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Heinsberg LW, Davis TS, Maher D, Bender CM, Conley YP, Weeks DE. Multivariate Bayesian Analyses in Nursing Research: An Introductory Guide. Biol Res Nurs 2024:10998004241292644. [PMID: 39413351 DOI: 10.1177/10998004241292644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2024]
Abstract
In the era of precision health, nursing research has increasingly focused on the analysis of large, multidimensional data sets containing multiple correlated phenotypes (e.g., symptoms). This presents challenges for statistical analyses, especially in genetic association studies. For example, the inclusion of multiple symptoms within a single model can raise concerns about multicollinearity, while individual SNP-symptom analyses may obscure complex relationships. As such, many traditional statistical approaches often fall short in providing a comprehensive understanding of the complexity inherent in many nursing-focused research questions. Multivariate Bayesian approaches offer the unique advantage of allowing researchers to ask questions that are not feasible with traditional approaches. Specifically, these methods support the simultaneous exploration of multiple phenotypes, accounting for the underlying correlational structure between variables, and allow for formal incorporation of existing knowledge into the statistical model. By doing so, they may provide a more realistic view of statistical relationships within a biological system, potentially uncovering new insights into well-established and undiscovered connections, such as the probabilities of association and direct versus indirect effects. This valuable information can help us better understand our phenotypes of interest, leading to more effective nurse-led intervention and prevention programs. To illustrate these concepts, this paper includes an application section covering two specific multivariate Bayesian analysis software programs, bnlearn and mvBIMBAM, with an emphasis on interpretation and extension to nursing research. To complement the paper, we provide access to a detailed online tutorial, including executable R code and a synthetic data set, so the concepts can be more easily extended to other research questions.
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Affiliation(s)
- Lacey W Heinsberg
- Department of Human Genetics, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Health Promotion and Development, School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Tara S Davis
- Department of Health Promotion and Development, School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Dylan Maher
- Department of Human Genetics, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Catherine M Bender
- Department of Health and Community Systems, School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Yvette P Conley
- Department of Human Genetics, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Health Promotion and Development, School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Daniel E Weeks
- Department of Human Genetics, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Biostatistics, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
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Minta A, Rose L, Shareef SJ, Adame S, Dulmage B. Availability of Cranial Prostheses for Black Patients at Comprehensive Cancer Centers. JCO Oncol Pract 2024; 20:1420-1425. [PMID: 38917378 DOI: 10.1200/op.23.00750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 05/04/2024] [Accepted: 05/17/2024] [Indexed: 06/27/2024] Open
Abstract
PURPOSE For patients who seek to camouflage cancer-related hair loss, cranial prostheses such as wigs and hair pieces exist. We sought to determine the availability of yaki-textured, type IV curls, and afro wigs at boutiques in Comprehensive Cancer Centers (CCCs). METHODS The 56 CCCs in the United States were surveyed to see whether they had an affiliated wig boutique for patients experiencing hair loss. Boutique workers were then asked a series of seven questions regarding cranial prostheses options for patients seeking yaki-textured, type IV curls, and afro wigs. The availability of wigs was compared with US Census data on population size and density of Black residents. RESULTS Of the 56 CCCs, 27 (46%) institutions had active affiliated hair boutiques. We were able to reach 19 (70%) of the 27 boutiques, of which 53% (n = 10) offered yaki-textured wigs, 37% (n = 7) offered type IV curls or afro wigs, and 47% (n = 9) offered neither. Two additional boutiques offered in-store catalogs for Black patients who were interested in naturally appearing wigs. Although two institutions offered a wig bank that was free to all patients, neither had yaki-textured or afro wigs in stock. There was no significant relationship between population size or density of Black residents and availability of these wigs. CONCLUSION Many Black patients undergoing cancer treatment interested in cranial prosthesis do not have consistent access to wigs with textures comparable with type IV hair at CCCs. With increased inventory of racially inclusive wigs, partnerships with third-party vendors, and support for the previous authorization process, we can better support Black patients experiencing cancer-related hair loss.
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Affiliation(s)
- Abena Minta
- Department of Dermatology, The Ohio State University Wexner Medical Center, Columbus, OH
| | - Lucy Rose
- Department of Dermatology, The Ohio State University Wexner Medical Center, Columbus, OH
| | - Sarah J Shareef
- Michigan State University College of Human Medicine, East Lansing, MI
| | - Stephanie Adame
- Department of Dermatology, The Ohio State University Wexner Medical Center, Columbus, OH
| | - Brittany Dulmage
- Department of Dermatology, The Ohio State University Wexner Medical Center, Columbus, OH
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Zeilinger EL, Zrnic‐Novakovic I, Oppenauer C, Fellinger M, Knefel M, Unseld M, Wagner T, Lubowitzki S, Bartsch R, Zöchbauer‐Müller S, Raderer M, Staber PB, Valent P, Gaiger A. Prevalence and biopsychosocial indicators of fatigue in cancer patients. Cancer Med 2024; 13:e7293. [PMID: 38819432 PMCID: PMC11141333 DOI: 10.1002/cam4.7293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 04/29/2024] [Accepted: 05/05/2024] [Indexed: 06/01/2024] Open
Abstract
INTRODUCTION Symptoms of cancer-related fatigue (CRF) can have a significant impact on patients' quality of life and treatment adherence. We aimed to investigate the relationship between CRF and multiple psychosocial and somatic indicators within a large mixed cancer sample. METHODS In this cross-sectional study, N = 1787 outpatients with cancer were assessed for CRF, pain, anxiety, and depression using validated screening instruments. We further obtained clinical parameters (Hb, CRP, creatinine, leukocytes, ASAT, and ALAT), sociodemographic data (age, gender, income, education level, marital status, parenthood, and living area), and lifestyle factors. Multivariate linear regression models were applied to estimate the impact of each indicator on CRF. RESULTS Overall, 90.6% of patients experienced some CRF, with 14.8% experiencing severe CRF. No gender difference was found in the prevalence of CRF. Patients with higher levels of pain, depressive symptoms, and lower Hb levels had significantly higher levels of CRF (ps <0.001). Lower levels of CRF were observed in patients who had children (p = 0.03), had less education (p < 0.001), and were physically active for more than 2 h per week before their oncological diagnosis (p = 0.014). The latter was only a significant indicator in the male subsample. CONCLUSION The present results demonstrate a high prevalence of CRF and highlight that not only somatic and psychosocial factors, but also lifestyle factors prior to diagnosis appear to be associated with the etiology and persistence of CRF. To effectively treat CRF, a biopsychosocial, personalized approach is recommended.
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Affiliation(s)
- Elisabeth L. Zeilinger
- Division of Hematology and Hemostaseology, Department of Medicine IMedical University of ViennaViennaAustria
- Department of Clinical Research SBGAcademy for Ageing Research, Haus der BarmherzigkeitViennaAustria
- Department of Clinical and Health Psychology, Faculty of PsychologyUniversity of ViennaViennaAustria
| | - Irina Zrnic‐Novakovic
- Department of Clinical and Health Psychology, Faculty of PsychologyUniversity of ViennaViennaAustria
| | - Claudia Oppenauer
- Division of Clinical Psychology, Department of Psychology and PsychodynamicsKarl Landsteiner University of Health SciencesKremsAustria
| | - Matthäus Fellinger
- Clinical Division of Social Psychiatry, Department of Psychiatry and PsychotherapyMedical University of ViennaViennaAustria
- Second Department of Psychiatry and PsychotherapyClinic Hietzing, Vienna Healthcare GroupViennaAustria
| | - Matthias Knefel
- Division of Hematology and Hemostaseology, Department of Medicine IMedical University of ViennaViennaAustria
- Department of Internal MedicineLandesklinikum Baden‐MödlingBadenAustria
| | - Matthias Unseld
- Department of Clinical Research SBGAcademy for Ageing Research, Haus der BarmherzigkeitViennaAustria
| | - Theresa Wagner
- Department of Clinical and Health Psychology, Faculty of PsychologyUniversity of ViennaViennaAustria
| | - Simone Lubowitzki
- Division of Hematology and Hemostaseology, Department of Medicine IMedical University of ViennaViennaAustria
| | - Rupert Bartsch
- Division of Oncology, Department of Internal Medicine IMedical University of ViennaViennaAustria
| | - Sabine Zöchbauer‐Müller
- Division of Oncology, Department of Internal Medicine IMedical University of ViennaViennaAustria
| | - Markus Raderer
- Division of Oncology, Department of Internal Medicine IMedical University of ViennaViennaAustria
| | - Philipp B. Staber
- Division of Hematology and Hemostaseology, Department of Medicine IMedical University of ViennaViennaAustria
| | - Peter Valent
- Division of Hematology and Hemostaseology, Department of Medicine IMedical University of ViennaViennaAustria
- Ludwig Boltzmann Institute for Hematology and OncologyMedical University of ViennaViennaAustria
| | - Alexander Gaiger
- Division of Hematology and Hemostaseology, Department of Medicine IMedical University of ViennaViennaAustria
- Ludwig Boltzmann Institute for Hematology and OncologyMedical University of ViennaViennaAustria
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Rio CJ, Blumhorst C, Kwiat CA, Nguyen CM, Livinski AA, Saligan LN. Self-reporting of psychoneurophysical (PNP) symptoms in adults with four chronic diseases: a protocol for a scoping review. Syst Rev 2024; 13:102. [PMID: 38575995 PMCID: PMC10996099 DOI: 10.1186/s13643-024-02498-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 02/19/2024] [Indexed: 04/06/2024] Open
Abstract
BACKGROUND Patient self-reporting of health-specific information, including symptoms, allows healthcare providers to provide more timely, personalized, and patient-centered care to meet their needs. It is critical to acknowledge that symptom reporting draws from the individual's unique sociocultural background influencing how one perceives health and illness. This scoping review will explore whether racial groups with 4 chronic diseases (cardiovascular diseases, respiratory diseases, cancers, and diabetes) differ in self-reporting of psychoneurophysical (PNP) symptoms. The PNP symptoms of interest include depressive symptoms, fatigue, anxiety, pain, cognitive impairment, sleep impairment, mood impairment, irritability, and shortness of breath. METHODS Four databases will be searched by a biomedical librarian: CINAHL Plus (EBSCOhost), Embase (Elsevier), PubMed (NLM), Web of Science: Core Collection (Clarivate Analytics), and limited to publications written in the English language. Two independent reviewers will screen the records' title, abstract, and then full text and extract the data from included articles using Covidence. A third reviewer will be used for resolving disagreements. Included articles must comprise adult patients with at least one of the specified chronic diseases who self-report at least one of the specified PNP symptoms. Studies that used clinician-administered questionnaires or obtained symptom responses from primary caregiver or patient designee will be excluded. Articles on patient-reported functionality or perceived quality of life will also be excluded from the review. Two reviewers will independently extract data (e.g., demographics, study design, racial group, chronic disease, measure/scale used for self-report) from each included article using Covidence and Microsoft Excel for data cleaning and analyses. DISCUSSION This scoping review may potentially identify the relevant and practical implications related to clinical decision-making and health outcomes for patients experiencing the psychoneurophysical symptoms included in this study. The authors will present how the results can be utilized in clinical practice, health policy, and research planning. SYSTEMATIC REVIEW REGISTRATION The protocol was registered on Open Science Framework (OSF) at: https://osf.io/ps7aw.
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Affiliation(s)
- Carielle Joy Rio
- Symptoms Biology Unit, Division of Intramural Research, National Institute of Nursing, Research, National Institutes of Health, Bethesda, MD, USA
| | - Catherine Blumhorst
- Symptoms Biology Unit, Division of Intramural Research, National Institute of Nursing, Research, National Institutes of Health, Bethesda, MD, USA
| | - Catherine A Kwiat
- Symptoms Biology Unit, Division of Intramural Research, National Institute of Nursing, Research, National Institutes of Health, Bethesda, MD, USA
| | - Christopher M Nguyen
- Symptoms Biology Unit, Division of Intramural Research, National Institute of Nursing, Research, National Institutes of Health, Bethesda, MD, USA
| | - Alicia A Livinski
- National Institutes of Health Library, Office of Research Services, Office of the Director, National Institutes of Health, Bethesda, MD, USA
| | - Leorey N Saligan
- Symptoms Biology Unit, Division of Intramural Research, National Institute of Nursing, Research, National Institutes of Health, Bethesda, MD, USA.
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Bigatti SM, Weathers T, Hayes L, Daggy J. Challenges Experienced by Black Women with Breast Cancer During Active Treatment: Relationship to Treatment Adherence. J Racial Ethn Health Disparities 2024; 11:516-527. [PMID: 36811760 PMCID: PMC9945826 DOI: 10.1007/s40615-023-01537-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 02/09/2023] [Accepted: 02/10/2023] [Indexed: 02/24/2023]
Abstract
BACKGROUND Although rates of death from breast cancer have declined in the USA for both Black and White women since 1990, mortality rates for Black women remain strikingly higher - 40% higher compared to White women (American Cancer Society 1). The barriers and challenges that may be triggering unfavorable treatment-related outcomes and diminished treatment adherence among Black women are not well understood. METHODS We recruited 25 Black women with breast cancer who were to receive surgery and chemotherapy and/or radiation therapy. Through weekly electronic surveys, we assessed types and severity of challenges across various life domains. Because the participants rarely missed treatments or appointments, we examined the impact of severity of weekly challenges on thoughts of skipping treatment or appointment with their cancer care team using a mixed-effects location scale model. RESULTS Both a higher average severity of challenges and a higher deviation of severity reported across weeks were associated with increased thoughts on skipping treatment or appointment. The correlation between the random location and scale effects was positive; thus, those women that reported more thoughts on skipping a dose of medicine or appointment were also more unpredictable with respect to the severity of challenges reported. CONCLUSIONS Black women with breast cancer are impacted by familial, social, work-related, and medical care factors, and these may in turn affect adherence to treatment. Providers are encouraged to actively screen and communicate with patients regarding life challenges and to build networks of support within the medical care team and social community that can help patients successfully complete treatment as planned.
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Affiliation(s)
- Silvia M Bigatti
- Department of Social and Behavioral Sciences, IU Fairbanks School of Public Health at IUPUI, 1050 Wishard Blvd. 6044, Indianapolis, IN, 36202, USA.
| | - Tess Weathers
- Department of Social and Behavioral Sciences, IU Fairbanks School of Public Health at IUPUI, 1050 Wishard Blvd. 6044, Indianapolis, IN, 36202, USA
| | - Lisa Hayes
- Pink-4-Ever Ending Disparities, Indianapolis, IN, USA
| | - Joanne Daggy
- Department of Biostatistics and Health Data Science, Indiana University School of Medicine, Indianapolis, IN, USA
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Kantor O, King TA, Freedman RA, Mayer EL, Chavez-MacGregor M, Korde LA, Sparano JA, Mittendorf EA. Racial and Ethnic Disparities in Locoregional Recurrence Among Patients With Hormone Receptor-Positive, Node-Negative Breast Cancer: A Post Hoc Analysis of the TAILORx Randomized Clinical Trial. JAMA Surg 2023; 158:583-591. [PMID: 37043210 PMCID: PMC10099173 DOI: 10.1001/jamasurg.2023.0297] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 12/04/2022] [Indexed: 04/13/2023]
Abstract
Importance Whether racial and ethnic disparities in locoregional recurrence (LRR) exist among patients with similar access to care treated in randomized clinical trials is unknown. Objective To examine racial and ethnic differences in LRR among patients with hormone receptor (HR)-positive, human epidermal growth factor receptor 2 (ERBB2 [formerly HER2 or HER2/neu])-negative, node-negative breast cancer enrolled in the Trial Assigning Individualized Options for Treatment (TAILORx). Design, Setting, and Participants This unplanned retrospective post hoc analysis examined a prospective multicenter clinical trial population of women with breast cancer enrolled between 2006 and 2010, with 9 years of follow-up. The TAILORx investigators randomized patients to treatment based on their Oncotype DX recurrence score, including endocrine therapy alone (recurrence score <11), endocrine therapy alone vs chemotherapy followed by endocrine therapy (recurrence score 11-25), or chemotherapy followed by endocrine therapy (recurrence score >25). Patients with unknown race and ethnicity or lack of follow-up were excluded from this analysis. Data analysis was performed between December 2021 and March 2022. Main Outcome and Measures Locoregional recurrence was defined as ipsilateral in breast, skin, chest wall, or regional nodal recurrence without concurrent distant recurrence, and was stratified by racial and ethnic group. Unadjusted Kaplan-Meier and adjusted Cox proportional hazards regression models were used for survival analyses. Results Of the 10 273 women enrolled in TAILORx, this analysis included 9369 with T1-2N0 HR-positive, ERBB2-negative breast cancer. Of these patients, 428 (4.6%) were Asian, 886 (9.4%) were Hispanic, 676 (7.2%) were non-Hispanic Black (hereinafter Black), and 7406 (78.8%) were non-Hispanic White (hereinafter White). Assigned treatment receipt was high, with a 9.3% (n = 870) crossover of treatment groups and a median endocrine therapy duration of longer than 60 months, ranging from 61.1 to 65.9 months, across racial and ethnic groups. A total of 6818 patients (72.6%) received radiation (6474 [96.1%] after breast-conserving surgery and 344 [13.0%] after mastectomy). At a median follow-up of 94.8 months (range, 1-138 months), 8-year LRR rates were 3.6% (95% CI, 1.6%-5.6%) in Asian patients, 3.9% (95% CI, 2.2%-5.4%) in Black patients, 3.1% in Hispanic patients (95% CI, 1.7%-4.5%), and 1.8% (95% CI, 1.5%-2.3%) in White patients (P < .001). In survival analyses adjusted for patient, tumor, and treatment factors, Asian race (hazard ratio, 1.91 [95% CI, 1.12-3.29]) and Black race (1.78 [1.15-2.77]) were independently associated with LRR. In adjusted survival analyses for breast cancer mortality, LRR was independently associated with increased breast cancer mortality (hazard ratio, 5.71 [95% CI, 3.50-9.31]). Conclusions and Relevance In this post hoc analysis, racial and ethnic differences in LRR were observed among patients with T1-2N0 HR-positive, ERBB2-negative breast cancer despite high rates of treatment receipt in this clinical trial population, with the highest LRR rates in Asian and Black patients. Further study is needed to understand whether failure to rescue after LRR may contribute to racial disparities in breast cancer mortality. Trial Registration ClinicalTrials.gov Identifier: NCT00310180.
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Affiliation(s)
- Olga Kantor
- Division of Breast Surgery, Department of Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Tari A. King
- Division of Breast Surgery, Department of Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Rachel A. Freedman
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Erica L. Mayer
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Mariana Chavez-MacGregor
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston
| | | | - Joseph A. Sparano
- Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Elizabeth A. Mittendorf
- Division of Breast Surgery, Department of Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
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Grayson SC, Cummings MH, Wesmiller S, Bender C. The Cancer Genomic Integration Model for Symptom Science (CGIMSS): A Biopsychosocial Framework. Biol Res Nurs 2023; 25:210-219. [PMID: 36206160 PMCID: PMC10236443 DOI: 10.1177/10998004221132250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Current nursing research has characterized symptom clusters and trajectories in individuals with breast cancer. The existing literature describes the relationship between symptoms and biological variables and the potential moderating effects of individual and social factors. The genomic profiling of breast cancer has also been an area of much recent research. Emerging evidence indicates that incorporating cancer genomics into symptom science research can aid in the prognostication of symptoms and elucidate targets for symptom management interventions. The aim of this paper is to outline a model to integrate cancer genomics into symptom science research, illustrated using breast cancer and psychoneurological (PN) symptoms as an example. We present a review of the current literature surrounding breast cancer genomics (specifically cancer genomic instability) and the biological underpinnings of the PN symptom cluster. Advances in both of these areas indicate that inflammation may serve as the bridge between cancer genomics and the PN symptom cluster. We also outline how the integration of cancer genomics into symptom science research synergizes with current research of individual and social factors in relation to symptoms. This model aims to provide a framework to guide future biopsychosocial symptom science research that can elucidate new predictive methods and new targets for intervention.
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Affiliation(s)
- Susan C. Grayson
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Susan Wesmiller
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Catherine Bender
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
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Hu X, Kaplan CM, Martin MY, Walker MS, Stepanski E, Schwartzberg LS, Vidal GA, Graetz I. Race Differences in Patient-Reported Symptoms during Chemotherapy among Women with Early-Stage Hormone Receptor-Positive Breast Cancer. Cancer Epidemiol Biomarkers Prev 2023; 32:167-174. [PMID: 36166516 PMCID: PMC9905215 DOI: 10.1158/1055-9965.epi-22-0692] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 08/22/2022] [Accepted: 09/20/2022] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Symptom burden differences may contribute to racial disparities in breast cancer survival. We compared symptom changes from before to during chemotherapy among women with breast cancer. METHODS This observational study followed a cohort of Black and White women diagnosed with Stage I-III, hormone receptor-positive breast cancer from a large cancer center in 2007 to 2015, and reported symptoms before and during chemotherapy. We identified patients who experienced a one-standard deviation (SD) increase in symptom burden after starting chemotherapy using four validated composite scores (General Physical Symptoms, Treatment Side Effects, Acute Distress, and Despair). Kitagawa-Blinder-Oaxaca decomposition was used to quantify race differences in symptom changes explained by baseline characteristics (sociodemographic, baseline scores, cancer stage) and first-line chemotherapy regimens. RESULTS Among 1,273 patients, Black women (n = 405, 31.8%) were more likely to report one-SD increase in General Physical Symptoms (55.6% vs. 48.2%, P = 0.015), Treatment Side Effects (74.0% vs. 63.4%, P < 0.001), and Acute Distress (27.4% vs. 20.0%, P = 0.010) than White women. Baseline characteristics and first-line chemotherapy regimens explained a large and significant proportion of the difference in Acute Distress changes (93.7%, P = 0.001), but not General Physical Symptoms (25.7%, P = 0.25) or Treatment Side Effects (16.4%, P = 0.28). CONCLUSIONS Black women with early-stage breast cancer were more likely to experience significant increases in physical and psychological symptom burden during chemotherapy. Most of the difference in physical symptom changes remained unexplained by baseline characteristics, which suggests inadequate symptom management among Black women. IMPACT Future studies should identify strategies to improve symptom management among Black women and reduce differences in symptom burden. See related commentary by Rosenzweig and Mazanec, p. 157.
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Affiliation(s)
- Xin Hu
- Department of Health Policy and Management, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Cameron M Kaplan
- Gehr Family Center for Health Systems Science and Innovation, Keck School of Medicine of USC, Los Angeles, California
| | - Michelle Y Martin
- Center for Innovation in Health Equity Research, Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis, Tennessee
| | | | | | | | - Gregory A Vidal
- West Cancer Center and Research Institute, Germantown, Tennessee.,School of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Ilana Graetz
- Department of Health Policy and Management, Rollins School of Public Health, Emory University, Atlanta, Georgia
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Grayson SC, Patzak SA, Dziewulski G, Shen L, Dreisbach C, Lor M, Conway A, Koleck TA. Moving beyond Table 1: A critical review of the literature addressing social determinants of health in chronic condition symptom cluster research. Nurs Inq 2023; 30:e12519. [PMID: 36283980 PMCID: PMC10204618 DOI: 10.1111/nin.12519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 08/04/2022] [Accepted: 08/09/2022] [Indexed: 01/25/2023]
Abstract
Variability in the symptom experience in patients diagnosed with chronic conditions may be related to social determinants of health (SDoH). The purpose of this critical review was to (1) summarize the existing literature on SDoH and symptom clusters (i.e., multiple, co-occurring symptoms) in patients diagnosed with common chronic conditions, (2) evaluate current variables and measures used to represent SDoH, (3) identify gaps in the evidence base, and (4) provide recommendations for the incorporation of SDoH into future symptom cluster research. We identified 118 articles including information on SDoH in chronic condition symptom cluster research. Articles primarily focused on cancer populations. Few articles had the explicit purpose of investigating relationships between SDoH and symptom clusters, and the inclusion of SDoH was often limited to variables used to describe samples. Future studies should be designed to "move beyond Table 1" in their utilization of SDoH as variables and examine relationships between SDoH and symptom clusters. Attention should be paid to the appropriateness of measures being used to collect information on SDoH, and analysis methods that estimate causal connections between variables should be considered. Research regarding the relationship of SDoH with symptom clusters in patients with chronic conditions has the potential to reveal mechanisms of symptom disparities and guide changes to alleviate these disparities.
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Affiliation(s)
- Susan C. Grayson
- School of Nursing, University of Pittsburgh, 3500 Victoria Street, Victoria Building, Pittsburgh, Pennsylvania 15261
| | - Sofie A. Patzak
- School of Nursing, University of Pittsburgh, 3500 Victoria Street, Victoria Building, Pittsburgh, Pennsylvania 15261
| | - Gabriela Dziewulski
- School of Nursing, University of Pittsburgh, 3500 Victoria Street, Victoria Building, Pittsburgh, Pennsylvania 15261
| | - Lingxue Shen
- School of Nursing, University of Pittsburgh, 3500 Victoria Street, Victoria Building, Pittsburgh, Pennsylvania 15261
| | - Caitlin Dreisbach
- Data Science Institute, Columbia University, Northwest Corner, 550 W 120 Street #1401, New York, New York 10027
- School of Nursing, University of Rochester, 255 Crittenden Boulevard, Rochester, New York 14642
| | - Maichou Lor
- School of Nursing, University of Wisconsin-Madison, 701 Highland Avenue, Signe Skott Cooper Hall, Madison, Wisconsin 53705
| | - Alex Conway
- School of Nursing, University of Pittsburgh, 3500 Victoria Street, Victoria Building, Pittsburgh, Pennsylvania 15261
| | - Theresa A. Koleck
- School of Nursing, University of Pittsburgh, 3500 Victoria Street, Victoria Building, Pittsburgh, Pennsylvania 15261
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Stacker T, Kober KM, Dunn L, Viele C, Paul SM, Hammer M, Conley YP, Levine JD, Miaskowski C. Associations Between Demographic, Clinical, and Symptom Characteristics and Stress in Oncology Patients Receiving Chemotherapy. Cancer Nurs 2023; 46:E62-E69. [PMID: 35671412 PMCID: PMC9437148 DOI: 10.1097/ncc.0000000000001069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Patients undergoing cancer treatment experience global stress and cancer-specific stress. Both types of stress are associated with a higher symptom burden. OBJECTIVE In this cross-sectional study, we used a comprehensive set of demographic, clinical, and symptom characteristics to evaluate their relative contribution to the severity of global and cancer-specific stress. METHODS Patients (N = 941) completed study questionnaires before their second or third cycle of chemotherapy. RESULTS Consistent with our a priori hypothesis, we found both common and distinct characteristics associated with higher levels of global stress and cancer-specific stress. A significant proportion of our patients had scores on the Impact of Event Scale-Revised suggestive of subsyndromal (29.4%) or probable (13.9%) posttraumatic stress disorder. Four of the 5 stepwise linear regression analyses for the various stress scales explained between 41.6% and 54.5% of the total variance. Compared with various demographic and clinical characteristics, many of the common symptoms associated with cancer and its treatments uniquely explained a higher percentage of the variance in the various stress scales. Symptoms of depression made the largest unique contribution to the percentage of total explained variance across all 5 scales. CONCLUSION Clinicians need to assess for global stress, cancer-specific stress, and depression in patients receiving chemotherapy. IMPLICATIONS FOR PRACTICE Patients may benefit from integrative interventions (eg, mindfulness-based stress reduction, cognitive behavioral therapy, acupuncture) that simultaneously address stress and symptoms commonly associated with cancer and its treatments.
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Affiliation(s)
- Tara Stacker
- Author Affiliations: School of Nursing, University of California (Ms Stacker and Viele, and Drs Kober, Paul, and Miaskowski), San Francisco; School of Medicine, Stanford University (Dr Dunn), California; Dana Farber Cancer Institute (Dr Hammer), Boston, Massachusetts; School of Nursing, University of Pittsburgh (Dr Conley), Pennsylvania; and School of Medicine, University of California (Drs Levine and Miaskowski), San Francisco
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Distinct sleep disturbance and cognitive dysfunction profiles in oncology outpatients receiving chemotherapy. Support Care Cancer 2022; 30:9243-9254. [PMID: 36066629 DOI: 10.1007/s00520-022-07350-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 08/24/2022] [Indexed: 01/05/2023]
Abstract
PURPOSE Sleep disturbance and cancer-related cognitive impairment (CRCI) are two of the most common symptoms reported by patients undergoing chemotherapy. Less is known about how these symptoms co-occur and their associated risk factors. Study purposes were to identify subgroups of patients with distinct sleep disturbance and CRCI profiles and evaluate for differences among the subgroups in demographic and clinical characteristics, symptom severity scores, and QOL outcomes. METHODS A total of 1,333 oncology outpatients receiving chemotherapy completed self-report questionnaires on sleep disturbance and cognitive dysfunction six times over two cycles of chemotherapy. Latent profile analysis was used to identify distinct sleep disturbance AND cognitive dysfunction profiles. Parametric and non-parametric tests were used to evaluate for differences among the classes. RESULTS Two distinct profiles were identified (i.e., Low = low levels of both sleep disturbance and cognitive dysfunction (53.5%); High = high levels of both sleep disturbance and cognitive dysfunction (45.5%)). Patients in the High class were younger, more likely to be female, had a lower functional status and a higher level of comorbidity. In addition, these patients had a higher symptom burden and a lower quality of life. CONCLUSION Almost half of the patients undergoing chemotherapy experienced clinically meaningful levels of both symptoms. Of note, sleep disturbance is frequently overlooked by both clinicians and patients. Clinicians need to recommend cognitive rehabilitation and physical activity programs to decrease patients' symptom burden.
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Salomon RE, Dobbins S, Harris C, Haeusslein L, Lin CX, Reeves K, Richoux S, Roussett G, Shin J, Dawson-Rose C. Antiracist symptom science: A call to action and path forward. Nurs Outlook 2022; 70:794-806. [PMID: 36400578 PMCID: PMC10916506 DOI: 10.1016/j.outlook.2022.07.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 07/29/2022] [Accepted: 07/31/2022] [Indexed: 11/17/2022]
Abstract
Nurse scientists recognize the experience of racism as a driving force behind health. However, symptom science, a pillar of nursing, has rarely considered contributions of racism. Our objective is to describe findings within symptom science research related to racial disparities and/or experiences of racism and to promote antiracist symptom science within nursing research. In this manuscript, we use an antiracist lens to review a predominant symptom science theory and literature in three areas of symptom science research-oncology, mental health, and perinatal health. Finally, we make recommendations for increasing antiracist research in symptom science by altering (a) research questions, (b) recruitment methods, (c) study design, (d) data analysis, and (e) dissemination of findings. Traditionally, symptom science focuses on individual level factors rather than broader contexts driving symptom experience and management. We urge symptom science researchers to embrace antiracism by designing research with the specific intent of dismantling racism at multiple levels.
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Affiliation(s)
- Rebecca E Salomon
- The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
| | - Sarah Dobbins
- San Francisco Department of Public Health, San Francisco, California
| | | | | | - Chen-Xi Lin
- University of California, San Francisco, San Francisco, California
| | - Katie Reeves
- University of California, San Francisco, San Francisco, California
| | - Sarah Richoux
- University of California, San Francisco, San Francisco, California
| | - Greg Roussett
- University of California, San Francisco, San Francisco, California
| | - Joosun Shin
- University of California, San Francisco, San Francisco, California
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13
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Hammer MJ, Cooper B, Paul SM, Kober KM, Cartwright F, Conley YP, Wright F, Levine JD, Miaskowski C. Identification of Distinct Symptom Profiles in Cancer Patients Using a Pre-Specified Symptom Cluster. J Pain Symptom Manage 2022; 64:17-27. [PMID: 35339613 DOI: 10.1016/j.jpainsymman.2022.03.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 03/11/2022] [Accepted: 03/15/2022] [Indexed: 11/17/2022]
Abstract
CONTEXT Pain, fatigue, sleep disturbance, and depression often co-occur in oncology patients and negatively impact quality of life (QOL). OBJECTIVES Study purposes were to identify subgroups of patients with distinct symptom profiles based on their experiences with a pre-specified symptom cluster (i.e., pain, fatigue, depression, sleep disturbance) and to identify demographic, clinical, and symptom characteristics and QOL outcomes associated with each distinct profile. METHODS Patients with breast, lung, gastrointestinal, and gynecologic cancers (n = 1340) were recruited from outpatient clinics during their first or second cycle of chemotherapy. They completed valid and reliable measures of pain, fatigue, sleep disturbance. depression, and QOL prior to their next dose of chemotherapy. Latent class profile analysis was used to identify the patient subgroups. Differences among the profiles were evaluated using parametric and non-parametric tests. RESULTS Three distinct profiles were identified (i.e., Low (44.0%), Moderate (45.1%), High (10.8%). Compared to Low class, Moderate and High classes were younger and more likely to be female. Compared to the other two classes, High class was less likely to be married/partnered and employed, more likely to have a lower income and childcare responsibilities, had lower functional status, a higher body mass index, and exercised less. For both QOL scales, differences in subscale and total scores followed the same pattern (Low>Moderate>High). CONCLUSIONS Over 55% of patients undergoing chemotherapy had a moderate to high symptom burden associated with these four common co-occurring symptoms. Multimodal interventions are needed to decrease symptom burden and improve QOL outcomes in these patients.
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Affiliation(s)
- Marilyn J Hammer
- Dana-Farber Cancer Institute (M.J.H.), Boston, Massachusetts, USA
| | - Bruce Cooper
- School of Nursing (B.C., S.M.P., K.M.K., C.M.), University of California, San Francisco, California, USA
| | - Steven M Paul
- School of Nursing (B.C., S.M.P., K.M.K., C.M.), University of California, San Francisco, California, USA
| | - Kord M Kober
- School of Nursing (B.C., S.M.P., K.M.K., C.M.), University of California, San Francisco, California, USA
| | - Frances Cartwright
- Department of Nursing (F.C.), Mount Sinai Medical Center, New York, New York, USA
| | - Yvette P Conley
- School of Nursing (Y.P.C.), University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Fay Wright
- Rory Meyers College of Nursing (F.W.), New York University, New York, New York, USA
| | - Jon D Levine
- School of Medicine (J.D.L., C.M.), University of California, San Francisco, California, USA
| | - Christine Miaskowski
- School of Nursing (B.C., S.M.P., K.M.K., C.M.), University of California, San Francisco, California, USA; School of Medicine (J.D.L., C.M.), University of California, San Francisco, California, USA.
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Zhao J, Mazanec SR, Rosenzweig M. Anxiety and PTSD Symptoms During the COVID-19 Pandemic in Women With Breast Cancer. Oncol Nurs Forum 2022; 49:201-205. [PMID: 35446839 DOI: 10.1188/22.onf.201-205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
OBJECTIVES To examine (a) the impact of the COVID-19 pandemic on anxiety and post-traumatic stress disorder (PTSD) symptoms and (b) the impact of socioeconomic factors on COVID-19-related anxiety and PTSD symptoms. SAMPLE & SETTING Women with early-stage invasive breast cancer who were receiving chemotherapy in western Pennsylvania and eastern Ohio. METHODS & VARIABLES Baseline study variables included economic hardship, interpersonal relationships, and perceived stress. PTSD and anxiety symptoms were collected in June 2020 (T1) and February 2021 (T2). Group comparisons were made using paired-sample t tests, analysis of variance, and Pearson correlations. RESULTS There were 88 women at T1 and 64 women at T2. At T1, PTSD symptom scores were significantly associated with less interpersonal support, greater economic hardship, and greater perceived stress. Anxiety scores were associated with perceived stress. At T2, anxiety scores were still associated with perceived stress. However, PTSD symptom scores were no longer associated with interpersonal support, economic hardship, or perceived stress. IMPLICATIONS FOR NURSING Anxiety and PTSD symptom measurement during a global pandemic is needed to identify vulnerable patients with breast cancer who need targeted support and emergency guidance in nursing practice.
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Dilworth JT, Griffith KA, Pierce LJ, Jagsi R, Quinn TJ, Walker EM, Radawski JD, Dominello MM, Gustafson GS, Moran JM, Hayman JA, Vicini FA. The impact of chemotherapy on toxicity and cosmetic outcome in patients receiving whole breast irradiation: an analysis within a state-wide quality consortium. Int J Radiat Oncol Biol Phys 2022; 113:266-277. [PMID: 35157997 DOI: 10.1016/j.ijrobp.2022.02.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 02/01/2022] [Accepted: 02/03/2022] [Indexed: 11/17/2022]
Abstract
PURPOSE We investigated whether the use of chemotherapy prior to whole breast irradiation (WBI) using either conventional fractionation (CWBI) or hypofractionation (HWBI) is associated with increased toxicity or worse cosmetic outcome compared to WBI alone. METHODS AND MATERIALS We identified 6,754 patients who received WBI alone (without a third field covering the superior axillary and supraclavicular nodal regions) with data prospectively collected in a state-wide consortium. We reported rates of four toxicity outcomes: physician-reported acute moist desquamation, patient-reported acute moderate/severe breast pain, a composite acute toxicity measure (including moist desquamation and either patient-reported or physician-reported moderate/significant breast pain), and physician-reported impaired cosmetic outcome at one year following WBI. Successive multivariable models were constructed to estimate the impact of chemotherapy on these outcomes. RESULTS Rates of moist desquamation, patient-reported pain, composite acute toxicity, and impaired cosmetic outcome were 23%, 34%, 42%, and 10% for 2,859 patients receiving CWBI and 13%, 28%, 31%, and 11% for 3,895 patients receiving HWBI. Receipt of chemotherapy prior to CWBI was not associated with higher rates of patient-reported pain, composite acute toxicity, or impaired cosmetic outcome compared to CWBI without chemotherapy but was associated with more moist desquamation (OR=1.32 [1.07-1.63], p=0.01). Receipt of chemotherapy prior to HWBI was not associated with higher rates of any of the four toxicity outcomes compared to HWBI alone. CONCLUSIONS In this cohort, use of chemotherapy prior to WBI was generally well tolerated. CWBI with chemotherapy, but not to HWBI with chemotherapy, was associated with higher rates of moist desquamation. Rates of acute breast pain and impaired cosmetic outcome at one year were comparable in patients receiving chemotherapy prior to either CWBI or HWBI. These data support the use of HWBI following chemotherapy.
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Affiliation(s)
| | - Kent A Griffith
- University of Michigan School of Public Health, Ann Arbor, Michigan
| | - Lori J Pierce
- University of Michigan School of Medicine, Ann Arbor, Michigan
| | - Reshma Jagsi
- University of Michigan School of Medicine, Ann Arbor, Michigan
| | | | | | | | - Michael M Dominello
- Barbara Ann Karmanos Cancer Institute, Wayne State University, Detroit, Michigan
| | | | - Jean M Moran
- University of Michigan School of Medicine, Ann Arbor, Michigan
| | - James A Hayman
- University of Michigan School of Medicine, Ann Arbor, Michigan
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Pleasant VA, Griggs JJ. Contemporary Residential Segregation and Cancer Disparities. J Clin Oncol 2021; 39:2739-2741. [DOI: 10.1200/jco.21.01328] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Versha A. Pleasant
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI
| | - Jennifer J. Griggs
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI
- Department of Medicine, Hematology/Oncology, University of Michigan, Ann Arbor, MI
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Hu X, Chehal PK, Kaplan C, Krukowski RA, Lan RH, Stepanski E, Schwartzberg L, Vidal G, Graetz I. Characterization of Clinical Symptoms by Race Among Women With Early-Stage, Hormone Receptor-Positive Breast Cancer Before Starting Chemotherapy. JAMA Netw Open 2021; 4:e2112076. [PMID: 34061200 PMCID: PMC8170541 DOI: 10.1001/jamanetworkopen.2021.12076] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
IMPORTANCE Race disparities persist in breast cancer mortality rates. One factor associated with these disparities may be differences in symptom burden, which may reduce chemotherapy tolerance and increase early treatment discontinuation. OBJECTIVES To compare symptom burden by race among women with early-stage breast cancer before starting chemotherapy and quantify symptom differences explained by baseline characteristics. DESIGN, SETTING, AND PARTICIPANTS A cross-sectional analysis of symptom burden differences by race among Black and White women with a diagnosis of stage I to III, hormone receptor-positive breast cancer who had a symptom report collected before chemotherapy initiation in a large cancer center in the southern region of the US from January 1, 2007, through December 31, 2015. Analyses were conducted from November 1, 2019, to March 31, 2021. Blinder-Oaxaca decomposition was used, adjusting for baseline sociodemographic and clinical characteristics. MAIN OUTCOMES AND MEASURES Four symptom composite scores with a mean (SD) of 50 (10) were reported before starting chemotherapy (baseline) and were derived from symptom items: general physical symptoms (11 items), treatment adverse effects (8 items), acute distress (4 items), and despair (7 items). Patients rated the severity of each symptom they experienced in the past week on a scale of 0 to 10 (where 0 indicates not a problem and 10 indicates as bad as possible). RESULTS A total of 1338 women (mean [SD] age, 54.6 [11.6] years; 420 Black women [31.4%] and 918 White women [68.6%]) were included in the study. Before starting chemotherapy, Black women reported a statistically significantly higher (ie, worse) symptom composite score than White women for adverse effects (44.5 vs 43.8) but a lower acute distress score (48.5 vs 51.0). Decomposition analyses showed that Black patients' characteristics were associated with higher symptom burden across all 4 scores. However, these differences were offset by relatively greater, statistically significant, unexplained physical, distress, and despair symptom reporting by White patients. CONCLUSIONS AND RELEVANCE In this study, before starting chemotherapy, Black patients with early-stage breast cancer reported significantly higher burden for symptoms that may be exacerbated with chemotherapy and lower distress symptoms compared with White patients. Future studies should explore how symptoms change before and after treatment and differ by racial/ethnic groups and how they are associated with treatment adherence and mortality disparities.
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Affiliation(s)
- Xin Hu
- Department of Health Policy and Management, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Puneet K. Chehal
- Department of Health Policy and Management, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Cameron Kaplan
- Gehr Family Center for Health Systems Science and Innovation, Keck School of Medicine of University of Southern California, Los Angeles
| | | | - Roy H. Lan
- College of Medicine, University of Tennessee Health Science Center, Memphis
| | | | - Lee Schwartzberg
- West Cancer Center and Research Institute, Germantown, Tennessee
| | - Gregory Vidal
- West Cancer Center and Research Institute, Germantown, Tennessee
- Division of Hematology and Oncology, University of Tennessee Health Science Center, Memphis
| | - Ilana Graetz
- Department of Health Policy and Management, Rollins School of Public Health, Emory University, Atlanta, Georgia
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Nanda R, Boulware D, Baz R, Portman D, Yu HM, Jim H, Johnstone PAS. Patient-reported outcomes regarding radiation therapy in patients with multiple myeloma. Acta Oncol 2020; 59:983-987. [PMID: 32496846 DOI: 10.1080/0284186x.2020.1772499] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Background: Radiation therapy (RT) has been widely used for palliation in multiple myeloma. However, no data exist on symptom assessment and patient-reported outcomes regarding the efficacy of RT in this disease process. This study aims to demonstrate the impact of palliative RT on patient-reported symptoms in patients with multiple myeloma.Materials and Methods: Our Radiation Oncology and Supportive Care Medicine clinics established the use of a modified Edmonton Symptom Assessment Scale (ESAS) in 2015 assessing 12 symptom domains. All had ESAS data available from each encounter. Demographic and clinical data were retrospectively collected from an institutional data warehouse. We examined total and component survey scores for correlated data of patients during radiation treatment and patients not treated with radiation.Results: Clinic records of 30 patients with multiple myeloma seen in the Radiation Oncology and Supportive Care clinics from 2015 to 2018 were retrieved. A total of 91 discrete surveys were collected (1183 data points). Twenty of these were collected from weekly visits from 12 patients receiving RT; the remainder were from new patient or follow up encounters. Odds ratios were lower with radiation therapy for total scores (OR 4.86, p = .007), as well as several component scores.Conclusions: The use of palliative RT was associated with 5 times lower total symptom scores compared with nonuse. Similar beneficial results were found for several component scores. These patient-reported outcomes strongly suggest that providers should consider palliative radiation for symptomatic multiple myeloma patients. These data should be prospectively validated in a larger cohort of myeloma patients.
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Affiliation(s)
- Ronica Nanda
- Radiation Oncology Department, Moffitt Cancer Center & Research Institute, Tampa, FL, USA
- Health Outcomes & Behavior Department, Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - David Boulware
- Bioinformatics & Biostatistics Department, Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Rachid Baz
- Malignant Hematology Department, Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Diane Portman
- Supportive Care Department, Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - H. Michael Yu
- Radiation Oncology Department, Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Heather Jim
- Health Outcomes & Behavior Department, Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Peter A. S. Johnstone
- Radiation Oncology Department, Moffitt Cancer Center & Research Institute, Tampa, FL, USA
- Health Outcomes & Behavior Department, Moffitt Cancer Center & Research Institute, Tampa, FL, USA
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