{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,14]],"date-time":"2026-10-14T19:55:40Z","timestamp":1792007740259,"version":"4.4.0"},"reference-count":20,"publisher":"Harborside Press, LLC","issue":"9","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,9]]},"abstract":"<jats:p><jats:bold>Background:<\/jats:bold> Observational data investigating the relationship between body habitus and outcomes in breast cancer have been variable and inconsistent, largely centered in the curative setting and focused on weight-based metrics. This study evaluated the impact of muscle measures on outcomes in patients with metastatic breast cancer receiving endocrine-based therapy. <jats:bold>Methods:<\/jats:bold> Baseline CT scans were collected from ECOG-ACRIN E2112, a randomized phase III placebo-controlled study of exemestane with or without entinostat. A CT cross-sectional image at the L3 level was extracted to obtain skeletal muscle mass and attenuation. Low muscle mass (LMM) was defined as skeletal muscle index &lt;41 cm<jats:sup>2<\/jats:sup>\/m<jats:sup>2<\/jats:sup> and low muscle attenuation (LMA) as muscle density &lt;25 HU or &lt;33 HU if overweight\/obese by body mass index (BMI). Multivariable Cox proportional hazard models determined the association between LMM or LMA and progression-free survival (PFS) and overall survival (OS). Correlations between LMM, LMA, and patient-reported outcomes were determined using 2-sample <jats:italic>t<\/jats:italic> tests. <jats:bold>Results:<\/jats:bold> Analyzable CT scans and follow-up data were available for 540 of 608 patients. LMM was present in 39% (n=212) of patients and LMA in 56% (n=301). Those with LMA were more likely to have obesity and worse performance status. LMM was not associated with survival (PFS hazard ratio [HR]: 1.13, <jats:italic>P<\/jats:italic>=.23; OS HR: 1.05, <jats:italic>P<\/jats:italic>=.68), nor was LMA (PFS HR: 1.01, <jats:italic>P<\/jats:italic>=.93; OS HR: 1.00, <jats:italic>P<\/jats:italic>=.99). BMI was not associated with survival. LMA, but not LMM, was associated with increased frequency of patient-reported muscle aches. <jats:bold>Conclusions:<\/jats:bold> Both low muscle mass and density are prevalent in patients with hormone receptor\u2013positive metastatic breast cancer. Muscle measures correlated with obesity and performance status; however, neither muscle mass nor attenuation were associated with prognosis. Further work is needed to refine body composition measurements and select optimal cutoffs with meaningful endpoints in specific breast cancer populations, particularly those living with metastatic disease.<\/jats:p>","DOI":"10.6004\/jnccn.2023.7045","type":"journal-article","created":{"date-parts":[[2023,9,6]],"date-time":"2023-09-06T19:31:33Z","timestamp":1694028693000},"page":"915-923.e1","source":"Crossref","is-referenced-by-count":11,"title":["Impact of Muscle Measures on Outcome in Patients Receiving Endocrine Therapy for Metastatic Breast Cancer: Analysis of ECOG-ACRIN E2112"],"prefix":"10.6004","volume":"21","author":[{"given":"Tarah J.","family":"Ballinger","sequence":"first","affiliation":[{"name":"Indiana University School of Medicine, Indianapolis, Indiana"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Helga S.","family":"Marques","sequence":"additional","affiliation":[{"name":"ECOG-ACRIN Biostatistics Center, Providence, Rhode Island"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gloria","family":"Xue","sequence":"additional","affiliation":[{"name":"Indiana University School of Medicine, Indianapolis, Indiana"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Richard","family":"Hoffman","sequence":"additional","affiliation":[{"name":"Indiana University School of Medicine, Indianapolis, Indiana"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Constantine","family":"Gatsonis","sequence":"additional","affiliation":[{"name":"ECOG-ACRIN Biostatistics Center, Providence, Rhode Island"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fengmin","family":"Zhao","sequence":"additional","affiliation":[{"name":"Dana-Farber Cancer Institute, Boston, Massachusetts"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kathy D.","family":"Miller","sequence":"additional","affiliation":[{"name":"Indiana University School of Medicine, Indianapolis, Indiana"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joseph","family":"Sparano","sequence":"additional","affiliation":[{"name":"Icahn School of Medicine at Mount Sinai, New York, New York"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Roisin M.","family":"Connolly","sequence":"additional","affiliation":[{"name":"University College Cork, Cork, Ireland"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"4047","reference":[{"key":"B1","series-title":"J Clin Oncol","first-page":"1539","article-title":"Cancer cachexia in the age of obesity: skeletal muscle depletion is a powerful prognostic factor, independent of body mass index","volume":"31","author":"Martin L","year":"2013","unstructured":"Martin L, Birdsell L, Macdonald N,  Cancer cachexia in the age of obesity: skeletal muscle depletion is a powerful prognostic factor, independent of body mass index. J Clin Oncol 2013;31:1539\u20131547."},{"key":"B2","series-title":"Eur J Cancer","first-page":"58","article-title":"Prognostic value of sarcopenia in adults with solid tumours: a meta-analysis and systematic review","volume":"57","author":"Shachar SS","year":"2016","unstructured":"Shachar SS, Williams GR, Muss HB,  Prognostic value of sarcopenia in adults with solid tumours: a meta-analysis and systematic review. Eur J Cancer 2016;57:58\u201367."},{"key":"B3","series-title":"Cancer","first-page":"3008","article-title":"Muscle radiodensity and mortality in patients with colorectal cancer","volume":"124","author":"Kroenke CH","year":"2018","unstructured":"Kroenke CH, Prado CM, Meyerhardt JA,  Muscle radiodensity and mortality in patients with colorectal cancer. Cancer 2018;124:3008\u20133015."},{"key":"B4","series-title":"Breast Cancer Res Treat","first-page":"121","article-title":"Myosteatosis at diagnosis is adversely associated with 2-year survival in women with estrogen receptor-negative metastatic breast cancer","volume":"190","author":"Sheean P","year":"2021","unstructured":"Sheean P, Gomez-Perez S, Joyce C,  Myosteatosis at diagnosis is adversely associated with 2-year survival in women with estrogen receptor-negative metastatic breast cancer. Breast Cancer Res Treat 2021;190:121\u2013132."},{"key":"B5","series-title":"Oncotarget","first-page":"33658","article-title":"Skeletal muscle measures and physical function in older adults with cancer: sarcopenia or myopenia?","volume":"8","author":"Williams GR","year":"2017","unstructured":"Williams GR, Deal AM, Muss HB,  Skeletal muscle measures and physical function in older adults with cancer: sarcopenia or myopenia? Oncotarget 2017;8:33658\u201333665."},{"key":"B6","series-title":"JAMA Oncol","first-page":"798","article-title":"Association of muscle and adiposity measured by computed tomography with survival in patients with nonmetastatic breast cancer","volume":"4","author":"Caan BJ","year":"2018","unstructured":"Caan BJ, Cespedes Feliciano EM, Prado CM,  Association of muscle and adiposity measured by computed tomography with survival in patients with nonmetastatic breast cancer. JAMA Oncol 2018;4:798\u2013804."},{"key":"B7","series-title":"Clin Cancer Res","first-page":"2920","article-title":"Sarcopenia as a determinant of chemotherapy toxicity and time to tumor progression in metastatic breast cancer patients receiving capecitabine treatment","volume":"15","author":"Prado CM","year":"2009","unstructured":"Prado CM, Baracos VE, McCargar LJ,  Sarcopenia as a determinant of chemotherapy toxicity and time to tumor progression in metastatic breast cancer patients receiving capecitabine treatment. Clin Cancer Res 2009;15:2920\u20132926."},{"key":"B8","series-title":"Clin Cancer Res","first-page":"658","article-title":"Skeletal muscle measures as predictors of toxicity, hospitalization, and survival in patients with metastatic breast cancer receiving taxane-based chemotherapy","volume":"23","author":"Shachar SS","year":"2017","unstructured":"Shachar SS, Deal AM, Weinberg M,  Skeletal muscle measures as predictors of toxicity, hospitalization, and survival in patients with metastatic breast cancer receiving taxane-based chemotherapy. Clin Cancer Res 2017;23:658\u2013665."},{"key":"B9","series-title":"Breast","first-page":"9","article-title":"Low muscle attenuation is a prognostic factor for survival in metastatic breast cancer patients treated with first line palliative chemotherapy","volume":"31","author":"Rier HN","year":"2017","unstructured":"Rier HN, Jager A, Sleijfer S,  Low muscle attenuation is a prognostic factor for survival in metastatic breast cancer patients treated with first line palliative chemotherapy. Breast 2017;31:9\u201315."},{"key":"B10","series-title":"J Clin Oncol","first-page":"3171","article-title":"E2112: randomized phase III trial of endocrine therapy plus entinostat or placebo in hormone receptor-positive advanced breast cancer. A trial of the ECOG-ACRIN Cancer Research Group","volume":"39","author":"Connolly RM","year":"2021","unstructured":"Connolly RM, Zhao F, Miller KD,  E2112: randomized phase III trial of endocrine therapy plus entinostat or placebo in hormone receptor-positive advanced breast cancer. A trial of the ECOG-ACRIN Cancer Research Group. J Clin Oncol 2021;39:3171\u20133181."},{"key":"B11","series-title":"Appl Physiol Nutr Metab","first-page":"997","article-title":"A practical and precise approach to quantification of body composition in cancer patients using computed tomography images acquired during routine care","volume":"33","author":"Mourtzakis M","year":"2008","unstructured":"Mourtzakis M, Prado CM, Lieffers JR,  A practical and precise approach to quantification of body composition in cancer patients using computed tomography images acquired during routine care. Appl Physiol Nutr Metab 2008;33:997\u20131006."},{"key":"B12","series-title":"J Cachexia Sarcopenia Muscle","first-page":"285","article-title":"A comparative study of software programmes for cross-sectional skeletal muscle and adipose tissue measurements on abdominal computed tomography scans of rectal cancer patients","volume":"8","author":"van Vugt JL","year":"2017","unstructured":"van Vugt JL, Levolger S, Gharbharan A,  A comparative study of software programmes for cross-sectional skeletal muscle and adipose tissue measurements on abdominal computed tomography scans of rectal cancer patients. J Cachexia Sarcopenia Muscle 2017;8:285\u2013297."},{"key":"B13","series-title":"J Clin Oncol","first-page":"875","article-title":"Effects of aerobic and resistance exercise on metabolic syndrome, sarcopenic obesity, and circulating biomarkers in overweight or obese survivors of breast cancer: a randomized controlled trial","volume":"36","author":"Dieli-Conwright CM","year":"2018","unstructured":"Dieli-Conwright CM, Courneya KS, Demark-Wahnefried W,  Effects of aerobic and resistance exercise on metabolic syndrome, sarcopenic obesity, and circulating biomarkers in overweight or obese survivors of breast cancer: a randomized controlled trial. J Clin Oncol 2018;36:875\u2013883."},{"key":"B14","series-title":"JAMA Netw Open","first-page":"e2241720","article-title":"Comparison of acupuncture vs sham acupuncture or waiting list control in the treatment of aromatase inhibitor\u2013related joint pain: a randomized clinical trial","volume":"5","author":"Hershman DL","year":"2022","unstructured":"Hershman DL, Unger JM, Greenlee H,  Comparison of acupuncture vs sham acupuncture or waiting list control in the treatment of aromatase inhibitor\u2013related joint pain: a randomized clinical trial. JAMA Netw Open 2022;5:e2241720."},{"key":"B15","series-title":"Eur J Surg Oncol","first-page":"e31","article-title":"Sarcopenia as a predicting factor for chemotherapy in advanced breast cancer patients","volume":"45","author":"Lee HJ","year":"2019","unstructured":"Lee HJ, Kim HS, Kim WY,  Sarcopenia as a predicting factor for chemotherapy in advanced breast cancer patients. Eur J Surg Oncol 2019;45:e31."},{"key":"B16","series-title":"Breast Cancer Res Treat","first-page":"199","article-title":"Computed tomography-based analyses of baseline body composition parameters and changes in breast cancer patients under treatment with CDK 4\/6 inhibitors","volume":"181","author":"Franzoi MA","year":"2020","unstructured":"Franzoi MA, Vandeputte C, Eiger D,  Computed tomography-based analyses of baseline body composition parameters and changes in breast cancer patients under treatment with CDK 4\/6 inhibitors. Breast Cancer Res Treat 2020;181:199\u2013209."},{"key":"B17","series-title":"Front Oncol","first-page":"987012","article-title":"Do body composition parameters correlate with response to targeted therapy in ER+\/HER2- metastatic breast cancer patients? Role of sarcopenia and obesity","volume":"12","author":"Kripa E","year":"2022","unstructured":"Kripa E, Rizzo V, Galati F,  Do body composition parameters correlate with response to targeted therapy in ER+\/HER2- metastatic breast cancer patients? Role of sarcopenia and obesity. Front Oncol 2022;12:987012."},{"key":"B18","series-title":"Oncologist","first-page":"1396","article-title":"The prevalence and prognostic value of low muscle mass in cancer patients: a review of the literature","volume":"21","author":"Rier HN","year":"2016","unstructured":"Rier HN, Jager A, Sleijfer S,  The prevalence and prognostic value of low muscle mass in cancer patients: a review of the literature. Oncologist 2016;21:1396\u20131409."},{"key":"B19","series-title":"J Cachexia Sarcopenia Muscle","first-page":"203","article-title":"Scaling of computed tomography body composition to height: relevance of height-normalized indices in patients with colorectal cancer","volume":"13","author":"Brown JC","year":"2022","unstructured":"Brown JC, Heymsfield SB, Caan BJ. Scaling of computed tomography body composition to height: relevance of height-normalized indices in patients with colorectal cancer. J Cachexia Sarcopenia Muscle 2022;13:203\u2013209."},{"key":"B20","series-title":"Clin Nutr","first-page":"2607","article-title":"Adipose tissue radiodensity and mortality among patients with nonmetastatic breast cancer","volume":"41","author":"Cheng E","year":"2022","unstructured":"Cheng E, Caan BJ, Chen WY,  Adipose tissue radiodensity and mortality among patients with nonmetastatic breast cancer. Clin Nutr 2022;41:2607\u20132613."}],"container-title":["Journal of the National Comprehensive Cancer Network"],"original-title":[],"link":[{"URL":"https:\/\/jnccn.org\/view\/journals\/jnccn\/21\/9\/article-p915.xml","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/jnccn.org\/view\/journals\/jnccn\/21\/9\/article-p915.xml","content-type":"text\/html","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/jnccn.org\/view\/journals\/jnccn\/21\/9\/article-p915.xml","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,6]],"date-time":"2023-09-06T19:31:33Z","timestamp":1694028693000},"score":1,"resource":{"primary":{"URL":"https:\/\/jnccn.org\/view\/journals\/jnccn\/21\/9\/article-p915.xml"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9]]},"references-count":20,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.6004\/jnccn.2023.7045","relation":{},"ISSN":["1540-1405","1540-1413"],"issn-type":[{"value":"1540-1405","type":"print"},{"value":"1540-1413","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,9]]}}}