing progressive MS
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Biao Xiang, Matthew R Brier, Manasa Kanthamneni, Jie Wen, Abraham Z Snyder, Dmitriy A Yablonskiy, and Anne H Cross
- Subjects
Multiple Sclerosis ,Multiple Sclerosis, Relapsing-Remitting ,Neurology ,Brain ,Humans ,Neurology (clinical) ,Atrophy ,Gray Matter ,Multiple Sclerosis, Chronic Progressive ,Magnetic Resonance Imaging ,Article - Abstract
Background: Imaging biomarkers of progressive multiple sclerosis (MS) are needed. Quantitative gradient recalled echo (qGRE) magnetic resonance imaging (MRI) evaluates microstructural tissue damage in MS. Objective: To evaluate qGRE-derived R2t* as an imaging biomarker of MS progression compared with atrophy and lesion burden. Methods: Twenty-three non-relapsing progressive MS (PMS), 22 relapsing-remitting MS (RRMS), and 18 healthy control participants underwent standard MS physical and cognitive neurological assessments and imaging with qGRE, FLAIR, and MPRAGE at 3T. PMS subjects were tested clinically and imaged every 9 months over 45 months. Imaging measures included lesion burden, atrophy, and R2t* in cortical gray matter (GM), deep GM, and normal-appearing white matter (NAWM). Longitudinal analysis of clinical performance and imaging biomarkers in PMS subjects was conducted via linear models with subject as repeated, within-subject factor. Relationship between imaging biomarkers and clinical scores was assessed by Spearman rank correlation. Results: R2t* reductions correlated with neurological impairment cross-sectionally and longitudinally. PMS patients with clinically defined disease progression ( N = 13) showed faster decrease of R2t* in NAWM and deep GM compared with the clinically stable PMS group ( N = 10). Importantly, tissue damage measured by R2t* outperformed lesion burden and atrophy as a biomarker of progression during the study period. Conclusion: qGRE-derived R2t* is a potential imaging biomarker of MS progression.
- Published
- 2022
32. Signal Intensity Normalization of Multispectal Magnetic Resonance Images Obtained with Clinical Sequences
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Tammie L.S. Benzinger, Robert T. Naismith, Anne H. Cross, Biao Xiang, Zhuocheng Li, Dmitriy A. Yablonskiy, Abraham Z. Snyder, and Matthew R. Brier
- Subjects
Normalization (statistics) ,Intensity normalization ,Relaxometry ,medicine.diagnostic_test ,Computer science ,medicine ,Tissue biomarkers ,Magnetic resonance imaging ,Clinical settings ,Signal intensity ,Biomedical engineering - Abstract
Assessment of intrinsic tissue integrity is commonly accomplished via quantitative relaxometry or other specialized imaging, which requires sequences and analysis procedures not routinely available in clinical settings. We detail an alternative technique for extraction of quantitative tissue biomarkers based on intensity normalization of T1- and T2-weighted images. We develop the theoretical underpinnings of this approach and demonstrate its utility in imaging of multiple sclerosis.
- Published
- 2021
33. Alterations of host-gut microbiome interactions in multiple sclerosis
- Author
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Claudia Cantoni, Qingqi Lin, Yair Dorsett, Laura Ghezzi, Zhongmao Liu, Yeming Pan, Kun Chen, Yanhui Han, Zhengze Li, Hang Xiao, Matthew Gormley, Yue Liu, Suresh Bokoliya, Hunter Panier, Cassandra Suther, Emily Evans, Li Deng, Alberto Locca, Robert Mikesell, Kathleen Obert, Pamela Newland, Yufeng Wu, Amber Salter, Anne H. Cross, Phillip I. Tarr, Amy Lovett-Racke, Laura Piccio, and Yanjiao Zhou
- Subjects
Multi-omics ,Medicine (General) ,Multiple Sclerosis ,General Medicine ,General Biochemistry, Genetics and Molecular Biology ,Diet ,Gastrointestinal Microbiome ,R5-920 ,Tandem Mass Spectrometry ,Metabolome ,Medicine ,Humans ,Microbiome ,Metagenomics ,Chromatography, Liquid - Abstract
Summary: Background: Multiple sclerosis (MS) has a complex genetic, immune and metabolic pathophysiology. Recent studies implicated the gut microbiome in MS pathogenesis. However, interactions between the microbiome and host immune system, metabolism and diet have not been studied over time in this disorder. Methods: We performed a six-month longitudinal multi-omics study of 49 participants (24 untreated relapse remitting MS patients and 25 age, sex, race matched healthy control individuals. Gut microbiome composition and function were characterized using 16S and metagenomic shotgun sequencing. Flow cytometry was used to characterize blood immune cell populations and cytokine profiles. Circulating metabolites were profiled by untargeted UPLC-MS. A four-day food diary was recorded to capture the habitual dietary pattern of study participants. Findings: Together with changes in blood immune cells, metagenomic analysis identified a number of gut microbiota decreased in MS patients compared to healthy controls, and microbiota positively or negatively correlated with degree of disability in MS patients. MS patients demonstrated perturbations of their blood metabolome, such as linoleate metabolic pathway, fatty acid biosynthesis, chalcone, dihydrochalcone, 4-nitrocatechol and methionine. Global correlations between multi-omics demonstrated a disrupted immune-microbiome relationship and a positive blood metabolome-microbiome correlation in MS. Specific feature association analysis identified a potential correlation network linking meat servings with decreased gut microbe B. thetaiotaomicron, increased Th17 cell and greater abundance of meat-associated blood metabolites. The microbiome and metabolome profiles remained stable over six months in MS and control individuals. Interpretation: Our study identified multi-system alterations in gut microbiota, immune and blood metabolome of MS patients at global and individual feature level. Multi-OMICS data integration deciphered a potential important biological network that links meat intakes with increased meat-associated blood metabolite, decreased polysaccharides digesting bacteria, and increased circulating proinflammatory marker. Funding: This work was supported by the Washington University in St. Louis Institute of Clinical and Translational Sciences, funded, in part, by Grant Number # UL1 TR000448 from the National Institutes of Health, National Center for Advancing Translational Sciences, Clinical and Translational Sciences Award (Zhou Y, Piccio, L, Lovett-Racke A and Tarr PI); R01 NS10263304 (Zhou Y, Piccio L); the Leon and Harriet Felman Fund for Human MS Research (Piccio L and Cross AH). Cantoni C. was supported by the National MS Society Career Transition Fellowship (TA-180531003) and by donations from Whitelaw Terry, Jr. / Valerie Terry Fund. Ghezzi L. was supported by the Italian Multiple Sclerosis Society research fellowship (FISM 2018/B/1) and the National Multiple Sclerosis Society Post-Doctoral Fellowship (FG-190734474). Anne Cross was supported by The Manny & Rosalyn Rosenthal-Dr. John L. Trotter MS Center Chair in Neuroimmunology of the Barnes-Jewish Hospital Foundation. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
- Published
- 2021
34. Tissue damage detected by quantitative gradient echo MRI correlates with clinical progression in non-relapsing progressive MS
- Author
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Manasa Kanthamneni, Jie Wen, Anne H. Cross, Dmitriy A. Yablonskiy, Biao Xiang, Abraham Z. Snyder, and Matthew R. Brier
- Subjects
Pathology ,medicine.medical_specialty ,Imaging biomarker ,business.industry ,Multiple sclerosis ,medicine.disease ,Lesion ,White matter ,Atrophy ,medicine.anatomical_structure ,Tissue damage ,Biomarker (medicine) ,Medicine ,medicine.symptom ,business ,Gradient echo - Abstract
BackgroundImaging biomarkers of progressive MS are needed. Quantitative gradient recalled echo (qGRE) MRI technique allows evaluation of tissue damage associated with microstructural damage in multiple sclerosis (MS).ObjectiveTo evaluate qGRE-derived R2t* as an imaging biomarker of MS disease progression as compared to atrophy and lesion burden.MethodsTwenty-three non-relapsing progressive MS (PMS), twenty-two relapsing-remitting MS (RRMS) and eighteen healthy control participants were imaged with qGRE at 3T. PMS subjects were imaged and neurologically assessed every nine months over five sessions. In each imaging session, lesion burden, atrophy and R2t* in cortical grey matter (GM), deep GM, normal-appearing white matter (NAWM) were measured.ResultsR2t* reductions correlated with neurological impairment cross-sectionally and longitudinally. PMS patients with clinically defined disease progression showed significantly faster decrease of R2t* in NAWM and deep GM compared with the clinically stable PMS group. Importantly, tissue damage measured by R2t* outperformed lesion burden and atrophy as a biomarker of progression during the study period.ConclusionClinical impairment and progression correlated with accumulating R2t*-defined microstructural tissue damage in deep GM and NAWM. qGRE-derived R2t* is a potential imaging biomarker of MS progression.
- Published
- 2021
35. Confirming a Historical Diagnosis of Multiple Sclerosis: Challenges and Recommendations
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Andrew J. Solomon, Georgina Arrambide, Wallace Brownlee, Anne H. Cross, María I. Gaitan, Fred D. Lublin, Naila Makhani, Ellen M. Mowry, Daniel S. Reich, Àlex Rovira, Brian G. Weinshenker, and Jeffrey A. Cohen
- Subjects
Commentary ,Neurology (clinical) - Abstract
Patients with a historical diagnosis of multiple sclerosis (MS)—a patient presenting with a diagnosis of MS made previously and by a different clinician—present specific diagnostic and therapeutic challenges in clinical practice. Application of the McDonald criteria is most straightforward when applied contemporaneously with a syndrome typical of an MS attack or relapse; however, retrospective application of the criteria in some patients with a historical diagnosis of MS can be problematic. Limited patient recollection of symptoms and evolution of neurologic examination and MRI findings complicate confirmation of an earlier MS diagnosis and assessment of subsequent disease activity or clinical progression. Adequate records for review of prior clinical examinations, laboratory results, and/or MRI scans obtained at the time of diagnosis or during ensuing care may be inadequate or unavailable. This article provides recommendations for a clinical approach to the evaluation of patients with a historical diagnosis of MS to aid diagnostic confirmation, avoid misdiagnosis, and inform therapeutic decision making.
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- 2021
36. Stronger Microstructural Damage Revealed in Multiple Sclerosis Lesions with Central Vein Sign by Quantitative Gradient Echo MRI
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Biao Xiang, Amber Salter, Victoria A. Levasseur, Dmitriy A. Yablonskiy, and Anne H. Cross
- Subjects
business.industry ,Multiple sclerosis ,Lesion volume ,Fluid-attenuated inversion recovery ,equipment and supplies ,Contrast imaging ,medicine.disease ,Lesion ,White matter ,fluids and secretions ,medicine.anatomical_structure ,medicine ,medicine.symptom ,Nuclear medicine ,business ,Vein ,Gradient echo - Abstract
Background Multiple sclerosis (MS) lesions typically form around a central vein that can be visualized with FLAIR* MRI, creating the central vein sign (CVS) which may reflect lesion pathophysiology. Herein we used gradient echo plural contrast imaging (GEPCI) MRI to simultaneously visualize CVS and measure tissue damage in MS lesions. We examined CVS in relation to tissue integrity in white matter (WM) lesions and among MS subtypes. Objective We aimed to determine if CVS positive lesions were specific to MS subtype, if CVS can be detected consistently among readers using the GEPCI method, and if there were differences in tissue damage in lesions with vs without CVS. Subjects and Methods Thirty relapsing-remitting MS (RRMS) subjects and 38 primary and secondary progressive MS (PMS) subjects were scanned with GEPCI protocol at 3T. GEPCI T2*-SWI images were generated to visualize CVS. Two investigators independently evaluated WM lesions for CVS and measured lesion volumes. To estimate tissue damage severity, total lesion volume, and mean lesion volume, R2t*-based tissue damage score (TDS) of individual lesions and tissue damage load (TDL) were measured for CVS+, CVS-, and confluent lesions. Spearman correlations were made between MRI and clinical data. One-way ANCOVA with age and sex as covariates was used to compare measurements of CVS+ vs CVS- lesions in each individual. Results 398 of 548 lesions meeting inclusion criteria showed CVS. Most patients had ≥40% CVS+ lesions. CVS+ lesions were present in similar proportion among MS subtypes. Interobserver agreement was high for CVS detection. CVS+ and confluent lesions had higher average and total volumes vs CVS- lesions. CVS+ and confluent lesions had more tissue damage than CVS- lesions based on TDL and mean TDS. Conclusion CVS occurred in RRMS and PMS in similar proportions. CVS+ lesions had greater tissue damage and larger size than CVS- lesions.
- Published
- 2021
37. Diffusion basis spectrum imaging for identifying pathologies in MS subtypes
- Author
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Robert E. Schmidt, Peng Sun, Kathryn Trinkaus, Anne H. Cross, Ajit George, Sheng-Kwei Song, Afsaneh Shirani, Robert T. Naismith, and Dana C. Perantie
- Subjects
0301 basic medicine ,Adult ,Male ,Multiple Sclerosis ,Anisotropic diffusion ,Neuroimaging ,Neurosciences. Biological psychiatry. Neuropsychiatry ,Neuropathology ,Corpus callosum ,Brief Communication ,03 medical and health sciences ,0302 clinical medicine ,Nuclear magnetic resonance ,Medicine ,Humans ,Diffusion (business) ,RC346-429 ,Spectrum imaging ,Basis (linear algebra) ,business.industry ,General Neuroscience ,Multiple sclerosis ,Brain ,Middle Aged ,medicine.disease ,Biomarker (cell) ,030104 developmental biology ,Cross-Sectional Studies ,Diffusion Tensor Imaging ,Female ,Neurology (clinical) ,Neurology. Diseases of the nervous system ,business ,Brief Communications ,030217 neurology & neurosurgery ,RC321-571 - Abstract
Diffusion basis spectrum imaging (DBSI) combines discrete anisotropic diffusion tensors and the spectrum of isotropic diffusion tensors to model the underlying multiple sclerosis (MS) pathologies. We used clinical MS subtypes as a surrogate of underlying pathologies to assess DBSI as a biomarker of pathology in 55 individuals with MS. Restricted isotropic fraction (reflecting cellularity) and fiber fraction (representing apparent axonal density) were the most important DBSI metrics to classify MS using brain white matter lesions. These DBSI metrics outperformed lesion volume. When analyzing the normal‐appearing corpus callosum, the most significant DBSI metrics were fiber fraction, radial diffusivity (reflecting myelination), and nonrestricted isotropic fraction (representing edema). This study provides preliminary evidence supporting the ability of DBSI as a potential noninvasive biomarker of MS neuropathology.
- Published
- 2019
38. Case Report: Fingolimod and Cryptococcosis
- Author
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Anne H. Cross, Rohini D. Samudralwar, and Andrej Spec
- Subjects
Advanced and Specialized Nursing ,Pulmonary cryptococcosis ,medicine.medical_specialty ,biology ,business.industry ,Opportunistic infection ,Multiple sclerosis ,Cryptococcus ,medicine.disease ,biology.organism_classification ,Fingolimod ,Dermatology ,03 medical and health sciences ,0302 clinical medicine ,Cryptococcosis ,Demyelinating disease ,Medicine ,030212 general & internal medicine ,Neurology (clinical) ,business ,Cryptococcal meningitis ,030217 neurology & neurosurgery ,medicine.drug - Abstract
The use of immunomodulatory and immunosuppressive therapies in multiple sclerosis (MS) has allowed practitioners to regulate MS disease activity, with the caveat that these potent medications may render patients susceptible to opportunistic infections. The approval of fingolimod presented the first oral option for relapsing MS. Since 2015, postmarketing safety data have documented several published cases of cryptococcal meningitis and disseminated cryptococcosis associated with fingolimod use. However, surveillance mechanisms for opportunistic infections and management of active demyelinating disease with ongoing infection have not been adequately addressed. We present a case of isolated pulmonary cryptococcosis with the use of fingolimod to highlight the hurdles in balancing efficacious disease-modifying therapies for MS while treating an opportunistic infection associated with that therapy.
- Published
- 2019
39. CD11c
- Author
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Navid, Manouchehri, Rehana Z, Hussain, Petra D, Cravens, Ekaterina, Esaulova, Maxim N, Artyomov, Brian T, Edelson, Gregory F, Wu, Anne H, Cross, Richard, Doelger, Nicolas, Loof, Todd N, Eagar, Thomas G, Forsthuber, Laurent, Calvier, Joachim, Herz, and Olaf, Stüve
- Subjects
Central Nervous System ,Male ,Antigen Presentation ,Encephalomyelitis, Autoimmune, Experimental ,EAE ,Integrin alpha4 ,Biological Sciences ,multiple sclerosis ,Mice ,CD317 ,Immunology and Inflammation ,Antigens, CD ,myeloid cells ,Animals ,Humans ,biomarker ,Female ,Myeloid Cells ,Microglia ,Cells, Cultured - Abstract
Significance The bone marrow-derived CD11c+CD88+CD317+ myeloid cells within the central nervous system are associated with clinical experimental autoimmune encephalomyelitis. Transcriptional analyses identify ITGAX- (CD11c), C5AR1- (CD88), and BST2- (CD317) expressing cells as a distinct myeloid subset in human cerebrospinal fluid. The disease-propagating effects of these cells in experimental autoimmune encephalomyelitis can be effectively antagonized using anti-CD317 monoclonal antibody therapy., Natalizumab, a humanized monoclonal antibody (mAb) against α4-integrin, reduces the number of dendritic cells (DC) in cerebral perivascular spaces in multiple sclerosis (MS). Selective deletion of α4-integrin in CD11c+ cells should curtail their migration to the central nervous system (CNS) and ameliorate experimental autoimmune encephalomyelitis (EAE). We generated CD11c.Cre+/−ITGA4fl/fl C57BL/6 mice to selectively delete α4-integrin in CD11c+ cells. Active immunization and adoptive transfer EAE models were employed and compared with WT controls. Multiparameter flow cytometry was utilized to immunophenotype leukocyte subsets. Single-cell RNA sequencing was used to profile individual cells. α4-Integrin expression by CD11c+ cells was significantly reduced in primary and secondary lymphoid organs in CD11c.Cre+/−ITGA4fl/fl mice. In active EAE, a delayed disease onset was observed in CD11c.Cre+/−ITGA4fl/fl mice, during which CD11c+CD88+ cells were sequestered in the blood. Upon clinical EAE onset, CD11c+CD88+ cells appeared in the CNS and expressed CD317+. In adoptive transfer experiments, CD11c.Cre+/−ITGA4fl/fl mice had ameliorated clinical disease phenotype associated with significantly diminished numbers of CNS CD11c+CD88+CD317+ cells. In human cerebrospinal fluid from subjects with neuroinflammation, microglia-like cells display coincident expression of ITGAX (CD11c), C5AR1 (CD88), and BST2 (CD317). In mice, we show that only activated, but not naïve microglia expressed CD11c, CD88, and CD317. Finally, anti-CD317 treatment prior to clinical EAE substantially enhanced recovery in mice.
- Published
- 2021
40. CD11c + CD88 + CD317 + myeloid cells are critical mediators of persistent CNS autoimmunity
- Author
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Olaf Stüve, Gregory F. Wu, Navid Manouchehri, Brian T. Edelson, Nicolas Loof, Joachim Herz, Ekaterina Esaulova, Anne H. Cross, Petra D. Cravens, Thomas G. Forsthuber, Maxim N. Artyomov, Rehana Z. Hussain, Laurent Calvier, Todd N. Eagar, and Richard Doelger
- Subjects
0301 basic medicine ,Adoptive cell transfer ,Multidisciplinary ,Microglia ,medicine.drug_class ,Chemistry ,Multiple sclerosis ,Experimental autoimmune encephalomyelitis ,CD11c ,hemic and immune systems ,Monoclonal antibody ,medicine.disease ,03 medical and health sciences ,030104 developmental biology ,0302 clinical medicine ,medicine.anatomical_structure ,Immunophenotyping ,Immunology ,medicine ,030217 neurology & neurosurgery ,Neuroinflammation - Abstract
Natalizumab, a humanized monoclonal antibody (mAb) against α4-integrin, reduces the number of dendritic cells (DC) in cerebral perivascular spaces in multiple sclerosis (MS). Selective deletion of α4-integrin in CD11c+ cells should curtail their migration to the central nervous system (CNS) and ameliorate experimental autoimmune encephalomyelitis (EAE). We generated CD11c.Cre+/−ITGA4fl/fl C57BL/6 mice to selectively delete α4-integrin in CD11c+ cells. Active immunization and adoptive transfer EAE models were employed and compared with WT controls. Multiparameter flow cytometry was utilized to immunophenotype leukocyte subsets. Single-cell RNA sequencing was used to profile individual cells. α4-Integrin expression by CD11c+ cells was significantly reduced in primary and secondary lymphoid organs in CD11c.Cre+/−ITGA4fl/fl mice. In active EAE, a delayed disease onset was observed in CD11c.Cre+/−ITGA4fl/fl mice, during which CD11c+CD88+ cells were sequestered in the blood. Upon clinical EAE onset, CD11c+CD88+ cells appeared in the CNS and expressed CD317+. In adoptive transfer experiments, CD11c.Cre+/−ITGA4fl/fl mice had ameliorated clinical disease phenotype associated with significantly diminished numbers of CNS CD11c+CD88+CD317+ cells. In human cerebrospinal fluid from subjects with neuroinflammation, microglia-like cells display coincident expression of ITGAX (CD11c), C5AR1 (CD88), and BST2 (CD317). In mice, we show that only activated, but not naive microglia expressed CD11c, CD88, and CD317. Finally, anti-CD317 treatment prior to clinical EAE substantially enhanced recovery in mice.
- Published
- 2021
41. Alterations of the gut mycobiome in patients with MS
- Author
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Emily Evans, Amber Salter, Suresh Bokoliya, Qingqi Lin, L Ghezzi, Phillip I. Tarr, Cassandra Suther, Matthew Gormley, Robert Mikesell, Hunter Panier, Yanjiao Zhou, Amy E. Lovett-Racke, Laura Piccio, Yue Liu, Anne H. Cross, Alberto Locca, Yair Dorsett, Claudia Cantoni, Saumya Shah, and Kathleen A. Obert
- Subjects
Medicine (General) ,Multiple Sclerosis ,Research paper ,Regulatory B cells ,gut microbiome ,General Biochemistry, Genetics and Molecular Biology ,Body Mass Index ,Feces ,mycobiome ,R5-920 ,Medicine ,Humans ,In patient ,Microbiome ,Host Microbial Interactions ,business.industry ,Multiple sclerosis ,Computational Biology ,General Medicine ,medicine.disease ,Gut microbiome ,Diet ,Gastrointestinal Microbiome ,immune system ,Causal association ,Case-Control Studies ,Immunology ,Dysbiosis ,Metagenome ,Disease Susceptibility ,Metagenomics ,fungi ,Translational science ,business ,Mycobiome ,Biomarkers - Abstract
Background The mycobiome is the fungal component of the gut microbiome and is implicated in several autoimmune diseases. However, its role in MS has not been studied. Methods In this case-control observational study, we performed ITS sequencing and characterised the gut mycobiome in people with MS (pwMS) and healthy controls at baseline and after six months. Findings The mycobiome had significantly higher alpha diversity and inter-subject variation in pwMS than controls. Saccharomyces and Aspergillus were over-represented in pwMS. Saccharomyces was positively correlated with circulating basophils and negatively correlated with regulatory B cells, while Aspergillus was positively correlated with activated CD16+ dendritic cells in pwMS. Different mycobiome profiles, defined as mycotypes, were associated with different bacterial microbiome and immune cell subsets in the blood. Initial treatment with dimethyl fumarate, a common immunomodulatory therapy which also has fungicidal activity, did not cause uniform gut mycobiome changes across all pwMS. Interpretation There is an alteration of the gut mycobiome in pwMS, compared to healthy controls. Further study is required to assess any causal association of the mycobiome with MS and its direct or indirect interactions with bacteria and autoimmunity. Funding This work was supported by the Washington University in St. Louis Institute of Clinical and Translational Sciences, funded, in part, by Grant Number # UL1 TR000448 from the National Institutes of Health, National Center for Advancing Translational Sciences, Clinical and Translational Sciences Award (Zhou Y, Piccio, L, Lovett-Racke A and Tarr PI); R01 NS102633-04 (Zhou Y, Piccio L); the Leon and Harriet Felman Fund for Human MS Research (Piccio L and Cross AH). Cantoni C. was supported by the National MS Society Career Transition Fellowship (TA-1805-31003) and by donations from Whitelaw Terry, Jr. / Valerie Terry Fund. Ghezzi L. was supported by the Italian Multiple Sclerosis Society research fellowship (FISM 2018/B/1) and the National Multiple Sclerosis Society Post-Doctoral Fellowship (FG- 1907-34474). Anne Cross was supported by The Manny & Rosalyn Rosenthal-Dr. John L. Trotter MS Center Chair in Neuroimmunology of the Barnes-Jewish Hospital Foundation. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
- Published
- 2021
42. Diffusion Basis Spectrum Imaging Measures Anti-Inflammatory and Neuroprotective Effects of Fingolimod on Murine Optic Neuritis
- Author
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Chunyu Song, Anne H. Cross, Ajit George, Tsen-Hsuan Lin, Jie Zhan, Peng Sun, Zezhong Ye, Ruimeng Yang, Sheng-Kwei Song, Shengsheng Lai, and Michael Wallendorf
- Subjects
Pathology ,medicine.medical_specialty ,Optic Neuritis ,Visual acuity ,Cognitive Neuroscience ,Computer applications to medicine. Medical informatics ,Axonal loss ,R858-859.7 ,Anti-Inflammatory Agents ,050105 experimental psychology ,Mice ,03 medical and health sciences ,0302 clinical medicine ,In vivo ,medicine ,Animals ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,Optic neuritis ,RC346-429 ,Fingolimod Hydrochloride ,business.industry ,05 social sciences ,Experimental autoimmune encephalomyelitis ,Regular Article ,Fingolimod ,medicine.disease ,Mice, Inbred C57BL ,Diffusion Tensor Imaging ,Neuroprotective Agents ,nervous system ,Neurology ,Optic nerve ,Multiple sclerosis, diffusion basis spectrum imaging ,Female ,Neurology. Diseases of the nervous system ,Neurology (clinical) ,Demyelination ,medicine.symptom ,business ,030217 neurology & neurosurgery ,Diffusion MRI ,medicine.drug - Abstract
Highlights • DBSI quantified optic nerve axon loss in EAE mice. • DBSI detected axonal preservation with ten-week fingolimod treatment. • DBSI could serve as an outcome measure to profile disease progression., Objective To prospectively determine whether diffusion basis spectrum imaging (DBSI) detects, differentiates and quantitates coexisting inflammation, demyelination, axonal injury and axon loss in mice with optic neuritis (ON) due to experimental autoimmune encephalomyelitis (EAE), and to determine if DBSI accurately measures effects of fingolimod on underlying pathology. Methods EAE was induced in 7-week-old C57BL/6 female mice. Visual acuity (VA) was assessed daily to detect onset of ON after which daily oral-treatment with either fingolimod (1 mg/kg) or saline was given for ten weeks. In vivo DBSI scans of optic nerves were performed at baseline, 2-, 6- and 10-weeks post treatment. DBSI-derived metrics including restricted isotropic diffusion tensor fraction (putatively reflecting cellularity), non-restricted isotropic diffusion tensor fraction (putatively reflecting vasogenic edema), DBSI-derived axonal volume, axial diffusivity, λ∥ (putatively reflecting axonal integrity), and increased radial diffusivity, λ⊥ (putatively reflecting demyelination). Mice were killed immediately after the last DBSI scan for immunohistochemical assessment. Results Optic nerves of fingolimod-treated mice exhibited significantly better (p 0.05) from the baseline values in fingolimod-treated mice. Transient DBSI-λ∥ decrease and DBSI-λ⊥ increase were detected during Fingolimod treatment. DBSI-derived metrics assessed in vivo significantly correlated (p
- Published
- 2021
43. Effects of dietary restriction on neuroinflammation in neurodegenerative diseases
- Author
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Anne H. Cross, L Ghezzi, Laura Piccio, and Luigi Fontana
- Subjects
0301 basic medicine ,Aging ,Immunology ,Central nervous system ,Inflammation ,Disease ,Review ,03 medical and health sciences ,0302 clinical medicine ,Neuroinflammation ,Immunity ,medicine ,Immunology and Allergy ,Animals ,Humans ,Amyotrophic lateral sclerosis ,business.industry ,Multiple sclerosis ,Brain ,Neurodegenerative Diseases ,medicine.disease ,Diet ,030104 developmental biology ,medicine.anatomical_structure ,medicine.symptom ,business ,Neuroscience ,030217 neurology & neurosurgery ,Homeostasis ,Diet Therapy - Abstract
Diet is an important modulator of systemic and central nervous system inflammation, with profound effects in metabolism, immunity, and the gut microbiome. Fontana et al. discuss recent findings on the relationship between calorie intake and the mechanisms underlying neuroinflammation and neurodegeneration., Recent and accumulating work in experimental animal models and humans shows that diet has a much more pervasive and prominent role than previously thought in modulating neuroinflammatory and neurodegenerative mechanisms leading to some of the most common chronic central nervous system (CNS) diseases. Chronic or intermittent food restriction has profound effects in shaping brain and peripheral metabolism, immunity, and gut microbiome biology. Interactions among calorie intake, meal frequency, diet quality, and the gut microbiome modulate specific metabolic and molecular pathways that regulate cellular, tissue, and organ homeostasis as well as inflammation during normal brain aging and CNS neurodegenerative diseases, including Alzheimer’s disease, Parkinson’s disease, amyotrophic lateral sclerosis, and multiple sclerosis, among others. This review discusses these findings and their potential application to the prevention and treatment of CNS neuroinflammatory diseases and the promotion of healthy brain aging.
- Published
- 2021
44. CD11c+CD88+CD317+ myeloid cells are critical mediators of persistent CNS autoimmunity
- Author
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Petra D. Cravens, Todd N. Eagar, Richard Doelger, Joachim Herz, Brian T. Edelson, Rehana Z. Hussain, Laurent Calvier, Olaf Stüve, Anne H. Cross, Nicolas Loof, Thomas G. Forsthuber, Gregory F. Wu, and Navid Manouchehri
- Subjects
Adoptive cell transfer ,Myeloid ,medicine.diagnostic_test ,Microglia ,medicine.drug_class ,Chemistry ,Experimental autoimmune encephalomyelitis ,CD11c ,Monoclonal antibody ,medicine.disease ,Molecular biology ,Flow cytometry ,medicine.anatomical_structure ,Immunophenotyping ,medicine - Abstract
BackgroundNatalizumab, a humanized monoclonal antibody (mAb) against α4-integrin, reduces the number of dendritic cells (DC) in cerebral perivascular spaces in multiple sclerosis (MS). Selective deletion of α4-integrin in CD11c+ cells should curtail their migration to the CNS and ameliorate experimental autoimmune encephalomyelitis (EAE).MethodsWe generated CD11c.Cre+/-ITGA4fl/fl C57/Bl6 mice to selectively delete α4-integrin in CD11c+ cells. Active immunization and adoptive transfer EAE models were employed. Multi-parameter flow cytometry was utilized to immunophenotype leukocytes. Single-cell RNA sequencing (scRNA-seq) was used to profile individual cells.Resultsα4-integrin expression by CD11c+ cells was significantly reduced in primary and secondary lymphoid organs in CD11c.Cre+/-ITGA4fl/fl mice. In active EAE, a delayed disease onset was observed in CD11c.Cre+/-ITGA4fl/fl mice, during which CD11c+CD88+ cells were sequestered in the blood. Upon EAE onset, CD11c+CD88+ cells accumulated in the CNS and expressed CD317+. In adoptive transfer experiments, CD11c.Cre+/-ITGA4fl/fl mice had ameliorated clinical disease associated with diminished numbers of CNS CD11c+CD88+CD317+ cells. The transcription profile of CD11c+CD88+CD317+ cells placed them within previously defined microglia-like cells in human CSF. We show that activated, but not naïve microglia expressed CD11c, CD88, and CD317. Finally, anti-CD317 treatment prior to clinical EAE substantially enhanced recovery.ConclusionCD11c+CD88+CD317+ cells in the CNS promote inflammatory damage. Transcriptional analysis identifies CD11c+CD88+CD317+ cells as a unique myeloid subset in human CSF. The disease-propagating effects of these cells can be antagonized using anti-CD317 mAb.
- Published
- 2020
45. Single-cell RNA-seq analysis of human CSF microglia and myeloid cells in neuroinflammation
- Author
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Anne H. Cross, Konstantin Zaitsev, Brian T. Edelson, Robert C. Bucelli, Gregory F. Wu, Claudia Cantoni, Ekaterina Esaulova, Irina Shchukina, and Maxim N. Artyomov
- Subjects
Adult ,Male ,Cell type ,Myeloid ,Cell ,Population ,HIV Infections ,Article ,Flow cytometry ,Young Adult ,Autoimmune Diseases of the Nervous System ,Multiple Sclerosis, Relapsing-Remitting ,medicine ,Humans ,Myeloid Cells ,RNA-Seq ,education ,Neuroinflammation ,Aged ,Cerebrospinal Fluid ,education.field_of_study ,medicine.diagnostic_test ,Microglia ,business.industry ,Sequence Analysis, RNA ,Middle Aged ,Oligodendrocyte ,medicine.anatomical_structure ,Neurology ,Immunology ,Female ,Myelin-Oligodendrocyte Glycoprotein ,Neurology (clinical) ,Single-Cell Analysis ,business - Abstract
ObjectiveTo identify and characterize myeloid cell populations within the CSF of patients with MS and anti-myelin oligodendrocyte glycoprotein (MOG) disorder by high-resolution single-cell gene expression analysis.MethodsSingle-cell RNA sequencing (scRNA-seq) was used to profile individual cells of CSF and blood from 2 subjects with relapsing-remitting MS (RRMS) and one with anti-MOG disorder. Publicly available scRNA-seq data from the blood and CSF of 2 subjects with HIV were also analyzed. An informatics pipeline was used to cluster cell populations by transcriptomic profiling. Based on gene expression by CSF myeloid cells, a flow cytometry panel was devised to examine myeloid cell populations from the CSF of 11 additional subjects, including individuals with RRMS, anti-MOG disorder, and control subjects without inflammatory demyelination.ResultsCommon myeloid populations were identified within the CSF of subjects with RRMS, anti-MOG disorder, and HIV. These included monocytes, conventional and plasmacytoid dendritic cells, and cells with a transcriptomic signature matching microglia. Microglia could be discriminated from other myeloid cell populations in the CSF by flow cytometry.ConclusionsHigh-resolution single-cell gene expression analysis clearly distinguishes distinct myeloid cell types present within the CSF of subjects with neuroinflammation. A population of microglia exists within the human CSF, which is detectable by surface protein expression. The function of these cells during immunity and disease requires further investigation.
- Published
- 2020
46. Case Report: Fingolimod and Cryptococcosis: Collision of Immunomodulation with Infectious Disease
- Author
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Rohini D, Samudralwar, Andrej, Spec, and Anne H, Cross
- Subjects
Articles - Abstract
The use of immunomodulatory and immunosuppressive therapies in multiple sclerosis (MS) has allowed practitioners to regulate MS disease activity, with the caveat that these potent medications may render patients susceptible to opportunistic infections. The approval of fingolimod presented the first oral option for relapsing MS. Since 2015, postmarketing safety data have documented several published cases of cryptococcal meningitis and disseminated cryptococcosis associated with fingolimod use. However, surveillance mechanisms for opportunistic infections and management of active demyelinating disease with ongoing infection have not been adequately addressed. We present a case of isolated pulmonary cryptococcosis with the use of fingolimod to highlight the hurdles in balancing efficacious disease-modifying therapies for MS while treating an opportunistic infection associated with that therapy.
- Published
- 2020
47. Misdiagnosis of multiple sclerosis
- Author
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Andrew J. Solomon, Anne H. Cross, and Robert T. Naismith
- Subjects
Neurologic Examination ,medicine.medical_specialty ,Multiple Sclerosis ,Movement disorders ,business.industry ,Multiple sclerosis ,Oligoclonal Bands ,MEDLINE ,McDonald criteria ,medicine.disease ,Magnetic Resonance Imaging ,Clinical Practice ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Humans ,In patient ,030212 general & internal medicine ,Neurology (clinical) ,Diagnostic Errors ,medicine.symptom ,Intensive care medicine ,Medical science ,business ,030217 neurology & neurosurgery - Abstract
Misdiagnosis of multiple sclerosis (MS) (the incorrect assignment of a diagnosis of MS) remains a problem in contemporary clinical practice. Studies indicate that misdiagnosed patients are often exposed to prolonged unnecessary health care risks and morbidity. The recently published 2017 revision of the McDonald criteria for the diagnosis of MS provides an opportunity to consider the effect of these revisions on the problem of MS misdiagnosis. The 2017 McDonald criteria include several new recommendations to reduce potential for misdiagnoses. The criteria should be used for the types of patients in which validation studies were performed, specifically those patients who present with typical demyelinating syndromes. MRI lesion characteristics were defined for which McDonald criteria would be expected to perform with accuracy. However, 2017 revisions, which now include assessment for cortical lesions, and the inclusion of symptomatic lesions and positive oligoclonal bands for the fulfillment of diagnostic criteria, may have the potential to lead to misdiagnosis of MS if not applied appropriately. While the 2017 McDonald criteria integrate issues relating to MS misdiagnosis and incorporate specific recommendations for its prevention more prominently than prior criteria, the interpretation of clinical and radiologic assessments upon which these criteria depend will continue to allow misdiagnoses. In patients with atypical clinical presentations, the revised McDonald criteria may not be readily applied. In those situations, further evaluation or monitoring rather than immediate diagnosis of MS is prudent.
- Published
- 2018
48. Single scan quantitative gradient recalled echo MRI for evaluation of tissue damage in lesions and normal appearing gray and white matter in multiple sclerosis
- Author
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Biao Xiang, Jie Wen, Anne H. Cross, and Dmitriy A. Yablonskiy
- Subjects
Pathology ,medicine.medical_specialty ,medicine.diagnostic_test ,business.industry ,Multiple sclerosis ,Central nervous system ,Magnetic resonance imaging ,medicine.disease ,Spinal cord ,030218 nuclear medicine & medical imaging ,White matter ,03 medical and health sciences ,0302 clinical medicine ,Atrophy ,medicine.anatomical_structure ,Multiple sclerosis functional composite ,Medicine ,Radiology, Nuclear Medicine and imaging ,business ,Motor cortex - Abstract
BACKGROUND Multiple sclerosis (MS) is a chronic disease affecting the human central nervous system (CNS) and leading to neurologic disability. Although conventional MRI techniques can readily detect focal white matter (WM) lesions, it remains challenging to quantify tissue damage in normal-appearing gray matter (GM) and WM. PURPOSE To demonstrate that a new MRI biomarker, R2t*, can provide quantitative analysis of tissue damage across the brain in MS patients in a single scan. STUDY TYPE Prospective. SUBJECTS Forty-four MS patients and 19 healthy controls (HC). FIELD STRENGTH/SEQUENCE 3T, quantitative gradient-recalled-echo (qGRE), Magnetization-prepared rapid gradient-echo, fluid-attenuated inversion recovery. ASSESSMENT Severity of tissue damage was assessed by reduced R2t*. Tissue atrophy was assessed by cortical thickness and cervical spinal cord cross-sectional area (CSA). Multiple Sclerosis Functional Composite was used for clinical assessment. RESULTS R2t* in cortical GM was more sensitive to MS damage than cortical atrophy. Using more than two standard deviations (SD) reduction versus age-matched HC as the cutoff, 48% of MS patients showed lower R2t*, versus only 9% with lower cortical thickness. Significant correlations between severities of tissue injury were identified among 1) upper cervical cord and several cortical regions, including motor cortex (P
- Published
- 2018
49. Histopathological correlation of diffusion basis spectrum imaging metrics of a biopsy-proven inflammatory demyelinating brain lesion: A brief report
- Author
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Peng Sun, Sheng-Kwei Song, Robert T. Naismith, Anne H. Cross, Robert E. Schmidt, Kathryn Trinkaus, and Afsaneh Shirani
- Subjects
Male ,Pathology ,medicine.medical_specialty ,Anisotropic diffusion ,Article ,Lesion ,03 medical and health sciences ,0302 clinical medicine ,Seizures ,Biopsy ,medicine ,Humans ,030212 general & internal medicine ,Spectrum imaging ,medicine.diagnostic_test ,business.industry ,Multiple sclerosis ,Brain ,Magnetic resonance imaging ,Middle Aged ,medicine.disease ,White Matter ,Diffusion Magnetic Resonance Imaging ,Neurology ,Brain lesions ,Biomarker (medicine) ,Neurology (clinical) ,medicine.symptom ,business ,030217 neurology & neurosurgery ,Demyelinating Diseases - Abstract
Diffusion basis spectrum imaging (DBSI) models diffusion-weighted magnetic resonance imaging (MRI) signals as a combination of discrete anisotropic diffusion tensors and a spectrum of isotropic diffusion tensors. Here, we report the histopathological correlates of DBSI in the biopsied brain tissue of a patient with an inflammatory demyelinating lesion typical of multiple sclerosis (MS). Increased radial diffusivity (marker of demyelination), decreased fiber fraction (apparent axonal density), elevated nonrestricted isotropic fraction (marker of vasogenic edema), but unchanged axial diffusivity (marker of integrity of residual axons) seen in the lesion appeared consistent with histopathological findings of inflammatory demyelination with relative axonal sparing. Our report supports the application of DBSI as a biomarker in human studies of MS.
- Published
- 2018
50. Intensity ratio to improve black hole assessment in multiple sclerosis
- Author
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Gautam Adusumilli, Jie Wen, Anne H. Cross, Peng Sun, Kathryn Trinkaus, Jeffrey D. Viox, Robert T. Naismith, and Samantha Lancia
- Subjects
Adult ,Male ,Multiple Sclerosis ,Severity of Illness Index ,Article ,030218 nuclear medicine & medical imaging ,White matter ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Humans ,Magnetization transfer ,Remyelination ,Aged ,medicine.diagnostic_test ,business.industry ,Multiple sclerosis ,Reproducibility of Results ,Magnetic resonance imaging ,General Medicine ,Middle Aged ,medicine.disease ,Intensity ratio ,Magnetic Resonance Imaging ,White Matter ,Black hole ,Diffusion Tensor Imaging ,medicine.anatomical_structure ,Neurology ,Female ,Neurology (clinical) ,business ,Nuclear medicine ,030217 neurology & neurosurgery ,Diffusion MRI - Abstract
Background Improved imaging methods are critical to assess neurodegeneration and remyelination in multiple sclerosis. Chronic hypointensities observed on T1-weighted brain MRI, "persistent black holes," reflect severe focal tissue damage. Present measures consist of determining persistent black holes numbers and volumes, but do not quantitate severity of individual lesions. Objective Develop a method to differentiate black and gray holes and estimate the severity of individual multiple sclerosis lesions using standard magnetic resonance imaging. Methods 38 multiple sclerosis patients contributed images. Intensities of lesions on T1-weighted scans were assessed relative to cerebrospinal fluid intensity using commercial software. Magnetization transfer imaging, diffusion tensor imaging and clinical testing were performed to assess associations with T1w intensity-based measures. Results Intensity-based assessments of T1w hypointensities were reproducible and achieved > 90% concordance with expert rater determinations of "black" and "gray" holes. Intensity ratio values correlated with magnetization transfer ratios (R = 0.473) and diffusion tensor imaging metrics (R values ranging from 0.283 to −0.531) that have been associated with demyelination and axon loss. Intensity ratio values incorporated into T1w hypointensity volumes correlated with clinical measures of cognition. Conclusions This method of determining the degree of hypointensity within multiple sclerosis lesions can add information to conventional imaging.
- Published
- 2018
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