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Magnetic Resonance Imaging–Based Assessment of Breast Cancer–Related Lymphoedema Tissue Composition

Identifieur interne : 000400 ( Main/Exploration ); précédent : 000399; suivant : 000401

Magnetic Resonance Imaging–Based Assessment of Breast Cancer–Related Lymphoedema Tissue Composition

Auteurs : Marco Borri [Royaume-Uni] ; Kristiana D. Gordon [Royaume-Uni] ; Julie C. Hughes [Royaume-Uni] ; Erica D. Scurr [Royaume-Uni] ; Dow-Mu Koh [Royaume-Uni] ; Martin O. Leach [Royaume-Uni] ; Peter S. Mortimer [Royaume-Uni] ; Maria A. Schmidt [Royaume-Uni]

Source :

RBID : PMC:5548500

Abstract

Objectives

The aim of this study was to propose a magnetic resonance imaging acquisition and analysis protocol that uses image segmentation to measure and depict fluid, fat, and muscle volumes in breast cancer–related lymphoedema (BCRL). This study also aims to compare affected and control (unaffected) arms of patients with diagnosed BCRL, providing an analysis of both the volume and the distribution of the different tissue components.

Materials and Methods

The entire arm was imaged with a fluid-sensitive STIR and a 2-point 3-dimensional T1W gradient-echo–based Dixon sequences, acquired in sagittal orientation and covering the same imaging volume. An automated image postprocessing procedure was developed to simultaneously (1) contour the external volume of the arm and the muscle fascia, allowing separation of the epifacial and subfascial volumes; and to (2) separate the voxels belonging to the muscle, fat, and fluid components. The total, subfascial, epifascial, muscle (subfascial), fluid (epifascial), and fat (epifascial) volumes were measured in 13 patients with unilateral BCRL. Affected versus unaffected volumes were compared using a 2-tailed paired t test; a value of P < 0.05 was considered to be significant. Pearson correlation was used to investigate the linear relationship between fat and fluid excess volumes. The distribution of fluid, fat, and epifascial excess volumes (affected minus unaffected) along the arm was also evaluated using dedicated tissue composition maps.

Results

Total arm, epifascial, epifascial fluid, and epifascial fat volumes were significantly different (P < 0.0005), with greater volume in the affected arms. The increase in epifascial volume (globally, 94% of the excess volume) constituted the bulk of the lymphoedematous swelling, with fat comprising the main component. The total fat excess volume summed over all patients was 2.1 times that of fluid. Furthermore, fat and fluid excess volumes were linearly correlated (Pearson r = 0.75), with the fat excess volume being greater than the fluid in 11 subjects. Differences in muscle compartment volume between affected and unaffected arms were not statistically significant, and contributed only 6% to the total excess volume. Considering the distribution of the different tissue excess volumes, fluid accumulated prevalently around the elbow, with substantial involvement of the upper arm in only 3 cases. Fat excess volume was generally greater in the upper arm; however, the relative increase in epifascial volume, which considers the total swelling relative to the original size of the arm, was in 9 cases maximal within the forearm.

Conclusions

Our measurements indicate that excess of fat within the epifascial layer was the main contributor to the swelling, even when a substantial accumulation of fluid was present. The proposed approach could be used to monitor how the internal components of BCRL evolve after presentation, to stratify patients for treatment, and to objectively assess treatment response. This methodology provides quantitative metrics not currently available during the standard clinical assessment of BCRL and shows potential for implementation in clinical practice.


Url:
DOI: 10.1097/RLI.0000000000000386
PubMed: 28538023
PubMed Central: 5548500


Affiliations:


Links toward previous steps (curation, corpus...)


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<nlm:aff id="aff1">From the *Cancer Research UK Cancer Imaging Centre, The Royal Marsden NHS Foundation Trust and The Institute of Cancer Research; †Cardiac and Vascular Sciences, St George's University of London; and ‡Skin Unit, The Royal Marsden NHS Foundation Trust, London, United Kingdom.</nlm:aff>
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<nlm:aff id="aff1">From the *Cancer Research UK Cancer Imaging Centre, The Royal Marsden NHS Foundation Trust and The Institute of Cancer Research; †Cardiac and Vascular Sciences, St George's University of London; and ‡Skin Unit, The Royal Marsden NHS Foundation Trust, London, United Kingdom.</nlm:aff>
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<name sortKey="Scurr, Erica D" sort="Scurr, Erica D" uniqKey="Scurr E" first="Erica D." last="Scurr">Erica D. Scurr</name>
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<nlm:aff id="aff1">From the *Cancer Research UK Cancer Imaging Centre, The Royal Marsden NHS Foundation Trust and The Institute of Cancer Research; †Cardiac and Vascular Sciences, St George's University of London; and ‡Skin Unit, The Royal Marsden NHS Foundation Trust, London, United Kingdom.</nlm:aff>
<country xml:lang="fr" wicri:curation="lc">Royaume-Uni</country>
<wicri:regionArea>From the *Cancer Research UK Cancer Imaging Centre, The Royal Marsden NHS Foundation Trust and The Institute of Cancer Research; †Cardiac and Vascular Sciences, St George's University of London; and ‡Skin Unit, The Royal Marsden NHS Foundation Trust, London</wicri:regionArea>
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<name sortKey="Koh, Dow Mu" sort="Koh, Dow Mu" uniqKey="Koh D" first="Dow-Mu" last="Koh">Dow-Mu Koh</name>
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<nlm:aff id="aff1">From the *Cancer Research UK Cancer Imaging Centre, The Royal Marsden NHS Foundation Trust and The Institute of Cancer Research; †Cardiac and Vascular Sciences, St George's University of London; and ‡Skin Unit, The Royal Marsden NHS Foundation Trust, London, United Kingdom.</nlm:aff>
<country xml:lang="fr" wicri:curation="lc">Royaume-Uni</country>
<wicri:regionArea>From the *Cancer Research UK Cancer Imaging Centre, The Royal Marsden NHS Foundation Trust and The Institute of Cancer Research; †Cardiac and Vascular Sciences, St George's University of London; and ‡Skin Unit, The Royal Marsden NHS Foundation Trust, London</wicri:regionArea>
<placeName>
<settlement type="city">Londres</settlement>
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<name sortKey="Leach, Martin O" sort="Leach, Martin O" uniqKey="Leach M" first="Martin O." last="Leach">Martin O. Leach</name>
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<wicri:regionArea>From the *Cancer Research UK Cancer Imaging Centre, The Royal Marsden NHS Foundation Trust and The Institute of Cancer Research; †Cardiac and Vascular Sciences, St George's University of London; and ‡Skin Unit, The Royal Marsden NHS Foundation Trust, London</wicri:regionArea>
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<name sortKey="Schmidt, Maria A" sort="Schmidt, Maria A" uniqKey="Schmidt M" first="Maria A." last="Schmidt">Maria A. Schmidt</name>
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<nlm:aff id="aff1">From the *Cancer Research UK Cancer Imaging Centre, The Royal Marsden NHS Foundation Trust and The Institute of Cancer Research; †Cardiac and Vascular Sciences, St George's University of London; and ‡Skin Unit, The Royal Marsden NHS Foundation Trust, London, United Kingdom.</nlm:aff>
<country xml:lang="fr" wicri:curation="lc">Royaume-Uni</country>
<wicri:regionArea>From the *Cancer Research UK Cancer Imaging Centre, The Royal Marsden NHS Foundation Trust and The Institute of Cancer Research; †Cardiac and Vascular Sciences, St George's University of London; and ‡Skin Unit, The Royal Marsden NHS Foundation Trust, London</wicri:regionArea>
<placeName>
<settlement type="city">Londres</settlement>
<region type="country">Angleterre</region>
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<title level="j">Investigative Radiology</title>
<idno type="ISSN">0020-9996</idno>
<idno type="eISSN">1536-0210</idno>
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<date when="2017">2017</date>
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<div type="abstract" xml:lang="en">
<title>Objectives</title>
<p>The aim of this study was to propose a magnetic resonance imaging acquisition and analysis protocol that uses image segmentation to measure and depict fluid, fat, and muscle volumes in breast cancer–related lymphoedema (BCRL). This study also aims to compare affected and control (unaffected) arms of patients with diagnosed BCRL, providing an analysis of both the volume and the distribution of the different tissue components.</p>
<sec>
<title>Materials and Methods</title>
<p>The entire arm was imaged with a fluid-sensitive STIR and a 2-point 3-dimensional T1W gradient-echo–based Dixon sequences, acquired in sagittal orientation and covering the same imaging volume. An automated image postprocessing procedure was developed to simultaneously (1) contour the external volume of the arm and the muscle fascia, allowing separation of the epifacial and subfascial volumes; and to (2) separate the voxels belonging to the muscle, fat, and fluid components. The total, subfascial, epifascial, muscle (subfascial), fluid (epifascial), and fat (epifascial) volumes were measured in 13 patients with unilateral BCRL. Affected versus unaffected volumes were compared using a 2-tailed paired
<italic>t</italic>
test; a value of
<italic>P</italic>
< 0.05 was considered to be significant. Pearson correlation was used to investigate the linear relationship between fat and fluid excess volumes. The distribution of fluid, fat, and epifascial excess volumes (affected minus unaffected) along the arm was also evaluated using dedicated tissue composition maps.</p>
</sec>
<sec>
<title>Results</title>
<p>Total arm, epifascial, epifascial fluid, and epifascial fat volumes were significantly different (
<italic>P</italic>
< 0.0005), with greater volume in the affected arms. The increase in epifascial volume (globally, 94% of the excess volume) constituted the bulk of the lymphoedematous swelling, with fat comprising the main component. The total fat excess volume summed over all patients was 2.1 times that of fluid. Furthermore, fat and fluid excess volumes were linearly correlated (Pearson
<italic>r</italic>
= 0.75), with the fat excess volume being greater than the fluid in 11 subjects. Differences in muscle compartment volume between affected and unaffected arms were not statistically significant, and contributed only 6% to the total excess volume. Considering the distribution of the different tissue excess volumes, fluid accumulated prevalently around the elbow, with substantial involvement of the upper arm in only 3 cases. Fat excess volume was generally greater in the upper arm; however, the relative increase in epifascial volume, which considers the total swelling relative to the original size of the arm, was in 9 cases maximal within the forearm.</p>
</sec>
<sec>
<title>Conclusions</title>
<p>Our measurements indicate that excess of fat within the epifascial layer was the main contributor to the swelling, even when a substantial accumulation of fluid was present. The proposed approach could be used to monitor how the internal components of BCRL evolve after presentation, to stratify patients for treatment, and to objectively assess treatment response. This methodology provides quantitative metrics not currently available during the standard clinical assessment of BCRL and shows potential for implementation in clinical practice.</p>
</sec>
</div>
</front>
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<li>Royaume-Uni</li>
</country>
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<li>Angleterre</li>
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<name sortKey="Gordon, Kristiana D" sort="Gordon, Kristiana D" uniqKey="Gordon K" first="Kristiana D." last="Gordon">Kristiana D. Gordon</name>
<name sortKey="Hughes, Julie C" sort="Hughes, Julie C" uniqKey="Hughes J" first="Julie C." last="Hughes">Julie C. Hughes</name>
<name sortKey="Koh, Dow Mu" sort="Koh, Dow Mu" uniqKey="Koh D" first="Dow-Mu" last="Koh">Dow-Mu Koh</name>
<name sortKey="Leach, Martin O" sort="Leach, Martin O" uniqKey="Leach M" first="Martin O." last="Leach">Martin O. Leach</name>
<name sortKey="Mortimer, Peter S" sort="Mortimer, Peter S" uniqKey="Mortimer P" first="Peter S." last="Mortimer">Peter S. Mortimer</name>
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<name sortKey="Scurr, Erica D" sort="Scurr, Erica D" uniqKey="Scurr E" first="Erica D." last="Scurr">Erica D. Scurr</name>
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