Uncovering distinct progression patterns of tau deposition in progressive supranuclear palsy using [18F]Florzolotau PET imaging and subtype/stage inference algorithm.

Hong, Jimin; Lu, Jiaying; Liu, Fengtao; Wang, Min; Li, Xinyi; Clement, Christoph; Lopes, Leonor; Brendel, Matthias; Rominger, Axel; Yen, Tzu-Chen; Guan, Yihui; Tian, Mei; Wang, Jian; Zuo, Chuantao; Shi, Kuangyu (2023). Uncovering distinct progression patterns of tau deposition in progressive supranuclear palsy using [18F]Florzolotau PET imaging and subtype/stage inference algorithm. EBioMedicine, 97(104835), p. 104835. Elsevier 10.1016/j.ebiom.2023.104835

[img]
Preview
Text
1-s2.0-S2352396423004012-main.pdf - Published Version
Available under License Creative Commons: Attribution-Noncommercial-No Derivative Works (CC-BY-NC-ND).

Download (1MB) | Preview

BACKGROUND

Progressive supranuclear palsy (PSP) is a primary 4-repeat tauopathy with diverse clinical phenotypes. Previous post-mortem studies examined tau deposition sequences in PSP, but in vivo scrutiny is lacking.

METHODS

We conducted [18F]Florzolotau tau positron emission tomography (PET) scans on 148 patients who were clinically diagnosed with PSP and 20 healthy controls. We employed the Subtype and Stage Inference (SuStaIn) algorithm to identify PSP subtype/stage and related tau patterns, comparing clinical features across subtypes and assessing PSP stage-clinical severity association. We also evaluated functional connectivity differences among subtypes through resting-state functional magnetic resonance imaging.

FINDINGS

We identified two distinct subtypes of PSP: Subtype1 and Subtype2. Subtype1 typically exhibits a sequential progression of the disease, starting from subcortical and gradually moving to cortical regions. Conversely, Subtype2 is characterized by an early, simultaneous onset in both regions. Interestingly, once the disease is initiated, Subtype1 tends to spread more rapidly within each region compared to Subtype2. Individuals categorized as Subtype2 are generally older and exhibit less severe dysfunctions in areas such as cognition, bulbar, limb motor, and general motor functions compared to those with Subtype1. Moreover, they have a more favorable prognosis in terms of limb motor function. We found significant correlations between several clinical variables and the identified PSP SuStaIn stages. Furthermore, Subtype2 displayed a remarkable reduction in functional connectivity compared to Subtype1.

INTERPRETATION

We present the evidence of distinct in vivo spatiotemporal tau trajectories in PSP. Our findings can contribute to precision medicine advancements for PSP.

FUNDING

This work was supported by grants from the National Natural Science Foundation of China (number 82272039, 81971641, 82021002, and 92249302); Swiss National Science Foundation (number 188350); the STI2030-Major Project of China (number 2022ZD0211600); the Clinical Research Plan of Shanghai Hospital Development Center of China (number SHDC2020CR1038B); and the National Key R&D Program of China (number 2022YFC2009902, 2022YFC2009900), the China Scholarship Council (number 202006100181); the Deutsche Forschungsgemeinschaft (DFG) under Germany's Excellence Strategy within the framework of the Munich Cluster for Systems Neurology (EXC 2145 SyNergy, ID 390857198).

Item Type:

Journal Article (Original Article)

Division/Institute:

04 Faculty of Medicine > Department of Radiology, Neuroradiology and Nuclear Medicine (DRNN) > Clinic of Nuclear Medicine

Graduate School:

Graduate School for Cellular and Biomedical Sciences (GCB)

UniBE Contributor:

Hong, Jimin, Lu, Jiaying, Rominger, Axel Oliver, Shi, Kuangyu

Subjects:

600 Technology > 610 Medicine & health

ISSN:

2352-3964

Publisher:

Elsevier

Language:

English

Submitter:

Pubmed Import

Date Deposited:

17 Oct 2023 15:37

Last Modified:

12 Nov 2023 00:17

Publisher DOI:

10.1016/j.ebiom.2023.104835

PubMed ID:

37839135

Uncontrolled Keywords:

Machine learning Progressive supranuclear palsy Spatiotemporal trajectories [(18)F]Florzolotau tau positron emission tomography imaging

BORIS DOI:

10.48350/187204

URI:

https://boris.unibe.ch/id/eprint/187204

Actions (login required)

Edit item Edit item
Provide Feedback