Subcortical volume alterations indicate structural atrophy patterns over time in relapsing–remitting multiple sclerosis: a volBrain-based analysis
Özet
Background: Multiple Sclerosis (MS), a neurodegenerative disorder affecting central nervous system, predominantly manifests as Relapsing–Remitting MS (RRMS), with subcortical volume loss serving as a prognostic indicator. Aims: This study aimed to assess time-dependent volumetric changes in thalamus and basal nuclei using a validated automated tool, volBrain software, on MR images (MRI) across three years and relationship between structural changes and disease progression. Methods: The study included 50 RRMS patients (33.5 ± 6.3 years; 68% female, 32% male) and 50 healthy controls (38.0 ± 5.8 years; 64% female, 36% male). T1-weighted brain MRI scans (from 2017, 2019, 2022) were analyzed via volBrain. Statistical analyses included Shapiro–Wilk, Mann–Whitney U, Friedman, and Dunn tests. Results: Thalamus, nucleus caudatus (nuc. caudatus), and nucleus lentiformis (nuc. lentiformis) volumes were significantly lower in RRMS (p < 0.05). Significant volume loss was observed between 1st-3rd MRI and 2nd-3rd MRI (p < 0.05), but difference between 1st-2nd MRI was not statistically significant (p > 0.05). The most pronounced volume loss occurred between 1st-3rd MRI, with the greatest reduction observed in left nuc. caudatus (7.92%). This loss was followed by right thalamus (5.68%) and nuc. lentiformis (4.35%). Although atrophy was observed across disease duration groups, this difference was not statistically significant (p > 0.05). Volume loss in thalamus and basal nuclei indicated significant atrophy in RRMS patients. Conclusions: Findings highlighted MS-induced subcortical atrophy that significantly impacts brain structure. This study was distinguished through volBrain, highlighting its effectiveness in providing data with clinical relevance. Subcortical volume changes show potential as biomarkers for disease progression and guiding targeted therapies.
Anahtar Kelimeler
- Scopus
- 1
- WoS
- 1
- OpenAlex
- 2
Tam Kayıt
| Alan | Değer | Dil |
|---|---|---|
| dc.contributor.author | Kılıç, Buket | |
| dc.contributor.author | Tekin, Ayla | |
| dc.contributor.author | Bünül, Sena Destan | |
| dc.contributor.author | Efendi, Hüsnü | |
| dc.contributor.author | Çakır, Özgür | |
| dc.contributor.author | Kılıç, Kamil Can | |
| dc.contributor.author | Çolak, Tuncay | |
| dc.date.accessioned | 2026-10-27T23:47:45.520272427Z | |
| dc.date.available | 2026-10-27T23:47:45.520272427Z | |
| dc.date.issued | 2025 | |
| dc.description.abstract | Background: Multiple Sclerosis (MS), a neurodegenerative disorder affecting central nervous system, predominantly manifests as Relapsing–Remitting MS (RRMS), with subcortical volume loss serving as a prognostic indicator. Aims: This study aimed to assess time-dependent volumetric changes in thalamus and basal nuclei using a validated automated tool, volBrain software, on MR images (MRI) across three years and relationship between structural changes and disease progression. Methods: The study included 50 RRMS patients (33.5 ± 6.3 years; 68% female, 32% male) and 50 healthy controls (38.0 ± 5.8 years; 64% female, 36% male). T1-weighted brain MRI scans (from 2017, 2019, 2022) were analyzed via volBrain. Statistical analyses included Shapiro–Wilk, Mann–Whitney U, Friedman, and Dunn tests. Results: Thalamus, nucleus caudatus (nuc. caudatus), and nucleus lentiformis (nuc. lentiformis) volumes were significantly lower in RRMS (p < 0.05). Significant volume loss was observed between 1st-3rd MRI and 2nd-3rd MRI (p < 0.05), but difference between 1st-2nd MRI was not statistically significant (p > 0.05). The most pronounced volume loss occurred between 1st-3rd MRI, with the greatest reduction observed in left nuc. caudatus (7.92%). This loss was followed by right thalamus (5.68%) and nuc. lentiformis (4.35%). Although atrophy was observed across disease duration groups, this difference was not statistically significant (p > 0.05). Volume loss in thalamus and basal nuclei indicated significant atrophy in RRMS patients. Conclusions: Findings highlighted MS-induced subcortical atrophy that significantly impacts brain structure. This study was distinguished through volBrain, highlighting its effectiveness in providing data with clinical relevance. Subcortical volume changes show potential as biomarkers for disease progression and guiding targeted therapies. | |
| dc.identifier.doi | 10.1007/s11845-025-04115-y | |
| dc.identifier.eissn | 1863-4362 | |
| dc.identifier.endpage | 2445 | |
| dc.identifier.issn | 0021-1265 | |
| dc.identifier.issue | 6 | |
| dc.identifier.pmid | 41060360 | |
| dc.identifier.scopus | 2-s2.0-105018335394 | |
| dc.identifier.startpage | 2433 | |
| dc.identifier.uri | https://rdlopen.rawdatalibrary.net/r/kostu/10715 | |
| dc.identifier.volume | 194 | |
| dc.identifier.wos | WOS:001590175400001 | |
| dc.language.iso | en | |
| dc.publisher | Springer Science and Business Media Deutschland GmbH | |
| dc.relation.ispartof | Irish Journal of Medical Science | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.subject | Atrophy | |
| dc.subject | Automated volumetry | |
| dc.subject | Basal nuclei | |
| dc.subject | Relapsing remitting multiple sclerosis | |
| dc.subject | Thalamus | |
| dc.subject.classification | Medicine, General & Internal | |
| dc.subject.classification | General & Internal Medicine | |
| dc.subject.other | Adult | |
| dc.subject.other | Atrophy | |
| dc.subject.other | Brain | |
| dc.subject.other | Case-Control Studies | |
| dc.subject.other | Disease Progression | |
| dc.subject.other | Female | |
| dc.subject.other | Humans | |
| dc.subject.other | Magnetic Resonance Imaging | |
| dc.subject.other | Male | |
| dc.subject.other | Middle Aged | |
| dc.subject.other | Multiple Sclerosis, Relapsing-Remitting | |
| dc.subject.other | Thalamus | |
| dc.subject.other | Article | |
| dc.subject.other | brain atrophy | |
| dc.subject.other | brain size | |
| dc.subject.other | caudate nucleus | |
| dc.subject.other | clinical article | |
| dc.subject.other | controlled study | |
| dc.subject.other | disease course | |
| dc.subject.other | disease duration | |
| dc.subject.other | human | |
| dc.subject.other | image analysis | |
| dc.subject.other | lentiform nucleus | |
| dc.subject.other | nuclear magnetic resonance imaging | |
| dc.subject.other | prognostic assessment | |
| dc.subject.other | relapsing remitting multiple sclerosis | |
| dc.subject.other | subcortex | |
| dc.subject.other | thalamus nucleus | |
| dc.subject.other | volumetry | |
| dc.subject.other | case control study | |
| dc.subject.other | diagnostic imaging | |
| dc.subject.other | disease exacerbation | |
| dc.subject.other | pathology | |
| dc.title | Subcortical volume alterations indicate structural atrophy patterns over time in relapsing–remitting multiple sclerosis: a volBrain-based analysis | |
| dc.type | Article | |
| rdl.citation.openalex | 2 | |
| rdl.citation.scopus | 1 | |
| rdl.citation.wos | 1 | |
| rdl.department | Department of Physiotherapy, European Vocational School, Kocaeli Health and Technology University, Kocaeli, Türkiye | |
| rdl.department | Department of Anatomy, Faculty of Medicine, Kocaeli University, Kocaeli, Türkiye | |
| rdl.department | Department of Neurology, Faculty of Medicine, Kocaeli University, Kocaeli, Türkiye | |
| rdl.department | Department of Radiology, Faculty of Medicine, Kocaeli University, Kocaeli, Türkiye | |
| rdl.department | Department of Histology and Embryology, Faculty of Medicine, Kocaeli University, Kocaeli, Türkiye | |
| rdl.department | Center for Stem Cell and Gene Therapies Research and Practice, Kocaeli University, Kocaeli, Türkiye | |
| rdl.oa.status | green | |
| rdl.oa.status | preprint | |
| rdl.oa.url | https://avesis.kocaeli.edu.tr/publication/details/f436944a-a18b-4e3f-b8e4-f865577466df/oai | |
| rdl.scopus.quartile | Q2 | |
| rdl.sdg | SDG03 | |
| rdl.source.index | SCOPUS | |
| rdl.source.index | WOS | |
| rdl.source.index | PUBMED | |
| rdl.wos.index | Science Citation Index Expanded (SCI-EXPANDED) |

