Fatigue After Breast Cancer Treatment: Biobehavioral Predictors of Fatigue Trajectories
Objective: Fatigue is a common side effect of cancer treatment, but there is considerable variability in fatigue severity and persistence among survivors. This study aimed to characterize longitudinal trajectories of fatigue after breast cancer treatment and to identify predictors of varying fatigue...
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Veröffentlicht in: | Health psychology 2018-11, Vol.37 (11), p.1025-1034 |
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description | Objective: Fatigue is a common side effect of cancer treatment, but there is considerable variability in fatigue severity and persistence among survivors. This study aimed to characterize longitudinal trajectories of fatigue after breast cancer treatment and to identify predictors of varying fatigue trajectories. Methods: Women (N = 191) from the Mind-Body Study completed assessments after primary treatment for early stage breast cancer and at regular follow-ups that occurred up to 6 years after treatment (M = 4.3 years). Growth mixture models were used to characterize fatigue trajectories, and demographic, medical, and biobehavioral risk factors were examined as predictors of trajectory group. Results: Five trajectories were identified, characterized as High, Recovery, Late, Low, and Very Low fatigue. The High and Recovery groups (40% of sample) evidenced elevated fatigue at posttreatment that declined in Recovery but persisted in the High group. In bivariate analyses, trajectory groups differed significantly on depressive symptoms, sleep disturbance, childhood adversity, body mass index, and the inflammatory marker soluble TNF receptor type II, which were higher in the High and/or Recovery groups. In multivariate models, depressive symptoms and childhood adversity distinguished High and Recovery from other groups. Rates of chemotherapy were higher in the Recovery than in the High or Late group, whereas rates of endocrine therapy were higher in the High than in the Recovery group. Conclusions: There are distinct longitudinal trajectories of fatigue after breast cancer treatment. Psychological factors are strongly associated with adverse fatigue trajectories, and together with treatment exposures may increase risk for cancer-related fatigue. |
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This study aimed to characterize longitudinal trajectories of fatigue after breast cancer treatment and to identify predictors of varying fatigue trajectories. Methods: Women (N = 191) from the Mind-Body Study completed assessments after primary treatment for early stage breast cancer and at regular follow-ups that occurred up to 6 years after treatment (M = 4.3 years). Growth mixture models were used to characterize fatigue trajectories, and demographic, medical, and biobehavioral risk factors were examined as predictors of trajectory group. Results: Five trajectories were identified, characterized as High, Recovery, Late, Low, and Very Low fatigue. The High and Recovery groups (40% of sample) evidenced elevated fatigue at posttreatment that declined in Recovery but persisted in the High group. In bivariate analyses, trajectory groups differed significantly on depressive symptoms, sleep disturbance, childhood adversity, body mass index, and the inflammatory marker soluble TNF receptor type II, which were higher in the High and/or Recovery groups. In multivariate models, depressive symptoms and childhood adversity distinguished High and Recovery from other groups. Rates of chemotherapy were higher in the Recovery than in the High or Late group, whereas rates of endocrine therapy were higher in the High than in the Recovery group. Conclusions: There are distinct longitudinal trajectories of fatigue after breast cancer treatment. Psychological factors are strongly associated with adverse fatigue trajectories, and together with treatment exposures may increase risk for cancer-related fatigue.</description><identifier>ISSN: 0278-6133</identifier><identifier>EISSN: 1930-7810</identifier><identifier>DOI: 10.1037/hea0000652</identifier><identifier>PMID: 30321021</identifier><language>eng</language><publisher>United States: American Psychological Association</publisher><subject>Adversity ; Antineoplastic Agents - therapeutic use ; Biomarkers ; Body Mass Index ; Breast cancer ; Breast Neoplasms ; Breast Neoplasms - pathology ; Breast Neoplasms - therapy ; Cancer therapies ; Chemotherapy ; Childhood ; Demographic Characteristics ; Depression - physiopathology ; Early Intervention ; Endocrine therapy ; Fatigue ; Fatigue - physiopathology ; Fatigue - psychology ; Female ; Follow-Up Studies ; Human ; Humans ; Inflammation ; Major Depression ; Mastectomy ; Mental depression ; Middle Aged ; Mind and body ; Psychological aspects ; Radiotherapy ; Recovery ; Recovery (Disorders) ; Risk Factors ; Severity ; Sleep disorders ; Sleep Wake Disorders ; Sleep Wake Disorders - physiopathology ; Survivor ; Symptoms ; Treatment ; Variability ; Women</subject><ispartof>Health psychology, 2018-11, Vol.37 (11), p.1025-1034</ispartof><rights>2018 American Psychological Association</rights><rights>2018, American Psychological Association</rights><rights>Copyright American Psychological Association Nov 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a472t-f92953568810a9746cbb82495dc4de6a1a9239f0227ef0a34bfb16c1232ba7d33</citedby><orcidid>0000-0002-1502-8431 ; 0000-0002-0271-6702</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,27901,27902,30976</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30321021$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Freedland, Kenneth E</contributor><creatorcontrib>Bower, Julienne E.</creatorcontrib><creatorcontrib>Wiley, Joshua</creatorcontrib><creatorcontrib>Petersen, Laura</creatorcontrib><creatorcontrib>Irwin, Michael R.</creatorcontrib><creatorcontrib>Cole, Steve W.</creatorcontrib><creatorcontrib>Ganz, Patricia A.</creatorcontrib><title>Fatigue After Breast Cancer Treatment: Biobehavioral Predictors of Fatigue Trajectories</title><title>Health psychology</title><addtitle>Health Psychol</addtitle><description>Objective: Fatigue is a common side effect of cancer treatment, but there is considerable variability in fatigue severity and persistence among survivors. This study aimed to characterize longitudinal trajectories of fatigue after breast cancer treatment and to identify predictors of varying fatigue trajectories. Methods: Women (N = 191) from the Mind-Body Study completed assessments after primary treatment for early stage breast cancer and at regular follow-ups that occurred up to 6 years after treatment (M = 4.3 years). Growth mixture models were used to characterize fatigue trajectories, and demographic, medical, and biobehavioral risk factors were examined as predictors of trajectory group. Results: Five trajectories were identified, characterized as High, Recovery, Late, Low, and Very Low fatigue. The High and Recovery groups (40% of sample) evidenced elevated fatigue at posttreatment that declined in Recovery but persisted in the High group. In bivariate analyses, trajectory groups differed significantly on depressive symptoms, sleep disturbance, childhood adversity, body mass index, and the inflammatory marker soluble TNF receptor type II, which were higher in the High and/or Recovery groups. In multivariate models, depressive symptoms and childhood adversity distinguished High and Recovery from other groups. Rates of chemotherapy were higher in the Recovery than in the High or Late group, whereas rates of endocrine therapy were higher in the High than in the Recovery group. Conclusions: There are distinct longitudinal trajectories of fatigue after breast cancer treatment. Psychological factors are strongly associated with adverse fatigue trajectories, and together with treatment exposures may increase risk for cancer-related fatigue.</description><subject>Adversity</subject><subject>Antineoplastic Agents - therapeutic use</subject><subject>Biomarkers</subject><subject>Body Mass Index</subject><subject>Breast cancer</subject><subject>Breast Neoplasms</subject><subject>Breast Neoplasms - pathology</subject><subject>Breast Neoplasms - therapy</subject><subject>Cancer therapies</subject><subject>Chemotherapy</subject><subject>Childhood</subject><subject>Demographic Characteristics</subject><subject>Depression - physiopathology</subject><subject>Early Intervention</subject><subject>Endocrine therapy</subject><subject>Fatigue</subject><subject>Fatigue - physiopathology</subject><subject>Fatigue - psychology</subject><subject>Female</subject><subject>Follow-Up Studies</subject><subject>Human</subject><subject>Humans</subject><subject>Inflammation</subject><subject>Major Depression</subject><subject>Mastectomy</subject><subject>Mental depression</subject><subject>Middle Aged</subject><subject>Mind and body</subject><subject>Psychological aspects</subject><subject>Radiotherapy</subject><subject>Recovery</subject><subject>Recovery (Disorders)</subject><subject>Risk Factors</subject><subject>Severity</subject><subject>Sleep disorders</subject><subject>Sleep Wake Disorders</subject><subject>Sleep Wake Disorders - physiopathology</subject><subject>Survivor</subject><subject>Symptoms</subject><subject>Treatment</subject><subject>Variability</subject><subject>Women</subject><issn>0278-6133</issn><issn>1930-7810</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>7QJ</sourceid><recordid>eNp9kV1rFDEUhoModq3e-ANkwJsijM3XJBMvCu1itVDQixUvw5lMpptldrImmUL_fc-ybf24MDfhJA8P78sh5C2jHxkV-nTtgeJRDX9GFswIWuuW0edkQblua8WEOCKvct4gw03TvCRHggrOKGcL8vMSSriZfXU-FJ-qi-Qhl2oJk8NphVPZ-ql8qi5C7PwabkNMMFbfk--DKzHlKg7Vo2KVYOP3r8Hn1-TFAGP2bx7uY_Lj8vNq-bW-_vblanl-XYPUvNSDwUSiUS0GBqOlcl3Xcmma3sneK2BguDAD5Vz7gYKQ3dAx5RgXvAPdC3FMzg7e3dxtfe8wLAa0uxS2kO5shGD__pnC2t7EW6uE5lJRFJw8CFL8Nftc7DZk58cRJh_nbDnjVEvDtEb0_T_oJs5pwnp7SmFSqdr_U8xgSSYkUh8OlEsx5-SHp8iM2v1W7e-tIvzuz5JP6OMaEagPAOzA7vKdg1SCG312c0pYfC-z6GQM3bwR9544q-A</recordid><startdate>201811</startdate><enddate>201811</enddate><creator>Bower, Julienne E.</creator><creator>Wiley, Joshua</creator><creator>Petersen, Laura</creator><creator>Irwin, Michael R.</creator><creator>Cole, Steve W.</creator><creator>Ganz, Patricia A.</creator><general>American Psychological Association</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>7RZ</scope><scope>PSYQQ</scope><scope>7QJ</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-1502-8431</orcidid><orcidid>https://orcid.org/0000-0002-0271-6702</orcidid></search><sort><creationdate>201811</creationdate><title>Fatigue After Breast Cancer Treatment: Biobehavioral Predictors of Fatigue Trajectories</title><author>Bower, Julienne E. ; Wiley, Joshua ; Petersen, Laura ; Irwin, Michael R. ; Cole, Steve W. ; Ganz, Patricia A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a472t-f92953568810a9746cbb82495dc4de6a1a9239f0227ef0a34bfb16c1232ba7d33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Adversity</topic><topic>Antineoplastic Agents - therapeutic use</topic><topic>Biomarkers</topic><topic>Body Mass Index</topic><topic>Breast cancer</topic><topic>Breast Neoplasms</topic><topic>Breast Neoplasms - pathology</topic><topic>Breast Neoplasms - therapy</topic><topic>Cancer therapies</topic><topic>Chemotherapy</topic><topic>Childhood</topic><topic>Demographic Characteristics</topic><topic>Depression - physiopathology</topic><topic>Early Intervention</topic><topic>Endocrine therapy</topic><topic>Fatigue</topic><topic>Fatigue - physiopathology</topic><topic>Fatigue - psychology</topic><topic>Female</topic><topic>Follow-Up Studies</topic><topic>Human</topic><topic>Humans</topic><topic>Inflammation</topic><topic>Major Depression</topic><topic>Mastectomy</topic><topic>Mental depression</topic><topic>Middle Aged</topic><topic>Mind and body</topic><topic>Psychological aspects</topic><topic>Radiotherapy</topic><topic>Recovery</topic><topic>Recovery (Disorders)</topic><topic>Risk Factors</topic><topic>Severity</topic><topic>Sleep disorders</topic><topic>Sleep Wake Disorders</topic><topic>Sleep Wake Disorders - physiopathology</topic><topic>Survivor</topic><topic>Symptoms</topic><topic>Treatment</topic><topic>Variability</topic><topic>Women</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bower, Julienne E.</creatorcontrib><creatorcontrib>Wiley, Joshua</creatorcontrib><creatorcontrib>Petersen, Laura</creatorcontrib><creatorcontrib>Irwin, Michael R.</creatorcontrib><creatorcontrib>Cole, Steve W.</creatorcontrib><creatorcontrib>Ganz, Patricia A.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>APA PsycArticles®</collection><collection>ProQuest One Psychology</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Health psychology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bower, Julienne E.</au><au>Wiley, Joshua</au><au>Petersen, Laura</au><au>Irwin, Michael R.</au><au>Cole, Steve W.</au><au>Ganz, Patricia A.</au><au>Freedland, Kenneth E</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Fatigue After Breast Cancer Treatment: Biobehavioral Predictors of Fatigue Trajectories</atitle><jtitle>Health psychology</jtitle><addtitle>Health Psychol</addtitle><date>2018-11</date><risdate>2018</risdate><volume>37</volume><issue>11</issue><spage>1025</spage><epage>1034</epage><pages>1025-1034</pages><issn>0278-6133</issn><eissn>1930-7810</eissn><abstract>Objective: Fatigue is a common side effect of cancer treatment, but there is considerable variability in fatigue severity and persistence among survivors. This study aimed to characterize longitudinal trajectories of fatigue after breast cancer treatment and to identify predictors of varying fatigue trajectories. Methods: Women (N = 191) from the Mind-Body Study completed assessments after primary treatment for early stage breast cancer and at regular follow-ups that occurred up to 6 years after treatment (M = 4.3 years). Growth mixture models were used to characterize fatigue trajectories, and demographic, medical, and biobehavioral risk factors were examined as predictors of trajectory group. Results: Five trajectories were identified, characterized as High, Recovery, Late, Low, and Very Low fatigue. The High and Recovery groups (40% of sample) evidenced elevated fatigue at posttreatment that declined in Recovery but persisted in the High group. In bivariate analyses, trajectory groups differed significantly on depressive symptoms, sleep disturbance, childhood adversity, body mass index, and the inflammatory marker soluble TNF receptor type II, which were higher in the High and/or Recovery groups. In multivariate models, depressive symptoms and childhood adversity distinguished High and Recovery from other groups. Rates of chemotherapy were higher in the Recovery than in the High or Late group, whereas rates of endocrine therapy were higher in the High than in the Recovery group. Conclusions: There are distinct longitudinal trajectories of fatigue after breast cancer treatment. Psychological factors are strongly associated with adverse fatigue trajectories, and together with treatment exposures may increase risk for cancer-related fatigue.</abstract><cop>United States</cop><pub>American Psychological Association</pub><pmid>30321021</pmid><doi>10.1037/hea0000652</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-1502-8431</orcidid><orcidid>https://orcid.org/0000-0002-0271-6702</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adversity Antineoplastic Agents - therapeutic use Biomarkers Body Mass Index Breast cancer Breast Neoplasms Breast Neoplasms - pathology Breast Neoplasms - therapy Cancer therapies Chemotherapy Childhood Demographic Characteristics Depression - physiopathology Early Intervention Endocrine therapy Fatigue Fatigue - physiopathology Fatigue - psychology Female Follow-Up Studies Human Humans Inflammation Major Depression Mastectomy Mental depression Middle Aged Mind and body Psychological aspects Radiotherapy Recovery Recovery (Disorders) Risk Factors Severity Sleep disorders Sleep Wake Disorders Sleep Wake Disorders - physiopathology Survivor Symptoms Treatment Variability Women |
title | Fatigue After Breast Cancer Treatment: Biobehavioral Predictors of Fatigue Trajectories |
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