Klinik Araştırma
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Investigation of Normalized Volume Ratios of Motor and Sensory Cortices on Magnetic Resonance Images in Parkinson's Disease Patients: An Automatic Brain Segmentation Study

Yıl 2025, , 245 - 250, 15.01.2025
https://doi.org/10.37990/medr.1594776

Öz

Aim: This study evaluates structural changes in the normalized volume ratios of the motor and sensory cortices in Parkinson’s patients and compares these changes with healthy individuals to assess the disease's impact on brain structure.
Material and Method: The study included 55 Parkinson’s patients (14 females, 41 males) and 28 control subjects (7 females, 21 males). The volumes of the precentral gyrus, paracentral lobulus, and postcentral gyrus were calculated using the BrainSuite automated segmentation software. Regional gray matter volumes were normalized by dividing them by the intracranial volume, and these normalized values were used for comparisons. Volumetric analyses were conducted on the precentral gyrus, postcentral gyrus, and paracentral lobulus to assess their morphological changes associated with Parkinson's disease.
Results: Results: In the left hemisphere, the normalized gray matter volume ratios of the postcentral gyrus were found to be lower in Parkinson’s patients (0.82%±0.09) compared to the control group (0.88%±0.09) (p<0.05). According to MANOVA analysis, significant differences were observed in the normalized gray matter volumes of the precentral gyrus (KEK=0.069, p=0.001) and postcentral gyrus (KEK=0.300, p<0.001) concerning hemisphere and age variables. Significant differences were found in the precentral gyrus (KEK=0.034, p=0.019) and paracentral lobule (KEK=0.026, p=0.041) based on gender. In terms of group differences, a significant result was found in the postcentral gyrus (KEK=0.071, p=0.001) when comparing Parkinson's disease patients and healthy controls, while no significant
differences were observed in the precentral gyrus (KEK=0.011, p=0.193) and paracentral lobule (KEK=0.000, p=0.792).
Conclusion: Significant structural differences were identified in the normalized gray matter volumes of Parkinson’s patients, specifically in the left postcentral gyrus, where a reduction in volume was observed compared to the control group. This study highlights the importance of normalization in accurately assessing volumetric differences and provides valuable insights into the structural changes associated with Parkinson’s disease, contributing to the existing literature.

Kaynakça

  • Shareef S, Ali T, Sahin B, et al. Structural alteration of motor and sensory cortices in Parkinson's disease using magnetic resonance imaging: automatic brain segmentation. International Journal of Advanced and Applied Sciences. 2018;5:101-9.
  • Yoshida J, Oñate M, Khatami L, et al. Cerebellar contributions to the basal ganglia influence motor coordination, reward processing, and movement vigor. J Neurosci. 2022;42:8406-15.
  • Darainy M, Manning TF, Ostry DJ. Disruption of somatosensory cortex impairs motor learning and retention. J Neurophysiol. 2023;130:1521-8.
  • Gale DJ, Flanagan JR, Gallivan JP. Human somatosensory cortex is modulated during motor planning. J Neurosci. 2021;41:5909-22.
  • Nakajima T, Hosaka R, Mushiake H. Complementary roles of primate dorsal premotor and pre-supplementary motor areas to the control of motor sequences. J Neurosci. 2022;42:6946-65.
  • Andica C, Kamagata K, Hatano T, et al. Neurocognitive and psychiatric disorders‐related axonal degeneration in Parkinson's disease. J Neurosci Res. 2020;98:936-49.
  • Kumar S, Goyal L, Singh S. Tremor and rigidity in patients with Parkinson’s disease: emphasis on epidemiology, pathophysiology and contributing factors. CNS Neurol Disord Drug Targets. 2022;21:596-609.
  • Biundo R, Formento-Dojot P, Facchini S, et al. Brain volume changes in Parkinson's disease and their relationship with cognitive and behavioural abnormalities. J Neurol Sci. 2011;310:64-9.
  • Marinova D, Danovska M. The non-motor symptoms–challenge in diagnosis of Parkinson's Disease. J of IMAB. 2020;26:3469-74.
  • Permezel F, Alty J, Harding IH, Thyagarajan D. Brain networks involved in sensory perception in Parkinson’s disease: a scoping review. Brain Sci. 2023;13:1552.
  • Voevodskaya O, Simmons A, Nordenskjöld R, et al. The effects of intracranial volume adjustment approaches on multiple regional MRI volumes in healthy aging and Alzheimer's disease. Front Aging Neurosci. 2014;6:264.
  • Borghammer P, Jonsdottir KY, Cumming P, et al. Normalization in PET group comparison studies--the importance of a valid reference region. Neuroimage. 2008;40:529-40.
  • Dhamala E, Ooi LQR, Chen J, et al. Proportional intracranial volume correction differentially biases behavioral predictions across neuroanatomical features, sexes, and development. Neuroimage. 2022;260:119485.
  • Sanfilipo MP, Benedict RH, Zivadinov R, Bakshi R. Correction for intracranial volume in analysis of whole brain atrophy in multiple sclerosis: the proportion vs. residual method. Neuroimage. 2004;22:1732-43.
  • Brenneis C, Seppi K, Schocke MF, et al. Voxel-based morphometry detects cortical atrophy in the Parkinson variant of multiple system atrophy. Mov Disord. 2003;18:1132-8.
  • Goldman JG, Stebbins GT, Dinh V, et al. Visuoperceptive region atrophy independent of cognitive status in patients with Parkinson's disease with hallucinations. Brain. 2014;137:849-59.
  • González-Redondo R, García-García D, Clavero P, et al. Grey matter hypometabolism and atrophy in Parkinson's disease with cognitive impairment: a two-step process. Brain. 2014;137:2356-67.
  • Kostic VS, Agosta F, Pievani M, et al. Pattern of brain tissue loss associated with freezing of gait in Parkinson disease. Neurology. 2012;78:409-16.
  • Shao N, Yang J, Li J, Shang HF. Voxelwise meta-analysis of gray matter anomalies in progressive supranuclear palsy and Parkinson's disease using anatomic likelihood estimation. Front Hum Neurosci. 2014;8:63.
  • Zhi Y, Wang M, Yuan YS, et al. The increased gray matter volumes of precentral gyri in Parkinson's disease patients with diphasic dyskinesia. Aging (Albany NY). 2019;11:9661-71.
  • Kang D, Chen F, Wang F, et al. Brain gray matter volume changes associated with motor symptoms in patients with Parkinson's disease. Chin Neurosurg Jl. 2015;1.9.
  • Zhai H, Fan W, Xiao Y, et al. Voxel-based morphometry of grey matter structures in Parkinson's Disease with wearing-off. Brain Imaging Behav. 2023;17:725-37.
  • Xia J, Wang J, Tian W, et al. Magnetic resonance morphometry of the loss of gray matter volume in Parkinson's disease patients. Neural Regen Res. 2013;8:2557-65.
  • Peters A, Morrison JH, Rosene DL, Hyman BT. Feature article: are neurons lost from the primate cerebral cortex during normal aging?. Cereb Cortex. 1998;8:295-300.
  • Riddle DR, Sonntag WE, Lichtenwalner RJ. Microvascular plasticity in aging. Ageing Res Rev. 2003;2:149-68.
  • Piguet O, Double KL, Kril JJ, et al. White matter loss in healthy ageing: a postmortem analysis. Neurobiol Aging. 2009;30:1288-95.
  • Knutson B, Momenan R, Rawlings RR, et al. Negative association of neuroticism with brain volume ratio in healthy humans. Biol Psychiatry. 2001;50:685-90.
  • Sgouros S, Goldin JH, Hockley AD, et al. Intracranial volume change in childhood. J Neurosurg. 1999;91:610-6.
  • Wolf H, Kruggel F, Hensel A, et al. The relationship between head size and intracranial volume in elderly subjects. Brain Res. 2003;973:74-80.
  • Crowley S, Huang H, Tanner J, et al. Considering total intracranial volume and other nuisance variables in brain voxel based morphometry in idiopathic PD. Brain Imaging and Behavior. 2018;12:1-12. Erratum in: Brain Imaging Behav. 2018;12:613.
  • Barnes J, Ridgway GR, Bartlett J, et al. Head size, age and gender adjustment in MRI studies: a necessary nuisance?. Neuroimage. 2010;53:1244-55.
  • Agosta F, Canu E, Stojković T, et al. The topography of brain damage at different stages of Parkinson's disease. Hum Brain Mapp. 2013;34:2798-807.
  • Burton EJ, McKeith IG, Burn DJ, et al. Cerebral atrophy in Parkinson's disease with and without dementia: a comparison with Alzheimer's disease, dementia with Lewy bodies and controls. Brain. 2004;127:791-800.
  • Planetta PJ, Kurani AS, Shukla P, et al. Distinct functional and macrostructural brain changes in Parkinson's disease and multiple system atrophy. Hum Brain Mapp. 2015;36:1165-79.
  • Lee EY, Sen S, Eslinger PJ, et al. Early cortical gray matter loss and cognitive correlates in non-demented Parkinson's patients. Parkinsonism Relat Disord. 2013;19:1088-93.
  • Lin CH, Chen CM, Lu MK, et al. VBM reveals brain volume differences between Parkinson's disease and essential tremor patients. Front Hum Neurosci. 2013;7:247.
  • Summerfield C, Junqué C, Tolosa E, et al. Structural brain changes in Parkinson disease with dementia: a voxel-based morphometry study. Arch Neurol. 2005;62:281-5.
  • Taal HR, Pourcain BS, Thiering E, et al. Common variants at 12q15 and 12q24 are associated with infant head circumference. Nat Genet. 2012;44:532-8.
Yıl 2025, , 245 - 250, 15.01.2025
https://doi.org/10.37990/medr.1594776

Öz

Kaynakça

  • Shareef S, Ali T, Sahin B, et al. Structural alteration of motor and sensory cortices in Parkinson's disease using magnetic resonance imaging: automatic brain segmentation. International Journal of Advanced and Applied Sciences. 2018;5:101-9.
  • Yoshida J, Oñate M, Khatami L, et al. Cerebellar contributions to the basal ganglia influence motor coordination, reward processing, and movement vigor. J Neurosci. 2022;42:8406-15.
  • Darainy M, Manning TF, Ostry DJ. Disruption of somatosensory cortex impairs motor learning and retention. J Neurophysiol. 2023;130:1521-8.
  • Gale DJ, Flanagan JR, Gallivan JP. Human somatosensory cortex is modulated during motor planning. J Neurosci. 2021;41:5909-22.
  • Nakajima T, Hosaka R, Mushiake H. Complementary roles of primate dorsal premotor and pre-supplementary motor areas to the control of motor sequences. J Neurosci. 2022;42:6946-65.
  • Andica C, Kamagata K, Hatano T, et al. Neurocognitive and psychiatric disorders‐related axonal degeneration in Parkinson's disease. J Neurosci Res. 2020;98:936-49.
  • Kumar S, Goyal L, Singh S. Tremor and rigidity in patients with Parkinson’s disease: emphasis on epidemiology, pathophysiology and contributing factors. CNS Neurol Disord Drug Targets. 2022;21:596-609.
  • Biundo R, Formento-Dojot P, Facchini S, et al. Brain volume changes in Parkinson's disease and their relationship with cognitive and behavioural abnormalities. J Neurol Sci. 2011;310:64-9.
  • Marinova D, Danovska M. The non-motor symptoms–challenge in diagnosis of Parkinson's Disease. J of IMAB. 2020;26:3469-74.
  • Permezel F, Alty J, Harding IH, Thyagarajan D. Brain networks involved in sensory perception in Parkinson’s disease: a scoping review. Brain Sci. 2023;13:1552.
  • Voevodskaya O, Simmons A, Nordenskjöld R, et al. The effects of intracranial volume adjustment approaches on multiple regional MRI volumes in healthy aging and Alzheimer's disease. Front Aging Neurosci. 2014;6:264.
  • Borghammer P, Jonsdottir KY, Cumming P, et al. Normalization in PET group comparison studies--the importance of a valid reference region. Neuroimage. 2008;40:529-40.
  • Dhamala E, Ooi LQR, Chen J, et al. Proportional intracranial volume correction differentially biases behavioral predictions across neuroanatomical features, sexes, and development. Neuroimage. 2022;260:119485.
  • Sanfilipo MP, Benedict RH, Zivadinov R, Bakshi R. Correction for intracranial volume in analysis of whole brain atrophy in multiple sclerosis: the proportion vs. residual method. Neuroimage. 2004;22:1732-43.
  • Brenneis C, Seppi K, Schocke MF, et al. Voxel-based morphometry detects cortical atrophy in the Parkinson variant of multiple system atrophy. Mov Disord. 2003;18:1132-8.
  • Goldman JG, Stebbins GT, Dinh V, et al. Visuoperceptive region atrophy independent of cognitive status in patients with Parkinson's disease with hallucinations. Brain. 2014;137:849-59.
  • González-Redondo R, García-García D, Clavero P, et al. Grey matter hypometabolism and atrophy in Parkinson's disease with cognitive impairment: a two-step process. Brain. 2014;137:2356-67.
  • Kostic VS, Agosta F, Pievani M, et al. Pattern of brain tissue loss associated with freezing of gait in Parkinson disease. Neurology. 2012;78:409-16.
  • Shao N, Yang J, Li J, Shang HF. Voxelwise meta-analysis of gray matter anomalies in progressive supranuclear palsy and Parkinson's disease using anatomic likelihood estimation. Front Hum Neurosci. 2014;8:63.
  • Zhi Y, Wang M, Yuan YS, et al. The increased gray matter volumes of precentral gyri in Parkinson's disease patients with diphasic dyskinesia. Aging (Albany NY). 2019;11:9661-71.
  • Kang D, Chen F, Wang F, et al. Brain gray matter volume changes associated with motor symptoms in patients with Parkinson's disease. Chin Neurosurg Jl. 2015;1.9.
  • Zhai H, Fan W, Xiao Y, et al. Voxel-based morphometry of grey matter structures in Parkinson's Disease with wearing-off. Brain Imaging Behav. 2023;17:725-37.
  • Xia J, Wang J, Tian W, et al. Magnetic resonance morphometry of the loss of gray matter volume in Parkinson's disease patients. Neural Regen Res. 2013;8:2557-65.
  • Peters A, Morrison JH, Rosene DL, Hyman BT. Feature article: are neurons lost from the primate cerebral cortex during normal aging?. Cereb Cortex. 1998;8:295-300.
  • Riddle DR, Sonntag WE, Lichtenwalner RJ. Microvascular plasticity in aging. Ageing Res Rev. 2003;2:149-68.
  • Piguet O, Double KL, Kril JJ, et al. White matter loss in healthy ageing: a postmortem analysis. Neurobiol Aging. 2009;30:1288-95.
  • Knutson B, Momenan R, Rawlings RR, et al. Negative association of neuroticism with brain volume ratio in healthy humans. Biol Psychiatry. 2001;50:685-90.
  • Sgouros S, Goldin JH, Hockley AD, et al. Intracranial volume change in childhood. J Neurosurg. 1999;91:610-6.
  • Wolf H, Kruggel F, Hensel A, et al. The relationship between head size and intracranial volume in elderly subjects. Brain Res. 2003;973:74-80.
  • Crowley S, Huang H, Tanner J, et al. Considering total intracranial volume and other nuisance variables in brain voxel based morphometry in idiopathic PD. Brain Imaging and Behavior. 2018;12:1-12. Erratum in: Brain Imaging Behav. 2018;12:613.
  • Barnes J, Ridgway GR, Bartlett J, et al. Head size, age and gender adjustment in MRI studies: a necessary nuisance?. Neuroimage. 2010;53:1244-55.
  • Agosta F, Canu E, Stojković T, et al. The topography of brain damage at different stages of Parkinson's disease. Hum Brain Mapp. 2013;34:2798-807.
  • Burton EJ, McKeith IG, Burn DJ, et al. Cerebral atrophy in Parkinson's disease with and without dementia: a comparison with Alzheimer's disease, dementia with Lewy bodies and controls. Brain. 2004;127:791-800.
  • Planetta PJ, Kurani AS, Shukla P, et al. Distinct functional and macrostructural brain changes in Parkinson's disease and multiple system atrophy. Hum Brain Mapp. 2015;36:1165-79.
  • Lee EY, Sen S, Eslinger PJ, et al. Early cortical gray matter loss and cognitive correlates in non-demented Parkinson's patients. Parkinsonism Relat Disord. 2013;19:1088-93.
  • Lin CH, Chen CM, Lu MK, et al. VBM reveals brain volume differences between Parkinson's disease and essential tremor patients. Front Hum Neurosci. 2013;7:247.
  • Summerfield C, Junqué C, Tolosa E, et al. Structural brain changes in Parkinson disease with dementia: a voxel-based morphometry study. Arch Neurol. 2005;62:281-5.
  • Taal HR, Pourcain BS, Thiering E, et al. Common variants at 12q15 and 12q24 are associated with infant head circumference. Nat Genet. 2012;44:532-8.
Toplam 38 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Radyoloji ve Organ Görüntüleme, Anatomi, Nöroloji ve Nöromüsküler Hastalıklar
Bölüm Özgün Makaleler
Yazarlar

Berna Doğan 0000-0002-9232-359X

Mert Nahir 0000-0002-8492-3704

Orhan Sümbül 0000-0001-7263-764X

Yayımlanma Tarihi 15 Ocak 2025
Gönderilme Tarihi 2 Aralık 2024
Kabul Tarihi 6 Ocak 2025
Yayımlandığı Sayı Yıl 2025

Kaynak Göster

AMA Doğan B, Nahir M, Sümbül O. Investigation of Normalized Volume Ratios of Motor and Sensory Cortices on Magnetic Resonance Images in Parkinson’s Disease Patients: An Automatic Brain Segmentation Study. Med Records. Ocak 2025;7(1):245-250. doi:10.37990/medr.1594776

 Chief Editors

Assoc. Prof. Zülal Öner
Address: İzmir Bakırçay University, Department of Anatomy, İzmir, Turkey

Assoc. Prof. Deniz Şenol
Address: Düzce University, Department of Anatomy, Düzce, Turkey

Editors
Assoc. Prof. Serkan Öner
İzmir Bakırçay University, Department of Radiology, İzmir, Türkiye

E-mail: medrecsjournal@gmail.com

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