Free water imaging unravels unique patterns of longitudinal structural brain changes in Parkinson's disease subtypes

被引:0
|
作者
Bower, Abigail E. [1 ]
Crisomia, Sophia J. [1 ]
Chung, Jae Woo [2 ]
Martello, Justin P. [3 ]
Burciu, Roxana G. [1 ]
机构
[1] Univ Delaware, Dept Kinesiol & Appl Physiol, Newark, DE 19716 USA
[2] Univ Minnesota, Dept Neurol, Minneapolis, MN USA
[3] Christiana Care Hlth Syst, Dept Neurosci, Newark, DE USA
来源
FRONTIERS IN NEUROLOGY | 2023年 / 14卷
关键词
Parkinson's disease; TD; PIGD; DTI; progression; BASAL GANGLIA; POSTURAL INSTABILITY; PROGRESSION MARKER; NONMOTOR SYMPTOMS; MOTOR SUBTYPES; DISORDERS; DECLINE; ATROPHY; CORTEX;
D O I
10.3389/fneur.2023.1278065
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
BackgroundResearch shows that individuals with Parkinson's disease (PD) who have a postural instability and gait difficulties (PIGD) subtype have a faster disease progression compared to those with a tremor dominant (TD) subtype. Nevertheless, our understanding of the structural brain changes contributing to these clinical differences remains limited, primarily because many brain imaging techniques are only capable of detecting changes in the later stages of the disease.ObjectiveFree water (FW) has emerged as a robust progression marker in several studies, showing increased values in the posterior substantia nigra that predict symptom worsening. Here, we examined longitudinal FW changes in TD and PIGD across multiple brain regions.MethodsParticipants were TD and PIGD enrolled in the Parkinson's Progression Marker Initiative (PPMI) study who underwent diffusion MRI at baseline and 2 years later. FW changes were quantified for regions of interest (ROI) within the basal ganglia, thalamus, brainstem, and cerebellum.ResultsBaseline FW in all ROIs did not differ between groups. Over 2 years, PIGD had a greater percentage increase in FW in the putamen, globus pallidus, and cerebellar lobule V. A logistic regression model incorporating percent change in motor scores and FW in these brain regions achieved 91.4% accuracy in discriminating TD and PIGD, surpassing models based solely on clinical measures (74.3%) or imaging (76.1%).ConclusionThe results further suggest the use of FW to study disease progression in PD and provide insight into the differential course of brain changes in early-stage PD subtypes.
引用
收藏
页数:11
相关论文
共 50 条
  • [31] Longitudinal structural and functional brain alterations in Parkinson's disease patients with freezing of gait
    Piramide, Noemi
    Agosta, Federica
    Sarasso, Elisabetta
    Stojkovic, Tanja
    Stankovic, Iva
    Basaia, Silvia
    Tomic, Aleksandra
    Markovic, Vladana
    Stefanova, Elka
    Kostic, Vladimir
    Filippi, Massimo
    JOURNAL OF THE NEUROLOGICAL SCIENCES, 2021, 429
  • [32] Microstructure of Brain Nuclei in Early Parkinson's Disease: Longitudinal Diffusion Kurtosis Imaging
    Welton, Thomas
    Hartono, Septian
    Shih, Yao-Chia
    Lee, Weiling
    Chai, Pik Hsien
    Chong, Say Lee
    Ng, Samuel Yong Ern
    Chia, Nicole Shuang Yu
    Choi, Xinyi
    Heng, Dede Liana
    Tan, Eng-King
    Tan, Louis C. S.
    Chan, Ling-Ling
    JOURNAL OF PARKINSONS DISEASE, 2023, 13 (02) : 233 - 242
  • [33] Brain structural and functional changes associated with frequent falls in Parkinson's disease
    Otomune, H.
    Mihara, M.
    Fujimoto, H.
    Kajiyama, Y.
    Konaka, K.
    Mitani, Y.
    Revankar, G.
    Mochizuki, H.
    MOVEMENT DISORDERS, 2017, 32
  • [34] Structural changes of the substantia nigra in Parkinson's disease as revealed by MR imaging
    Hutchinson, M
    Raff, U
    AMERICAN JOURNAL OF NEURORADIOLOGY, 2000, 21 (04) : 697 - 701
  • [35] Cerebrospinal fluid A levels correlate with structural brain changes in Parkinson's disease
    Beyer, Mona K.
    Alves, Guido
    Hwang, Kristy S.
    Babakchanian, Sona
    Bronnick, Kolbjorn S.
    Chou, Yi-Yu
    Dalaker, Turi O.
    Kurz, Martin W.
    Larsen, Jan P.
    Somme, Johanne H.
    Thompson, Paul M.
    Tysnes, Ole-Bjorn
    Apostolova, Liana G.
    MOVEMENT DISORDERS, 2013, 28 (03) : 302 - 310
  • [36] Diffusion Kurtosis Imaging for Detection of Early Brain Changes in Parkinson's Disease
    Guan, Jitian
    Ma, Xilun
    Geng, Yiqun
    Qi, Dan
    Shen, Yuanyu
    Shen, Zhiwei
    Chen, Yanzi
    Wu, Erxi
    Wu, Renhua
    FRONTIERS IN NEUROLOGY, 2019, 10
  • [37] Longitudinal changes in brain network activation during sequential reaching in Parkinson's disease
    Carbon, M
    Ghilardi, MF
    Moeller, J
    Dhawan, V
    Eidelberg, D
    MOVEMENT DISORDERS, 2006, 21 : S83 - S83
  • [38] Early Parkinson's disease: Longitudinal changes in brain activity during sequence learning
    Carbon, Maren
    Reetz, Kathrin
    Ghilardi, M. Felice
    Dhawan, Vijay
    Eidelberg, David
    NEUROBIOLOGY OF DISEASE, 2010, 37 (02) : 455 - 460
  • [39] Structural brain changes following subthalamic nucleus deep brain stimulation in Parkinson's disease
    Sankar, Tejas
    Li, Stanley X.
    Obuchi, Toshiki
    Fasano, Alfonso
    Cohn, Melanie
    Hodaie, Mojgan
    Chakravarty, M. Mallar
    Lozano, Andres M.
    MOVEMENT DISORDERS, 2016, 31 (09) : 1423 - 1425
  • [40] Changes in motor subtypes in a Mexican Parkinson's disease cohort
    Eisinger, Robert
    Cervantes-Arriaga, Amin
    Rodriguez-Violante, Mayela
    Martinez-Ramirez, Daniel
    NEUROLOGY, 2018, 90