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Harris CS, Kober K, Cooper B, Conley YP, Hammer MJ, Dhruva AA, Cartwright F, Paul S, Levine J, Miaskowski C. Symptom clusters in oncology outpatients: stability and consistency across a cycle of chemotherapy. BMJ Support Palliat Care 2024; 13:e1198-e1211. [PMID: 36446517 PMCID: PMC10225477 DOI: 10.1136/spcare-2022-003785] [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] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 10/21/2022] [Indexed: 12/03/2022]
Abstract
OBJECTIVES Improved understanding of the stability and consistency of symptom clusters across time, symptom dimensions and cancer diagnoses will lead to refinements in symptom assessments and management, and provide direction for mechanistic studies. Study purposes were to describe the occurrence, severity and distress of 38 symptoms; evaluate the stability and consistency of symptom clusters across a cycle of chemotherapy, three symptom dimensions and four distinct cancer types; and identify common and distinct symptom clusters. METHODS Oncology outpatients (n=1329) completed the Memorial Symptom Assessment Scale prior to their next cycle of chemotherapy (T1), 1 week after chemotherapy (T2) and 2 weeks after chemotherapy (T3). Symptom clusters were identified using exploratory factor analysis using unweighted least squares. GEOMIN rotated factor loadings with absolute values ≥0.40 were considered meaningful. Clusters were stable if they were identified across each time point and/or dimension. Clusters were consistent if the same two or three symptoms with the highest factor loadings were identified across each time point and/or dimension. RESULTS Patients reported 13.9 (±7.2) symptoms at T1, 14.0 (±7.0) at T2 and 12.2 (±6.8) at T3. Psychological, weight gain, gastrointestinal and respiratory clusters were stable across time and dimensions. Only the psychological, weight gain and respiratory clusters were consistent across time and dimensions. CONCLUSION Given the stability of the psychological, weight gain and gastrointestinal clusters across cancer diagnoses, symptoms within these clusters need to be routinely assessed. However, respiratory and hormonal clusters are unique to specific cancer types and the symptoms within these clusters are variable.
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Affiliation(s)
- Carolyn S Harris
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Kord Kober
- School of Nursing, University of California, San Francisco, CA, USA
| | - Bruce Cooper
- 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
| | - Frances Cartwright
- Department of Nursing, Mount Sinai Medical Center, New York, New York, USA
| | - Steven Paul
- School of Nursing, University of California, San Francisco, CA, USA
| | - Jon Levine
- School of Medicine, University of California, San Francisco, CA, USA
| | - Christine Miaskowski
- School of Nursing and School of Medicine, University of California, San Francisco, CA, USA
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Sorrera D, Block A, Mackin L, Paul SM, Cooper BA, Hammer MJ, Conley YP, Levine JD, Miaskowski C. Decrements in Both Physical and Cognitive Function Are Associated With a Higher Symptom Burden in Oncology Patients. Semin Oncol Nurs 2023; 39:151516. [PMID: 37968207 DOI: 10.1016/j.soncn.2023.151516] [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: 04/11/2023] [Revised: 08/28/2023] [Accepted: 09/20/2023] [Indexed: 11/17/2023]
Abstract
OBJECTIVES Physical and cognitive function are two of the most important patient-reported outcomes. In oncology patients receiving chemotherapy (N = 1331), purposes were to identify subgroups of patients with distinct joint physical and cognitive function profiles and evaluate for differences in demographic and clinical characteristics, severity of common symptoms, and quality of life outcomes. DATA SOURCES Measures of physical and cognitive functions were obtained six times over two cycles of chemotherapy. All of the other measures were done prior to the second or third cycle of chemotherapy. Latent profile analysis was done to identify the distinct joint physical and cognitive function profiles. Differences among the profiles were evaluated using parametric and nonparametric tests. CONCLUSION Five distinct profiles were identified (ie, Very Low Physical and Low Cognitive Function [18.4%; Both Low], Low Physical and High Cognitive Function [19.8%], Moderate Physical and Low Cognitive Function [26.7%], Changing Physical and Cognitive Function [5.4%], and Normal Physical and Cognitive Function [29.7%]). Patients in the Both Low class had the highest symptom burden and the poorest quality of life. Over 70% of the sample had moderate to severe decrements in one or both of these extremely important patient outcomes. IMPLICATIONS FOR NURSING PRACTICE Clinicians need to assess for both physical and cognitive function using simple subjective and objective measures.
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Affiliation(s)
- Dianne Sorrera
- Department of Physiological Nursing, School of Nursing, University of California, San Francisco, CA
| | - Astrid Block
- Department of Physiological Nursing, School of Nursing, University of California, San Francisco, CA
| | - Lynda Mackin
- 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
| | - Bruce A Cooper
- Department of Physiological Nursing, School of Nursing, University of California, San Francisco, CA
| | - Marilyn J Hammer
- Cantor Center for Research in Nursing and Patient Care Services, Dan Farber Cancer Institute, Boston, MA
| | - Yvette P Conley
- Department of Health Promotion and Development, School of Nursing, University of Pittsburgh, Pittsburgh, PA
| | - Jon D Levine
- Department of Medicine, 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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Utne I, Stokke K, Ritchie C, Løyland B, Grov EK, Rasmussen HL, Lindemann K, Paul SM, Torstveit AH, Miaskowski C. Changes in Subjective Measures of Cognitive Function in Older Adults From the Initiation Through 12 Months After the Receipt of Chemotherapy. Cancer Nurs 2023; 46:E365-E374. [PMID: 35781267 DOI: 10.1097/ncc.0000000000001140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Cognitive impairment has a negative impact on older patients with cancer. OBJECTIVES The aim of this study was to evaluate for interindividual differences in 2 subjective measures of cognitive function in older patients (n = 112), as well as determine which demographic, clinical, and symptom characteristics, and levels of physical function, were associated with initial levels and with the trajectory of each of these 2 measures. METHODS Cognitive function was assessed using the cognitive function scale from the European Organization for Research and Treatment of Cancer Quality of Life Questionnaire Core 30 and the Attentional Function Index at the initiation of chemotherapy and at 1, 3, 6, 9, and 12 months after its initiation. Hierarchical linear modeling was used to assess for interindividual differences in and characteristics associated with initial levels and changes in cognitive function. RESULTS Characteristics associated with decreases in Quality of Life Questionnaire Core 30 scores at the initiation of chemotherapy were longer time since the cancer diagnosis and higher depression scores. Characteristics associated with poorer Attentional Function Index scores at enrollment were lower levels of education and higher depression scores. No characteristics were associated with worse trajectories of either cognitive function measure. CONCLUSION Some older patients undergoing chemotherapy experience decrements in cognitive function. IMPLICATIONS FOR PRACTICE Our findings suggest that clinicians need to assess for depressive symptoms in older patients before the initiation of chemotherapy. Evidence-based interventions (eg, cognitive stimulation, increased physical activity) can be recommended to maintain and increase cognitive function in older oncology patients.
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Affiliation(s)
- Inger Utne
- Author Affiliations: Department of Nursing and Health Promotion, Faculty of Health Sciences, OsloMet - Oslo Metropolitan University (Drs Utne, Løyland, and Grov, and Mss Rasmussen and Torstveit), Norway; Division of Cancer Medicine, Oslo University Hospital (Ms Stokke), Norway; Division of Palliative Care and Geriatric Medicine, Mongan Institute, Center for Aging and Serious Illness, Massachusetts General Hospital (Dr Ritchie), Boston; Department of Gynecological Oncology, Oslo University Hospital (Dr Lindemann), Norway; and School of Nursing, University of California, San Francisco (Drs Paul and Miaskowski)
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Kesler SR, Henneghan AM, Prinsloo S, Palesh O, Wintermark M. Neuroimaging based biotypes for precision diagnosis and prognosis in cancer-related cognitive impairment. Front Med (Lausanne) 2023; 10:1199605. [PMID: 37720513 PMCID: PMC10499624 DOI: 10.3389/fmed.2023.1199605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 08/15/2023] [Indexed: 09/19/2023] Open
Abstract
Cancer related cognitive impairment (CRCI) is commonly associated with cancer and its treatments, yet the present binary diagnostic approach fails to capture the full spectrum of this syndrome. Cognitive function is highly complex and exists on a continuum that is poorly characterized by dichotomous categories. Advanced statistical methodologies applied to symptom assessments have demonstrated that there are multiple subclasses of CRCI. However, studies suggest that relying on symptom assessments alone may fail to account for significant differences in the neural mechanisms that underlie a specific cognitive phenotype. Treatment plans that address the specific physiologic mechanisms involved in an individual patient's condition is the heart of precision medicine. In this narrative review, we discuss how biotyping, a precision medicine framework being utilized in other mental disorders, could be applied to CRCI. Specifically, we discuss how neuroimaging can be used to determine biotypes of CRCI, which allow for increased precision in prediction and diagnosis of CRCI via biologic mechanistic data. Biotypes may also provide more precise clinical endpoints for intervention trials. Biotyping could be made more feasible with proxy imaging technologies or liquid biomarkers. Large cross-sectional phenotyping studies are needed in addition to evaluation of longitudinal trajectories, and data sharing/pooling is highly feasible with currently available digital infrastructures.
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Affiliation(s)
- Shelli R. Kesler
- Division of Adult Health, School of Nursing, The University of Texas at Austin, Austin, TX, United States
- Department of Diagnostic Medicine, Dell School of Medicine, The University of Texas at Austin, Austin, TX, United States
- Department of Oncology, Dell School of Medicine, The University of Texas at Austin, Austin, TX, United States
| | - Ashley M. Henneghan
- Division of Adult Health, School of Nursing, The University of Texas at Austin, Austin, TX, United States
- Department of Oncology, Dell School of Medicine, The University of Texas at Austin, Austin, TX, United States
| | - Sarah Prinsloo
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Oxana Palesh
- Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, United States
| | - Max Wintermark
- Department of Neuroradiology, The University of Texas MD Anderson Cancer, Houston, TX, United States
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Ma Y, Liu N, Wang Y, Zhang A, Zhu Z, Zhang Z, Li Y, Jian G, Fu G, Dong M, Zheng G, Zhu P, Zhong G, Bai S, Chen S, Wei X, Tan J, Wang X. Cognitive adverse events in patients with lung cancer treated with checkpoint inhibitor monotherapy: a propensity score-matched analysis. EClinicalMedicine 2023; 59:101987. [PMID: 37152366 PMCID: PMC10154980 DOI: 10.1016/j.eclinm.2023.101987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 04/07/2023] [Accepted: 04/13/2023] [Indexed: 05/09/2023] Open
Abstract
Background Cancer-related cognitive decline is a serious problem in long-term survival but no pivotal study has investigated whether checkpoint inhibitors (ICI) may be associated with cognitive adverse events. Methods This propensity score-matched analysis recruited non-small cell lung cancer (NSCLC) patients prescribed with or without ICI monotherapy from three Chinese tertiary hospitals. Patients were excluded from study who developed brain metastasis or had disorders severely affecting cognitive abilities. Primary outcomes were changes in neuropsychological battery test (NBT) at baseline, 6- and 12-month sessions, and any NBT score changes that exceeded 3∗SD of baseline scores would be marked as objective cognitive adverse events (CoAE). Secondary endpoint was the 20-item Perceived Cognitive Impairment (PCI) sub-scale score change in Functional Assessment of Cancer Therapy-Cognitive Function questionnaire, administered at baseline, 3-, 6-, 9-, 12-, and 15-month follow-up session. Per-protocol ICI and control arms were matched with propensity scores that incorporated baseline variables to compare both NBT and PCI assessment results. Patients participating in PCI assessments were analysed in intention-to-treat analysis. Kaplan-Meier survival curves with log-rank tests were adopted to analyse incidence of perceived cognitive decline events (PCDE). Findings Between March 12, 2020, and March 28, 2021, 908 participants were enrolled. Compared to control, 3 of 4 subtest of NBT scores in ICI arm showed significant cognitive decline in 6- and 12-month sessions, in which Trail Making Test score change (13.56 ± 11.73) reached threshold of cognitive deficit diagnosis in the 12-month session. In 1:1 matched 292 pairs from 908 patients, PCI score changes in ICI arms were -4.26 ± 8.54 (3rd month), -4.72 ± 11.83 (6th month), -6.16 ± 15.41 (9th month), -6.07 ± 15.71 (12th month), and -7.96 ± 13.97 (15th month). The scores were significantly lower than control arm in 3-, 6-, and 12-session follow-up. The result was validated after adjusting quality of life scores and in intention-to-treat analysis. Mean PCI change exceeded 1/2 SD of baseline PCI score (5.81) in 9-, 12-, and 15-month sessions in ICI arm, but not in control arm. PCDE incidence/prevalence was significantly higher in ICI arm (incidence 26.4% vs. 5.1%, and prevalence 16.2% vs. 1.7%). Immune-related adverse events related to incidence of PCDE after adjusting for baseline variables. Interpretation ICI monotherapy seemed to relate to higher cognitive decline represented by score changes and incidence/prevalence rates. The decline deteriorated as treatment progressed, and immune-related adverse events seemed to be associated with higher cognitive adverse events incidence in the ICI treatment. Funding The Fellowship of China Postdoctoral Science Foundation and National Natural Science Foundation of China Youth Science Fund Project.
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Affiliation(s)
- Yifei Ma
- Department of Orthopedics and Spine Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong Province, China
- Department of Bone and Soft Tissue Oncology, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong Province, China
| | - Nianqi Liu
- Faculty of Psychology, Institute of Educational Science, Huazhong University of Science and Technology, Wuhan, Hubei Province, China
| | - Yanqi Wang
- Department of Bone and Soft Tissue Oncology, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong Province, China
- School of Public Health, Shantou University, Shantou, Guangdong Province, China
| | - Ao Zhang
- Department of Clinical Laboratory, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong Province, China
- Corresponding author. Department of Clinical Laboratory, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou, China.
| | - Zirui Zhu
- Department of Thoracic Surgery, Hainan Hospital of People's Liberation Army General Hospital, Sanya, Hainan Province, China
| | - Zhiying Zhang
- Department of Bone and Soft Tissue Oncology, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong Province, China
- School of Public Health, Shantou University, Shantou, Guangdong Province, China
- Guangdong Provincial Key Laboratory for Breast Cancer Diagnosis and Treatment, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong Province, China
| | - Yiming Li
- Department of Neurosurgery, Beijing Tiantan Hospital Capital Medical University, Beijing, China
| | - Guangmin Jian
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Key Clinical Laboratory of Henan Province, Zhengzhou, Henan Province, China
| | - Guangzhen Fu
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Key Clinical Laboratory of Henan Province, Zhengzhou, Henan Province, China
| | - Mingming Dong
- Department of Bone and Soft Tissue Oncology, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong Province, China
| | - Guoxing Zheng
- Department of Orthopedics and Spine Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong Province, China
| | - Pengfei Zhu
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Key Clinical Laboratory of Henan Province, Zhengzhou, Henan Province, China
| | - Guanqing Zhong
- Department of Clinical Laboratory, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong Province, China
| | - Shenrui Bai
- Department of Hematological Oncology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong Province, China
| | - Shuqin Chen
- Department of Pathology, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong Province, China
| | - Xiaolong Wei
- Department of Pathology, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong Province, China
| | - Jifan Tan
- Reproductive Medicine Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Xinjia Wang
- Department of Orthopedics and Spine Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong Province, China
- Department of Bone and Soft Tissue Oncology, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong Province, China
- Corresponding author. Department of Orthopedics and Spine Surgery, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong Province, China.
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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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Shin J, Kober KM, Harris C, Oppegaard K, Calvo-Schimmel A, Paul SM, Cooper BA, Olshen A, Dokiparthi V, Conley YP, Hammer M, Levine JD, Miaskowski C. Perturbations in Neuroinflammatory Pathways Are Associated With a Worst Pain Profile in Oncology Patients Receiving Chemotherapy. THE JOURNAL OF PAIN 2023; 24:84-97. [PMID: 36115520 PMCID: PMC11186595 DOI: 10.1016/j.jpain.2022.08.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 07/26/2022] [Accepted: 08/06/2022] [Indexed: 02/08/2023]
Abstract
Unrelieved pain occurs in 55% of cancer patients. Identification of molecular mechanisms for pain may provide insights into therapeutic targets. Purpose was to evaluate for perturbations in neuroinflammatory pathways between oncology patients with and without severe pain. Worst pain severity was rated using a 0 to 10 numeric rating scale six times over two cycles of chemotherapy. Latent profile analysis was used to identify subgroups of patients with distinct pain profiles. Pathway impact analyses were performed in two independent samples using gene expression data obtained from RNA sequencing (n = 192) and microarray (n = 197) technologies. Fisher's combined probability test was used to identify significantly perturbed pathways between None versus the Severe pain classes. In the RNA sequencing and microarray samples, 62.5% and 56.3% of patients were in the Severe pain class, respectively. Nine perturbed pathways were related to neuroinflammatory mechanisms (i.e., retrograde endocannabinoid signaling, gamma-aminobutyric acid synapse, glutamatergic synapse, Janus kinase-signal transducer and activator of transcription signaling, phagosome, complement and coagulation cascades, cytokine-cytokine receptor interaction, chemokine signaling, calcium signaling). First study to identify perturbations in neuroinflammatory pathways associated with severe pain in oncology outpatients. Findings suggest that complex neuroimmune interactions are involved in the maintenance of chronic pain conditions. Perspective: In this study that compared oncology patients with none versus severe pain, nine perturbed neuroinflammatory pathways were identified. Findings suggest that complex neuroimmune interactions are involved in the maintenance of persistent pain conditions.
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Affiliation(s)
- Joosun Shin
- School of Nursing, University of California, San Francisco, CA, USA
| | - Kord M Kober
- School of Nursing, University of California, San Francisco, CA, USA
| | - Carolyn Harris
- School of Nursing, University of California, San Francisco, CA, USA
| | - Kate Oppegaard
- 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
| | - Adam Olshen
- School of Medicine, 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.
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Harris CS, Kober KM, Cooper B, Conley YP, Dhruva AA, Hammer MJ, Paul S, Levine JD, Miaskowski CA. Symptom clusters in outpatients with cancer using different dimensions of the symptom experience. Support Care Cancer 2022; 30:6889-6899. [PMID: 35543816 PMCID: PMC10792845 DOI: 10.1007/s00520-022-07125-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 05/05/2022] [Indexed: 01/07/2023]
Abstract
PURPOSE Relatively few studies have evaluated for symptom clusters across multiple dimensions. It is unknown whether the symptom dimension used to create symptom clusters influences the number and types of clusters that are identified. Study purposes were to describe ratings of occurrence, severity, and distress for 38 symptoms in a heterogeneous sample of oncology patients (n = 1329) undergoing chemotherapy; identify and compare the number and types of symptom clusters based on three dimensions (i.e., occurrence, severity, and distress); and identify common and distinct clusters. METHODS A modified version of the Memorial Symptom Assessment Scale was used to assess the occurrence, severity, and distress ratings of 38 symptoms in the week prior to patients' next cycle of chemotherapy. Symptom clusters for each dimension were identified using exploratory factor analysis. RESULTS Patients reported an average of 13.9 (±7.2) concurrent symptoms. Lack of energy was both the most common and severe symptom while "I don't look like myself" was the most distressing. Psychological, gastrointestinal, weight gain, respiratory, and hormonal clusters were identified across all three dimensions. Findings suggest that psychological, gastrointestinal, and weight gain clusters are common while respiratory and hormonal clusters are distinct. CONCLUSIONS Psychological, gastrointestinal, weight gain, hormonal, and respiratory clusters are stable across occurrence, severity, and distress in oncology patients receiving chemotherapy. Given the stability of these clusters and the consistency of the symptoms across dimensions, the use of a single dimension to identify these clusters may be sufficient. However, comprehensive and disease-specific inventories need to be used to identify distinct clusters.
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Affiliation(s)
- Carolyn S Harris
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA
| | - Kord M Kober
- 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
| | - 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
| | | | - Steven Paul
- 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
| | - Christine A Miaskowski
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA, 94143-0610, USA.
- School of Medicine, University of California, San Francisco, CA, USA.
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9
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Allemann-Su YY, Vetter M, Koechlin H, Paul SM, Cooper BA, Oppegaard K, Melisko M, Levine JD, Conley Y, Miaskowski C, Katapodi MC. Pre-Surgery Demographic, Clinical, and Symptom Characteristics Associated with Different Self-Reported Cognitive Processes in Patients with Breast Cancer. Cancers (Basel) 2022; 14:cancers14133281. [PMID: 35805053 PMCID: PMC9265628 DOI: 10.3390/cancers14133281] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Revised: 06/28/2022] [Accepted: 07/04/2022] [Indexed: 02/01/2023] Open
Abstract
Cancer related cognitive impairment (CRCI) is a common and persistent symptom in breast cancer patients. The Attentional Function Index (AFI) is a self-report measure that assesses CRCI. AFI includes three subscales, namely effective action, attentional lapses, and interpersonal effectiveness, that are based on working memory, inhibitory control, and cognitive flexibility. Previously, we identified three classes of patients with distinct CRCI profiles using the AFI total scores. The purpose of this study was to expand our previous work using latent class growth analysis (LCGA), to identify distinct cognitive profiles for each of the AFI subscales in the same sample (i.e., 397 women who were assessed seven times from prior to through to 6 months following breast cancer surgery). For each subscale, parametric and non-parametric statistics were used to determine differences in demographic, clinical, and pre-surgical psychological and physical symptoms among the subgroups. Three-, four-, and two-classes were identified for the effective action, attentional lapses, and interpersonal effectiveness subscales, respectively. Across all three subscales, lower functional status, higher levels of anxiety, depression, fatigue, and sleep disturbance, and worse decrements in energy were associated with worse cognitive performance. These and other modifiable characteristics may be potential targets for personalized interventions for CRCI.
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Affiliation(s)
- Yu-Yin Allemann-Su
- Department of Clinical Research, University of Basel, 4055 Basel, Switzerland;
| | - Marcus Vetter
- Department of Oncology, Cantonal Hospital Basel-Land, 4410 Listel, Switzerland;
| | - Helen Koechlin
- Division of Child and Adolescent Health Psychology, Department of Psychology, University of Zurich, 8050 Zurich, Switzerland;
- Division of Clinical Psychology and Psychotherapy, Faculty of Psychology, University of Basel, 4055 Basel, Switzerland
- Department of Anaesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Steven M. Paul
- School of Nursing, University of California San Francisco, San Francisco, CA 94143, USA; (S.M.P.); (B.A.C.); (K.O.); (C.M.)
| | - Bruce A. Cooper
- School of Nursing, University of California San Francisco, San Francisco, CA 94143, USA; (S.M.P.); (B.A.C.); (K.O.); (C.M.)
| | - Kate Oppegaard
- School of Nursing, University of California San Francisco, San Francisco, CA 94143, USA; (S.M.P.); (B.A.C.); (K.O.); (C.M.)
| | - Michelle Melisko
- School of Medicine, University of California San Francisco, San Francisco, CA 94143, USA; (M.M.); (J.D.L.)
| | - Jon D. Levine
- School of Medicine, University of California San Francisco, San Francisco, CA 94143, USA; (M.M.); (J.D.L.)
| | - Yvette Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, PA 15261, USA;
| | - Christine Miaskowski
- School of Nursing, University of California San Francisco, San Francisco, CA 94143, USA; (S.M.P.); (B.A.C.); (K.O.); (C.M.)
- School of Medicine, University of California San Francisco, San Francisco, CA 94143, USA; (M.M.); (J.D.L.)
| | - Maria C. Katapodi
- Department of Clinical Research, University of Basel, 4055 Basel, Switzerland;
- Correspondence: ; Tel.: +41-61-207-0430
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10
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Utne I, Løyland B, Grov EK, Rasmussen HL, Torstveit AH, Paul SM, Ritchie C, Lindemann K, Vistad I, Rodríguez-Aranda C, Miaskowski C. Age-related differences in self-report and objective measures of cognitive function in older patients prior to chemotherapy. Nurs Open 2021; 9:1040-1051. [PMID: 34878233 PMCID: PMC8859071 DOI: 10.1002/nop2.1141] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 10/01/2021] [Accepted: 11/16/2021] [Indexed: 12/27/2022] Open
Abstract
Aim Evaluate for differences in demographic and clinical characteristics and subjective and objective measures of cognitive function (CF) between younger older adults (YOA, 60–69 years) and older adults (OA, ≥70 years). Design Cross‐sectional. Methods Older oncology patients (n = 139) completed subjective (Attentional Function Index, European Organization for the Research and Treatment of Cancer Quality of Life Questionnaire (EORTC) CF scale) and objective (Montreal Cognitive Assessment, Trail Making Test (TMT) A & B) measures of CF prior to chemotherapy. Data were analyzed using parametric and nonparametric tests. Results No differences were found between the two groups for any of the subjective or objective CF measures, except that OA patients had higher TMT B scores. Compared with the general population, OAs had significantly higher EORTC CF scores and YOAs had significantly worse scores for all of the objective tests. Clinically meaningful difference between group differences was found for the TMT B test.
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Affiliation(s)
- Inger Utne
- Department of Nursing and Health Promotion, Faculty of Health Sciences, OsloMet - Oslo Metropolitan University, Oslo, Norway
| | - Borghild Løyland
- 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
| | - Hege Lund Rasmussen
- Department of Nursing and Health Promotion, Faculty of Health Sciences, OsloMet - Oslo Metropolitan University, Oslo, Norway
| | - Ann Helen Torstveit
- Department of Nursing and Health Promotion, Faculty of Health Sciences, OsloMet - Oslo Metropolitan University, Oslo, Norway
| | - Steven M Paul
- School of Nursing, University of California, San Francisco, California, USA
| | - Christine Ritchie
- Division of Palliative Care and Geriatric Medicine, Massachusetts General Hospital Morgan Institute, Boston, Massachusetts, USA
| | - Kristina Lindemann
- Department of Gynecological Oncology, Oslo University Hospital, Oslo, Norway
| | - Ingvild Vistad
- Department of Obstetrics and Gynecology, Hospital of Southern Norway, Kristiansand, Norway.,Clinical Institute II, Medical department, University of Bergen, Bergen, Norway
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11
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Oppegaard K, Harris CS, Shin J, Paul SM, Cooper BA, Chan A, Anguera JA, Levine J, Conley Y, Hammer M, Miaskowski CA, Chan RJ, Kober KM. Cancer-related cognitive impairment is associated with perturbations in inflammatory pathways. Cytokine 2021; 148:155653. [PMID: 34388477 PMCID: PMC10792770 DOI: 10.1016/j.cyto.2021.155653] [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: 05/14/2021] [Revised: 07/13/2021] [Accepted: 07/14/2021] [Indexed: 02/06/2023]
Abstract
Cancer-related cognitive impairment (CRCI) is a significant problem for patients receiving chemotherapy. While a growing amount of pre-clinical and clinical evidence suggests that inflammatory mechanisms underlie CRCI, no clinical studies have evaluated for associations between CRCI and changes in gene expression. Therefore, the purpose of this study was to evaluate for differentially expressed genes and perturbed inflammatory pathways across two independent samples of patients with cancer who did and did not report CRCI. The Attentional Function Index (AFI) was the self-report measure used to assess CRCI. AFI scores of <5 and of >7.5 indicate low versus high levels of cognitive function, respectively. Of the 185 patients in Sample 1, 49.2% had an AFI score of <5 and 50.8% had an AFI score of >7.5. Of the 158 patients in Sample 2, 50.6% had an AFI score of <5 and 49.4% had an AFI score of >7.5. Data from 182 patients in Sample 1 were analyzed using RNA-seq. Data from 158 patients in Sample 2 were analyzed using microarray. Twelve KEGG signaling pathways were significantly perturbed between the AFI groups, five of which were signaling pathways related to inflammatory mechanisms (e.g., cytokine-cytokine receptor interaction, tumor necrosis factor signaling). This study is the first to describe perturbations in inflammatory pathways associated with CRCI. Findings highlight the role of cytokines both in terms of cytokine-specific pathways, as well as pathways involved in cytokine production and cytokine activation. These findings have the potential to identify new targets for therapeutics and lead to the development of interventions to improve cognition in patients with cancer.
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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.
| | - Alexandre Chan
- School of Pharmacy and Pharmaceutical Sciences, University of California Irvine, 147B Bison Modular, Irvine, CA 92697, USA.
| | - Joaquin A Anguera
- School of Medicine, University of California, 675 Nelson Rising Lane, San Francisco, CA 94158, USA.
| | - Jon 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 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.
| | - Christine A 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.
| | - Raymond J Chan
- Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Bedford Park SA5042, Australia.
| | - Kord M Kober
- School of Nursing, University of California, 2 Koret Way - N631Y, San Francisco, CA 94143-0610, USA.
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12
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Dias-Carvalho A, Ferreira M, Ferreira R, Bastos MDL, Sá SI, Capela JP, Carvalho F, Costa VM. Four decades of chemotherapy-induced cognitive dysfunction: comprehensive review of clinical, animal and in vitro studies, and insights of key initiating events. Arch Toxicol 2021; 96:11-78. [PMID: 34725718 DOI: 10.1007/s00204-021-03171-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 09/23/2021] [Indexed: 01/22/2023]
Abstract
Cognitive dysfunction has been one of the most reported and studied adverse effects of cancer treatment, but, for many years, it was overlooked by the medical community. Nevertheless, the medical and scientific communities have now recognized that the cognitive deficits caused by chemotherapy have a strong impact on the morbidity of cancer treated patients. In fact, chemotherapy-induced cognitive dysfunction or 'chemobrain' (also named also chemofog) is at present a well-recognized effect of chemotherapy that could affect up to 78% of treated patients. Nonetheless, its underlying neurotoxic mechanism is still not fully elucidated. Therefore, this work aimed to provide a comprehensive review using PubMed as a database to assess the studies published on the field and, therefore, highlight the clinical manifestations of chemobrain and the putative neurotoxicity mechanisms.In the last two decades, a great number of papers was published on the topic, mainly with clinical observations. Chemotherapy-treated patients showed that the cognitive domains most often impaired were verbal memory, psychomotor function, visual memory, visuospatial and verbal learning, memory function and attention. Chemotherapy alters the brain's metabolism, white and grey matter and functional connectivity of brain areas. Several mechanisms have been proposed to cause chemobrain but increase of proinflammatory cytokines with oxidative stress seem more relevant, not excluding the action on neurotransmission and cellular death or impaired hippocampal neurogenesis. The interplay between these mechanisms and susceptible factors makes the clinical management of chemobrain even more difficult. New studies, mainly referring to the underlying mechanisms of chemobrain and protective measures, are important in the future, as it is expected that chemobrain will have more clinical impact in the coming years, since the number of cancer survivors is steadily increasing.
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Affiliation(s)
- Ana Dias-Carvalho
- Associate Laboratory i4HB-Institute for Health and Bioeconomy, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal. .,UCIBIO-Applied Molecular Biosciences Unit, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal.
| | - Mariana Ferreira
- Associate Laboratory i4HB-Institute for Health and Bioeconomy, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal.,UCIBIO-Applied Molecular Biosciences Unit, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal.,LAQV/REQUIMTE, Department of Chemistry, University of Aveiro, Aveiro, Portugal
| | - Rita Ferreira
- LAQV/REQUIMTE, Department of Chemistry, University of Aveiro, Aveiro, Portugal
| | - Maria de Lourdes Bastos
- Associate Laboratory i4HB-Institute for Health and Bioeconomy, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal.,UCIBIO-Applied Molecular Biosciences Unit, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal
| | - Susana Isabel Sá
- Unit of Anatomy, Department of Biomedicine, Faculty of Medicine, University of Porto, Porto, Portugal.,Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, Porto, Portugal
| | - João Paulo Capela
- Associate Laboratory i4HB-Institute for Health and Bioeconomy, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal.,UCIBIO-Applied Molecular Biosciences Unit, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal.,Faculdade de Ciências da Saúde, Universidade Fernando Pessoa, Porto, Portugal
| | - Félix Carvalho
- Associate Laboratory i4HB-Institute for Health and Bioeconomy, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal.,UCIBIO-Applied Molecular Biosciences Unit, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal
| | - Vera Marisa Costa
- Associate Laboratory i4HB-Institute for Health and Bioeconomy, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal. .,UCIBIO-Applied Molecular Biosciences Unit, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal.
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13
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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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14
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Moore K, Stutzman S, Priddy L, Olson D. Chemobrain: A Pilot Study Exploring the Severity and Onset of Chemotherapy-Related Cognitive Impairment. Clin J Oncol Nurs 2019; 23:411-416. [DOI: 10.1188/19.cjon.411-416] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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15
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Utne I, Løyland B, Grov EK, Paul S, Wong ML, Conley YP, Cooper BA, Levine JD, Miaskowski C. Co-occuring symptoms in older oncology patients with distinct attentional function profiles. Eur J Oncol Nurs 2019; 41:196-203. [PMID: 31358253 DOI: 10.1016/j.ejon.2019.07.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2019] [Revised: 06/30/2019] [Accepted: 07/02/2019] [Indexed: 02/07/2023]
Abstract
PURPOSE Evaluate how subgroups of older adults with distinct attentional function profiles differ on the severity of nine common symptoms and determine demographic and clinical characteristics and symptom severity scores associated with membership in the low and moderate attentional function classes. METHODS Three subgroups of older oncology outpatients were identified using latent profile analysis based on Attentional Function Index (AFI) scores. Symptoms were assessed prior to the second or third cycle of CTX. Logistic regressions evaluated for associations with attentional function class membership. RESULTS For trait anxiety, state anxiety, depression, sleep disturbance, morning fatigue, and evening fatigue scores, differences among the latent classes followed the same pattern (low > moderate > high). For morning and evening energy, compared to high class, patients in low and moderate classes reported lower scores. For pain, compared to moderate class, patients in low class reported higher scores. In the logistic regression analysis, compared to high class, patients with lower income, higher comorbidity, higher CTX toxicity score, and higher levels of state anxiety, depression, and sleep disturbance were more likely to be in low AFI class. Compared to high class, patients with higher comorbidity and trait anxiety and lower morning energy were more likely to be in moderate AFI class. CONCLUSIONS Consistent with the hypothesis that an increased risk for persistent cognitive decline is likely related to a variety of physical and psychological factors, for six of the nine symptoms, a "dose response" effect was observed with higher symptom severity scores associated with a progressive decline in attentional function.
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Affiliation(s)
- Inger Utne
- Department of Nursing and Health Promotion, Faculty of Health Sciences, OsloMet - Oslo Metropolitan University, Oslo, Norway
| | - Borghild Løyland
- 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
| | - Steven Paul
- School of Nursing, University of California, San Francisco, CA, USA
| | - Melisa L Wong
- School of Medicine, University of California, San Francisco, CA, USA
| | - Yvette P Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, 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
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