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Patterns of Obesity and Lymph Fluid Level during the First Year of Breast Cancer Treatment: A Prospective Study

Identifieur interne : 000362 ( Pmc/Corpus ); précédent : 000361; suivant : 000363

Patterns of Obesity and Lymph Fluid Level during the First Year of Breast Cancer Treatment: A Prospective Study

Auteurs : Mei R. Fu ; Deborah Axelrod ; Amber A. Guth ; Jason Fletcher ; Jeanna M. Qiu ; Joan Scagliola ; Robin Kleinman ; Caitlin E. Ryan ; Nicholas Chan ; Judith Haber

Source :

RBID : PMC:4600151

Abstract

Obesity is one of the risk factors for developing lymphedema following breast cancer treatment. We prospectively enrolled 140 women and followed the participants for 12 months after surgery to investigate patterns of obesity and lymph fluid level in the first year of cancer treatment. Electrical bioimpedance devices were used to measure weight, BMI, and percent of body fat as well as lymph fluid level. General instructions were given to the participants on maintaining pre-surgery weight. Among the 140 participants, 136 completed the study with 2.9% attrition. More than 60% of the participants were obese (30.8%) or overweight (32.4%), while only two participants were underweight and about 35% had normal weight. This pattern of obesity and overweight was consistent at 4–8 weeks and 12 months post-surgery. At 12 months post-surgery, the majority of the women (72.1%) maintained pre-surgery weight and 15.4% had >5% weight loss; 12.5% of the women increase >5% of their weight. Significantly more patients in the obesity group had lymphedema defined by L-Dex ratio >7.1 than those in the normal/underweight and overweight group at pre-surgery and 4–8 weeks post-surgery. There was a trend of more patients in the obesity group had L-Dex ratio >7.1 at 12 months post-surgery. Obesity and overweight remain among women at the time of cancer diagnosis and the patterns of obesity and overweight continue during the first year of treatment. General instructions on having nutrition-balanced and portion-appropriate diet and physical activities daily or weekly can be effective to maintain pre-surgery weight.


Url:
DOI: 10.3390/jpm5030326
PubMed: 26404383
PubMed Central: 4600151

Links to Exploration step

PMC:4600151

Le document en format XML

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<name sortKey="Ryan, Caitlin E" sort="Ryan, Caitlin E" uniqKey="Ryan C" first="Caitlin E." last="Ryan">Caitlin E. Ryan</name>
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(J.F.);
<email>qiujeanna@gmail.com</email>
(J.M.Q.);
<email>cer365@nyu.edu</email>
(C.E.R.);
<email>chilok91@gmail.com</email>
(N.C.);
<email>jh33@nyu.edu</email>
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<email>jason.fletcher@nyu.edu</email>
(J.F.);
<email>qiujeanna@gmail.com</email>
(J.M.Q.);
<email>cer365@nyu.edu</email>
(C.E.R.);
<email>chilok91@gmail.com</email>
(N.C.);
<email>jh33@nyu.edu</email>
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<nlm:aff id="af1-jpm-05-00326">College of Nursing, New York University, 433 First Avenue, New York, NY 10010, USA; E-Mails:
<email>jason.fletcher@nyu.edu</email>
(J.F.);
<email>qiujeanna@gmail.com</email>
(J.M.Q.);
<email>cer365@nyu.edu</email>
(C.E.R.);
<email>chilok91@gmail.com</email>
(N.C.);
<email>jh33@nyu.edu</email>
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<title xml:lang="en" level="a" type="main">Patterns of Obesity and Lymph Fluid Level during the First Year of Breast Cancer Treatment: A Prospective Study</title>
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<name sortKey="Fu, Mei R" sort="Fu, Mei R" uniqKey="Fu M" first="Mei R." last="Fu">Mei R. Fu</name>
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<nlm:aff id="af1-jpm-05-00326">College of Nursing, New York University, 433 First Avenue, New York, NY 10010, USA; E-Mails:
<email>jason.fletcher@nyu.edu</email>
(J.F.);
<email>qiujeanna@gmail.com</email>
(J.M.Q.);
<email>cer365@nyu.edu</email>
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<name sortKey="Axelrod, Deborah" sort="Axelrod, Deborah" uniqKey="Axelrod D" first="Deborah" last="Axelrod">Deborah Axelrod</name>
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<nlm:aff id="af2-jpm-05-00326">Department of Surgery, School of Medicine, New York University, 160 East 34 Street, New York, NY 10016, USA; E-Mails:
<email>Deborah.Axelrod@nyumc.org</email>
(D.A.);
<email>Amber.Guth@nyumc.org</email>
(A.A.G.)</nlm:aff>
</affiliation>
<affiliation>
<nlm:aff id="af3-jpm-05-00326">NYU Laura and Isaac Perlmutter Cancer Center, 160 East 34 Street, New York, NY 10016, USA; E-Mails:
<email>joan.scagliola@nyumc.org</email>
(J.S.);
<email>Robin.Kleinman@nyumc.org</email>
(R.K.)</nlm:aff>
</affiliation>
</author>
<author>
<name sortKey="Guth, Amber A" sort="Guth, Amber A" uniqKey="Guth A" first="Amber A." last="Guth">Amber A. Guth</name>
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<nlm:aff id="af2-jpm-05-00326">Department of Surgery, School of Medicine, New York University, 160 East 34 Street, New York, NY 10016, USA; E-Mails:
<email>Deborah.Axelrod@nyumc.org</email>
(D.A.);
<email>Amber.Guth@nyumc.org</email>
(A.A.G.)</nlm:aff>
</affiliation>
<affiliation>
<nlm:aff id="af3-jpm-05-00326">NYU Laura and Isaac Perlmutter Cancer Center, 160 East 34 Street, New York, NY 10016, USA; E-Mails:
<email>joan.scagliola@nyumc.org</email>
(J.S.);
<email>Robin.Kleinman@nyumc.org</email>
(R.K.)</nlm:aff>
</affiliation>
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<name sortKey="Fletcher, Jason" sort="Fletcher, Jason" uniqKey="Fletcher J" first="Jason" last="Fletcher">Jason Fletcher</name>
<affiliation>
<nlm:aff id="af1-jpm-05-00326">College of Nursing, New York University, 433 First Avenue, New York, NY 10010, USA; E-Mails:
<email>jason.fletcher@nyu.edu</email>
(J.F.);
<email>qiujeanna@gmail.com</email>
(J.M.Q.);
<email>cer365@nyu.edu</email>
(C.E.R.);
<email>chilok91@gmail.com</email>
(N.C.);
<email>jh33@nyu.edu</email>
(J.H.)</nlm:aff>
</affiliation>
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<name sortKey="Qiu, Jeanna M" sort="Qiu, Jeanna M" uniqKey="Qiu J" first="Jeanna M." last="Qiu">Jeanna M. Qiu</name>
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<nlm:aff id="af1-jpm-05-00326">College of Nursing, New York University, 433 First Avenue, New York, NY 10010, USA; E-Mails:
<email>jason.fletcher@nyu.edu</email>
(J.F.);
<email>qiujeanna@gmail.com</email>
(J.M.Q.);
<email>cer365@nyu.edu</email>
(C.E.R.);
<email>chilok91@gmail.com</email>
(N.C.);
<email>jh33@nyu.edu</email>
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</affiliation>
</author>
<author>
<name sortKey="Scagliola, Joan" sort="Scagliola, Joan" uniqKey="Scagliola J" first="Joan" last="Scagliola">Joan Scagliola</name>
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<nlm:aff id="af3-jpm-05-00326">NYU Laura and Isaac Perlmutter Cancer Center, 160 East 34 Street, New York, NY 10016, USA; E-Mails:
<email>joan.scagliola@nyumc.org</email>
(J.S.);
<email>Robin.Kleinman@nyumc.org</email>
(R.K.)</nlm:aff>
</affiliation>
</author>
<author>
<name sortKey="Kleinman, Robin" sort="Kleinman, Robin" uniqKey="Kleinman R" first="Robin" last="Kleinman">Robin Kleinman</name>
<affiliation>
<nlm:aff id="af3-jpm-05-00326">NYU Laura and Isaac Perlmutter Cancer Center, 160 East 34 Street, New York, NY 10016, USA; E-Mails:
<email>joan.scagliola@nyumc.org</email>
(J.S.);
<email>Robin.Kleinman@nyumc.org</email>
(R.K.)</nlm:aff>
</affiliation>
</author>
<author>
<name sortKey="Ryan, Caitlin E" sort="Ryan, Caitlin E" uniqKey="Ryan C" first="Caitlin E." last="Ryan">Caitlin E. Ryan</name>
<affiliation>
<nlm:aff id="af1-jpm-05-00326">College of Nursing, New York University, 433 First Avenue, New York, NY 10010, USA; E-Mails:
<email>jason.fletcher@nyu.edu</email>
(J.F.);
<email>qiujeanna@gmail.com</email>
(J.M.Q.);
<email>cer365@nyu.edu</email>
(C.E.R.);
<email>chilok91@gmail.com</email>
(N.C.);
<email>jh33@nyu.edu</email>
(J.H.)</nlm:aff>
</affiliation>
</author>
<author>
<name sortKey="Chan, Nicholas" sort="Chan, Nicholas" uniqKey="Chan N" first="Nicholas" last="Chan">Nicholas Chan</name>
<affiliation>
<nlm:aff id="af1-jpm-05-00326">College of Nursing, New York University, 433 First Avenue, New York, NY 10010, USA; E-Mails:
<email>jason.fletcher@nyu.edu</email>
(J.F.);
<email>qiujeanna@gmail.com</email>
(J.M.Q.);
<email>cer365@nyu.edu</email>
(C.E.R.);
<email>chilok91@gmail.com</email>
(N.C.);
<email>jh33@nyu.edu</email>
(J.H.)</nlm:aff>
</affiliation>
</author>
<author>
<name sortKey="Haber, Judith" sort="Haber, Judith" uniqKey="Haber J" first="Judith" last="Haber">Judith Haber</name>
<affiliation>
<nlm:aff id="af1-jpm-05-00326">College of Nursing, New York University, 433 First Avenue, New York, NY 10010, USA; E-Mails:
<email>jason.fletcher@nyu.edu</email>
(J.F.);
<email>qiujeanna@gmail.com</email>
(J.M.Q.);
<email>cer365@nyu.edu</email>
(C.E.R.);
<email>chilok91@gmail.com</email>
(N.C.);
<email>jh33@nyu.edu</email>
(J.H.)</nlm:aff>
</affiliation>
</author>
</analytic>
<series>
<title level="j">Journal of Personalized Medicine</title>
<idno type="eISSN">2075-4426</idno>
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<date when="2015">2015</date>
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<div type="abstract" xml:lang="en">
<p>Obesity is one of the risk factors for developing lymphedema following breast cancer treatment. We prospectively enrolled 140 women and followed the participants for 12 months after surgery to investigate patterns of obesity and lymph fluid level in the first year of cancer treatment. Electrical bioimpedance devices were used to measure weight, BMI, and percent of body fat as well as lymph fluid level. General instructions were given to the participants on maintaining pre-surgery weight. Among the 140 participants, 136 completed the study with 2.9% attrition. More than 60% of the participants were obese (30.8%) or overweight (32.4%), while only two participants were underweight and about 35% had normal weight. This pattern of obesity and overweight was consistent at 4–8 weeks and 12 months post-surgery. At 12 months post-surgery, the majority of the women (72.1%) maintained pre-surgery weight and 15.4% had >5% weight loss; 12.5% of the women increase >5% of their weight. Significantly more patients in the obesity group had lymphedema defined by L-Dex ratio >7.1 than those in the normal/underweight and overweight group at pre-surgery and 4–8 weeks post-surgery. There was a trend of more patients in the obesity group had L-Dex ratio >7.1 at 12 months post-surgery. Obesity and overweight remain among women at the time of cancer diagnosis and the patterns of obesity and overweight continue during the first year of treatment. General instructions on having nutrition-balanced and portion-appropriate diet and physical activities daily or weekly can be effective to maintain pre-surgery weight.</p>
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<pmc article-type="research-article">
<pmc-dir>properties open_access</pmc-dir>
<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">J Pers Med</journal-id>
<journal-id journal-id-type="iso-abbrev">J Pers Med</journal-id>
<journal-id journal-id-type="publisher-id">jpm</journal-id>
<journal-title-group>
<journal-title>Journal of Personalized Medicine</journal-title>
</journal-title-group>
<issn pub-type="epub">2075-4426</issn>
<publisher>
<publisher-name>MDPI</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="pmid">26404383</article-id>
<article-id pub-id-type="pmc">4600151</article-id>
<article-id pub-id-type="doi">10.3390/jpm5030326</article-id>
<article-id pub-id-type="publisher-id">jpm-05-00326</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Article</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Patterns of Obesity and Lymph Fluid Level during the First Year of Breast Cancer Treatment: A Prospective Study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Fu</surname>
<given-names>Mei R.</given-names>
</name>
<xref ref-type="aff" rid="af1-jpm-05-00326">1</xref>
<xref rid="c1-jpm-05-00326" ref-type="corresp">*</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Axelrod</surname>
<given-names>Deborah</given-names>
</name>
<xref ref-type="aff" rid="af2-jpm-05-00326">2</xref>
<xref ref-type="aff" rid="af3-jpm-05-00326">3</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Guth</surname>
<given-names>Amber A.</given-names>
</name>
<xref ref-type="aff" rid="af2-jpm-05-00326">2</xref>
<xref ref-type="aff" rid="af3-jpm-05-00326">3</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fletcher</surname>
<given-names>Jason</given-names>
</name>
<xref ref-type="aff" rid="af1-jpm-05-00326">1</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Qiu</surname>
<given-names>Jeanna M.</given-names>
</name>
<xref ref-type="aff" rid="af1-jpm-05-00326">1</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Scagliola</surname>
<given-names>Joan</given-names>
</name>
<xref ref-type="aff" rid="af3-jpm-05-00326">3</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kleinman</surname>
<given-names>Robin</given-names>
</name>
<xref ref-type="aff" rid="af3-jpm-05-00326">3</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ryan</surname>
<given-names>Caitlin E.</given-names>
</name>
<xref ref-type="aff" rid="af1-jpm-05-00326">1</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chan</surname>
<given-names>Nicholas</given-names>
</name>
<xref ref-type="aff" rid="af1-jpm-05-00326">1</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Haber</surname>
<given-names>Judith</given-names>
</name>
<xref ref-type="aff" rid="af1-jpm-05-00326">1</xref>
</contrib>
</contrib-group>
<contrib-group>
<contrib contrib-type="editor">
<name>
<surname>Armer</surname>
<given-names>Jane M.</given-names>
</name>
<role>Academic Editor</role>
</contrib>
</contrib-group>
<aff id="af1-jpm-05-00326">
<label>1</label>
College of Nursing, New York University, 433 First Avenue, New York, NY 10010, USA; E-Mails:
<email>jason.fletcher@nyu.edu</email>
(J.F.);
<email>qiujeanna@gmail.com</email>
(J.M.Q.);
<email>cer365@nyu.edu</email>
(C.E.R.);
<email>chilok91@gmail.com</email>
(N.C.);
<email>jh33@nyu.edu</email>
(J.H.)</aff>
<aff id="af2-jpm-05-00326">
<label>2</label>
Department of Surgery, School of Medicine, New York University, 160 East 34 Street, New York, NY 10016, USA; E-Mails:
<email>Deborah.Axelrod@nyumc.org</email>
(D.A.);
<email>Amber.Guth@nyumc.org</email>
(A.A.G.)</aff>
<aff id="af3-jpm-05-00326">
<label>3</label>
NYU Laura and Isaac Perlmutter Cancer Center, 160 East 34 Street, New York, NY 10016, USA; E-Mails:
<email>joan.scagliola@nyumc.org</email>
(J.S.);
<email>Robin.Kleinman@nyumc.org</email>
(R.K.)</aff>
<author-notes>
<corresp id="c1-jpm-05-00326">
<label>*</label>
Author to whom correspondence should be addressed; E-Mail:
<email>mf67@nyu.edu</email>
; Tel.: +1-212-998-5314; Fax: +1-212-995-3143.</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>9</month>
<year>2015</year>
</pub-date>
<pub-date pub-type="collection">
<month>9</month>
<year>2015</year>
</pub-date>
<volume>5</volume>
<issue>3</issue>
<fpage>326</fpage>
<lpage>340</lpage>
<history>
<date date-type="received">
<day>25</day>
<month>6</month>
<year>2015</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>8</month>
<year>2015</year>
</date>
</history>
<permissions>
<copyright-statement>© 2015 by the authors; licensee MDPI, Basel, Switzerland.</copyright-statement>
<copyright-year>2015</copyright-year>
<license>
<license-p>
<pmc-comment>CREATIVE COMMONS</pmc-comment>
This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (
<ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">http://creativecommons.org/licenses/by/4.0/</ext-link>
).</license-p>
</license>
</permissions>
<abstract>
<p>Obesity is one of the risk factors for developing lymphedema following breast cancer treatment. We prospectively enrolled 140 women and followed the participants for 12 months after surgery to investigate patterns of obesity and lymph fluid level in the first year of cancer treatment. Electrical bioimpedance devices were used to measure weight, BMI, and percent of body fat as well as lymph fluid level. General instructions were given to the participants on maintaining pre-surgery weight. Among the 140 participants, 136 completed the study with 2.9% attrition. More than 60% of the participants were obese (30.8%) or overweight (32.4%), while only two participants were underweight and about 35% had normal weight. This pattern of obesity and overweight was consistent at 4–8 weeks and 12 months post-surgery. At 12 months post-surgery, the majority of the women (72.1%) maintained pre-surgery weight and 15.4% had >5% weight loss; 12.5% of the women increase >5% of their weight. Significantly more patients in the obesity group had lymphedema defined by L-Dex ratio >7.1 than those in the normal/underweight and overweight group at pre-surgery and 4–8 weeks post-surgery. There was a trend of more patients in the obesity group had L-Dex ratio >7.1 at 12 months post-surgery. Obesity and overweight remain among women at the time of cancer diagnosis and the patterns of obesity and overweight continue during the first year of treatment. General instructions on having nutrition-balanced and portion-appropriate diet and physical activities daily or weekly can be effective to maintain pre-surgery weight.</p>
</abstract>
<kwd-group>
<kwd>body mass index</kwd>
<kwd>breast cancer</kwd>
<kwd>lymphedema</kwd>
<kwd>lymph fluid</kwd>
<kwd>obesity</kwd>
<kwd>overweight</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="sec1-jpm-05-00326">
<title>1. Introduction</title>
<p>Worldwide obesity and breast cancer prevalence continues increasing [
<xref rid="B1-jpm-05-00326" ref-type="bibr">1</xref>
,
<xref rid="B2-jpm-05-00326" ref-type="bibr">2</xref>
].Obesity, as defined by body mass index [kg/m
<sup>2</sup>
] (BMI), is one of the established risk factors for breast cancer occurrence and recurrence [
<xref rid="B1-jpm-05-00326" ref-type="bibr">1</xref>
,
<xref rid="B3-jpm-05-00326" ref-type="bibr">3</xref>
]. Obesity is also negatively associated with disease-free survival and mortality from breast cancer [
<xref rid="B4-jpm-05-00326" ref-type="bibr">4</xref>
,
<xref rid="B5-jpm-05-00326" ref-type="bibr">5</xref>
].</p>
<p>Each year, about 1.38 million women are diagnosed with breast cancer worldwide [
<xref rid="B2-jpm-05-00326" ref-type="bibr">2</xref>
]. Advances in cancer treatment have made it possible that over 90% of women treated for breast cancer have achieved five-year survival and currently more than 2.9 million breast cancer survivors are living in the United States [
<xref rid="B6-jpm-05-00326" ref-type="bibr">6</xref>
]. With the increased rate and length of survival from breast cancer, more and more survivors are facing life-time risk of developing late effects of cancer treatment that negatively impact long-term survivorship [
<xref rid="B7-jpm-05-00326" ref-type="bibr">7</xref>
].</p>
<p>Breast cancer-related lymphedema (hereafter, lymphedema) is one of the most distressing and feared late effects that usually occurs 1 to 5 years or even 20 years after cancer treatment [
<xref rid="B8-jpm-05-00326" ref-type="bibr">8</xref>
,
<xref rid="B9-jpm-05-00326" ref-type="bibr">9</xref>
,
<xref rid="B10-jpm-05-00326" ref-type="bibr">10</xref>
]. Lymphedema can be a progressive and chronic accumulation of lymph fluid in the interstitial spaces of the affected limb and areas, leading to abnormal swelling [
<xref rid="B8-jpm-05-00326" ref-type="bibr">8</xref>
,
<xref rid="B11-jpm-05-00326" ref-type="bibr">11</xref>
]. Consequently, lymphedema remains a major health problem affecting many breast cancer survivors and exerting tremendous negative impact on survivors’ quality of life [
<xref rid="B7-jpm-05-00326" ref-type="bibr">7</xref>
]. Although at present no surgery or medication can cure lymphedema, this condition can be managed with early and appropriate treatment.</p>
<p>The most commonly recognized non-modifiable risk factor for lymphedema are factors associated with breast cancer treatment, such as axillary lymph node dissection [
<xref rid="B8-jpm-05-00326" ref-type="bibr">8</xref>
,
<xref rid="B9-jpm-05-00326" ref-type="bibr">9</xref>
,
<xref rid="B10-jpm-05-00326" ref-type="bibr">10</xref>
,
<xref rid="B11-jpm-05-00326" ref-type="bibr">11</xref>
,
<xref rid="B12-jpm-05-00326" ref-type="bibr">12</xref>
], mastectomy [
<xref rid="B13-jpm-05-00326" ref-type="bibr">13</xref>
,
<xref rid="B14-jpm-05-00326" ref-type="bibr">14</xref>
], extent of axillary surgery [
<xref rid="B6-jpm-05-00326" ref-type="bibr">6</xref>
,
<xref rid="B13-jpm-05-00326" ref-type="bibr">13</xref>
,
<xref rid="B14-jpm-05-00326" ref-type="bibr">14</xref>
,
<xref rid="B15-jpm-05-00326" ref-type="bibr">15</xref>
,
<xref rid="B16-jpm-05-00326" ref-type="bibr">16</xref>
], number of positive lymph nodes [
<xref rid="B8-jpm-05-00326" ref-type="bibr">8</xref>
,
<xref rid="B9-jpm-05-00326" ref-type="bibr">9</xref>
,
<xref rid="B10-jpm-05-00326" ref-type="bibr">10</xref>
,
<xref rid="B11-jpm-05-00326" ref-type="bibr">11</xref>
,
<xref rid="B12-jpm-05-00326" ref-type="bibr">12</xref>
,
<xref rid="B13-jpm-05-00326" ref-type="bibr">13</xref>
], chemotherapy [
<xref rid="B13-jpm-05-00326" ref-type="bibr">13</xref>
,
<xref rid="B14-jpm-05-00326" ref-type="bibr">14</xref>
], and radiation [
<xref rid="B13-jpm-05-00326" ref-type="bibr">13</xref>
,
<xref rid="B15-jpm-05-00326" ref-type="bibr">15</xref>
]. A modifiable personal factor, such as obesity or BMI > 30 kg/m
<sup>2</sup>
, is identified as an important risk factor for lymphedema, however, research findings are conflicting [
<xref rid="B10-jpm-05-00326" ref-type="bibr">10</xref>
,
<xref rid="B11-jpm-05-00326" ref-type="bibr">11</xref>
,
<xref rid="B12-jpm-05-00326" ref-type="bibr">12</xref>
,
<xref rid="B13-jpm-05-00326" ref-type="bibr">13</xref>
,
<xref rid="B14-jpm-05-00326" ref-type="bibr">14</xref>
,
<xref rid="B15-jpm-05-00326" ref-type="bibr">15</xref>
,
<xref rid="B16-jpm-05-00326" ref-type="bibr">16</xref>
,
<xref rid="B17-jpm-05-00326" ref-type="bibr">17</xref>
]. For example, some studies suggest that only obesity defined by BMI ≥ 30 kg/m
<sup>2</sup>
is associated with an increased risk of lymphedema, yet others report that being overweight as defined by BMI > 25– < 30 kg/m
<sup>2</sup>
may also increase lymphedema risk [
<xref rid="B12-jpm-05-00326" ref-type="bibr">12</xref>
]. Such conflicting findings in part are due to current study limitations, including retrospective assessment of lymphedema, small sample size, lack of pre-surgery limb volume or lymph fluid assessment, self-reported lymphedema, and self-reported weight or BMI [
<xref rid="B15-jpm-05-00326" ref-type="bibr">15</xref>
,
<xref rid="B16-jpm-05-00326" ref-type="bibr">16</xref>
,
<xref rid="B17-jpm-05-00326" ref-type="bibr">17</xref>
,
<xref rid="B18-jpm-05-00326" ref-type="bibr">18</xref>
,
<xref rid="B19-jpm-05-00326" ref-type="bibr">19</xref>
,
<xref rid="B20-jpm-05-00326" ref-type="bibr">20</xref>
,
<xref rid="B21-jpm-05-00326" ref-type="bibr">21</xref>
].</p>
<p>The ongoing challenge to accurately detect and measure lymphedema is perhaps the most significant factor that contributes to conflicting findings in the literature due to different methods of defining, measuring, and quantifying lymphedema used in research [
<xref rid="B15-jpm-05-00326" ref-type="bibr">15</xref>
,
<xref rid="B16-jpm-05-00326" ref-type="bibr">16</xref>
,
<xref rid="B17-jpm-05-00326" ref-type="bibr">17</xref>
,
<xref rid="B18-jpm-05-00326" ref-type="bibr">18</xref>
,
<xref rid="B19-jpm-05-00326" ref-type="bibr">19</xref>
,
<xref rid="B20-jpm-05-00326" ref-type="bibr">20</xref>
,
<xref rid="B21-jpm-05-00326" ref-type="bibr">21</xref>
]. Indirect methods measuring limb size, limb girth, or limb volume are usually used in the existing studies, including water displacement [
<xref rid="B20-jpm-05-00326" ref-type="bibr">20</xref>
], infrared perometry [
<xref rid="B17-jpm-05-00326" ref-type="bibr">17</xref>
,
<xref rid="B18-jpm-05-00326" ref-type="bibr">18</xref>
,
<xref rid="B21-jpm-05-00326" ref-type="bibr">21</xref>
], and sequential circumference limb tape measurement [
<xref rid="B22-jpm-05-00326" ref-type="bibr">22</xref>
]. Such indirect methods do not discriminate bones, muscle, fat, or other soft tissues from lymph or extracellular fluid [
<xref rid="B23-jpm-05-00326" ref-type="bibr">23</xref>
]. Misinterpretation or a false positive or negative lymphedema diagnosis may occur because of changes in muscle, fat, and soft tissues that cause inaccurate limb size or limb volume and circumferential limb measurements [
<xref rid="B23-jpm-05-00326" ref-type="bibr">23</xref>
]. Furthermore, the criteria vary in determining the presence of lymphedema based on limb size or limb girth or limb volume. The most commonly accepted criterion of lymphedema is a 2-cm increase in limb girth or a 2-cm inter-limb difference, a 200 mL increase in limb volume or a 10% limb volume change [
<xref rid="B12-jpm-05-00326" ref-type="bibr">12</xref>
,
<xref rid="B13-jpm-05-00326" ref-type="bibr">13</xref>
,
<xref rid="B14-jpm-05-00326" ref-type="bibr">14</xref>
,
<xref rid="B15-jpm-05-00326" ref-type="bibr">15</xref>
,
<xref rid="B16-jpm-05-00326" ref-type="bibr">16</xref>
,
<xref rid="B17-jpm-05-00326" ref-type="bibr">17</xref>
,
<xref rid="B18-jpm-05-00326" ref-type="bibr">18</xref>
,
<xref rid="B19-jpm-05-00326" ref-type="bibr">19</xref>
,
<xref rid="B20-jpm-05-00326" ref-type="bibr">20</xref>
,
<xref rid="B21-jpm-05-00326" ref-type="bibr">21</xref>
,
<xref rid="B22-jpm-05-00326" ref-type="bibr">22</xref>
,
<xref rid="B23-jpm-05-00326" ref-type="bibr">23</xref>
]. Despite the known link between BMI and lymphedema measured by indirect measures of limb girth or limb size or limb volume, limited studies have explored the relationship between BMI and lymph fluid level as measured by bioelectrical impedance analysis (BIA). BIA provides an impedance ratio by assessing lymph fluid level through evaluating the impedance or opposition to the low frequency current measured in the unaffected limb divided by that of the affected or at risk limb, then is calculated as a Lymphedema Index termed as L-Dex ratio [
<xref rid="B23-jpm-05-00326" ref-type="bibr">23</xref>
].</p>
<p>Lymphedema is the result of an accumulation of excess lymph fluid in the affected limb and obesity is an important risk factor for lymphedema [
<xref rid="B8-jpm-05-00326" ref-type="bibr">8</xref>
,
<xref rid="B9-jpm-05-00326" ref-type="bibr">9</xref>
,
<xref rid="B10-jpm-05-00326" ref-type="bibr">10</xref>
,
<xref rid="B11-jpm-05-00326" ref-type="bibr">11</xref>
], thus the purpose of the study was to prospectively investigate patterns of obesity and lymph fluid level in the first year of cancer treatment at the time points of pre-surgery, 4–8 weeks and 12 months post-surgery. The aims of the study were to explore: (1) patterns of obesity defined by BMI > 30 kg/m
<sup>2</sup>
; (2) patterns of lymph fluid level by BIA in terms of lymphedema index (L-Dex) ratio; (3) the relationship between obesity and lymph fluid level.</p>
</sec>
<sec id="sec2-jpm-05-00326">
<title>2. Methods</title>
<sec id="sec2dot1-jpm-05-00326">
<title>2.1. Ethical Consideration</title>
<p>This study was approved by the Institutional Review Board of NYU Langone Medical Center.</p>
</sec>
<sec id="sec2dot2-jpm-05-00326">
<title>2.2. Study Design and Population</title>
<p>This was a prospective and longitudinal study with repeated-measures. The study population was women who were older than age 21, had a first time diagnosis of breast cancer (Stage I–III), and were scheduled for surgical treatment, including lumpectomy or mastectomy, sentinel lymph node biopsy or axillary lymph node dissection.</p>
<p>Exclusion criteria were women who were diagnosed with metastatic cancer (Stage IV), had a prior history of breast cancer and lymphedema, bilateral breast cancer, as well as women who had an artificial knee or hip, and kidney or heart failure, as the manufacturer suggests BIA may not be accurate under these conditions.</p>
<p>Between December 2011 and April 2014, we prospectively enrolled 140 women and followed the participants for 12 months after surgery at specific time points,
<italic>i.e.</italic>
, pre-surgery, 4–8 weeks post-surgery, and 12 months post-surgery. All the participants received general instructions (
<italic>The-Optimal-Lymph-Flow</italic>
<sup>TM</sup>
: Keep a Healthy Weight) to strive for maintaining pre-surgery weight by encouraging nutrition-balanced (consumption of more vegetables and fruits) and portion-appropriate diet (cease eating when feeling 75% full for each meal) as well as daily or weekly physical activity [
<xref rid="B24-jpm-05-00326" ref-type="bibr">24</xref>
].
<xref ref-type="table" rid="jpm-05-00326-t001">Table 1</xref>
described the strategies, rationales, and actions to maintain pre-surgery weight.</p>
</sec>
<sec id="sec2dot3-jpm-05-00326">
<title>2.3. Measures and Instruments</title>
<sec id="sec2dot3dot1-jpm-05-00326">
<title>2.3.1. Demographic and Medical Information</title>
<p>We gathered demographic and clinical information regarding breast cancer treatment, stage of disease, cancer location, type of adjuvant therapy, and treatment complications. Clinical information was verified by reviewing medical records.</p>
</sec>
<sec id="sec2dot3dot2-jpm-05-00326">
<title>2.3.2. Height, BMI, and Body Compositions</title>
<p>Height was measured to the nearest 0.1 cm with a portable stadiometer (Scale-Tronix 5002 Stand on Scale, Scale-Tronix Company, Carol Stream, IL, USA) without shoes. An electrical bioimpedance device (InBody 520, Biospace Co., Ltd, Seoul, Korea) was used to measure weight, BMI, and percent of body fat. The device measures weight and automatically calculates BMI using the formula: weight (kg)/height (m
<sup>2</sup>
) and estimates the percent of body fat.</p>
</sec>
<sec id="sec2dot3dot3-jpm-05-00326">
<title>2.3.3. Lymph Fluid Level</title>
<p>We used the Imp XCA® (Impedimed, Brisbane, Australia), a FDA approved Bioelectrical Impedance Analysis (BIA) device to assess lymph fluid level. The device measures impedance and resistance of the extracellular fluid in terms of L-Dex ratio. The L-Dex ratio ranges from −10 to 10, taking into consideration the ratio between dominant and non-dominant arms [
<xref rid="B23-jpm-05-00326" ref-type="bibr">23</xref>
]. With the development of lymphedema, the impedance of the limb decreases and the L-Dex ratios increases. The L-Dex ratio ranges from −10 to 10, which is corresponding to the impedance ratio from 0.935 to 1.139 for at-risk dominant arms and 0.862 to 1.066 for at-risk non-dominant arms, respectively. Each one standard unit in L-Dex is equivalent to the impedance ratio of 0.03 [
<xref rid="B23-jpm-05-00326" ref-type="bibr">23</xref>
].</p>
</sec>
</sec>
<sec id="sec2dot4-jpm-05-00326" sec-type="methods">
<title>2.4. Procedures</title>
<p>Researchers were trained to the procedure for obtaining informed consent and collecting data. After the institutional review board approved the study, patients were invited to participate in the study. The study invitation was distributed to potential patients by surgeons, oncologists, and nurses who cared for the patients. Written consent to the study was obtained from each participant. Procedures for using the bioimpedance devices were followed as recommended by the manufacturer and used in prior research [
<xref rid="B23-jpm-05-00326" ref-type="bibr">23</xref>
,
<xref rid="B24-jpm-05-00326" ref-type="bibr">24</xref>
].</p>
</sec>
<sec id="sec2dot5-jpm-05-00326">
<title>2.5. Data Analysis</title>
<p>Data were analyzed using SPSS v22 (IBM Corp. Released 2013. IBM SPSS Statistics for Windows, Version 22.0. Armonk, NY, USA: IBM Corp.). Prior to analysis, data were examined for completeness and accuracy. Inaccuracies were reviewed by researchers and corrections made as necessary. Descriptive statistics were calculated for demographic and clinical characteristics including weight, weight change, BMI, and lymph fluid level by BIA.</p>
<table-wrap id="jpm-05-00326-t001" position="float">
<object-id pub-id-type="pii">jpm-05-00326-t001_Table 1</object-id>
<label>Table 1</label>
<caption>
<p>
<italic>The-Optimal-Lymph-Flow</italic>
<sup>TM</sup>
: Keep a healthy weight.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin" rowspan="1" colspan="1">Strategies</th>
<th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin" rowspan="1" colspan="1">Rationales</th>
<th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin" rowspan="1" colspan="1">Actions</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">
<list list-type="simple">
<list-item>
<label></label>
<p>Eat nutrition-balanced diet (
<italic>i.e.</italic>
, more vegetables and fruits as well as quality proteins)</p>
</list-item>
<list-item>
<label></label>
<p>Maintain portion-appropriate diet (feeling 75% full for each meal)</p>
</list-item>
</list>
</td>
<td align="left" valign="middle" rowspan="1" colspan="1">
<list list-type="simple">
<list-item>
<label></label>
<p>Overweight or obesity is an important risk factor for lymphedema.</p>
</list-item>
<list-item>
<label></label>
<p>Having extra weight makes it difficult for lymph flow and drain. This can lead to extra lymph fluid build-up.</p>
</list-item>
</list>
</td>
<td align="left" valign="middle" rowspan="1" colspan="1">
<list list-type="simple">
<list-item>
<label></label>
<p>Each meal daily</p>
</list-item>
<list-item>
<label></label>
<p>Although there are a lot of weight reduction programs, each person may respond differently to each program.</p>
</list-item>
<list-item>
<label></label>
<p>It is important to talk to the nutritionist who can help to find a proper weight reduction programs.</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">
<list list-type="simple">
<list-item>
<label></label>
<p>Stay hydrated</p>
</list-item>
</list>
</td>
<td align="left" valign="middle" rowspan="1" colspan="1">
<list list-type="simple">
<list-item>
<label></label>
<p>People may actually be thirsty, not hungry</p>
</list-item>
</list>
</td>
<td align="left" valign="middle" rowspan="1" colspan="1">
<list list-type="simple">
<list-item>
<label></label>
<p>Drink six to eight glasses of water daily; in the morning, before and during meals, and throughout the day.</p>
</list-item>
<list-item>
<label></label>
<p>Avoid drinks with calories (e.g., juices).</p>
</list-item>
<list-item>
<label></label>
<p>Drink green tea to boost metabolism.</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">
<list list-type="simple">
<list-item>
<label></label>
<p>Large muscle exercises</p>
</list-item>
</list>
</td>
<td align="left" valign="middle" rowspan="1" colspan="1">
<list list-type="simple">
<list-item>
<label></label>
<p>Daily large muscle exercises (e.g., walking, running, swimming, Yoga) help to burn more calories.</p>
</list-item>
<list-item>
<label></label>
<p>Daily large muscle exercises also promote lymph flow by creating muscle pumps.</p>
</list-item>
</list>
</td>
<td align="left" valign="middle" rowspan="1" colspan="1">
<list list-type="simple">
<list-item>
<label></label>
<p>At least 30-minutes three times a week or daily</p>
</list-item>
</list>
</td>
</tr>
<tr>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">
<list list-type="simple">
<list-item>
<label></label>
<p>Get enough sleep</p>
</list-item>
</list>
</td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">
<list list-type="simple">
<list-item>
<label></label>
<p>Lack of sleep increases the production of the stress hormone cortisol, creates hunger, and leads to overeating.</p>
</list-item>
<list-item>
<label></label>
<p>Getting just one more hour of sleep per night reduces belly fat accumulation.</p>
</list-item>
</list>
</td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">
<list list-type="simple">
<list-item>
<label></label>
<p>At least 7–8 hours of sleep per night.</p>
</list-item>
</list>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Obesity was defined as BMI > 30 kg/m
<sup>2</sup>
, overweight as BMI 25.0–29.9 kg/m
<sup>2</sup>
, normal weight as BMI 18.5–24.9 kg/m
<sup>2</sup>
, and underweight <18.5 kg/m
<sup>2</sup>
[
<xref rid="B1-jpm-05-00326" ref-type="bibr">1</xref>
].Weight change was defined as a 5% gain or loss relative to pre-surgery weight, and was assessed at 4–8 weeks and 12 months post-surgery. Percent of weight change was calculated as: [pre-surgery weight (lb) − weight at 12-month post-surgery (lb)]/weight at 12-month post-surgery (lb) × 100. The changes in weight were then categorized into: no change (<5% weight loss or weight gain), weight gain (>5% increase), or weight loss (>5% decrease) [
<xref rid="B25-jpm-05-00326" ref-type="bibr">25</xref>
]. Patients identified as underweight were categorized in the underweight/normal weight group due to the very small sample size of two patients.</p>
<p>In addition to treating L-Dex ratio as a continuous variable, we used the evidence-based cutoff point of >7.1 to determine the presence of lymphedema [
<xref rid="B23-jpm-05-00326" ref-type="bibr">23</xref>
] since there are no existing data to support the sensitivity and specificity of BIA using L-Dex ratio >10 as the diagnostic cutoff point for lymphedema in clinical settings.</p>
<p>Means and standard deviations were used to summarize continuous variables, frequencies and percentages were used to summarize categorical variables. Clinical measures with repeated observations were plotted to examine trends over time for the entire sample and for subgroups. Pearson correlation coefficients were calculated to determine associations between study variables at each measurement time point. Welch’s robust ANOVA tests were conducted to compare average L-Dex ratio by weight status categories defined by BMI ranges. Games-Howell post-hoc tests were used for pairwise mean comparisons following any significant main effects.</p>
</sec>
</sec>
<sec id="sec3-jpm-05-00326">
<title>3. Results</title>
<sec id="sec3dot1-jpm-05-00326">
<title>3.1. Participant Characteristics</title>
<p>The participants in the study were women with a mean age of 52 years (range: 26–81 years) with comparatively higher education,
<italic>i.e.</italic>
, 45.6% having a bachelor degree, 21.3% a graduate degree, and 33.1% an associate degree or high school diploma. More than one-half of the participants were married (58.8%) and the majority was employed (83.1%). The participants reported their race/ethnicity as white (60.3%), Asian (9.6%), black/African American (19.9%), or Hispanic (8.8%).</p>
<p>About one-half of the participants (48.5%) had lumpectomy, 40.4% had mastectomy with immediate reconstruction, only 11% had mastectomy alone. Among the participants who received chemotherapy, 70.7% had adjuvant chemotherapy after breast cancer surgery and 29.3% of the participants had neoadjuvant chemotherapy before cancer surgery. More than 70% of participants had radiation therapy and had an average of four lymph nodes removed (
<xref ref-type="table" rid="jpm-05-00326-t002">Table 2</xref>
).</p>
<table-wrap id="jpm-05-00326-t002" position="float">
<object-id pub-id-type="pii">jpm-05-00326-t002_Table 2</object-id>
<label>Table 2</label>
<caption>
<p>Demographic and Clinical Characteristics by Pre-surgery Baseline BMI Category.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin" rowspan="1" colspan="1"></th>
<th colspan="2" align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin" rowspan="1">Underweight/ Normal (≤24.9)
<break></break>
(n = 50)</th>
<th colspan="2" align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin" rowspan="1">Overweight (25–29.9)
<break></break>
(n = 44)</th>
<th colspan="2" align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin" rowspan="1">Obese (≥ 30)
<break></break>
(n = 42)</th>
<th align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin" rowspan="1" colspan="1">
<italic>p</italic>
</th>
<th colspan="2" align="center" valign="middle" style="border-top:solid thin;border-bottom:solid thin" rowspan="1">Total
<break></break>
(n = 136)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="bottom" rowspan="1" colspan="1">
<bold>Age M(SD)</bold>
</td>
<td align="left" valign="middle" rowspan="1" colspan="1">48.9</td>
<td align="left" valign="middle" rowspan="1" colspan="1">10.9</td>
<td align="left" valign="middle" rowspan="1" colspan="1">51.3</td>
<td align="left" valign="middle" rowspan="1" colspan="1">10.9</td>
<td align="left" valign="middle" rowspan="1" colspan="1">56.8
<sup></sup>
</td>
<td align="left" valign="middle" rowspan="1" colspan="1">10.1</td>
<td align="left" valign="middle" rowspan="1" colspan="1">0.002*</td>
<td align="left" valign="middle" rowspan="1" colspan="1">52.1</td>
<td align="left" valign="middle" rowspan="1" colspan="1">11.1</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">n</td>
<td align="left" valign="middle" rowspan="1" colspan="1">%</td>
<td align="left" valign="middle" rowspan="1" colspan="1">n</td>
<td align="left" valign="middle" rowspan="1" colspan="1">%</td>
<td align="left" valign="middle" rowspan="1" colspan="1">n</td>
<td align="left" valign="middle" rowspan="1" colspan="1">%</td>
<td align="left" valign="middle" rowspan="1" colspan="1">
<italic>p</italic>
</td>
<td align="left" valign="middle" rowspan="1" colspan="1">n</td>
<td align="left" valign="middle" rowspan="1" colspan="1">%</td>
</tr>
<tr>
<td align="left" valign="bottom" rowspan="1" colspan="1">
<bold>Education</bold>
</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">0.085**</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Associates degree or less</td>
<td align="left" valign="middle" rowspan="1" colspan="1">12</td>
<td align="left" valign="middle" rowspan="1" colspan="1">24.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">34</td>
<td align="left" valign="middle" rowspan="1" colspan="1">34.7</td>
<td align="left" valign="middle" rowspan="1" colspan="1">5</td>
<td align="left" valign="middle" rowspan="1" colspan="1">29.4</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">45</td>
<td align="left" valign="middle" rowspan="1" colspan="1">33.1</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Bachelor’s degree</td>
<td align="left" valign="middle" rowspan="1" colspan="1">27</td>
<td align="left" valign="middle" rowspan="1" colspan="1">54.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">22</td>
<td align="left" valign="middle" rowspan="1" colspan="1">50.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">13</td>
<td align="left" valign="middle" rowspan="1" colspan="1">31.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">62</td>
<td align="left" valign="middle" rowspan="1" colspan="1">45.6</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Graduate degree</td>
<td align="left" valign="middle" rowspan="1" colspan="1">11</td>
<td align="left" valign="middle" rowspan="1" colspan="1">22.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">10</td>
<td align="left" valign="middle" rowspan="1" colspan="1">22.7</td>
<td align="left" valign="middle" rowspan="1" colspan="1">8</td>
<td align="left" valign="middle" rowspan="1" colspan="1">19.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">29</td>
<td align="left" valign="middle" rowspan="1" colspan="1">21.3</td>
</tr>
<tr>
<td align="left" valign="bottom" rowspan="1" colspan="1">
<bold>Marital status</bold>
</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">0.377**</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Married/partnered</td>
<td align="left" valign="middle" rowspan="1" colspan="1">28</td>
<td align="left" valign="middle" rowspan="1" colspan="1">56.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">29</td>
<td align="left" valign="middle" rowspan="1" colspan="1">65.9</td>
<td align="left" valign="middle" rowspan="1" colspan="1">23</td>
<td align="left" valign="middle" rowspan="1" colspan="1">54.8</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">80</td>
<td align="left" valign="middle" rowspan="1" colspan="1">58.8</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Divorced/Widowed</td>
<td align="left" valign="middle" rowspan="1" colspan="1">5</td>
<td align="left" valign="middle" rowspan="1" colspan="1">10.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">6</td>
<td align="left" valign="middle" rowspan="1" colspan="1">13.6</td>
<td align="left" valign="middle" rowspan="1" colspan="1">9</td>
<td align="left" valign="middle" rowspan="1" colspan="1">21.4</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">20</td>
<td align="left" valign="middle" rowspan="1" colspan="1">14.7</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Single, never partnered</td>
<td align="left" valign="middle" rowspan="1" colspan="1">17</td>
<td align="left" valign="middle" rowspan="1" colspan="1">34.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">9</td>
<td align="left" valign="middle" rowspan="1" colspan="1">20.5</td>
<td align="left" valign="middle" rowspan="1" colspan="1">10</td>
<td align="left" valign="middle" rowspan="1" colspan="1">23.8</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">36</td>
<td align="left" valign="middle" rowspan="1" colspan="1">26.5</td>
</tr>
<tr>
<td align="left" valign="bottom" rowspan="1" colspan="1">
<bold>Ethnicity</bold>
</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">0.137**</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Black/African American</td>
<td align="left" valign="middle" rowspan="1" colspan="1">7</td>
<td align="left" valign="middle" rowspan="1" colspan="1">14.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">6</td>
<td align="left" valign="middle" rowspan="1" colspan="1">13.6</td>
<td align="left" valign="middle" rowspan="1" colspan="1">14</td>
<td align="left" valign="middle" rowspan="1" colspan="1">33.3</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">27</td>
<td align="left" valign="middle" rowspan="1" colspan="1">19.9</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">White Non-Hispanic</td>
<td align="left" valign="middle" rowspan="1" colspan="1">31</td>
<td align="left" valign="middle" rowspan="1" colspan="1">62.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">30</td>
<td align="left" valign="middle" rowspan="1" colspan="1">68.2</td>
<td align="left" valign="middle" rowspan="1" colspan="1">21</td>
<td align="left" valign="middle" rowspan="1" colspan="1">50.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">82</td>
<td align="left" valign="middle" rowspan="1" colspan="1">60.3</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Asian</td>
<td align="left" valign="middle" rowspan="1" colspan="1">8</td>
<td align="left" valign="middle" rowspan="1" colspan="1">16.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">2</td>
<td align="left" valign="middle" rowspan="1" colspan="1">4.5</td>
<td align="left" valign="middle" rowspan="1" colspan="1">3</td>
<td align="left" valign="middle" rowspan="1" colspan="1">7.1</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">13</td>
<td align="left" valign="middle" rowspan="1" colspan="1">9.6</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Hispanic/Latino</td>
<td align="left" valign="middle" rowspan="1" colspan="1">4</td>
<td align="left" valign="middle" rowspan="1" colspan="1">8.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">5</td>
<td align="left" valign="middle" rowspan="1" colspan="1">11.4</td>
<td align="left" valign="middle" rowspan="1" colspan="1">3</td>
<td align="left" valign="middle" rowspan="1" colspan="1">7.1</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">12</td>
<td align="left" valign="middle" rowspan="1" colspan="1">8.8</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Other</td>
<td align="left" valign="middle" rowspan="1" colspan="1">0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">1</td>
<td align="left" valign="middle" rowspan="1" colspan="1">2.3</td>
<td align="left" valign="middle" rowspan="1" colspan="1">1</td>
<td align="left" valign="middle" rowspan="1" colspan="1">2.4</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">2</td>
<td align="left" valign="middle" rowspan="1" colspan="1">1.5</td>
</tr>
<tr>
<td align="left" valign="bottom" rowspan="1" colspan="1">
<bold>Employment</bold>
</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">0.163**</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Unemployed</td>
<td align="left" valign="middle" rowspan="1" colspan="1">7</td>
<td align="left" valign="middle" rowspan="1" colspan="1">14.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">5</td>
<td align="left" valign="middle" rowspan="1" colspan="1">11.4</td>
<td align="left" valign="middle" rowspan="1" colspan="1">11</td>
<td align="left" valign="middle" rowspan="1" colspan="1">26.2</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">23</td>
<td align="left" valign="middle" rowspan="1" colspan="1">16.9</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Employed</td>
<td align="left" valign="middle" rowspan="1" colspan="1">43</td>
<td align="left" valign="middle" rowspan="1" colspan="1">86.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">39</td>
<td align="left" valign="middle" rowspan="1" colspan="1">88.6</td>
<td align="left" valign="middle" rowspan="1" colspan="1">31</td>
<td align="left" valign="middle" rowspan="1" colspan="1">73.8</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">113</td>
<td align="left" valign="middle" rowspan="1" colspan="1">83.1</td>
</tr>
<tr>
<td align="left" valign="bottom" rowspan="1" colspan="1">
<bold>Surgery</bold>
</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">0.166**</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Mastectomy</td>
<td align="left" valign="middle" rowspan="1" colspan="1">5</td>
<td align="left" valign="middle" rowspan="1" colspan="1">10.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">3</td>
<td align="left" valign="middle" rowspan="1" colspan="1">6.8</td>
<td align="left" valign="middle" rowspan="1" colspan="1">7</td>
<td align="left" valign="middle" rowspan="1" colspan="1">16.7</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">15</td>
<td align="left" valign="middle" rowspan="1" colspan="1">11</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Lumpectomy</td>
<td align="left" valign="middle" rowspan="1" colspan="1">19</td>
<td align="left" valign="middle" rowspan="1" colspan="1">38.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">25</td>
<td align="left" valign="middle" rowspan="1" colspan="1">56.8</td>
<td align="left" valign="middle" rowspan="1" colspan="1">22</td>
<td align="left" valign="middle" rowspan="1" colspan="1">52.4</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">66</td>
<td align="left" valign="middle" rowspan="1" colspan="1">48.5</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Mastectomy with immediate reconstruction</td>
<td align="left" valign="middle" rowspan="1" colspan="1">26</td>
<td align="left" valign="middle" rowspan="1" colspan="1">52.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">16</td>
<td align="left" valign="middle" rowspan="1" colspan="1">36.4</td>
<td align="left" valign="middle" rowspan="1" colspan="1">13</td>
<td align="left" valign="middle" rowspan="1" colspan="1">31.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">55</td>
<td align="left" valign="middle" rowspan="1" colspan="1">40.4</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Nodes removed M(SD)</td>
<td align="left" valign="middle" rowspan="1" colspan="1">2.9</td>
<td align="left" valign="middle" rowspan="1" colspan="1">1.9</td>
<td align="left" valign="middle" rowspan="1" colspan="1">3.2</td>
<td align="left" valign="middle" rowspan="1" colspan="1">2.5</td>
<td align="left" valign="middle" rowspan="1" colspan="1">3.8</td>
<td align="left" valign="middle" rowspan="1" colspan="1">4.3</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">3.3</td>
<td align="left" valign="middle" rowspan="1" colspan="1">2.9</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Nodes removed Median</td>
<td align="left" valign="middle" rowspan="1" colspan="1">2</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">2</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">3</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">0.053***</td>
<td align="left" valign="middle" rowspan="1" colspan="1">2</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
</tr>
<tr>
<td align="left" valign="bottom" rowspan="1" colspan="1">
<bold>Chemotherapy (n = 75)</bold>
</td>
<td align="left" valign="middle" rowspan="1" colspan="1">(n = 28)</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">(n = 24)</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">(n = 23)</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">0.332**</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Neoadjuvant</td>
<td align="left" valign="middle" rowspan="1" colspan="1">10</td>
<td align="left" valign="middle" rowspan="1" colspan="1">35.7</td>
<td align="left" valign="middle" rowspan="1" colspan="1">8</td>
<td align="left" valign="middle" rowspan="1" colspan="1">33.3</td>
<td align="left" valign="middle" rowspan="1" colspan="1">4</td>
<td align="left" valign="middle" rowspan="1" colspan="1">17.4</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">22</td>
<td align="left" valign="middle" rowspan="1" colspan="1">29.3</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Adjuvant</td>
<td align="left" valign="middle" rowspan="1" colspan="1">18</td>
<td align="left" valign="middle" rowspan="1" colspan="1">64.3</td>
<td align="left" valign="middle" rowspan="1" colspan="1">16</td>
<td align="left" valign="middle" rowspan="1" colspan="1">66.7</td>
<td align="left" valign="middle" rowspan="1" colspan="1">19</td>
<td align="left" valign="middle" rowspan="1" colspan="1">82.6</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">53</td>
<td align="left" valign="middle" rowspan="1" colspan="1">70.7</td>
</tr>
<tr>
<td align="left" valign="bottom" rowspan="1" colspan="1">
<bold>Radiation</bold>
</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">0.232**</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">No</td>
<td align="left" valign="middle" rowspan="1" colspan="1">18</td>
<td align="left" valign="middle" rowspan="1" colspan="1">36.7</td>
<td align="left" valign="middle" rowspan="1" colspan="1">13</td>
<td align="left" valign="middle" rowspan="1" colspan="1">31.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">7</td>
<td align="left" valign="middle" rowspan="1" colspan="1">19.4</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">38</td>
<td align="left" valign="middle" rowspan="1" colspan="1">29.9</td>
</tr>
<tr>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">Yes</td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">31</td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">63.3</td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">29</td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">69.0</td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">29</td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">80.6</td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">89</td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">70.1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup></sup>
Significantly different from underweight/normal weight group; * ANOVA; ** Fisher’s exact test; *** Kruskal-Wallis test.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec3dot2-jpm-05-00326">
<title>3.2. Obesity and Weight Change</title>
<p>Average BMI was stable across measurement periods (pre-surgery BMI
<inline-formula>
<mml:math id="mm1">
<mml:mrow>
<mml:mover accent="true">
<mml:mi mathvariant="normal">x</mml:mi>
<mml:mo>¯</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula>
= 27.7 kg/m
<sup>2</sup>
; range: 17.0–48.4), 4–8 weeks post-surgery BMI
<inline-formula>
<mml:math id="mm2">
<mml:mrow>
<mml:mover accent="true">
<mml:mi mathvariant="normal">x</mml:mi>
<mml:mo>¯</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula>
= 27.6 kg/m
<sup>2</sup>
; range: 16.5 to 49.6), and 12 months post-surgery BMI
<inline-formula>
<mml:math id="mm3">
<mml:mrow>
<mml:mover accent="true">
<mml:mi mathvariant="normal">x</mml:mi>
<mml:mo>¯</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula>
= 27.6 kg/m
<sup>2</sup>
; range: 17.4–48.4). There was no significant change in mean BMI or BMI categories over the 12-month period. Consistently, about 30% of participants (n = 42/136) were obese; more than 32% (n = 44/136) were overweight, and more than 37% (n = 50/136) were under- or normal weight. Only two participants had BMI < 18.5 and these two patients were included in the normal weight group for analyses (
<xref ref-type="table" rid="jpm-05-00326-t003">Table 3</xref>
).</p>
<table-wrap id="jpm-05-00326-t003" position="float">
<object-id pub-id-type="pii">jpm-05-00326-t003_Table 3</object-id>
<label>Table 3</label>
<caption>
<p>Weight, BMI, and L-Dex ratios during 12-months.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th rowspan="2" align="left" valign="bottom" style="border-top:solid thin" colspan="1"></th>
<th colspan="2" align="center" valign="middle" style="border-top:solid thin" rowspan="1">Pre</th>
<th colspan="2" align="center" valign="middle" style="border-top:solid thin" rowspan="1">Post-Surgery (4–8 weeks)</th>
<th colspan="2" align="center" valign="middle" style="border-top:solid thin" rowspan="1">Post-Surgery (12 months)</th>
</tr>
<tr>
<th align="center" valign="bottom" style="border-top:solid thin;border-bottom:solid thin" rowspan="1" colspan="1">M</th>
<th align="center" valign="bottom" style="border-top:solid thin;border-bottom:solid thin" rowspan="1" colspan="1">SD</th>
<th align="center" valign="bottom" style="border-top:solid thin;border-bottom:solid thin" rowspan="1" colspan="1">M</th>
<th align="center" valign="bottom" style="border-top:solid thin;border-bottom:solid thin" rowspan="1" colspan="1">SD</th>
<th align="center" valign="bottom" style="border-top:solid thin;border-bottom:solid thin" rowspan="1" colspan="1">M</th>
<th align="center" valign="bottom" style="border-top:solid thin;border-bottom:solid thin" rowspan="1" colspan="1">SD</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="bottom" style="border-top:hidden" rowspan="1" colspan="1">Weight (lbs)</td>
<td align="center" valign="bottom" rowspan="1" colspan="1">159.4</td>
<td align="center" valign="bottom" rowspan="1" colspan="1">35.6</td>
<td align="center" valign="bottom" rowspan="1" colspan="1">158.3</td>
<td align="center" valign="bottom" rowspan="1" colspan="1">35.7</td>
<td align="center" valign="bottom" rowspan="1" colspan="1">158.9</td>
<td align="center" valign="bottom" rowspan="1" colspan="1">33.5</td>
</tr>
<tr>
<td align="left" valign="bottom" rowspan="1" colspan="1">BMI</td>
<td align="center" valign="bottom" rowspan="1" colspan="1">27.7</td>
<td align="center" valign="bottom" rowspan="1" colspan="1">6.3</td>
<td align="center" valign="bottom" rowspan="1" colspan="1">27.6</td>
<td align="center" valign="bottom" rowspan="1" colspan="1">6.5</td>
<td align="center" valign="bottom" rowspan="1" colspan="1">27.6</td>
<td align="center" valign="bottom" rowspan="1" colspan="1">5.9</td>
</tr>
<tr>
<td align="left" valign="bottom" style="border-bottom:solid thin" rowspan="1" colspan="1">L-Dex Ratio</td>
<td align="center" valign="bottom" style="border-bottom:solid thin" rowspan="1" colspan="1">0.053</td>
<td align="center" valign="bottom" style="border-bottom:solid thin" rowspan="1" colspan="1">4.5</td>
<td align="center" valign="bottom" style="border-bottom:solid thin" rowspan="1" colspan="1">1.6</td>
<td align="center" valign="bottom" style="border-bottom:solid thin" rowspan="1" colspan="1">6.1</td>
<td align="center" valign="bottom" style="border-bottom:solid thin" rowspan="1" colspan="1">2.6</td>
<td align="center" valign="bottom" style="border-bottom:solid thin" rowspan="1" colspan="1">13.7</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>There were no significant differences in terms of demographic and clinical characteristics among participants in the normal/underweight, overweight, and obesity groups, except that participants in the obesity group were significantly older (
<inline-formula>
<mml:math id="mm4">
<mml:mrow>
<mml:mover accent="true">
<mml:mi mathvariant="normal">x</mml:mi>
<mml:mo>¯</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula>
= 56.8 years of age) than those in the normal/underweight group (
<inline-formula>
<mml:math id="mm5">
<mml:mrow>
<mml:mover accent="true">
<mml:mi mathvariant="normal">x</mml:mi>
<mml:mo>¯</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula>
= 48.9 years of age;
<italic>p</italic>
= 0.002).</p>
<p>Participants in the obesity group had a significantly higher percent of body fat in comparison with the overweight and normal/underweight groups. Consistently, participants in the obesity group had a mean percent of body fat of approximately 47% as compared to those in the overweight group who had a mean of 37% body fat, during the 12-month time period. Percent of body fat did not increase significantly during 12-month period post-surgery. There were significantly strong positive correlations between BMI and percent of body fat at each measurement point pre-surgery (r = 0.955;
<italic>p</italic>
< 0.01), 4–8 weeks post-surgery (r = 0.911;
<italic>p</italic>
< 0.01), and 12 months post-surgery (r = 0.891;
<italic>p</italic>
< 0.01).</p>
<p>The mean pre-surgery weight was 159.4 pounds (range: 99.0–266.3 pounds), 4–8 weeks post-surgery weight 158.3 pounds (range: 96.1–262.4 pounds), and 12-month post-surgery weight 158.9 pounds (range: 101.2–263.7 pounds). There was no significant change in average weight over 12-month period post-surgery (
<xref ref-type="table" rid="jpm-05-00326-t003">Table 3</xref>
). At 4–8 weeks post-surgery assessment, the majority of participants (94.1%; n = 128/136) maintained their pre-surgery weight, while only 1.5% (n = 2/136) experienced an increase (>5%) weight and 4.4% (n = 6/136) experienced a loss (>5%). However, at 12 months post-surgery, 72.1% (n = 98/136) maintained their pre-surgery weight while 12.5% (n = 17/136) increased 5% of weight and 15% (n = 21/136) decreased 5% of their weight. Demographic and clinical characteristics were not associated with post-surgery weight change ≥ ±5%), except that more participants who gained >5% weight were more likely to have had neoadjuvant chemotherapy. At 12 months post-surgery, there were no significant differences in percent of body fat among weight change groups.</p>
</sec>
<sec id="sec3dot3-jpm-05-00326">
<title>3.3. Lymph Fluid Level in Terms of L-Dex Ratio</title>
<p>There was a trend of increased lymph fluid level reflected in increasing L-Dex ratios during the 12-month period, yet this change was not significant. The mean pre-surgery L-Dex ratio was 0.05 (range: −9.8 to 12.9), 4–8 weeks post-surgery L-Dex ratio was 1.6 (range: −10.0 to 27.6), 12-month post-surgery L-Dex ratio was 2.6 (range: −10.6 to 96.9) (
<xref ref-type="table" rid="jpm-05-00326-t003">Table 3</xref>
). The L-Dex ratio was significantly higher in the obesity group in comparison with the normal/underweight group at 4–8 weeks post-surgery, while there were no significant differences in the mean L-Dex ratio among the three groups at pre-surgery and 12 months post-surgery.</p>
<p>There were significant differences in the percentage of patients identified as having lymphedema based on an L-Dex >7.1 pre-surgery and 4–8 weeks post-surgery. A greater percentage of obese patients were identified as having lymphedema at each time point (
<xref ref-type="table" rid="jpm-05-00326-t004">Table 4</xref>
). At pre-surgery, significantly higher occurrence of lymphedema defined by L-Dex ratios >7.1 (ranging 7.4 to 12.9) was observed in the obesity group (14.3%; n = 6/42). At 4–8 weeks post-surgery, significantly more participants in the obesity group had L-Dex ratios >7.1 (25.6%; n = 11/43). At 12-month post-surgery, there was a trend that more patients in the obesity group had L-Dex ratios >7.1 (19.5; n = 8/41) (
<xref ref-type="table" rid="jpm-05-00326-t004">Table 4</xref>
).</p>
<table-wrap id="jpm-05-00326-t004" position="float">
<object-id pub-id-type="pii">jpm-05-00326-t004_Table 4</object-id>
<label>Table 4</label>
<caption>
<p>L-Dex ratios by BMI category.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle" style="border-top:solid thin" rowspan="1" colspan="1"></th>
<th colspan="2" align="left" valign="middle" style="border-bottom:solid thin;border-top:solid thin" rowspan="1">Underweight/ Normal weight
<break></break>
(≤24.9)</th>
<th colspan="2" align="left" valign="middle" style="border-bottom:solid thin;border-top:solid thin" rowspan="1">Overweight
<break></break>
(25–29.9)</th>
<th colspan="2" align="left" valign="middle" style="border-bottom:solid thin;border-top:solid thin" rowspan="1">Obese (≥30)</th>
<th align="left" valign="middle" style="border-top:solid thin;border-bottom:solid thin" rowspan="1" colspan="1">
<italic>p</italic>
Value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" style="border-top:solid thin" rowspan="1" colspan="1">Pre-Surgery Baseline</td>
<td align="left" valign="middle" style="border-top:solid thin" rowspan="1" colspan="1">(n = 50)</td>
<td align="left" valign="middle" style="border-top:solid thin" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" style="border-top:solid thin" rowspan="1" colspan="1">(n = 44)</td>
<td align="left" valign="middle" style="border-top:solid thin" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" style="border-top:solid thin" rowspan="1" colspan="1">(n = 42)</td>
<td align="left" valign="middle" style="border-top:solid thin" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" style="border-top:solid thin" rowspan="1" colspan="1"></td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">M</td>
<td align="left" valign="middle" rowspan="1" colspan="1">SD</td>
<td align="left" valign="middle" rowspan="1" colspan="1">M</td>
<td align="left" valign="middle" rowspan="1" colspan="1">SD</td>
<td align="left" valign="middle" rowspan="1" colspan="1">M</td>
<td align="left" valign="middle" rowspan="1" colspan="1">SD</td>
<td align="left" valign="middle" rowspan="1" colspan="1">
<italic>p</italic>
</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">L-Dex</td>
<td align="left" valign="middle" rowspan="1" colspan="1">−0.35</td>
<td align="left" valign="middle" rowspan="1" colspan="1">3.92</td>
<td align="left" valign="middle" rowspan="1" colspan="1">−0.37</td>
<td align="left" valign="middle" rowspan="1" colspan="1">4.53</td>
<td align="left" valign="middle" rowspan="1" colspan="1">0.97</td>
<td align="left" valign="middle" rowspan="1" colspan="1">5.04</td>
<td align="left" valign="middle" rowspan="1" colspan="1">0.335</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">n</td>
<td align="left" valign="middle" rowspan="1" colspan="1">%</td>
<td align="left" valign="middle" rowspan="1" colspan="1">n</td>
<td align="left" valign="middle" rowspan="1" colspan="1">%</td>
<td align="left" valign="middle" rowspan="1" colspan="1">n</td>
<td align="left" valign="middle" rowspan="1" colspan="1">%</td>
<td align="left" valign="middle" rowspan="1" colspan="1">
<italic>p</italic>
<sup></sup>
</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">L-Dex >7.1</td>
<td align="left" valign="middle" rowspan="1" colspan="1">0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">2</td>
<td align="left" valign="middle" rowspan="1" colspan="1">4.5</td>
<td align="left" valign="middle" rowspan="1" colspan="1">6</td>
<td align="left" valign="middle" rowspan="1" colspan="1">14.3</td>
<td align="left" valign="middle" rowspan="1" colspan="1">0.009</td>
</tr>
<tr>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1"></td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Post-surgery (4–8 weeks)</td>
<td align="left" valign="middle" rowspan="1" colspan="1">(n = 53)</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">(n = 40)</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">(n = 43)</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">M</td>
<td align="left" valign="middle" rowspan="1" colspan="1">SD</td>
<td align="left" valign="middle" rowspan="1" colspan="1">M</td>
<td align="left" valign="middle" rowspan="1" colspan="1">SD</td>
<td align="left" valign="middle" rowspan="1" colspan="1">M</td>
<td align="left" valign="middle" rowspan="1" colspan="1">SD</td>
<td align="left" valign="middle" rowspan="1" colspan="1">
<italic>p</italic>
</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">L-Dex</td>
<td align="left" valign="middle" rowspan="1" colspan="1">−0.1</td>
<td align="left" valign="middle" rowspan="1" colspan="1">3.94</td>
<td align="left" valign="middle" rowspan="1" colspan="1">2.49</td>
<td align="left" valign="middle" rowspan="1" colspan="1">7.13</td>
<td align="left" valign="middle" rowspan="1" colspan="1">2.78*</td>
<td align="left" valign="middle" rowspan="1" colspan="1">6.91</td>
<td align="left" valign="middle" rowspan="1" colspan="1">0.018*</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">n</td>
<td align="left" valign="middle" rowspan="1" colspan="1">%</td>
<td align="left" valign="middle" rowspan="1" colspan="1">n</td>
<td align="left" valign="middle" rowspan="1" colspan="1">%</td>
<td align="left" valign="middle" rowspan="1" colspan="1">n</td>
<td align="left" valign="middle" rowspan="1" colspan="1">%</td>
<td align="left" valign="middle" rowspan="1" colspan="1">
<italic>p</italic>
<sup></sup>
</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">L-Dex >7.1</td>
<td align="left" valign="middle" rowspan="1" colspan="1">1</td>
<td align="left" valign="middle" rowspan="1" colspan="1">1.9</td>
<td align="left" valign="middle" rowspan="1" colspan="1">8</td>
<td align="left" valign="middle" rowspan="1" colspan="1">20.0</td>
<td align="left" valign="middle" rowspan="1" colspan="1">11</td>
<td align="left" valign="middle" rowspan="1" colspan="1">25.6</td>
<td align="left" valign="middle" rowspan="1" colspan="1">0.001</td>
</tr>
<tr>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1"></td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">Post-surgery (12 months)</td>
<td align="left" valign="middle" rowspan="1" colspan="1">(n = 53)</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">(n = 42)</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">(n = 41)</td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">M</td>
<td align="left" valign="middle" rowspan="1" colspan="1">SD</td>
<td align="left" valign="middle" rowspan="1" colspan="1">M</td>
<td align="left" valign="middle" rowspan="1" colspan="1">SD</td>
<td align="left" valign="middle" rowspan="1" colspan="1">M</td>
<td align="left" valign="middle" rowspan="1" colspan="1">SD</td>
<td align="left" valign="middle" rowspan="1" colspan="1">
<italic>p</italic>
</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1">L-Dex</td>
<td align="left" valign="middle" rowspan="1" colspan="1">0.35</td>
<td align="left" valign="middle" rowspan="1" colspan="1">11.2</td>
<td align="left" valign="middle" rowspan="1" colspan="1">1.79</td>
<td align="left" valign="middle" rowspan="1" colspan="1">7.18</td>
<td align="left" valign="middle" rowspan="1" colspan="1">6.17</td>
<td align="left" valign="middle" rowspan="1" colspan="1">19.9</td>
<td align="left" valign="middle" rowspan="1" colspan="1">0.250</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="1" colspan="1"></td>
<td align="left" valign="middle" rowspan="1" colspan="1">n</td>
<td align="left" valign="middle" rowspan="1" colspan="1">%</td>
<td align="left" valign="middle" rowspan="1" colspan="1">n</td>
<td align="left" valign="middle" rowspan="1" colspan="1">%</td>
<td align="left" valign="middle" rowspan="1" colspan="1">n</td>
<td align="left" valign="middle" rowspan="1" colspan="1">%</td>
<td align="left" valign="middle" rowspan="1" colspan="1">
<italic>p</italic>
<sup></sup>
</td>
</tr>
<tr>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">L-Dex >7.1</td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">3</td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">5.7</td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">7</td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">16.7</td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">8</td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">19.5</td>
<td align="left" valign="middle" style="border-bottom:solid thin" rowspan="1" colspan="1">0.089</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>* Significantly different than Underweight/Normal weight;
<sup></sup>
Fisher’s exact.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Only two participants who had pre-surgery L-Dex ratios >7.1 sustained L-Dex ratios >7.1 at 4–8 weeks and 12 months post-surgery, while four participants improved their L-Dex ratios post-surgery. Two participants who had L-Dex ratios >20 at 4–8 weeks post-surgery had an increased L-Dex ratios of 78.6 and 96.9 at 12 months post-surgery, respectively. There were no significant correlations between L-Dex ratio and BMI, percent of body fat, and weight at pre-surgery, 4–8 weeks post-surgery, and 12 months post-surgery.</p>
</sec>
</sec>
<sec id="sec4-jpm-05-00326">
<title>4. Discussion</title>
<p>In this prospective study, more than one in two women were obese or overweight at the time of pre-surgery,
<italic>i.e.</italic>
, more than 60% of the participants were obese (30.8%; n = 42/136) or overweight (32.4%; n = 44/136), while only two participants were underweight and about 35% (n = 50/136) of the participants had normal weight. This pattern of obesity and overweight was consistent at 4–8 weeks and 12 months post-surgery. There were significantly strong positive correlations between BMI and percent of body fat at pre-surgery (r = 0.955;
<italic>p</italic>
< 0.01), 4–8 weeks post-surgery (r = 0.911;
<italic>p</italic>
< 0.01); and 12 month post-surgery (r = 0.891;
<italic>p</italic>
< 0.01). Obesity is the accumulation of body fat, the strong positive correlations between BMI and percent of body fat indicate that BMI can be considered as an appropriate assessment for obesity. Given that being obese or overweight increases the risk of cancer recurrence, other chronic illnesses (such as type 2 diabetes, asthma, chronic back pain, osteoarthritis, and cardiovascular disease) [
<xref rid="B26-jpm-05-00326" ref-type="bibr">26</xref>
,
<xref rid="B27-jpm-05-00326" ref-type="bibr">27</xref>
] as well as lymphedema [
<xref rid="B18-jpm-05-00326" ref-type="bibr">18</xref>
,
<xref rid="B20-jpm-05-00326" ref-type="bibr">20</xref>
,
<xref rid="B21-jpm-05-00326" ref-type="bibr">21</xref>
]; clearly obesity and overweight remain an important health concern for women who were diagnosed with, treated for, and survived breast cancer. Similar to prior research findings [
<xref rid="B25-jpm-05-00326" ref-type="bibr">25</xref>
,
<xref rid="B26-jpm-05-00326" ref-type="bibr">26</xref>
], our study also supports that special attention should be paid for the management of obesity and overweight in women who are older and those with less than university education.</p>
<p>Weight gain has been commonly reported by women treated for breast cancer [
<xref rid="B27-jpm-05-00326" ref-type="bibr">27</xref>
,
<xref rid="B28-jpm-05-00326" ref-type="bibr">28</xref>
,
<xref rid="B29-jpm-05-00326" ref-type="bibr">29</xref>
,
<xref rid="B30-jpm-05-00326" ref-type="bibr">30</xref>
]. Recent research shows that more than 60% of women treated for breast cancer had weight gain and more than 47% had at least 5% weight gain [
<xref rid="B25-jpm-05-00326" ref-type="bibr">25</xref>
]. Currently, it is unknown whether post-diagnosis weight loss can lead to beneficial improvement for prognosis and disease- free survival. Maintaining pre-surgery weight is key to preventing adverse treatment related effects and other related co-morbid conditions for women treated for breast cancer [
<xref rid="B24-jpm-05-00326" ref-type="bibr">24</xref>
,
<xref rid="B25-jpm-05-00326" ref-type="bibr">25</xref>
]. It is premature to advocate for weight loss programs for women at the time of breast cancer diagnosis. Perhaps, the appropriate recommendation is to provide women with general instructions, as we did in our study, on having nutrition-balanced and portion-appropriate diet and physical activity daily or weekly. Such general instructions were effective for our patients. In our study, 72.1% maintained their pre-surgery weight and 15.4% of women had >5% weight loss while only 12.5% had an increase >5% of their weight at 12 months post-surgery.</p>
<p>Although the exact pathophysiological basis of weight gain following breast cancer remains unclear, chemotherapy has been reported as a significant contributing factor for weight gain after breast cancer diagnosis [
<xref rid="B31-jpm-05-00326" ref-type="bibr">31</xref>
]. Findings of our study show that there were no significant differences in any demographic or clinical characteristic among women who maintained pre-surgery weight, lost >5% weight, or gained >5% weight, except that significantly more women who received neoadjuvant chemotherapy prior to surgery had >5% weight increase at 12 months post-surgery. More prospective population-based cohort studies are needed to better understand the likely contributing factors to weight gain following breast cancer treatment.</p>
<p>Research has provided the evidence regarding the association between BMI > 30 kg/m
<sup>2</sup>
and lymphedema defined by perometer measure of >10% limb volume increase in comparison with pre-surgery baseline measurement of limb volume [
<xref rid="B13-jpm-05-00326" ref-type="bibr">13</xref>
,
<xref rid="B14-jpm-05-00326" ref-type="bibr">14</xref>
,
<xref rid="B15-jpm-05-00326" ref-type="bibr">15</xref>
,
<xref rid="B16-jpm-05-00326" ref-type="bibr">16</xref>
,
<xref rid="B17-jpm-05-00326" ref-type="bibr">17</xref>
,
<xref rid="B18-jpm-05-00326" ref-type="bibr">18</xref>
,
<xref rid="B19-jpm-05-00326" ref-type="bibr">19</xref>
,
<xref rid="B20-jpm-05-00326" ref-type="bibr">20</xref>
,
<xref rid="B21-jpm-05-00326" ref-type="bibr">21</xref>
,
<xref rid="B22-jpm-05-00326" ref-type="bibr">22</xref>
]. The best evidence in the existing studies is the use of indirect measure of lymphedema in terms of limb volume by perometer [
<xref rid="B18-jpm-05-00326" ref-type="bibr">18</xref>
,
<xref rid="B21-jpm-05-00326" ref-type="bibr">21</xref>
]. To the best of our knowledge our study was the first to prospectively examine BMI and lymph fluid level using BIA. In this way, the use of BIA at meaningful time points,
<italic>i.e.</italic>
, pre-surgery, 4–8 weeks and 12 months post-surgery, provides strength to our study.</p>
<p>It should be noted that obesity defined by >30 BMI kg/m
<sup>2</sup>
is related to lymphedema defined by >7.1 L-Dex ratio by BIA [
<xref rid="B23-jpm-05-00326" ref-type="bibr">23</xref>
]. Significantly more patients in the obesity group had L-Dex ratios >7.1 than those in the normal/underweight and overweight group at pre-surgery, and 4–8 weeks post-surgery. Further, there was a trend of more patients in the obesity group for L-Dex ratios >7.1 as compared to those in the normal/underweight and overweight group at 12-months post-surgery. In fact, two patients who developed severe lymphedema with L-Dex ratios of 78.6 and 96.9 at 12 months post-surgery also had BMI > 30 kg/m
<sup>2</sup>
. It is interesting that more patients in the obesity group had L-Dex ratios >7.1 at pre-surgery. However, four out of six patients improved their L-Dex ratios at 4–8 weeks and 12 months post-surgery. The pathophysiology underlying the increased L-Dex ratio for obese patients needs to be further explored.</p>
<p>It should be noted that significantly higher L-Dex ratios were observed in the obesity group with BMI > 30 kg/m
<sup>2</sup>
at 4–8 weeks post-surgery. The two patients, who developed severe lymphedema at 12-months post-surgery had pre-surgery L-Dex ratios of 0.5 and 2.0, which increased to L-Dex ratios of 22.7 and 20.2 at 4–8 weeks post-surgery, eventually had L-Dex values of 96.9 and 78.6 at 12 months post-surgery, respectively. While large population-based research is needed to ascertain whether L-Dex values at pre-surgery and 4–8 weeks post-surgery are predictive of late severe lymphedema, perhaps, attention should be paid to patients who had L-Dex ratios >20 at 4–8 weeks post-surgery. No significant correlations between L-Dex value and BMI, percent of body fat, and weight, were found at any time point. This may be due to a combination of the small sample size and high degree of variability in individual measures. Population-based and prospective research is needed to further discern the relationship between BMI and lymph fluid level measured by BIA.</p>
</sec>
<sec id="sec5-jpm-05-00326">
<title>5. Conclusions</title>
<p>Obesity and overweight are health risks among a substantial proportion of women at the time of cancer diagnosis and the patterns of obesity and overweight continue during the first year of treatment. While it is unknown whether post-diagnosis weight loss is beneficial to disease-free survival and prevention of comorbidities, it is appropriate to encourage women to make every effort to maintain pre-surgery weight to prevent occurrence of adverse treatment-related effects such as lymphedema, since obesity does have influence on lymph fluid level and limb volume. General instructions on having a nutrition-balanced and portion-appropriate diet and physical activity daily or weekly can be effective to maintain pre-surgery weight. Such general instructions may create less burden and stress to women when facing the diagnosis and treatment of breast cancer.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>This study was supported by the National Institute of Health (NINR Project # 1R21NR012288-01A and NIMHD Project # P60 MD000538-03). Its contents are solely the responsibility of the authors and do not necessarily represent the official views of the NIH and other funders. The funders had no role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript.</p>
</ack>
<notes>
<title>Author Contributions</title>
<p>Mei R. Fu, Deborah Axelrod, Amber A. Guth, Robin Kleinman, Caitlin E. Ryan, Joan Scagliola conceived, designed, and conducted the study; Jason Fletcher analyzed the data; Mei R. Fu, Jeanna M. Qiu, Caitlin E. Ryan, Nicholas Chan wrote the paper.</p>
</notes>
<notes>
<title>Conflicts of Interest</title>
<p>The authors declare no conflict of interest.</p>
</notes>
<glossary>
<title>Abbreviations</title>
<def-list>
<def-item>
<term>BMI</term>
<def>
<p>body mass index</p>
</def>
</def-item>
<def-item>
<term>L-Dex</term>
<def>
<p>lymphedema index</p>
</def>
</def-item>
<def-item>
<term>BIA</term>
<def>
<p>bioelectrical impedance analysis</p>
</def>
</def-item>
</def-list>
</glossary>
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<label>31.</label>
<element-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>J.S.</given-names>
</name>
<name>
<surname>Cai</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>C.Y.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>M.X.</given-names>
</name>
</person-group>
<article-title>Body weight changes in breast cancer patients following adjuvant chemotherapy and contributing factors</article-title>
<source>Mol. Clin. Oncol.</source>
<year>2014</year>
<volume>2</volume>
<fpage>105</fpage>
<lpage>110</lpage>
<pub-id pub-id-type="doi">10.3892/mco.2013.209</pub-id>
<pub-id pub-id-type="pmid">24649316</pub-id>
</element-citation>
</ref>
</ref-list>
</back>
</pmc>
</record>

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