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ORIGINAL RESEARCH article

Front. Neurol.
Sec. Dementia and Neurodegenerative Diseases
Volume 15 - 2024 | doi: 10.3389/fneur.2024.1452944

Boundary-Based Registration Improves Sensitivity for Detecting Hypoperfusion in Sporadic Frontotemporal Lobar Degeneration

Provisionally accepted
  • 1 School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, Pennsylvania, United States
  • 2 Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States
  • 3 Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States
  • 4 Memory and Aging Center, Medical Center, University of California, San Francisco, San Francisco, California, United States
  • 5 Department of Neurology and Center for Multiple Sclerosis and Autoimmune Neurology, Mayo Clinic, Rochester, Minnesota, United States
  • 6 Department of Neurology, Massachusetts General Hospital, Boston, United States
  • 7 Department of Neurology, University of Chicago, Chicago, United States
  • 8 Healthy Aging and Alzheimer's Care Center, University of Chicago, Chicago, United States

The final, formatted version of the article will be published soon.

    Introduction: Frontotemporal lobar degeneration (FTLD) is associated with FTLD due to tau (FTLD-tau) or TDP (FTLD-TDP) inclusions found at autopsy. Arterial Spin Labeling (ASL) MRI is often acquired in the same session as a structural T1-weighted image (T1w), enabling detection of regional changes in cerebral blood flow (CBF). We hypothesize that ASL-T1w registration with more degrees of freedom using boundary-based registration (BBR) will better align ASL and T1w images and show increased sensitivity to regional hypoperfusion differences compared to manual registration in patient participants. We hypothesize that hypoperfusion will be associated with a clinical measure of disease severity, the FTLD-modified clinical dementia rating scale sum-of-boxes (FTLD-CDR). Materials and Methods: Patients with sporadic likely FTLD-tau (sFTLD-tau; N=21), with sporadic likely FTLD-TDP (sFTLD-TDP; N=14), and controls (N=50) were recruited from the Connectomic Imaging in Familial and Sporadic Frontotemporal Degeneration project (FTDHCP). Pearson’s Correlation Coefficients (CC) were calculated on cortical vertex-wise CBF between each participant for each of 3 registration methods: 1) manual registration, 2) BBR initialized with manual registration (manual+BBR), 3) and BBR initialized using FLIRT (FLIRT+BBR). Mean CBF was calculated in the same regions of interest (ROIs) for each registration method after image alignment. Paired t-tests of CC values for each registration method were performed to compare alignment. Mean CBF in each ROI was compared between groups using t-tests. Differences were considered significant at p<0.05 (Bonferroni-corrected). We performed linear regression to relate FTLD-CDR to mean CBF in patients with sFTLD-tau and sFTLD-TDP, separately (p<0.05, uncorrected). Results: All registration methods demonstrated significant hypoperfusion in frontal and temporal regions in each patient group relative to controls. All registration methods detected hypoperfusion in the left insular cortex, middle temporal gyrus, and temporal pole in sFTLD-TDP relative to sFTLD-tau. FTLD-CDR had an inverse association with CBF in right temporal and orbitofrontal ROIs in sFTLD-TDP. Manual+BBR performed similarly to FLIRT+BBR. Discussion: ASL is sensitive to distinct regions of hypoperfusion in patient participants relative to controls, and in patients with sFTLD-TDP relative to sFTLD-tau, and decreasing perfusion is associated with increasing disease severity, at least in sFTLD-TDP. BBR can register ASL-T1w images adequately for controls and patients.

    Keywords: Arterial Spin Labeling, image registration, Frontotemporal Lobar Degeneration, cerebral blood flow, boundary-based registration

    Received: 21 Jun 2024; Accepted: 07 Aug 2024.

    Copyright: © 2024 Mihailescu, Hlava, Cook, Mandelli, Lee, Boeve, Dickerson, Gorno-Tempini, Rogalski, Grossman, Gee, McMillan and Olm. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

    * Correspondence: Christopher A. Olm, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, Pennsylvania, United States

    Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.