Are all fMRI sequences equal? An investigation into functional reproducibility in EPI and zero TE sequences for animal fMRI

Motivation: fMRI typically uses EPI; however, EPI is problematic, particularly for animal studies. Zero TE sequences offer a motion-insensitive, acoustically silent alternative to EPI. Goal(s): This study acquired and analyzed age-matched mice, scanned at 9.4T for fMRI using EPI, ZTE and SORDINO, to test the reliability and reproducibility of functional connectivity produced by each sequence. Approach: Interhemispheric differences, significance and test/retest metrics across scans were calculated for 10 key networks at a group level. Results: When compared to conventional EPI FC, zero TE sequences demonstrate similar network correlations and levels of reproducibility across scans. Thus, zero TE sequences are a feasible alternative to EPI. Impact: Validating an alternative to EPI fMRI offers researchers greater breadth in the design of their experiments; the motion insensitivity, acoustic silence and lack of susceptibility artifacts allows for more complex imaging systems, such as multi-modal setups and stimulation paradigms.

Authors

Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2025-09-16
DOI
https://doi.org/10.58530/2025/1443
Primary Topic
Machine Learning in Bioinformatics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Are all fMRI sequences equal? An investigation into functional reproducibility in EPI and zero TE sequences for animal fMRI

Wen‐Ju Pan, Shella Keilholz, Lauren Daley
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Machine Learning in Bioinformatics
article

Are all fMRI sequences equal? An investigation into functional reproducibility in EPI and zero TE sequences for animal fMRI

Wen‐Ju Pan, Shella Keilholz, Lauren Daley
article en

Abstract

Motivation: fMRI typically uses EPI; however, EPI is problematic, particularly for animal studies. Zero TE sequences offer a motion-insensitive, acoustically silent alternative to EPI. Goal(s): This study acquired and analyzed age-matched mice, scanned at 9.4T for fMRI using EPI, ZTE and SORDINO, to test the reliability and reproducibility of functional connectivity produced by each sequence. Approach: Interhemispheric differences, significance and test/retest metrics across scans were calculated for 10 key networks at a group level. Results: When compared to conventional EPI FC, zero TE sequences demonstrate similar network correlations and levels of reproducibility across scans. Thus, zero TE sequences are a feasible alternative to EPI. Impact: Validating an alternative to EPI fMRI offers researchers greater breadth in the design of their experiments; the motion insensitivity, acoustic silence and lack of susceptibility artifacts allows for more complex imaging systems, such as multi-modal setups and stimulation paradigms.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Openalex Percentile: Top 78%
Machine Learning in Bioinformatics
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.