Volumetric and Asymmetric Index Analysis of Subcortical Structures in Multiple Sclerosis Patients: A Retrospective Study Using volBrain Software

MakaleAçık Erişim
  • SDG 3 · Sağlık ve Kaliteli Yaşam

Özet

Introduction Multiple sclerosis (MS) is a chronic and autoimmune disease that has a significant influence on the central nervous system, such as the brain and spinal cord, affecting millions of individuals globally. Understanding the connection between subcortical brain regions and MS is crucial for effective diagnostic and therapeutic approaches for treating this disabling disease. This study explores the relationship between volume and contours of asymmetry index of subcortical brain regions in individuals with MS using volBrain software (https://www.volbrain.net; developed by Jose V. Manjon (Valencia Polytechnic University, Valencia, Spain) and Pierrick Coupe (University of Bordeaux, Bordeaux, France)). Methods In our retrospective investigation, we admitted 100 Turkish individuals, comprising 50 patients diagnosed with relapsing -remitting MS (RRMS) (24 (48%) males and 26 (52%) females) and 50 healthy controls (23 (46%) males and 27 (54%) females), registered between October 2017 and February 2022 for five years and underwent assessment in the radiology department at the Teaching and Research Hospital of Kocaeli University; 1,150 Turkish patients were excluded from our study based on our exclusion criteria. We used magnetic resonance imaging with a 3-Tesla (3T) scanner and volBrain software to assess volumes (cm(3)) and asymmetry indexes due to asymmetry for different levels of atrophy of total intracranial, total brain, gray matter, white matter, and subcortical regions, the most affected regions in MS patients for both patient and control cohorts. Results Statistical analysis revealed a significant difference between patient and control groups (p < 0.001), with patient group mean age at 38.32 years and control group mean age at 32.88 years. Patient group exhibited lower values for total intracranial, total brain, gray matter, white matter, and cerebrospinal fluid volume compared to control group (p < 0.05). The results indicated a statistically significant decrease (p < 0.05) in the values for total intracranial and total brain volume, whereas all other values remained unchanged. We compared volumes of subcortical structures on the right and left sides and found that the putamen, thalamus, and globus pallidus had statistically lower values in the patient group than in the control group (p < 0.001), apart from the lateral ventricle. Furthermore, our retrospective investigation demonstrated a statistically significant difference in the globus pallidus asymmetry index, indicating a preference for the patient group (p < 0.05). A lower asymmetry index value signifies a larger volume for the right side of the subcortical regions of the brain when compared to the left side. Conclusion Brain atrophy, although characterized by irreversible tissue damage, is targeted by therapeutic interventions to prevent progression. It is, therefore, imperative to develop a universally accepted measurement standard for subcortical structures that also considers the inherent variability present within each structure. Our findings serve as an important basis and indicator for the determination of subcortical atrophy and asymmetry in MS, the prognosis of the disease, and the etiology of clinical symptoms. Subsequent research may benefit by adopting the novel approach of considering brain atrophy as an outcome rather than a predictor, thereby facilitating the elucidation of the intricate biological mechanisms that give rise to volume loss.

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https://rdlopen.rawdatalibrary.net/r/kostu/10775Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.7759/cureus.55799Yayıncı resmi DOI adresi
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3
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Tam Kayıt
AlanDeğerDil
dc.contributor.authorTekin, Ayla
dc.contributor.authorRende, Buket
dc.contributor.authorEfendi, Husnu
dc.contributor.authorBunul, Sena Destan
dc.contributor.authorÇakir, Ozgur
dc.contributor.authorÇolak, Tuncay
dc.contributor.authorBalci, Sibel
dc.date.accessioned2026-10-27T23:48:21.114991894Z
dc.date.available2026-10-27T23:48:21.114991894Z
dc.date.issued2024-03
dc.description.abstractIntroduction Multiple sclerosis (MS) is a chronic and autoimmune disease that has a significant influence on the central nervous system, such as the brain and spinal cord, affecting millions of individuals globally. Understanding the connection between subcortical brain regions and MS is crucial for effective diagnostic and therapeutic approaches for treating this disabling disease. This study explores the relationship between volume and contours of asymmetry index of subcortical brain regions in individuals with MS using volBrain software (https://www.volbrain.net; developed by Jose V. Manjon (Valencia Polytechnic University, Valencia, Spain) and Pierrick Coupe (University of Bordeaux, Bordeaux, France)). Methods In our retrospective investigation, we admitted 100 Turkish individuals, comprising 50 patients diagnosed with relapsing -remitting MS (RRMS) (24 (48%) males and 26 (52%) females) and 50 healthy controls (23 (46%) males and 27 (54%) females), registered between October 2017 and February 2022 for five years and underwent assessment in the radiology department at the Teaching and Research Hospital of Kocaeli University; 1,150 Turkish patients were excluded from our study based on our exclusion criteria. We used magnetic resonance imaging with a 3-Tesla (3T) scanner and volBrain software to assess volumes (cm(3)) and asymmetry indexes due to asymmetry for different levels of atrophy of total intracranial, total brain, gray matter, white matter, and subcortical regions, the most affected regions in MS patients for both patient and control cohorts. Results Statistical analysis revealed a significant difference between patient and control groups (p < 0.001), with patient group mean age at 38.32 years and control group mean age at 32.88 years. Patient group exhibited lower values for total intracranial, total brain, gray matter, white matter, and cerebrospinal fluid volume compared to control group (p < 0.05). The results indicated a statistically significant decrease (p < 0.05) in the values for total intracranial and total brain volume, whereas all other values remained unchanged. We compared volumes of subcortical structures on the right and left sides and found that the putamen, thalamus, and globus pallidus had statistically lower values in the patient group than in the control group (p < 0.001), apart from the lateral ventricle. Furthermore, our retrospective investigation demonstrated a statistically significant difference in the globus pallidus asymmetry index, indicating a preference for the patient group (p < 0.05). A lower asymmetry index value signifies a larger volume for the right side of the subcortical regions of the brain when compared to the left side. Conclusion Brain atrophy, although characterized by irreversible tissue damage, is targeted by therapeutic interventions to prevent progression. It is, therefore, imperative to develop a universally accepted measurement standard for subcortical structures that also considers the inherent variability present within each structure. Our findings serve as an important basis and indicator for the determination of subcortical atrophy and asymmetry in MS, the prognosis of the disease, and the etiology of clinical symptoms. Subsequent research may benefit by adopting the novel approach of considering brain atrophy as an outcome rather than a predictor, thereby facilitating the elucidation of the intricate biological mechanisms that give rise to volume loss.
dc.identifier.articlenumbere55799
dc.identifier.doi10.7759/cureus.55799
dc.identifier.eissn2168-8184
dc.identifier.issue3
dc.identifier.pmcidPMC10999780
dc.identifier.pmid38590495
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/kostu/10775
dc.identifier.volume16
dc.identifier.wosWOS:001245721600009
dc.language.isoen
dc.publisherSPRINGERNATURE
dc.relation.ispartofCUREUS JOURNAL OF MEDICAL SCIENCE
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectmagnetic resonance imaging
dc.subjects: multiple sclerosis
dc.subjectsubcortical
dc.subjectvolume
dc.subjectbilateral asymmetry
dc.subject.otherCOGNITIVE IMPAIRMENT
dc.subject.otherATROPHY
dc.subject.otherMATTER
dc.subject.otherNEURODEGENERATION
dc.titleVolumetric and Asymmetric Index Analysis of Subcortical Structures in Multiple Sclerosis Patients: A Retrospective Study Using volBrain Software
dc.typeArticle
rdl.citation.openalex3
rdl.citation.wos3
rdl.departmentAnatomy, Kocaeli University, Kocaeli, TUR
rdl.departmentAnatomy, European Vocational School, Kocaeli Health and Technology University, Kocaeli, TUR
rdl.departmentNeurology, Kocaeli University, Kocaeli, TUR
rdl.departmentRadiology, Kocaeli University, Kocaeli, TUR
rdl.departmentAnatomy, Faculty of Medicine, Kocaeli University, Kocaeli, TUR
rdl.departmentBiostatistics and Medical Informatics, Kocaeli University, Kocaeli, TUR
rdl.oa.statusgold
rdl.oa.statusgreen
rdl.oa.urlhttps://www.cureus.com/articles/230543-volumetric-and-asymmetric-index-analysis-of-subcortical-structures-in-multiple-sclerosis-patients-a-retrospective-study-using-volbrain-software.pdf
rdl.sdgSDG03
rdl.source.indexWOS
rdl.source.indexPUBMED
rdl.wos.indexEmerging Sources Citation Index (ESCI)