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Oppegaard KR, Conley YP, Paul S, Cooper B, Harris CS, Shin J, Morse L, Levine JD, Cartwright F, Roy R, Melisko M, Kober KM, Hammer MJ, Miaskowski C. Self-reported cancer-related cognitive impairment is associated with perturbed neurotransmission pathways. J Neural Transm (Vienna) 2024:10.1007/s00702-024-02824-9. [PMID: 39325169 DOI: 10.1007/s00702-024-02824-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2024] [Accepted: 08/16/2024] [Indexed: 09/27/2024]
Abstract
BACKGROUND Cancer-related cognitive impairment (CRCI) is reported by 45% of patients with cancer. Significant gaps in knowledge remain regarding the mechanisms that underlie CRCI. OBJECTIVES Using a data-driven approach, the study purpose was to evaluate for perturbed pathways associated with membership in the High versus the Low CRCI profiles. METHODS Patients completed the Attentional Function Index six times over two cycles of chemotherapy. Using findings from a previous latent profile analysis, subgroups of patients with high versus low levels of CRCI were evaluated (i.e., High versus Low CRCI profiles). Gene expression was quantified using either ribonucleic (RNA)-sequencing or microarray analyses and pathway impact analyses were performed. Signaling pathways were defined using the Kyoto Encyclopedia of Genes and Genomes database. RESULTS A total of 508 patients had data available for analysis. Of the 261 patients in the RNA-sequencing sample, 48.7% were in the High class and 51.3% were in the Low class. Of the 247 patients the microarray sample, 46.6% were in the High class and 53.4% were in the Low class. Pathway impact analyses identified seven perturbed pathways related to neurotransmission (i.e., glutamatergic synapse, GABAergic synapse, dopaminergic synapse, serotonergic synapse, long-term depression, cholinergic synapse, retrograde endocannabinoid signaling). CONCLUSIONS This study is the first to describe associations between self-reported CRCI in patients receiving chemotherapy for breast, gastrointestinal, gynecological, or lung cancer and seven neurotransmission pathways. These findings provide new insights into potential targets for mechanistically based interventions.
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Affiliation(s)
- Kate R Oppegaard
- Dana-Farber Cancer Institute, University of Massachusetts, Boston, MA, USA
| | - Yvette P Conley
- School of Nursing, University of Pittsburg, Pittsburgh, PA, USA
| | - Steven Paul
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA
| | - Bruce Cooper
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA
| | | | - Joosun Shin
- The Phyllis F. Cantor Center for Research in Nursing and Patient Care Services, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Lisa Morse
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA
| | - Jon D Levine
- School of Medicine, University of California, San Francisco, CA, USA
| | | | - Ritu Roy
- School of Medicine, University of California, San Francisco, CA, USA
| | - Michelle Melisko
- School of Medicine, University of California, San Francisco, CA, USA
| | - Kord M Kober
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA
| | - Marilyn J Hammer
- The Phyllis F. Cantor Center for Research in Nursing and Patient Care Services, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Christine Miaskowski
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA.
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Oppegaard KR, Mayo SJ, Armstrong TS, Dokiparthi V, Melisko M, Levine JD, Olshen AB, Anguera JA, Roy R, Paul S, Cooper B, Conley YP, Hammer MJ, Miaskowski C, Kober KM. Neurodegenerative disease pathways are perturbed in patients with cancer who self-report cognitive changes and anxiety: A pathway impact analysis. Cancer 2024; 130:2834-2847. [PMID: 38676932 DOI: 10.1002/cncr.35336] [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: 08/03/2023] [Revised: 01/31/2024] [Accepted: 03/28/2024] [Indexed: 04/29/2024]
Abstract
BACKGROUND Cancer-related cognitive impairment (CRCI) and anxiety co-occur in patients with cancer. Little is known about mechanisms for the co-occurrence of these two symptoms. The purposes of this secondary analysis were to evaluate for perturbed pathways associated with the co-occurrence of self-reported CRCI and anxiety in patients with low versus high levels of these two symptoms and to identify potential mechanisms for the co-occurrence of CRCI and anxiety using biological processes common across any perturbed neurodegenerative disease pathways. METHODS Patients completed the Attentional Function Index and the Spielberger State-Trait Anxiety Inventory six times over two cycles of chemotherapy. Based on findings from a previous latent profile analysis, patients were grouped into none versus both high levels of these symptoms. Gene expression was quantified, and pathway impact analyses were performed. Signaling pathways for evaluation were defined with the Kyoto Encyclopedia of Genes and Genomes database. RESULTS A total of 451 patients had data available for analysis. Approximately 85.0% of patients were in the none class and 15.0% were in the both high class. Pathway impact analyses identified five perturbed pathways related to neurodegenerative diseases (i.e., amyotrophic lateral sclerosis, Huntington disease, Parkinson disease, prion disease, and pathways of neurodegeneration-multiple diseases). Apoptosis, mitochondrial dysfunction, oxidative stress, and endoplasmic reticulum stress were common biological processes across these pathways. CONCLUSIONS This study is the first to describe perturbations in neurodegenerative disease pathways associated with CRCI and anxiety in patients receiving chemotherapy. These findings provide new insights into potential targets for the development of mechanistically based interventions.
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Affiliation(s)
- Kate R Oppegaard
- Department of Physiological Nursing, University of California San Francisco, San Francisco, California, USA
- The Phyllis F. Cantor Center for Research in Nursing and Patient Care Services, Dana-Farber Cancer Institute, University of Massachusetts Boston, Boston, Massachusetts, USA
| | - Samantha J Mayo
- Princess Margaret Cancer Centre, University Health Network, Lawrence S. Bloomberg School of Nursing, University of Toronto, Toronto, Ontario, Canada
| | - Terri S Armstrong
- Neuro-Oncology Branch, Office of Patient-Centered Outcomes Research, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | | | - Michelle Melisko
- Department of Medicine, University of California San Francisco, San Francisco, California, USA
| | - Jon D Levine
- School of Dentistry, University of California San Francisco, San Francisco, California, USA
| | - Adam B Olshen
- Department of Epidemiology and Biostatistics, Bakar Computational Health Sciences Institute, Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California, USA
| | - Joaquin A Anguera
- Weill Institute for Neurosciences, Kavli Institute for Fundamental Neuroscience, Sandler Neurosciences Center, University of California San Francisco, San Francisco, California, USA
| | - Ritu Roy
- Helen Diller Family Comprehensive Cancer Center, School of Medicine, University of California San Francisco, San Francisco, California, USA
| | - Steven Paul
- Department of Physiological Nursing, University of California San Francisco, San Francisco, California, USA
| | - Bruce Cooper
- Department of Physiological Nursing, University of California San Francisco, San Francisco, California, USA
| | - Yvette P Conley
- School of Nursing, University of Pittsburg, Pittsburgh, Pennsylvania, USA
| | - Marilyn J Hammer
- The Phyllis F. Cantor Center for Research in Nursing and Patient Care Services, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Christine Miaskowski
- Departments of Physiological Nursing and Anesthesia and Perioperative Care, Pain and Addiction Research Center, University of California San Francisco, San Francisco, California, USA
| | - Kord M Kober
- Department of Physiological Nursing, Bakar Computational Health Sciences Institute, Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California, USA
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Morse L, Cooper BA, Ritchie CS, Wong ML, Kober KM, Harris C, Shin J, Oppegaard K, Hammer MJ, Schimmel AC, Paul SM, Conley YP, Levine JD, Miaskowski C. Stability and consistency of symptom clusters in younger versus older patients receiving chemotherapy. BMC Geriatr 2024; 24:164. [PMID: 38365584 PMCID: PMC10870638 DOI: 10.1186/s12877-024-04755-2] [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: 11/08/2023] [Accepted: 01/28/2024] [Indexed: 02/18/2024] Open
Abstract
BACKGROUND By 2035, the number of newly diagnosed cancer cases will double and over 50% will be in older adults. Given this rapidly growing demographic, a need exists to understand how age influences oncology patients' symptom burden. The study purposes were to evaluate for differences in the occurrence, severity, and distress of 38 symptoms in younger (< 60 years) versus older (≥ 60 years) oncology patients undergoing chemotherapy and to evaluate for differences in the stability and consistency of symptom clusters across the two age groups. METHODS A total of 1329 patients were dichotomized into the younger and older groups. Patients completed demographic and clinical questionnaires prior to the initiation of their second or third cycle of chemotherapy. A modified version of Memorial Symptom Assessment Scale was used to evaluate the occurrence, severity, and distress of 38 common symptoms associated with cancer and its treatment. Differences between the two age groups in demographic and clinical characteristics and ratings of occurrence, severity, and distress for the 38 symptoms were evaluated using parametric and nonparametric tests. Exploratory factor analyses were done within each age group to identify symptom clusters using symptom occurrence rates. RESULTS Compared to the younger group (14.8 (± 7.0)), older adults reported a lower mean number of symptoms (12.9 (± 7.2)). Older patients experienced lower occurrence rates for almost 50% of the symptoms. Regarding symptom clusters, an eight-factor solution was selected for both age groups. Across the two age groups, the eight symptom clusters (i.e., physical and cognitive fatigue, respiratory, psychological, hormonal, chemotherapy-related toxicity, weight gain, gastrointestinal, epithelial) were stable. However, symptoms within the physical and cognitive, chemotherapy-related toxicity, and gastrointestinal clusters were not consistent across the age groups. CONCLUSIONS To be able to provide tailored and effective symptom management interventions to older oncology patients, routine assessments of the core symptoms unique to the symptom clusters identified for this group warrants consideration. The underlying mechanism(s) for these inconsistencies in symptom burden is an important focus for future studies.
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Affiliation(s)
- Lisa Morse
- School of Nursing, University of California, San Francisco, CA, USA
| | - Bruce A Cooper
- School of Nursing, University of California, San Francisco, CA, USA
| | - Christine S Ritchie
- Division of Palliative Care and Geriatric Medicine, Massachusetts General Hospital Morgan Institute, Boston, MA, USA
| | - Melisa L Wong
- School of Medicine, University of California, San Francisco, CA, USA
- Division of Research, Kaiser Permanente Medical Group, Oakland, CA, USA
| | - Kord M Kober
- School of Nursing, University of California, San Francisco, CA, USA
| | - Carolyn Harris
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Joosun Shin
- Dana Farber Cancer Institute, Boston, MA, USA
| | | | | | | | - Steven M Paul
- School of Nursing, University of California, San Francisco, CA, USA
| | - Yvette P Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jon D Levine
- School of Medicine, University of California, San Francisco, CA, USA
| | - Christine Miaskowski
- School of Nursing, University of California, San Francisco, CA, USA.
- School of Medicine, University of California, San Francisco, CA, USA.
- Department of Physiological Nursing, School of Nursing, University of California, 2 Koret Way- N631Y, 94143-0610, San Francisco, CA, USA.
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Wang K, Diao M, Yang Z, Liu M, Salvador JT. Identification of subgroups of patients with gastrointestinal cancers based on symptom severity and frequency: A latent profile and latent class analysis. Eur J Oncol Nurs 2024; 68:102479. [PMID: 38043172 DOI: 10.1016/j.ejon.2023.102479] [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: 09/07/2023] [Revised: 11/09/2023] [Accepted: 11/18/2023] [Indexed: 12/05/2023]
Abstract
PURPOSE Identify subgroups of patients with gastrointestinal cancer with different frequency and severity of symptoms and assess differences in demographics, clinical characteristics, and degree of interference with daily life. METHODS This was a cross-sectional study. A total of 202 patients with gastrointestinal cancers completed the Chinese version of the MD Anderson Symptom Inventory for Gastrointestinal Cancer Module by convenience sampling. Subgroups of patients were identified using latent profile analysis and latent class analysis. Chi-squared, Mann-Whitney-U, and Kruskal-Wallis tests assessed differences among subgroups. RESULTS In terms of symptom severity, low (70.3%), Moderate (13.4%), and high (16.3%) classes were identified. Compared with the other two classes, the Moderate group had a higher proportion of patients with a history of tobacco and alcohol, esophageal cancer, and gastric cancer (P < 0.05). In terms of symptom frequency, all -high (57.9%), high physical symptoms (9.9%), and all-low (32.2%) classes were identified. All-high groups had a younger age and a higher proportion of patients with cancer stage IV (P < 0.05). The high group had the most interference with daily life in both perspectives (P < 0.001), and psycho-emotional symptoms were frequent and severe. CONCLUSIONS The two perspectives of symptom severity and frequency can play a complementary role in identifying high-risk groups. Clinical practitioners should strengthen psychological interventions in young and advanced cancer patients and provide pharmaceutical and non-pharmaceutical interventions for dysphagia symptoms in esophageal and gastric cancer patients with a history of tobacco and alcohol.
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Affiliation(s)
- Ke Wang
- Department of Nursing, The Second Affiliated Hospital of Shandong First Medical University, Taian City, Shandong Province, China.
| | - Min Diao
- Department of Nursing, The Second Affiliated Hospital of Shandong First Medical University, Taian City, Shandong Province, China
| | - Zhaoxia Yang
- Department of Nursing, The Second Affiliated Hospital of Shandong First Medical University, Taian City, Shandong Province, China
| | - Mengjia Liu
- Department of Nursing, The Second Affiliated Hospital of Shandong First Medical University, Taian City, Shandong Province, China
| | - Jordan Tovera Salvador
- Nursing Education Department, College of Nursing, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
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Calvo-Schimmel A, Hammer MJ, Wright AA, Blank SV, Cohen B, Harris C, Shin J, Conley Y, Paul S, Cooper B, Levine JD, Miaskowski C. Worse Depression Profiles Are Associated With Higher Symptom Burden and Poorer Quality of Life in Patients With Gynecologic Cancer. Cancer Nurs 2024:00002820-990000000-00210. [PMID: 38259059 PMCID: PMC11263505 DOI: 10.1097/ncc.0000000000001296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
BACKGROUND Depression is a pervasive symptom in patients with gynecological cancer undergoing chemotherapy. OBJECTIVES Purposes were to identify subgroups of patients with distinct depression profiles and evaluate for differences in demographic and clinical characteristics, severity of common symptoms, and quality of life (QOL) outcomes among these subgroups. METHODS Patients with gynecological cancer (n = 231) completed the Center for Epidemiologic Studies-Depression Scale 6 times over 2 cycles of chemotherapy. All of the other measures were completed prior to the second or third cycle of chemotherapy. Latent profile analysis was done to identify the distinct depression profiles. Differences were evaluated using parametric and nonparametric tests. RESULTS Three distinct profiles were identified: low (60.1%), high (35.1%), and very high (4.8%). Compared with low class, the other 2 classes had lower functional status and were more likely to self-report a diagnosis of depression. Patients in the 2 worse profiles reported a higher comorbidity burden, higher levels of trait and state anxiety, sleep disturbance, and fatigue, as well as lower levels of cognitive function and poorer QOL. State and trait anxiety, evening fatigue, and sleep disturbance scores exhibit a "dose-response effect" (ie, as the depression profile worsened, the severity of these symptoms increased). CONCLUSIONS Almost 40% of our sample experienced high or very high levels of depression across 2 cycles of chemotherapy. IMPLICATIONS FOR PRACTICE Clinicians can use the identified risk factors to identify high patients risk and provide tailored psychological interventions aimed to decrease symptom burden and prevent decrements in QOL.
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Affiliation(s)
- Alejandra Calvo-Schimmel
- Author Affiliations: School of Nursing, University of California, San Francisco (Drs Calvo-Schimmel, Shin, Paul, Cooper, and Miaskowski); Dana Farber Cancer Institute, Boston, Massachusetts (Drs Hammer and Wright); Mount Sinai Medical Center, New York (Drs Blank and Cohen); School of Nursing, University of Pittsburgh, Pennsylvania (Drs Harris and Conley); and School of Medicine, University of California, San Francisco (Drs Levine and Miaskowski)
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6
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Ye Y, Zeng K, Qin L, Luo J, Liu S, Miao J, Liang J, Yu Y, Zhao M, Zhang L. Differential Characteristics of Fatigue-Pain-Sleep Disturbance-Depression Symptom Cluster and Influencing Factors of Patients With Advanced Cancer During Treatment: A Latent Class Analysis. Cancer Nurs 2024:00002820-990000000-00206. [PMID: 38206596 DOI: 10.1097/ncc.0000000000001316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2024]
Abstract
BACKGROUND Patients with advanced cancer may experience symptom clusters during treatment (eg, fatigue, pain, sleep disturbance, depression). Understanding the characteristics and factors associated with symptom cluster classes among this patient population is essential for effective symptom management. OBJECTIVE The aims of this study were to identify symptom cluster (fatigue-pain-sleep disturbance-depression) classes and explore influencing factors in patients with advanced cancer during the treatment. METHODS A cross-sectional survey was conducted in an oncology department of a tertiary hospital in China from September 2020 to March 2021. Cancer patients (stage III/IV) 18 years or older completed the questionnaires on pain, fatigue, sleep disturbance, depression, physical activity, and exercise self-efficacy. Latent class analysis and multinomial logistic regression were used. RESULTS Three hundred sixty-five patients who were male (65.2%) and younger than 60 years (59.5%) completed questionnaires. Three symptom cluster classes were identified: class 1 ("low symptom burden" class), class 2 ("fatigue-insomnia" class), and class 3 ("high symptom burden" class), with a percentage of 54.5%, 38.6%, and 6.8%, respectively. The quality-of-life score, introversion/extroversion, economic burden, Karnofsky Performance Status, albumin level, and exercise self-efficacy were significantly different among the 3 classes (P < .05). CONCLUSION Patients with advanced cancer were classified into 3 distinct classes, with class 1 having the best function. Results from this study reveal that Karnofsky Performance Status, albumin level, and exercise self-efficacy were significant factors for the latent classes of symptom cluster. IMPLICATIONS FOR PRACTICE Exercise self-efficacy is important for personalized interventions and improving symptom management efficiency.
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Affiliation(s)
- Yanxin Ye
- Author Affiliations: School of Nursing, Southern Medical University (Drs Ye, Zeng, Qin, Luo, Liu, Liang, and Zhang); Nanfang Hospital, the First Hospital Affiliated to Southern Medical University (Mrs Miao); Guangzhou First People's Hospital, the Second Hospital Affiliated to Southern China University of Technology (Dr Yu); and School of Basic Medical Sciences, Southern Medical University (Dr Zhao), Guangzhou, China
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Simão D, Barata PC, Alves M, Papoila AL, Oliveira S, Lawlor P. Symptom Clusters in Patients With Advanced Cancer: A Prospective Longitudinal Cohort Study to Examine Their Stability and Prognostic Significance. Oncologist 2024; 29:e152-e163. [PMID: 37536276 PMCID: PMC10769798 DOI: 10.1093/oncolo/oyad211] [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: 11/11/2022] [Accepted: 06/23/2023] [Indexed: 08/05/2023] Open
Abstract
This study's purpose was to assess symptom cluster (SC) stability during disease progression and determine their strength of association with survival in patients with advanced cancer . Consecutively eligible patients with advanced cancer not receiving cancer-specific treatment and referred to a Tertiary Palliative Care Clinic were enrolled in a prospective cohort study. At first consultation (D0) and in subsequent consultations at day 15 (D15) and day 30 (D30), patients rated 9 symptoms through the Edmonton Symptom Assessment System scale (0-10) and 10 others using a Likert scale (1-5). Principal components factor analysis with varimax rotation was used to determine SCs at each consultation. Of 318 patients with advanced cancer, 301 met eligibility criteria with a median age of 69 years (range 37-94). Three SCs were identified: neuro-psycho-metabolic (NPM), gastrointestinal, and sleep impairment, with some variations in their constitution over time. Exploratory factor analysis accounted for 40% of variance of observed variables in all SCs. Shorter median survival was observed continuously for NPM cluster (D0 23 vs. 58 days, P < .001; D15 41 vs. 104 days, P=.004; D30 46 vs. 114 days, P = .002), although the presence of 2 or more SCs on D0 and D15 also had prognostic significance (D0: 21 vs. 45 days, P = .005; D30: 50 vs. 96 days, P = .040). In a multivariable model, NPM cluster (D0 hazard ratio estimate: HR 1.64; 95%CI, 1.17-2.31; P = .005; D15 HR: 2.51; 95%CI, 1.25-5.05; P = .009; D30 HR: 3.9; 95%CI, 1.54-9.86; P = .004) and hospitalization (D0 HR: 2.27; 95%CI, 1.47-3.51; P < .001; D15 HR: 2.43; 95%CI, 1.18-5.01; P = .016; D30 HR: 3.41; 95%CI, 1.35-8.62; P = .009) were independently and significantly associated with worse survival. Three clinically relevant SCs were identified, and their constitution had small variations, maintaining a stable set of nuclear symptoms through disease progression. Presence of the NPM cluster and hospitalization maintained their prognostic value over time.
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Affiliation(s)
- Diana Simão
- Medical Oncology, Centro Hospitalar Universitário de Lisboa Central, Lisbon, Portugal
| | - Pedro C Barata
- Medical Oncology, Centro Hospitalar Universitário de Lisboa Central, Lisbon, Portugal
- Division of Solid Tumor Oncology, University Hospitals Seidman Cancer Center, Cleveland, OH, USA
| | - Marta Alves
- Epidemiology and Statistics Unit, Centro Hospitalar Universitário de Lisboa Central, Lisbon, Portugal
| | - Ana L Papoila
- Epidemiology and Statistics Unit, Centro Hospitalar Universitário de Lisboa Central, Lisbon, Portugal
| | - Sónia Oliveira
- Medical Oncology, Centro Hospitalar Universitário de Lisboa Central, Lisbon, Portugal
| | - Peter Lawlor
- Bruyere Continuing Care, Division of Palliative Care, Department of Medicine, Bruyere and Ottawa Hospital Research Institutes, University of Ottawa, Ottawa, Canada
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Oppegaard KR, Mayo SJ, Armstrong TS, Kober KM, Anguera J, Hammer MJ, Levine JD, Conley YP, Paul S, Cooper B, Miaskowski C. Adverse Childhood Experiences and Higher Levels of Stress Are Associated With the Co-occurrence of Cancer-Related Cognitive Impairment and Anxiety. Semin Oncol Nurs 2023; 39:151513. [PMID: 37914659 DOI: 10.1016/j.soncn.2023.151513] [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: 06/17/2023] [Revised: 09/19/2023] [Accepted: 09/20/2023] [Indexed: 11/03/2023]
Abstract
OBJECTIVES We sought to identify subgroups of patients with distinct joint cancer-related cognitive impairment (CRCI) AND anxiety profiles and evaluate for differences in demographic and clinical characteristics, as well as levels of global stress, cancer-specific stress, cumulative life stress, and resilience. DATA SOURCES Patients (n = 1332) completed the Attentional Function Index and the Spielberger State Anxiety Inventory six times over two cycles of chemotherapy. Global, cancer-specific, and cumulative life stress and resilience were evaluated using Perceived Stress Scale, Impact of Event Scale-Revised, Life Stressor Checklist-Revised, and Connor-Davidson Resilience Scale, respectively. Latent profile analysis was used to identify subgroups of patients with distinct joint CRCI AND anxiety profiles. Differences were evaluated using parametric and nonparametric tests. RESULTS Three classes were identified (ie, No CRCI and Low Anxiety [57.3%], Moderate CRCI and Moderate Anxiety [34.5%], and High CRCI and High Anxiety [8.2%]). All of the stress measures showed a dose-response effect (ie, as the CRCI AND anxiety profile worsened, scores for all three types of stress increased). The two highest symptom classes reported higher occurrence rates for six specific stressors (eg, emotional abuse, physical abuse, sexual harassment). CONCLUSIONS Findings suggest that higher levels of co-occurring CRCI AND anxiety are associated with some common risk factors, as well as higher levels of stress and lower levels of resilience. Increased knowledge of modifiable risk factors and sources of stress associated with the co-occurrence of these two symptoms will assist clinicians to identify high-risk patients and implement individualized interventions.
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Affiliation(s)
- Kate R Oppegaard
- Department of Physiological Nursing, University of California San Francisco, San Francisco, CA
| | - Samantha J Mayo
- Lawrence S. Bloomberg School of Nursing, University of Toronto, Toronto, Canada
| | - Terri S Armstrong
- Neuro-Oncology Branch, Office of Patient-Centered Outcomes Research, Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - Kord M Kober
- Department of Physiological Nursing, University of California San Francisco, San Francisco, CA
| | - Joaquin Anguera
- Weill Institute for Neurosciences, Departments of Neurology and Psychiatry, University of California San Francisco, San Francisco, CA
| | - Marilyn J Hammer
- Director of Research and Evidence-based Practice, Dana-Farber Cancer Institute, Boston, MA
| | - Jon D Levine
- Department of Medicine, School of Medicine, University of California San Francisco, San Francisco, CA
| | - Yvette P Conley
- Department of Health Promotion and Development, School of Nursing, University of Pittsburg, Pittsburgh, PA
| | - Steven Paul
- Department of Physiological Nursing, University of California San Francisco, San Francisco, CA
| | - Bruce Cooper
- Department of Physiological Nursing, University of California, San Francisco, CA
| | - Christine Miaskowski
- Departments of Physiological Nursing and Anesthesia and Perioperative Care, University of California San Francisco, San Francisco, CA.
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Calvo-Schimmel A, Paul SM, Cooper BA, Shin J, Harris C, Oppegaard K, Hammer MJ, Cartwright F, Conley YP, Kober KM, Levine JD, Miaskowski C. Oncology Outpatients With Worse Anxiety and Sleep Disturbance Profiles Are at Increased Risk for a Higher Symptom Burden and Poorer Quality of Life. Cancer Nurs 2023; 46:417-431. [PMID: 35688433 PMCID: PMC9729413 DOI: 10.1097/ncc.0000000000001139] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Anxiety and sleep disturbance are frequent symptoms during chemotherapy. OBJECTIVES Purposes were to identify subgroups of oncology outpatients with distinct joint anxiety and sleep disturbance profiles, as well as evaluate for differences in demographic and clinical characteristics, sleep disturbance characteristics, severity of common symptoms, and quality-of-life outcomes among these subgroups. METHODS Oncology outpatients (n = 1331) completed self-report measures of anxiety and sleep disturbance 6 times over 2 chemotherapy cycles. Latent profile analysis was done to identify subgroups of patients with distinct joint anxiety and sleep disturbance profiles. RESULTS Three profiles were identified (ie, no anxiety and low sleep disturbance (59.7%), moderate anxiety and high sleep disturbance (32.5%), high anxiety and very high sleep disturbance (7.8%)). Compared with the no anxiety and low sleep disturbance class, the other 2 classes were younger; less likely to be married; had a lower annual household income; and had childcare responsibilities. Patients in the 2 worse profiles had problems with both sleep initiation and maintenance. These patients reported higher levels of depressive symptoms, trait and state anxiety, and evening fatigue, as well as lower levels of morning and evening energy, cognitive function, and poorer quality of life. CONCLUSIONS More than 40% of patients had moderate or high levels of anxiety and high or very high levels of sleep disturbance. Modifiable risk factors associated with these profiles may be used to develop targeted interventions for 1 or both symptoms. IMPLICATIONS FOR PRACTICE Clinicians need to assess for the co-occurrence of anxiety and sleep disturbance.
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Affiliation(s)
- Alejandra Calvo-Schimmel
- Author affiliations: School of Nursing, University of California, San Francisco (Drs Calvo-Schimmel, Paul, Cooper, Kober, and Miaskowski and Mss Shin, Harris, and Oppegaard); Dana Farber Cancer Institute, Boston, Massachusetts (Dr Hammer); Department of Nursing, Mount Sinai Medical Center, New York (Dr Cartwright); School of Nursing, University of Pittsburgh, Pittsburgh, Pennsylvania (Dr Conley); and School of Medicine, University of California, San Francisco (Drs Levine and Miaskowski)
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10
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Shin J, Kober K, Yates P, Wong ML, Cooper BA, Paul SM, Hammer M, Conley Y, Levine JD, Wright F, Miaskowski C. Higher Lifetime Stress and Symptom Burden Contribute to the Occurrence of Shortness of Breath. Semin Oncol Nurs 2023; 39:151471. [PMID: 37500312 PMCID: PMC11446157 DOI: 10.1016/j.soncn.2023.151471] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 06/10/2023] [Accepted: 06/21/2023] [Indexed: 07/29/2023]
Abstract
OBJECTIVES Among four classes of patients with distinct shortness of breath profiles, evaluate for differences in levels of global, cancer-specific, and cumulative life stress, as well as resilience; evaluate for differences in the occurrence rates for various stressful life events, and evaluate for differences in the severity of common co-occurring symptoms. DATA SOURCES Outpatients (N = 1338) completed questionnaires six times over two cycles of chemotherapy. The occurrence of shortness of breath was assessed using the Memorial Symptom Assessment Scale. Latent class analysis was used to identify subgroups of patients with distinct shortness of breath profiles. Differences among the classes were evaluated using parametric and nonparametric tests. CONCLUSION Shortness of breath classes were labeled based on their distinct occurrence trajectories: None (70.5%), Decreasing (8.2%), Increasing (7.8%), and High (13.5%). Compared to None class, Decreasing and High classes had higher global and cancer-specific stress scores. The High class reported higher occurrence rates for several adverse childhood experiences. Compared to None class, Decreasing and High classes had higher depression, anxiety, and morning fatigue scores and lower morning energy and cognitive function scores. IMPLICATIONS FOR NURSING PRACTICE Given the additive or synergistic relationships between stress, co-occurring symptoms, and shortness of breath, multimodal interventions that include stress management, exercise training, and/or symptom management may decrease shortness of breath in oncology patients.
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Affiliation(s)
- Joosun Shin
- Department of Physiological Nursing, School of Nursing, University of California, San Francisco, California
| | - Kord Kober
- Department of Physiological Nursing, School of Nursing, University of California, San Francisco, California
| | - Patsy Yates
- Cancer & Palliative Outcomes Centre, Centre for Health Transformation, Faculty of Health, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Melisa L Wong
- Department of Medicine, School of Medicine, University of California, San Francisco, California
| | - Bruce A Cooper
- Department of Physiological Nursing, School of Nursing, University of California, San Francisco, California
| | - Steven M Paul
- Department of Physiological Nursing, School of Nursing, University of California, San Francisco, California
| | - Marilyn Hammer
- The Phyllis F. Cantor Center for Research in Nursing and Patient Care Services, Dana Farber Cancer Institute, Boston, Massachusetts
| | - Yvette Conley
- Department of Health Promotion and Development, School of Nursing, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Jon D Levine
- Department of Medicine, School of Medicine, University of California, San Francisco, California
| | - Fay Wright
- Rory Meyers College of Nursing, New York University, New York, New York
| | - Christine Miaskowski
- Departments of Physiological Nursing and Anesthesia, School of Nursing and School of Medicine, University of California, San Francisco, California.
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Johnson PC, Dhawale T, Newcomb RA, Amonoo HL, Lavoie MW, Vaughn D, Karpinski K, El-Jawahri A. Longitudinal patient-reported outcomes in patients receiving chimeric antigen receptor T-cell therapy. Blood Adv 2023; 7:3541-3550. [PMID: 36995091 PMCID: PMC10368828 DOI: 10.1182/bloodadvances.2022009117] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 01/25/2023] [Accepted: 02/13/2023] [Indexed: 03/31/2023] Open
Abstract
Chimeric antigen receptor T-cell therapy (CAR-T) has transformed the treatment for relapsed/refractory hematologic malignancies; however, data on patient-reported outcomes in CAR-T are limited. We conducted a longitudinal study of adults with hematologic malignancies receiving CAR-T. We assessed quality of life (QOL; functional assessment of cancer therapy-general), psychological distress (hospital anxiety and depression scale, patient health questionnaire-9, posttraumatic stress disorder [PTSD] checklist), and physical symptoms (Edmonton symptom assessment scale-revised) at baseline, 1 week, 1, 3, and 6 months after CAR-T. We used linear mixed models to identify factors associated with QOL trajectory. We enrolled 103 of 142 eligible patients (3 did not receive CAR-T). QOL (B = 1.96; P < .001) and depression (B = -0.32; P = .001) worsened by 1 week and improved by 6 months after CAR-T. At 6 months, 18%, 22%, and 22% reported clinically significant depression, anxiety, and PTSD symptoms, respectively. At 1 week, 52% reported severe physical symptoms, declining to 28% at 6 months after CAR-T. In unadjusted linear mixed models, worse Eastern Cooperative Oncology Group performance status (B = 1.24; P = .042), receipt of tocilizumab (B = 1.54; P = .042), and receipt of corticosteroids for cytokine release syndrome and/or neurotoxicity (B = 2.05; P = .006) were associated with higher QOL trajectory. After CAR-T, QOL declined, and depression increased early, followed by improvements in QOL, psychological distress, and physical symptoms by 6 months after infusion. A significant minority of patients reported substantial psychological distress and physical symptoms longitudinally.
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Affiliation(s)
- P. Connor Johnson
- Division of Hematology & Oncology, Department of Medicine, Massachusetts General Hospital, Boston, MA
- Harvard Medical School, Boston, MA
| | - Tejaswini Dhawale
- Division of Hematology & Oncology, Department of Medicine, Massachusetts General Hospital, Boston, MA
- Harvard Medical School, Boston, MA
| | - Richard A. Newcomb
- Division of Hematology & Oncology, Department of Medicine, Massachusetts General Hospital, Boston, MA
- Harvard Medical School, Boston, MA
| | - Hermioni L. Amonoo
- Harvard Medical School, Boston, MA
- Department of Psychiatry, Brigham and Women’s Hospital, Boston, MA
- Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, MA
| | - Mitchell W. Lavoie
- University of Massachusetts Chan Medical School, Worchester, MA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA
| | - Dagny Vaughn
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA
- University of Tennessee Health Science Center College of Medicine, Memphis, TN
| | - Kyle Karpinski
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA
| | - Areej El-Jawahri
- Division of Hematology & Oncology, Department of Medicine, Massachusetts General Hospital, Boston, MA
- Harvard Medical School, Boston, MA
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12
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Hammer MJ, Cooper BA, Chen LM, Wright AA, Pozzar R, Blank SV, Cohen B, Dunn L, Paul S, Conley YP, Levine JD, Miaskowski C. Identification of distinct symptom profiles in patients with gynecologic cancers using a pre-specified symptom cluster. Support Care Cancer 2023; 31:485. [PMID: 37480403 DOI: 10.1007/s00520-023-07954-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Accepted: 07/17/2023] [Indexed: 07/24/2023]
Abstract
PURPOSE Pain, fatigue, sleep disturbance, and depression are four of the most common symptoms in patients with gynecologic cancer. The purposes were to identify subgroups of patients with distinct co-occurring pain, fatigue, sleep disturbance, and depression profiles (i.e., pre-specified symptom cluster) in a sample of patients with gynecologic cancer receiving chemotherapy and assess for differences in demographic and clinical characteristics, as well as the severity of other common symptoms and QOL outcomes among these subgroups. METHODS Patients completed symptom questionnaires prior to their second or third cycle of chemotherapy. Latent profile analysis was used to identify subgroups of patients using the pre-specified symptom cluster. Parametric and nonparametric tests were used to evaluate for differences between the subgroups. RESULTS In the sample of 233 patients, two distinct latent classes were identified (i.e., low (64.8%) and high (35.2%)) indicating lower and higher levels of symptom burden. Patients in high class were younger, had child care responsibilities, were unemployed, and had a lower annual income. In addition, these women had a higher body mass index, a higher comorbidity burden, and a lower functional status. Patients in the high class reported higher levels of anxiety, as well as lower levels of energy and cognitive function and poorer quality of life scores. CONCLUSIONS This study identified a number of modifiable and non-modifiable risk factors associated with membership in the high class. Clinicians can use this information to refer patients to dieticians and physical therapists for tailored interventions.
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Affiliation(s)
| | - Bruce A Cooper
- School of Nursing, University of California, San Francisco, San Francisco, CA, USA
| | - Lee-May Chen
- School of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | | | | | | | | | - Laura Dunn
- School of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Steven Paul
- School of Nursing, University of California, San Francisco, San Francisco, CA, USA
| | - Yvette P Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jon D Levine
- School of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Christine Miaskowski
- School of Nursing, University of California, San Francisco, San Francisco, CA, USA.
- School of Medicine, University of California, San Francisco, San Francisco, CA, USA.
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13
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Oppegaard KR, Mayo SJ, Armstrong TS, Kober KM, Anguera J, Wright F, Levine JD, Conley YP, Paul S, Cooper B, Miaskowski C. An Evaluation of the Multifactorial Model of Cancer-Related Cognitive Impairment. Nurs Res 2023; 72:272-280. [PMID: 37104681 PMCID: PMC10330009 DOI: 10.1097/nnr.0000000000000660] [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: 04/29/2023]
Abstract
BACKGROUND Up to 45% of patients report cancer-related cognitive impairment (CRCI). A variety of characteristics are associated with the occurrence and/or severity of CRCI. However, an important gap in knowledge of risk factors for CRCI is the relative contribution of each factor. The multifactorial model of cancer-related cognitive impairment (MMCRCI) is a conceptual model of CRCI that can be used to evaluate the strength of relationships between various factors and CRCI. OBJECTIVES The purpose of this study was to use structural regression methods to evaluate the MMCRCI using data from a large sample of outpatients receiving chemotherapy ( n = 1,343). Specifically, the relationships between self-reported CRCI and four MMCRCI concepts (i.e., social determinants of health, patient-specific factors, treatment factors, and co-occurring symptoms) were examined. The goals were to determine how well the four concepts predicted CRCI and determine the relative contribution of each concept to deficits in perceived cognitive function. METHODS This study is part of a larger, longitudinal study that evaluated the symptom experience of oncology outpatients receiving chemotherapy. Adult patients were diagnosed with breast, gastrointestinal, gynecological, or lung cancer; had received chemotherapy within the preceding 4 weeks; were scheduled to receive at least two additional cycles of chemotherapy; were able to read, write, and understand English; and gave written informed consent. Self-reported CRCI was assessed using the attentional function index. Available study data were used to define the latent variables. RESULTS On average, patients were 57 years of age, college educated, and with a mean Karnofsky Performance Status score of 80. Of the four concepts evaluated, whereas co-occurring symptoms explained the largest amount of variance in CRCI, treatment factors explained the smallest amount of variance. A simultaneous structural regression model that estimated the joint effect of the four exogenous latent variables on the CRCI latent variable was not significant. DISCUSSION These findings suggest that testing individual components of the MMCRCI may provide useful information on the relationships among various risk factors, as well as refinements of the model. In terms of risk factors for CRCI, co-occurring symptoms may be more significant than treatment factors, patient-specific factors, and/or social determinants of health in patients receiving chemotherapy.
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Affiliation(s)
| | - Samantha J. Mayo
- Lawrence S. Bloomberg School of Nursing, University of Toronto, Toronto, Canada
| | | | - Kord M. Kober
- School of Nursing, University of California San Francisco
| | | | - Fay Wright
- Rory Meyers College of Nursing, New York University, New York, NY
| | - Jon D. Levine
- School of Medicine, University of California San Francisco
| | | | - Steven Paul
- School of Nursing, University of California San Francisco
| | - Bruce Cooper
- School of Nursing, University of California San Francisco
| | - Christine Miaskowski
- School of Nursing, University of California San Francisco
- School of Medicine, University of California San Francisco
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14
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Wright F, Cooper BA, Paul SM, Hammer MJ, Conley YP, Levine JD, Miaskowski C, Kober KM. Distinct Profiles of Morning and Evening Fatigue Co-Occurrence in Patients During Chemotherapy. Nurs Res 2023; 72:259-271. [PMID: 37084242 PMCID: PMC10330127 DOI: 10.1097/nnr.0000000000000661] [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: 04/22/2023]
Abstract
BACKGROUND Morning and evening fatigue are distinct and distressing symptoms experienced during chemotherapy that demonstrate a large amount of interindividual variability. OBJECTIVES The objectives of this study were to identify subgroups of patients with distinct morning and evening fatigue co-occurrence profiles and evaluate for differences among these subgroups in demographic, clinical, and symptom characteristics and quality of life. METHODS Oncology patients ( n = 1,334) completed the Lee Fatigue Scale to self-report morning and evening fatigue, six times over two cycles of chemotherapy. Latent profile analysis was used to identify subgroups of patients with distinct morning and evening physical fatigue profiles. RESULTS Four distinct morning and evening fatigue profiles were identified (i.e., Both Low, Low Morning + Moderate Evening, Both Moderate, and Both High). Compared to the Both Low profile, the Both High profile was significantly younger, less likely to be married or partnered, more likely to live alone, had a higher comorbidity burden, and lower functional status. The Both High profile had higher levels of anxiety, depressive symptoms, sleep disturbance, and pain and lower levels of quality of life. DISCUSSION The variability in the morning and evening severity scores among the four profiles supports the hypothesis that morning and evening fatigue are distinct but related symptoms. Clinically meaningful levels of both morning and evening fatigue were reported by 50.4% of our sample, which suggests that the co-occurrence of these two symptoms is relatively common. Patients in Both Moderate and Both High profiles experienced an extremely high symptom burden that warrants ongoing assessments and aggressive symptom management interventions.
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Affiliation(s)
- Fay Wright
- Rory Meyers College of Nursing, New York University, New York, NY
| | - Bruce A. Cooper
- School of Nursing, University of California, San Francisco, CA
| | - Steven M. Paul
- School of Nursing, University of California, San Francisco, CA
| | | | | | - Jon D. Levine
- School of Medicine, University of California, San Francisco, CA
| | - Christine Miaskowski
- School of Nursing, University of California, San Francisco, CA
- School of Medicine, University of California, San Francisco, CA
| | - Kord M. Kober
- School of Nursing, University of California, San Francisco, CA
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15
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Shin J, Oppegaard K, Calvo-Schimmel A, Harris C, Cooper BA, Paul SM, Conley YP, Hammer MJ, Cartwright F, Kober KM, Levine JD, Miaskowski C. Distinct Worst Pain Profiles in Oncology Outpatients Undergoing Chemotherapy. Cancer Nurs 2023; 46:176-188. [PMID: 35439202 PMCID: PMC9554042 DOI: 10.1097/ncc.0000000000001095] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND While pain is a significant problem for oncology patients, little is known about interindividual variability in pain characteristics. OBJECTIVE The aims of this study were to identify subgroups of patients with distinct worst pain severity profiles and evaluate for differences among these subgroups in demographic, clinical, and pain characteristics and stress and symptom scores. METHODS Patients (n = 934) completed questionnaires 6 times over 2 chemotherapy cycles. Worst pain intensity was assessed using a 0- to 10-point numeric rating scale. Brief Pain Inventory was used to assess various pain characteristics. Latent profile analysis was used to identify subgroups of patients with distinct pain profiles. RESULTS Three worst pain profiles were identified (low [17.5%], moderate [39.9%], severe [42.6%]). Compared with the other 2 classes, severe class was more likely to be single and unemployed and had a lower annual household income, a higher body mass index, a higher level of comorbidity, and a poorer functional status. Severe class was more likely to have both cancer and noncancer pain, a higher number of pain locations, higher frequency and duration of pain, worse pain quality scores, and higher pain interference scores. Compared with the other 2 classes, severe class reported lower satisfaction with pain management and higher global, disease-specific, and cumulative life stress, as well as higher anxiety, depression, fatigue, sleep disturbance, and cognitive dysfunction scores. CONCLUSIONS Unrelieved pain is a significant problem for more than 80% of outpatients. IMPLICATIONS FOR PRACTICE Clinicians need to perform comprehensive pain assessments; prescribe pharmacologic and nonpharmacologic interventions; and initiate referrals for pain management and psychological services.
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Affiliation(s)
- Joosun Shin
- Author Affiliations: School of Nursing, University of California, San Francisco (Mss Shin, Oppegaard, and Harris and Drs Calvo-Schimmel, Cooper, Paul, Kober, and Miaskowski); School of Nursing, University of Pittsburgh, Pennsylvania (Dr Conley); Dana Farber Cancer Institute, Boston, Massachusetts (Dr Hammer); Mount Sinai Medical Center, New York (Dr Cartwright); and School of Medicine, University of California, San Francisco (Drs Levine and Miaskowski)
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16
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Shin J, Kober KM, Wong ML, Yates P, Cooper BA, Paul SM, Hammer M, Conley Y, Levine JD, Miaskowski C. Distinct Shortness of Breath Profiles in Oncology Outpatients Undergoing Chemotherapy. J Pain Symptom Manage 2023; 65:242-255. [PMID: 36423799 PMCID: PMC11195533 DOI: 10.1016/j.jpainsymman.2022.11.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 10/03/2022] [Accepted: 11/15/2022] [Indexed: 11/23/2022]
Abstract
CONTEXT Shortness of breath is a distressing symptom that occurs in 10% to 70% of oncology patients. Despite this broad range in its occurrence, little is known about inter-individual variability in shortness of breath and associated risk factors among patients receiving chemotherapy. OBJECTIVES Identify subgroups of patients with distinct shortness of breath profiles; evaluate for differences among these subgroups in demographic and clinical characteristics; evaluate for differences among symptom dimensions of shortness of breath, and evaluate for differences in quality of life outcomes. METHODS Outpatients (n=1338) completed questionnaires six times over two chemotherapy cycles. Occurrence of shortness of breath was assessed using the Memorial Symptom Assessment Scale. Latent class analysis was used to identify subgroups of patients with distinct shortness of breath profiles. RESULTS Four distinct shortness of breath profiles were identified (None [70.5%], Decreasing [8.2%], Increasing [7.8%], High [13.5%]). Risk factors for membership in High class included: history of smoking, self-reported diagnosis of lung disease, having lung cancer, and receipt of a higher number of cancer treatments. Compared to the None class, High class reported poorer physical, psychological, and social functioning. CONCLUSIONS Almost 14% of patients with heterogeneous types of cancer receiving chemotherapy had persistently high occurrence rates of shortness of breath for almost two months. In addition, compared to the Decreasing and Increasing classes, the High class' episodes of shortness of breath were more frequent and more severe. Clinicians need to assess all oncology patients for shortness of breath and provide targeted interventions.
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Affiliation(s)
- Joosun Shin
- School of Nursing (J.S., K.M.K., B.A.C., S.M.P., C.M.), University of California, San Francisco, California, USA
| | - Kord M Kober
- School of Nursing (J.S., K.M.K., B.A.C., S.M.P., C.M.), University of California, San Francisco, California, USA
| | - Melisa L Wong
- School of Medicine (M.L.W., J.D.L., C.M.), University of California, San Francisco, California, USA
| | - Patsy Yates
- Cancer & Palliative Outcomes Centre, Centre for Health Transformation, Faculty of Health (P.Y.), Queensland University of Technology, Brisbane, Queensland, Australia
| | - Bruce A Cooper
- School of Nursing (J.S., K.M.K., B.A.C., S.M.P., C.M.), University of California, San Francisco, California, USA
| | - Steven M Paul
- School of Nursing (J.S., K.M.K., B.A.C., S.M.P., C.M.), University of California, San Francisco, California, USA
| | - Marilyn Hammer
- Dana Farber Cancer Institute (M.H.), Boston, Massachusetts, USA
| | - Yvette Conley
- School of Nursing (Y.C.), University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Jon D Levine
- School of Medicine (M.L.W., J.D.L., C.M.), University of California, San Francisco, California, USA
| | - Christine Miaskowski
- School of Nursing (J.S., K.M.K., B.A.C., S.M.P., C.M.), University of California, San Francisco, California, USA; School of Medicine (M.L.W., J.D.L., C.M.), University of California, San Francisco, California, USA.
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17
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Mathew A, Lockwood MB, Steffen AD, Jiwan Tirkey A, Pavamani S, Patil CL, Doorenbos AZ. Distinct Dysphagia Profiles in Patients With Oral Cancer After Surgery. Oncol Nurs Forum 2023; 50:201-214. [PMID: 37677804 PMCID: PMC10900126 DOI: 10.1188/23.onf.201-214] [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: 09/09/2023]
Abstract
OBJECTIVES To determine distinct profiles based on symptom severity in patients undergoing surgery for oral cancer and examine whether these profiles differ by participant characteristics. SAMPLE & SETTING 300 patients who underwent surgery for oral cancer at two outpatient clinics between June and December 2021. METHODS & VARIABLES Symptoms were assessed using the MD Anderson Symptom Inventory-Head and Neck Cancer Module. Sociodemographic and clinical characteristics were collected. Latent profile analysis was performed. RESULTS Five distinct dysphagia profiles were identified, which qualitatively differed regarding co-occurrence patterns of dysphagia, mucus-related symptoms, speech disturbances, and psychoneurologic symptoms. Significant differences were reported in interference to function, number of co-occurring symptoms, time since diagnosis and treatment completion, use of symptom management medications, oral cancer stage and site, and treatment completed. IMPLICATIONS FOR NURSING Identifying distinct dysphagia profiles can improve patient outcomes and help in planning specific nursing interventions to influence nutritional and functional status in oral cancer survivors. Dysphagia and dry mouth can persist beyond one year post-treatment, so follow-up dysphagia assessments are needed.
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18
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Shin H, Dudley WN, Bhakta N, Horan MR, Wang Z, Bartlett TR, Srivastava D, Yasui Y, Baker JN, Robison LL, Ness KK, Krull KR, Hudson MM, Huang IC. Associations of Symptom Clusters and Health Outcomes in Adult Survivors of Childhood Cancer: A Report From the St Jude Lifetime Cohort Study. J Clin Oncol 2023; 41:497-507. [PMID: 36166720 PMCID: PMC9870227 DOI: 10.1200/jco.22.00361] [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] [Received: 02/13/2022] [Revised: 08/04/2022] [Accepted: 08/15/2022] [Indexed: 01/26/2023] Open
Abstract
PURPOSE To identify symptom clusters among adult survivors of childhood cancers and test associations with health-related quality of life (HRQOL) and physical and neurocognitive performance. METHODS This cross-sectional study included 3,085 survivors (mean age at evaluation 31.9 ± 8.3 years; mean years from diagnosis 28.1 ± 9.1) participating in the St Jude Lifetime Cohort Study. Survivors self-reported the presence of 37 symptoms capturing 10 domains (cardiac, pulmonary, sensory, motor/movement, nausea, pain, fatigue, memory, anxiety, and depression). The Short Form-36's Physical/Mental Component Summaries assessed HRQOL; the Physical Performance Test evaluated physical performance; and neurocognitive batteries tested attention, processing/psychomotor speed, memory, and executive function. Latent class analysis identified subgroups of survivors experiencing different patterns of symptom burden (ie, symptom clusters). Multivariable regression models identified risk of cluster membership and tested associations with health outcomes. RESULTS Four symptom clusters were identified including cluster 1 (prevalence 52.4%; low physical, somatization, and psychologic domains), cluster 2 (16.1%; low physical, moderate somatic, and high psychologic domains), cluster 3 (17.6%; high physical, moderate somatic, and low psychologic domains), and cluster 4 (13.9%; high in all three domains). Compared with cluster 1, survivors in cluster 4 were more likely to have less than high school education (odds ratio [OR], 7.71; 95% CI, 4.46 to 13.31), no insurance (OR, 1.49; 95% CI, 1.04 to 2.13), and exposure to corticosteroids (OR, 1.76; 95% CI, 1.02 to 3.03); survivors in cluster 3 were more likely to have received platinum agents (OR, 2.22; 95% CI, 1.34 to 3.68) and brain radiation ≥ 30 Gy (OR, 3.99; 95% CI, 2.33 to 6.86). Survivors in cluster 4 reported the poorest Physical Component Summary/Mental Component Summary scores (31.0/26.7) and physical and neurocognitive performance versus survivors in the other clusters (P < .001). CONCLUSION Nearly 50% of survivors had moderate to high multisymptom burden, which was associated with sociodemographic, treatment factors, HRQOL, and functional outcomes.
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Affiliation(s)
- Hyewon Shin
- College of Nursing, Ewha Womans University, Seoul, South Korea
| | - William N. Dudley
- Department of Public Health Education, University of North Carolina Greensboro, Greensboro, NC
| | - Nickhill Bhakta
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Madeline R. Horan
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Zhaoming Wang
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | | | - Deokumar Srivastava
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Justin N. Baker
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Leslie L. Robison
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Kirsten K. Ness
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Kevin R. Krull
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
- Department of Psychology, St Jude Children's Research Hospital, Memphis, TN
| | - Melissa M. Hudson
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - I-Chan Huang
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
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19
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Suskin JA, Paul S, Stuckey AR, Conley YP, Hammer MJ, Miaskowski C, Dunn LB. Anxiety trajectories: An observational study of women undergoing chemotherapy for breast or gynecological cancer. Eur J Oncol Nurs 2022; 61:102227. [DOI: 10.1016/j.ejon.2022.102227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 10/09/2022] [Indexed: 11/17/2022]
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20
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Dreisbach C, Grayson S, Leggio K, Conway A, Koleck T. Predictors of Unrelieved Symptoms in All of Us Research Program Participants With Chronic Conditions. J Pain Symptom Manage 2022; 64:555-566. [PMID: 36096320 PMCID: PMC10291890 DOI: 10.1016/j.jpainsymman.2022.08.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 08/18/2022] [Accepted: 08/24/2022] [Indexed: 01/04/2023]
Abstract
CONTEXT Over half of American adults are diagnosed with a chronic condition, with an increasing prevalence being diagnosed with multiple chronic conditions. These adults are at higher risk for having unrelieved, co-occurring symptoms, known as symptom clusters. OBJECTIVES To identify symptom phenotypes of patients diagnosed with four common chronic conditions, specifically, cancer, chronic obstructive pulmonary disease, heart failure, and/or type 2 diabetes mellitus, and to understand factors that predict membership in symptomatic phenotypes. METHODS We conducted a retrospective, cross-sectional analysis using participant responses (N=14,127) to All of Us Research Program, a National Institutes of Health biomedical database, survey questions. We performed hierarchical clustering to generate symptom phenotypes of fatigue, emotional distress, and pain and used multinomial regression to determine if demographic, healthcare access and utilization, and health-related variables predict symptom phenotype. RESULTS Four phenotypes, one asymptomatic or mildly symptomatic and three highly symptomatic (characterized by severe symptoms, severe pain, and severe emotional distress), were identified. The percentage of participants belonging to the severe symptoms phenotype increased with the number of chronic conditions. Most notably, foregoing or delaying medical care and rating mental health as poor or fair increased the odds of belonging to a highly symptomatic phenotype. CONCLUSION We found meaningful relationships between demographic, healthcare access and utilization, and health-related factors and symptom phenotypes. With the increasing trends of American adults with one or more chronic conditions and a demand to individualize care in the precision health era, it is critical to understand the factors that lead to unrelieved symptoms.
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Affiliation(s)
- Caitlin Dreisbach
- Data Science Institute, Columbia University (C.D.), New York, New York, USA; School of Nursing, University of Rochester (C.D.), Rochester, New York, USA
| | - Susan Grayson
- School of Nursing, University of Pittsburgh (S.G., A.C., T.K.), Pittsburgh, Pennsylvania, USA
| | - Katelyn Leggio
- School of Nursing, University of Texas at Austin (K.L.), Austin, Texas, USA
| | - Alex Conway
- School of Nursing, University of Pittsburgh (S.G., A.C., T.K.), Pittsburgh, Pennsylvania, USA
| | - Theresa Koleck
- School of Nursing, University of Pittsburgh (S.G., A.C., T.K.), Pittsburgh, Pennsylvania, USA.
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21
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Hansen L, Chang MF, Hiatt S, Dieckmann NF, Mitra A, Lyons KS, Lee CS. Symptom Classes in Decompensated Liver Disease. Clin Gastroenterol Hepatol 2022; 20:2551-2557.e1. [PMID: 34813941 PMCID: PMC9120261 DOI: 10.1016/j.cgh.2021.11.023] [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: 02/18/2021] [Revised: 09/26/2021] [Accepted: 11/10/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Patients with decompensated liver disease have been categorized by disease severity. This analysis sought to classify patients with end-stage liver disease based on symptoms rather than disease state and to identify distinct severity classes of physical and psychological symptoms. METHODS Patients with a model for end-stage liver disease-sodium score of 15 or higher were recruited from liver clinics in 2 health care organizations. They completed the Condensed Memorial Symptom Assessment Scale, Revised Ways of Coping Checklist, Patient Health Questionnaire, Life Orientation Test-Revised, and the Short-Form Health Survey. Cross-sectional data were analyzed using latent class mixture modeling. RESULTS The sample (N = 191; age, 56.6 ± 11.1 y; 33.5% ETOH; 28.3% nonalcoholic fatty liver disease; 13.1% autoimmune/primary biliary cholangitis/primary sclerosing cholangitis) was predominantly male (64.2%), Child-Turcotte-Pugh class C (49.5%), with an average model for end-stage liver disease-sodium score of 18.7 ± 4.9. Three distinct classes of symptoms were identified, as follows: mild (26.7%), moderate (41.4%), or severe (31.9%) symptoms. Symptom classes were independent of disease severity and demographic characteristics, except age. All Condensed Memorial Symptom Assessment Scale symptoms and Patient Health Questionnaire scores were significantly different across the 3 classes (P < .05). The symptom classes also differed significantly in physical and mental quality of life, optimism, and avoidance coping behaviors (all P < .001). CONCLUSIONS Patient-reported symptom severity occurred independent of disease severity, contrary to common assumptions. Focusing on the moderate and severe symptom classes as well as patient history of end-stage liver disease complications may enhance providers' ability to improve symptom management for this population.
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Affiliation(s)
- Lissi Hansen
- School of Nursing, Oregon Health and Science University, Portland, Oregon.
| | - Michael F Chang
- Gastroenterology and Hepatology, VA Portland Health Care System, Portland, Oregon
| | - Shirin Hiatt
- School of Nursing, Oregon Health and Science University, Portland, Oregon
| | - Nathan F Dieckmann
- School of Nursing, Oregon Health and Science University, Portland, Oregon
| | - Arnab Mitra
- Division of Gastroenterology and Hepatology, Oregon Health and Science University, Portland, Oregon
| | - Karen S Lyons
- William F. Connell School of Nursing, Boston College, Boston, Massachusetts
| | - Christopher S Lee
- William F. Connell School of Nursing, Boston College, Boston, Massachusetts
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22
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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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23
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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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24
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Oppegaard K, Shin J, Harris CS, Schimmel A, Paul SM, Cooper BA, Levine JD, Conley YP, Hammer M, Dunn L, Kober KM, Miaskowski C. Higher stress and symptom severity are associated with worse depressive symptom profiles in patients receiving chemotherapy. Eur J Oncol Nurs 2022; 58:102031. [PMID: 35397404 PMCID: PMC10788966 DOI: 10.1016/j.ejon.2021.102031] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 09/02/2021] [Indexed: 11/30/2022]
Abstract
PURPOSE In a sample of oncology patients, identify subgroups of patients with distinct depressive symptom profiles and evaluate for differences in demographic and clinical characteristics, levels of stress and resilience, and the severity of common co-occurring symptoms. METHODS Patients (n = 1327) had a diagnosis of breast, gastrointestinal, gynecological, or lung cancer; had received chemotherapy within the preceding four weeks; and were scheduled to receive at least two additional cycles of chemotherapy. Demographic and clinical characteristics, stress, resilience, and co-occurring symptoms were evaluated at enrollment. Depressive symptoms were evaluated using the Center for Epidemiological Studies-Depression (CES-D) scale a total of six times over two cycles of chemotherapy. Latent profile analysis (LPA) was used to identify subgroups of patients (i.e., latent classes) with distinct depressive symptom profiles using the six CES-D scores. RESULTS Based on the findings from the LPA, 47.3% of the patients were classified as "None"; 33.6% as "Subsyndromal"; 13.8% as "Moderate"; and 5.3% as "High". Compared to None class, patients in the Subsyndromal, Moderate, and High classes had a lower functional status, a higher comorbidity burden, and a self-reported diagnosis of depression or back pain. Those patients with higher levels of depressive symptoms reported higher levels of stress, lower levels of resilience, and increased severity of co-occurring symptoms. CONCLUSIONS Inter-individual variability in depressive symptoms was associated with demographic and clinical characteristics, multiple types of stress and levels of resilience, as well as with the increased severity of multiple co-occurring symptoms. The risk factors associated with worse depressive symptom profiles can assist clinicians to identify high risk patients and initiate more timely supportive care interventions.
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Affiliation(s)
- Kate Oppegaard
- School of Nursing, University of California, San Francisco, CA, USA
| | - Joosun Shin
- School of Nursing, University of California, San Francisco, CA, USA
| | - Carolyn S Harris
- School of Nursing, University of California, San Francisco, CA, USA
| | | | - Steven M Paul
- School of Nursing, University of California, San Francisco, CA, USA
| | - Bruce A Cooper
- School of Nursing, University of California, San Francisco, CA, USA
| | - Jon D Levine
- School of Medicine, University of California, San Francisco, CA, USA
| | - Yvette P Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Laura Dunn
- School of Medicine, Stanford University, Stanford, CA, USA
| | - Kord M Kober
- School of Nursing, University of California, San Francisco, CA, USA
| | - Christine Miaskowski
- School of Nursing, University of California, San Francisco, CA, USA; School of Medicine, University of California, San Francisco, CA, USA.
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25
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Calvo-Schimmel A, Paul SM, Cooper BA, Harris C, Shin J, Oppegaard K, Hammer MJ, Dunn LB, Conley YP, Kober KM, Levine JD, Miaskowski C. Oncology oOutpatients with wWorse dDepression and sSleep dDisturbance pProfiles aAre at iIncreased rRisk for a hHigher sSymptom bBurden and pPoorer qQuality of lLife oOutcomes. Sleep Med 2022; 95:91-104. [DOI: 10.1016/j.sleep.2022.04.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 04/20/2022] [Accepted: 04/26/2022] [Indexed: 11/28/2022]
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26
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Harris CS, Kober KM, Conley YP, Dhruva AA, Hammer M, Miaskowski CA. Symptom clusters in patients receiving chemotherapy: A systematic review. BMJ Support Palliat Care 2022; 12:10-21. [PMID: 34921000 PMCID: PMC8857036 DOI: 10.1136/bmjspcare-2021-003325] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Accepted: 11/22/2021] [Indexed: 11/03/2022]
Abstract
BACKGROUND AND PURPOSE Since 2001, symptom cluster research has grown considerably. However, because multiple methodological considerations remain, ongoing synthesis of the literature is needed to identify gaps in this area of symptom science. This systematic review evaluated the progress in symptom clusters research in adults receiving primary or adjuvant chemotherapy since 2016. METHODS Eligible studies were published in English between 1 January 2017 and 17 May 2021; evaluated for and identified symptom clusters 'de novo;' and included only adults being treated with primary or adjuvant chemotherapy. Studies were excluded if patients had advanced cancer or were receiving palliative chemotherapy; symptoms were measured after treatment; symptom clusters were pre-specified or a patient-centred analytic approach was used. For each study, symptom instrument(s); statistical methods and symptom dimension(s) used to create the clusters; whether symptoms were allowed to load on more than one factor; method used to assess for stability of symptom clusters and associations with secondary outcomes and biomarkers were extracted. RESULTS Twenty-three studies were included. Memorial Symptom Assessment Scale was the most common instrument and exploratory factor analysis was the most common statistical method used to identify symptom clusters. Psychological, gastrointestinal, and nutritional clusters were the most commonly identified clusters. Only the psychological cluster remained relatively stable over time. Only five studies evaluated for secondary outcomes. DISCUSSION While symptom cluster research has evolved, clear criteria to evaluate the stability of symptom clusters and standardised nomenclature for naming clusters are needed. Additional research is needed to evaluate the biological mechanism(s) for symptom clusters. PROSPERO REGISTRATION NUMBER CRD42021240216.
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Affiliation(s)
| | - Kord M. Kober
- School of Nursing, University of California, San Francisco, CA, USA
| | - Yvette P. Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Anand A. Dhruva
- School of Medicine, University of California, San Francisco, CA, USA
| | | | - Christine A. Miaskowski
- School of Nursing, University of California, San Francisco, CA, USA,School of Medicine, University of California, San Francisco, CA, USA
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27
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Schulze JB, Günther MP, Riemenschnitter C, Wicki A, von Känel R, Euler S. Distinct psycho-oncological support inclinations and needs in patients with cancer: A large sample latent class analysis approach. Gen Hosp Psychiatry 2022; 75:17-22. [PMID: 35093622 DOI: 10.1016/j.genhosppsych.2021.12.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 12/22/2021] [Accepted: 12/23/2021] [Indexed: 11/04/2022]
Abstract
BACKGROUND In patients with cancer, the routine recording of distress symptoms has been widely established in recent years. Psycho-oncological support has proven to reduce distress and increase quality of life. Despite high levels of distress as well as physical and emotional challenges in patients with cancer, a significant proportion forgoes psycho-oncological services. METHODS A cross-sectional retrospective evaluation was carried out. Latent class analysis was used to examine the relationship between distress, physical and emotional challenges, and desire for psycho-oncological services in 2191 patients with cancer. RESULTS Latent class analysis revealed four homogeneous subgroups: a) patients with high distress, high physical and low emotional challenges and no desire for psycho-oncology, b) patients with high distress, low physical and high emotional challenges and no desire for psycho-oncology, c) patients with high distress, high physical and emotional challenges and a desire for psycho-oncology, d) patients with low distress, low physical and emotional challenges and no desire for psycho-oncology. CONCLUSION The identification of these subgroups of patients with cancer is useful for health care providers in order to focus their efforts in patients with cancer. It might contribute to a more tailored treatment offer for specific subgroups whose needs have so far been insufficiently met.
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Affiliation(s)
- Jan Ben Schulze
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
| | - Moritz Philipp Günther
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Cosima Riemenschnitter
- Department of Otolaryngology, Head and Neck Surgery, University Hospital of Zurich, University of Zurich, Zurich, Switzerland
| | - Andreas Wicki
- Department of Medical Oncology and Hematology, University Hospital of Zurich, University of Zurich, Zurich, Switzerland
| | - Roland von Känel
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Sebastian Euler
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, Zurich, Switzerland
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28
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Omari M, Zarrouq B, Amaadour L, Benbrahim Z, El Asri A, Mellas N, El Rhazi K, Ragala MEA, Halim K. Psychological Distress, Coping Strategies, and Quality of Life in Breast Cancer Patients Under Neoadjuvant Therapy: Protocol of a Systematic Review. Cancer Control 2022; 29:10732748221074735. [PMID: 35191730 PMCID: PMC8874168 DOI: 10.1177/10732748221074735] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Introduction Women with breast cancer eligible for neoadjuvant therapy (NAT) present a disorder of biopsychosocial variables and alteration of their quality of life. They cope with this changing by adopting psychological adjustment strategies, either passive or active. This systematic review aims to investigate the psychological distress, coping strategies, and quality of life in breast cancer patients under neoadjuvant therapy. Methods Cochrane Library, PubMed, ScienceDirect, Scopus, Web of Science, and Wiley Online library represent the databases that were searched to identify relevant published articles until September 27, 2021. Full-text published articles, written in English and assessing the main outcomes (namely: psychological distress, coping strategies, and quality of life) in women with breast cancer under NAT will be included. Also, we will integrate papers dealing with the related bio psychosocial variables to the main variables. The paper selection, data extraction, and quality assessment of selected studies will be performed independently by two researchers, and disagreements will be resolved through discussions. We will bring together the results of all of the included studies to draw conclusions based on the body of evidence. The narrative approach will be adopted to analyze the results and conclusions extracted and we would perform quantitative groupings if we have similar data. Ethics and dissemination Ethical approval is not required as the proposed systematic review will not use primary data. The results of this review will be disseminated through publication in a peer-reviewed journal and conference presentation(s). PROSPERO registration number: CRD42021230300.
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Affiliation(s)
- Majid Omari
- Laboratory of Epidemiology and Research in Health Sciences, Faculty of Medicine and Pharmacy, 314397Sidi Mohammed Ben Abdallah University, Fez, Morocco.,Laboratory of Natural Substances, Pharmacology, Environment, Modeling, Health & Quality of Life, Faculty of Sciences Dhar El Mahraz, 243338Sidi Mohamed Ben Abdellah University, Fez, Morocco.,Department of nursing care and health techniques, oncology hospital107907, Hassan II University Hospital, Fez, Morocco
| | - Btissame Zarrouq
- Laboratory of Epidemiology and Research in Health Sciences, Faculty of Medicine and Pharmacy, 314397Sidi Mohammed Ben Abdallah University, Fez, Morocco.,Teacher's Training College (Ecole Normale Supérieure), Department of Biology and Geology, 107907Sidi Mohammed Ben Abdallah University, Fez, Morocco
| | - Lamiae Amaadour
- Department of Medical Oncology, 470521Hassan II University Hospital, Fez, Morocco
| | - Zineb Benbrahim
- Department of Medical Oncology, 470521Hassan II University Hospital, Fez, Morocco
| | - Achraf El Asri
- Laboratory of Epidemiology and Research in Health Sciences, Faculty of Medicine and Pharmacy, 314397Sidi Mohammed Ben Abdallah University, Fez, Morocco
| | - Nawfel Mellas
- Department of Medical Oncology, 470521Hassan II University Hospital, Fez, Morocco
| | - Karima El Rhazi
- Laboratory of Epidemiology and Research in Health Sciences, Faculty of Medicine and Pharmacy, 314397Sidi Mohammed Ben Abdallah University, Fez, Morocco
| | - Mohammed El Amine Ragala
- Laboratory of Natural Substances, Pharmacology, Environment, Modeling, Health & Quality of Life, Faculty of Sciences Dhar El Mahraz, 243338Sidi Mohamed Ben Abdellah University, Fez, Morocco.,Teacher's Training College (Ecole Normale Supérieure), Department of Biology and Geology, 107907Sidi Mohammed Ben Abdallah University, Fez, Morocco
| | - Karima Halim
- Laboratory of Natural Substances, Pharmacology, Environment, Modeling, Health & Quality of Life, Faculty of Sciences Dhar El Mahraz, 243338Sidi Mohamed Ben Abdellah University, Fez, Morocco.,Teachers Training College (Ecole Normale Superieure), Department of Human and Social Sciences - Education Sciences, 314397Sidi Mohamed Ben Abdellah University, Fez, Morocco
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29
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Miaskowski C, Paul SM, Harris CS, Shin J, Oppegaard K, Conley YP, Hammer M, Kober KM, Levine JD. Determination of Cutpoints for Symptom Burden in Oncology Patients Receiving Chemotherapy. J Pain Symptom Manage 2022; 63:42-51. [PMID: 34333099 PMCID: PMC10791137 DOI: 10.1016/j.jpainsymman.2021.07.018] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 07/15/2021] [Accepted: 07/21/2021] [Indexed: 11/17/2022]
Abstract
CONTEXT Cutpoints can be used as a threshold for screening symptom(s) that warrant intervention(s) and for monitoring patients' responses to these interventions. OBJECTIVES In a sample of oncology patients undergoing chemotherapy, study purposes were to determine the optimal cutpoints for low, moderate, and high symptom burden and determine if these cutpoints distinguished among the symptom groups in any demographic, clinical, and stress characteristics, as well as QOL outcomes. METHODS Total of 1329 patients completed a modified version of the Memorial Symptom Assessment Scale (38 symptoms). Using the methodology of Serlin and colleagues, cutpoints were created using symptom occurrence rates and cancer-specific quality of life (QOL) scores. Cutpoints were validated using measures of stress and resilience and a generic measure of QOL (i.e., Medical Outcomes Study Short Form 12 (SF-12)). RESULTS Of the 25 possible cutpoints evaluated, the optimal cutpoint, with the largest between category F statistic, was CP8,15 (Low = 0-8, Moderate = 9-15, High = 16-38 symptoms). Percentage of patients in the Low, Moderate, and High cutpoint groups were 25.3%, 36.3%, and 38.4%, respectively. Significant differences were found among the symptom burden groups in global, cancer-specific, and cumulative life stress (i.e., Low < Moderate < High) and resilience and SF-12 (i.e., Low > Moderate > High) scores. CONCLUSION Our findings provide evidence for clinically meaningful cutpoints that can be used to guide symptom assessment and management. These cutpoints may be used to establish alert thresholds for electronic monitoring of symptoms in oncology patients.
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Affiliation(s)
- Christine Miaskowski
- School of Nursing (C.M., S.M.P., C.S.H., J.S., K.O., K.M.K.), University of California, San Francisco, California, USA; School of Medicine (C.M., J.D.L.), University of California, San Francisco, California, USA.
| | - Steven M Paul
- School of Nursing (C.M., S.M.P., C.S.H., J.S., K.O., K.M.K.), University of California, San Francisco, California, USA
| | - Carolyn S Harris
- School of Nursing (C.M., S.M.P., C.S.H., J.S., K.O., K.M.K.), University of California, San Francisco, California, USA
| | - Joosun Shin
- School of Nursing (C.M., S.M.P., C.S.H., J.S., K.O., K.M.K.), University of California, San Francisco, California, USA
| | - Kate Oppegaard
- School of Nursing (C.M., S.M.P., C.S.H., J.S., K.O., K.M.K.), University of California, San Francisco, California, USA
| | - Yvette P Conley
- School of Nursing (Y.P.C.), University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Marilyn Hammer
- Dana Farber Cancer Institute (M.H.), Boston, Massachusetts, USA
| | - Kord M Kober
- School of Nursing (C.M., S.M.P., C.S.H., J.S., K.O., K.M.K.), University of California, San Francisco, California, USA
| | - Jon D Levine
- School of Medicine (C.M., J.D.L.), University of California, San Francisco, California, USA
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30
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Shin J, Harris C, Oppegaard K, Kober KM, Paul SM, Cooper BA, Hammer M, Conley Y, Levine JD, Miaskowski C. Worst Pain Severity Profiles of Oncology Patients Are Associated With Significant Stress and Multiple Co-Occurring Symptoms. THE JOURNAL OF PAIN 2022; 23:74-88. [PMID: 34298161 PMCID: PMC10788964 DOI: 10.1016/j.jpain.2021.07.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 06/27/2021] [Accepted: 07/07/2021] [Indexed: 12/27/2022]
Abstract
Little is known about the associations between pain, stress, and co-occurring symptoms in oncology patients. Purpose was to identify subgroups of patients with distinct worst pain profiles and evaluate for differences among the subgroups in demographic and clinical characteristics, as well as stress and symptom scores. Oncology outpatients (n = 1305) completed questionnaires prior to their second or third chemotherapy cycle. Worst pain intensity was assessed 6 times over 2 chemotherapy cycles using a 0 to 10 numeric rating scale. The 371 patients (28.4%) who had ≤1 occurrence of pain over the 6 assessments were classified as the None class. For the remaining 934 patients whose data were entered into the latent profile analysis, 3 distinct worst pain profiles were identified (ie Mild [12.5%], Moderate [28.6%], Severe [30.5%]). Compared to None class, Severe class had fewer years of education and a lower annual income; were less likely to be employed and married; less likely to exercise on a regular basis, had a higher comorbidity burden, and a worse functional status. Compared to None class, Severe class reported higher levels of general, disease-specific, and cumulative life stress and lower levels of resilience, as well as higher levels of depressive symptoms, anxiety, fatigue, sleep disturbance, and cognitive dysfunction. This study is the first to identify distinct worst pain profiles in a large sample of oncology patients receiving chemotherapy and associated risk factors. PERSPECTIVE: Unrelieved pain remains a significant problem for oncology patients receiving chemotherapy. High levels of stress and co-occurring symptoms contribute to a more severe pain profile in these patients.
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Affiliation(s)
- Joosun Shin
- School of Nursing, University of California, San Francisco, California
| | - Carolyn Harris
- School of Nursing, University of California, San Francisco, California
| | - Kate Oppegaard
- School of Nursing, University of California, San Francisco, California
| | - Kord M Kober
- School of Nursing, University of California, San Francisco, California
| | - Steven M Paul
- School of Nursing, University of California, San Francisco, California
| | - Bruce A Cooper
- School of Nursing, University of California, San Francisco, California
| | | | - Yvette Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Jon D Levine
- School of Medicine, University of California, San Francisco, California
| | - Christine Miaskowski
- School of Nursing, University of California, San Francisco, California; School of Medicine, University of California, San Francisco, California.
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Fadoir NA, Marie L, Basu N, Schuler K, Granato S, Smith PN. Exploring interpersonal theory of suicide typologies in patients with cancer: A latent profile analysis. DEATH STUDIES 2021; 47:1-10. [PMID: 34971345 DOI: 10.1080/07481187.2021.2021567] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
The current study examined patterns of endorsement of Interpersonal Theory of Suicide constructs in a group of patients with cancer (N = 133) via Latent Profile Analysis. Four profiles were identified: (1) Interpersonally Distressed (n = 7; 5.2%), (2) Burdened (n = 11; 8.3%), (3) Fearless About Death (n = 40; 30.1%), (4) Non-Distressed (n = 75; 56.4%). Profiles with higher levels of thwarted belongingness, perceived burdensomeness, and hopelessness were associated with greater suicide ideation. Results also suggest there may be characteristics of patients with cancer that require unique consideration about the potential meaning and relevance of such constructs.
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Affiliation(s)
- Nicholas A Fadoir
- Department of Psychology, University of South Alabama, Mobile, Alabama, USA
| | - Laura Marie
- Department of Psychology, University of South Alabama, Mobile, Alabama, USA
| | - Natasha Basu
- Department of Psychology, University of South Alabama, Mobile, Alabama, USA
| | - Kaitlyn Schuler
- Department of Psychology, University of South Alabama, Mobile, Alabama, USA
| | - Stephani Granato
- Oklahoma City VA Health Care System, Oklahoma City, Oklahoma, USA
| | - Phillip N Smith
- Department of Psychology, University of South Alabama, Mobile, Alabama, USA
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Oppegaard K, Harris CS, Shin J, Paul SM, Cooper BA, Levine JD, Conley YP, Hammer M, Cartwright F, Wright F, Dunn L, Kober KM, Miaskowski C. Anxiety profiles are associated with stress, resilience and symptom severity in outpatients receiving chemotherapy. Support Care Cancer 2021; 29:7825-7836. [PMID: 34176016 PMCID: PMC10788963 DOI: 10.1007/s00520-021-06372-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 06/17/2021] [Indexed: 10/21/2022]
Abstract
PURPOSE The purposes of this study, in a sample of oncology patients (n = 1326) receiving chemotherapy, were to identify subgroups of patients with distinct anxiety profiles and evaluate for differences in demographic and clinical characteristics, stress and resilience measures, and severity of co-occurring symptoms (i.e., depression, sleep disturbance, attentional function, fatigue, pain). METHODS Patients completed self-report questionnaires a total of six times over two cycles of chemotherapy. Severity of state anxiety was evaluated using the Spielberger State Anxiety Inventory and resilience was assessed using the Connor-Davidson Resilience Scale. Symptoms were assessed using the Center for Epidemiologic Studies Depression Scale, General Sleep Disturbance Scale, Lee Fatigue Scale, Attentional Function Index and Brief Pain Inventory. RESULTS Based on the findings from the latent profile analysis that utilized the six assessments of state anxiety, 47.7% of the patients were classified as "Low," 28.3% as "Moderate," 19.5% as "High," and 4.5.% as "Very High." Anxiety levels remained relatively stable across the six timepoints. Compared to the Low class, membership in the Moderate, High, and Very High classes was associated with a number of characteristics (e.g., younger age, female gender, lower functional status, more comorbidities). Those patients with higher levels of anxiety reported higher levels of stress, lower levels of resilience, and increased severity of co-occurring symptoms. CONCLUSION Our findings suggest that a substantial number of oncology patients may warrant referral to psychological services. Clinicians need to perform systematic assessments of anxiety, stress, and common symptoms and initiate appropriate interventions to enhance resilience and coping.
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Affiliation(s)
- Kate Oppegaard
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA
| | - Carolyn S Harris
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA
| | - Joosun Shin
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA
| | - Steven M Paul
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA
| | - Bruce A Cooper
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA
| | - Jon D Levine
- School of Medicine, University of California, 675 Nelson Rising Lane, San Francisco, CA, 94158, USA
- School of Dentistry, University of California, 513 Parnassus Ave, MSB, San Francisco, CA, 94117, USA
| | - Yvette P Conley
- School of Nursing, University of Pittsburgh, 440 Victoria Building, 3500 Victoria Street, Pittsburgh, PA, 15261, USA
| | - Marilyn Hammer
- Dana-Farber Cancer Institute, 450 Brookline Avenue, LW523, Boston, MA, 02215, USA
| | - Frances Cartwright
- Department of Nursing, Mount Sinai Medical Center, One Gustave L. Levy Place, Box 1068, New York, NY, 10029, USA
| | - Fay Wright
- Rory Meyers College of Nursing, New York University, 433 1st Avenue, Room 740, New York, NY, 10010, USA
| | - Laura Dunn
- School of Medicine, Stanford University, 401 Quarry Road, Stanford, CA, 94305, USA
| | - Kord M Kober
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA
| | - Christine Miaskowski
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA.
- School of Medicine, University of California, 675 Nelson Rising Lane, San Francisco, CA, 94158, USA.
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Potosky AL, Graves KD, Lin L, Pan W, Fall-Dickson JM, Ahn J, Ferguson KM, Keegan THM, Paddock LE, Wu XC, Cress R, Reeve BB. The prevalence and risk of symptom and function clusters in colorectal cancer survivors. J Cancer Surviv 2021; 16:1449-1460. [PMID: 34787775 DOI: 10.1007/s11764-021-01123-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 10/15/2021] [Indexed: 01/02/2023]
Abstract
PURPOSE Our purpose was to describe the prevalence and predictors of symptom and function clusters in a diverse cohort of colorectal cancer survivors. METHODS We used data from a cohort of 909 adult colorectal cancer survivors. Participants were surveyed at a median of 9 months after diagnosis to ascertain the co-occurrence of eight distinct symptom and functional domains. We used factor analysis to identify co-occurring domains and latent profile analysis (LPA) to identify subgroups of survivors with different symptom and function clusters. Multinomial logistic regression models were used to identify risk/protective factors. RESULTS Factor analysis demonstrated a single underlying factor structure that included all eight health domains with depression and anxiety highly correlated (r = 0.87). The LPA identified three symptom and function clusters, with 30% of survivors in the low health-related quality of life (HRQOL) profile having the highest symptom burden and lowest functioning. In multivariable models, survivors more likely to be in the low HRQOL profile included being non-White, female, those with a history of cardiac or mental health conditions, and chemotherapy recipients. Survivors less likely to be in the low HRQOL profile included those with older age, greater financial well-being, and more spirituality. CONCLUSION Nearly one-third of colorectal cancer survivors experienced a cluster of physical and psychosocial symptoms that co-occur with clinically relevant deficits in function. IMPLICATIONS FOR CANCER SURVIVORS Improving the identification of risk factors for having the highest symptom and lowest function profile can inform the development of clinical interventions to mitigate their adverse impact on cancer survivors' HRQOL.
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Affiliation(s)
- Arnold L Potosky
- Cancer Prevention and Control Program, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, 2115 Wisconsin Ave NW, Suite 300, Washington, DC, 20007, USA.
| | - Kristi D Graves
- Cancer Prevention and Control Program, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, 2115 Wisconsin Ave NW, Suite 300, Washington, DC, 20007, USA
| | - Li Lin
- Department of Population Health Sciences, Center for Health Measurement, Duke University School of Medicine, Durham, NC, 27701, USA
| | - Wei Pan
- Department of Population Health Sciences, Duke University School of Nursing, Duke University School of Medicine, Durham, NC, 27701, USA
| | - Jane M Fall-Dickson
- Department of Professional Nursing Practice, School of Nursing & Health Studies, Georgetown University Medical Center, Washington, DC, 20057, USA
| | - Jaeil Ahn
- Department of Biostatistics, Bioinformatics and Biomathematics, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, 20057, USA
| | | | - Theresa H M Keegan
- Division of Hematology and Oncology, Department of Internal Medicine, University of California-Davis Comprehensive Cancer Center, Sacramento, CA, 95817, USA
| | - Lisa E Paddock
- Rutgers School of Public Health and Cancer Institute of New Jersey, New Brunswick, NJ, 08901, USA
| | - Xiao-Cheng Wu
- Sciences Center School of Public Health, Louisiana Tumor Registry, Louisiana State University Health, New Orleans, LA, 70112, USA
| | - Rosemary Cress
- Public Health Institute, Cancer Registry of Greater California, Sacramento, CA, USA
| | - Bryce B Reeve
- Department of Population Health Sciences, Center for Health Measurement, Duke University School of Medicine, Durham, NC, 27701, USA
- Duke Cancer Institute, Duke University School of Medicine, Durham, NC, 27710, USA
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Subgroups of patients undergoing chemotherapy with distinct cognitive fatigue and evening physical fatigue profiles. Support Care Cancer 2021; 29:7985-7998. [PMID: 34218321 DOI: 10.1007/s00520-021-06410-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Accepted: 06/28/2021] [Indexed: 10/20/2022]
Abstract
PURPOSE The purpose was to model cognitive fatigue and evening physical fatigue together to determine subgroups of patients with distinct cognitive fatigue AND evening physical fatigue profiles. Once these profiles were identified, differences among the subgroups in demographic and clinical characteristics, co-occurring symptoms, and quality of life outcomes were evaluated. METHODS Oncology patients (n = 1332) completed self-report measures of cognitive fatigue and evening physical fatigue, six times over two cycles of chemotherapy. Latent profile analysis, which combined the two symptom scores, was done to identify subgroups of patients with distinct cognitive fatigue AND evening physical fatigue profiles. RESULTS Three distinct profiles (i.e., Low [20.5%], Moderate [39.6%], and High [39.6%]) were identified. Compared to the Low class, patients in the High class were younger, female, and more likely to live alone and had a higher comorbidity burden and a lower functional status. In addition, these patients had a higher symptom burden and a poorer quality of life. CONCLUSION Based on clinically meaningful cutoff scores, 80% of the patients in this study had moderate to high levels of both cognitive fatigue and evening physical fatigue. In addition, these patients experienced high levels of other common symptoms (e.g., anxiety, depression, sleep disturbance, and pain). These co-occurring symptoms and other modifiable characteristics associated with membership in the Moderate and High classes may be potential targets for individualized symptom management interventions.
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Fukui J, Bantum E, Meister M, Lim S, Marumoto AD, Pagano I. A cross-sectional study of breast pain in a diverse population of breast cancer patients. JOURNAL OF PSYCHOSOCIAL ONCOLOGY RESEARCH AND PRACTICE 2021; 3:e055. [PMID: 34458852 PMCID: PMC8389166 DOI: 10.1097/or9.0000000000000055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
BACKGROUND Breast cancer is the most common cancer in women, and postoperative breast pain has been reported to be anywhere from 25% to 60%. However, there is sparse data regarding racial/ethnic differences in breast pain among breast cancer patients. METHODS We performed a cross-sectional anonymous survey of breast cancer patients from the Hawaii Cancer Consortium over a 6-week period between 2019 and 2020. The 237 breast cancer participants were ages 29 to 98, 74% Asian, and mainly from outpatient oncology clinics. We evaluated the prevalence of breast pain in a diverse group of breast cancer patients and characterized the pain using a modified short-form McGill pain questionnaire (sfMPQ). RESULTS Eighty-fourrespondents(35.4%) reported breast pain. On univariable analysis, we found significant racial/ethnic differences in the amount of breast pain, where Chinese and Japanese participants reported significantly less pain compared to White participants on a 10-point pain scale. We found differences in breast pain according to age and endocrine therapy use as well as survey location, however, no differences were seen according to chemotherapy, radiation, or breast surgery. Based on the sfMPQ, the most common descriptors of breast pain were sensory (throbbing, shooting, and stabbing) compared to affective (tiring-exhausting, sickening, fearful, and punishing-cruel) characteristics. Although they were described as mild and intermittent, in women with breast pain, 33.4% reported the breast pain affected their sleep, 16.7% their work, and 15.4% their sexual activity. CONCLUSIONS Breast pain is a significant problem in our breast cancer community. This survey assessment has informed our understanding of breast pain in our diverse population. In turn, we are developing culturally appropriate pain management strategies to treat this challenging symptom common in breast cancer survivors.
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Affiliation(s)
- Jami Fukui
- University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813, USA
| | - Erin Bantum
- University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813, USA
| | - Madison Meister
- University of Louisville 2310S. Third Street, Louisville, KY 40292, USA
| | - Shannon Lim
- University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813, USA
| | | | - Ian Pagano
- University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813, USA
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Chien TW, Lai CY, Huang SS, Tsai LY, Tsai MC, Tsay SL. Cancer pain and lower functional status predict poor trajectories of symptom and fatigue distress in patients with lung cancer. Eur J Cancer Care (Engl) 2021; 30:e13403. [PMID: 33484044 DOI: 10.1111/ecc.13403] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Revised: 10/05/2020] [Accepted: 12/23/2020] [Indexed: 12/12/2022]
Abstract
OBJECTIVE To identify distinct subgroups of patients newly diagnosed with lung cancer (LC) over time and to explore the predictors of distinct trajectories of symptom and fatigue distress in LC patients. METHODS A total of 120 patients newly diagnosed with LC were recruited in this longitudinal prospective study. Our survey investigated patients' symptoms in 6 months. Latent growth curve analysis (LGCA) was conducted to identify patients with distinct trajectories of symptom and fatigue distress. The characteristics of the patients among groups were compared for statistical differences by the chi-square test or ANOVA. RESULTS The results of LGCA revealed that the linear three-trajectory model had the best model fit for symptom and fatigue distress. Patients' symptom and fatigue distress improved with time, except for patients with increasing trajectories. Patients' trajectories of symptom and fatigue distress were affected by pain, lower functional status, total symptom score and depression. Moreover, patients with increasing trajectories of symptom and fatigue distress experienced more pain, physiological symptoms and depression from 1 to 6 months. CONCLUSIONS Pain and functional status were the major factors that deteriorated the recovery of trajectory in symptom distress and fatigue distress among patients with increasing trajectories.
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Affiliation(s)
- Tsui-Wei Chien
- National Taipei University of Nursing and Health Sciences, Taipei, Taiwan
| | - Chung-Yu Lai
- Surgery Department, Chung-Kang Branch, Cheng-Ching General Hospital, Taichung, Taiwan.,College of Nursing and Health Sciences, Da-Yeh University, Changhua, Taiwan
| | - Sheng-Shiung Huang
- College of Nursing and Health Sciences, Da-Yeh University, Changhua, Taiwan
| | - Li-Yun Tsai
- College of Nursing and Health Sciences, Da-Yeh University, Changhua, Taiwan
| | - Meng-Chuan Tsai
- Department of Sport and Health Management, Da-Yeh University, Changhua, Taiwan
| | - Shiow-Luan Tsay
- College of Nursing and Health Sciences, Da-Yeh University, Changhua, Taiwan
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Lin Y, Bailey DE, Docherty SL, Porter LS, Cooper BA, Paul SM, Kober KM, Hammer MJ, Wright F, Dunn LB, Conley YP, Levine JD, Miaskowski C. Distinct profiles of multiple co-occurring symptoms in patients with gastrointestinal cancers receiving chemotherapy. Support Care Cancer 2021; 29:4461-4471. [PMID: 33454824 DOI: 10.1007/s00520-020-05946-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Accepted: 12/10/2020] [Indexed: 12/30/2022]
Abstract
PURPOSE Identify subgroups of gastrointestinal (GI) cancer patients with distinct multiple co-occurring symptom profiles and evaluate for differences among these subgroups in demographic and clinical characteristics and quality of life (QOL) outcomes. METHODS Patients with GI cancers (n = 399) completed the Memorial Symptom Assessment Scale (MSAS) that was used to assess for multiple co-occurring symptoms. Latent class analysis (LCA) was used to identify subgroups of patients with distinct symptom profiles using symptom occurrence ratings. Differences in demographic and clinical characteristics and QOL outcomes among the subgroups were evaluated using parametric and nonparametric tests. RESULTS All Low (36.6%), Moderate (49.4%), and All High (14.0%) classes were identified. Compared to the All Low class, patients in the other two classes were significantly younger and were more likely to report depression and back pain. Compared to the other two classes, patients in the All High class had fewer years of education and a higher number of comorbidities. Significant differences were found among the three classes for comorbidity burden and total number of MSAS symptoms (i.e., All Low < Moderate < All High), as well as for performance status (i.e., All Low > Moderate > All High). A higher symptom burden was associated with poorer QOL outcomes. CONCLUSIONS The first study to identify subgroups of patients with GI cancers based on distinct symptom profiles. LCA allowed for the identification of risk factors associated with a higher symptom burden. Clinicians can use this information to identify high-risk patients and develop personalized symptom management interventions.
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Affiliation(s)
- Yufen Lin
- School of Nursing, Duke University, Durham, NC, USA
| | | | | | | | - Bruce A Cooper
- School of Nursing, University of California, San Francisco, CA, USA
| | - Steven M Paul
- School of Nursing, University of California, San Francisco, CA, USA
| | - Kord M Kober
- School of Nursing, University of California, San Francisco, CA, USA
| | | | - Fay Wright
- Rory Meyers College of Nursing, New York University, New York, NY, USA
| | - Laura B Dunn
- School of Medicine, Stanford University, Stanford, CA, USA
| | - Yvette P Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jon D Levine
- School of Medicine, University of California, San Francisco, CA, USA
| | - Christine Miaskowski
- School of Nursing, University of California, San Francisco, CA, USA.
- School of Medicine, University of California, San Francisco, CA, USA.
- Department of Physiological Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA.
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Lin Y, Docherty SL, Porter LS, Bailey DE. Symptom experience and self-management for multiple co-occurring symptoms in patients with gastric cancer: A qualitative study. Eur J Oncol Nurs 2020; 49:101860. [DOI: 10.1016/j.ejon.2020.101860] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 09/17/2020] [Accepted: 10/16/2020] [Indexed: 12/23/2022]
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Whisenant M, Wong B, Mitchell SA, Beck SL, Mooney K. Trajectories of Depressed Mood and Anxiety During Chemotherapy for Breast Cancer. Cancer Nurs 2020; 43:22-31. [PMID: 31805023 PMCID: PMC6901090 DOI: 10.1097/ncc.0000000000000670] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Women are at risk of mood disturbance during treatment for breast cancer. OBJECTIVE The aims of this study were to identify classes of women experiencing similar trajectories of depressed mood and anxiety while receiving chemotherapy for breast cancer and to determine associated antecedents and outcomes. The specific aims were to (1) determine the distinct trajectory classes associated with severity of depressed mood and anxiety reported by women undergoing cycles 2 and 3 of chemotherapy for breast cancer, (2) determine if class membership is associated with various antecedent variables, and (3) determine if class membership is associated with days of missed work and hours spent lying down. METHODS In a secondary analysis, classes were identified using Latent Growth Mixture Modeling. Antecedents and outcomes related to class membership were explored. RESULTS Participants (n = 166; mean age, 53 [SD, 10.8] years) were mostly white (91.46%); half had early-stage disease. Two trajectories of depressed mood and anxiety were identified. Receipt of doxorubicin was associated with the higher severity class for depressed mood (P < .01) and anxiety (P = .04). No college education (P = .03) or spending more hours lying down (P = .03) was associated with the higher severity class for anxiety. CONCLUSIONS Distinct trajectories of mood disturbance are distinguished by baseline severity. Further study is needed to determine if biologic or genomic factors are associated with class membership. IMPLICATIONS FOR PRACTICE Identification of women at risk of mood disturbance may allow clinicians to intensify symptom management. Mood disturbance early in the treatment trajectory warrants management to improve outcomes.
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Affiliation(s)
- Meagan Whisenant
- Author Affiliations: Division of Internal Medicine, Department of Symptom Research, The University of Texas MD Anderson Cancer Center, Houston (Dr Whisenant); College of Nursing (Drs Wong, Beck, and Mooney) and Huntsman Cancer Institute (Drs Beck and Mooney), University of Utah, Salt Lake City; and Outcomes Research Brant, National Cancer Institute, Rockville, Maryland (Dr Mitchell)
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Li N, Hou L, Li S. Distinct Subgroups of Patients With Lung Cancer Receiving Chemotherapy: A Latent Transition Analysis. Front Oncol 2020; 10:522407. [PMID: 33163391 PMCID: PMC7591394 DOI: 10.3389/fonc.2020.522407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2019] [Accepted: 08/14/2020] [Indexed: 11/13/2022] Open
Abstract
Objectives To identify subgroups of patients with lung cancer receiving chemotherapy based on the severity dimension of symptom experience, and to examine changes in membership between these subgroups over time. Methods Patients who were scheduled to receive chemotherapy completed the Chinese version of the MD Anderson Symptom Inventory and the revised lung cancer module with a total of 19 symptom items. Data were collected at three time points: two weeks before chemotherapy (T1), after chemotherapy cycle 1 (T2), and after chemotherapy cycle 3 or above (T3). The latent profile analysis and latent transition analysis were used to identify underlying subgroups and describe changes in subgroup membership over time. Results From the total sample (N = 195), 160 patients completed the symptom assessment at T1, T2, and T3. Two distinct latent symptom profiles of patients could be identified at T1, T2, and T3, which were classified as "Mild" and "Moderate-Severe" profiles. From T1 to T2 and T3, members in the Mild profile were more likely to move to the Moderate-Severe profile. Chemotherapy protocols, prior surgery treatment, and level of education can predict the transitions. Conclusion Results provide a better understanding of the patient's different symptom experiences and characteristics. These could help clinicians to anticipate symptom patterns and develop interventions in lung cancer patients who were scheduled to receive chemotherapy for the first time.
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Affiliation(s)
- Nannan Li
- School of Nursing, Shanghai Jiao Tong University, Shanghai, China
| | - Lili Hou
- Department of Nursing, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shu Li
- Department of Nursing, Shanghai Seventh People's Hospital, Shanghai, China
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Hong HC, Kim YM, Min A. Symptom clusters in childhood cancer survivors in Korea: A latent class analysis. Eur J Cancer Care (Engl) 2020; 29:e13322. [DOI: 10.1111/ecc.13322] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Revised: 04/24/2020] [Accepted: 08/07/2020] [Indexed: 01/05/2023]
Affiliation(s)
- Hye Chong Hong
- Chung‐Ang University Red Cross College of Nursing Seoul South Korea
| | - Young Man Kim
- College of Nursing, Research Institute of Nursing Science Jeonbuk National University Jeonju‐si Jeollabuk‐do South Korea
| | - Ari Min
- Chung‐Ang University Red Cross College of Nursing Seoul South Korea
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Distinct diarrhea profiles during outpatient chemotherapy. Support Care Cancer 2020; 29:2363-2373. [PMID: 32918132 DOI: 10.1007/s00520-020-05753-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Accepted: 09/08/2020] [Indexed: 12/27/2022]
Abstract
PURPOSE Chemotherapy-induced diarrhea (CID) is a common symptom that occurs in 50 to 80% of patients. Given that the majority of the data on the occurrence and severity of CID is based on physician-rated toxicity criteria, this study's purposes were to identify subgroups of patients with distinct CID profiles and determine how these subgroups differ in terms of demographic and clinical characteristics; severity, frequency, and distress of CID; the co-occurrence of common GI symptoms; and QOL. METHODS Patients (n = 1133) completed the Memorial Symptom Assessment Scale six times over two cycles of chemotherapy. Latent profile analysis was used to identify subgroups of patients with distinct diarrhea profiles. Differences among these subgroups were evaluated using parametric and nonparametric statistics. RESULTS Four distinct diarrhea profiles were identified: none (58.3%), decreasing (22.0%), increasing (5.2%), and high (14.5%). Compared with the none class, patients in the high class had a lower functional status, a worse comorbidity profile, were more likely to have gastrointestinal cancer, and were more likely to receive chemotherapy on a 14-day cycle. No differences were found among the classes in the percentages of patients who received chemotherapy with a targeted therapy. CONCLUSION Given that CID occurred in over 40% of the patients, clinicians should assess for this symptom and other common GI symptoms and initiate appropriate pharmacologic and dietary interventions.
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Oppegaard KR, Dunn LB, Kober KM, Mackin L, Hammer MJ, Conley YP, Levine JD, Miaskowski C. Gender Differences in the Use of Engagement and Disengagement Coping Strategies in Patients With Cancer Receiving Chemotherapy. Oncol Nurs Forum 2020; 47:586-594. [PMID: 32830804 PMCID: PMC10788967 DOI: 10.1188/20.onf.586-594] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
OBJECTIVES To evaluate the relationship between gender and coping strategies in patients with cancer undergoing chemotherapy in outpatient settings. SAMPLE & SETTING Women (N = 277) and men (N = 293) were recruited from two comprehensive cancer centers, one Veterans Affairs hospital, and four community-based oncology programs. METHODS & VARIABLES Coping data were obtained from patients with gastrointestinal (n = 412) or lung (n = 158) cancer through the Brief COPE scale. RESULTS In terms of engagement coping strategies, women reported higher scores for positive reframing, religion, and using instrumental support. Men reported higher scores for humor. In terms of disengagement coping strategies, women reported higher scores for denial, venting, and self-distraction. Men reported higher scores for substance use. IMPLICATIONS FOR NURSING Gender-based stereotypes of emotional expectations may affect how patients express themselves and the ways in which support is offered. Clinicians should be aware of their own preconceived notions about sex and gender and reflect on how these may influence the psychosocial care they provide.
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Affiliation(s)
| | - Laura B. Dunn
- School of Medicine, Stanford University, Stanford, CA
| | - Kord M. Kober
- School of Nursing, University of California, San Francisco, CA
| | - Lynda Mackin
- School of Nursing, University of California, San Francisco, CA
| | - Marilyn J. Hammer
- The Phyllis F. Cantor Center for Research in Nursing and Patient Care Services, Dana Farber Cancer Institute, Boston, MA
| | | | - Jon D. Levine
- School of Medicine, University of California, San Francisco, CA
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Souza RCDS, dos Santos MR, das Chagas Valota IA, Sousa CS, Costa Calache ALS. Factors associated with sleep quality during chemotherapy: An integrative review. Nurs Open 2020; 7:1274-1284. [PMID: 32802348 PMCID: PMC7424431 DOI: 10.1002/nop2.516] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Revised: 04/28/2020] [Accepted: 04/29/2020] [Indexed: 12/17/2022] Open
Abstract
Aim To identify the most important factors associated with sleep pattern changes in patients with cancer during chemotherapy treatment. Design An integrative review of the literature was performed between December 2017-August 2018. Methods Two independent reviewers searching the National Library of Medicine (PubMed/MEDLINE), Cumulative Index of Nursing and Allied Health Literature (CINAHL) and Latin American and Caribbean Literature in Health Sciences (LILACS), Scopus and Scielo. The process followed the recommendations of the PRISMA tool. A total of 16 articles were selected for the final study sample, including 11 cohort studies and 5 cross-sectional studies. Results The predisposing factors for the most prevalent sleep disturbances were precipitants related to the disease and the treatment, such as fatigue, pain, depression, anxiety and distress. Predisposing factors related to lifestyle and demographic characteristics have a significant correlation with sleep disturbances.
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Affiliation(s)
| | | | | | - Cristina Silva Sousa
- University of São Paulo School of NursingSao PauloBrazil
- Sirio Libanes HospitalSao PauloBrazil
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Utne I, Cooper BA, Ritchie C, Wong M, Dunn LB, Loyland B, Grov EK, Hammer MJ, Paul SM, Levine JD, Conley YP, Kober KM, Miaskowski C. Co-occurrence of decrements in physical and cognitive function is common in older oncology patients receiving chemotherapy. Eur J Oncol Nurs 2020; 48:101823. [PMID: 32835999 DOI: 10.1016/j.ejon.2020.101823] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 07/28/2020] [Accepted: 07/31/2020] [Indexed: 02/06/2023]
Abstract
PURPOSE Older adults receiving cancer chemotherapy are at increased risk for decrements in physical (PF) and cognitive (CF) function. OBJECTIVES Study identified subgroups of patients with distinct PF and CF profiles; risk factors associated with subgroup membership; and impact of subgroup membership on quality of life (QOL). METHODS In 366 older oncology patients, PF and CF were assessed using the Physical Component Summary (PCS) of the SF-12 and Attentional Function Index, respectively. Latent profile analysis was used to identify subgroups of older patients with distinct PF/CF profiles. RESULTS Three distinct PF/CF profiles were identified (i.e., Very Low PF + Moderate CF (15.6%); Low PF + Low CF (39.3%), Normal PF + Normal CF (45.1%)). Compared to the both Normal class, patients in the other two classes had a lower functional status, a worse comorbidity profile, and were less likely to exercise on a regular basis. Compared to the Both Normal class, patients in the Both Low class were less likely to be married/partnered, more likely to live alone, less likely to be employed, and more likely to report depression and back pain. Compared to the other two classes, patients in the Both Low class had a lower annual household income and were receiving chemotherapy with a worse toxicity profile. CONCLUSION First study to use a person-centered analytic approach to identify subgroups of older adults with distinct PF/CF profiles. Fifty-five percent of the older adults had statistically significant and clinically meaningful decrements in both PF AND CF that had negative effects on all aspects of QOL.
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Affiliation(s)
- Inger Utne
- Department of Nursing and Health Promotion, Faculty of Health Sciences, OsloMet - Oslo Metropolitan University, Oslo, Norway
| | - Bruce A Cooper
- School of Nursing, University of California, San Francisco, CA, USA
| | - Christine Ritchie
- Division of Palliative Care and Geriatric Medicine, Massachusetts General Hospital Morgan Institute, Boston, MA, USA
| | - Melisa Wong
- School of Medicine, University of California, San Francisco, CA, USA
| | - Laura B Dunn
- School of Medicine, Stanford University, Stanford, CA, USA
| | - Borghild Loyland
- Department of Nursing and Health Promotion, Faculty of Health Sciences, OsloMet - Oslo Metropolitan University, Oslo, Norway
| | - Ellen Karine Grov
- Department of Nursing and Health Promotion, Faculty of Health Sciences, OsloMet - Oslo Metropolitan University, Oslo, Norway
| | - Marilyn J Hammer
- The Phyllis F. Cantor Center for Research in Nursing and Patient Care Services, Dana Farber Cancer Institute, Boston, MA, USA
| | - Steven M Paul
- School of Nursing, University of California, San Francisco, CA, USA
| | - Jon D Levine
- School of Medicine, University of California, San Francisco, CA, USA
| | - Yvette P Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Kord M Kober
- School of Nursing, University of California, San Francisco, CA, USA
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46
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McCall MK, Connolly M, Nugent B, Conley YP, Bender CM, Rosenzweig MQ. Symptom Experience, Management, and Outcomes According to Race and Social Determinants Including Genomics, Epigenomics, and Metabolomics (SEMOARS + GEM): an Explanatory Model for Breast Cancer Treatment Disparity. JOURNAL OF CANCER EDUCATION : THE OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION FOR CANCER EDUCATION 2020; 35:428-440. [PMID: 31392599 PMCID: PMC7245588 DOI: 10.1007/s13187-019-01571-w] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Even after controlling for stage, comorbidity, age, and insurance status, black women with breast cancer (BC) in the USA have the lowest 5-year survival as compared with all other races for stage-matched disease. One potential cause of this survival difference is the disparity in cancer treatment, evident in many population clinical trials. Specifically, during BC chemotherapy, black women receive less relative dose intensity with more dose reductions and early chemotherapy cessation compared with white women. Symptom incidence, cancer-related distress, and ineffective communication, including the disparity in patient-centeredness of care surrounding patient symptom reporting and clinician assessment, are important factors contributing to racial disparity in dose reduction and early therapy termination. We present an evidence-based overview and an explanatory model for racial disparity in the symptom experience during BC chemotherapy that may lead to a reduction in dose intensity and a subsequent disparity in outcomes. This explanatory model, the Symptom Experience, Management, Outcomes and Adherence according to Race and Social determinants + Genomics Epigenomics and Metabolomics (SEMOARS + GEM), considers essential factors such as social determinants of health, clinician communication, symptoms and symptom management, genomics, epigenomics, and pharmacologic metabolism as contributory factors.
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Affiliation(s)
- Maura K. McCall
- University of Pittsburgh School of Nursing, 3500 Victoria Street, Pittsburgh, PA 15261 USA
| | - Mary Connolly
- University of Pittsburgh School of Nursing, 3500 Victoria Street, Pittsburgh, PA 15261 USA
| | - Bethany Nugent
- University of Pittsburgh School of Nursing, 3500 Victoria Street, Pittsburgh, PA 15261 USA
| | - Yvette P. Conley
- University of Pittsburgh School of Nursing, 3500 Victoria Street, Pittsburgh, PA 15261 USA
| | - Catherine M. Bender
- University of Pittsburgh School of Nursing, 3500 Victoria Street, Pittsburgh, PA 15261 USA
| | - Margaret Q. Rosenzweig
- University of Pittsburgh School of Nursing, 3500 Victoria Street, Pittsburgh, PA 15261 USA
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Tejada M, Viele C, Kober KM, Cooper BA, Paul SM, Dunn LB, Hammer MJ, Wright F, Conley YP, Levine JD, Miaskowski C. Identification of subgroups of chemotherapy patients with distinct sleep disturbance profiles and associated co-occurring symptoms. Sleep 2020; 42:5541565. [PMID: 31361899 DOI: 10.1093/sleep/zsz151] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2019] [Revised: 05/31/2019] [Indexed: 01/09/2023] Open
Abstract
STUDY OBJECTIVES Purposes of this study were to identify subgroups of patients with distinct sleep disturbance profiles and to evaluate for differences in demographic, clinical, and various sleep characteristics, as well for differences in the severity of co-occurring symptoms among these subgroups. METHODS Outpatients with breast, gynecological, gastrointestinal, or lung cancer (n = 1331) completed questionnaires six times over two chemotherapy cycles. Self-reported sleep disturbance was evaluated using the General Sleep Disturbance Scale (GSDS). Latent profile analysis was used to identify distinct subgroups. RESULTS Three latent classes with distinct sleep disturbance profiles were identified (Low [25.5%], High [50.8%], Very High [24.0%]) across the six assessments. Approximately 75% of the patients had a mean total GSDS score that was above the clinically meaningful cutoff score of at least 43 across all six assessments. Compared to the Low class, patients in High and Very High classes were significantly younger, had a lower functional status, had higher levels of comorbidity, and were more likely to be female, more likely to have childcare responsibilities, less likely to be employed, and less likely to have gastrointestinal cancer. For all of the GSDS subscale and total scores, significant differences among the latent classes followed the expected pattern (Low < High < Very High). For trait and state anxiety, depressive symptoms, morning and evening fatigue, decrements in attentional function, and decrements in morning and evening energy, significant differences among the latent classes followed the expected pattern (Low < High < Very High). CONCLUSIONS Clinicians need to perform in-depth assessments of sleep disturbance and co-occurring symptoms to identify high-risk patients and recommend appropriate interventions.
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Affiliation(s)
- Maria Tejada
- Department of Physiological Nursing, School of Nursing, University of California, San Francisco, CA
| | - Carol Viele
- Department of Physiological Nursing, School of Nursing, University of California, San Francisco, CA
| | - Kord M Kober
- Department of Physiological Nursing, School of Nursing, University of California, San Francisco, CA
| | - Bruce A Cooper
- Department of Physiological Nursing, School of Nursing, University of California, San Francisco, CA
| | - Steven M Paul
- Department of Physiological Nursing, School of Nursing, University of California, San Francisco, CA
| | - Laura B Dunn
- Department of Physiological Nursing, School of Medicine, Stanford University, Stanford, CA
| | | | - Fay Wright
- Rory Meyers College of Nursing, New York University, New York, NY
| | | | - Jon D Levine
- School of Medicine, University of California, San Francisco, CA
| | - Christine Miaskowski
- Department of Physiological Nursing, School of Nursing, University of California, San Francisco, CA
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48
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Fjell M, Langius-Eklöf A, Nilsson M, Wengström Y, Sundberg K. Reduced symptom burden with the support of an interactive app during neoadjuvant chemotherapy for breast cancer - A randomized controlled trial. Breast 2020; 51:85-93. [PMID: 32247251 PMCID: PMC7375618 DOI: 10.1016/j.breast.2020.03.004] [Citation(s) in RCA: 59] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Revised: 02/12/2020] [Accepted: 03/19/2020] [Indexed: 02/07/2023] Open
Abstract
Objectives Neoadjuvant chemotherapy causes distressing symptoms, which have to be managed by patients at home. Assessing and acting upon relevant patient-reported symptoms regularly with the support of mHealth such as apps, has shown to decrease symptom burden and improve health-related quality of life (HRQoL). There is a lack of apps for patients with breast cancer which are tested in rigorous trials and only a few include interactive components for immediate clinical management. The aim of this study was to evaluate whether the use of the interactive app Interaktor improves patients’ levels of symptom burden and HRQoL during neoadjuvant chemotherapy for breast cancer. Materials and methods This randomized controlled trial included patients in an intervention group (n = 74) and a control group (n = 75), recruited at two university hospitals in Stockholm, Sweden. The intervention group used Interaktor for symptom reporting, self-care advice and support from health-care professionals during treatment, and the control group received standard care alone. Self-reported symptoms and HRQoL were assessed at two time points to determine differences between the groups. Results The intervention group rated statistically significant less symptom prevalence in nausea, vomiting, feeling sad, appetite loss and constipation. Overall symptom distress and physical symptom distress were rated statistically significant lower in the intervention group. Further, emotional functioning was rated statistically significant higher in the intervention group. Conclusions By using the Interaktor app in clinical practice, patients get individual support when managing treatment-related symptoms during neoadjuvant chemotherapy for breast cancer, leading to decreased symptom burden and improved emotional functioning. Using the app Interaktor reduced symptom burden in patients with breast cancer. The use of Interaktor enhanced emotional functioning during treatment. Interaktor provided individual support during neoadjuvant chemotherapy. Use of Interaktor allowed breast cancer patients for daily reflection over symptoms.
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Affiliation(s)
- Maria Fjell
- Karolinska Institutet, Department of Neurobiology, Care Sciences and Society, Division of Nursing, Stockholm, Sweden.
| | - Ann Langius-Eklöf
- Karolinska Institutet, Department of Neurobiology, Care Sciences and Society, Division of Nursing, Stockholm, Sweden
| | - Marie Nilsson
- Karolinska Institutet, Department of Neurobiology, Care Sciences and Society, Division of Nursing, Stockholm, Sweden; Karolinska University Hospital, Function Area Social Work in Health Care, Stockholm, Sweden; Stockholm County Council, Academic Primary Health Care Center, Stockholm, Sweden
| | - Yvonne Wengström
- Karolinska Institutet, Department of Neurobiology, Care Sciences and Society, Division of Nursing, Stockholm, Sweden; Karolinska University Hospital, Cancer Theme, Stockholm, Sweden
| | - Kay Sundberg
- Karolinska Institutet, Department of Neurobiology, Care Sciences and Society, Division of Nursing, Stockholm, Sweden
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Singh K, Paul SM, Kober KM, Conley YP, Wright F, Levine JD, Joseph PV, Miaskowski C. Neuropsychological Symptoms and Intrusive Thoughts Are Associated With Worse Trajectories of Chemotherapy-Induced Nausea. J Pain Symptom Manage 2020; 59:668-678. [PMID: 31689477 PMCID: PMC7024637 DOI: 10.1016/j.jpainsymman.2019.10.023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 10/20/2019] [Accepted: 10/23/2019] [Indexed: 12/12/2022]
Abstract
CONTEXT Although chemotherapy-induced vomiting is well controlled with evidence-based antiemetic regimens, chemotherapy-induced nausea (CIN) remains a significant clinical problem. OBJECTIVES Study purposes, in a sample of outpatients with breast, gastrointestinal, gynecological, or lung cancer who received two cycles of chemotherapy (CTX, n = 1251), were to evaluate for interindividual differences in the severity of CIN and to determine which demographic, clinical, symptom, and stress characteristics are associated with higher initial levels as well as with the trajectories of CIN. METHODS Patients were recruited during their first or second cycle of CTX. Patients completed self-report questionnaires a total of six times over two cycles of CTX. Hierarchical linear modeling was used to evaluate for interindividual differences in and characteristics associated with the severity of CIN. RESULTS Across the two cycles of CTX, higher levels of sleep disturbance, depression, and morning fatigue, as well as higher levels of intrusive thoughts, were associated with higher initial levels of CIN. In addition, lower functional status scores and shorter cycle lengths were associated with higher initial levels of CIN, and younger age and higher emetogenicity of the CTX regimen were associated with both higher initial levels as well as worse trajectories of CIN severity. CONCLUSION These findings suggest that common symptoms associated with cancer and its treatment are associated with increased severity of CIN. Targeted interventions for these symptoms may reduce the burden of unrelieved CIN.
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Affiliation(s)
- Komal Singh
- Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, Arizona, USA
| | - Steven M Paul
- School of Nursing, University of California, San Francisco, California, USA
| | - Kord M Kober
- School of Nursing, University of California, San Francisco, California, USA
| | - Yvette P Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Fay Wright
- Rory Meyers College of Nursing, New York University, New York, New York, USA
| | - Jon D Levine
- School of Medicine, University of California, San Francisco, California, USA
| | - Paule V Joseph
- Sensory Science & Metabolism Unit, Biobehavioral Branch, Division of Intramural Research, Department of Health and Human Services, National Institutes of Health, Bethesda, Maryland, USA
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50
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Langford DJ, Cooper B, Paul S, Humphreys J, Hammer MJ, Levine J, Conley YP, Wright F, Dunn LB, Miaskowski C. Distinct Stress Profiles Among Oncology Patients Undergoing Chemotherapy. J Pain Symptom Manage 2020; 59:646-657. [PMID: 31711968 DOI: 10.1016/j.jpainsymman.2019.10.025] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Revised: 10/29/2019] [Accepted: 10/30/2019] [Indexed: 12/16/2022]
Abstract
CONTEXT Cancer and its treatment are inherently stressful and stress impacts important patient outcomes. Patients vary considerably in their response to stress. Understanding this variability requires a patient-centered multidimensional approach. OBJECTIVES The objectives of this study were to identify and characterize patient subgroups with distinct multidimensional stress profiles (stress appraisal, exposure, and adaptation) during cancer treatment. METHODS Among 957 patients undergoing chemotherapy for breast, gastrointestinal, gynecological, or lung cancer, latent profile analysis was performed to identify patient subgroups using concurrent evaluations of global (Perceived Stress Scale) and cancer-specific (Impact of Events Scale-Revised) stress, lifetime stress exposure (Life Stressor Checklist-Revised), and resilience (Connor-Davidson Resilience Scale-10). RESULTS Three latent classes were identified: "Normative" (54.3%; intermediate global stress and resilience, lower cancer-related stress, lowest life stress); "Stressed" (39.9%; highest global and cancer-specific stress scores, lowest resilience, most life stress); and "Resilient" (5.7%; lowest global stress, cancer-specific stress comparable to Normative class, highest resilience, intermediate life stress). Characteristics that distinguished the Stressed from the Normative class included the following: younger age, female gender, lower socioeconomic status, unmarried/partnered, living alone, poorer functional status, and higher comorbidity burden. Compared to Stressed patients, Resilient patients were more likely to be partnered, to not live alone, and had a higher functional status. No demographic or clinical characteristics differentiated Normative from Resilient patients. Exposure to specific life stressors differed significantly among the classes. CONCLUSION A subset of patients warrants intensive psychosocial intervention to reduce stress and improve adaptation to cancer. Intervention efforts may be informed by further study of Resilient patients.
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Affiliation(s)
- Dale J Langford
- Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, Washington, USA
| | - Bruce Cooper
- School of Nursing, University of California, San Francisco, San Francisco, California, USA
| | - Steven Paul
- School of Nursing, University of California, San Francisco, San Francisco, California, USA
| | | | | | - Jon Levine
- School of Nursing, University of California, San Francisco, San Francisco, California, USA; School of Dentistry, University of California, San Francisco, San Francisco, California, USA
| | - Yvette P Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Fay Wright
- Rory Meyers College of Nursing, New York University, New York, New York, USA
| | - Laura B Dunn
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California, USA.
| | - Christine Miaskowski
- School of Nursing, University of California, San Francisco, San Francisco, California, USA
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