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1.
Nat Commun ; 15(1): 5013, 2024 Jun 12.
Artigo em Inglês | MEDLINE | ID: mdl-38866782

RESUMO

Multiple sclerosis (MS) is characterized by heterogeneity in disease course and prediction of long-term outcome remains a major challenge. Here, we investigate five myeloid markers - CHIT1, CHI3L1, sTREM2, GPNMB and CCL18 - in the cerebrospinal fluid (CSF) at diagnostic lumbar puncture in a longitudinal cohort of 192 MS patients. Through mixed-effects and machine learning models, we show that CHIT1 is a robust predictor for faster disability progression. Integrative analysis of 11 CSF and 26 central nervous system (CNS) parenchyma single-cell/nucleus RNA sequencing samples reveals CHIT1 to be predominantly expressed by microglia located in active MS lesions and enriched for lipid metabolism pathways. Furthermore, we find CHIT1 expression to accompany the transition from a homeostatic towards a more activated, MS-associated cell state in microglia. Neuropathological evaluation in post-mortem tissue from 12 MS patients confirms CHIT1 production by lipid-laden phagocytes in actively demyelinating lesions, already in early disease stages. Altogether, we provide a rationale for CHIT1 as an early biomarker for faster disability progression in MS.


Assuntos
Biomarcadores , Progressão da Doença , Microglia , Esclerose Múltipla , Humanos , Microglia/metabolismo , Microglia/patologia , Esclerose Múltipla/líquido cefalorraquidiano , Esclerose Múltipla/genética , Esclerose Múltipla/metabolismo , Esclerose Múltipla/diagnóstico , Esclerose Múltipla/patologia , Biomarcadores/líquido cefalorraquidiano , Biomarcadores/metabolismo , Feminino , Masculino , Adulto , Pessoa de Meia-Idade , Hexosaminidases/metabolismo , Hexosaminidases/genética , Hexosaminidases/líquido cefalorraquidiano , Estudos Longitudinais , Proteína 1 Semelhante à Quitinase-3/líquido cefalorraquidiano , Proteína 1 Semelhante à Quitinase-3/metabolismo , Proteína 1 Semelhante à Quitinase-3/genética
2.
Mult Scler Relat Disord ; 85: 105540, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38489948

RESUMO

BACKGROUND: Access to, standardization and reimbursement of multidisciplinary care for people with MS (PwMS) is lacking in many countries. Therefore, this study aims to describe the current multidisciplinary care for people with MS (PwMS) in Belgium and identify benefits, needs and future perspectives METHODS: A survey for PwMS questioned various aspects of MS and viewpoints on care. For MS nurses (MSN) and neurologists, employment, education, job-content, care organization and perspectives were inquired. Descriptive and univariate statistics were performed RESULTS: The PwMS survey comprised 916 respondents with a mean age of 46±12.7 years and 75,4 % of the respondents being female. The majority of the participants had relapsing remitting MS (60.8 %) and the mean patient determined disease steps (PDDS) was 2.0 (IQR=3). 65.3 % and 60.4 % of the PwMS reported having access to a multidisciplinary team (MDT) or MSN. Access to an MSN was associated with more frequent disease modifying treatment (p=.015), spasticity (p=.042) and gait treatment (p=.035), but also more physiotherapy (p=.004), driver's license adjustment (p<.001) and a higher employment rate (p=.004). MDT access was associated with more frequent symptomatic bladder treatment (p=.047), higher physiotherapy rate (p<.001), higher work- (p=.002), insurance- (p<.001) and home support measures (p=.019). PwMS without an available MDT more often indicated that MS care needs improvement (p<.001). MSN's (n = 22) were mainly funded through various budgets, including hospital and neurology practice budgets. Finally, 69 % and 75 % neurologists (n = 62) working without an MSN or MDT stated a need of such support and 61 % agreed that MDT's should be organized at hospital-network level CONCLUSION: MDT and MSN availability may enhance medical and socio-economic support for PwMS. Guidelines, alignment and reimbursement are needed.


Assuntos
Esclerose Múltipla , Neurologistas , Equipe de Assistência ao Paciente , Humanos , Feminino , Masculino , Pessoa de Meia-Idade , Adulto , Bélgica , Esclerose Múltipla/terapia , Esclerose Múltipla/economia , Neurologistas/estatística & dados numéricos , Inquéritos e Questionários , Acessibilidade aos Serviços de Saúde/estatística & dados numéricos
3.
Life Sci Alliance ; 6(11)2023 11.
Artigo em Inglês | MEDLINE | ID: mdl-37696578

RESUMO

As no existing methods within the single-cell RNA sequencing repertoire combine genotyping of specific genomic loci with high throughput, we evaluated a straightforward, targeted sequencing approach as an extension to high-throughput droplet-based single-cell RNA sequencing. Overlaying standard gene expression data with transcript level genotype information provides a strategy to study the impact of genetic variants. Here, we describe this targeted sequencing extension, explain how to process the data and evaluate how technical parameters such as amount of input cDNA, number of amplification rounds, and sequencing depth influence the number of transcripts detected. Finally, we demonstrate how targeted sequencing can be used in two contexts: (1) simultaneous investigation of the presence of a somatic variant and its potential impact on the transcriptome of affected cells and (2) evaluation of allele-specific expression of a germline variant in ad hoc cell subsets. Through these and other comparable applications, our targeted sequencing extension has the potential to improve our understanding of functional effects caused by genetic variation.


Assuntos
Perfilação da Expressão Gênica , Transcriptoma , Transcriptoma/genética , Genótipo , Alelos , Genômica
4.
J Neurol ; 270(2): 1178-1186, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-36372866

RESUMO

Since multiple sclerosis (MS) is characterized by an unpredictable disease course, accurate prognosis and personalized treatment constitute an important challenge in clinical practice. We performed a qualitative systematic review to assess the predictive value of retinal layer measurement by spectral-domain optical coherence tomography (SD-OCT) in MS patients. Longitudinal MS cohort studies that determined the risk of clinical deterioration based on peripapillary retinal nerve fiber layer (pRNFL) and/or macular ganglion cell-inner plexiform layer (mGCIPL) atrophy were included. Our search strategy and selection process yielded eight articles in total. Of those, five studies only focused on patients with a relapsing-remitting disease pattern (RRMS). After correction for confounders such as disease duration, we found that (1) cross-sectional measurement of pRNFL thickness ≤ 88 µm; (2) cross-sectional measurement of mGCIPL thickness < 77 µm; (3) longitudinal measurement of pRNFL thinning > 1.5 µm/year; and (4) longitudinal measurement of mGCIPL thinning ≥ 1.0 µm/year is associated with an increased risk for disability progression in subsequent years. Longitudinal mGCIPL assessment consistently resulted in the highest risk estimates in our analysis. Within these studies, inclusion and exclusion criteria accounted for the retinal degeneration inherent to (acute) optic neuritis (ON). This small systematic review provides additional evidence that OCT-measured pRNFL and/or mGCIPL atrophy can predict disability progression in RRMS patients. We therefore recommend close clinical follow-up or initiation/change of treatment in RRMS patients with increased risk for clinical deterioration based on retinal layer thresholds, in particular when other poor prognostic signs co-occur.


Assuntos
Deterioração Clínica , Degeneração Macular , Esclerose Múltipla , Degeneração Retiniana , Humanos , Prognóstico , Tomografia de Coerência Óptica/métodos , Estudos Transversais , Esclerose Múltipla/diagnóstico por imagem , Esclerose Múltipla/complicações , Atrofia/complicações
5.
BMC Infect Dis ; 22(1): 756, 2022 Sep 28.
Artigo em Inglês | MEDLINE | ID: mdl-36171561

RESUMO

BACKGROUND: Patients with Lyme borreliosis (LB) may report persisting non-specific symptoms such as fatigue, widespread musculoskeletal pain or cognitive difficulties. When present for more than 6 months and causing a reduction in daily activities, this is often referred to as post-treatment Lyme disease syndrome (PTLDS). This study aimed to compare the occurrence of symptoms between LB patients and controls, to estimate the proportion of LB patients developing PTLDS and to identify risk factors. METHODS: A prospective cohort study was set up including three subpopulations: patients with an erythema migrans (EM) (i) or disseminated/late LB (ii) and a non-LB control group (iii). At 6- and 12-months follow-up, the occurrence of several symptoms, including six symptoms used to define PTLDS, i.e. muscle pain, joint pain, fatigue, memory problems, difficulties concentrating and problems finding words, and impact on daily activities, was compared between LB patients and controls. Finally, the proportion of LB patients developing PTLDS as defined by the Infectious Disease Society of America was estimated, including a time frame for symptoms to be present. RESULTS: Although the risk of presenting PTLDS-related symptoms was significantly higher in EM patients (n = 120) compared to controls (n = 128) at 6 months follow-up, the risk of presenting at least one of these symptoms combined with impact on daily activities was not significantly higher in EM patients, at either 6- or 12-months follow-up. A significant association was found between disseminated/late LB (n = 15) and the occurrence of any PTLDS-symptom with an impact on daily activities at both time points. The proportion of patients with PTLDS was estimated at 5.9% (95% CI 2.7-12.9) in EM patients and 20.9% (95% CI 6.8-64.4) in patients with disseminated/late LB (RR = 3.53, 95% CI 0.98-12.68, p = 0.053). No significant risk factors were identified, which may be explained by small sample sizes. CONCLUSIONS: In our study, PTLDS was present in both LB cohorts, yet with a higher percentage in disseminated/late LB patients. Additional research is needed into risk factors for and causes of this syndrome. In addition, development and validation of standardized methods to assess the PTLDS case definition, easily applicable in practice, is of great importance.


Assuntos
Eritema Migrans Crônico , Doença de Lyme , Síndrome Pós-Lyme , Bélgica , Eritema Migrans Crônico/epidemiologia , Fadiga/epidemiologia , Fadiga/etiologia , Humanos , Doença de Lyme/complicações , Doença de Lyme/tratamento farmacológico , Doença de Lyme/epidemiologia , Síndrome Pós-Lyme/complicações , Estudos Prospectivos
6.
Eur J Neurol ; 29(10): 3117-3123, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-35763378

RESUMO

BACKGROUND AND PURPOSE: Enterovirus infections pose a serious threat for patients with humoral deficiencies and may be lethal, whilst the efficacy of proposed treatment options such as corticosteroids, intravenous immunoglobulins and fluoxetine remains debated. METHODS: Viral clearance was investigated in a patient with rituximab-induced B-cell depletion and chronic echovirus 13 (E13) meningoencephalitis/myofasciitis in response to intravenous immunoglobulins and fluoxetine using sequential semi-quantitative E13 viral load measurements by real-time reverse transcription polymerase chain reaction. Fluoxetine concentrations in plasma and cerebrospinal fluid were determined by liquid chromatography mass spectrometry. RESULTS: Intravenous immunoglobulins appeared ineffective in this case of E13 infection, whereas virus clearance in cerebrospinal fluid was obtained after 167 days of oral fluoxetine. Since treatment with corticosteroids resulted in a flare of symptoms, rechallenge with viral load measurements was not attempted. CONCLUSION: In this report of a patient with rituximab-associated chronic echovirus 13 meningoencephalitis, viral clearance in response to single treatment options is assessed for the first time. Our observations further support the in vivo efficacy of fluoxetine against enteroviral infections. More research is needed to establish its efficacy in different enterovirus strains.


Assuntos
Infecções por Echovirus , Infecções por Enterovirus , Meningite Asséptica , Meningoencefalite , Miosite , Antivirais , Infecções por Echovirus/líquido cefalorraquidiano , Enterovirus Humano B , Fluoxetina/uso terapêutico , Humanos , Imunoglobulinas Intravenosas/uso terapêutico , Meningoencefalite/líquido cefalorraquidiano , Meningoencefalite/tratamento farmacológico , Rituximab/uso terapêutico
7.
J Belg Soc Radiol ; 106(1): 31, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35581971

RESUMO

We report a 29-year-old woman with acute supratentorial hydrocephalus due to intraventricular neurocysticercosis (NC). Aqueductal stenosis due to web formation and a free floating intraventricular cyst with scolex were pathognomonic and led to the diagnosis of NC. Worldwide, NC is the most important parasitic infection of the central nervous system but is very uncommon in non-endemic regions. Intraventricular abnormalities occur in approximately 30% of the patients. Magnetic resonance imaging (MRI) plays a crucial role in the diagnostic work-up and in guiding intervention. Teaching Point: Brain magnetic resonance imaging in intraventricular neurocysticercosis is pathognomonic and essential in guiding treatment.

8.
J Neurol ; 269(8): 4565-4574, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-35366084

RESUMO

Multiple sclerosis (MS) is a complex disease with both genetic variants and environmental factors involved in disease susceptibility. The main environmental risk factors associated with MS in observational studies include obesity, vitamin D deficiency, Epstein-Barr virus infection and smoking. As modifying these environmental and lifestyle factors may enable prevention, it is important to pinpoint causal links between these factors and MS. Leveraging genetics through the Mendelian randomization (MR) paradigm is an elegant way to inform prevention strategies in MS. In this review, we summarize MR studies regarding the impact of environmental factors on MS susceptibility, thereby paying attention to quality criteria which will aid readers in interpreting any MR studies. We draw parallels and differences with observational studies and randomized controlled trials and look forward to the challenges that such work presents going forward.


Assuntos
Infecções por Vírus Epstein-Barr , Esclerose Múltipla , Infecções por Vírus Epstein-Barr/complicações , Estudo de Associação Genômica Ampla , Herpesvirus Humano 4/genética , Humanos , Análise da Randomização Mendeliana , Esclerose Múltipla/etiologia , Esclerose Múltipla/genética , Fatores de Risco
9.
Front Immunol ; 13: 834644, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35386698

RESUMO

Objectives: We explored whether genetically predicted increased body mass index (BMI) modulates multiple sclerosis (MS) risk through interleukin-6 (IL-6) signaling. Methods: We performed a two-sample Mendelian randomization (MR) study using multiple genome-wide association studies (GWAS) datasets for BMI, IL-6 signaling, IL-6 levels and c-reactive protein (CRP) levels as exposures and estimated their effects on risk of MS from GWAS data from the International Multiple Sclerosis Genetics Consortium (IMSGC) in 14,802 MS cases and 26,703 controls. Results: In univariable MR analyses, genetically predicted increased BMI and IL-6 signaling were associated with higher risk of MS (BMI: odds ratio (OR) = 1.30, 95% confidence interval (CI) = 1.15-1.47, p = 3.76 × 10-5; IL-6 signaling: OR = 1.51, 95% CI = 1.11-2.04, p = 0.01). Furthermore, higher BMI was associated with increased IL-6 signaling (ß = 0.37, 95% CI = 0.32,0.41, p = 1.58 × 10-65). In multivariable MR analyses, the effect of IL-6 signaling on MS risk remained after adjusting for BMI (OR = 1.36, 95% CI = 1.11-1.68, p = 0.003) and higher BMI remained associated with an increased risk for MS after adjustment for IL-6 signaling (OR = 1.16, 95% CI =1.00-1.34, p = 0.046). The proportion of the effect of BMI on MS mediated by IL-6 signaling corresponded to 43% (95% CI = 25%-54%). In contrast to IL-6 signaling, there was little evidence for an effect of serum IL-6 levels or CRP levels on risk of MS. Conclusion: In this study, we identified IL-6 signaling as a major mediator of the association between BMI and risk of MS. Further explorations of pathways underlying the association between BMI and MS are required and will, together with our findings, improve the understanding of MS biology and potentially lead to improved opportunities for targeted prevention strategies.


Assuntos
Análise da Randomização Mendeliana , Esclerose Múltipla , Índice de Massa Corporal , Estudo de Associação Genômica Ampla , Humanos , Interleucina-6/genética , Esclerose Múltipla/genética , Polimorfismo de Nucleotídeo Único
10.
Artigo em Inglês | MEDLINE | ID: mdl-35393342

RESUMO

BACKGROUND AND OBJECTIVES: Decreased vitamin D levels and obesity are associated with an increased risk for multiple sclerosis (MS). However, whether they also affect the disease course after onset remains unclear. With larger data sets now available, we used Mendelian randomization (MR) to determine whether serum 25-hydroxyvitamin D (25OHD) and body mass index (BMI) are causally associated with MS risk and, moving beyond susceptibility toward heterogeneity, with relapse hazard. METHODS: We used genetic variants from 4 distinct genome-wide association studies (GWASs) for serum 25OHD in up to 416,247 individuals and for BMI from a GWAS in 681,275 individuals. Applying 2-sample MR, we examined associations of 25OHD and BMI with the risk of MS, with summary statistics from the International Multiple Sclerosis Genetics Consortium GWAS in 14,802 MS cases and 26,703 controls. In addition, we examined associations with relapse hazard, with data from our GWAS in 506 MS cases. RESULTS: A 1-SD increase in genetically predicted natural-log transformed 25OHD levels decreased odds of MS up to 28% (95% CI: 12%-40%, p = 0.001) and decreased hazard for a relapse occurring up to 43% (95% CI: 15%-61%, p = 0.006). A 1-SD increase in genetically predicted BMI, corresponding to roughly 5 kg/m2, increased risk for MS with 30% (95% CI: 15%-47%, p = 3.76 × 10-5). On the contrary, we did not find evidence for a causal role of higher BMI with an increased hazard for occurrence of a relapse. DISCUSSION: This study supports causal effects of genetically predicted serum 25OHD concentrations and BMI on risk of MS. In contrast, serum 25OHD but not BMI is significantly associated with relapse hazard after onset. These findings might offer clinical implications for both prevention and treatment.


Assuntos
Estudo de Associação Genômica Ampla , Esclerose Múltipla , Índice de Massa Corporal , Humanos , Análise da Randomização Mendeliana , Esclerose Múltipla/epidemiologia , Polimorfismo de Nucleotídeo Único , Recidiva , Vitamina D
11.
Front Immunol ; 13: 993178, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36618380

RESUMO

Background: Somatic variants are variations in an individual's genome acquired after the zygotic stadium and result from mitotic errors or not (fully) repaired DNA damage. Objectives: To investigate whether somatic mosaicism in T lymphocyte subsets is enriched early in multiple sclerosis (MS). Methods: We identified somatic variants with variant allele fractions ≥1% across the whole exome in CD4+ and CD8+ T lymphocytes of 21 treatment-naive MS patients with <5 years of disease duration and 16 partially age-matched healthy controls. We investigated the known somatic STAT3 variant p.Y640F in peripheral blood in a larger cohort of 446 MS patients and 259 controls. Results: All subjects carried 1-142 variants in CD4+ or CD8+ T lymphocytes. Variants were more common, more abundant, and increased with age in CD8+ T lymphocytes. Somatic variants were common in the genes DNMT3A and especially STAT3. Overall, the presence or abundance of somatic variants, including the STAT3 p.Y640F variant, did not differ between MS patients and controls. Conclusions: Somatic variation in T lymphocyte subsets is widespread in both control individuals and MS patients. Somatic mosaicism in T lymphocyte subsets is not enriched in early MS and thus unlikely to contribute to MS risk, but future research needs to address whether a subset of variants influences disease susceptibility.


Assuntos
Esclerose Múltipla , Humanos , Esclerose Múltipla/genética , Linfócitos T CD8-Positivos , Mosaicismo , Linfócitos T CD4-Positivos , Subpopulações de Linfócitos T
12.
Front Immunol ; 12: 676619, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34122439

RESUMO

Although fingolimod and interferon-ß are two mechanistically different multiple sclerosis (MS) treatments, they both induce B cell activating factor (BAFF) and shift the B cell pool towards a regulatory phenotype. However, whether there is a shared mechanism between both treatments in how they influence the B cell compartment remains elusive. In this study, we collected a cross-sectional study population of 112 MS patients (41 untreated, 42 interferon-ß, 29 fingolimod) and determined B cell subsets, cell-surface and RNA expression of BAFF-receptor (BAFF-R) and transmembrane activator and cyclophilin ligand interactor (TACI) as well as plasma and/or RNA levels of BAFF, BAFF splice forms and interleukin-10 (IL-10) and -35 (IL-35). We added an in vitro B cell culture with four stimulus conditions (Medium, CpG, BAFF and CpG+BAFF) for untreated and interferon-ß treated patients including measurement of intracellular IL-10 levels. Our flow experiments showed that interferon-ß and fingolimod induced BAFF protein and mRNA expression (P ≤ 3.15 x 10-4) without disproportional change in the antagonizing splice form. Protein BAFF correlated with an increase in transitional B cells (P = 5.70 x 10-6), decrease in switched B cells (P = 3.29 x 10-4), and reduction in B cell-surface BAFF-R expression (P = 2.70 x 10-10), both on TACI-positive and -negative cells. TACI and BAFF-R RNA levels remained unaltered. RNA, plasma and in vitro experiments demonstrated that BAFF was not associated with increased IL-10 and IL-35 levels. In conclusion, treatment-induced BAFF correlates with a shift towards transitional B cells which are enriched for cells with an immunoregulatory function. However, BAFF does not directly influence the expression of the immunoregulatory cytokines IL-10 and IL-35. Furthermore, the post-translational mechanism of BAFF-induced BAFF-R cell surface loss was TACI-independent. These observations put the failure of pharmaceutical anti-BAFF strategies in perspective and provide insights for targeted B cell therapies.


Assuntos
Fator Ativador de Células B/metabolismo , Subpopulações de Linfócitos B/imunologia , Cloridrato de Fingolimode/uso terapêutico , Imunossupressores/uso terapêutico , Interferon beta/uso terapêutico , Esclerose Múltipla/tratamento farmacológico , Esclerose Múltipla/imunologia , Células Precursoras de Linfócitos B/imunologia , Transdução de Sinais/efeitos dos fármacos , Adulto , Idoso , Fator Ativador de Células B/genética , Receptor do Fator Ativador de Células B/genética , Receptor do Fator Ativador de Células B/metabolismo , Subpopulações de Linfócitos B/efeitos dos fármacos , Células Cultivadas , Estudos Transversais , Feminino , Seguimentos , Humanos , Interleucina-10/metabolismo , Interleucinas , Masculino , Pessoa de Meia-Idade , Células Precursoras de Linfócitos B/efeitos dos fármacos , RNA Mensageiro/genética , Proteína Transmembrana Ativadora e Interagente do CAML/genética , Proteína Transmembrana Ativadora e Interagente do CAML/metabolismo , Resultado do Tratamento
14.
Ann Neurol ; 89(5): 884-894, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33704824

RESUMO

OBJECTIVE: Many multiple sclerosis (MS) genetic susceptibility variants have been identified, but understanding disease heterogeneity remains a key challenge. Relapses are a core feature of MS and a common primary outcome of clinical trials, with prevention of relapses benefiting patients immediately and potentially limiting long-term disability accrual. We aim to identify genetic variation associated with relapse hazard in MS by analyzing the largest study population to date. METHODS: We performed a genomewide association study (GWAS) in a discovery cohort and investigated the genomewide significant variants in a replication cohort. Combining both cohorts, we captured a total of 2,231 relapses occurring before the start of any immunomodulatory treatment in 991 patients. For assessing time to relapse, we applied a survival analysis utilizing Cox proportional hazards models. We also investigated the association between MS genetic risk scores and relapse hazard and performed a gene ontology pathway analysis. RESULTS: The low-frequency genetic variant rs11871306 within WNT9B reached genomewide significance in predicting relapse hazard and replicated (meta-analysis hazard ratio (HR) = 2.15, 95% confidence interval (CI) = 1.70-2.78, p = 2.07 × 10-10 ). A pathway analysis identified an association of the pathway "response to vitamin D" with relapse hazard (p = 4.33 × 10-6 ). The MS genetic risk scores, however, were not associated with relapse hazard. INTERPRETATION: Genetic factors underlying disease heterogeneity differ from variants associated with MS susceptibility. Our findings imply that genetic variation within the Wnt signaling and vitamin D pathways contributes to differences in relapse occurrence. The present study highlights these cross-talking pathways as potential modulators of MS disease activity. ANN NEUROL 2021;89:884-894.


Assuntos
Esclerose Múltipla/genética , Proteínas Wnt/genética , Adulto , Estudos de Coortes , Feminino , Predisposição Genética para Doença , Variação Genética , Estudo de Associação Genômica Ampla , Heterozigoto , Humanos , Masculino , Esclerose Múltipla/fisiopatologia , Valor Preditivo dos Testes , Prognóstico , Modelos de Riscos Proporcionais , Recidiva , Medição de Risco , Análise de Sobrevida , Vitamina D/fisiologia , Adulto Jovem
15.
Sci Rep ; 11(1): 1573, 2021 01 15.
Artigo em Inglês | MEDLINE | ID: mdl-33452402

RESUMO

Magnetization transfer ratio (MTR) and brain volumetric imaging are (semi-)quantitative MRI markers capturing demyelination, axonal degeneration and/or inflammation. However, factors shaping variation in these traits are largely unknown. In this study, we collected a longitudinal cohort of 33 multiple sclerosis (MS) patients and extended it cross-sectionally to 213. We measured MTR in lesions, normal-appearing white matter (NAWM), normal-appearing grey matter (NAGM) and total brain, grey matter, white matter and lesion volume. We also calculated the polygenic MS risk score. Longitudinally, inter-patient differences at inclusion and intra-patient changes during follow-up together explained > 70% of variance in MRI, with inter-patient differences at inclusion being the predominant source of variance. Cross-sectionally, we observed a moderate correlation of MTR between NAGM and NAWM and, less pronounced, with lesions. Age and gender explained about 30% of variance in total brain and grey matter volume. However, they contributed less than 10% to variance in MTR measures. There were no significant associations between MRI traits and the genetic risk score. In conclusion, (semi-)quantitative MRI traits change with ongoing disease activity but this change is modest in comparison to pre-existing inter-patient differences. These traits reflect individual variation in biological processes, which appear different from those involved in genetic MS susceptibility.


Assuntos
Imageamento por Ressonância Magnética/métodos , Esclerose Múltipla/diagnóstico por imagem , Esclerose Múltipla/fisiopatologia , Adulto , Idoso , Variação Biológica Individual , Encéfalo/diagnóstico por imagem , Encéfalo/patologia , Córtex Cerebral/patologia , Estudos de Coortes , Estudos Transversais , Feminino , Substância Cinzenta/patologia , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Fenótipo , Substância Branca/patologia
16.
Int J MS Care ; 23(6): 261-268, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-35035297

RESUMO

BACKGROUND: One of the major objectives of the Multiple Sclerosis Data Alliance (MSDA) is to enable better discovery of multiple sclerosis (MS) real-world data (RWD). METHODS: We implemented the MSDA Catalogue, which is available worldwide. The current version of the MSDA Catalogue collects descriptive information on governance, purpose, inclusion criteria, procedures for data quality control, and how and which data are collected, including the use of e-health technologies and data on collection of COVID-19 variables. The current cataloguing procedure is performed in several manual steps, securing an effective catalogue. RESULTS: Herein we summarize the status of the MSDA Catalogue as of January 6, 2021. To date, 38 data sources across five continents are included in the MSDA Catalogue. These data sources differ in purpose, maturity, and variables collected, but this landscaping effort shows that there is substantial alignment on some domains. The MSDA Catalogue shows that personal data and basic disease data are the most collected categories of variables, whereas data on fatigue measurements and cognition scales are the least collected in MS registries/cohorts. CONCLUSIONS: The Web-based MSDA Catalogue provides strategic overview and allows authorized end users to browse metadata profiles of data cohorts and data sources. There are many existing and arising RWD sources in MS. Detailed cataloguing of MS RWD is a first and useful step toward reducing the time needed to discover MS RWD sets and promoting collaboration.

17.
Ann Neurol ; 87(4): 633-645, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-31997416

RESUMO

OBJECTIVE: Evidence for a role of microglia in the pathogenesis of multiple sclerosis (MS) is growing. We investigated association of microglial markers at time of diagnostic lumbar puncture (LP) with different aspects of disease activity (relapses, disability, magnetic resonance imaging parameters) up to 6 years later in a cohort of 143 patients. METHODS: In cerebrospinal fluid (CSF), we measured 3 macrophage and microglia-related proteins, chitotriosidase (CHIT1), chitinase-3-like protein 1 (CHI3L1 or YKL-40), and soluble triggering receptor expressed on myeloid cells 2 (sTREM2), as well as a marker of neuronal damage, neurofilament light chain (NfL), using enzyme-linked immunosorbent assay and electrochemiluminescence. We investigated the same microglia-related markers in publicly available RNA expression data from postmortem brain tissue. RESULTS: CHIT1 levels at diagnostic LP correlated with 2 aspects of long-term disease activity after correction for multiple testing. First, CHIT1 increased with reduced tissue integrity in lesions at a median 3 years later (p = 9.6E-04). Second, CHIT1 reflected disease severity at a median 5 years later (p = 1.2E-04). Together with known clinical covariates, CHIT1 levels explained 12% and 27% of variance in these 2 measures, respectively, and were able to distinguish slow and fast disability progression (area under the curve = 85%). CHIT1 was the best discriminator of chronic active versus chronic inactive lesions and the only marker correlated with NfL (r = 0.3, p = 0.0019). Associations with disease activity were, however, independent of NfL. INTERPRETATION: CHIT1 CSF levels measured during the diagnostic LP reflect microglial activation early on in MS and can be considered a valuable prognostic biomarker for future disease activity. ANN NEUROL 2020;87:633-645.


Assuntos
Hexosaminidases/líquido cefalorraquidiano , Esclerose Múltipla/líquido cefalorraquidiano , Esclerose Múltipla/fisiopatologia , Adulto , Encéfalo/diagnóstico por imagem , Proteína 1 Semelhante à Quitinase-3/líquido cefalorraquidiano , Feminino , Seguimentos , Humanos , Imageamento por Ressonância Magnética , Masculino , Glicoproteínas de Membrana/líquido cefalorraquidiano , Pessoa de Meia-Idade , Esclerose Múltipla/diagnóstico por imagem , Proteínas de Neurofilamentos/líquido cefalorraquidiano , Prognóstico , Receptores Imunológicos , Adulto Jovem
19.
Hum Mol Genet ; 28(8): 1369-1380, 2019 04 15.
Artigo em Inglês | MEDLINE | ID: mdl-30541027

RESUMO

The role of somatic variants in diseases beyond cancer is increasingly being recognized, with potential roles in autoinflammatory and autoimmune diseases. However, as mutation rates and allele fractions are lower, studies in these diseases are substantially less tolerant of false positives, and bio-informatics algorithms require high replication rates. We developed a pipeline combining two variant callers, MuTect2 and VarScan2, with technical filtering and prioritization. Our pipeline detects somatic variants with allele fractions as low as 0.5% and achieves a replication rate of >55%. Validation in an independent data set demonstrates excellent performance (sensitivity > 57%, specificity > 98%, replication rate > 80%). We applied this pipeline to the autoimmune disease multiple sclerosis (MS) as a proof-of-principle. We demonstrate that 60% of MS patients carry 2-10 exonic somatic variants in their peripheral blood T and B cells, with the vast majority (80%) occurring in T cells and variants persisting over time. Synonymous variants significantly co-occur with non-synonymous variants. Systematic characterization indicates somatic variants are enriched for being novel or very rare in public databases of germline variants and trend towards being more damaging and conserved, as reflected by higher phred-scaled combined annotation-dependent depletion (CADD) and genomic evolutionary rate profiling (GERP) scores. Our pipeline and proof-of-principle now warrant further investigation of common somatic genetic variation on top of inherited genetic variation in the context of autoimmune disease, where it may offer subtle survival advantages to immune cells and contribute to the capacity of these cells to participate in the autoimmune reaction.


Assuntos
Doenças Autoimunes/genética , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Análise de Sequência de DNA/métodos , Imunidade Adaptativa/genética , Adulto , Algoritmos , Alelos , Biologia Computacional/métodos , Análise Mutacional de DNA , Feminino , Variação Genética/genética , Humanos , Masculino , Pessoa de Meia-Idade , Mutação , Polimorfismo de Nucleotídeo Único/genética , Reprodutibilidade dos Testes , Software
20.
Cell Rep ; 25(3): 798-810.e6, 2018 10 16.
Artigo em Inglês | MEDLINE | ID: mdl-30332657

RESUMO

The immune system is highly diverse, but characterization of its genetic architecture has lagged behind the vast progress made by genome-wide association studies (GWASs) of emergent diseases. Our GWAS for 54 functionally relevant phenotypes of the adaptive immune system in 489 healthy individuals identifies eight genome-wide significant associations explaining 6%-20% of variance. Coding and splicing variants in PTPRC and COMMD10 are involved in memory T cell differentiation. Genetic variation controlling disease-relevant T helper cell subsets includes RICTOR and STON2 associated with Th2 and Th17, respectively, and the interferon-lambda locus controlling regulatory T cell proliferation. Early and memory B cell differentiation stages are associated with variation in LARP1B and SP4. Finally, the latrophilin family member ADGRL2 correlates with baseline pro-inflammatory interleukin-6 levels. Suggestive associations reveal mechanisms of autoimmune disease associations, in particular related to pro-inflammatory cytokine production. Pinpointing these key human immune regulators offers attractive therapeutic perspectives.


Assuntos
Doenças Autoimunes/genética , Regulação da Expressão Gênica , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla , Fatores Imunológicos/genética , Polimorfismo de Nucleotídeo Único , Adolescente , Adulto , Idoso , Doenças Autoimunes/imunologia , Doenças Autoimunes/patologia , Feminino , Perfilação da Expressão Gênica , Voluntários Saudáveis , Humanos , Masculino , Pessoa de Meia-Idade , Linfócitos T Reguladores/imunologia , Linfócitos T Reguladores/metabolismo , Células Th17/imunologia , Células Th17/metabolismo , Adulto Jovem
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