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Longitudinal susceptibility Mapping in Alzheimer´s Disease

Longitudinal susceptibility Mapping in Alzheimer´s Disease

Christian Langkammer (ORCID: 0000-0002-7097-9707)
  • Grant DOI 10.55776/KLI523
  • Funding program Clinical Research
  • Status ended
  • Start June 1, 2016
  • End May 31, 2020
  • Funding amount € 295,218
  • Project website
  • E-mail

Disciplines

Clinical Medicine (100%)

Keywords

    Magnetic susceptibility, MRI, Alzheimer´s disease, QSM, Iron

Abstract

Abnormally increased brain iron accumulation in deep gray matter is a common finding in Alzheimers disease (AD) and due to its paramagnetic nature, iron is changing the magnetic susceptibility of brain tissue. Recent validation studies showed that brain iron can be measured precisely by the novel MRI technique quantitative susceptibility mapping (QSM) in vivo, thus, enabling reliable and precise longitudinal investigations. Furthermore, QSM was more sensitive to disease-induced changes in Parkinsons disease and multiple sclerosis than conventional MRI techniques. We hypothesize that pathologic brain iron accumulation can be assessed with higher sensitivity with QSM than with current MRI techniques such as R2* mapping and that regional QSM is a predictor for cognitive decline and disability. We propose an explorative longitudinal study including 50 patients with AD and age-matched control subjects which will be recruited for their 2 years follow-ups from our outpatient department and undergo extensive cognitive testing and quantitative 3 Tesla MRI. Regional differences of susceptibility and R2* in deep gray matter and the neocortex will be evaluated in AD patients and controls and related to the patients cognitive status at baseline. Follow-up MRI and clinical data with multivariate regression analysis serve to investigate the dynamics of AD-related changes of susceptibility, and their relation to cognitive functioning. With this explorative longitudinal study in a large patient cohort we aim to clarify whether regional iron deposition is a cause or merely epiphenomenon of AD and if changes of magnetic susceptibility can serve as a predictive marker for AD progression.

Research institution(s)
  • Medizinische Universität Graz - 100%

Research Output

  • 697 Citations
  • 17 Publications
  • 2 Datasets & models
Publications
  • 2016
    Title Iron quantification with susceptibility
    DOI 10.1002/nbm.3534
    Type Journal Article
    Author Ropele S
    Journal NMR in Biomedicine
  • 2022
    Title Strategic white matter hyperintensity locations for cognitive impairment: A multicenter lesion-symptom mapping study in 3525 memory clinic patients
    DOI 10.1002/alz.12827
    Type Journal Article
    Author Coenen M
    Journal Alzheimer's & Dementia
    Pages 2420-2432
    Link Publication
  • 2020
    Title Cross-sectional and Longitudinal Assessment of Brain Iron Level in Alzheimer Disease Using 3-T MRI
    DOI 10.1148/radiol.2020192541
    Type Journal Article
    Author Damulina A
    Journal Radiology
    Pages 192541
  • 2022
    Title Interpretable brain disease classification and relevance-guided deep learning
    DOI 10.1038/s41598-022-24541-7
    Type Journal Article
    Author Tinauer C
    Journal Scientific Reports
    Pages 20254
    Link Publication
  • 2021
    Title Interpretable Brain Disease Classification and Relevance-Guided Deep Learning
    DOI 10.1101/2021.09.09.21263013
    Type Preprint
    Author Tinauer C
    Pages 2021.09.09.21263013
    Link Publication
  • 2017
    Title Quantitative susceptibility mapping: Report from the 2016 reconstruction challenge
    DOI 10.1002/mrm.26830
    Type Journal Article
    Author Langkammer C
    Journal Magnetic Resonance in Medicine
    Pages 1661-1673
    Link Publication
  • 2018
    Title DeepQSM - Using Deep Learning to Solve the Dipole Inversion for MRI Susceptibility Mapping
    DOI 10.1101/278036
    Type Preprint
    Author Rasmussen K
    Pages 278036
    Link Publication
  • 2024
    Title Amyloid pathology and vascular risk are associated with distinct patterns of cerebral white matter hyperintensities: A multicenter study in 3132 memory clinic patients
    DOI 10.1002/alz.13765
    Type Journal Article
    Author Biesbroek J
    Journal Alzheimer's & Dementia
    Pages 2980-2989
    Link Publication
  • 2022
    Title Heritability of R2* iron in the basal ganglia and cortex
    DOI 10.18632/aging.204212
    Type Journal Article
    Author Hofer E
    Journal Aging (Albany NY)
    Pages 6415-6426
    Link Publication
  • 2020
    Title The 2016 QSM Challenge: Lessons learned and considerations for a future challenge design
    DOI 10.1002/mrm.28185
    Type Journal Article
    Author Milovic C
    Journal Magnetic Resonance in Medicine
    Pages 1624-1637
    Link Publication
  • 2020
    Title Adaptive slice-specific z-shimming for 2D spoiled gradient-echo sequences
    DOI 10.1002/mrm.28468
    Type Journal Article
    Author Soellradl M
    Journal Magnetic Resonance in Medicine
    Pages 818-830
    Link Publication
  • 2019
    Title SHARQnet - Sophisticated Harmonic Artifact Reduction in Quantitative Susceptibility Mapping using a Deep Convolutional Neural Network
    DOI 10.1101/522151
    Type Preprint
    Author Bollmann S
    Pages 522151
    Link Publication
  • 2019
    Title White Matter Hyperintensities in Alzheimer’s Disease: A Lesion Probability Mapping Study
    DOI 10.3233/jad-180982
    Type Journal Article
    Author Damulina A
    Journal Journal of Alzheimer's Disease
    Pages 789-796
  • 2019
    Title SHARQnet – Sophisticated harmonic artifact reduction in quantitative susceptibility mapping using a deep convolutional neural network
    DOI 10.1016/j.zemedi.2019.01.001
    Type Journal Article
    Author Bollmann S
    Journal Zeitschrift für Medizinische Physik
    Pages 139-149
    Link Publication
  • 2019
    Title Assessment and correction of macroscopic field variations in 2D spoiled gradient-echo sequences
    DOI 10.1002/mrm.28139
    Type Journal Article
    Author Soellradl M
    Journal Magnetic Resonance in Medicine
    Pages 620-633
    Link Publication
  • 2023
    Title Spatial distributions of white matter hyperintensities on brain MRI: A pooled analysis of individual participant data from 11 memory clinic cohorts
    DOI 10.1016/j.nicl.2023.103547
    Type Journal Article
    Author Coenen M
    Journal NeuroImage: Clinical
    Pages 103547
    Link Publication
  • 2016
    Title Quantitative Susceptibility Mapping in Parkinson's Disease
    DOI 10.1371/journal.pone.0162460
    Type Journal Article
    Author Langkammer C
    Journal PLOS ONE
    Link Publication
Datasets & models
  • 2020 Link
    Title Example data set for 2D adaptive slice-specific z-shimming
    DOI 10.5281/zenodo.4044429
    Type Database/Collection of data
    Public Access
    Link Link
  • 2020 Link
    Title Example data set for 2D adaptive slice-specific z-shimming
    DOI 10.5281/zenodo.4044428
    Type Database/Collection of data
    Public Access
    Link Link

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