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  • 1.
    Birnefeld, Johan
    et al.
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Hansson, William
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Larsson, Jenny
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Björnfot, Cecilia
    Qvarlander, Sara
    Umeå University, Faculty of Medicine, Department of Radiation Sciences, Radiation Physics.
    Wåhlin, Anders
    Umeå University, Faculty of Medicine, Umeå Centre for Functional Brain Imaging (UFBI). Umeå University, Faculty of Science and Technology, Centre for Biomedical Engineering and Physics (CMTF). Umeå University, Faculty of Science and Technology, Department of Applied Physics and Electronics.
    Eklund, Anders
    Umeå University, Faculty of Medicine, Department of Clinical Microbiology, Biomedical Laboratory Science. Umeå University, Faculty of Medicine, Umeå Centre for Functional Brain Imaging (UFBI). Umeå University, Faculty of Science and Technology, Centre for Biomedical Engineering and Physics (CMTF). Umeå University, Faculty of Medicine, Department of Radiation Sciences, Radiation Physics.
    Malm, Jan
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Associations of cerebral arterial pulsatility, clinical symptoms and imaging features of cerebral small vessel diseaseManuscript (preprint) (Other academic)
  • 2.
    Björnfot, Cecilia
    et al.
    Umeå University, Faculty of Medicine, Department of Radiation Sciences, Radiation Physics. Umeå University, Faculty of Medicine, Department of Diagnostics and Intervention.
    Eklund, Anders
    Umeå University, Faculty of Medicine, Umeå Centre for Functional Brain Imaging (UFBI). Umeå University, Faculty of Medicine, Department of Radiation Sciences, Radiation Physics. Umeå University, Faculty of Medicine, Department of Diagnostics and Intervention.
    Larsson, Jenny
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Hansson, William
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Birnefeld, Johan
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Garpebring, Anders
    Umeå University, Faculty of Medicine, Department of Diagnostics and Intervention.
    Qvarlander, Sara
    Umeå University, Faculty of Medicine, Department of Radiation Sciences, Radiation Physics. Umeå University, Faculty of Medicine, Department of Diagnostics and Intervention.
    Koskinen, Lars-Owe D.
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Malm, Jan
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Wåhlin, Anders
    Umeå University, Faculty of Medicine, Umeå Centre for Functional Brain Imaging (UFBI). Umeå University, Faculty of Science and Technology, Department of Applied Physics and Electronics. Umeå University, Faculty of Medicine, Department of Radiation Sciences, Radiation Physics. Umeå University, Faculty of Medicine, Department of Diagnostics and Intervention.
    Cerebral arterial stiffness is linked to white matter hyperintensities and perivascular spaces in older adults: a 4D flow MRI study2024In: Journal of Cerebral Blood Flow and Metabolism, ISSN 0271-678X, E-ISSN 1559-7016, Vol. 44, no 8, p. 1343-1351Article in journal (Refereed)
    Abstract [en]

    White matter hyperintensities (WMH), perivascular spaces (PVS) and lacunes are common MRI features of small vessel disease (SVD). However, no shared underlying pathological mechanism has been identified. We investigated whether SVD burden, in terms of WMH, PVS and lacune status, was related to changes in the cerebral arterial wall by applying global cerebral pulse wave velocity (gcPWV) measurements, a newly described marker of cerebral vascular stiffness. In a population-based cohort of 190 individuals, 66–85 years old, SVD features were estimated from T1-weighted and FLAIR images while gcPWV was estimated from 4D flow MRI data. Additionally, the gcPWV’s stability to variations in field-of-view was analyzed. The gcPWV was 10.82 (3.94) m/s and displayed a significant correlation to WMH and white matter PVS volume (r = 0.29, p < 0.001; r = 0.21, p = 0.004 respectively from nonparametric tests) that persisted after adjusting for age, blood pressure variables, body mass index, ApoB/A1 ratio, smoking as well as cerebral pulsatility index, a previously suggested early marker of SVD. The gcPWV displayed satisfactory stability to field-of-view variations. Our results suggest that SVD is accompanied by changes in the cerebral arterial wall that can be captured by considering the velocity of the pulse wave transmission through the cerebral arterial network.

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  • 3.
    Hansson, William
    et al.
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Johansson, Elias
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Birgander, Richard
    Umeå University, Faculty of Medicine, Department of Radiation Sciences, Radiation Physics.
    Eklund, Anders
    Umeå University, Faculty of Medicine, Department of Radiation Sciences, Radiation Physics.
    Malm, Jan
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Cerebral Microbleeds-Long-Term Outcome After Cerebrospinal Fluid Shunting in Idiopathic Normal Pressure Hydrocephalus2023In: Neurosurgery, ISSN 0148-396X, E-ISSN 1524-4040, Vol. 93, no 2, p. 300-308Article in journal (Refereed)
    Abstract [en]

    BACKGROUND: Cerebral microbleeds (CMBs) are common in idiopathic normal pressure hydrocephalus (INPH) and have been suggested as radiological markers of a brain prone to bleeding. The presence of CMBs might be relevant when selecting patients for shunt surgery.

    OBJECTIVE: To evaluate whether CMBs increases long-term risk of hemorrhagic complications and mortality or affects outcomes after cerebrospinal fluid shunt surgery in a cohort of patients with INPH.

    METHODS: One hundred and forty nine shunted patients with INPH (mean age, 73 years) were investigated with MRI (T2* or susceptibility-weighted imaging sequences) preoperatively. CMBs were scored with the Microbleed Anatomic Rating Scale. Patients were observed for a mean of 6.5 years (range 2 weeks to 13 years) after surgery. Hemorrhagic events and death were noted. Improvement in gait was evaluated 3 to 6 months after surgery.

    RESULTS: At baseline, 74 patients (50%) had CMBs. During follow-up, 7 patients (5%) suffered a hemorrhagic stroke and 43 (29%) suffered a subdural hematoma/hygroma with a median time from surgery of 30.2 months (IQR 50). Overall, having CMBs was not associated with suffering a subdural hematoma/hygroma or hemorrhagic stroke during follow-up with 1 exception that an extensive degree of CMBs (≥50 CMB) was more common in patients suffering a hemorrhagic stroke ( P = .03). CMBs were associated with increased mortality ( P = .02, Kaplan-Meier, log-rank test). The presence of CMBs did not affect gait outcome ( P = .28).

    CONCLUSION: CMBs were associated with hemorrhagic stroke and mortality. CMBs do not seem to reduce the possibility of gait improvement after shunt surgery or contribute to the risk of hemorrhagic complications regarding subdural hematoma or hygroma.

  • 4.
    Larsson, Jenny
    et al.
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Hansson, William
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Israelsson Larsen, Hanna
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Koskinen, Lars-Owe D.
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Eklund, Anders
    Umeå University, Faculty of Medicine, Department of Radiation Sciences. Umeå University, Faculty of Medicine, Department of Clinical Microbiology, Biomedical Laboratory Science. Umeå University, Faculty of Medicine, Umeå Centre for Functional Brain Imaging (UFBI). Umeå University, Faculty of Science and Technology, Centre for Biomedical Engineering and Physics (CMTF).
    Malm, Jan
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Higher-level gait disorders - quality of life, balance confidence, and depression: The VESPR cohort, a population-based study on gait disordersManuscript (preprint) (Other academic)
  • 5.
    Larsson, Jenny
    et al.
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Hansson, William
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Sanna, Eklund
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Qvarlander, Sara
    Umeå University, Faculty of Medicine, Department of Radiation Sciences, Radiation Physics.
    Wåhlin, Anders
    Umeå University, Faculty of Medicine, Department of Radiation Sciences. Umeå University, Faculty of Medicine, Umeå Centre for Functional Brain Imaging (UFBI). Umeå University, Faculty of Science and Technology, Centre for Biomedical Engineering and Physics (CMTF).
    Traberg Kristensen, Bo
    Department of Neurology, Aalborg University Hospital, Denmark.
    Koskinen, Lars-Owe D.
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Eklund, Anders
    Umeå University, Faculty of Medicine, Department of Radiation Sciences. Umeå University, Faculty of Medicine, Department of Clinical Microbiology, Biomedical Laboratory Science. Umeå University, Faculty of Medicine, Umeå Centre for Functional Brain Imaging (UFBI). Umeå University, Faculty of Science and Technology, Centre for Biomedical Engineering and Physics (CMTF).
    Malm, Jan
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Higher-level gait disorder and its association with ventriculomegaly: A population-based case-control studyManuscript (preprint) (Other academic)
  • 6.
    Mogensen, Klara
    et al.
    Umeå University, Faculty of Medicine, Department of Radiation Sciences, Radiation Physics.
    Guarrasi, Valerio
    Unit of Computer Systems and Bioinformatics, Department of Engineering, University Campus Bio-Medico of Rome, Italy.
    Larsson, Jenny
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Hansson, William
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Wåhlin, Anders
    Umeå University, Faculty of Medicine, Umeå Centre for Functional Brain Imaging (UFBI). Umeå University, Faculty of Science and Technology, Department of Applied Physics and Electronics. Umeå University, Faculty of Medicine, Department of Radiation Sciences, Radiation Physics.
    Koskinen, Lars-Owe D.
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Malm, Jan
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Eklund, Anders
    Umeå University, Faculty of Medicine, Umeå Centre for Functional Brain Imaging (UFBI). Umeå University, Faculty of Medicine, Department of Radiation Sciences, Radiation Physics.
    Soda, Paolo
    Umeå University, Faculty of Medicine, Department of Radiation Sciences, Radiation Physics. Unit of Computer Systems and Bioinformatics, Department of Engineering, University Campus Bio-Medico of Rome, Italy.
    Qvarlander, Sara
    Umeå University, Faculty of Medicine, Department of Radiation Sciences, Radiation Physics.
    An optimized ensemble search approach for classification of higher-level gait disorder using brain magnetic resonance images2025In: Computers in Biology and Medicine, ISSN 0010-4825, E-ISSN 1879-0534, Vol. 184, article id 109457Article in journal (Refereed)
    Abstract [en]

    Higher-Level Gait Disorder (HLGD) is a type of gait disorder estimated to affect up to 6% of the older population. By definition, its symptoms originate from the higher-level nervous system, yet its association with brain morphology remains unclear. This study hypothesizes that there are patterns in brain morphology linked to HLGD. For the first time in the literature, this work investigates whether deep learning, in the form of convolutional neural networks, can capture patterns in magnetic resonance images to identify individuals affected by HLGD. To handle this new classification task, we propose setting up an ensemble of models. This leverages the benefits of combining classifiers instead of determining which network is the most suitable, developing a new architecture, or customizing an existing one. We introduce a computationally cost-effective search algorithm to find the optimal ensemble by leveraging a cost function of both traditional performance scores and the diversity among the models. Using a unique dataset from a large population-based cohort (VESPR), the ensemble identified by our algorithm demonstrated superior performance compared to single networks, other ensemble fusion techniques, and the best linear radiological measure. This emphasizes the importance of implementing diversity into the cost function. Furthermore, the results indicate significant morphological differences in brain structure between HLGD-affected individuals and controls, motivating research about which areas the networks base their classifications on, to get a better understanding of the pathophysiology of HLGD.

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  • 7. Piehl, Fredrik
    et al.
    Eriksson-Dufva, Ann
    Budzianowska, Anna
    Feresiadou, Amalia
    Hansson, William
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Hietala, Max Albert
    Håkansson, Irene
    Johansson, Rune
    Jons, Daniel
    Kmezic, Ivan
    Lindberg, Christopher
    Lindh, Jonas
    Lundin, Fredrik
    Nygren, Ingela
    Punga, Anna Rostedt
    Press, Rayomand
    Samuelsson, Kristin
    Sundström, Peter
    Umeå University, Faculty of Medicine, Department of Clinical Sciences, Neurosciences.
    Wickberg, Oskar
    Brauner, Susanna
    Frisell, Thomas
    Efficacy and safety of rituximab for new-onset generalized myasthenia gravis: the RINOMAX randomized clinical trial2022In: JAMA Neurology, ISSN 2168-6149, E-ISSN 2168-6157, Vol. 79, no 11, p. 1105-1112Article in journal (Refereed)
    Abstract [en]

    IMPORTANCE: Rituximab is a third-line option for refractory generalized myasthenia gravis (MG) based on empirical evidence, but its effect in new-onset disease is unknown.

    OBJECTIVE: To investigate the efficacy and safety of rituximab compared with placebo as an add-on to standard of care for MG.

    DESIGN, SETTING, AND PARTICIPANTS: This randomized, double-blind, placebo-controlled study took place throughout 48 weeks at 7 regional clinics in Sweden. Key inclusion criteria were age older than 18 years, onset of generalized symptoms within 12 months or less, and a Quantitative Myasthenia Gravis (QMG) score of 6 or more. Patients were screened from October 20, 2016, to March 2, 2020. Key exclusion criteria included pure ocular MG, suspected thymoma, previous thymectomy, and prior noncorticosteroid immunosuppressants or high doses of corticosteroids.

    INTERVENTIONS: Participants were randomized 1:1 without stratification to a single intravenous infusion of 500 mg of rituximab or matching placebo.

    MAIN OUTCOMES AND MEASURES: Minimal disease manifestations at 16 weeks defined as a QMG score of 4 or less with prednisolone, 10 mg or less daily, and no rescue treatment.

    RESULTS: Of 87 potentially eligible patients, 25 were randomized to rituximab (mean [SD] age, 67.4 [13.4] years; 7 [28%] female) and 22 to placebo (mean [SD] age, 58 [18.6] years; 7 [32%] female). Compared with placebo, a greater proportion with rituximab met the primary end point; 71% (17 of 24) in the rituximab group vs 29% (6 of 21) in the placebo group (Fisher exact test P = .007; probability ratio, 2.48 [95% CI, 1.20-5.11]). Secondary end points, comparing changes in Myasthenia Gravis Activities of Daily Living and Myasthenia Gravis Quality of Life at 16 weeks with QMG at 24 weeks did not differ between groups with censoring for rescue treatment (per-protocol analysis) but were in favor of active treatment when rescue treatment was taken into account by worst rank imputation (post hoc analysis). Rescue treatments were also more frequent in the placebo arm (rituximab: 1 [4%]; placebo, 8 [36%]). One patient in the placebo arm had a myocardial infarction with cardiac arrest and 1 patient in the active arm experienced a fatal cardiac event.

    CONCLUSIONS AND RELEVANCE: A single dose of 500 mg of rituximab was associated with greater probability of minimal MG manifestations and reduced need of rescue medications compared with placebo. Further studies are needed to address long-term benefit-risk balance with this treatment.

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