40 results on '"Pål Berg-Hansen"'
Search Results
2. Rebaseline no evidence of disease activity (NEDA-3) as a predictor of long-term disease course in a Norwegian multiple sclerosis population
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Cecilia Smith Simonsen, Heidi Øyen Flemmen, Line Broch, Kamilla Brekke, Cathrine Brunborg, Pål Berg-Hansen, and Elisabeth Gulowsen Celius
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multiple sclerosis ,NEDA 3 ,no evidence of disease activity ,time to EDSS 6 ,high efficacy treatment ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
IntroductionNo evidence of disease activity with three components (NEDA-3) is achieved if the person with MS (pwMS) has no new MRI lesions, no new relapses and no change in Expanded disability status scale (EDSS) over 1 year. Whether NEDA-3 is a good tool in measuring disease activity is up for discussion, but it is superior to the individual parameters separately and user-friendly. There is disagreement on whether NEDA-3 is a good predictor of long-term disability.MethodsThis is a retrospective cohort study using real-world data with limited selection bias from the complete MS population at two hospitals in the southeast of Norway. We included pwMS diagnosed between 2006 and 2017 who had enough information to determine time to failure of NEDA-3 after diagnosis.ResultsOf 536 pwMS, only 38% achieved NEDA 1 year after diagnosis. PwMS achieving NEDA were more likely to be started on a high efficacy drug as the initial drug, but there were no demographic differences. Mean time to NEDA failure was 3.3 (95% CI 2.9–3.7) years. Starting a high efficiacy therapy was associated with an increased risk of sustaining NEDA as compared to those receiving moderate efficacy therapy. PwMS who achieved NEDA at year one had a mean time to EDSS 6 of 33.8 (95% CI 30.9–36.8) years vs. 30.8 (95% CI 25.0–36.6) years in pwMS who did not achieve NEDA, p < 0.001. When rebaselining NEDA 1 year after diagnosis, 52.2% achieved NEDA in the 1st year after rebaseline, mean time to NEDA failure was 3.4 (95% CI 3.0–3.7) years and mean time to EDSS 6 was 44.5 (95% CI 40.4–48.5) years in pwMS achieving NEDA vs. 29.6 (95% CI 24.2–35.0) years in pwMS not achieving NEDA, p < 0.001. After rebaseline, pwMS with a high efficacy therapy as the initial drug had a mean time from diagnosis to NEDA fail of 4.8 years (95% CI 3.9–5.8) vs. 3.1 years (95% CI 2.7–3.5) in pwMS started on a moderate efficacy therapy, p < 0.001. In pwMS with NEDA failure at year one, 70% failed one, 28% failed two and 2% failed three components. New MRI lesions were the most common cause of NEDA failure (63%), followed by new relapses (50%) and EDSS change (25%).ConclusionNEDA-3 from rebaseline after 1 year, once treatment is stabilized, can predict the long-term disease course in MS. Starting a high efficacy DMT is associated with longer time to NEDA failure than moderate therapies. Finally, most pwMS only fail one component and new MRI lesions are the most likely cause of NEDA failure.
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- 2022
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3. Early High Efficacy Treatment in Multiple Sclerosis Is the Best Predictor of Future Disease Activity Over 1 and 2 Years in a Norwegian Population-Based Registry
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Cecilia Smith Simonsen, Heidi Øyen Flemmen, Line Broch, Cathrine Brunborg, Pål Berg-Hansen, Stine Marit Moen, and Elisabeth Gulowsen Celius
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multiple sclerosis ,disease modifying therapies ,no evidence of disease activity ,disease activity ,treatment decision ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Background: Moderate and high efficacy disease modifying therapies (DMTs) have a profound effect on disease activity. The current treatment guidelines only recommend high efficacy DMTs for patients with highly active MS. The objective was to examine the impact of initial treatment choice in achieving no evidence of disease activity (NEDA) at year 1 and 2.Methods: Using a real-world population-based registry with limited selection bias from the southeast of Norway, we determined how many patients achieved NEDA on moderate and high efficacy DMTs.Results: 68.0% of patients who started a high efficacy DMT as the first drug achieved NEDA at year 1 and 52.4% at year 2 as compared to 36.0 and 19.4% of patients who started a moderate efficacy DMT as a first drug. The odds ratio (OR) of achieving NEDA on high efficacy drugs compared to moderate efficacy drugs as a first drug at year 1 was 3.9 (95% CI 2.4–6.1, p < 0.001). The OR for high efficacy DMT as the second drug was 2.5 (95% CI 1.7–3.9, p < 0.001), and was not significant for the third drug. Patients with a medium or high risk of disease activity were significantly more likely to achieve NEDA on a high efficacy therapy as a first drug compared to moderate efficacy therapy as a first drug.Conclusions: Achieving NEDA at year 1 and 2 is significantly more likely in patients on high-efficacy disease modifying therapies than on moderate efficacy therapies, and the first choice of treatment is the most important. The immunomodulatory treatment guidelines should be updated to ensure early, high efficacy therapy for the majority of patients diagnosed with MS.
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- 2021
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4. LesionQuant for Assessment of MRI in Multiple Sclerosis—A Promising Supplement to the Visual Scan Inspection
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Synne Brune, Einar A. Høgestøl, Vanja Cengija, Pål Berg-Hansen, Piotr Sowa, Gro O. Nygaard, Hanne F. Harbo, and Mona K. Beyer
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MRI ,longitudinal lesions ,brain atrophy ,automatic lesion detection ,multiple sclerosis ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Background and Goals: Multiple sclerosis (MS) is a central nervous system inflammatory disease where magnetic resonance imaging (MRI) is an important tool for diagnosis and disease monitoring. Quantitative measurements of lesion volume, lesion count, distribution of lesions, and brain atrophy have a potentially significant value for evaluating disease progression. We hypothesize that utilizing software designed for evaluating MRI data in MS will provide more accurate and detailed analyses compared to the visual neuro-radiological evaluation.Methods: A group of 56 MS patients (mean age 35 years, 70% females and 96% relapsing-remitting MS) was examined with brain MRI one and 5 years after diagnosis. The T1 and FLAIR brain MRI sequences for all patients were analyzed using the LesionQuant (LQ) software. These data were compared with data from structured visual evaluations of the MRI scans performed by neuro-radiologists, including assessments of atrophy, and lesion count. The data from LQ were also compared with data from other validated research methods for brain segmentation, including assessments of whole brain volume and lesion volume. Correlations with clinical tests like the timed 25-foot walk test (T25FT) were performed to explore additional value of LQ analyses.Results: Lesion count assessments by LQ and by the neuro-radiologist were significantly correlated one year (cor = 0.92, p = 2.2 × 10−16) and 5 years (cor = 0.84, p = 2.7 × 10−16) after diagnosis. Analyzes of the intra- and interrater variability also correlated significantly (cor = 0.96, p < 0.001, cor = 0.97, p < 0.001). Significant positive correlation was found between lesion volume measured by LQ and by the software Cascade (cor = 0.7, p < 0.001. LQ detected a reduction in whole brain percentile >10 in 10 patients across the time-points, whereas the neuro-radiologist assessment identified six of these. The neuro-radiologist additionally identified five patients with increased atrophy in the follow-up period, all of them displayed decreasing low whole brain percentiles (median 11, range 8–28) in the LQ analysis. Significant positive correlation was identified between lesion volume measured by LQ and test performance on the T25FT both at 1 and 5 years after diagnosis.Conclusion: For the number of MS lesions at both time-points, we demonstrated strong correlations between the assessments done by LQ and the neuro-radiologist. Lesion volume evaluated with LQ correlated with T25FT performance. LQ-analyses classified more patients to have brain atrophy than the visual neuro-radiological evaluation. In conclusion, LQ seems like a promising supplement to the evaluation performed by neuro-radiologists, providing an automated tool for evaluating lesions in MS patients and also detecting early signs of atrophy in both a longitudinal and cross-sectional setting.
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- 2020
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5. Increased DNA methylation of SLFN12 in CD4+ and CD8+ T cells from multiple sclerosis patients.
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Brooke Rhead, Ina S Brorson, Tone Berge, Cameron Adams, Hong Quach, Stine Marit Moen, Pål Berg-Hansen, Elisabeth Gulowsen Celius, Dipen P Sangurdekar, Paola G Bronson, Rodney A Lea, Sean Burnard, Vicki E Maltby, Rodney J Scott, Jeannette Lechner-Scott, Hanne F Harbo, Steffan D Bos, and Lisa F Barcellos
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Medicine ,Science - Abstract
DNA methylation is an epigenetic mark that is influenced by environmental factors and is associated with changes to gene expression and phenotypes. It may link environmental exposures to disease etiology or indicate important gene pathways involved in disease pathogenesis. We identified genomic regions that are differentially methylated in T cells of patients with relapsing remitting multiple sclerosis (MS) compared to healthy controls. DNA methylation was assessed at 450,000 genomic sites in CD4+ and CD8+ T cells purified from peripheral blood of 94 women with MS and 94 healthy women, and differentially methylated regions were identified using bumphunter. Differential DNA methylation was observed near four loci: MOG/ZFP57, HLA-DRB1, NINJ2/LOC100049716, and SLFN12. Increased methylation of the first exon of the SLFN12 gene was observed in both T cell subtypes and remained present after restricting analyses to samples from patients who had never been on treatment or had been off treatment for more than 2.5 years. Genes near the regions of differential methylation in T cells were assessed for differential expression in whole blood samples from a separate population of 1,329 women with MS and 97 healthy women. Gene expression of HLA-DRB1, NINJ2, and SLFN12 was observed to be decreased in whole blood in MS patients compared to controls. We conclude that T cells from MS patients display regions of differential DNA methylation compared to controls, and corresponding gene expression differences are observed in whole blood. Two of the genes that showed both methylation and expression differences, NINJ2 and SLFN12, have not previously been implicated in MS. SLFN12 is a particularly compelling target of further research, as this gene is known to be down-regulated during T cell activation and up-regulated by type I interferons (IFNs), which are used to treat MS.
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- 2018
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6. Oligoclonal band status in Scandinavian multiple sclerosis patients is associated with specific genetic risk alleles.
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Inger-Lise Mero, Marte W Gustavsen, Hanne S Sæther, Siri T Flåm, Pål Berg-Hansen, Helle B Søndergaard, Poul Erik H Jensen, Tone Berge, Anja Bjølgerud, Aslaug Muggerud, Jan H Aarseth, International Multiple Sclerosis Genetics Consortium, Kjell-Morten Myhr, Elisabeth G Celius, Finn Sellebjerg, Jan Hillert, Lars Alfredsson, Tomas Olsson, Annette Bang Oturai, Ingrid Kockum, Benedicte A Lie, Bettina Kulle Andreassen, and Hanne F Harbo
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Medicine ,Science - Abstract
The presence of oligoclonal bands (OCB) in cerebrospinal fluid (CSF) is a typical finding in multiple sclerosis (MS). We applied data from Norwegian, Swedish and Danish (i.e. Scandinavian) MS patients from a genome-wide association study (GWAS) to search for genetic differences in MS relating to OCB status. GWAS data was compared in 1367 OCB positive and 161 OCB negative Scandinavian MS patients, and nine of the most associated SNPs were genotyped for replication in 3403 Scandinavian MS patients. HLA-DRB1 genotypes were analyzed in a subset of the OCB positive (n = 2781) and OCB negative (n = 292) MS patients and compared to 890 healthy controls. Results from the genome-wide analyses showed that single nucleotide polymorphisms (SNPs) from the HLA complex and six other loci were associated to OCB status. In SNPs selected for replication, combined analyses showed genome-wide significant association for two SNPs in the HLA complex; rs3129871 (p = 5.7×10(-15)) and rs3817963 (p = 5.7×10(-10)) correlating with the HLA-DRB1*15 and the HLA-DRB1*04 alleles, respectively. We also found suggestive association to one SNP in the Calsyntenin-2 gene (p = 8.83×10(-7)). In HLA-DRB1 analyses HLA-DRB1*15∶01 was a stronger risk factor for OCB positive than OCB negative MS, whereas HLA-DRB1*04∶04 was associated with increased risk of OCB negative MS and reduced risk of OCB positive MS. Protective effects of HLA-DRB1*01∶01 and HLA-DRB1*07∶01 were detected in both groups. The groups were different with regard to age at onset (AAO), MS outcome measures and gender. This study confirms both shared and distinct genetic risk for MS subtypes in the Scandinavian population defined by OCB status and indicates different clinical characteristics between the groups. This suggests differences in disease mechanisms between OCB negative and OCB positive MS with implications for patient management, which need to be further studied.
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- 2013
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7. Sensor-based gait analyses of the six-minute walk test identify qualitative improvement in gait parameters of people with multiple sclerosis after rehabilitation
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Pål Berg-Hansen, Stine Marit Moen, Andreas Austeng, Victor Gonzales, Thomas Dahl Klyve, Henrik Negård, Trine Margrethe Seeberg, Elisabeth Gulowsen Celius, and Frédéric Meyer
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Multiple Sclerosis ,Neurology ,Humans ,Disabled Persons ,Walk Test ,Walking ,Neurology (clinical) ,Gait Analysis ,Gait - Abstract
The aim of this work was to determine whether wearable inertial measurement units (IMUs) could detect gait improvements across different disability groups of people with Multiple Sclerosis (pwMS) by the six-minute walk test (6MWT) during a rehabilitation stay in a specialized rehabilitation center. Forty-six pwMS and 20 healthy controls (HC) were included in the study. They performed the 6MWT with two inertial measurement units (IMUs) placed on the feet. Thirty-two of the pwMS were retested at the end of the stay. PwMS were divided in a mild-disability and a moderate-disability group. The 6MWT was divided in six sections of 1 min each for technical analysis, and linear mixed models were used for statistical analyses. The comparison between the two disability groups and HC highlighted significant differences for each gait parameter (all p R2 = 0.53). Gait analyses from wearable sensors identified different evolutions of gait patterns during the 6MWT in pwMS with different physical disability. The measured effect of a short-time rehabilitation on gait with 6MWT was higher for pwMS with higher degree of disability. Using IMUs in a clinical setting allowed to identify significant changes in inter-stride gait patterns. Wearable sensors and key parameters have the potential as useful clinical tools for focusing on gait in pwMS.
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- 2022
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8. Serum neurofilament light chain concentration predicts disease worsening in multiple sclerosis
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Synne Brune, Einar A Høgestøl, Sigrid A de Rodez Benavent, Pål Berg-Hansen, Mona K Beyer, Ingvild Sørum Leikfoss, Steffan D Bos, Piotr Sowa, Cathrine Brunborg, Magi Andorra, Irene Pulido Valdeolivas, Susanna Asseyer, Alexander Brandt, Claudia Chien, Michael Scheel, Kaj Blennow, Henrik Zetterberg, Nicole Kerlero de Rosbo, Friedemann Paul, Antonio Uccelli, Pablo Villoslada, Tone Berge, and Hanne F Harbo
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Multiple Sclerosis ,Neurology ,Neurofilament Proteins ,Intermediate Filaments ,Brain ,Humans ,Neurology (clinical) ,Function and Dysfunction of the Nervous System ,Magnetic Resonance Imaging ,Biomarkers - Abstract
Background: Serum neurofilament light (sNfL) chain is a promising biomarker reflecting neuro-axonal injury in multiple sclerosis (MS). However, the ability of sNfL to predict outcomes in real-world MS cohorts requires further validation. Objective: The aim of the study is to investigate the associations of sNfL concentration, magnetic resonance imaging (MRI) and retinal optical coherence tomography (OCT) markers with disease worsening in a longitudinal European multicentre MS cohort. Methods: MS patients ( n = 309) were prospectively enrolled at four centres and re-examined after 2 years ( n = 226). NfL concentration was measured by single molecule array assay in serum. The patients’ phenotypes were thoroughly characterized with clinical examination, retinal OCT and MRI brain scans. The primary outcome was disease worsening at median 2-year follow-up. Results: Patients with high sNfL concentrations (⩾8 pg/mL) at baseline had increased risk of disease worsening at median 2-year follow-up (odds ratio (95% confidence interval) = 2.8 (1.5–5.3), p = 0.001). We found no significant associations of MRI or OCT measures at baseline with risk of disease worsening. Conclusion: Serum NfL concentration was the only factor associated with disease worsening, indicating that sNfL is a useful biomarker in MS that might be relevant in a clinical setting.
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- 2022
9. Fatigue in multiple sclerosis is associated with socioeconomic factors
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Line Broch, Heidi Øyen Flemmen, Cecilia Smith Simonsen, Pål Berg-Hansen, Heidi Ormstad, Cathrine Brunborg, and Elisabeth Gulowsen Celius
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Male ,Multiple Sclerosis ,Depression ,General Medicine ,Middle Aged ,Cross-Sectional Studies ,Socioeconomic Factors ,Neurology ,Quality of Life ,Humans ,Female ,Neurology (clinical) ,Child ,Fatigue - Abstract
Objectives: Fatigue is one of the leading causes of reduced quality of life and inability to work in people with multiple sclerosis (pwMS). Currently, no treatment effectively ameliorates fatigue. We still know little about what causes fatigue and which factors may contribute to fatigue. Knowledge about socioeconomic factors’ role in fatigue might help us recognize strategies for the management of fatigue. Our aim was to explore whether socioeconomic factors are associated with the presence or level of perceived fatigue. Methods: This is a cross-sectional study of the MS population in three Norwegian counties. We used the Fatigue Scale for Motor and Cognitive Functions to assess self-reported fatigue, and obtained socioeconomic data from Statistics Norway and questionnaires. To assess self-reported anxiety and depression, we employed the Hospital Anxiety and Depression Scale. Clinical data were gathered from the hospital record system. Results: The response rate was 64% (1599/2512). Seventy percent of the respondents were female, and the mean age was 52 years. Higher levels of education were associated with lower levels of fatigue. Receiving a disability pension, being divorced and having children were all factors associated with higher levels of fatigue, as were low parental education, low income, current smoking, and autoimmune comorbidities. We found a higher prevalence of anxiety and depression in pwMS with fatigue compared to those without fatigue. Conclusion: Female sex, high level of disability, anxiety, depression and socioeconomic factors were independently associated with fatigue in contemporary patients with MS. These factors should be considered when devising management strategies.
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- 2022
10. A Comparison of Brain Age Estimation And Brain Parenchymal Fraction as Imaging Markers in Multiple Sclerosis
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Einar August Høgestøl, Tobias Kaufmann, Ann-Marie G. de Lange, Thomas Moridi, Russel Ouellette, Mads L. Pedersen, Benjamin Victor Ineichen, Dani Beck, Daniel Ferrerira, Sebastian Muehlboeck, Synne Brune, Gro Owren Nygaard, Pål Berg-Hansen, Mona Kristiansen Beyer, Piotr Sowa, Ali Manouchehrinia, Eric Westman, Tomas Olsson, Elisabeth Gulowsen Celius, Jan Hillert, Ingrid Skelton Kockum, Hanne Flinstad Harbo, Fredrik Piehl, Tobias Granberg, and Lars T. Westlye
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History ,Polymers and Plastics ,Business and International Management ,Industrial and Manufacturing Engineering - Published
- 2022
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11. Stereotyped B-cell responses are linked to IgG constant region polymorphisms in multiple sclerosis
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Ida Lindeman, Justyna Polak, Shuo‐Wang Qiao, Trygve Holmøy, Rune A. Høglund, Frode Vartdal, Pål Berg‐Hansen, Ludvig M. Sollid, and Andreas Lossius
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B-Lymphocytes ,Multiple Sclerosis ,Immunoglobulin G ,Immunology ,Immunology and Allergy ,Brain ,Humans ,Immunoglobulin A - Abstract
Clonally related B cells infiltrate the brain, meninges, and cerebrospinal fluid of MS patients, but the mechanisms driving the B-cell response and shaping the immunoglobulin repertoires remain unclear. Here, we used single-cell full-length RNA-seq and BCR reconstruction to simultaneously assess the phenotypes, isotypes, constant region polymorphisms, and the paired heavy- and light-chain repertoires in intrathecal B cells. We detected extensive clonal connections between the memory B cell and antibody-secreting cell (ASC) compartments and observed clonally related cells of different isotypes including IgM/IgG1, IgG1/IgA1, IgG1/IgG2, and IgM/IgA1. There was a strong dominance of the G1m1 allotype constant region polymorphisms in ASCs, but not in memory B cells. Tightly linked to the G1m1 allotype, we found a preferential pairing of the immunoglobulin heavy-chain variable (IGHV)4 gene family with the κ variable (IGKV)1 gene family. The IGHV4-39 gene was most used and showed the highest frequency of pairing with IGKV1-5 and IGKV1(D)-33. These results link IgG constant region polymorphisms to stereotyped B-cell responses in MS and indicate that the intrathecal B-cell response in these patients could be directed against structurally similar epitopes.
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- 2021
12. The course of multiple sclerosis rewritten: a Norwegian population-based study on disease demographics and progression
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Cecilia Smith Simonsen, Stine Marit Moen, Line Broch, Cathrine Brunborg, Heidi Øyen Flemmen, Elisabeth Gulowsen Celius, and Pål Berg-Hansen
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medicine.medical_specialty ,Pediatrics ,Time to EDSS 6 ,Epidemiology ,Population ,Natural history ,Norwegian ,Disease ,Multiple sclerosis ,Disability Evaluation ,medicine ,Humans ,Disease course ,education ,Demography ,education.field_of_study ,Expanded Disability Status Scale ,Original Communication ,business.industry ,Norway ,Multiple Sclerosis, Chronic Progressive ,medicine.disease ,language.human_language ,Neurology ,Cohort ,language ,Disease Progression ,Neurology (clinical) ,business - Abstract
Objectives Over the past few decades, there has been an improvement in the rate of disability progression in multiple sclerosis (MS) patients, and most studies relate this evolvement to the introduction of disease-modifying therapies. However, several other factors have changed over this period, including access to MRI and newer diagnostic criteria. The aim of this study is to investigate changes in the natural course of MS over time in a near-complete and geographically well-defined population from the south-east of Norway. Methods We examined disease progression and demographics over two decades and assessed the effect of disease-modifying therapies using linear mixed-effect models. Results In a cohort of 2097 patients, we found a significant improvement in disability as measured by the Expanded Disability Status Scale (EDSS) stratified by age, and the improvement remained significant after adjusting for time on disease-modifying medications, gender and progressive MS at onset. The time from disease onset to EDSS 6 in the total cohort was 29.8 years (95% CI 28.5–31.1) and was significantly longer in patients diagnosed after 2006 compared to patients diagnosed before. There are significant differences between patient demographics, as well as time to EDSS 6, in the near-complete, geographically well-defined population compared to an additional cohort from the capital Oslo and its suburbs. Conclusion The natural course of MS is improving, but the improvement seen in disease progression has multifaceted explanations. Our study underlines the importance of completeness of data, relevant timeframes and demographics when comparing different MS populations. Studies on incomplete populations should be interpreted with caution.
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- 2020
13. The influence of socioeconomic factors on access to disease modifying treatment in a Norwegian multiple sclerosis cohort
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Heidi Øyen Flemmen, Cecilia Smith Simonsen, Line Broch, Cathrine Brunborg, Pål Berg-Hansen, Stine Marit Moen, Hege Kersten, and Elisabeth Gulowsen Celius
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Cohort Studies ,Multiple Sclerosis ,Multiple Sclerosis, Relapsing-Remitting ,Social Class ,Neurology ,Educational Status ,Humans ,Neurology (clinical) ,General Medicine - Abstract
Objective: Several studies report an impact of socioeconomic factors on access to disease modifying treatment (DMT) in multiple sclerosis (MS), with a trend of less access to more deprived persons. We investigated the impact of socioeconomic status (SES) on access to treatment in a well-defined Norwegian MS cohort. Methods: This is a study of a population-based Norwegian MS cohort. We collected detailed information on disease development, progression, and DMT administered. Socioeconomic data was obtained from Statistics Norway and a questionnaire. Results: We included 1314 persons with relapsing remitting MS at the prevalence date 01/01/2018. The population ever treated with DMTs is younger at onset, has shorter time from onset to diagnosis and lower expanded disability status score (EDSS) at diagnosis. The persons with MS (pwMS) with the highest levels of education, and those who are married are more likely to be ever treated with DMT. In the subgroup treated with a high efficacy DMT as a first drug, the pwMS are younger at prevalence date (39.9 years (SD 12.1)) compared with those who are not treated with a high efficacy DMT as first drug (43.8 years (SD 10.3)). The subgroup treated with a high efficacy DMT as a first drug has a 0.5 point higher EDSS at diagnosis compared to those not treated with a high efficacy DMT as a first drug. The level of education, household income and marital status are inversely related to access to high efficacy DMT as a first drug. None of the above differences persist when analyzing the subgroup diagnosed within the last six years (2012-2017). Conclusions: Since 2012, the pwMS in this Norwegian cohort are treated equally with DMT in terms of different measures of socioeconomic position.
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- 2022
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14. Prevalence of multiple sclerosis in rural and urban districts in Telemark county, Norway
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Pål Berg-Hansen, Cecilia Smith Simonsen, Hege Kersten, Stine Marit Moen, Elisabeth Gulowsen Celius, Kristian Heldal, and Heidi Øyen Flemmen
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Rural Population ,medicine.medical_specialty ,Multiple Sclerosis ,Urban Population ,Population ,Norwegian ,03 medical and health sciences ,0302 clinical medicine ,Chart review ,Epidemiology ,medicine ,Prevalence ,European standard ,Humans ,030212 general & internal medicine ,education ,Retrospective Studies ,education.field_of_study ,business.industry ,Norway ,Incidence (epidemiology) ,Incidence ,General Medicine ,language.human_language ,Neurology ,language ,Population study ,Neurology (clinical) ,Rural area ,business ,030217 neurology & neurosurgery ,Demography - Abstract
Objective To explore the trends in prevalence and incidence of multiple sclerosis (MS) in Telemark, Norway (latitude 58.7-60.3˚N), over the past two decades, with focus on differences between rural and urban areas. Methods Data from all patients with a confirmed diagnosis of MS in Telemark since 1993 were prospectively recorded and collected in a retrospective chart review. Prevalence estimates on January 1st 1999, 2009 and 2019, and incidence rates at five-year intervals between 1999 and 2018 were calculated and all results were adjusted to the European Standard Population. The study population was divided into urban and rural residency using a Norwegian governmental index. Results We registered 579 patients with MS in Telemark between 1999 and 2019. The adjusted prevalence estimates for January 1st 1999, 2009 and 2019 were 105.8/105, 177.1/105 and 260.6/105, respectively. In 2019, the prevalence estimates were 250.4/105 in urban and 316.2 /105 in rural areas. Between 1999 and 2018, the yearly incidence increased from 8.4/105 to 14.4/105. Conclusions The prevalence of MS in Telemark is among the highest ever reported in Norway, consistent with an increasing incidence in the county over the past twenty years. The even higher prevalence in the rural areas is unlikely to be explained by possible risk factors like latitude, exposure to sunlight and diet. Further studies on differences between urban and rural areas are required to reveal possible new risk factors.
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- 2020
15. LesionQuant for assessment of MRI in multiple sclerosis—A promising supplement to the visual scan inspection
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Piotr Sowa, Mona K. Beyer, Hanne F. Harbo, Synne Brune, Einar August Høgestøl, Pål Berg-Hansen, Vanja Cengija, and Gro Owren Nygaard
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medicine.medical_specialty ,Percentile ,Fluid-attenuated inversion recovery ,multiple sclerosis ,lcsh:RC346-429 ,Atrophy ,medicine ,Brain segmentation ,lcsh:Neurology. Diseases of the nervous system ,Original Research ,medicine.diagnostic_test ,business.industry ,longitudinal lesions ,Multiple sclerosis ,Magnetic resonance imaging ,Disease monitoring ,medicine.disease ,automatic lesion detection ,Neurology ,Walk test ,Brain size ,Test performance ,Neurology (clinical) ,Radiology ,business ,brain atrophy ,MRI - Abstract
Background and Goals: Multiple sclerosis (MS) is a central nervous system inflammatory disease where magnetic resonance imaging (MRI) is an important tool for diagnosis and disease monitoring. Quantitative measurements of lesion volume, lesion count, distribution of lesions, and brain atrophy have a potentially significant value for evaluating disease progression. We hypothesize that utilizing software designed for evaluating MRI data in MS will provide more accurate and detailed analyses compared to the visual neuro-radiological evaluation.Methods: A group of 56 MS patients (mean age 35 years, 70% females and 96% relapsing-remitting MS) was examined with brain MRI one and 5 years after diagnosis. The T1 and FLAIR brain MRI sequences for all patients were analyzed using the LesionQuant (LQ) software. These data were compared with data from structured visual evaluations of the MRI scans performed by neuro-radiologists, including assessments of atrophy, and lesion count. The data from LQ were also compared with data from other validated research methods for brain segmentation, including assessments of whole brain volume and lesion volume. Correlations with clinical tests like the timed 25-foot walk test (T25FT) were performed to explore additional value of LQ analyses.Results: Lesion count assessments by LQ and by the neuro-radiologist were significantly correlated one year (cor = 0.92, p = 2.2 × 10−16) and 5 years (cor = 0.84, p = 2.7 × 10−16) after diagnosis. Analyzes of the intra- and interrater variability also correlated significantly (cor = 0.96, p < 0.001, cor = 0.97, p < 0.001). Significant positive correlation was found between lesion volume measured by LQ and by the software Cascade (cor = 0.7, p < 0.001. LQ detected a reduction in whole brain percentile >10 in 10 patients across the time-points, whereas the neuro-radiologist assessment identified six of these. The neuro-radiologist additionally identified five patients with increased atrophy in the follow-up period, all of them displayed decreasing low whole brain percentiles (median 11, range 8–28) in the LQ analysis. Significant positive correlation was identified between lesion volume measured by LQ and test performance on the T25FT both at 1 and 5 years after diagnosis.Conclusion: For the number of MS lesions at both time-points, we demonstrated strong correlations between the assessments done by LQ and the neuro-radiologist. Lesion volume evaluated with LQ correlated with T25FT performance. LQ-analyses classified more patients to have brain atrophy than the visual neuro-radiological evaluation. In conclusion, LQ seems like a promising supplement to the evaluation performed by neuro-radiologists, providing an automated tool for evaluating lesions in MS patients and also detecting early signs of atrophy in both a longitudinal and cross-sectional setting.
- Published
- 2020
16. Retinal oximetry as a biomarker in multiple sclerosis
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Dragana Drobnjak Nes, Einar August Høgestøl, Vito Addorisio, Beáta Éva Petrovski, Sigrid A. de Rodez Benavent, Hanne F. Harbo, Mona K. Beyer, Nina C.B.B. Veiby, Pål Berg-Hansen, Goran Petrovski, Dan A. Rinke, and Elisabeth Gulowsen Celius
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Ophthalmology ,Pathology ,medicine.medical_specialty ,chemistry.chemical_compound ,chemistry ,business.industry ,Multiple sclerosis ,Medicine ,Biomarker (medicine) ,Retinal ,General Medicine ,business ,medicine.disease - Published
- 2019
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17. Gut microbiota composition during a 12-week intervention with delayed-release dimethyl fumarate in multiple sclerosis – a pilot trial
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Thor Ueland, L-E Fallang, A Buness, Johannes R. Hov, K Nyquist, E Burum-Auensen, K. M. Myhr, Kristian Holm, Trygve Holmøy, Christopher Storm-Larsen, L Broch, Elisabeth Farbu, Rune Midgard, and Pål Berg-Hansen
- Subjects
Drug ,media_common.quotation_subject ,Gut flora ,Pharmacology ,multiple sclerosis ,digestive system ,Cellular and Molecular Neuroscience ,chemistry.chemical_compound ,faecalibacterium ,Medicine ,Gastrointestinal microbiome ,media_common ,dimethyl fumarate ,biology ,Dimethyl fumarate ,business.industry ,Multiple sclerosis ,gastrointestinal symptoms ,Pilot trial ,clinical trial ,biology.organism_classification ,medicine.disease ,Clinical trial ,Original Research Paper ,stomatognathic diseases ,chemistry ,Neurology (clinical) ,business - Abstract
Introduction: Patients with multiple sclerosis may have a distinct gut microbiota profile. Delayed-release dimethyl fumarate is an orally administered drug for relapsing-remitting multiple sclerosis, which has been associated with gastrointestinal side-effects in some patients. Objectives: The purpose of this study was to determine if dimethyl fumarate alters the abundance and diversity of commensal gut bacteria, and if these changes are associated with gastrointestinal side-effects. Methods: Thirty-six patients with relapsing-remitting multiple sclerosis received either dimethyl fumarate (n = 27) or an injectable multiple sclerosis disease-modifying therapy (glatiramer acetate or interferons, n = 9) for 12 weeks. Stool samples were collected at baseline, two and 12 weeks. We included 165 healthy individuals as controls. Results: At baseline, 16 microbial genera were altered in multiple sclerosis patients compared with healthy controls. In the dimethyl fumarate-treated patients (n = 21) we observed a trend of reduced Actinobacteria (p = 0.03, QFDR = 0.24) at two weeks, mainly driven by Bifidobacterium (p = 0.06, QFDR = 0.69). At 12 weeks, we observed an increased abundance of Firmicutes (p = 0.02, QFDR = 0.09), mostly driven by Faecalibacterium (p = 0.01, QFDR = 0.48). Conclusions: This pilot study did not detect a major effect of dimethyl fumarate on the gut microbiota composition, but we observed a trend towards normalization of the low abundance of butyrate-producing Faecalibacterium after 12 weeks treatment. The study was underpowered to link microbiota to gastrointestinal symptoms. The author(s) disclosed receipt of the following financialsupport for the research, authorship, and/or publicationofthis article: This work was supported by Biogen. This clinical trial is registered at clinicaltrials.gov (identifier NCT02471560).
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- 2019
18. The diagnostic value of IgG index versus oligoclonal bands in cerebrospinal fluid of patients with multiple sclerosis
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Pål Berg-Hansen, Elisabeth Gulowsen Celius, Stine Marit Moen, Cecilia Smith Simonsen, Trine Lauritzen, and Heidi Øyen Flemmen
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0301 basic medicine ,Pathology ,medicine.medical_specialty ,business.industry ,Multiple sclerosis ,oligoclonal bands ,McDonald criteria ,medicine.disease ,multiple sclerosis ,Original Research Paper ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,030104 developmental biology ,0302 clinical medicine ,Cerebrospinal fluid ,IgG index ,medicine ,Neurology (clinical) ,Igg index ,business ,030217 neurology & neurosurgery ,Biomarkers - Abstract
Background Diagnostic criteria for multiple sclerosis have been developed to guide the diagnostic process. In the latest revision of the McDonald criteria, the presence of oligoclonal bands may replace the need for dissemination in time. The aim of this study is to investigate if the less time-consuming analysis of immunoglobulin G index in cerebrospinal fluid can safely predict the findings of oligoclonal bands. Methods This is a retrospective study of patients with multiple sclerosis at three hospitals in South-East Norway where lumbar puncture is performed routinely. We included patients diagnosed with multiple sclerosis after 2005 with known oligoclonal band status and an immunoglobulin G index score. Results Of 1295 patients diagnosed during or after 2005, 93.8% were oligoclonal band positive at diagnosis. Of 842 multiple sclerosis patients with known immunoglobulin G index and oligoclonal band status, 93.3% were oligoclonal band positive and 76.7% had an elevated immunoglobulin G index. The positive predictive value of a high immunoglobulin G index when oligoclonal bands are positive was 99.4% (95% confidence interval 98.4–99.8%). The negative predictive value of a normal immunoglobulin G index when oligoclonal bands are negative was 26.5% (95% confidence interval 23.5–29.9%). Conclusion An immunoglobulin G index >0.7 has a positive predictive value >99% for oligoclonal bands. An elevated immunoglobulin G index adds diagnostic value versus oligoclonal bands and saves time in the diagnostic process.
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- 2019
19. Maternal education has significant influence on progression in multiple sclerosis
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Line Broch, Pål Berg-Hansen, Hege Kersten, Heidi Øyen Flemmen, Elisabeth Gulowsen Celius, Cathrine Brunborg, Stine Marit Moen, and Cecilia Smith Simonsen
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medicine.medical_specialty ,Multiple Sclerosis ,Adolescent ,Population ,Disease ,Severity of Illness Index ,Cohort Studies ,Disability Evaluation ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,Epidemiology ,medicine ,Humans ,030212 general & internal medicine ,education ,Socioeconomic status ,education.field_of_study ,Expanded Disability Status Scale ,business.industry ,Multiple sclerosis ,General Medicine ,medicine.disease ,Health equity ,Neurology ,Cohort ,Disease Progression ,Educational Status ,Neurology (clinical) ,business ,030217 neurology & neurosurgery - Abstract
Objective The identification of potential risk factors for disease severity is of great importance in the treatment of multiple sclerosis. The influence of socioeconomic status on progression in multiple sclerosis (MS) is sparsely investigated. Our aim was to investigate how socioeconomic status in adolescence influences disease progression in later life. Methods A total of 1598 patients with multiple sclerosis from a well-defined population in Norway were included. Detailed information on disease progression, measured by expanded disability status scale (EDSS) and multiple sclerosis severity score (MSSS), were combined with data on socioeconomic factors. We used residency and parental level of education at patients’ age 16 and exposure to second-hand smoking as a measure of socioeconomic status in adolescence, adjusting for the same variables as well as use of disease modifying treatments at prevalence date 01.01.18. Results High maternal level of education at patients’ age 16 was significantly associated with less pronounced disease progression measured by MSSS (β-coefficient -0.58, p = 0.015), younger age and lower EDSS at disease onset, and shorter time from onset to diagnosis. No significant associations were found for paternal education level and MSSS. The use of any disease modifying treatment before prevalence date was significantly associated with disease progression (β-coefficient -0.49, p=0.004), while residence, current and second-hand smoking were not. Conclusion This study on a population-based, real-world cohort shows that the parental level of education has a significant impact on a timely diagnosis of MS. In addition to disease modifying treatment, maternal level of education also had an impact on disease progression in later life.
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- 2021
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20. High prevalence of fatigue in contemporary patients with multiple sclerosis
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Heidi Ormstad, Cecilia Smith Simonsen, Åshild Skardhamar, Elisabeth Gulowsen Celius, Line Broch, Pål Berg-Hansen, and Heidi Øyen Flemmen
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Pediatrics ,medicine.medical_specialty ,High prevalence ,business.industry ,Multiple sclerosis ,prevalence ,medicine.disease ,Original Research Paper ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,0302 clinical medicine ,New disease ,cohort study ,medicine ,fatigue ,030212 general & internal medicine ,Neurology (clinical) ,business ,030217 neurology & neurosurgery ,Cohort study - Abstract
Objective The prevalence of multiple sclerosis (MS)-related fatigue may have changed due to new diagnostic criteria and new disease modifying drugs. We aimed to assess the prevalence of fatigue in a contemporary MS cohort, and to explore associations between fatigue and clinical and demographic factors. Methods This is a cross-sectional study of the MS population in three Norwegian counties. Fatigue was assessed with the Fatigue Scale for Motor and Cognitive Functions (FSMC). We also assessed self-reported anxiety, depression and daytime sleepiness. Results The response rate was 64% (1599/2512). The mean age of the participants was 52 ± 13 years, median EDSS was 2.5 (IQR 1.5-3.0) and median disease duration from onset was 16 years (IQR 8-25). We found a prevalence of fatigue of 81%. Women had a higher prevalence of fatigue than men (83% vs 78%, p = 0.02). The prevalence increased with age (p Conclusion The prevalence of fatigue is high in contemporary patients with MS. Fatigue is associated with female sex and level of disability, as well as with anxiety, depression and excessive daytime sleepiness.
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- 2021
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21. Quantitative proteomic analyses of CD4+ and CD8+ T cells reveal differentially expressed proteins in multiple sclerosis patients and healthy controls
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Frode S. Berven, Steffan D. Bos, Pål Berg-Hansen, Olav Mjaavatten, Hanne F. Harbo, Tone Berge, Einar August Høgestøl, Anna Eriksson, Ina Skaara Brorson, and Anne Marie Simonne Døskeland
- Subjects
Proteomics ,0301 basic medicine ,T cell ,Clinical Biochemistry ,T cells ,Autoimmunity ,Inflammation ,Biology ,medicine.disease_cause ,Multiple sclerosis ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Cytotoxic T cell ,Molecular Biology ,Mass spectrometry ,CD28 ,Single nucleotide polymorphisms ,General Medicine ,medicine.disease ,Molecular biology ,3. Good health ,030104 developmental biology ,medicine.anatomical_structure ,030220 oncology & carcinogenesis ,Molecular Medicine ,medicine.symptom ,CD8 - Abstract
Background: Multiple sclerosis (MS) is an autoimmune, neuroinflammatory disease, with an unclear etiology. How‑ ever, T cells play a central role in the pathogenesis by crossing the blood–brain‑barrier, leading to inflammation of the central nervous system and demyelination of the protective sheath surrounding the nerve fibers. MS has a complex inheritance pattern, and several studies indicate that gene interactions with environmental factors contribute to disease onset. Methods: In the current study, we evaluated T cell dysregulation at the protein level using electrospray liquid chro‑ matography–tandem mass spectrometry to get novel insights into immune‑cell processes in MS. We have analyzed the proteomic profiles of CD4+ and CD8+ T cells purified from whole blood from 13 newly diagnosed, treatment‑ naive female patients with relapsing–remitting MS and 14 age‑ and sex‑matched healthy controls. Results: An overall higher protein abundance was observed in both CD4+ and CD8+ T cells from MS patients when compared to healthy controls. The differentially expressed proteins were enriched for T‑cell specific activation path‑ ways, especially CTLA4 and CD28 signaling in CD4+ T cells. When selectively analyzing proteins expressed from the genes most proximal to > 200 non‑HLA MS susceptibility polymorphisms, we observed differential expression of eight proteins in T cells between MS patients and healthy controls, and there was a correlation between the genotype at three MS genetic risk loci and protein expressed from proximal genes. Conclusion: Our study provides evidence for proteomic differences in T cells from relapsing–remitting MS patients compared to healthy controls and also identifies dysregulation of proteins encoded from MS susceptibility genes. The study was funded by the South Eastern Norway Regional Health Authority (Grant No. 2017114), the Norwegian Research Council (Grant No. 240102), OsloMet – Oslo Metropolitan University, Biogen, Sanofi Genzyme and the Odd Fellow Society.
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- 2019
22. Hospitalization following influenza infection and pandemic vaccination in multiple sclerosis patients: a nationwide population-based registry study from Norway
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Siri E. Håberg, Per Magnus, Pål Berg-Hansen, Inger Johanne Bakken, Sara Ghaderi, and Lill Trogstad
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Adult ,Male ,medicine.medical_specialty ,Multiple Sclerosis ,Epidemiology ,Population ,030204 cardiovascular system & hematology ,Risk Assessment ,Pandemrix vaccination ,03 medical and health sciences ,0302 clinical medicine ,Influenza A Virus, H1N1 Subtype ,Internal medicine ,Pandemic ,Influenza, Human ,Medicine ,Humans ,030212 general & internal medicine ,Registries ,education ,Pandemics ,Data Management ,education.field_of_study ,business.industry ,Norway ,Multiple sclerosis ,Public health ,Vaccination ,Middle Aged ,medicine.disease ,Neuro-Epidemiology ,Confidence interval ,Influenza ,Hospitalization ,Influenza Vaccines ,Population Surveillance ,Population study ,Female ,business - Abstract
Patients with multiple sclerosis (MS) are at increased risk of infections and related worsening of neurological function. Influenza infection has been associated with increased risk of various neurological complications. We conducted a population-based registry study to investigate the risk of acute hospitalization of MS patients in relation to influenza infection or pandemic vaccination in Norway. The entire Norwegian population in the years 2008–2014 was defined as our study population (N = 5,219,296). Information on MS diagnosis, influenza infection and vaccination were provided by Norwegian national registries. The self-controlled case series method was used to estimate incidence rate ratios (IRRs) with 95% confidence intervals (95% CI) in defined risk periods. 6755 MS patients were identified during the study period. Average age at first registration of an MS diagnosis was 51.8 years among men and 49.9 years among females (66.9%). The IRR for emergency hospitalization among MS patients the first week after an influenza diagnosis was 3.4 (95% CI 2.4–4.8). The IRR was 5.6 (95% CI 2.7–11.3) after pandemic influenza, and 4.8 (95% CI 3.1–7.4) after seasonal influenza. Pandemic vaccination did not influence risk of hospitalization [IRR within the first week: 0.7 (95% CI 0.5–1.0)]. Among MS patients, influenza infection was associated with increased risk for acute hospitalization while no increased risk was observed after pandemic vaccination. Influenza vaccination could prevent worsening of MS-related symptoms as well as risk of hospitalization. acceptedVersion
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- 2019
23. No differential gene expression for CD4
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Ina S, Brorson, Anna, Eriksson, Ingvild S, Leikfoss, Elisabeth G, Celius, Pål, Berg-Hansen, Lisa F, Barcellos, Tone, Berge, Hanne F, Harbo, and Steffan D, Bos
- Subjects
Original Research Paper ,Genetics ,gene expression ,RNA sequencing ,multiple sclerosis ,CD4+ T cells - Abstract
Background Multiple sclerosis-associated genetic variants indicate that the adaptive immune system plays an important role in the risk of developing multiple sclerosis. It is currently not well understood how these multiple sclerosis-associated genetic variants contribute to multiple sclerosis risk. CD4+ T cells are suggested to be involved in multiple sclerosis disease processes. Objective We aim to identify CD4+ T cell differential gene expression between multiple sclerosis patients and healthy controls in order to understand better the role of these cells in multiple sclerosis. Methods We applied RNA sequencing on CD4+ T cells from multiple sclerosis patients and healthy controls. Results We did not identify significantly differentially expressed genes in CD4+ T cells from multiple sclerosis patients. Furthermore, pathway analyses did not identify enrichment for specific pathways in multiple sclerosis. When we investigated genes near multiple sclerosis-associated genetic variants, we did not observe significant enrichment of differentially expressed genes. Conclusion We conclude that CD4+ T cells from multiple sclerosis patients do not show significant differential gene expression. Therefore, gene expression studies of all circulating CD4+ T cells may not result in viable biomarkers. Gene expression studies of more specific subsets of CD4+ T cells remain justified to understand better which CD4+ T cell subsets contribute to multiple sclerosis pathology.
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- 2018
24. Quantitative proteomic analyses of CD4
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Tone, Berge, Anna, Eriksson, Ina Skaara, Brorson, Einar August, Høgestøl, Pål, Berg-Hansen, Anne, Døskeland, Olav, Mjaavatten, Steffan Daniel, Bos, Hanne F, Harbo, and Frode, Berven
- Subjects
Multiple sclerosis ,Proteomics ,Mass spectrometry ,Research ,T cells ,Autoimmunity ,SNPs - Abstract
Background Multiple sclerosis (MS) is an autoimmune, neuroinflammatory disease, with an unclear etiology. However, T cells play a central role in the pathogenesis by crossing the blood–brain-barrier, leading to inflammation of the central nervous system and demyelination of the protective sheath surrounding the nerve fibers. MS has a complex inheritance pattern, and several studies indicate that gene interactions with environmental factors contribute to disease onset. Methods In the current study, we evaluated T cell dysregulation at the protein level using electrospray liquid chromatography–tandem mass spectrometry to get novel insights into immune-cell processes in MS. We have analyzed the proteomic profiles of CD4+ and CD8+ T cells purified from whole blood from 13 newly diagnosed, treatment-naive female patients with relapsing–remitting MS and 14 age- and sex-matched healthy controls. Results An overall higher protein abundance was observed in both CD4+ and CD8+ T cells from MS patients when compared to healthy controls. The differentially expressed proteins were enriched for T-cell specific activation pathways, especially CTLA4 and CD28 signaling in CD4+ T cells. When selectively analyzing proteins expressed from the genes most proximal to > 200 non-HLA MS susceptibility polymorphisms, we observed differential expression of eight proteins in T cells between MS patients and healthy controls, and there was a correlation between the genotype at three MS genetic risk loci and protein expressed from proximal genes. Conclusion Our study provides evidence for proteomic differences in T cells from relapsing–remitting MS patients compared to healthy controls and also identifies dysregulation of proteins encoded from MS susceptibility genes. Electronic supplementary material The online version of this article (10.1186/s12014-019-9241-5) contains supplementary material, which is available to authorized users.
- Published
- 2018
25. Comments on the review article ‘Time trends in the incidence and prevalence of multiple sclerosis in Norway during eight decades’
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Hanne F. Harbo, Stine Marit Moen, Pål Berg-Hansen, and Elisabeth Gulowsen Celius
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Male ,Gerontology ,Multiple Sclerosis ,business.industry ,Time trends ,Multiple sclerosis ,Incidence (epidemiology) ,General Medicine ,medicine.disease ,Review article ,Neurology ,Humans ,Medicine ,Female ,Neurology (clinical) ,business - Published
- 2015
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26. Socio-economic factors and immigrant population studies of multiple sclerosis
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Pål Berg-Hansen and Elisabeth Gulowsen Celius
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Gerontology ,medicine.medical_specialty ,Multiple Sclerosis ,Ethnic group ,Emigrants and Immigrants ,Disease pathogenesis ,Disease susceptibility ,Disease severity ,Environmental risk ,Risk Factors ,Epidemiology ,Ethnicity ,Prevalence ,medicine ,Humans ,Immigrant population ,business.industry ,Incidence ,Multiple sclerosis ,General Medicine ,medicine.disease ,Socioeconomic Factors ,Neurology ,Disease Susceptibility ,Neurology (clinical) ,business ,Demography - Abstract
The uneven geographical distribution of multiple sclerosis (MS) and the differences in disease severity observed between different ethnic groups indicate a complex interplay between genetic and environmental risk factors involved in the disease pathogenesis. Changes in MS risk after migration suggest influence of environmental factors on disease susceptibility. Whether the risk of MS is affected by socio-economic status (SES) is still controversial. In the present review, the combined knowledge from studies of migration and SES in MS is discussed.
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- 2015
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27. En mann i 50-årene med svimmelhet, dobbeltsyn og gangvansker
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Hanne F. Harbo, Erik Aksel Spendrup Erichsen, Kristian Bernhard Nilsen, Simranjit Kaur Bajwa, and Pål Berg-Hansen
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Diplopia ,medicine.medical_specialty ,business.industry ,medicine ,Gait disorders ,General Medicine ,Radiology ,medicine.symptom ,medicine.disease ,business ,Lambert-Eaton myasthenic syndrome ,Positron Emission Tomography-Computed Tomography - Published
- 2018
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28. Genetic variants are major determinants of CSF antibody levels in multiple sclerosis
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Benjamin Knier, Marte Wendel Gustavsen, Mark Slee, Stephen Sawcer, Finn Sellebjerg, Allan G. Kermode, Xavier Montalban, Vincent Van Pesch, Ine Pauwels, Bruce V. Taylor, Maurizio Leone, Kelly Hilven, Jennifer Pérez-Boza, Lars Alfredsson, Jeannette Lechner-Scott, Bernhard Hemmer, Simon Broadley, Bettina Kullle Andreassen, Viola Biberacher, Jan Hillert, Helle Bach Søndergaard, Annette Bang Oturai, Achim Berthele, Kjell-Morten Myhr, Jan Harald Aarseth, Pierre-Antoine F. D. Gourraud, Tomas Olsson, Poul Erik Jensen, Dorothea Buck, Bénédicte Dubois, Nadia Barizzone, Pål Berg-Hansen, Christian Sindic, Filippo Martinelli Boneschi, Hanne F. Harbo, Sahl Khalid Bedri, Elisabeth Gulowsen Celius, Sunny Malhotra, An Goris, Sandra D'Alfonso, Steffan D. Bos, Ingrid Kockum, Brechtje van Son, Melissa Sorosina, Manuel Comabella, and Giuseppe Liberatore
- Subjects
Adult ,Male ,Multiple Sclerosis ,Oligoclonal band ,Adolescent ,Major histocompatibility complex ,Polymorphism, Single Nucleotide ,Severity of Illness Index ,Immunoglobulin G ,Major Histocompatibility Complex ,Young Adult ,Genetic variation ,medicine ,Humans ,Child ,Genetic Association Studies ,Aged ,Smad4 Protein ,Genetics ,biology ,Tumor Suppressor Proteins ,Multiple sclerosis ,Oligoclonal Bands ,Haplotype ,Genetic Variation ,Original Articles ,Middle Aged ,medicine.disease ,ddc ,Europe ,Child, Preschool ,Immunology ,biology.protein ,Immunoglobulin heavy chain ,Female ,Neurology (clinical) ,Antibody - Abstract
Immunological hallmarks of multiple sclerosis include the production of antibodies in the central nervous system, expressed as presence of oligoclonal bands and/or an increased immunoglobulin G index-the level of immunoglobulin G in the cerebrospinal fluid compared to serum. However, the underlying differences between oligoclonal band-positive and -negative patients with multiple sclerosis and reasons for variability in immunoglobulin G index are not known. To identify genetic factors influencing the variation in the antibody levels in the cerebrospinal fluid in multiple sclerosis, we have performed a genome-wide association screen in patients collected from nine countries for two traits, presence or absence of oligoclonal bands (n = 3026) and immunoglobulin G index levels (n = 938), followed by a replication in 3891 additional patients. We replicate previously suggested association signals for oligoclonal band status in the major histocompatibility complex region for the rs9271640*A-rs6457617*G haplotype, correlated with HLA-DRB1*1501, and rs34083746*G, correlated with HLA-DQA1*0301 (P comparing two haplotypes = 8.88 × 10(-16)). Furthermore, we identify a novel association signal of rs9807334, near the ELAC1/SMAD4 genes, for oligoclonal band status (P = 8.45 × 10(-7)). The previously reported association of the immunoglobulin heavy chain locus with immunoglobulin G index reaches strong evidence for association in this data set (P = 3.79 × 10(-37)). We identify two novel associations in the major histocompatibility complex region with immunoglobulin G index: the rs9271640*A-rs6457617*G haplotype (P = 1.59 × 10(-22)), shared with oligoclonal band status, and an additional independent effect of rs6457617*G (P = 3.68 × 10(-6)). Variants identified in this study account for up to 2-fold differences in the odds of being oligoclonal band positive and 7.75% of the variation in immunoglobulin G index. Both traits are associated with clinical features of disease such as female gender, age at onset and severity. This is the largest study population so far investigated for the genetic influence on antibody levels in the cerebrospinal fluid in multiple sclerosis, including 6950 patients. We confirm that genetic factors underlie these antibody levels and identify both the major histocompatibility complex and immunoglobulin heavy chain region as major determinants. ispartof: Brain vol:138 issue:Pt 3 pages:632-643 ispartof: location:England status: published
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- 2015
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29. Oligoclonal band phenotypes in MS differ in their HLA class II association, while specific KIR ligands at HLA class I show association to MS in general
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Lars Alfredsson, Finn Sellebjerg, Marte K. Viken, Marte Wendel Gustavsen, Inger-Lise Mero, Ingrid Kockum, Hanne F. Harbo, Kjell-Morten Myhr, Elisabeth Gulowsen Celius, Jan Harald Aarseth, Tone Berge, Benedicte A. Lie, Tomas Olsson, Annette Bang Oturai, Jan Hillert, Helle Bach Søndergaard, and Pål Berg-Hansen
- Subjects
Adult ,Male ,Hla class ii ,Oligoclonal band ,Immunology ,chemical and pharmacologic phenomena ,Human leukocyte antigen ,Biology ,Ligands ,Pathogenesis ,Multiple Sclerosis, Relapsing-Remitting ,otorhinolaryngologic diseases ,medicine ,Humans ,Immunology and Allergy ,Registries ,Allele ,Receptor ,Genetics ,Multiple sclerosis ,Histocompatibility Antigens Class I ,Oligoclonal Bands ,Histocompatibility Antigens Class II ,hemic and immune systems ,medicine.disease ,Phenotype ,Killer Cells, Natural ,Haplotypes ,Neurology ,Receptors, KIR2DL3 ,Receptors, KIR2DL2 ,Receptors, KIR2DL1 ,Female ,Neurology (clinical) ,HLA-DRB1 Chains - Abstract
Multiple sclerosis (MS) patients have been reported to have different HLA class II allele profiles depending on oligoclonal bands (OCBs) in the cerebrospinal fluid, but HLA class I alleles and killer cell immunoglobulin-like receptor (KIR) ligands have not been studied. We investigated the association of HLA alleles and KIR ligands according to OCB status in MS patients (n=3876). Specific KIR ligands were associated with patients when compared to controls (n=3148), supporting a role for NK cells in MS pathogenesis. HLA class I alleles and KIR ligands did not differ between OCB phenotypes, but HLA class II associations were convincingly replicated.
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- 2014
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30. Oligoclonal bands and age at onset correlate with genetic risk score in multiple sclerosis
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Steffan D. Bos, Hanne F. Harbo, Noriko Isobe, Inger Lise Mero, Stephen L. Hauser, Jorge R. Oksenberg, Marte Wendel Gustavsen, Pål Berg-Hansen, Pierre-Antoine Gourraud, Stacy J. Caillier, and Elisabeth Gulowsen Celius
- Subjects
Adult ,Male ,Multiple Sclerosis ,Genotype ,Single-nucleotide polymorphism ,Human leukocyte antigen ,Biology ,Polymorphism, Single Nucleotide ,Article ,Risk Factors ,Genetic variation ,medicine ,Humans ,Genetic Testing ,Age of Onset ,Genetic testing ,Genetic association ,medicine.diagnostic_test ,Multiple sclerosis ,Oligoclonal Bands ,Genetic Variation ,Middle Aged ,medicine.disease ,Neurology ,Immunoglobulin G ,Immunology ,Female ,Neurology (clinical) ,Age of onset ,Biomarkers - Abstract
Background: Many genetic risk variants are now well established in multiple sclerosis (MS), but the impact on clinical phenotypes is unclear. Objective: To investigate the impact of established MS genetic risk variants on MS phenotypes, in well-characterized MS cohorts. Methods: Norwegian MS patients ( n = 639) and healthy controls ( n = 530) were successfully genotyped for 61 established MS-associated single nucleotide polymorphisms (SNPs). Data including and excluding Major Histocompatibility Complex (MHC) markers were summed to a MS Genetic Burden (MSGB) score. Study replication was performed in a cohort of white American MS patients ( n = 1997) and controls ( n = 708). Results: The total human leukocyte antigen (HLA) and the non-HLA MSGB scores were significantly higher in MS patients than in controls, in both cohorts ( P << 10−22). MS patients, with and without cerebrospinal fluid (CSF) oligoclonal bands (OCBs), had a higher MSGB score than the controls; the OCB-positive patients had a slightly higher MSGB than the OCB-negative patients. An early age at symptom onset (AAO) also correlated with a higher MSGB score, in both cohorts. Conclusion: The MSGB score was associated with specific clinical MS characteristics, such as OCBs and AAO. This study underlines the need for well-characterized, large cohorts of MS patients, and the usefulness of summarizing multiple genetic risk factors of modest effect size in genotype-phenotype analyses.
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- 2013
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31. Increased disease severity in non-Western immigrants with multiple sclerosis in Oslo, Norway
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Leiv Sandvik, Hanne F. Harbo, C. Smestad, Pål Berg-Hansen, and Elisabeth Gulowsen Celius
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Adult ,Male ,medicine.medical_specialty ,Non western immigrants ,Pediatrics ,Multiple Sclerosis ,Adolescent ,Ethnic group ,Emigrants and Immigrants ,Norwegian ,Disease course ,Young Adult ,Disease severity ,Internal medicine ,Epidemiology ,Humans ,Medicine ,Age of Onset ,Child ,Norway ,business.industry ,Multiple sclerosis ,Oligoclonal Bands ,Middle Aged ,medicine.disease ,language.human_language ,Increased risk ,Neurology ,language ,Female ,Neurology (clinical) ,business - Abstract
Background and purpose Non-Western immigrants to Norway acquire an increased risk of multiple sclerosis (MS) after migration. Ethnicity and the presence of oligoclonal bands (OCBs) in the cerebrospinal fluid (CSF) might influence the disease course. The aim of this study was to investigate differences in disease severity and in the presence of OCBs in ethnic Norwegian and immigrant MS patients. Methods Clinical data and CSF findings from 47 non-Western immigrants with MS were compared with those from 447 Norwegian and 48 immigrant patients from Western countries. Results The non-Western immigrants had a higher mean Multiple Sclerosis Severity Score (MSSS) than the Norwegian patients (5.68 vs. 4.13, P = 0.001). Age at onset was 4 years lower amongst the non-Western immigrants (P = 0.001). After adjusting for year of birth, age at onset, gender and disease course, the mean difference in MSSS between the groups was 2.17 (P
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- 2013
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32. Migraine and frequent tension-type headache are not associated with multiple sclerosis in a Norwegian case-control study
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Stine Marit Moen, Hanne F. Harbo, Elisabeth Gulowsen Celius, Benedicte A. Lie, Marte Wendel Gustavsen, John-Anker Zwart, Gro Owren Nygaard, Bendik S. Winsvold, and Pål Berg-Hansen
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0301 basic medicine ,medicine.medical_specialty ,case-control study ,Short Report ,Norwegian ,Disease course ,Multiple sclerosis ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,0302 clinical medicine ,Internal medicine ,medicine ,In patient ,migraine ,Expanded Disability Status Scale ,business.industry ,Case-control study ,medicine.disease ,Comorbidity ,tension-type headache ,language.human_language ,030104 developmental biology ,Migraine ,Physical therapy ,language ,Neurology (clinical) ,business ,030217 neurology & neurosurgery - Abstract
Background Inconsistent results have been obtained with regard to headache comorbidity in multiple sclerosis (MS). Objective Investigate the one-year prevalence of migraine and tension-type headache (TTH) in Norwegian MS patients and relate this to clinical parameters. Methods A questionnaire concerning headache was administered to 756 MS patients and 1090 controls and used to determine the one-year prevalence of migraine and frequent TTH. Results No significant differences were seen between patients and controls or between patients with different disease course. Less migraine was observed in patients with Expanded Disability Status Scale score (EDSS) ≥4.0. Conclusions This case-control study does not support an association between migraine or TTH and MS.
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- 2016
33. No association between multiple sclerosis and periodontitis after adjusting for smoking habits
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Hanne F. Harbo, Elisabeth Gulowsen Celius, Anja Bjølgerud, Leiv Sandvik, Pål Berg-Hansen, Marte Wendel Gustavsen, Benedicte A. Lie, Gro Owren Nygaard, and Stine Marit Moen
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Adult ,Male ,medicine.medical_specialty ,Multiple Sclerosis ,Mononucleosis ,Dentistry ,Comorbidity ,Norwegian ,Logistic regression ,Internal medicine ,Epidemiology ,medicine ,Humans ,Periodontitis ,Norway ,business.industry ,Multiple sclerosis ,Smoking ,Case-control study ,Middle Aged ,medicine.disease ,language.human_language ,Neurology ,Case-Control Studies ,Cohort ,language ,Female ,Neurology (clinical) ,business - Abstract
Background and purpose Periodontitis has been reported to be associated with several systemic disorders, and recently a possible relationship with multiple sclerosis (MS) was suggested. The aim of the present study was to investigate the association between periodontitis and MS in a Norwegian cohort. Methods A case−control study in 756 MS patients and 1090 controls was conducted, and logistic regression analysis, adjusting for age, gender, place of residence, mononucleosis and smoking, was performed to investigate the association between MS and periodontitis. Results In the unadjusted analysis a higher prevalence of periodontitis was seen in MS patients, but this difference was not statistically significant after adjusting for the covariates. Conclusions The previously suggested association between MS and periodontitis is not supported in this study. Our results underline the importance of adjusting for relevant covariates in epidemiological research.
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- 2014
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- View/download PDF
34. Influenza infection and Pandemrix ® vaccination and risk of relapse among multiple sclerosis patients: a nationwide population-based registry study in Norway
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Lill Iren Trogstad, Sara Ghaderi, S. Eldevik Håberg, Pål Berg-Hansen, Inger Johanne Bakken, and Per Magnus
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medicine.medical_specialty ,education.field_of_study ,Epidemiology ,business.industry ,Multiple sclerosis ,Population ,Public Health, Environmental and Occupational Health ,Norwegian ,medicine.disease ,Confidence interval ,language.human_language ,Vaccination ,Internal medicine ,Pandemic ,medicine ,language ,Pandemrix ,Population study ,education ,business - Abstract
Introduction Influenza infection has been associated with various neurological complications. The cause of Multiple Sclerosis (MS) is not fully understood, but is thought to be immune-mediated. In MS patients, influenza infection may trigger the immune-response and possibly cause a relapse. The role of influenza infection is understudied, and safety of vaccination among MS patients is debated. We conducted a population-based study to determine the risk of a relapse among MS patients after an influenza infection and after pandemic vaccination. Methods The entire Norwegian population during 2008–2014 was defined as our study population (n = 5219,904). Data on exposures and outcomes from the Norwegian Patient Registry (NPR), the Norwegian Directorate of Health, the Norwegian Surveillance System for Communicable Diseases, the Norwegian Immunisation Registry and the Norwegian Prescription Database (NorPD) were linked using the unique 11-digit personal identification number. MS patients were defined, as either having at least one registry of MS in NPR and at least one MS medication dispensed or in cases with lack of information on medication from NorPD, at least two registries of MS from NPR was required. Relapse was defined as new contact with the health services and a new registration of International Classification of Diseases, Version 10 (ICD-10) code G35. Risk of relapse among MS patients was studied after an influenza infection (seasonal and pandemic influenza combined), pandemic influenza infection (influenza A [H1N1]), and vaccination with Pandemrix®. Incidence rate ratios (IRRs) with 95% confidence interval (95% CI) in pre-defined risk periods compared with the background period were estimated in self-controlled case series. Results The IRR for relapse among MS patients within one week after an influenza infection (seasonal and pandemic influenza combined) was 8.14 (95% CI: 6.33–10.44). Considering pandemic influenza infection alone, similarly, risk of relapse among MS patients increased significantly within one week after an infection (IRR: 5.69 [95% CI: 3.02–10.71]). The IRR for other risk periods was not significant. Relapse among MS patients was not associated with the Pandemrix® vaccination for any risk periods. Conclusions A significantly increased risk for relapse among MS patients was observed within the first week after an influenza infection (seasonal and pandemic influenza combined). The results indicated a similar trend also after pandemic influenza infection. Pandemrix® vaccination was not associated with increased risk of relapse.
- Published
- 2018
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35. High prevalence and no latitude gradient of multiple sclerosis in Norway
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Stine Marit Moen, Elisabeth Gulowsen Celius, Hanne F. Harbo, and Pål Berg-Hansen
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medicine.medical_specialty ,Multiple Sclerosis ,High prevalence ,Norway ,business.industry ,Multiple sclerosis ,medicine.disease ,Latitude ,Neurology ,Environmental protection ,Environmental health ,Epidemiology ,Prevalence ,medicine ,Humans ,Registries ,Neurology (clinical) ,business - Abstract
The prevalence of multiple sclerosis (MS) is increasing, and the presence of a latitude gradient for MS risk is still discussed. We present the first nationwide prevalence estimates for Norway, spanning the latitudes from 58–71 degrees North, in order to identify a possible latitude gradient. Information from the Oslo MS Registry and the Norwegian MS Registry and Biobank was combined with data from the Norwegian Patient Registry, the Norwegian Prescription Database and Statistics Norway. We estimated a crude prevalence of 203/100,000 on 1 January 2012. The prevalence in the Northern and Southern regions were not significantly different. MS prevalence in Norway is among the highest reported worldwide. We found no evidence of a latitude gradient.
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- 2014
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36. Environmental exposures and the risk of multiple sclerosis investigated in a Norwegian case-control study
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Marte Wendel, Gustavsen, Christian Magnus, Page, Stine Marit, Moen, Anja, Bjølgerud, Pål, Berg-Hansen, Gro Owren, Nygaard, Leiv, Sandvik, Benedicte Alexandra, Lie, Elisabeth Gulowsen, Celius, and Hanne F, Harbo
- Subjects
Adult ,Male ,Multiple Sclerosis ,Mononucleosis ,Norway ,Smoking ,HLA-DRB1*15:01 ,Environmental Exposure ,Pets ,Hygiene hypothesis ,Middle Aged ,Tobacco use ,Young Adult ,Dogs ,Risk Factors ,Case-Control Studies ,Surveys and Questionnaires ,Cats ,Odds Ratio ,Animals ,Humans ,Female ,Environmental risk factors ,Infectious Mononucleosis ,Research Article - Abstract
Background Several environmental exposures, including infection with Epstein-Barr virus, low levels of vitamin D and smoking are established risk factors for multiple sclerosis (MS). Also, high hygienic standard and infection with parasites have been proposed to influence MS risk. The aim of this study was to investigate the influence of various environmental exposures on MS risk in a Norwegian cohort, focusing on factors during childhood related to the hygiene hypothesis. Methods A questionnaire concerning environmental exposures, lifestyle, demographics and comorbidity was administrated to 756 Norwegian MS patients and 1090 healthy controls. Logistic regression was used to calculate odds ratio (OR) with 95% confidence interval (CI) for the risk of MS associated with the variables infectious mononucleosis, severe infection during childhood, vaccination and animals in the household during childhood. Age, gender, HLA-DRB1*15:01, smoking and infectious mononucleosis were included as covariates. General environmental exposures, including tobacco use, were also evaluated. Results Infectious mononucleosis was confirmed to be significantly associated with increased MS risk, also after adjusting for the covariates (OR = 1.79, 95% CI: 1.12-2.87, p = 0.016). The controls more often reported growing up with a cat and/or a dog in the household, and this was significant for ownership of cat also after adjusting for the covariates (OR = 0.56, 95% CI: 0.40-0.78, p = 0.001). More patients than controls reported smoking and fewer patients reported snuff use. Conclusions In this Norwegian MS case–control study of environmental exposures, we replicate that infectious mononucleosis and smoking are associated with increased MS risk. Our data also indicate a protective effect on MS of exposure to cats during childhood, in accordance with the hypothesis that risk of autoimmune diseases like MS may increase with high hygienic standard.
- Published
- 2014
37. [A man with debilitating orthostatic hypotension]
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Kristian Bernhard, Nilsen, Pål, Berg-Hansen, Eivind, Berge, Mette Ajer, Petterson, and Knut, Gjesdal
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Male ,Valsalva Maneuver ,Dopamine Agents ,Posture ,Blood Pressure ,Middle Aged ,Multiple System Atrophy ,Diagnosis, Differential ,Hypotension, Orthostatic ,Parkinsonian Disorders ,Tilt-Table Test ,Hypertension ,Humans ,Antihypertensive Agents ,Aged ,Monitoring, Physiologic - Published
- 2012
38. G127R: A novel SOD1 mutation associated with rapidly evolving ALS and severe pain syndrome
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Trygve Holmøy, Pål Berg-Hansen, Peter M. Andersen, Charlotte von der Lippe, and John A Wilson
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Male ,medicine.medical_specialty ,Arginine ,SOD1 ,DNA Mutational Analysis ,Molecular Sequence Data ,Pain ,medicine.disease_cause ,Lower motor neuron ,Gastroenterology ,Fatal Outcome ,Superoxide Dismutase-1 ,Internal medicine ,medicine ,Humans ,Point Mutation ,Amyotrophic lateral sclerosis ,Paresis ,Genetics ,Mutation ,Base Sequence ,business.industry ,Superoxide Dismutase ,Point mutation ,Amyotrophic Lateral Sclerosis ,General Medicine ,Syndrome ,Middle Aged ,medicine.disease ,medicine.anatomical_structure ,Neurology ,Respiratory failure ,Disease Progression ,Neurology (clinical) ,medicine.symptom ,business - Abstract
We describe a patient with apparently sporadic amyotrophic lateral sclerosis (SALS) with a novel g > c point mutation at position 382 in the SOD1 gene, leading to a substitution of glycine for arginine in amino acid position 127 (G127R). The disease presented with flaccid leg paresis, and progressed rapidly with generalized paresis resulting in respiratory failure after seven months. In addition to a predominating lower motor neuron syndrome, the phenotype was characterized by a severe lower back and leg pain syndrome which was treated successfully with spinal anaesthesia.
- Published
- 2010
39. Calprotectin levels in the cerebrospinal fluid reflect disease activity in multiple sclerosis
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Bodvar Vandvik, Trygve Holmøy, Magne K. Fagerhol, and Pål Berg-Hansen
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Adult ,Central Nervous System ,Male ,Pathology ,medicine.medical_specialty ,Multiple Sclerosis ,Time Factors ,Immunology ,Sensitivity and Specificity ,Monocytes ,Disease activity ,Diagnosis, Differential ,fluids and secretions ,Cerebrospinal fluid ,Predictive Value of Tests ,Immunology and Allergy ,Medicine ,Humans ,Neuroinflammation ,Cerebrospinal Fluid ,Microglia ,business.industry ,Multiple sclerosis ,Middle Aged ,medicine.disease ,medicine.anatomical_structure ,Neurology ,Encephalitis ,Female ,Neurology (clinical) ,Calprotectin ,business ,Leukocyte L1 Antigen Complex ,Biomarkers - Abstract
Calprotectin is produced by activated monocytes and microglia, and cerebrospinal fluid (CSF) levels could be a marker of neuroinflammation. Calprotectin was detectable in CSF from 13.8% of normal controls, compared to 90.5% of patients with neurological infections (p0.001). In CSF from patients with multiple sclerosis (MS) and clinically isolated demyelinating syndrome, calprotectin was detected in 64.7% within 2 weeks after symptom debut compared to 30.8% between 2 and 4 weeks and 17.0% thereafter (p0.001). We conclude that CSF calprotectin reflects the disease activity in MS but does not discriminate between MS and other inflammatory or infectious conditions.
- Published
- 2009
40. Multippel sklerose hos innvandrere i Norge
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Pål Berg-Hansen
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Gynecology ,medicine.medical_specialty ,business.industry ,medicine ,MEDLINE ,General Medicine ,business - Published
- 2016
- Full Text
- View/download PDF
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