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Lower Pectoralis Muscle Area Is Associated with a Worse Overall Survival in Non-Small Cell Lung Cancer
Muscle wasting is a component of the diagnosis of cancer cachexia and has been associated with poor prognosis. However, recommended tools to measure sarcopenia are limited by poor sensitivity or the need to perform additional scans. We hypothesized that pectoralis muscle area (PMA) measured objectiv...
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Published in: | Cancer epidemiology, biomarkers & prevention biomarkers & prevention, 2017-01, Vol.26 (1), p.38-43 |
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description | Muscle wasting is a component of the diagnosis of cancer cachexia and has been associated with poor prognosis. However, recommended tools to measure sarcopenia are limited by poor sensitivity or the need to perform additional scans. We hypothesized that pectoralis muscle area (PMA) measured objectively on chest CT scan may be associated with overall survival (OS) in non-small cell lung cancer (NSCLC).
We evaluated 252 cases from a prospectively enrolling lung cancer cohort. Eligible cases had CT scans performed prior to the initiation of surgery, radiation, or chemotherapy. PMA was measured in a semi-automated fashion while blinded to characteristics of the tumor, lung, and patient outcomes.
Men had a significantly greater PMA than women (37.59 vs. 26.19 cm
, P < 0.0001). In univariate analysis, PMA was associated with age and body mass index (BMI). A Cox proportional hazards model was constructed to account for confounders associated with survival. Lower pectoralis area (per cm
) at diagnosis was associated with an increased hazard of death of 2% (HR
, 0.98; confidence interval, 0.96-0.99; P = 0.044) while adjusting for age, sex, smoking, chronic bronchitis, emphysema, histology, stage, chemotherapy, radiation, surgery, BMI, and ECOG performance status.
Lower PMA measured from chest CT scans obtained at the time of diagnosis of NSCLC is associated with a worse OS.
PMA may be a valuable CT biomarker for sarcopenia-associated lung cancer survival. Cancer Epidemiol Biomarkers Prev; 26(1); 38-43. ©2016 AACR SEE ALL THE ARTICLES IN THIS CEBP FOCUS SECTION, "THE OBESITY PARADOX IN CANCER EVIDENCE AND NEW DIRECTIONS". |
doi_str_mv | 10.1158/1055-9965.EPI-15-1067 |
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We evaluated 252 cases from a prospectively enrolling lung cancer cohort. Eligible cases had CT scans performed prior to the initiation of surgery, radiation, or chemotherapy. PMA was measured in a semi-automated fashion while blinded to characteristics of the tumor, lung, and patient outcomes.
Men had a significantly greater PMA than women (37.59 vs. 26.19 cm
, P < 0.0001). In univariate analysis, PMA was associated with age and body mass index (BMI). A Cox proportional hazards model was constructed to account for confounders associated with survival. Lower pectoralis area (per cm
) at diagnosis was associated with an increased hazard of death of 2% (HR
, 0.98; confidence interval, 0.96-0.99; P = 0.044) while adjusting for age, sex, smoking, chronic bronchitis, emphysema, histology, stage, chemotherapy, radiation, surgery, BMI, and ECOG performance status.
Lower PMA measured from chest CT scans obtained at the time of diagnosis of NSCLC is associated with a worse OS.
PMA may be a valuable CT biomarker for sarcopenia-associated lung cancer survival. Cancer Epidemiol Biomarkers Prev; 26(1); 38-43. ©2016 AACR SEE ALL THE ARTICLES IN THIS CEBP FOCUS SECTION, "THE OBESITY PARADOX IN CANCER EVIDENCE AND NEW DIRECTIONS".</description><identifier>ISSN: 1055-9965</identifier><identifier>EISSN: 1538-7755</identifier><identifier>DOI: 10.1158/1055-9965.EPI-15-1067</identifier><identifier>PMID: 27197281</identifier><language>eng</language><publisher>United States: American Association for Cancer Research, Inc</publisher><subject>Aged ; Analysis of Variance ; Biopsy, Needle ; Body mass ; Body mass index ; Bronchitis ; Cachexia ; Carcinoma, Non-Small-Cell Lung - mortality ; Carcinoma, Non-Small-Cell Lung - pathology ; Carcinoma, Non-Small-Cell Lung - therapy ; Cell survival ; Chemotherapy ; Chest ; Cohort Studies ; Computed tomography ; Diagnosis ; Disease-Free Survival ; Emphysema ; Female ; Histology ; Humans ; Immunohistochemistry ; Kaplan-Meier Estimate ; Lung cancer ; Lung Neoplasms - mortality ; Lung Neoplasms - pathology ; Lung Neoplasms - therapy ; Lungs ; Male ; Medical imaging ; Medical prognosis ; Middle Aged ; Muscles ; Muscular Atrophy - diagnostic imaging ; Muscular Atrophy - mortality ; Muscular Atrophy - pathology ; Non-small cell lung carcinoma ; Pectoralis Muscles - diagnostic imaging ; Pectoralis Muscles - pathology ; Prognosis ; Proportional Hazards Models ; Prospective Studies ; Radiation ; Risk Assessment ; Sarcopenia ; Smoking ; Statistical models ; Surgery ; Survival Analysis ; Tomography, X-Ray Computed - methods</subject><ispartof>Cancer epidemiology, biomarkers & prevention, 2017-01, Vol.26 (1), p.38-43</ispartof><rights>2016 American Association for Cancer Research.</rights><rights>Copyright American Association for Cancer Research, Inc. Jan 2017</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c472t-ba09640b6635df0753e9d971ea6d2b52daab1ea109bf912bb89d6c86c6323c8a3</citedby><cites>FETCH-LOGICAL-c472t-ba09640b6635df0753e9d971ea6d2b52daab1ea109bf912bb89d6c86c6323c8a3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,27903,27904</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27197281$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kinsey, C Matthew</creatorcontrib><creatorcontrib>San José Estépar, Raul</creatorcontrib><creatorcontrib>van der Velden, Jos</creatorcontrib><creatorcontrib>Cole, Bernard F</creatorcontrib><creatorcontrib>Christiani, David C</creatorcontrib><creatorcontrib>Washko, George R</creatorcontrib><title>Lower Pectoralis Muscle Area Is Associated with a Worse Overall Survival in Non-Small Cell Lung Cancer</title><title>Cancer epidemiology, biomarkers & prevention</title><addtitle>Cancer Epidemiol Biomarkers Prev</addtitle><description>Muscle wasting is a component of the diagnosis of cancer cachexia and has been associated with poor prognosis. However, recommended tools to measure sarcopenia are limited by poor sensitivity or the need to perform additional scans. We hypothesized that pectoralis muscle area (PMA) measured objectively on chest CT scan may be associated with overall survival (OS) in non-small cell lung cancer (NSCLC).
We evaluated 252 cases from a prospectively enrolling lung cancer cohort. Eligible cases had CT scans performed prior to the initiation of surgery, radiation, or chemotherapy. PMA was measured in a semi-automated fashion while blinded to characteristics of the tumor, lung, and patient outcomes.
Men had a significantly greater PMA than women (37.59 vs. 26.19 cm
, P < 0.0001). In univariate analysis, PMA was associated with age and body mass index (BMI). A Cox proportional hazards model was constructed to account for confounders associated with survival. Lower pectoralis area (per cm
) at diagnosis was associated with an increased hazard of death of 2% (HR
, 0.98; confidence interval, 0.96-0.99; P = 0.044) while adjusting for age, sex, smoking, chronic bronchitis, emphysema, histology, stage, chemotherapy, radiation, surgery, BMI, and ECOG performance status.
Lower PMA measured from chest CT scans obtained at the time of diagnosis of NSCLC is associated with a worse OS.
PMA may be a valuable CT biomarker for sarcopenia-associated lung cancer survival. Cancer Epidemiol Biomarkers Prev; 26(1); 38-43. ©2016 AACR SEE ALL THE ARTICLES IN THIS CEBP FOCUS SECTION, "THE OBESITY PARADOX IN CANCER EVIDENCE AND NEW DIRECTIONS".</description><subject>Aged</subject><subject>Analysis of Variance</subject><subject>Biopsy, Needle</subject><subject>Body mass</subject><subject>Body mass index</subject><subject>Bronchitis</subject><subject>Cachexia</subject><subject>Carcinoma, Non-Small-Cell Lung - mortality</subject><subject>Carcinoma, Non-Small-Cell Lung - pathology</subject><subject>Carcinoma, Non-Small-Cell Lung - therapy</subject><subject>Cell survival</subject><subject>Chemotherapy</subject><subject>Chest</subject><subject>Cohort Studies</subject><subject>Computed tomography</subject><subject>Diagnosis</subject><subject>Disease-Free Survival</subject><subject>Emphysema</subject><subject>Female</subject><subject>Histology</subject><subject>Humans</subject><subject>Immunohistochemistry</subject><subject>Kaplan-Meier Estimate</subject><subject>Lung cancer</subject><subject>Lung Neoplasms - mortality</subject><subject>Lung Neoplasms - pathology</subject><subject>Lung Neoplasms - therapy</subject><subject>Lungs</subject><subject>Male</subject><subject>Medical imaging</subject><subject>Medical prognosis</subject><subject>Middle Aged</subject><subject>Muscles</subject><subject>Muscular Atrophy - diagnostic imaging</subject><subject>Muscular Atrophy - mortality</subject><subject>Muscular Atrophy - pathology</subject><subject>Non-small cell lung carcinoma</subject><subject>Pectoralis Muscles - diagnostic imaging</subject><subject>Pectoralis Muscles - pathology</subject><subject>Prognosis</subject><subject>Proportional Hazards Models</subject><subject>Prospective Studies</subject><subject>Radiation</subject><subject>Risk Assessment</subject><subject>Sarcopenia</subject><subject>Smoking</subject><subject>Statistical models</subject><subject>Surgery</subject><subject>Survival Analysis</subject><subject>Tomography, X-Ray Computed - methods</subject><issn>1055-9965</issn><issn>1538-7755</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNqNkUtr3DAQgEVJaR7tT2gR5JKLE41kvS6FZcljYdME0tKjkGU5UfBaqWRv6L-vTB40PfUiaaRvhhl9CH0GcgzA1QkQziutBT8-vV5VwCsgQr5De8CZqqTkfKecX5hdtJ_zPSFEas4_oF0qQUuqYA916_joE772bozJ9iHjyym73uNF8havMl7kHF2wo2_xYxjvsMU_Y8oeX2194Xt8M6Vt2NoehwF_i0N1s5lvl74s62m4xUs7OJ8-oved7bP_9LwfoB9np9-XF9X66ny1XKwrV0s6Vo0lWtSkEYLxtiOSM69bLcFb0dKG09bapgRAdNNpoE2jdCucEk4wypyy7AB9far7MDUb3zo_jKVL85DCxqbfJtpg3r4M4c7cxq3hAIJKXQocPRdI8dfk82g2IbsyjR18nLIBJRSraynof6BUCKklEQU9_Ae9j1Mayk8Y0IrRWhI2U_yJcinmnHz32jcQM0s3s1AzCzVFugFuZukl78vfQ79mvVhmfwC9mKgT</recordid><startdate>20170101</startdate><enddate>20170101</enddate><creator>Kinsey, C Matthew</creator><creator>San José Estépar, Raul</creator><creator>van der Velden, Jos</creator><creator>Cole, Bernard F</creator><creator>Christiani, David C</creator><creator>Washko, George R</creator><general>American Association for Cancer Research, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TM</scope><scope>7TO</scope><scope>H94</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20170101</creationdate><title>Lower Pectoralis Muscle Area Is Associated with a Worse Overall Survival in Non-Small Cell Lung Cancer</title><author>Kinsey, C Matthew ; San José Estépar, Raul ; van der Velden, Jos ; Cole, Bernard F ; Christiani, David C ; Washko, George R</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c472t-ba09640b6635df0753e9d971ea6d2b52daab1ea109bf912bb89d6c86c6323c8a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Aged</topic><topic>Analysis of Variance</topic><topic>Biopsy, Needle</topic><topic>Body mass</topic><topic>Body mass index</topic><topic>Bronchitis</topic><topic>Cachexia</topic><topic>Carcinoma, Non-Small-Cell Lung - mortality</topic><topic>Carcinoma, Non-Small-Cell Lung - pathology</topic><topic>Carcinoma, Non-Small-Cell Lung - therapy</topic><topic>Cell survival</topic><topic>Chemotherapy</topic><topic>Chest</topic><topic>Cohort Studies</topic><topic>Computed tomography</topic><topic>Diagnosis</topic><topic>Disease-Free Survival</topic><topic>Emphysema</topic><topic>Female</topic><topic>Histology</topic><topic>Humans</topic><topic>Immunohistochemistry</topic><topic>Kaplan-Meier Estimate</topic><topic>Lung cancer</topic><topic>Lung Neoplasms - mortality</topic><topic>Lung Neoplasms - pathology</topic><topic>Lung Neoplasms - therapy</topic><topic>Lungs</topic><topic>Male</topic><topic>Medical imaging</topic><topic>Medical prognosis</topic><topic>Middle Aged</topic><topic>Muscles</topic><topic>Muscular Atrophy - diagnostic imaging</topic><topic>Muscular Atrophy - mortality</topic><topic>Muscular Atrophy - pathology</topic><topic>Non-small cell lung carcinoma</topic><topic>Pectoralis Muscles - diagnostic imaging</topic><topic>Pectoralis Muscles - pathology</topic><topic>Prognosis</topic><topic>Proportional Hazards Models</topic><topic>Prospective Studies</topic><topic>Radiation</topic><topic>Risk Assessment</topic><topic>Sarcopenia</topic><topic>Smoking</topic><topic>Statistical models</topic><topic>Surgery</topic><topic>Survival Analysis</topic><topic>Tomography, X-Ray Computed - methods</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kinsey, C Matthew</creatorcontrib><creatorcontrib>San José Estépar, Raul</creatorcontrib><creatorcontrib>van der Velden, Jos</creatorcontrib><creatorcontrib>Cole, Bernard F</creatorcontrib><creatorcontrib>Christiani, David C</creatorcontrib><creatorcontrib>Washko, George R</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Nucleic Acids Abstracts</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Cancer epidemiology, biomarkers & prevention</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kinsey, C Matthew</au><au>San José Estépar, Raul</au><au>van der Velden, Jos</au><au>Cole, Bernard F</au><au>Christiani, David C</au><au>Washko, George R</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Lower Pectoralis Muscle Area Is Associated with a Worse Overall Survival in Non-Small Cell Lung Cancer</atitle><jtitle>Cancer epidemiology, biomarkers & prevention</jtitle><addtitle>Cancer Epidemiol Biomarkers Prev</addtitle><date>2017-01-01</date><risdate>2017</risdate><volume>26</volume><issue>1</issue><spage>38</spage><epage>43</epage><pages>38-43</pages><issn>1055-9965</issn><eissn>1538-7755</eissn><abstract>Muscle wasting is a component of the diagnosis of cancer cachexia and has been associated with poor prognosis. However, recommended tools to measure sarcopenia are limited by poor sensitivity or the need to perform additional scans. We hypothesized that pectoralis muscle area (PMA) measured objectively on chest CT scan may be associated with overall survival (OS) in non-small cell lung cancer (NSCLC).
We evaluated 252 cases from a prospectively enrolling lung cancer cohort. Eligible cases had CT scans performed prior to the initiation of surgery, radiation, or chemotherapy. PMA was measured in a semi-automated fashion while blinded to characteristics of the tumor, lung, and patient outcomes.
Men had a significantly greater PMA than women (37.59 vs. 26.19 cm
, P < 0.0001). In univariate analysis, PMA was associated with age and body mass index (BMI). A Cox proportional hazards model was constructed to account for confounders associated with survival. Lower pectoralis area (per cm
) at diagnosis was associated with an increased hazard of death of 2% (HR
, 0.98; confidence interval, 0.96-0.99; P = 0.044) while adjusting for age, sex, smoking, chronic bronchitis, emphysema, histology, stage, chemotherapy, radiation, surgery, BMI, and ECOG performance status.
Lower PMA measured from chest CT scans obtained at the time of diagnosis of NSCLC is associated with a worse OS.
PMA may be a valuable CT biomarker for sarcopenia-associated lung cancer survival. Cancer Epidemiol Biomarkers Prev; 26(1); 38-43. ©2016 AACR SEE ALL THE ARTICLES IN THIS CEBP FOCUS SECTION, "THE OBESITY PARADOX IN CANCER EVIDENCE AND NEW DIRECTIONS".</abstract><cop>United States</cop><pub>American Association for Cancer Research, Inc</pub><pmid>27197281</pmid><doi>10.1158/1055-9965.EPI-15-1067</doi><tpages>6</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Aged Analysis of Variance Biopsy, Needle Body mass Body mass index Bronchitis Cachexia Carcinoma, Non-Small-Cell Lung - mortality Carcinoma, Non-Small-Cell Lung - pathology Carcinoma, Non-Small-Cell Lung - therapy Cell survival Chemotherapy Chest Cohort Studies Computed tomography Diagnosis Disease-Free Survival Emphysema Female Histology Humans Immunohistochemistry Kaplan-Meier Estimate Lung cancer Lung Neoplasms - mortality Lung Neoplasms - pathology Lung Neoplasms - therapy Lungs Male Medical imaging Medical prognosis Middle Aged Muscles Muscular Atrophy - diagnostic imaging Muscular Atrophy - mortality Muscular Atrophy - pathology Non-small cell lung carcinoma Pectoralis Muscles - diagnostic imaging Pectoralis Muscles - pathology Prognosis Proportional Hazards Models Prospective Studies Radiation Risk Assessment Sarcopenia Smoking Statistical models Surgery Survival Analysis Tomography, X-Ray Computed - methods |
title | Lower Pectoralis Muscle Area Is Associated with a Worse Overall Survival in Non-Small Cell Lung Cancer |
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