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T2 heterogeneity: a novel marker of microstructural integrity associated with cognitive decline in people with mild cognitive impairment
BACKGROUND: Early Alzheimer’s disease (AD) diagnosis is vital for development of disease-modifying therapies. Prior to significant brain tissue atrophy, several microstructural changes take place as a result of Alzheimer’s pathology. These include deposition of amyloid, tau and iron, as well as alte...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7488446/ https://www.ncbi.nlm.nih.gov/pubmed/32912337 http://dx.doi.org/10.1186/s13195-020-00672-9 |
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author | Wearn, Alfie R. Nurdal, Volkan Saunders-Jennings, Esther Knight, Michael J. Isotalus, Hanna K. Dillon, Serena Tsivos, Demitra Kauppinen, Risto A. Coulthard, Elizabeth J. |
author_facet | Wearn, Alfie R. Nurdal, Volkan Saunders-Jennings, Esther Knight, Michael J. Isotalus, Hanna K. Dillon, Serena Tsivos, Demitra Kauppinen, Risto A. Coulthard, Elizabeth J. |
author_sort | Wearn, Alfie R. |
collection | PubMed |
description | BACKGROUND: Early Alzheimer’s disease (AD) diagnosis is vital for development of disease-modifying therapies. Prior to significant brain tissue atrophy, several microstructural changes take place as a result of Alzheimer’s pathology. These include deposition of amyloid, tau and iron, as well as altered water homeostasis in tissue and some cell death. T2 relaxation time, a quantitative MRI measure, is sensitive to these changes and may be a useful non-invasive, early marker of tissue integrity which could predict conversion to dementia. We propose that different microstructural changes affect T2 in opposing ways, such that average ‘midpoint’ measures of T2 are less sensitive than measuring distribution width (heterogeneity). T2 heterogeneity in the brain may present a sensitive early marker of AD pathology. METHODS: In this cohort study, we tested 97 healthy older controls, 49 people with mild cognitive impairment (MCI) and 10 with a clinical diagnosis of AD. All participants underwent structural MRI including a multi-echo sequence for quantitative T2 assessment. Cognitive change over 1 year was assessed in 20 participants with MCI. T2 distributions were modelled in the hippocampus and thalamus using log-logistic distribution giving measures of log-median value (midpoint; T2μ) and distribution width (heterogeneity; T2σ). RESULTS: We show an increase in T2 heterogeneity (T2σ; p < .0001) in MCI compared to healthy controls, which was not seen with midpoint (T2μ; p = .149) in the hippocampus and thalamus. Hippocampal T2 heterogeneity predicted cognitive decline over 1 year in MCI participants (p = .018), but midpoint (p = .132) and volume (p = .315) did not. Age affects T2, but the effects described here are significant even after correcting for age. CONCLUSIONS: We show that T2 heterogeneity can identify subtle changes in microstructural integrity of brain tissue in MCI and predict cognitive decline over a year. We describe a new model that considers the competing effects of factors that both increase and decrease T2. These two opposing forces suggest that previous conclusions based on T2 midpoint may have obscured the true potential of T2 as a marker of subtle neuropathology. We propose that T2 heterogeneity reflects microstructural integrity with potential to be a widely used early biomarker of conditions such as AD. |
format | Online Article Text |
id | pubmed-7488446 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-74884462020-09-16 T2 heterogeneity: a novel marker of microstructural integrity associated with cognitive decline in people with mild cognitive impairment Wearn, Alfie R. Nurdal, Volkan Saunders-Jennings, Esther Knight, Michael J. Isotalus, Hanna K. Dillon, Serena Tsivos, Demitra Kauppinen, Risto A. Coulthard, Elizabeth J. Alzheimers Res Ther Research BACKGROUND: Early Alzheimer’s disease (AD) diagnosis is vital for development of disease-modifying therapies. Prior to significant brain tissue atrophy, several microstructural changes take place as a result of Alzheimer’s pathology. These include deposition of amyloid, tau and iron, as well as altered water homeostasis in tissue and some cell death. T2 relaxation time, a quantitative MRI measure, is sensitive to these changes and may be a useful non-invasive, early marker of tissue integrity which could predict conversion to dementia. We propose that different microstructural changes affect T2 in opposing ways, such that average ‘midpoint’ measures of T2 are less sensitive than measuring distribution width (heterogeneity). T2 heterogeneity in the brain may present a sensitive early marker of AD pathology. METHODS: In this cohort study, we tested 97 healthy older controls, 49 people with mild cognitive impairment (MCI) and 10 with a clinical diagnosis of AD. All participants underwent structural MRI including a multi-echo sequence for quantitative T2 assessment. Cognitive change over 1 year was assessed in 20 participants with MCI. T2 distributions were modelled in the hippocampus and thalamus using log-logistic distribution giving measures of log-median value (midpoint; T2μ) and distribution width (heterogeneity; T2σ). RESULTS: We show an increase in T2 heterogeneity (T2σ; p < .0001) in MCI compared to healthy controls, which was not seen with midpoint (T2μ; p = .149) in the hippocampus and thalamus. Hippocampal T2 heterogeneity predicted cognitive decline over 1 year in MCI participants (p = .018), but midpoint (p = .132) and volume (p = .315) did not. Age affects T2, but the effects described here are significant even after correcting for age. CONCLUSIONS: We show that T2 heterogeneity can identify subtle changes in microstructural integrity of brain tissue in MCI and predict cognitive decline over a year. We describe a new model that considers the competing effects of factors that both increase and decrease T2. These two opposing forces suggest that previous conclusions based on T2 midpoint may have obscured the true potential of T2 as a marker of subtle neuropathology. We propose that T2 heterogeneity reflects microstructural integrity with potential to be a widely used early biomarker of conditions such as AD. BioMed Central 2020-09-10 /pmc/articles/PMC7488446/ /pubmed/32912337 http://dx.doi.org/10.1186/s13195-020-00672-9 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Wearn, Alfie R. Nurdal, Volkan Saunders-Jennings, Esther Knight, Michael J. Isotalus, Hanna K. Dillon, Serena Tsivos, Demitra Kauppinen, Risto A. Coulthard, Elizabeth J. T2 heterogeneity: a novel marker of microstructural integrity associated with cognitive decline in people with mild cognitive impairment |
title | T2 heterogeneity: a novel marker of microstructural integrity associated with cognitive decline in people with mild cognitive impairment |
title_full | T2 heterogeneity: a novel marker of microstructural integrity associated with cognitive decline in people with mild cognitive impairment |
title_fullStr | T2 heterogeneity: a novel marker of microstructural integrity associated with cognitive decline in people with mild cognitive impairment |
title_full_unstemmed | T2 heterogeneity: a novel marker of microstructural integrity associated with cognitive decline in people with mild cognitive impairment |
title_short | T2 heterogeneity: a novel marker of microstructural integrity associated with cognitive decline in people with mild cognitive impairment |
title_sort | t2 heterogeneity: a novel marker of microstructural integrity associated with cognitive decline in people with mild cognitive impairment |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7488446/ https://www.ncbi.nlm.nih.gov/pubmed/32912337 http://dx.doi.org/10.1186/s13195-020-00672-9 |
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