Geometry based prediction of tau protein sites and motifs associated with misfolding and aggregation

Recent studies of tau proteins point to specific sites or motifs along the protein related to its misfolding and aggregation propensity, which is associated with neurodegenerative diseases of structure-dependent pathology. In this manuscript we employ topology and geometry to analyze the local structure of tau proteins obtained from the Protein Data Bank. Our results show that mathematical topology/geometry of cryo-EM structures alone identify the PGGG motifs, and the PHF6(*) motifs as sites of interest and reveal a geometrical hierarchy of the PGGG motifs that differs for 3R+4R and 4R tauopathies. By employing the Local Topological Free Energy (LTE), we find that progressive supranuclear palsy (PSP) and globular glial tauopathy (GGT) have the highest LTE values around residues 302-305, which are inside the jR2R3 peptide and in the vicinity of the 301 site, experimentally associated with aggregation. By extending the LTE definition to estimate a global topological free energy, we find that the jR2R3 peptide of PSP and GGT, has in fact the lowest global topological free energy among other tauopathies. These results point to a possible correlation between the global topological free energy of parts of the protein and the LTE of specific sites.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2025-03-25
DOI
https://doi.org/10.1038/s41598-025-93304-x
Citations
1
Primary Topic
Protein Structure and Dynamics
Type
article
Field-Weighted Citation Impact
0.81

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Geometry based prediction of tau protein sites and motifs associated with misfolding and aggregation

Kenneth S. Kosik, Eleni Panagiotou, Masumi Sugiyama
1 citations
Scientific Reports
Protein Structure and Dynamics
0.81
article

Geometry based prediction of tau protein sites and motifs associated with misfolding and aggregation

Kenneth S. Kosik, Eleni Panagiotou, Masumi Sugiyama
article en
1 citations

Abstract

Recent studies of tau proteins point to specific sites or motifs along the protein related to its misfolding and aggregation propensity, which is associated with neurodegenerative diseases of structure-dependent pathology. In this manuscript we employ topology and geometry to analyze the local structure of tau proteins obtained from the Protein Data Bank. Our results show that mathematical topology/geometry of cryo-EM structures alone identify the PGGG motifs, and the PHF6(*) motifs as sites of interest and reveal a geometrical hierarchy of the PGGG motifs that differs for 3R+4R and 4R tauopathies. By employing the Local Topological Free Energy (LTE), we find that progressive supranuclear palsy (PSP) and globular glial tauopathy (GGT) have the highest LTE values around residues 302-305, which are inside the jR2R3 peptide and in the vicinity of the 301 site, experimentally associated with aggregation. By extending the LTE definition to estimate a global topological free energy, we find that the jR2R3 peptide of PSP and GGT, has in fact the lowest global topological free energy among other tauopathies. These results point to a possible correlation between the global topological free energy of parts of the protein and the LTE of specific sites.

Scientific ReportsVol. 15(1)
Hiroshima University (JP), University of California, Santa Barbara (US), University of Tennessee at Chattanooga (US), Arizona State University (US)
National Science Foundation, Arizona State University, Arizona Alzheimer’s Consortium, University of Tennessee at Chattanooga, National Institutes of Health
Zero hunger
Openalex Percentile: Top 30%
Protein Structure and Dynamics
0.81
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Geometry based prediction of tau protein sites and motifs associated with misfolding and aggregation — Kenneth S. Kosik, Eleni Panagiotou, et al. · Scientific Reports (2025) | TGRS Research Map | TGRS