Skip to main navigation Skip to search Skip to main content

Automated Assessment of the Substantia Nigra Pars Compacta in Parkinson’s Disease: A Diffusion Tensor Imaging Study

  • N. Bergsland
  • , L. Pelizzari*
  • , M. M. Lagana
  • , Sonia Di Tella
  • , F. Rossetto
  • , R. Nemni
  • , M. Clerici
  • , F. Baglio
  • *Corresponding author
  • IRCCS Fondazione Don Carlo Gnocchi - Milano
  • SUNY Buffalo
  • University of Milan

Research output: Contribution to journalArticle

Abstract

The substantia nigra (SN) pars compacta (SNpc) and pars reticulata (SNpr) are differentially affected in Parkinson’s disease (PD). Separating the SNpc and SNpr is challenging with standard magnetic resonance imaging (MRI). Diffusion tensor imaging (DTI) allows for the characterization of SN microstructure in a non-invasive manner. In this study, 29 PD patients and 28 healthy controls (HCs) were imaged with 1.5T MRI for DTI. Images were nonlinearly registered to standard space and SNpc and SNpr DTI parameters were measured. ANCOVA and receiver operator characteristic (ROC) analyses were performed. Clinical associations were assessed with Spearman correlations. Multiple corrections were controlled for false discovery rate. PD patients presented with significantly increased SNpc axial diffusivity (AD) (1.207 ± 0.068 versus 1.156 ± 0.045, p = 0.024), with ROC analysis yielding an under the curve of 0.736. Trends with Unified Parkinson’s Disease Rating Scale (UPDRS) III scores were identified for SNpc MD (rs = 0.449), AD (rs = 0.388), and radial diffusivity (rs = 0.391) (all p < 0.1). A trend between baseline SNpr MD and H&Y change (rs = 0.563, p = 0.081) over 2.9 years of follow-up was identified (n = 14). In conclusion, SN microstructure shows robust, clinically meaningful associations in PD.
Original languageEnglish
Pages (from-to)N/A-N/A
JournalJournal of Personalized Medicine
Volume11
Issue number11
DOIs
Publication statusPublished - 2021

All Science Journal Classification (ASJC) codes

  • Medicine (miscellaneous)

Keywords

  • Diffusion tensor imaging
  • MRI
  • Parkinson’s disease
  • Substantia nigra

Fingerprint

Dive into the research topics of 'Automated Assessment of the Substantia Nigra Pars Compacta in Parkinson’s Disease: A Diffusion Tensor Imaging Study'. Together they form a unique fingerprint.

Cite this