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

cris.virtual.author-orcid0000-0002-1954-736X
cris.virtualsource.author-orcid3f9a732a-f351-4a2f-97a8-194ac334394c
cris.virtualsource.author-orcidba337038-1e13-4178-95a0-e89b2156d805
cris.virtualsource.author-orcidbd991341-4294-4586-b80f-40b024a93af3
cris.virtualsource.author-orcid04b125a2-21e5-4707-826d-29316769e724
datacite.rightsopen.access
dc.contributor.authorHong, Jimin
dc.contributor.authorLu, Jiaying
dc.contributor.authorLiu, Fengtao
dc.contributor.authorWang, Min
dc.contributor.authorLi, Xinyi
dc.contributor.authorClement, Christoph
dc.contributor.authorLopes, Leonor
dc.contributor.authorBrendel, Matthias
dc.contributor.authorRominger, Axel Oliver
dc.contributor.authorYen, Tzu-Chen
dc.contributor.authorGuan, Yihui
dc.contributor.authorTian, Mei
dc.contributor.authorWang, Jian
dc.contributor.authorZuo, Chuantao
dc.contributor.authorShi, Kuangyu
dc.date.accessioned2024-10-25T18:19:36Z
dc.date.available2024-10-25T18:19:36Z
dc.date.issued2023-11
dc.description.abstractBACKGROUND 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).
dc.description.sponsorshipUniversitätsklinik für Nuklearmedizin
dc.identifier.doi10.48350/187204
dc.identifier.pmid37839135
dc.identifier.publisherDOI10.1016/j.ebiom.2023.104835
dc.identifier.urihttps://boris-portal.unibe.ch/handle/20.500.12422/170681
dc.language.isoen
dc.publisherElsevier
dc.relation.ispartofEBioMedicine
dc.relation.issn2352-3964
dc.relation.organizationDCD5A442BAD5E17DE0405C82790C4DE2
dc.relation.schoolDCD5A442C27BE17DE0405C82790C4DE2
dc.subjectMachine learning Progressive supranuclear palsy Spatiotemporal trajectories [(18)F]Florzolotau tau positron emission tomography imaging
dc.subject.ddc600 - Technology::610 - Medicine & health
dc.titleUncovering distinct progression patterns of tau deposition in progressive supranuclear palsy using [18F]Florzolotau PET imaging and subtype/stage inference algorithm.
dc.typearticle
dspace.entity.typePublication
dspace.file.typetext
oaire.citation.issue104835
oaire.citation.startPage104835
oaire.citation.volume97
oairecerif.author.affiliationUniversitätsklinik für Nuklearmedizin
oairecerif.author.affiliationUniversitätsklinik für Nuklearmedizin
oairecerif.author.affiliationUniversitätsklinik für Nuklearmedizin
oairecerif.author.affiliationUniversitätsklinik für Nuklearmedizin
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unibe.date.licenseChanged2023-10-17 19:02:00
unibe.description.ispublishedpub
unibe.eprints.legacyId187204
unibe.refereedtrue
unibe.subtype.articlejournal

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