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Sjöberg, Rickard L.ORCID iD iconorcid.org/rlsjoberg
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Publications (10 of 105) Show all publications
Faanes, M. G., Bouget, D., Jakola, A. S., Smith, T. R., Kavouridis, V. K., Latini, F., . . . Reinertsen, I. (2026). A unified FLAIR hyperintensity segmentation model for various CNS tumor types and acquisition time points.. Scientific Reports
Open this publication in new window or tab >>A unified FLAIR hyperintensity segmentation model for various CNS tumor types and acquisition time points.
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2026 (English)In: Scientific Reports, E-ISSN 2045-2322Article in journal (Refereed) In press
Abstract [en]

Fluid-attenuated inversion recovery (FLAIR) magnetic resonance imaging (MRI) scans are important for diagnosis, treatment planning, and monitoring of various brain tumors. Depending on the tumor type, the FLAIR hyperintensity volume is an important measure to assess the tumor volume, surrounding vasogenic edema, or treatment induced changes, such as gliosis. Automatic segmentation would therefore be valuable in the clinic and in clinical trials. In this study, around 5000 FLAIR images of various brain tumors types and acquisition time points, from different neurosurgical centers, were used to train a unified FLAIR hyperintensity segmentation model using an Attention U-Net architecture. The performance was compared against dataset-specific models and was validated on different tumor types, acquisition time points, and against BraTS. The unified model achieved an average Dice score of 88.65% for pre-operative meningiomas, 80.08% for pre-operative metastases, 90.92% for pre-operative and 84.60% for post-operative gliomas from BraTS, and 84.47% for pre-operative and 61.27% for post-operative lower grade gliomas. In addition, the results showed that the unified model achieved comparable segmentation performance to the dataset-specific models on their respective datasets. The documented generalization across tumor types and acquisition time points is a strong indicator for efficient deployment in a clinical setting. The model has been integrated into Raidionics, an open-source software for CNS tumor analysis.

Place, publisher, year, edition, pages
Springer Nature, 2026
National Category
Neurosciences
Identifiers
urn:nbn:se:umu:diva-252479 (URN)10.1038/s41598-026-48496-1 (DOI)42031792 (PubMedID)
Available from: 2026-04-25 Created: 2026-04-25 Last updated: 2026-04-27
Leiss, S. M., Jensdottir, M., Solheim, O., Corell, A., Lipatnikova, A., Gulati, S., . . . Jakola, A. S. (2026). Asleep motor mapping in resected low-grade gliomas: a population based multicenter study. Brain and Spine, 6, Article ID 105918.
Open this publication in new window or tab >>Asleep motor mapping in resected low-grade gliomas: a population based multicenter study
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2026 (English)In: Brain and Spine, E-ISSN 2772-5294, Vol. 6, article id 105918Article in journal (Refereed) Published
Abstract [en]

ntroduction: Maximal safe resection is established goal of WHO grade 2 low-grade gliomas (LGG). Asleep motor mapping offers an alternative to awake surgery for tumors near motor areas and has been shown to be safe and effective in expert centers.

Research question: We aimed to identify predictors of postoperative motor deficits, and describe patient selection and intraoperative mapping techniques across Scandinavian centers.

Material and methods: We retrospectively analyzed patients (≥18) with WHO grade 2 gliomas who underwent asleep motor mapping across multiple Scandinavian neurosurgical centers. Clinical, surgical, and imaging data were extracted from medical records. The primary outcome was registered permanent postoperative motor deficits at 3 months. Associations with pre-, intraoperative, and radiological variables - including diffusion-weighted imaging (DWI) changes - were assessed using univariate and multivariate logistic regression.

Results: We included 74 patients from eight institutions. Median age was 48 years, 38 (51.4 %) were female and median preoperative tumor volume was 43.2 ml. 13 (17.6 %) patients achieved gross-total resection and median postoperative volume was 7.8 ml. Permanent postoperative motor deficits occurred in 19 cases (25.7 %), and 5 (6.8 %) were considered major deficits. In univariate analysis, preoperative motor deficits (p = 0.009), postoperative DWI changes (p = 0.022), and age (p = 0.043) were significantly associated with new or worsened permanent deficits. Only DWI changes and age was confirmed in penalized multivariate logistic regression.

Discussion and conclusion: Postoperative motor deficits were common despite use of asleep motor mapping. Preoperative motor deficits and diffusion-weighted imaging changes are predictors of permanent motor deficits in this setting.

Place, publisher, year, edition, pages
Elsevier, 2026
Keywords
Asleep mapping, Motor deficits, Low grade glioma
National Category
Neurology
Research subject
Neurosurgery
Identifiers
urn:nbn:se:umu:diva-248046 (URN)10.1016/j.bas.2025.105918 (DOI)2-s2.0-105025520347 (Scopus ID)
Available from: 2025-12-31 Created: 2025-12-31 Last updated: 2026-01-08Bibliographically approved
Dunås, T., Jensdottir, M., Solheim, O., Corell, A., Gulati, S., Holmgren, K., . . . Jakola, A. S. (2026). Epidemiology of ischemic lesions after diffuse low-grade glioma resection: a Scandinavian multicenter study. Journal of Neurosurgery
Open this publication in new window or tab >>Epidemiology of ischemic lesions after diffuse low-grade glioma resection: a Scandinavian multicenter study
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2026 (English)In: Journal of Neurosurgery, ISSN 0022-3085, E-ISSN 1933-0693Article in journal (Refereed) Epub ahead of print
Abstract [en]

OBJECTIVE: Iatrogenic ischemic injury is believed to be one of the major causes of postoperative neurological deterioration after resection for diffuse low-grade glioma (dLGG). Epidemiological data on ischemic injury following glioma surgery are limited. The aim of this study was to explore the incidence of postoperative ischemia in a population-based cohort and investigate any correlation with postoperative neurological deterioration.

METHODS: In this retrospective study, ischemic lesions following dLGG resections, performed at 9 hospitals in Sweden and Norway between 2012 and 2017, were identified on diffusion-weighted MRI and volumetrically segmented. The association between the incidence, size, or type of ischemic lesion (rim lesions, limited to the resection border, or sector lesions, extending further into the brain tissue) and postoperative neurological deficits was analyzed.

RESULTS: A total of 286 patients were eligible for study inclusion. A postoperative ischemic lesion was found in 245 (85.7%) cases. In 87 (30.4%) patients, lesions were classified as the rim type; 158 (55.2%) patients had the sector type. Larger ischemic lesions were observed among patients with permanent major deficits (4.2 vs 1.6 cm3, p = 0.022). Sector-shaped ischemic lesions were more often associated with transient neurological deterioration than the rim lesions. The use of advanced imaging, intraoperative monitoring, or other specific neurosurgical techniques and tools did not affect the incidence of ischemic lesions.

CONCLUSIONS: The authors found postoperative ischemic lesions to be common after the resection of dLGG. Large and sector-shaped, but not rim-shaped, lesions were associated with measured postoperative neurological deficits. Preventing or limiting the extent of these ischemic injuries is important for improving functional results in dLGG surgery.

Place, publisher, year, edition, pages
American Association of Neurological surgeons (AANS), 2026
Keywords
diffusion-weighted imaging, glioma surgery, infarction, ischemia, low-grade glioma, oncology, tumor
National Category
Neurology
Research subject
Neurosurgery
Identifiers
urn:nbn:se:umu:diva-251042 (URN)10.3171/2025.10.JNS25658 (DOI)41825065 (PubMedID)
Available from: 2026-03-15 Created: 2026-03-15 Last updated: 2026-03-16
Tabatabaei, P., Wänman, J., Awad, A., Eriksson, M., Salomonsson, J., Bredemo, L., . . . Blomstedt, P. (2026). Subperception dorsal root ganglion stimulation versus sham stimulation in established responders: a randomized, double-blind crossover clinical trial. Regional anesthesia and pain medicine
Open this publication in new window or tab >>Subperception dorsal root ganglion stimulation versus sham stimulation in established responders: a randomized, double-blind crossover clinical trial
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2026 (English)In: Regional anesthesia and pain medicine, ISSN 1098-7339, E-ISSN 1532-8651Article in journal (Refereed) Epub ahead of print
Abstract [en]

Background: subperception (paresthesia-free) dorsal root ganglion (DRG) stimulation is increasingly used for focal neuropathic pain, but sham-controlled evidence remains limited. We conducted a randomized, double-blind, sham-controlled crossover trial with enriched enrollment design in established DRG-stimulation responders.

Methods: In this single-center trial, adults with chronic peripheral neuropathic or nociplastic pain with implanted DRG system and sustained response (≥50% pain reduction for ≥3 months on stable stimulation settings and medication) were randomized 1:1 to active→sham or sham→active stimulation. Participants completed two 5-day treatment periods separated by a 24-hour washout with stimulation off. Active stimulation was delivered at 90% of the perception threshold, and sham was stimulation off. The primary outcome was median pain intensity on a 0–10 Numeric Rating Scale (NRS). Secondary outcomes included patient satisfaction and Patient Global Impression of Change (PGIC) domains. Analyses used Wilcoxon signed-rank tests with Hodges-Lehmann estimates.

Results: In 20 randomized patients, pain intensity was lower during active than sham stimulation (median NRS 3.0 (IQR 2.0–4.0) vs 6.0 (IQR 4.0–7.0); Hodges-Lehmann median difference, −2.5; 95% CI −3.0 to −2.0; p<0.001). Patient satisfaction and all PGIC domains favored active stimulation. Two participants terminated one treatment period early per prespecified criteria; available data were retained. No serious or device-related adverse events were reported.

Place, publisher, year, edition, pages
BMJ Publishing Group Ltd, 2026
National Category
Neurosciences
Research subject
Neurosurgery
Identifiers
urn:nbn:se:umu:diva-253252 (URN)10.1136/rapm-2026-107906 (DOI)
Available from: 2026-05-18 Created: 2026-05-18 Last updated: 2026-05-18
Tabatabaei Shafiei, P., Åkerstedt, J., Awad, A., Sjöberg, R. L. & Wänman, J. (2025). A prospective study of the association between pain and catastrophizing after selective nerve root blockade. Pain Practice, 25(3), Article ID e70017.
Open this publication in new window or tab >>A prospective study of the association between pain and catastrophizing after selective nerve root blockade
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2025 (English)In: Pain Practice, ISSN 1530-7085, E-ISSN 1533-2500, Vol. 25, no 3, article id e70017Article in journal (Refereed) Published
Abstract [en]

INTRODUCTION: Pain, comprising sensory and emotional elements, is influenced by pain catastrophizing, which magnifies pain and promotes helplessness and rumination. This study explores the relationship between pain catastrophizing and outcomes following selective nerve root blockade (SNRB) in patients with lumbar radicular pain (LRP).

METHODS: A prospective cohort study of 103 LRP patients, confirmed by MRI, was conducted. All participants underwent SNRB at Umeå University Hospital. Outcomes were measured using PROMIS-29 and the Pain Catastrophizing Scale (PCS) at baseline and several intervals up to 84 days post-intervention. Patients were categorized into responder (≥30% pain reduction) and non-responder groups and stratified into three groups based on baseline PCS scores. Changes in outcomes from baseline to 14 days post-SNRB were analyzed in relation to PCS groups. PCS changes over time were evaluated between responders and non-responders. Statistical analyses assessed PCS and outcome changes.

RESULTS: Baseline pain catastrophizing was not a significant predictor of pain response to SNRB. However, responders demonstrated significant reductions in pain catastrophizing following the intervention, suggesting that SNRB may influence cognitive coping mechanisms related to pain.

CONCLUSION: SNRB reduces pain catastrophizing in LRP patients, although baseline catastrophizing does not predict pain outcomes. Addressing catastrophizing remains important but may serve better as an outcome measure rather than a predictor of treatment response.

Place, publisher, year, edition, pages
John Wiley & Sons, 2025
Keywords
anesthesia, back pain with radiation, infiltration, nerve block
National Category
Anesthesiology and Intensive Care Surgery
Research subject
Surgery
Identifiers
urn:nbn:se:umu:diva-236107 (URN)10.1111/papr.70017 (DOI)001437020900001 ()40035355 (PubMedID)2-s2.0-86000044997 (Scopus ID)
Available from: 2025-03-05 Created: 2025-03-05 Last updated: 2026-03-13Bibliographically approved
Wu, W.-Y. Y., Melin, B., Björkblom, B. & Sjöberg, R. L. (2025). Addressing the serotonin hypothesis of depression through analyses of genetics, methylation and metabolite variations in glioma patients. Scientific Reports, 15(1), Article ID 37732.
Open this publication in new window or tab >>Addressing the serotonin hypothesis of depression through analyses of genetics, methylation and metabolite variations in glioma patients
2025 (English)In: Scientific Reports, E-ISSN 2045-2322, Vol. 15, no 1, article id 37732Article in journal (Refereed) Published
Abstract [en]

Serotonin and serotonin metabolism has for decades been understood as playing a critical role in mood disorders and has more recently also been implicated in brain tumour biology. However, in part due to the lack of direct investigation of genetic and epigenetic variation affecting serotonin pathways within human brain tissue this understanding has recently been challenged. We analysed genetic and epigenetic variation in the Monoamine oxidase A (MAOA) and serotonin transporter (5HTT) genes using 232 biobanked glioma tissue samples from 216 adult patients. We further examined the association between use of antidepressants (targeting serotonergic pathways), serotonin levels and methylation. In male patients, genetic variation in the MAOA gene was significantly associated with tissue serotonin levels. Further analysis identified five single nucleotide variants (SNVs) that may contribute to this association. In contrast, 5HTT variants were not statistically associated with serotonin pathway metabolites, nor were MAOA variants in females. Increased methylation at several 5HTT CpG sites was positively correlated with serotonin levels and negatively correlated with 5-HIAA levels. In males, one CpG site in the MAOA gene was negatively associated with the 5-HIAA/serotonin ratio, suggesting reduced enzymatic degradation of serotonin due to lower MAOA activity. Patients using antidepressants had lower tissue serotonin levels. In males, genetic variation in the MAOA gene was significantly associated with tissue serotonin levels, although this association was not mediated by methylation. Our result supports the notion that the MAOA and 5HTT genes are related to serotonin metabolism and that such metabolism is related to antidepressant use.

Place, publisher, year, edition, pages
Springer Nature, 2025
Keywords
Serotonin, MAOA, 5HTT, Glioma
National Category
Neurosciences
Research subject
Neurosurgery
Identifiers
urn:nbn:se:umu:diva-245968 (URN)10.1038/s41598-025-25464-9 (DOI)001604676500031 ()41152544 (PubMedID)2-s2.0-105020277042 (Scopus ID)
Available from: 2025-10-29 Created: 2025-10-29 Last updated: 2025-11-12Bibliographically approved
Axelsson, J., Björkblom, B., Asklund, T., Brandel, J., Larhed, S., Ringmar, G. M., . . . Sandström, M. (2025). Characterizing long- and short-survival glioblastoma patients with FLT-PET/MRI and metabolomics. Neuro-Oncology Advances, 7(1), Article ID vdaf034.
Open this publication in new window or tab >>Characterizing long- and short-survival glioblastoma patients with FLT-PET/MRI and metabolomics
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2025 (English)In: Neuro-Oncology Advances, E-ISSN 2632-2498, Vol. 7, no 1, article id vdaf034Article in journal (Refereed) Published
Abstract [en]

Background: Glioblastoma is the most aggressive and malignant brain tumor, characterized by a high degree of heterogeneity, invasiveness, and resistance to treatment. Patients with glioblastoma have a very poor prognosis despite multimodal interventions. In this study, we investigated how 18F-fluorothymidine (18F-FLT) PET combined with contrast-enhanced MRI and blood metabolomics can contribute to evaluate prognosis and treatment response for patients with glioblastoma.

Methods: Patients, scheduled for surgery due to suspected high-grade glioma were included in this clinical study and underwent four 18F-FLT-PET/MRI examinations prior to surgery and during standard treatment. Blood samples were collected and analyzed by metabolomics. Patients were grouped according to survival as long-time survivors (>3 years) and short-time survivors (<500 days).

Results: Both 2 and 6 weeks into treatment, short-time survivors displayed a significantly larger tumor volume than long-time survivors. When comparing MRI findings during treatment, long-time survivors displayed a substantial tumor decrease, whereas the short-time survivors showed minor or no effect. Regarding 18F-FLT-PET the results were not as unambiguous. Furthermore, there was a clear and significant separation in the metabolomic pattern in blood between the survival groups and across treatment time points.

Conclusions: MRI measures of tumor volume and growth during treatment appear to be prognostic clinical factors that affect outcome. Metabolomic patterns in blood differ significantly between the defined survival groups and may serve as support for an early forecast of prognosis. We also observe a clear separation in metabolite levels between different time points during treatment, which likely reflects treatment effects.

Place, publisher, year, edition, pages
Oxford University Press, 2025
Keywords
glioblastoma, metabolomics, prognosis, PET
National Category
Neurosciences
Research subject
Oncology
Identifiers
urn:nbn:se:umu:diva-238396 (URN)10.1093/noajnl/vdaf034 (DOI)2-s2.0-105004202543 (Scopus ID)
Funder
Sjöberg Foundation, 2020-01-07-08Swedish Cancer Society, CAN 2013/701Cancerforskningsfonden i Norrland, LP 18-2185Cancerforskningsfonden i Norrland, LP 20-2249
Available from: 2025-05-05 Created: 2025-05-05 Last updated: 2025-05-23Bibliographically approved
Sjöberg, R. L. (2025). Den fria viljans plats. Glänta (3-4), 118-121
Open this publication in new window or tab >>Den fria viljans plats
2025 (Swedish)In: Glänta, ISSN 1104-5205, no 3-4, p. 118-121Article in journal (Other (popular science, discussion, etc.)) Published
Place, publisher, year, edition, pages
Göteborg: Glänta produktion, 2025
National Category
Neurology
Research subject
Neurosurgery
Identifiers
urn:nbn:se:umu:diva-251043 (URN)
Available from: 2026-03-15 Created: 2026-03-15 Last updated: 2026-04-07Bibliographically approved
Sjöberg, R. L. (2025). [Förträngda minnen] Ett korthus som börjat rasa ...eller?. Seniora läkare (1), 12-15
Open this publication in new window or tab >>[Förträngda minnen] Ett korthus som börjat rasa ...eller?
2025 (Swedish)In: Seniora läkare, ISSN 2002-0538, no 1, p. 12-15Article in journal (Other (popular science, discussion, etc.)) Published
Place, publisher, year, edition, pages
Stockholm: Seniora läkare, 2025
National Category
Applied Psychology
Research subject
Psychology
Identifiers
urn:nbn:se:umu:diva-238492 (URN)
Available from: 2025-05-06 Created: 2025-05-06 Last updated: 2025-05-06Bibliographically approved
Johnstad, C., Reinertsen, I., Corell, A., Thurin, E., Dunås, T., Jensdottir, M., . . . Solheim, O. (2025). Is tumor shape associated with molecular diagnosis, extent of resection, or postoperative focal deficits in diffuse low-grade gliomas?. Neuro-Oncology Advances, 7(1), Article ID vdaf138.
Open this publication in new window or tab >>Is tumor shape associated with molecular diagnosis, extent of resection, or postoperative focal deficits in diffuse low-grade gliomas?
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2025 (English)In: Neuro-Oncology Advances, E-ISSN 2632-2498, Vol. 7, no 1, article id vdaf138Article in journal (Refereed) Published
Abstract [en]

Background: This study aimed to explore the potential association between tumor shape, 1p/19q codeletion, EOR, and new postoperative focal deficits in patients with diffuse low-grade glioma.

Methods: We analyzed data from 225 WHO grade 2 glioma surgeries performed in nine centers in Norway and Sweden. The tumor measurements were based on automatic segmentations of preoperative T2/FLAIR MRI scans by Raidionics. Contact surface area (CSA) was defined as the area between the tumor and brain parenchyma and was estimated by subtracting the surface area covered by the dura from the total surface area. The sphericity index (SI) was defined as the quotient of the tumor surface area and the surface area of a sphere with equal volume. Focal deficits were defined as any new motor, language, or visual deficits postoperatively.

Results: The univariable analyses showed that a larger CSA was associated with higher age (p=0.02), lower EOR (p<0.0001), and more focal deficits (p=0.005), but not with 1p/19q codeletion (p=0.54). A higher SI was associated with higher age (p=0.02) and lower EOR (p<0.0001), but not with focal deficits (p=0.08) or 1p/19q codeletion (p=0.90). The multivariable linear regression model supported the univariable associations between EOR and CSA (p=0.0003) and SI (p=0.0013), respectively. Contrarily, the logistic regression model showed that focal deficits were associated with SI (p=0.014), but not with CSA (p=0.056)

Conclusion: The tumor shape appears to be independently associated with EOR and new focal deficits, but not with molecular diagnosis in patients with low-grade glioma.

Place, publisher, year, edition, pages
Oxford University Press, 2025
Keywords
LGG, sphericity index, tumor surface area, tumor shape, tumor size
National Category
Neurology
Identifiers
urn:nbn:se:umu:diva-243435 (URN)10.1093/noajnl/vdaf138 (DOI)001575838900001 ()40980438 (PubMedID)2-s2.0-105016528844 (Scopus ID)
Funder
Government of Sweden, ALFGBG-965622
Available from: 2025-08-21 Created: 2025-08-21 Last updated: 2026-03-13Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/rlsjoberg

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