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Mohindra NA, Garcia SF, Kircher S, Barnard C, Perry LM, Lyleroehr M, Coughlin A, Morken V, Chmiel R, Hirschhorn LR, Cella D. Development of an electronic health record-integrated patient-reported outcome-based shared decision-making dashboard in oncology. JAMIA Open 2024; 7:ooae056. [PMID: 39049991 PMCID: PMC11268523 DOI: 10.1093/jamiaopen/ooae056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 05/15/2024] [Accepted: 06/28/2024] [Indexed: 07/27/2024] Open
Abstract
Objectives Patient-reported outcomes (PROs) describe a patient's unique experiences with disease or treatment, yet effective use of this information during clinical encounters remains challenging. This project sought to build a PRO based dashboard within the electronic health record (EHR), prioritizing interpretability and utility of PROs for clinical decision-making. Materials and Methods Codesign principles were used to define the goal, features, and visualization of the data elements on the dashboard. Codesign sessions occurred between February 2019 and May 2020 and involved a diverse group of stakeholders. Pilot evaluation of dashboard usability was performed with patients and clinicians not involved in the codesign process through qualitative interviews and the Systems Usability Scale. Results The dashboard was placed into a single tab in the EHR and included select PROM scores, clinical data elements, and goals of care questions. Real-time data analytics and enhanced visualization of data was necessary for the dashboard to provide meaningful feedback to clinicians and patients for decision-making during clinic visits. During soft launch, the dashboard demonstrated "good" usability in patients and clinicians at 3 and 6 months (mean total SUS score >70). Discussion The current dashboard had good usability and made PRO scores more clinically understandable to patients and clinicians. This paper highlights the development, necessary data elements, and workflow considerations to implement this dashboard at an academic cancer center. Conclusion As the use of PROs in clinical care is increasing, patient- and clinician-centered tools are needed to ensure that this information is used in meaningful ways.
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Affiliation(s)
- Nisha A Mohindra
- Division of Hematology and Oncology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, United States
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL 60611, United States
| | - Sofia F Garcia
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL 60611, United States
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, United States
| | - Sheetal Kircher
- Division of Hematology and Oncology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, United States
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL 60611, United States
| | - Cynthia Barnard
- Northwestern Medicine/Northwestern Memorial Health Care, Chicago, IL 60611, United States
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, United States
| | - Laura M Perry
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL 60611, United States
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, United States
| | - Madison Lyleroehr
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, United States
| | - Ava Coughlin
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, United States
| | - Victoria Morken
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, United States
| | - Ryan Chmiel
- Northwestern Medicine/Northwestern Memorial Health Care, Chicago, IL 60611, United States
| | - Lisa R Hirschhorn
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, United States
- Robert J. Havey Institute for Global Health, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, United States
| | - David Cella
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL 60611, United States
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, United States
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Badger T, Segrin C, Crane TE, Chalasani P, Arslan W, Hadeed M, Given CW, Sikorskii A. A sequential multiple assignment randomized trial of symptom management for cancer survivors during treatment and their informal caregivers. Support Care Cancer 2024; 32:523. [PMID: 39023547 DOI: 10.1007/s00520-024-08734-6] [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: 06/02/2023] [Accepted: 07/11/2024] [Indexed: 07/20/2024]
Abstract
CONTEXT Many cancer survivors and their informal caregivers experience multiple symptoms during the survivor's treatment. OBJECTIVE Test relative effectiveness and optimal sequencing of two evidence-based interventions for symptom management. METHODS In this sequential multiple assignment randomized trial (SMART), survivors of solid tumors with elevated depression or anxiety and their caregivers as dyads were initially randomized after baseline assessment in a 3:1 ratio to the Symptom Management and Survivorship Handbook (SMSH, N = 277 dyads) intervention or SMSH plus 8 weeks of telephone interpersonal counseling (TIPC, N = 97 dyads). After 4 weeks, survivors who were not responding (no improvement or worsening score on depression and/or anxiety item) to SMSH only and their caregivers were re-randomized to continue with SMSH alone (N = 44 dyads) to give it more time or to SMSH + TIPC (N = 44 dyads). Mixed effects and generalized linear models compared severity of depression, anxiety, and a summed index of 16 other symptoms over weeks 1-13 and week 17 between randomized groups and among three dynamic treatment regimes (DTRs). Dyads received SMSH only for 12 weeks (DTR1); SMSH for 12 weeks with 8 weeks of TIPC added from week 1 (DTR2); and SMSH for 4 weeks followed by the combined SMSH + TIPC for 8 weeks if no response at 4 weeks (DTR3). RESULTS Survivors randomized initially to SMSH alone had significantly lower anxiety over weeks 1-13 compared to those randomized to the combined SMSH + TIPC. In comparing DTRs, survivor's anxiety was significantly lower at week 13 for DTR1 compared to DTR2 with no other main effects for survivors or caregivers. Exploratory moderation analyses indicated a potential benefit of adding TIPC for caregivers of non-responders with elevated baseline symptoms. CONCLUSION SMSH + TIPC did not result in better symptom outcomes at week 17 than SMSH alone. Lower intensity SMSH may improve depression and anxiety symptoms for most survivors and their caregivers. TRIAL REGISTRATION Clinicaltrails.gov ID number, NCT03743415; approved and posted on 11/16/2018.
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Affiliation(s)
- Terry Badger
- College of Nursing, University of Arizona, 1305 N. Martin Avenue, Tucson, AZ, 85721, USA.
| | - Chris Segrin
- Department of Communication, University of Arizona, Tucson, AZ, 85721, USA
| | - Tracy E Crane
- Division of Medical Oncology, Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Pavani Chalasani
- Division of Hematology-Oncology, George Washington University, Washington, DC, USA
| | - Waqas Arslan
- College of Medicine, University of Arizona, Phoenix, AZ, USA
| | - Mary Hadeed
- College of Nursing, University of Arizona, 1305 N. Martin Avenue, Tucson, AZ, 85721, USA
| | - Charles W Given
- College of Nursing, Michigan State University, East Lansing, MI, USA
| | - Alla Sikorskii
- Department of Psychiatry, College of Osteopathic Medicine, Michigan State University, East Lansing, MI, USA
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3
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Bleumer T, Abel J, Böhmerle W, Schröder S, Yap SA, Schaeper NDE, Hummel T, Stintzing S, Stephan LU, Pelzer U. Smell and Taste Alterations in Patients Receiving Curative or Palliative Chemotherapy-The CONKO 021-ChemTox Trial. Cancers (Basel) 2024; 16:2495. [PMID: 39061135 PMCID: PMC11274726 DOI: 10.3390/cancers16142495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Revised: 07/04/2024] [Accepted: 07/08/2024] [Indexed: 07/28/2024] Open
Abstract
Previous data regarding chemotherapy-induced olfactory and gustatory dysfunction (CIOGD) are heterogeneous due to inconsistent study designs and small numbers of patients. To provide consistent, reliable data, we conducted a cohort study using standardized testing. Patients diagnosed with lymphoma, leukemia, or gastrointestinal malignancies were examined up to five times (T1 to T5), beginning prior to chemotherapy. We examined patients receiving temporary treatment up to 12 months post-therapy. Clinical assessment included extensive questionnaires, psychophysical tests of olfactory and gustatory function, and measurement of peripheral neuropathy. Statistical analysis included non-parametric tests to evaluate the longitudinal development of CIOGD. Our data (n = 108) showed a significant decline in olfactory and gustatory testing during chemotherapy (p-values < 0.001). CIOGD appeared stronger among patients above 60 years, while sex did not matter significantly. However, we identified distinct associations between CIOGD and reported anorexia as well as with higher neuropathy scores. Self-assessment appeared less sensitive to chemosensory dysfunction than psychophysical testing. Post-therapy, olfactory and gustatory function regenerated, though baseline levels were not attained within 6 to 12 months. In conclusion, our data highlight the wide prevalence and slow recovery of CIOGD. Understanding CIOGD as a potential neurotoxic effect may disclose new therapeutic prospects.
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Affiliation(s)
- Tobias Bleumer
- Department of Hematology, Oncology and Tumor Immunology, Berlin Institute of Health, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (T.B.); (J.A.); (S.S.); (S.A.Y.); (N.D.E.S.); (S.S.); (L.U.S.)
| | - Janine Abel
- Department of Hematology, Oncology and Tumor Immunology, Berlin Institute of Health, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (T.B.); (J.A.); (S.S.); (S.A.Y.); (N.D.E.S.); (S.S.); (L.U.S.)
| | - Wolfgang Böhmerle
- Department of Neurology and Experimental Neurology, Berlin Institute of Health, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, 10117 Berlin, Germany;
| | - Sebastian Schröder
- Department of Hematology, Oncology and Tumor Immunology, Berlin Institute of Health, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (T.B.); (J.A.); (S.S.); (S.A.Y.); (N.D.E.S.); (S.S.); (L.U.S.)
| | - Soo Ann Yap
- Department of Hematology, Oncology and Tumor Immunology, Berlin Institute of Health, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (T.B.); (J.A.); (S.S.); (S.A.Y.); (N.D.E.S.); (S.S.); (L.U.S.)
| | - Nigel Dross Engelbert Schaeper
- Department of Hematology, Oncology and Tumor Immunology, Berlin Institute of Health, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (T.B.); (J.A.); (S.S.); (S.A.Y.); (N.D.E.S.); (S.S.); (L.U.S.)
| | - Thomas Hummel
- Smell & Taste Clinic, Department of Otorhinolaryngology, Technische Universität Dresden, 01307 Dresden, Germany
| | - Sebastian Stintzing
- Department of Hematology, Oncology and Tumor Immunology, Berlin Institute of Health, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (T.B.); (J.A.); (S.S.); (S.A.Y.); (N.D.E.S.); (S.S.); (L.U.S.)
| | - Lars Uwe Stephan
- Department of Hematology, Oncology and Tumor Immunology, Berlin Institute of Health, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (T.B.); (J.A.); (S.S.); (S.A.Y.); (N.D.E.S.); (S.S.); (L.U.S.)
- Department of Internal Medicine, Bundeswehrkrankenhaus Berlin, 10115 Berlin, Germany
| | - Uwe Pelzer
- Department of Hematology, Oncology and Tumor Immunology, Berlin Institute of Health, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, 10117 Berlin, Germany; (T.B.); (J.A.); (S.S.); (S.A.Y.); (N.D.E.S.); (S.S.); (L.U.S.)
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Mazza GL, Dueck AC, Ginos B, Jansen J, Deal AM, Carr P, Blinder VS, Thanarajasingam G, Jonsson M, Lee MK, Rogak LJ, Mody GN, Schrag D, Basch E. Optimization of alert notifications in electronic patient-reported outcome (ePRO) remote symptom monitoring systems (AFT-39). Qual Life Res 2024; 33:1985-1995. [PMID: 38771558 DOI: 10.1007/s11136-024-03675-3] [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] [Accepted: 04/29/2024] [Indexed: 05/22/2024]
Abstract
PURPOSE Clinical benefits result from electronic patient-reported outcome (ePRO) systems that enable remote symptom monitoring. Although clinically useful, real-time alert notifications for severe or worsening symptoms can overburden nurses. Thus, we aimed to algorithmically identify likely non-urgent alerts that could be suppressed. METHODS We evaluated alerts from the PRO-TECT trial (Alliance AFT-39) in which oncology practices implemented remote symptom monitoring. Patients completed weekly at-home ePRO symptom surveys, and nurses received real-time alert notifications for severe or worsening symptoms. During parts of the trial, patients and nurses each indicated whether alerts were urgent or could wait until the next visit. We developed an algorithm for suppressing alerts based on patient assessment of urgency and model-based predictions of nurse assessment of urgency. RESULTS 593 patients participated (median age = 64 years, 61% female, 80% white, 10% reported never using computers/tablets/smartphones). Patients completed 91% of expected weekly surveys. 34% of surveys generated an alert, and 59% of alerts prompted immediate nurse actions. Patients considered 10% of alerts urgent. Of the remaining cases, nurses considered alerts urgent more often when patients reported any worsening symptom compared to the prior week (33% of alerts with versus 26% without any worsening symptom, p = 0.009). The algorithm identified 38% of alerts as likely non-urgent that could be suppressed with acceptable discrimination (sensitivity = 80%, 95% CI [76%, 84%]; specificity = 52%, 95% CI [49%, 55%]). CONCLUSION An algorithm can identify remote symptom monitoring alerts likely to be considered non-urgent by nurses, and may assist in fostering nurse acceptance and implementation feasibility of ePRO systems.
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Affiliation(s)
- Gina L Mazza
- Alliance Foundation Trials Statistics and Data Center, Mayo Clinic, 13400 East Shea Boulevard, Scottsdale, AZ, 85259, USA.
- Department of Quantitative Health Sciences, Mayo Clinic, Scottsdale, AZ, USA.
| | - Amylou C Dueck
- Alliance Foundation Trials Statistics and Data Center, Mayo Clinic, 13400 East Shea Boulevard, Scottsdale, AZ, 85259, USA
- Department of Quantitative Health Sciences, Mayo Clinic, Scottsdale, AZ, USA
| | - Brenda Ginos
- Alliance Foundation Trials Statistics and Data Center, Mayo Clinic, 13400 East Shea Boulevard, Scottsdale, AZ, 85259, USA
- Department of Quantitative Health Sciences, Mayo Clinic, Scottsdale, AZ, USA
| | - Jennifer Jansen
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Allison M Deal
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Philip Carr
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | | | - Mattias Jonsson
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Minji K Lee
- Alliance Foundation Trials Statistics and Data Center, Mayo Clinic, Rochester, MN, USA
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Lauren J Rogak
- Department of Quantitative Health Sciences, Mayo Clinic, Scottsdale, AZ, USA
| | - Gita N Mody
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Deborah Schrag
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ethan Basch
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Mooney K, Beck SL, Wilson C, Coombs L, Whisenant M, Moraitis AM, Sloss EA, Alekhina N, Lloyd J, Steinbach M, Nicholson B, Iacob E, Donaldson G. Assessing Patient Perspectives and the Health Equity of a Digital Cancer Symptom Remote Monitoring and Management System. JCO Clin Cancer Inform 2024; 8:e2300243. [PMID: 39042843 DOI: 10.1200/cci.23.00243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 03/05/2024] [Accepted: 05/31/2024] [Indexed: 07/25/2024] Open
Abstract
PURPOSE People with cancer experience poorly controlled symptoms that persist between treatment visits. Automated digital technology can remotely monitor and facilitate symptom management at home. Essential to digital interventions is patient engagement, user satisfaction, and intervention benefits that are distributed across patient populations so as not to perpetuate inequities. We evaluated Symptom Care at Home (SCH), an automated digital platform, to determine patient engagement, satisfaction, and whether intervention subgroups gained similar symptom reduction benefits. METHODS 358 patients with cancer receiving a course of chemotherapy were randomly assigned to SCH or usual care (UC). Both groups reported daily on 11 symptoms and completed the SF36 (Short Form Health Survey) monthly. SCH participants received immediate automated self-care coaching on reported symptoms. As needed, nurse practitioners followed up for poorly controlled symptoms. RESULTS The average participant was White (83%), female (75%), and urban-dwelling (78.6%). Daily call adherence was 90% of expected days. Participants reported high user satisfaction. SCH participants had lower symptom burden than UC in all subgroups: age, sex, race, income, residence type, diagnosis, and stage (all P < .001 effect size 0.33-0.65), except for stages I and II cancers. Non-White and lower-income SCH participants gained a higher magnitude of symptom reduction than White participants and higher-income participants. Additionally, SCH men gained higher SF36 mental health (MH) benefit. There were no differences on other SF36 indices. CONCLUSION Participants were highly satisfied and consistently engaged the SCH platform. SCH men gained large MH improvements, perhaps from increased comfort in sharing concerns through automated interactions. Although all intervention subgroups benefited, non-White participants and those with lower income gained higher symptom reduction benefit, suggesting that systematic care through digital tools can overcome existing disparities in symptom care outcomes.
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Affiliation(s)
- Kathi Mooney
- College of Nursing, University of Utah, Salt Lake City, UT
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Susan L Beck
- College of Nursing, University of Utah, Salt Lake City, UT
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Christina Wilson
- School of Nursing, University of Alabama at Birmingham, Birmingham, AL
| | - Lorinda Coombs
- School of Nursing, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Meagan Whisenant
- Department of Behavioral Science, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ann Marie Moraitis
- Department of Pediatric Oncology, Dana Farber Cancer Institute, Boston, MA
| | | | | | - Jennifer Lloyd
- College of Nursing, University of Utah, Salt Lake City, UT
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Mary Steinbach
- College of Nursing, University of Utah, Salt Lake City, UT
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | | | - Eli Iacob
- College of Nursing, University of Utah, Salt Lake City, UT
| | - Gary Donaldson
- College of Nursing, University of Utah, Salt Lake City, UT
- School of Medicine, University of Utah, Salt Lake City, UT
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Gomes F, Khatoon B, Sawyer C, Punnett G, Farrington N, Yorke J. Patient-reported outcomes and experiences from a prospective cohort study of older patients with cancer on checkpoint inhibitors: The ELDERS study. J Geriatr Oncol 2024; 15:101777. [PMID: 38704912 DOI: 10.1016/j.jgo.2024.101777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Revised: 03/15/2024] [Accepted: 04/19/2024] [Indexed: 05/07/2024]
Abstract
INTRODUCTION Checkpoint inhibitors (CPI) are widely used across different tumour types in older cancer patients. The ELDERS study investigated primarily the safety of CPI in older patients, and secondarily its impact on health-related quality of life (HRQoL), comparing older and younger patients. Here we describe the results from its secondary aim. MATERIALS AND METHODS This was an observational, mixed methods study, consisting of questionnaires and qualitative interviews. Patients completed the EORTC QLQ-C30 at baseline and at three-monthly reviews (up to four over the planned 12 months on study). RESULTS One hundred and forty patients, 70 in each age cohort (older: ≥70 years of age, younger: <70 years of age), were recruited. Twenty-four patients, 12 in each age cohort, were interviewed. The mean baseline EORTC QLQ-C30 score was 65/100 for both cohorts combined, and the score for the full QLQ-C30 assessment was 78/100 and 75/100 for older and younger, respectively. The physical functioning score was the only subscale to change significantly between baseline and the first and second reviews (p = 0.03 and 0.04, respectively), resulting from some improvement in the mean score (from baseline) within the younger cohort and some decline within the older cohort. However, when focusing on each cohort separately, the change over time was not statistically significant for either. Two main themes from the interviews were 'expectations' (thoughts about treatment before commencing) and 'experience' (lived experience during treatment). DISCUSSION Quantitatively, there was no difference in the effect of CPIs on HRQoL between the cohorts, although qualitative data from interviews suggested that there were some experiential differences. People in the older cohort were less likely to seek additional information about CPIs and were more likely to report side effects. In terms of both 'expectations' and 'experience,' the older cohort was a heterogenous group, highlighting that an individualised approach is needed when supporting this group. This study shows that older patients can be reassured that immunotherapy is unlikely to negatively impact their HRQoL more than younger patients, and it should be considered a viable treatment option.
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Affiliation(s)
- Fabio Gomes
- Medical Oncology Department, The Christie NHS Foundation Trust, Manchester, UK; Christie Patient Centred Research, The Christie NHS Foundation Trust, Manchester, UK; Senior Adult Oncology Service, The Christie NHS Foundation Trust, Manchester, UK.
| | - Binish Khatoon
- Christie Patient Centred Research, The Christie NHS Foundation Trust, Manchester, UK; Division of Nursing, Midwifery and Social Work, The University of Manchester, Manchester, UK
| | - Chelsea Sawyer
- Christie Patient Centred Research, The Christie NHS Foundation Trust, Manchester, UK; Division of Psychology and Mental Health, The University of Manchester, Manchester, UK
| | - Grant Punnett
- Christie Patient Centred Research, The Christie NHS Foundation Trust, Manchester, UK
| | - Naomi Farrington
- Senior Adult Oncology Service, The Christie NHS Foundation Trust, Manchester, UK
| | - Janelle Yorke
- Christie Patient Centred Research, The Christie NHS Foundation Trust, Manchester, UK; Division of Nursing, Midwifery and Social Work, The University of Manchester, Manchester, UK
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Steen-Olsen EB, Pappot H, Hjerming M, Hanghoej S, Holländer-Mieritz C. Monitoring Adolescent and Young Adult Patients With Cancer via a Smart T-Shirt: Prospective, Single-Cohort, Mixed Methods Feasibility Study (OncoSmartShirt Study). JMIR Mhealth Uhealth 2024; 12:e50620. [PMID: 38717366 PMCID: PMC11084117 DOI: 10.2196/50620] [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: 07/06/2023] [Revised: 01/25/2024] [Accepted: 02/01/2024] [Indexed: 05/12/2024] Open
Abstract
Background Wearables that measure vital parameters can be potential tools for monitoring patients at home during cancer treatment. One type of wearable is a smart T-shirt with embedded sensors. Initially, smart T-shirts were designed to aid athletes in their performance analyses. Recently however, researchers have been investigating the use of smart T-shirts as supportive tools in health care. In general, the knowledge on the use of wearables for symptom monitoring during cancer treatment is limited, and consensus and awareness about compliance or adherence are lacking. objectives The aim of this study was to evaluate adherence to and experiences with using a smart T-shirt for the home monitoring of biometric sensor data among adolescent and young adult patients undergoing cancer treatment during a 2-week period. Methods This study was a prospective, single-cohort, mixed methods feasibility study. The inclusion criteria were patients aged 18 to 39 years and those who were receiving treatment at Copenhagen University Hospital - Rigshospitalet, Denmark. Consenting patients were asked to wear the Chronolife smart T-shirt for a period of 2 weeks. The smart T-shirt had multiple sensors and electrodes, which engendered the following six measurements: electrocardiogram (ECG) measurements, thoracic respiration, abdominal respiration, thoracic impedance, physical activity (steps), and skin temperature. The primary end point was adherence, which was defined as a wear time of >8 hours per day. The patient experience was investigated via individual, semistructured telephone interviews and a paper questionnaire. Results A total of 10 patients were included. The number of days with wear times of >8 hours during the study period (14 d) varied from 0 to 6 (mean 2 d). Further, 3 patients had a mean wear time of >8 hours during each of their days with data registration. The number of days with any data registration ranged from 0 to 10 (mean 6.4 d). The thematic analysis of interviews pointed to the following three main themes: (1) the smart T-shirt is cool but does not fit patients with cancer, (2) the technology limits the use of the smart T-shirt, and (3) the monitoring of data increases the feeling of safety. Results from the questionnaire showed that the patients generally had confidence in the device. Conclusions Although the primary end point was not reached, the patients' experiences with using the smart T-shirt resulted in the knowledge that patients acknowledged the need for new technologies that improve supportive cancer care. The patients were positive when asked to wear the smart T-shirt. However, technical and practical challenges in using the device resulted in low adherence. Although wearables might have potential for home monitoring, the present technology is immature for clinical use.
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Affiliation(s)
- Emma Balch Steen-Olsen
- Department of Oncology, Centre for Cancer and Organ Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Helle Pappot
- Department of Oncology, Centre for Cancer and Organ Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Maiken Hjerming
- Department of Oncology, Centre for Cancer and Organ Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Signe Hanghoej
- Department of Oncology, Centre for Cancer and Organ Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Cecilie Holländer-Mieritz
- Department of Oncology, Centre for Cancer and Organ Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
- Department of Oncology, Zealand University Hospital, Naestved, Denmark
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8
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Lopez-Aguiar AG, Sarna A, Wells-DiGregorio S, Huang E, Kneuertz PJ, Beane J, Kim A, Ejaz A, Pawlik TM, Cloyd JM. Surgeon Perspectives on the Management of Aborted Cancer Surgery: Results of a Society of Surgical Oncology Member Survey. Ann Surg Oncol 2024; 31:2295-2302. [PMID: 38127216 DOI: 10.1245/s10434-023-14804-6] [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: 11/03/2023] [Accepted: 12/06/2023] [Indexed: 12/23/2023]
Abstract
BACKGROUND While surgery is generally necessary for most solid-organ cancers, curative-intent resection is occasionally aborted due to unanticipated unresectability or occult metastases. Following aborted cancer surgery (ACS), patients have unique and complex care needs and yet little is known about the optimal approach to their management. OBJECTIVE The aim of this study was to define the practice patterns and perspectives of an international cohort of cancer surgeons on the management of ACS. METHODS A validated survey assessing surgeon perspectives on patient care needs and management following ACS was developed. The survey was distributed electronically to members of the Society of Surgical Oncology (SSO). RESULTS Among 190 participating surgeons, mean age was 49 ± 11 years, 69% were male, 61% worked at an academic institution, and most had a clinical practice focused on liver/pancreas (30%), breast (23%), or melanoma/sarcoma cancers (20%). Participants estimated that ACS occurred in 7 ± 6% of their cancer operations, most often due to occult metastases (67%) or local unresectability (30%). Most surgeons felt (very) comfortable addressing their patients' surgical needs (92%) and cancer treatment-related questions (90%), but fewer expressed comfort addressing psychosocial needs (83%) or symptom-control needs (69%). While they perceived discussing next available therapies as the patients' most important priority after ACS, surgeons reported avoiding postoperative complications as their most important priority (p < 0.001). While 61% and 27% reported utilizing palliative care and psychosocial oncology, respectively, in these situations, 46% noted care coordination as a barrier to addressing patient care needs. CONCLUSIONS Results from this SSO member survey suggest that ACS is relatively common and associated with unique patient care needs. Surgeons may feel less comfortable assessing psychosocial and symptom-control needs, highlighting the need for novel patient-centered approaches.
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Affiliation(s)
- Alexandra G Lopez-Aguiar
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Angela Sarna
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Sharla Wells-DiGregorio
- Division of Palliative Medicine, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Emily Huang
- Division of Colorectal Surgery, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Peter J Kneuertz
- Division of Thoracic Surgery, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Joal Beane
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Alex Kim
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Aslam Ejaz
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Timothy M Pawlik
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Jordan M Cloyd
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA.
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9
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Papageorgiou L, Le Provost JB, Di Palma M, Langlois M, Salma I, Lopes M, Minvielle E, Abbas M, Scotté F. Supportive Care Needs of Newly Diagnosed Cancer Patients in a Comprehensive Cancer Center: Identifying Care Profiles and Future Perspectives. Cancers (Basel) 2024; 16:1017. [PMID: 38473376 DOI: 10.3390/cancers16051017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Revised: 02/04/2024] [Accepted: 02/27/2024] [Indexed: 03/14/2024] Open
Abstract
The prompt introduction of supportive care for patients with cancer leads to a better quality of life, potential survival benefits, and improvements in treatment safety. Considering that patients' needs vary, descriptive assessments could serve as a compass for an efficient and prompt healthcare response. The aim of this study was to identify supportive care needs in newly diagnosed patients according to cancer type. A retrospective study was conducted by collecting data from the case consultation and medical records of a comprehensive cancer center in France. Patients' needs were divided into twelve domains: nutrition, psychological support, psychiatric support, social care, physiotherapy, addictology, pain management, palliative care, pharmacology, complementary and alternative practice (CAM), sexual health, and speech therapy. Out of 6217 newly diagnosed patients of various cancer types who sought medical care at Gustave Roussy in 2021, 2541 (41%) required supportive cancer care (SCC), and of them, 1331 patients (52%) required two or more different SCC specialist interventions. The top five interventions were dietary (for 60% of patients), physiotherapy (33%), psychology (29%), social care (28%), and pain management (16%). Subgroup analysis according to cancer department highlighted additional specific needs: CAM for breast cancer patients (11%), speech specialist (27%) and addictologist (22%) interventions for ENT patients, psychiatry consultations for neurological patients (16%), and palliative care for dermatology patients (23%). The aforementioned data suggest that an early, multidisciplinary supportive care intervention should be required. Assembling human resources at the time of diagnosis within a dedicated day unit would be the next appropriate step in developing personalized care pathways related to the highlighted needs.
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Affiliation(s)
| | | | - Mario Di Palma
- Patient Pathway Division, Gustave Roussy, 94805 Villejuif, France
| | | | - Israa Salma
- Patient Pathway Division, Gustave Roussy, 94805 Villejuif, France
- i3-CRG, École Polytechnique, CNRS, Institut Polytechnique de Paris, 91762 Palaiseau, France
| | - Manuella Lopes
- Patient Pathway Division, Gustave Roussy, 94805 Villejuif, France
| | - Etienne Minvielle
- Patient Pathway Division, Gustave Roussy, 94805 Villejuif, France
- i3-CRG, École Polytechnique, CNRS, Institut Polytechnique de Paris, 91762 Palaiseau, France
| | - Maya Abbas
- Patient Pathway Division, Gustave Roussy, 94805 Villejuif, France
| | - Florian Scotté
- Patient Pathway Division, Gustave Roussy, 94805 Villejuif, France
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10
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Dickson NR, Beauchamp KD, Perry TS, Roush A, Goldschmidt D, Edwards ML, Blakely LJ. Real-world use and clinical impact of an electronic patient-reported outcome tool in patients with solid tumors treated with immuno-oncology therapy. J Patient Rep Outcomes 2024; 8:23. [PMID: 38416270 PMCID: PMC10899997 DOI: 10.1186/s41687-024-00700-4] [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: 07/04/2023] [Accepted: 02/12/2024] [Indexed: 02/29/2024] Open
Abstract
BACKGROUND Utilization of electronic patient-reported outcome (ePRO) tools to monitor symptoms in patients undergoing cancer treatment has shown clinical benefits. Tennessee Oncology (TO) implemented an ePRO platform in 2019, allowing patients to report their health status online. We conducted a real-world, multicenter, observational, non-interventional cohort study to evaluate utilization of this platform in adults with solid tumors who initiated immuno-oncology (IO) therapy as monotherapy or in combination at TO clinics. METHODS Patients initiating IO therapy prior to platform implementation were included in a historical control (HC) cohort; those initiating treatment after implementation were included in the ePRO cohort, which was further divided into ePRO users (platform enrollment ≤ 45 days from IO initiation) and non-users. Data were extracted from electronic medical records; patients were followed for up to 6 months (no minimum follow up). Outcomes included patient characteristics, treatment patterns, duration of therapy (DoT), and overall survival (OS). RESULTS Data were collected for 538 patients in the HC and 1014 in the ePRO cohort; 319 in the ePRO cohort were ePRO users (uptake rate 31%). Baseline age was higher, more patients had stage IV disease at diagnosis, and more received monotherapy (82 vs 52%, respectively) in the HC vs the ePRO cohort. Median follow-up was 181.0 days (range 0.0-182.6) in the HC and 175.0 (0.0-184.0) in the ePRO cohort. Median DoT of index IO regimen was 5.1 months (95% confidence interval [CI], 4.4-NE) in the HC cohort vs not estimable (NE) in the ePRO cohort. Multivariable regression adjusting for baseline differences confirmed lower risk of treatment discontinuation in the ePRO vs HC cohort: hazard ratio (HR) 0.83 (95% CI, 0.71-0.97); p < 0.05. The estimated 6-month OS rate was 65.5% in the HC vs 72.4% in the ePRO cohort (p < 0 .01). Within the ePRO cohort, DoT of index IO regimen and OS did not differ between users and non-users. In ePRO users, patient platform use was durable over 6 months. CONCLUSION Improvements in DoT and OS were seen after ePRO platform implementation. Conclusions are limited by challenges in separating the impact of platform implementation from other changes affecting outcomes.
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Affiliation(s)
- Natalie R Dickson
- Tennessee Oncology, 2004 Hayes Street - 8th Floor, Nashville, TN, 37203, USA
| | | | | | - Ashley Roush
- Tennessee Oncology, 2004 Hayes Street - 8th Floor, Nashville, TN, 37203, USA
| | | | | | - L Johnetta Blakely
- Tennessee Oncology, 2004 Hayes Street - 8th Floor, Nashville, TN, 37203, USA.
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11
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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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12
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Safavi AH, Bryson E, Delibasic V, Tjong MC, Hallet J, Mahar A, Davis LE, Wright FC, Parmar A, Coburn NG, Louie AV. Enhancing Symptom Screening and Patient Education Among Patients with Metastatic Lung Cancer: a Qualitative Analysis. JOURNAL OF CANCER EDUCATION : THE OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION FOR CANCER EDUCATION 2024; 39:86-95. [PMID: 37962792 DOI: 10.1007/s13187-023-02379-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/22/2023] [Indexed: 11/15/2023]
Abstract
We explored perspectives of patients with metastatic non-small cell lung cancer (mNSCLC) on symptom screening and population-level patient-reported outcome (PRO) data regarding common symptom trajectories in the year after diagnosis. A qualitative study of patients with mNSCLC was conducted at a Canadian tertiary cancer centre. English-speaking patients diagnosed ≥ 6 months prior to study invitation were recruited, and semi-structured one-on-one interviews were conducted. Patient and treatment characteristics were obtained via chart review. Anonymized interview transcripts underwent deductive-inductive coding and thematic content analysis. Among ten participants (5 (50%) females; median (range) age, 68 (56-77) years; median (range) time since diagnosis, 28.5 (6-72) months; 6 (60%) with smoking histories), six themes were identified in total. Two themes were identified regarding symptom screening: (1) screening is useful for symptom self-monitoring and disclosure to the healthcare team, (2) screening of additional quality-of-life (QOL) domains (smoking-related stigma, sexual dysfunction, and financial toxicity) is desired. Four themes were identified regarding population-level symptom trajectory PRO data: (1) data provide reassurance and motivation to engage in symptom self-management, (2) data should be disclosed after an oncologic treatment plan is developed, (3) data should be communicated via in-person discussion with accompanying patient-education resources, and (4) communication of data should include reassurance about symptom stabilization, acknowledgement of variability in patient experience, and strategies for symptom self-management. The themes and recommendations derived from the patient experience with mNSCLC provide guidance for enhanced symptom screening and utilization of population-level symptom trajectory data for patient education.
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Affiliation(s)
- Amir H Safavi
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada
| | - Emily Bryson
- Faculty of Medicine, University of Toronto, 1 King's College Circle, Toronto, ON, M5S 1A8, Canada
| | - Victoria Delibasic
- Department of Surgery, Sunnybrook Health Sciences Centre-Odette Cancer Centre, 2075 Bayview Avenue, Toronto, ON, T2 163M4N 3M5, Canada
| | - Michael C Tjong
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, 450 Brookline Avenue, Boston, MA, 02215, USA
| | - Julie Hallet
- Department of Surgery, Sunnybrook Health Sciences Centre-Odette Cancer Centre, 2075 Bayview Avenue, Toronto, ON, T2 163M4N 3M5, Canada
| | - Alyson Mahar
- School of Nursing, Queen's University, 92 Barrie Street, Kingston, ON, K7L 3N6, Canada
| | - Laura E Davis
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, 2001 McGill College Suite 1200, Montreal, QC, H3A 1G1, Canada
| | - Frances C Wright
- Department of Surgery, Sunnybrook Health Sciences Centre-Odette Cancer Centre, 2075 Bayview Avenue, Toronto, ON, T2 163M4N 3M5, Canada
| | - Ambica Parmar
- Division of Medical Oncology and Hematology, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada
| | - Natalie G Coburn
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada
- Department of Surgery, Sunnybrook Health Sciences Centre-Odette Cancer Centre, 2075 Bayview Avenue, Toronto, ON, T2 163M4N 3M5, Canada
| | - Alexander V Louie
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada.
- Department of Surgery, Sunnybrook Health Sciences Centre-Odette Cancer Centre, 2075 Bayview Avenue, Toronto, ON, T2 163M4N 3M5, Canada.
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13
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Lu Q, Liu Q, Fang S, Ma Y, Zhang B, Li H, Song L. Relationship between fear of progression and symptom burden, disease factors and social/family factors in patients with stage-IV breast cancer in Shandong, China. Cancer Med 2024; 13:e6749. [PMID: 38457242 PMCID: PMC10923048 DOI: 10.1002/cam4.6749] [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: 11/23/2022] [Revised: 09/13/2023] [Accepted: 09/30/2023] [Indexed: 03/10/2024] Open
Abstract
OBJECTIVE To assess fear of progression (FoP)'s relationship with symptom burden and disease and social/family factors, as well as, determine the status of FoP in women with stage-IV breast cancer in Shandong, China. METHODS Two hundred and sixteen women were recruited from the department of breast cancer internal medicine, Shandong Cancer Hospital and Institute. Data for this observational study were collected between October 2020 and January 2021 using the MD Anderson Symptom Inventory, the Fear of Progression Questionnaire-Short Form (FoP-Q-SF) and a participant information scale. SPSS 23.0 was used for statistical analysis. RESULTS After excluding invalid responses, the data of 200 participants were analysed. The average total FoP-Q-SF score was 29.39 ± 9.39 (95% confidence interval, 21.81-27.64). The FoP level among the participants was relatively low. For disease and social/family factors, FoP statistically significantly differed by satisfaction with family emotional support and the Eastern Cooperative Oncology Group (ECOG) score. The ECOG score was positively correlated with FoP. Furthermore, symptom burden was positively correlated with FoP. CONCLUSIONS Among patients with stage-IV breast cancer, satisfaction with family emotional support, ECOG score and symptom burden play key roles in FoP. Interventions, including providing appropriate emotional support from family, improving physical fitness and relieving symptom burden, must be considered in future studies, which may improve patients' overall physical and mental status and provide a supportive therapeutic environment.
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Affiliation(s)
- Qianrun Lu
- Department of Breast Cancer Internal MedicineShandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical SciencesJinanChina
| | - Qiuyue Liu
- Department of Breast Cancer Internal MedicineShandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical SciencesJinanChina
| | - Shu Fang
- Department of Breast Cancer Internal MedicineShandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical SciencesJinanChina
| | - Yujin Ma
- Department of Breast Cancer Internal MedicineShandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical SciencesJinanChina
| | - Baoxuan Zhang
- Department of Breast Cancer Internal MedicineShandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical SciencesJinanChina
| | - Huihui Li
- Department of Breast Cancer Internal MedicineShandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical SciencesJinanChina
| | - Lihua Song
- Department of Breast Cancer Internal MedicineShandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical SciencesJinanChina
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14
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Wang Y, Tian L, Liu X, Zhang H, Tang Y, Zhang H, Nie W, Wang L. Multidimensional Predictors of Cancer-Related Fatigue Based on the Predisposing, Precipitating, and Perpetuating (3P) Model: A Systematic Review. Cancers (Basel) 2023; 15:5879. [PMID: 38136423 PMCID: PMC10741552 DOI: 10.3390/cancers15245879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 10/22/2023] [Accepted: 12/15/2023] [Indexed: 12/24/2023] Open
Abstract
Cancer-related fatigue (CRF) is a widespread symptom with high prevalence in cancer patients, seriously affecting their quality of life. In the context of precision care, constructing machine learning-based prediction models for early screening and assessment of CRF is beneficial to this situation. To further understand the predictors of CRF for model construction, we conducted a comprehensive search in PubMed, Web of Science, Embase, and Scopus databases, combining CRF with predictor-related terms. A total of 27 papers met the inclusion criteria. We evaluated the above studies into three subgroups following the predisposing, precipitating, and perpetuating (3P) factor model. (1) Predisposing factors-baseline fatigue, demographic characteristics, clinical characteristics, psychosocial traits and physical symptoms. (2) Precipitating factors-type and stage of chemotherapy, inflammatory factors, laboratory indicators and metabolic changes. (3) Perpetuating factors-a low level of physical activity and poorer nutritional status. Future research should prioritize large-scale prospective studies with emerging technologies to identify accurate predictors of CRF. The assessment and management of CRF should also focus on the above factors, especially the controllable precipitating factors, to improve the quality of life of cancer survivors.
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Affiliation(s)
- Yiming Wang
- School of Nursing, Jilin University, No. 965 Xinjiang Street, Changchun 130021, China; (Y.W.); (L.T.)
| | - Lv Tian
- School of Nursing, Jilin University, No. 965 Xinjiang Street, Changchun 130021, China; (Y.W.); (L.T.)
| | - Xia Liu
- Senior Department of Hematology, The Fifth Medical Center of PLA General Hospital, Beijing 100071, China; (X.L.); (Y.T.); (H.Z.)
| | - Hao Zhang
- Yanda Medical Research Institute, Hebei Yanda Hospital, Sanhe 065201, China;
| | - Yongchun Tang
- Senior Department of Hematology, The Fifth Medical Center of PLA General Hospital, Beijing 100071, China; (X.L.); (Y.T.); (H.Z.)
| | - Hong Zhang
- Senior Department of Hematology, The Fifth Medical Center of PLA General Hospital, Beijing 100071, China; (X.L.); (Y.T.); (H.Z.)
| | - Wenbo Nie
- School of Nursing, Jilin University, No. 965 Xinjiang Street, Changchun 130021, China; (Y.W.); (L.T.)
| | - Lisheng Wang
- School of Nursing, Jilin University, No. 965 Xinjiang Street, Changchun 130021, China; (Y.W.); (L.T.)
- Yanda Medical Research Institute, Hebei Yanda Hospital, Sanhe 065201, China;
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15
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Li D, Huang Q, Zhang W, Yuan C, Wu F. Effects of routine collection of patient-reported outcomes on patient health outcomes in oncology settings: A systematic review. Asia Pac J Oncol Nurs 2023; 10:100297. [PMID: 37885765 PMCID: PMC10597759 DOI: 10.1016/j.apjon.2023.100297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 08/18/2023] [Indexed: 10/28/2023] Open
Abstract
Objective This study aims to investigate the potential benefits of integrating patient-reported outcomes (PROs) into routine clinical practice for patients undergoing active anticancer treatment. Methods We conducted a comprehensive systematic review of randomized controlled trials involving cancer patients undergoing active anticancer treatment, spanning various cancer types and stages. The review covered four electronic databases (Medline, EMBASE, Cochrane Library, and CINAHL) up to September 2022. Key inclusion criteria focused on the incorporation of PROs as a routine intervention. Bias assessment followed the Cochrane collaboration's criteria, while the synthesis of results utilized effect size measurements (Cohen's d). The study adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Results Out of 1549 initially screened records, 16 published randomized controlled trials encompassing 5300 patients met the inclusion criteria. The interventions involved 18 different PROs measurements, with prominent tools being EORTC QLQ-C30 (utilized in four trials) and PRO-CTCAE (utilized in four trials). Measured endpoints included overall quality of life (12 trials), physical health (11 trials), mental health (7 trials), and social health (5 trials). Overall, the study revealed a limited number of statistically significant findings, with predominantly small to moderate effect sizes associated with the interventions. Conclusions The findings suggest that the routine integration of PROs into clinical practice does not yield definitive advantages in terms of PROs. It is apparent that further efforts are necessary to ascertain the impact of these interventions on patient health. Systematic review registration The review protocol was registered on PROSPERO (ID: CRD42022365456).
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Affiliation(s)
- Danyu Li
- School of Nursing, Fudan University, Shanghai, China
| | - Qingmei Huang
- School of Nursing, Fudan University, Shanghai, China
| | - Wen Zhang
- School of Nursing, Fudan University, Shanghai, China
| | | | - Fulei Wu
- School of Nursing, Fudan University, Shanghai, China
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16
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Harper A, Maseja N, Parkinson R, Pakseresht M, McKillop S, Henning JW, Watson L, Cuthbert C, Cheung W, Fidler-Benaoudia MM. Symptom severity and trajectories among adolescent and young adult patients with cancer. JNCI Cancer Spectr 2023; 7:pkad049. [PMID: 37943323 PMCID: PMC10634503 DOI: 10.1093/jncics/pkad049] [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: 04/10/2023] [Revised: 06/28/2023] [Accepted: 07/18/2023] [Indexed: 11/10/2023] Open
Abstract
BACKGROUND Patients with cancer experience significant symptom burden. We investigated symptom severity in adolescents and young adults (18- to 39-year-olds) during the year following a cancer diagnosis and made comparisons with older adult (those older than 40 years of age) patients with cancer. METHODS All Albertan residents diagnosed with a first primary neoplasm at 18 years of age or older between April 1, 2018, and December 31, 2019, and who completed at least 1 electronic patient-reported outcome questionnaire were included. Symptom severity was assessed using the Edmonton Symptom Assessment System-revised. Descriptive statistics, multivariable logistic modeling, and mixed logistic regression modeling were used to describe symptom severity, identify risk factors, and assess symptom trajectories, respectively. RESULTS In total, 473 and 322 adolescents and young adults completed a patient-reported outcomes questionnaire at diagnosis and 1 year after diagnosis, respectively. Adolescent and young adult patients with cancer reported high levels of tiredness, poor well-being, and anxiety. Important risk factors included metastatic disease, female sex, treatment types received, and age at diagnosis. Symptom severity varied by clinical tumor group, with those diagnosed with sarcoma having the worst scores for all symptoms at diagnosis and patients with intrathoracic or endocrine tumors having the worst scores for all symptoms at 1 year after diagnosis. Statistically significant differences in symptom severity over the 1-year period were observed between adolescents and young adults and older adults-specifically, the odds of having moderate to severe symptoms were statistically significantly greater among adolescents and young adults with respect to pain, tiredness, nausea, depression, anxiety, and poor well-being (all P < .01). CONCLUSIONS A substantial proportion of adolescents and young adults experience moderate to severe symptoms during the year following diagnosis. Modifying existing supportive services and developing interventions based on the needs of adolescent and young adult patients with cancer could aid symptom control.
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Affiliation(s)
- Andrew Harper
- Cancer Epidemiology and Prevention Research, Cancer Care Alberta, Alberta Health Services, Calgary, AB, Canada
| | - Nicole Maseja
- Cancer Epidemiology and Prevention Research, Cancer Care Alberta, Alberta Health Services, Calgary, AB, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Reilly Parkinson
- Cancer Epidemiology and Prevention Research, Cancer Care Alberta, Alberta Health Services, Calgary, AB, Canada
| | - Mohammadreza Pakseresht
- Surveillance and Reporting, Cancer Research and Analytics, Cancer Care Alberta, Alberta Health Services, Edmonton, AB, Canada
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, AB, Canada
| | - Sarah McKillop
- Division of Hematology/Oncology, Stollery Children’s Hospital, Edmonton, AB, Canada
- Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Jan-Willem Henning
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Linda Watson
- Faculty of Nursing, University of Calgary, Calgary, AB, Canada
- Applied Research and Patient Experience, Cancer Care Alberta, Alberta Health Services, Calgary, AB, Canada
| | - Colleen Cuthbert
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Faculty of Nursing, University of Calgary, Calgary, AB, Canada
| | - Winson Cheung
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Miranda M Fidler-Benaoudia
- Cancer Epidemiology and Prevention Research, Cancer Care Alberta, Alberta Health Services, Calgary, AB, Canada
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
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17
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Blinder VS, Deal AM, Ginos B, Jansen J, Dueck AC, Mazza GL, Henson S, Carr P, Rogak LJ, Weiss A, Rapperport A, Jonsson M, Spears PA, Cella D, Gany F, Schrag D, Basch E. Financial Toxicity Monitoring in a Randomized Controlled Trial of Patient-Reported Outcomes During Cancer Treatment (Alliance AFT-39). J Clin Oncol 2023; 41:4652-4663. [PMID: 37625107 PMCID: PMC10564309 DOI: 10.1200/jco.22.02834] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 05/12/2023] [Accepted: 07/12/2023] [Indexed: 08/27/2023] Open
Abstract
PURPOSE Financial toxicity (FT) affects 20% of cancer survivors and is associated with poor clinical outcomes. No large-scale programs have been implemented to mitigate FT. We evaluated the effect of monthly FT screening as part of a larger patient-reported outcomes (PROs) digital monitoring intervention. METHODS PRO-TECT (AFT-39) is a cluster-randomized trial of patients undergoing systemic therapy for metastatic cancer. Practices were randomly assigned 1:1 to digital symptom monitoring (PRO practices) or usual care (control practices). Digital monitoring consisted of between-visit online or automated telephone patient surveys about symptoms, functioning, and FT (single-item screening question from Functional Assessment of Chronic Illness Therapy-COmprehensive Score for financial Toxicity) for up to 1 year, with automated alerts sent to practice nurses for concerning survey scores. Clinical team actions in response to alerts were not mandated. The primary outcome of this planned secondary analysis was development or worsening of financial difficulties, assessed via the European Organisation for Research and Treatment of Cancer QLQ-C30 financial difficulties measure, at any time compared with baseline. A randomly selected subset of patients and nurses were interviewed about their experiences with the intervention. RESULTS One thousand one hundred ninety-one patients were enrolled (593 PRO; 598 control) at 52 US community oncology practices. Overall, 30.2% of patients treated at practices that received the FT screening intervention developed, or experienced worsening of, financial difficulties, compared with 39.0% treated at control practices (P = .004). Patients and nurses interviewed stated that FT screening identified patients for financial counseling who otherwise would be reluctant to seek, or unaware of the availability of, assistance. CONCLUSION In this report of a secondary outcome from a randomized clinical trial, FT screening as part of routine digital patient monitoring with PROs reduced the development, or worsening, of financial difficulties among patients undergoing systemic cancer therapy.
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Affiliation(s)
| | - Allison M. Deal
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC
| | - Brenda Ginos
- Alliance Statistics and Data Management Center, Mayo Clinic, Scottsdale, AZ
| | - Jennifer Jansen
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC
| | - Amylou C. Dueck
- Alliance Statistics and Data Management Center, Mayo Clinic, Scottsdale, AZ
| | - Gina L. Mazza
- Alliance Statistics and Data Management Center, Mayo Clinic, Scottsdale, AZ
| | - Sydney Henson
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC
| | - Philip Carr
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC
| | | | - Anna Weiss
- Brigham and Women's Hospital, Boston, MA
| | | | - Mattias Jonsson
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC
| | - Patricia A. Spears
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC
| | - David Cella
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL
| | | | | | - Ethan Basch
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC
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18
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Noel CW, Sutradhar R, Chan WC, Fu R, Philteos J, Forner D, Irish JC, Vigod S, Isenberg-Grzeda E, Coburn NG, Hallet J, Eskander A. Gaps in Depression Symptom Management for Patients With Head and Neck Cancer. Laryngoscope 2023; 133:2638-2646. [PMID: 36748910 DOI: 10.1002/lary.30595] [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: 11/08/2022] [Revised: 12/27/2022] [Accepted: 01/16/2023] [Indexed: 02/08/2023]
Abstract
OBJECTIVE To understand practice patterns and identify care gaps within a large-scale depression screening program for patients with head and neck cancer (HNC). STUDY DESIGN Retrospective cohort study. METHODS This was a population-based study of adults diagnosed with a HNC between January 2007 and October 2020. Each patient was observed from time of first symptom assessment until end of study date, or death. The exposure of interest was a positive depressive symptom screen on the Edmonton Symptom Assessment System (ESAS). Outcomes of interest included psychiatry/psychology assessment, social work referral, or palliative care assessment. Cause specific hazard models with a time-varying exposure were used to investigate the exposure-outcome relationships. RESULTS Of 14,054 patients with HNC, 9016 (64.2%) reported depressive symptoms on at least one ESAS assessment. Within 60 days of first reporting depressive symptoms, 223 (2.7%) received a psychiatry assessment, 646 (7.9%) a social work referral, and 1131 (13.9%) a palliative care assessment. Rates of psychiatry/psychology assessment (HR 3.15 [95% CI 2.67-3.72]), social work referral (HR 1.83 [95% CI 1.64-2.02]), and palliative care assessment (HR 2.34 [95% CI 2.19-2.50]) were higher for those screening positive for depression. Certain patient populations were less likely to receive an assessment including the elderly, rural residents, and those without a prior psychiatric history. CONCLUSION A high proportion of head and neck patients report depressive symptoms, though this triggers a referral in a small number of cases. These data highlight areas for improvement in depression screening care pathways. LEVEL OF EVIDENCE 3 Laryngoscope, 133:2638-2646, 2023.
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Affiliation(s)
- Christopher W Noel
- Department of Otolaryngology-Head and Neck Surgery, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Evaluative Clinical Sciences, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Rinku Sutradhar
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
| | | | - Rui Fu
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Evaluative Clinical Sciences, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Justine Philteos
- Department of Otolaryngology-Head and Neck Surgery, University of Toronto, Toronto, Ontario, Canada
| | - David Forner
- Division of Otolaryngology-Head and Neck Surgery, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Jonathan C Irish
- Department of Otolaryngology-Head and Neck Surgery, University of Toronto, Toronto, Ontario, Canada
- Department of Surgical Oncology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Simone Vigod
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | | | - Natalie G Coburn
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Evaluative Clinical Sciences, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Division of Surgical Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Julie Hallet
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Evaluative Clinical Sciences, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Division of Surgical Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Antoine Eskander
- Department of Otolaryngology-Head and Neck Surgery, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Evaluative Clinical Sciences, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Division of Surgical Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
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19
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Stevens L, Wells-Di Gregorio S, Lopez-Aguiar AG, Khatri R, Ejaz A, Pawlik TM, Scott E, Kale S, Cloyd JM. Patient Experiences After Aborted Cancer Surgery: A Qualitative Study. Ann Surg Oncol 2023; 30:6844-6851. [PMID: 37540329 DOI: 10.1245/s10434-023-14046-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 07/09/2023] [Indexed: 08/05/2023]
Abstract
BACKGROUND Surgical resection is a necessary component of curative-intent treatment for most solid-organ cancers but is occasionally aborted, most often due to occult metastatic disease or unanticipated unresectability. Despite its frequency, little research has been performed on the experiences, care needs, and treatment preferences of patients who experience an aborted cancer surgery. METHODS Semistructured interviews of patients who had previously experienced an aborted cancer surgery were conducted, focusing on their recalled experiences and stated preferences. All interviews were audio recorded, transcribed, and coded by two independent researchers by using NVivo 12. An integrative approach to qualitative analysis was used-both inductive and deductive methods-and iteratively identifying themes until saturation was reached. RESULTS Fifteen patients with an aborted cancer surgery participated in the interviews. Cancer types included pancreatic (n = 9), cholangiocarcinoma (n = 3), hepatocellular carcinoma (n = 1), gallbladder (n = 1), and neuroendocrine (n = 1). The most common reasons for aborting surgery included local tumor unresectability (n = 8) and occult metastatic disease (n = 7). Five subthemes that characterized the patient experience following an aborted cancer surgery emerged, including physical symptoms, emotional responses, impact on social and life factors, coping mechanisms, and support received. CONCLUSIONS This qualitative study characterizes the impact of aborted cancer surgery on multiple domains of quality of life: physical, emotional, social, and existential. These results highlight the importance of developing patient-centered interventions that focus on enhancing quality of life after aborted cancer surgery.
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Affiliation(s)
- Lena Stevens
- Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Sharla Wells-Di Gregorio
- Department of Psychiatry and Behavioral Health, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | | | - Rakhsha Khatri
- Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Aslam Ejaz
- Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Erin Scott
- Division of Palliative Medicine, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Sachin Kale
- Division of Palliative Medicine, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Jordan M Cloyd
- Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, USA.
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20
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Katzel JA, Van Den Eeden SK, Liu R, Leimpeter A, Briones CB, Lewis DL, Lee-Enriquez NM, Patel M, Patel D, Gillis A, Yan J, Kaufman MA, Altschuler A, Shan J, Basch E. Real-World Use of Electronic Patient-Reported Outcome (ePRO) Tools Integrated in the Electronic Medical Record During Radiation Therapy for Head and Neck Cancer: Feasibility Study. Perm J 2023; 27:60-67. [PMID: 37635460 PMCID: PMC10502391 DOI: 10.7812/tpp/23.046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/29/2023]
Abstract
Purpose Use of electronic patient-reported outcome (ePRO) tools in routine oncology practice can be challenging despite evidence showing they can improve survival, improve patient and practitioner satisfaction, and reduce medical resource utilization. Head and neck cancer (HNC) patients receiving radiation therapy (RT) may be a group that would particularly benefit from interventions focused on early symptom management. Methods Patients undergoing definitive RT for HNC were enrolled in a feasibility study and received ePRO surveys integrated within the electronic medical record (EMR) on a weekly basis during RT. After completion of each ePRO survey, a radiation oncology registered nurse documented the findings and subsequent interventions within the EMR. Results Thirty-four patients with HNC who received curative RT at a single center were enrolled. The total number of surveys completed was 194 with a median of 7 surveys per patient (range 1-8). There was a total of 887 individual abnormal findings reported on the ePROs, and the authors found that all 887 had a corresponding documented intervention. Post-treatment practitioner questionnaires highlighted that ePROs were felt to be helpful for the care team in providing care to HNC patients. Conclusion For patients with HNC receiving RT, ePROs can be effectively utilized to address patient symptoms within an integrated health care system. Creating an infrastructure for the use of ePROs integrated within the EMR in routine care requires an approach that accounts for local workflows and buy-in from patients and the entire care team.
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Affiliation(s)
- Jed A Katzel
- Department of Hematology Oncology, The Permanente Medical Group, San Francisco, CA, USA
| | | | - Raymond Liu
- Department of Hematology Oncology, The Permanente Medical Group, San Francisco, CA, USA
| | | | - Cecilia B Briones
- Department of Radiation Oncology, The Permanente Medical Group, South San Francisco, CA, USA
| | - Dionne L Lewis
- Department of Radiation Oncology, The Permanente Medical Group, South San Francisco, CA, USA
| | - Nancy M Lee-Enriquez
- Department of Radiation Oncology, The Permanente Medical Group, South San Francisco, CA, USA
| | - Milan Patel
- Department of Radiation Oncology, The Permanente Medical Group, South San Francisco, CA, USA
| | - Deep Patel
- Department of Radiation Oncology, The Permanente Medical Group, South San Francisco, CA, USA
| | - Amy Gillis
- Department of Radiation Oncology, The Permanente Medical Group, South San Francisco, CA, USA
| | - Jennifer Yan
- Department of Radiation Oncology, The Permanente Medical Group, South San Francisco, CA, USA
| | - Marcy A Kaufman
- Department of Radiation Oncology, The Permanente Medical Group, South San Francisco, CA, USA
| | | | - Jun Shan
- Kaiser Permanente Division of Research, Oakland, CA, USA
| | - Ethan Basch
- University of North Carolina, Chapel Hill, NC, USA
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21
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Zhang T, Wakefield CE, Ren Z, Chen W, Du X, Shi C, Lai L, Zhao C, Gao Y, Chen Z, Zhou Y, Wu T, Cai M. Effects of digital psychological interventions on physical symptoms in cancer patients: A systematic review and meta-analysis. Gen Hosp Psychiatry 2023; 84:47-59. [PMID: 37385139 DOI: 10.1016/j.genhosppsych.2023.05.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 05/12/2023] [Accepted: 05/25/2023] [Indexed: 07/01/2023]
Abstract
PURPOSE This meta-analysis was to assess the efficacy of digital psychological interventions to improve physical symptoms (i.e., fatigue, pain, disturbed sleep, and physical well-being) among cancer patients, as well as to evaluate the variables that possibly moderate intervention effects. METHODS Nine databases were searched for the literature up to February 2023. Two reviewers independently conducted a quality assessment. Effect sizes were reported as the standardized mean difference (Hedge's g) and estimated using a random-effects model. RESULTS The meta-analysis included 44 randomized clinical trials comprising 7200 adults with cancer. Digital psychological interventions were associated with significant improvements in short-term fatigue (g = -0.33; 95% CI, -0.58 to -0.07) and disturbed sleep (g = -0.36; 95% CI, -0.57 to -0.15), but with non-significant changes in pain (g = -0.23; 95% CI, -0.68 to 0.21) and physical well-being (g = 0.31; 95% CI, -0.18 to 0.80). Additionally, no alleviation in long-term physical symptoms was observed. In subgroup analysis, results suggest that the country significantly moderated the effectiveness of digital psychological interventions in alleviating fatigue. CONCLUSIONS Digital psychological interventions can be effective for improving short-term fatigue and disturbed sleep in patients with cancer. Clinicians could consider digital psychological interventions as a possible and efficient addition to better manage some of the physical symptoms during and after cancer treatment.
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Affiliation(s)
- Tao Zhang
- Key Laboratory of Adolescent Cyberpsychology and Behaviour (Ministry of Education), Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, China
| | - Claire Elizabeth Wakefield
- School of Clinical Medicine, UNSW Medicine and Health, Randwick Clinical Campus, Discipline of Paediatrics, UNSW Sydney, Sydney, New South Wales, Australia; Behavioural Sciences Unit, Kids Cancer Centre, Sydney Children's Hospital, Sydney, NSW, Australia
| | - Zhihong Ren
- Key Laboratory of Adolescent Cyberpsychology and Behaviour (Ministry of Education), Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, China.
| | - Wenke Chen
- Key Laboratory of Adolescent Cyberpsychology and Behaviour (Ministry of Education), Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, China
| | - Xiayu Du
- Key Laboratory of Adolescent Cyberpsychology and Behaviour (Ministry of Education), Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, China
| | - Congrong Shi
- Key Laboratory of Adolescent Cyberpsychology and Behaviour (Ministry of Education), Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, China
| | - Lizu Lai
- Key Laboratory of Adolescent Cyberpsychology and Behaviour (Ministry of Education), Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, China
| | - Chunxiao Zhao
- Key Laboratory of Adolescent Cyberpsychology and Behaviour (Ministry of Education), Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, China
| | - Yujun Gao
- Department of Psychiatry, Renmin Hospital of Wuhan University, Wuhan, China
| | - Zhuang Chen
- Key Laboratory of Adolescent Cyberpsychology and Behaviour (Ministry of Education), Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, China
| | - Yubu Zhou
- Key Laboratory of Adolescent Cyberpsychology and Behaviour (Ministry of Education), Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, China
| | - Tong Wu
- Key Laboratory of Adolescent Cyberpsychology and Behaviour (Ministry of Education), Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, China
| | - Manqi Cai
- Key Laboratory of Adolescent Cyberpsychology and Behaviour (Ministry of Education), Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, China
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22
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Meinlschmidt G, Grossert A, Meffert C, Roemmel N, Hess V, Rochlitz C, Pless M, Hunziker S, Wössmer B, Geuter U, Schaefert R. Smartphone-Based Psychotherapeutic Interventions in Blended Care of Cancer Survivors: Nested Randomized Clinical Trial. JMIR Cancer 2023; 9:e38515. [PMID: 37639296 PMCID: PMC10495843 DOI: 10.2196/38515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 03/23/2023] [Accepted: 04/27/2023] [Indexed: 08/29/2023] Open
Abstract
BACKGROUND Cancer is related to not only physical but also mental suffering. Notably, body image disturbances are highly relevant to cancer-related changes often persisting beyond recovery from cancer. Scalable and low-barrier interventions that can be blended with face-to-face psychotherapy for cancer survivors are highly warranted. OBJECTIVE The aim of the study is to investigate whether smartphone-based bodily interventions are more effective to improve the mood of patients with cancer than smartphone-based fairy tale interventions (control intervention). METHODS We recruited patients with cancer in 2 Swiss hospitals and conducted daily, fully automated smartphone-based interventions 6 times a week for 5 consecutive weeks, blended with weekly face-to-face group body psychotherapy. We applied 2 types of smartphone-based interventions using a within-subject design, randomly assigning patients daily to either bodily interventions or fairy tales. Each intervention type was presented 3 times a week. For this secondary analysis, 3-level mixed models were estimated with mood assessed by the 3 Multidimensional Mood Questionnaire subscales for good-bad mood, wakefulness, and calmness as key indicators. In addition, the effects on experience of presence, vitality, and burden assessed with visual analog scales were investigated. RESULTS Based on the data from s=732 interventions performed by 36 participants, good-bad mood improved (β=.27; 95% CI 0.062-0.483), and participants became calmer (β=.98; 95% CI 0.740-1.211) following smartphone-based interventions. Wakefulness did not significantly change from pre- to postsmartphone-based intervention (β=.17; 95% CI -0.081 to 0.412). This was true for both intervention types. There was no interaction effect of intervention type with change in good-bad mood (β=-.01; 95% CI -0.439 to 0.417), calmness (β=.22; 95% CI -0.228 to 0.728), or wakefulness (β=.14; 95% CI -0.354 to 0.644). Experience of presence (β=.34; 95% CI 0.271-0.417) and vitality (β=.35; 95% CI 0.268-0.426) increased from pre- to postsmartphone-based intervention, while experience of burden decreased (β=-0.40; 95% CI -0.481 to 0.311). Again, these effects were present for both intervention types. There were no significant interaction effects of intervention type with pre- to postintervention changes in experience of presence (β=.14; 95% CI -0.104 to 0.384), experience of vitality (β=.06; 95% CI -0.152 to 0.265), and experience of burden (β=-.16; 95% CI -0.358 to 0.017). CONCLUSIONS Our results suggest that both smartphone-based audio-guided bodily interventions and fairy tales have the potential to improve the mood of cancer survivors. TRIAL REGISTRATION ClinicalTrials.gov NCT03707548; https://clinicaltrials.gov/study/NCT03707548. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.1186/s40359-019-0357-1.
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Affiliation(s)
- Gunther Meinlschmidt
- Department of Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
- Faculty of Medicine, University of Basel, Basel, Switzerland
- Department of Digital and Blended Psychosomatics and Psychotherapy, Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
- Division of Clinical Psychology and Cognitive Behavioral Therapy, International Psychoanalytic University Berlin, Berlin, Germany
| | - Astrid Grossert
- Department of Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
- Department of Medical Oncology, University Hospital Basel, Basel, Switzerland
- Division of Clinical Psychology and Psychotherapy, Department of Psychology, University of Basel, Basel, Switzerland
- Medical Center of Oncology and Hematology, Department of Psycho-Oncology, Cantonal Hospital Baselland, Liestal, Switzerland
| | - Cornelia Meffert
- Department of Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
| | - Noa Roemmel
- Department of Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
- Faculty of Medicine, University of Basel, Basel, Switzerland
- Department of Digital and Blended Psychosomatics and Psychotherapy, Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
| | - Viviane Hess
- Faculty of Medicine, University of Basel, Basel, Switzerland
- Department of Medical Oncology, University Hospital Basel, Basel, Switzerland
| | - Christoph Rochlitz
- Faculty of Medicine, University of Basel, Basel, Switzerland
- Department of Medical Oncology, University Hospital Basel, Basel, Switzerland
| | - Miklos Pless
- Department of Medical Oncology, Winterthur Cantonal Hospital, Winterthur, Switzerland
| | - Sabina Hunziker
- Department of Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
- Faculty of Medicine, University of Basel, Basel, Switzerland
| | | | - Ulfried Geuter
- Institute for Sports and Motology, University of Marburg, Marburg, Germany
| | - Rainer Schaefert
- Department of Psychosomatic Medicine, University Hospital Basel, Basel, Switzerland
- Faculty of Medicine, University of Basel, Basel, Switzerland
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23
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Johannessen MS, Miaskowski C, Kleven AG, Ritchie CS, Paul SM, Grov EK, Hareide M, Gaudernack H, Utne I. Age-related differences in the occurrence, severity, and distress of symptoms in older patients at the initiation of chemotherapy. BMC Geriatr 2023; 23:481. [PMID: 37558973 PMCID: PMC10413597 DOI: 10.1186/s12877-023-04198-1] [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: 02/24/2023] [Accepted: 07/26/2023] [Indexed: 08/11/2023] Open
Abstract
BACKGROUND Evaluate for differences in occurrence, severity, and distress ratings for 32 symptoms between younger older adults (YOA, < 70 years) and older adults (OA, ≥ 70 years) at initiation of chemotherapy. METHODS Patients (n = 125) were recruited prior to the initiation of chemotherapy and completed the Memorial Symptom Assessment Scale. Differences in occurrence, severity, and distress ratings were evaluated using Independent sample t-tests and Chi-square or Fisher's exact tests. RESULTS On average, the older patients reported ten concurrent symptoms that equates with a moderate symptom burden. Symptoms with the highest occurrence rates were not always the most severe and/or the most distressing. Few age-related differences were found in patients' symptom experiences. When age-related differences were identified, OA reported lower occurrence, severity, and distress ratings. Nine of the ten symptoms with highest occurrence rates were common for both age groups. For severity and distress, only half of the symptoms were common. In terms of severity and distress, all of the top ten ranked symptoms were in the moderate to severe range. CONCLUSIONS Both YOA and OA reported a moderate symptom burden and severity and distress scores in the moderate to severe range. The symptoms with the highest occurrence rates were not always the most severe/or the most distressing. Our findings suggest that different dimensions of the symptom experience (i.e., occurrence, severity, and distress) warrant evaluation in older oncology patients.
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Affiliation(s)
- Marlen Sunde Johannessen
- Department of Health Promotion, Faculty of Health Sciences, Oslo Metropolitan University, Pilestredet 32, 0166, Oslo, Norway
| | | | - Anne Grethe Kleven
- Department of Health Promotion, Faculty of Health Sciences, Oslo Metropolitan University, Pilestredet 32, 0166, Oslo, Norway
| | | | - Steven M Paul
- School of Nursing, University of California, San Francisco, CA, USA
| | - Ellen Karine Grov
- Department of Health Promotion, Faculty of Health Sciences, Oslo Metropolitan University, Pilestredet 32, 0166, Oslo, Norway
| | - Martine Hareide
- Department of Health Promotion, Faculty of Health Sciences, Oslo Metropolitan University, Pilestredet 32, 0166, Oslo, Norway
| | - Henrik Gaudernack
- Department of Health Promotion, Faculty of Health Sciences, Oslo Metropolitan University, Pilestredet 32, 0166, Oslo, Norway
| | - Inger Utne
- Department of Health Promotion, Faculty of Health Sciences, Oslo Metropolitan University, Pilestredet 32, 0166, Oslo, Norway.
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24
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Basch E. Digital therapeutics for remote symptom monitoring and management in cancer care: the current and future state. Ann Oncol 2023; 34:635-637. [PMID: 37423674 DOI: 10.1016/j.annonc.2023.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 06/15/2023] [Indexed: 07/11/2023] Open
Affiliation(s)
- E Basch
- Division of Oncology, University of North Carolina, Chapel Hill, USA.
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25
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Iivanainen S, Ravichandra R, Jekunen A, Arokoski R, Mentu S, Lang L, Ekström J, Virtanen H, Kataja V, Koivunen JP. ePRO symptom follow-up of colorectal cancer patients receiving oxaliplatin-based adjuvant chemotherapy is feasible and enhances the quality of patient care: a prospective multicenter study. J Cancer Res Clin Oncol 2023; 149:6875-6882. [PMID: 36809503 PMCID: PMC10374742 DOI: 10.1007/s00432-023-04622-4] [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: 11/09/2022] [Accepted: 01/27/2023] [Indexed: 02/23/2023]
Abstract
PURPOSE Electronic (e) patient-reported outcomes (PROs) have been shown to improve the quality of life and survival in chemotherapy treated advanced cancer patients. We hypothesized that multidimensional ePRO centered approach could improve symptom management, streamline patient flow, and optimize the use of healthcare resources. METHODS In this multicenter trial (NCT04081558), colorectal cancer (CRC) patients receiving oxaliplatin-based chemotherapy as adjuvant or in the first- or second-line setting in advanced disease were included in the prospective ePRO cohort, while a comparative retrospective cohort was collected from the same institutes. The investigated tool consisted of a weekly e-symptom questionnaire integrated to an urgency algorithm and laboratory value interface, which generated semi-automated decision support for chemotherapy cycle prescription and individualized symptom management. RESULTS Recruitment to the ePRO cohort occurred 1/2019-1/2021 (n = 43). The comparator group (n = 194) consisted of patients treated in the same institutes 1-7/2017. The analysis was limited to adjuvant treated (n = 36 and n = 35). The feasibility of the ePRO follow-up was good with 98% reporting easy usage and 86% improved care, while health care personnel valued the easy use and logical workflow. In the ePRO cohort, 42% needed a phone call before planned chemotherapy cycles, while this was 100% in the retrospective cohort (p = 1.4e-8). Peripheral sensory neuropathy was detected significantly earlier with ePRO followed (p = 1e-5) but did not translate to earlier dose reduction, delays, or unplanned therapy termination compared to the retrospective cohort. CONCLUSION The results suggest that the investigated approach is feasible and streamlines workflow. Earlier symptom detection may improve the quality in cancer care.
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Affiliation(s)
- Sanna Iivanainen
- Department of Oncology and Radiotherapy, Oulu University Hospital and MRC Oulu, P.B. 22, 90029 Oulu, Finland
| | - Ravi Ravichandra
- Department of Oncology and Radiotherapy, Vaasa Central Hospital, Vaasa, Finland
| | - Antti Jekunen
- Department of Oncology and Radiotherapy, Vaasa Central Hospital, Vaasa, Finland
- Department of Oncology and Radiotherapy, Turku University Hospital, Turku, Finland
| | | | | | | | | | | | | | - Jussi P. Koivunen
- Department of Oncology and Radiotherapy, Oulu University Hospital and MRC Oulu, P.B. 22, 90029 Oulu, Finland
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Howell D, Bryant Lukosius D, Avery J, Santaguida A, Powis M, Papadakos T, Addario V, Lovas M, Kukreti V, Haase K, Mayo SJ, Papadakos J, Moradian S, Krzyzanowska MK. A Web-Based Cancer Self-Management Program (I-Can Manage) Targeting Treatment Toxicities and Health Behaviors: Human-Centered Co-design Approach and Cognitive Think-Aloud Usability Testing. JMIR Cancer 2023; 9:e44914. [PMID: 37477968 PMCID: PMC10403801 DOI: 10.2196/44914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 03/26/2023] [Accepted: 05/23/2023] [Indexed: 07/22/2023] Open
Abstract
BACKGROUND Patients with cancer require adequate preparation in self-management of treatment toxicities to reduce morbidity that can be achieved through well-designed digital technologies that are developed in co-design with patients and end users. OBJECTIVE We undertook a user-centered co-design process in partnership with patients and other knowledge end users to develop and iteratively test an evidence-based and theoretically informed web-based cancer self-management program (I-Can Manage). The specific study aims addressed in 2 phases were to (1) identify from the perspective of patients with cancer and clinicians the desired content, features, and functionalities for an online self-management education and support (SMES) program to enable patient self-management of treatment toxicities (phase 1); (2) develop the SMES prototype based on human-centered, health literate design principles and co-design processes; and (3) evaluate usability of the I-Can Manage prototype through user-centered testing (phase 2). METHODS We developed the I-Can Manage program using multiperspective data sources and based on humanistic and co-design principles with end users engaged through 5 phases of development. We recruited adult patients with lung, colorectal, and lymphoma cancer receiving systemic treatments from ambulatory clinics in 2 regional cancer programs for the qualitative inquiry phase. The design of the program was informed by data from qualitative interviews and focus groups, persona and journey mapping, theoretical underpinnings of social cognitive learning theory, and formalized usability testing using a cognitive think-aloud process and user satisfaction survey. A co-design team comprising key stakeholders (human design experts, patients/caregiver, clinicians, knowledge end users, and e-learning and digital design experts) was involved in the developmental process. We used a cognitive think-aloud process to test usability and participants completed the Post-Study System Usability Questionnaire (PSSUQ). RESULTS In the initial qualitative inquiry phase, 16 patients participated in interviews and 19 clinicians participated in interviews or focus groups and 12 key stakeholders participated in a persona journey mapping workshop to inform development of the program prototype. The I-Can Manage program integrates evidence-based information and strategies for the self-management of treatment toxicities and health-promoting behaviors in 6 e-learning modules (lay termed "chapters"), starting with an orientation to self-management. Behavioral exercises, patient written and video stories, downloadable learning resources, and online completion of goals and action plans were integrated across chapters. Patient participants (n=5) with different cancers, gender, and age worked through the program in the human factors laboratory using a cognitive think-aloud process and all key stakeholders reviewed each chapter of the program and approved revisions. Results of the PSSUQ (mean total score: 3.75) completed following the cognitive think-aloud process (n=5) suggest patient satisfaction with the usability of I-Can Manage. CONCLUSIONS The I-Can Manage program has the potential for activating patients in self-management of cancer and treatment toxicities but requires testing in a larger randomized controlled trial.
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Affiliation(s)
- Doris Howell
- Department of Supportive Care, Princess Margaret Cancer Research Institute, Toronto, ON, Canada
| | - Denise Bryant Lukosius
- School of Nursing, McMaster University, Hamilton, ON, Canada
- Department of Medical Oncology, Juravinski Cancer Centre, Hamilton, ON, Canada
| | - Jonathan Avery
- School of Nursing, University of British Columbia, Vancouver, ON, Canada
| | - Athina Santaguida
- Ontario College of Art and Design, University of Toronto, Toronto, ON, Canada
| | - Melanie Powis
- Faculty of Nursing, University of Toronto, Toronto, ON, Canada
| | - Tina Papadakos
- Faculty of Nursing, University of Toronto, Toronto, ON, Canada
| | | | - Mike Lovas
- Faculty of Nursing, University of Toronto, Toronto, ON, Canada
| | - Vishal Kukreti
- Faculty of Nursing, University of Toronto, Toronto, ON, Canada
| | - Kristen Haase
- School of Nursing, University of British Columbia, Vancouver, ON, Canada
| | - Samantha J Mayo
- Faculty of Nursing, University of Toronto, Toronto, ON, Canada
| | - Janet Papadakos
- Faculty of Nursing, University of Toronto, Toronto, ON, Canada
| | - Saeed Moradian
- Faculty of Nursing, York University, Toronto, ON, Canada
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Basch E, Dueck AC, Mitchell SA, Mamon H, Weiser M, Saltz L, Gollub M, Rogak L, Ginos B, Mazza GL, Colgrove B, Chang G, Minasian L, Denicoff A, Thanarajasingam G, Musher B, George T, Venook A, Farma J, O'Reilly E, Meyerhardt JA, Shi Q, Schrag D. Patient-Reported Outcomes During and After Treatment for Locally Advanced Rectal Cancer in the PROSPECT Trial (Alliance N1048). J Clin Oncol 2023; 41:3724-3734. [PMID: 37270691 PMCID: PMC10351948 DOI: 10.1200/jco.23.00903] [Citation(s) in RCA: 32] [Impact Index Per Article: 32.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 05/04/2023] [Accepted: 05/05/2023] [Indexed: 06/05/2023] Open
Abstract
PURPOSE The standard of care for locally advanced rectal cancer in North America is neoadjuvant pelvic chemoradiation with fluorouracil (5FUCRT). Neoadjuvant chemotherapy with fluorouracil and oxaliplatin (FOLFOX) is an alternative that may spare patients the morbidity of radiation. Understanding the relative patient experiences with these options is necessary to inform treatment decisions. METHODS PROSPECT was a multicenter, unblinded, noninferiority, randomized trial of neoadjuvant FOLFOX versus 5FUCRT, which enrolled adults with rectal cancer clinically staged as T2N+, cT3N-, or cT3N+ who were candidates for sphincter-sparing surgery. Neoadjuvant FOLFOX was given in six cycles over 12 weeks, followed by surgery. Neoadjuvant 5FUCRT was delivered in 28 fractions over 5.5 weeks, followed by surgery. Adjuvant chemotherapy was suggested but not mandated in both groups. Enrolled patients were asked to provide patient-reported outcomes (PROs) at baseline, during neoadjuvant treatment, and at 12 months after surgery. PROs included 14 symptoms from the National Cancer Institute's Patient-Reported Outcomes version of the Common Terminology Criteria for Adverse Events (PRO-CTCAE). Additional PRO instruments measured bowel, bladder, sexual function, and health-related quality of life (HRQL). RESULTS From June 2012 to December 2018, 1,194 patients were randomly assigned, 1,128 initiated treatment, and 940 contributed PRO-CTCAE data (493 FOLFOX; 447 5FUCRT). During neoadjuvant treatment, patients reported significantly lower rates of diarrhea and better overall bowel function with FOLFOX while anxiety, appetite loss, constipation, depression, dysphagia, dyspnea, edema, fatigue, mucositis, nausea, neuropathy, and vomiting were lower with 5FUCRT (all multiplicity adjusted P < .05). At 12 months after surgery, patients randomly assigned to FOLFOX reported significantly lower rates of fatigue and neuropathy and better sexual function versus 5FUCRT (all multiplicity adjusted P < .05). Neither bladder function nor HRQL differed between groups at any time point. CONCLUSION For patients with locally advanced rectal cancer choosing between neoadjuvant FOLFOX and 5FUCRT, the distinctive PRO profiles inform treatment selection and shared decision making.
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Affiliation(s)
- Ethan Basch
- Division of Oncology, University of North Carolina, Chapel Hill, NC
| | - Amylou C. Dueck
- Alliance Statistics and Data Management Center, Mayo Clinic, Scottsdale, AZ
| | | | - Harvey Mamon
- Department of Radiation Oncology, Brigham and Women's Hospital, Boston, MA
| | - Martin Weiser
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Leonard Saltz
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Marc Gollub
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Lauren Rogak
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Brenda Ginos
- Alliance Statistics and Data Management Center, Mayo Clinic, Scottsdale, AZ
| | - Gina L. Mazza
- Alliance Statistics and Data Management Center, Mayo Clinic, Scottsdale, AZ
| | - Brian Colgrove
- Alliance Statistics and Data Management Center, Mayo Clinic, Rochester, MN
| | - George Chang
- Department of Colon and Rectal Surgery, MD Anderson Cancer Center, Houston, TX
| | | | | | | | - Benjamin Musher
- The Southwest Oncology Group (SWOG), Department of Medicine, Baylor College of Medicine, Houston, TX
| | - Thomas George
- NRG Oncology, University of Florida Health Cancer Center, Gainesville, FL
| | - Alan Venook
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA
| | - Jeffrey Farma
- Department of Surgical Oncology, Fox Chase Cancer Center, Philadelphia, PA
| | - Eileen O'Reilly
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Qian Shi
- Alliance Statistics and Data Management Center, Mayo Clinic, Rochester, MN
| | - Deborah Schrag
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
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Günther M, Hentschel L, Schuler M, Müller T, Schütte K, Ko YD, Schmidt-Wolf I, Jaehde U. Developing tumor-specific PRO-CTCAE item sets: analysis of a cross-sectional survey in three German outpatient cancer centers. BMC Cancer 2023; 23:629. [PMID: 37407982 DOI: 10.1186/s12885-023-11115-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Accepted: 06/26/2023] [Indexed: 07/07/2023] Open
Abstract
BACKGROUND To include the patient perspective in the assessment of adverse events in oncology, a patient-reported outcomes (PRO) version of the Common Terminology Criteria for Adverse Events (CTCAE) was developed by the US National Cancer Institute, the so called PRO-CTCAE. The objective of this study was the development of disease-specific PRO-CTCAE item sets for patients with breast cancer (BC), multiple myeloma (MM), and prostate cancer (PC). METHODS The cross-sectional survey was conducted at three German outpatient cancer centers. Prevalence and importance of the 78 PRO-CTCAE symptoms were assessed using a patient questionnaire. To select the most relevant PRO-CTCAE items for each tumor entity, symptoms were ranked based on patient answers. RESULTS 101 patients with BC, 107 with MM, and 66 with PC participated. The final item sets contained 21 symptoms (BC) or 19 symptoms (MM and PC), respectively. Eight symptoms (fatigue, muscle pain, insomnia, joint pain, general pain, dizziness, shortness of breath, and swelling) were represented in all three item sets. Fatigue was the symptom with the highest ranking across item sets followed by insomnia. Symptoms with the highest rankings represented in only one item set were symptoms affecting the urogenital system in the PC item set, blurred vision in the BC item set, and decreased appetite in the MM item set. CONCLUSIONS Individual PRO-CTCAE item sets for a German patient population were developed for the three tumor entities on the basis of patients' differences in symptom profiles and perceptions. The quality and psychometric criteria of the newly compiled item sets should be evaluated in validation studies.
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Affiliation(s)
- Maximilian Günther
- Institute of Pharmacy, Department of Clinical Pharmacy, University of Bonn, An der Immenburg 4, 53121, Bonn, Germany
| | - Leopold Hentschel
- National Center for Tumor Diseases (NCT/UCC), University Hospital Carl Gustav Carus, Dresden, Germany
| | - Markus Schuler
- Clinic and Polyclinic for Internal Medicine, University Hospital Carl Gustav Carus, Technical University Dresden, Dresden, Germany
| | - Theresa Müller
- National Center for Tumor Diseases (NCT/UCC), University Hospital Carl Gustav Carus, Dresden, Germany
| | - Katharina Schütte
- National Center for Tumor Diseases (NCT/UCC), University Hospital Carl Gustav Carus, Dresden, Germany
| | - Yon-Dschun Ko
- Department of Internal Medicine, Johanniter Hospital, Bonn, Germany
| | - Ingo Schmidt-Wolf
- Department of Integrated Oncology, CIO Bonn, University Hospital, Bonn, Germany
| | - Ulrich Jaehde
- Institute of Pharmacy, Department of Clinical Pharmacy, University of Bonn, An der Immenburg 4, 53121, Bonn, Germany.
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Lee MK, Basch E, Mitchell SA, Minasian LM, Langlais BT, Thanarajasingam G, Ginos BF, Rogak LJ, Mendoza TR, Bennett AV, Schrag D, Mazza GL, Dueck AC. Reliability and validity of PRO-CTCAE® daily reporting with a 24-hour recall period. Qual Life Res 2023; 32:2047-2058. [PMID: 36897529 PMCID: PMC10241696 DOI: 10.1007/s11136-023-03374-5] [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] [Accepted: 02/10/2023] [Indexed: 03/11/2023]
Abstract
PURPOSE The standard recall period for the patient-reported outcomes version of the common terminology criteria for adverse events (PRO-CTCAE®) is the past 7 days, but there are contexts where a 24-hour recall may be desirable. The purpose of this analysis was to investigate the reliability and validity of a subset of PRO-CTCAE items captured using a 24-hour recall. METHODS 27 PRO-CTCAE items representing 14 symptomatic adverse events (AEs) were collected using both a 24-hour recall (24 h) and the standard 7 day recall (7d) in a sample of patients receiving active cancer treatment (n = 113). Using data captured with a PRO-CTCAE-24h on days 6 and 7, and 20 and 21, we computed intra-class correlation coefficients (ICC); an ICC ≥ 0.70 was interpreted as demonstrating high test-retest reliability. Correlations between PRO-CTCAE-24h items on day 7 and conceptually relevant EORTC QLQ-C30 domains were examined. In responsiveness analysis, patients were deemed changed if they had a one-point or greater change in the corresponding PRO-CTCAE-7d item (from week 0 to week 1). RESULTS PRO-CTCAE-24h captured on two consecutive days demonstrated that 21 of 27 items (78%) had ICCs ≥ 0.70 (day 6/7 median ICC 0.76), (day 20/21 median ICC 0.84). Median correlation between attributes within a common AE was 0.75, and the median correlation between conceptually relevant EORTC QLQ-C30 domains and PRO-CTCAE-24 h items captured on day 7 was 0.44. In the analysis of responsiveness to change, the median standardized response mean (SRM) for patients with improvement was - 0.52 and that for patients with worsening was 0.71. CONCLUSION A 24-hour recall period for PRO-CTCAE items has acceptable measurement properties and can inform day-to-day variations in symptomatic AEs when daily PRO-CTCAE administration is implemented in a clinical trial.
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Affiliation(s)
- M K Lee
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA.
| | - E Basch
- UNC Lineberger Comprehensive Cancer Center, Chapel Hill, NC, USA
| | | | | | - B T Langlais
- Department of Quantitative Health Sciences, Mayo Clinic, Scottsdale, AZ, USA
| | | | - B F Ginos
- Department of Quantitative Health Sciences, Mayo Clinic, Scottsdale, AZ, USA
| | - L J Rogak
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - A V Bennett
- UNC Lineberger Comprehensive Cancer Center, Chapel Hill, NC, USA
| | - D Schrag
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - G L Mazza
- Department of Quantitative Health Sciences, Mayo Clinic, Scottsdale, AZ, USA
| | - A C Dueck
- Department of Quantitative Health Sciences, Mayo Clinic, Scottsdale, AZ, USA
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Mitchell CJ, Althouse A, Feldman R, Arnold RM, Rosenzweig M, Smith K, Chu E, White D, Smith T, Schenker Y. Symptom Burden and Shared Care Planning in an Oncology Nurse-Led Primary Palliative Care Intervention (CONNECT) for Patients with Advanced Cancer. J Palliat Med 2023; 26:667-673. [PMID: 36472545 PMCID: PMC10150730 DOI: 10.1089/jpm.2022.0277] [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] [Accepted: 10/26/2022] [Indexed: 12/12/2022] Open
Abstract
Purpose: Primary palliative care (PPC) interventions are needed to address unmet symptom needs within standard oncology care. We designed an oncology nurse-led PPC intervention using shared care planning to facilitate patient engagement. This analysis examines the prevalence and severity of symptoms reported by patients and how symptoms were addressed on shared care plans (SCPs). Methods: Secondary analysis of a cluster randomized PPC intervention trial. Adult patients with metastatic solid tumors whose oncologist "would not be surprised if the patient died within a year" were included. Twenty-three oncology nurses received PPC training and conducted up to three monthly visits with patients. Symptom prevalence and severity were assessed before each visit using the Edmonton Symptom Assessment Scale (ESAS). Nurses collaboratively developed treatment strategies with patients, targeting the most bothersome symptoms for improvement. Results: Among 571 nurse-led PPC visits with 235 patients, the most prevalent and severe symptoms were tiredness (reported at 86% of visits; ESAS ≥4 in 55% of visits), low sense of wellbeing (78%; ESAS ≥4 in 38%), and poor appetite (69%; ESAS ≥4 in 42%). Moderately severe symptoms were addressed on SCPs ranging from 4% (drowsiness) to 35% (tiredness) of the time. Symptom management plans developed by PPC-trained oncology nurses primarily focused on nonpharmaceutical interventions (70%) compared with pharmaceutical interventions (30%). Conclusion: The symptoms that patients report most frequently and as most severe on SCPs were addressed less frequently than expected. Further research is needed to understand how PPC interventions can be designed to more effectively target and improve bothersome symptoms for patients with advanced cancer. Clinical Trial Registration: ClinicalTrials.gov identifier: NCT02712229.
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Affiliation(s)
- Chandler J. Mitchell
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Andrew Althouse
- Division of General Internal Medicine, Section of Palliative Care and Medical Ethics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Robert Feldman
- Division of General Internal Medicine, Section of Palliative Care and Medical Ethics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Robert M. Arnold
- Division of General Internal Medicine, Section of Palliative Care and Medical Ethics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Palliative Research Center, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Margaret Rosenzweig
- Palliative Research Center, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- University of Pittsburgh School of Nursing, Pittsburgh, Pennsylvania, USA
| | - Kenneth Smith
- Division of General Internal Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Edward Chu
- Albert Einstein Cancer Center, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Doug White
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Tom Smith
- Division of General Internal Medicine, Section of Palliative Medicine, Johns Hopkins University School of Medicine and Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland, USA
| | - Yael Schenker
- Division of General Internal Medicine, Section of Palliative Care and Medical Ethics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Palliative Research Center, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Huang MY, Weng CS, Kuo HL, Su YC. Using a chatbot to reduce emergency department visits and unscheduled hospitalizations among patients with gynecologic malignancies during chemotherapy: A retrospective cohort study. Heliyon 2023; 9:e15798. [PMID: 37206031 PMCID: PMC10189172 DOI: 10.1016/j.heliyon.2023.e15798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 04/13/2023] [Accepted: 04/21/2023] [Indexed: 05/21/2023] Open
Abstract
Background A chatbot is an automatic text-messaging tool that creates a dynamic interaction and simulates a human conversation through text or voice via smartphones or computers. A chatbot could be an effective solution for cancer patients' follow-up during treatment, and could save time for healthcare providers. Objective We conducted a retrospective cohort study to evaluate whether a chatbot-based collection of patient-reported symptoms during chemotherapy, with automated alerts to clinicians, could decrease emergency department (ED) visits and hospitalizations. A control group received usual care. Methods Self-reporting symptoms were communicated via the chatbot, a Facebook Messenger-based interface for patients with gynecologic malignancies. The chatbot included questions about common symptoms experienced during chemotherapy. Patients could also use the text-messaging feature to speak directly to the chatbot, and all reported outcomes were monitored by a cancer manager. The primary and secondary outcomes of the study were emergency department visits and unscheduled hospitalizations after initiation of chemotherapy after diagnosis of gynecologic malignancies. Multivariate Poisson regression models were applied to assess the adjusted incidence rate ratios (aIRRs) for chatbot use for ED visits and unscheduled hospitalizations after controlling for age, cancer stage, type of malignancy, diabetes, hypertension, chronic renal insufficiency, and coronary heart disease. Result Twenty patients were included in the chatbot group, and 43 in the usual-care group. Significantly lower aIRRs for chatbot use for ED visits (0.27; 95% CI 0.11-0.65; p = 0.003) and unscheduled hospitalizations (0.31; 95% CI 0.11-0.88; p = 0.028) were noted. Patients using the chatbot approach had lower aIRRs of ED visits and unscheduled hospitalizations compared to usual-care patients. Conclusions The chatbot was helpful for reducing ED visits and unscheduled hospitalizations in patients with gynecologic malignancies who were receiving chemotherapy. These findings are valuable for inspiring the future design of digital health interventions for cancer patients.
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Affiliation(s)
- Ming-Yuan Huang
- Department of Emergency, Mackay Memorial Hospital, Taipei, Taiwan
- Department of Medicine, MacKay Medical College, New Taipei City, Taiwan
| | - Chia-Sui Weng
- Department of Obstetrics and Gynecology, MacKay Memorial Hospital, Taipei, Taiwan
| | - Hsiao-Li Kuo
- Department of Obstetrics and Gynecology, MacKay Memorial Hospital, Taipei, Taiwan
- School of Nursing, Chang Gung University, New Taipei City, Taiwan
| | - Yung-Cheng Su
- Department of Emergency Medicine, Ditmanson Medical Foundation Chia-Yi Christian Hospital, Chiayi City, Taiwan
- Corresponding author.
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McClintock SM, Dail RB, Howe-Martin L, Mann T, Bailey DE. Assessing Depressive Symptoms in Patients With Cancer Treated With Interleukin-2: A Comparison of 2 Measures. Cancer Nurs 2023; 46:E146-E158. [PMID: 35089873 PMCID: PMC9325919 DOI: 10.1097/ncc.0000000000001056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND High-dose interleukin-2 is a therapy available for individuals with renal cell carcinoma; however, it can produce adverse effects, specifically depressive symptoms. There is limited information regarding the trajectory of depressive symptoms and measurement-based care assessment of depressive symptoms. OBJECTIVE The purpose was to describe the trajectory of depressive symptoms and compare 2 depression measures. METHODS A descriptive, mixed-method case study approach was used to describe the longitudinal trajectory of depressive symptoms The qualitative assessment included a journal entry and an interview. The quantitative depression symptom severity measures included the 8-item self-report Patient-Reported Outcomes Measurement Information System Depression and the 30-item Inventory of Depressive Symptomatology-Clinician Rated (IDS-C). RESULTS Ten cases were enrolled. The maximum number of interleukin-2 doses that any patient received within a single hospitalization ranged from 4 to 12. Mean scores on the 8-item Patient-Reported Outcomes Measurement Information System Depression showed no changes in depressive symptoms from pretreatment to posttreatment, nor across hospitalizations. Mean total scores on the IDS-C increased from "normal" to "mild severity" depressive symptom range across all treatment cycles, suggesting transient depressive symptoms within hospitalizations. Qualitative data from the case supported the IDS-C increase, suggesting that the patient developed depressive symptoms pretreatment to posttreatment. CONCLUSIONS Understanding the trajectory of depressive symptoms allows for the identification of critical time points when depressive symptoms present and change across treatment. It is critical to use measurement-based care using validated measures to assess for the presence and changes in depressive symptoms. IMPLICATIONS FOR PRACTICE Validated self-report or clinician-rated depression symptom measures should be used to document the presence or absence of depressive symptoms in this population.
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Affiliation(s)
- Shawn M. McClintock
- Division of Psychology, Department of Psychiatry, UT Southwestern Medical Center
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine
| | | | - Laura Howe-Martin
- Division of Psychology, Department of Psychiatry, UT Southwestern Medical Center
- Moncrief Cancer Institute, UT Southwestern Medical Center
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Gupta S, Li Q, Nathan PC, D'Agostino N, Baxter NN, Fox C, Chalifour K, Coburn N, Sutradhar R. Prevalence, severity, and predictors of symptom burden among adolescents and young adults with cancer. Cancer Med 2023. [DOI: 10.1002/cam4.5837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 02/23/2023] [Accepted: 03/12/2023] [Indexed: 03/29/2023] Open
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Cai T, Zhou T, Chen J, Huang Q, Yuan C, Wu F. Identification of age differences in cancer-related symptoms in women undergoing chemotherapy for breast cancer in China. BMC Womens Health 2023; 23:100. [PMID: 36899332 PMCID: PMC9999666 DOI: 10.1186/s12905-023-02256-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Accepted: 03/03/2023] [Indexed: 03/12/2023] Open
Abstract
BACKGROUND Both contextual and cancer-related factors could be identified as causes of the interindividual variability observed for symptoms experienced during breast cancer treatment with chemotherapy. Understanding age differences and the predictors of latent class memberships for symptom heterogeneity could contribute to personalized interventions. This study aimed to identify the role of age differences on cancer-related symptoms in women undergoing chemotherapy for breast cancer in China. METHODS A cross‑sectional survey was conducted among patients with breast cancer in three tertiary hospitals in central China between August 2020 to December 2021. The outcomes of this study included sociodemographic and clinical characteristics, Patient-Reported Outcomes Measurement Information System (PROMIS)-57 and PROMIS-cognitive function short form scores. RESULTS A total of 761 patients were included, with a mean age of 48.5 (SD = 11.8). Similar scores were observed across age groups for all symptoms except for fatigue and sleep disturbance domains. The most central symptoms varied among each group, and were fatigue, depression, and pain interference for the young-aged, middle-aged, and elderly-aged groups, respectively. In the young-aged group, patients without health insurance (OR = 0.30, P = 0.048) and in the fourth round of chemotherapy or above (OR = 0.33, P = 0.005) were more likely to belong to low symptom classes. In the middle-aged group, patients in menopause (OR = 3.58, P = 0.001) were more likely to belong to high symptom classes. In the elderly-aged group, patients with complications (OR = 7.40, P = 0.003) tended to belong to the high anxiety, depression, and pain interference classes. CONCLUSIONS Findings from this study indicated that there is age-specific heterogeneity of symptoms present for Chinese women being treated for breast cancer with chemotherapy. Tailored intervention should consider the impact of age to reduce patients' symptom burdens.
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Affiliation(s)
- Tingting Cai
- School of Nursing, Fudan University, 305 Fenglin Road, Shanghai, 200032, China
| | - Tingting Zhou
- School of Nursing, Fudan University, 305 Fenglin Road, Shanghai, 200032, China
| | - Jialin Chen
- School of Nursing, Fudan University, 305 Fenglin Road, Shanghai, 200032, China
| | - Qingmei Huang
- School of Nursing, Fudan University, 305 Fenglin Road, Shanghai, 200032, China
| | - Changrong Yuan
- School of Nursing, Fudan University, 305 Fenglin Road, Shanghai, 200032, China
| | - Fulei Wu
- School of Nursing, Fudan University, 305 Fenglin Road, Shanghai, 200032, China.
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35
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Badger TA, Segrin C, Crane TE, Chalasani P, Arslan W, Hadeed M, Sikorskii A. Social Determinants of Health and Symptom Burden During Cancer Treatment. Nurs Res 2023; 72:103-113. [PMID: 36729777 PMCID: PMC9991997 DOI: 10.1097/nnr.0000000000000636] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
BACKGROUND Cancer survivors (defined as individuals from diagnosis to the end of life) in treatment experience multiple physical and psychological symptoms (e.g., fatigue, pain, depression, anxiety, disturbed sleep) that influence their well-being and treatment outcomes. Underrepresented cancer survivors may disproportionately experience greater symptom burden (number of symptoms, symptom severity, depression, anxiety). OBJECTIVES The aim of this study was to examine the relationships of social determinants of health, including age, ethnicity, education, income and whether income meets the survivor's needs, neighborhood (rural vs. urban), access to healthcare (e.g., insurance), and social isolation, with symptom burden in cancer survivors. METHODS This secondary analysis included baseline data from 400 cancer survivors of solid tumor cancers undergoing chemotherapy or targeted therapy who participated in a larger randomized trial of symptom management interventions. Symptom burden was measured by the Center for Epidemiological Studies-Depression scale for depression and Patient-Reported Outcomes Measurement Information System scores for anxiety and social isolation, summed severity index of 16 symptoms from the General Symptom Distress Scale, and the total number of symptoms. Self-reported comorbid conditions were measured using the Bayliss tool. General linear models were used to relate symptom measures (one at a time) to age, number of comorbid conditions, level of education, marital status, income meeting needs, and size of metropolitan neighborhood. Additional covariates included site of cancer, its treatment, and whether the cancer was metastatic. RESULTS Non-Hispanic White survivors ( n = 191) were older and had more comorbid conditions, a higher proportion of metastatic cancers, and higher levels of education and income compared with Hispanic survivors ( n = 168) and non-Hispanic survivors of other races ( n = 41). Compared with the other two groups, Hispanic survivors had the lowest rate of health insurance availability, and non-Hispanic survivors of other races had the lowest social isolation. Age, number of comorbid conditions, and social isolation were significantly associated with number of symptoms, symptom severity, and depression. Age and social isolation were associated with anxiety. In addition, the symptom severity of non-Hispanic White survivors was lower than that of Hispanic survivors and non-Hispanic survivors of other races. DISCUSSION These findings highlight the health disparities in symptom burden experienced among cancer survivors when considering their social determinants of health. Assessing these may help clinicians address health disparities in cancer care.
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Cuthbert CA, O'Sullivan DE, Boyne DJ, Brenner DR, Cheung WY. Patient-Reported Symptom Burden and Supportive Care Needs of Patients With Stage II-III Colorectal Cancer During and After Adjuvant Systemic Treatment: A Real-World Evidence Study. JCO Oncol Pract 2023; 19:e377-e388. [PMID: 36608313 DOI: 10.1200/op.22.00462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
PURPOSE Patients with colorectal cancer (CRC) experience a range of physical and psychologic symptoms, and supportive care needs throughout the illness trajectory. We used patient-reported outcomes and administrative health data to describe symptom burden and supportive care needs during and after adjuvant treatment and determine factors associated with changes to symptom burden. METHODS A retrospective population-based cohort study of patients who were newly diagnosed with stage II-III CRC in Alberta, Canada, between January 1, 2016, and January 31, 2019. Adults age 18 years or older who completed a patient-reported outcomes survey (Edmonton Symptom Assessment System) and supportive care needs (Canadian Problem Checklist) within 3 months after starting adjuvant treatment (during treatment) and > 7 months after starting treatment (after treatment) were included. Changes to symptom severity were stratified as stable, improved, or deteriorated. Multivariable logistic regression was used to evaluate factors associated with these changes. RESULTS We included 303 patients (median age 60 years, 62% male, 84.5% stage III, 51.2% rectal v colon). Prevalent symptoms included tiredness (80.5%), pain (50.8%), and poor well-being (50%) during treatment, and tiredness (71.3%), pain (44.2%), and poor well-being (62.1%) after treatment. The results were heterogeneous with respect to improvements, stability, or deterioration. Pain worsened for 25% of the cohort, tiredness for 28%, and depression, anxiety, and well-being for 21%, 22%, and 31%, respectively. Deterioration of some symptoms was associated with older age, stage II, comorbidities, rural setting, and higher income. CONCLUSION We demonstrated symptom severity was generally low and most symptoms remained stable or improved after treatment. Particular groups of patients were at greater risk for more severe and/or more persistent symptoms. Ongoing assessments and interventions to address physical and psychologic symptoms, and supportive care needs in patients with CRC during and after treatment are needed.
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Affiliation(s)
- Colleen A Cuthbert
- Faculty of Nursing, University of Calgary, Calgary, Alberta, Canada.,Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Dylan E O'Sullivan
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Devon J Boyne
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Darren R Brenner
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Winson Y Cheung
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Alberta Health Services, Cancer Care, Edmonton, Alberta, Canada
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Farrell MM, Jiang C, Moss G, Daly B, Weinstein E, Kemmann M, Gupta M, Lee RT. Associations between symptoms with healthcare utilization and death in advanced cancer patients. Support Care Cancer 2023; 31:183. [PMID: 36821057 PMCID: PMC9950186 DOI: 10.1007/s00520-023-07618-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 01/29/2023] [Indexed: 02/24/2023]
Abstract
INTRODUCTION There is limited data about assessments that are associated with increased utilization of medical services among advanced oncology patients (AOPs). We aimed to identify factors related to healthcare utilization and death in AOP. METHODS AOPs at a comprehensive cancer center were enrolled in a Center for Medicare and Medicaid Innovation program. Participants completed the Edmonton Symptom Assessment Scale (ESAS) and the Functional Assessment of Cancer Therapy-General (FACT-G) scale. We examined factors associated with palliative care (PC), acute care (AC), emergency room (ER), hospital admissions (HA), and death. RESULTS In all, 817 AOPs were included in these analyses with a median age of 69. They were generally female (58.7%), white (61.4%), stage IV (51.6%), and represented common cancers (31.5% GI, 25.2% thoracic, 14.3% gynecologic). ESAS pain, anxiety, and total score were related to more PC visits (B=0.31, 95% CI [0.21, 0.40], p<0.001; B=0.24 [0.12, 0.36], p<0.001; and B=0.038 [0.02, 0.06], p=0.001, respectively). Total FACT-G score and physical subscale were related to total PC visits (B=-0.021 [-0.037, -0.006], p=0.008 and B=-0.181 [-0.246, -0.117], p<0.001, respectively). Lower FACT-G social subscale scores were related to more ER visits (B=-0.03 [-0.53, -0.004], p=0.024), while increased tiredness was associated with fewer AC visits (B=-0.039 [-0.073, -0.006], p=0.023). Higher total ESAS scores were related to death within 30 days (OR=0.87 [0.76, 0.98], p=0.027). CONCLUSIONS The ESAS and FACT-G assessments were linked to PC and AC visits and death. These assessments may be useful for identifying AOPs that would benefit from routine PC.
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Affiliation(s)
- Megan M Farrell
- Case Western Reserve University School of Medicine, 21300 Cornell Rd, Cleveland, OH, 44106, USA
| | - Cherry Jiang
- Case Western Reserve University School of Medicine, 21300 Cornell Rd, Cleveland, OH, 44106, USA
| | - Gabriel Moss
- Case Western Reserve University School of Medicine, 21300 Cornell Rd, Cleveland, OH, 44106, USA
| | - Barbara Daly
- Case Western Reserve University School of Medicine, 21300 Cornell Rd, Cleveland, OH, 44106, USA
| | - Elizabeth Weinstein
- Case Western Reserve University School of Medicine, 21300 Cornell Rd, Cleveland, OH, 44106, USA.,University Hospitals, 11100 Euclid Ave, Cleveland, OH, 44106, USA.,Cleveland Clinic, 9500 Euclid Ave, Cleveland, OH, 44195, USA
| | - Matthew Kemmann
- University Hospitals, 11100 Euclid Ave, Cleveland, OH, 44106, USA
| | - Mona Gupta
- Case Western Reserve University School of Medicine, 21300 Cornell Rd, Cleveland, OH, 44106, USA.,University Hospitals, 11100 Euclid Ave, Cleveland, OH, 44106, USA
| | - Richard T Lee
- Case Western Reserve University School of Medicine, 21300 Cornell Rd, Cleveland, OH, 44106, USA. .,University Hospitals, 11100 Euclid Ave, Cleveland, OH, 44106, USA. .,City of Hope Comprehensive Cancer Center, Duarte, CA, USA.
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Basch E, Rocque G, Mody G, Mullangi S, Patt D. Tenets for Implementing Electronic Patient-Reported Outcomes for Remote Symptom Monitoring During Cancer Treatment. JCO Clin Cancer Inform 2023; 7:e2200187. [PMID: 36857630 DOI: 10.1200/cci.22.00187] [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: 12/03/2022] [Revised: 01/09/2023] [Accepted: 01/17/2023] [Indexed: 03/03/2023] Open
Abstract
PURPOSE Symptoms are common in patients receiving systemic treatment for metastatic cancer. Monitoring patients with electronic patient-reported outcomes (ePROs) detects severe and worsening symptoms early, enabling care teams to intervene and prevent downstream complications and thereby improving outcomes. The Centers for Medicare & Medicaid Services will require patient-reported outcome (PRO) monitoring in the upcoming Enhancing Oncology Model, and many practices will likely attempt to implement PROs in patient care for the first time. METHODS To assist practices with the design and implementation of ePRO remote symptom monitoring programs, tenets were drawn from prior ePRO program experiences and research. RESULTS Successful implementation requires a quality improvement approach to change management with attention to software functionality, measured outcomes, personnel deployment, leadership and culture, workflow, equity, and patient engagement. Specific approaches in each of these areas can optimize program participation and effectiveness. Continuous program monitoring to identify and address barriers is essential to success. Initial challenges with personnel acceptance and patient participation are common and can be overcome by using these tenets. CONCLUSION Remote symptom monitoring with ePROs is a key component of quality cancer care and population health management that requires organizational commitment and a deliberate approach by practices using established tenets to assure successful implementation.
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Affiliation(s)
- Ethan Basch
- University of North Carolina, Chapel Hill, NC
| | | | - Gita Mody
- University of North Carolina, Chapel Hill, NC
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Blumenthaler AN, Bruera E, Badgwell BD. Palliative and Supportive Care Consultation for Patients With Malignant Gastrointestinal Obstruction is Associated With Broad Interdisciplinary Management. Ann Surg 2023; 277:284-290. [PMID: 36745760 PMCID: PMC9902762 DOI: 10.1097/sla.0000000000004974] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE The aim of this study was to assess rates of palliative care (PC) involvement in the care of patients with malignant gastrointestinal obstruction (GIO) and its influence on interdisciplinary team involvement. BACKGROUND Malignant GIO is an advanced oncologic diagnosis with associated poor prognosis. Data regarding PC and interdisciplinary team involvement in these patients is lacking. METHODS We identified consecutive surgical consultations for GIO in cancer patients at a single institution from August 2017 to July 2019. Clinical characteristics were collected. Rates of PC consultation, ACP discussion, code status change to do not resuscitate, and interdisciplinary service consultation were evaluated. RESULTS We identified 200 patients with consultations for GIO, of whom 114 (57%) had malignant GIO and were included in our study. Of these patients, 95 (83%) had stage IV disease; 68 (60%) had peritoneal metastasis, and 70 (61%) had other intra-abdominal recurrence or metastasis. PC consultation was obtained in 69 patients (61%). PC consultation was associated with higher rates of ACP discussion (64% vs 29%; P < 0.001), code status change to do not resuscitate (30% vs 2%; P < 0.001), nonsurgical procedure (46% vs 11%; P < 0.001), discharge to hospice (30% vs 7%; P < 0.001), and involvement of spiritual care (48% vs 22%; P = 0.01), social work (77% vs 42%, P < 0.001), psychology/psychiatry (42% vs 4%, P < 0.001), nutrition (86% vs 62%, P = 0.006), physical therapy (54% vs 31%, P = 0.02), and occupational therapy (42% vs 16%, P = 0.004). CONCLUSIONS PC consultation benefits patients with malignant GIO by facilitating comprehensive interdisciplinary care, ACP discussions, and transition to hospice care, where appropriate. Diagnosis of malignant GIO should be a trigger for PC consultation or, in facilities with limited PC resources, consideration of deliberately broad interdisciplinary consultation.
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Affiliation(s)
- Alisa N. Blumenthaler
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston,
TX
| | - Eduardo Bruera
- Department of Palliative, Rehabilitation and Integrative
Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Brian D. Badgwell
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston,
TX
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Watson L, Qi S, Link C, DeIure A, Afzal A, Barbera L. Patient-Reported Symptom Complexity and Acute Care Utilization Among Patients With Cancer: A Population-Based Study Using a Novel Symptom Complexity Algorithm and Observational Data. J Natl Compr Canc Netw 2023; 21:173-180. [PMID: 36791760 DOI: 10.6004/jnccn.2022.7087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 10/13/2022] [Indexed: 02/17/2023]
Abstract
BACKGROUND Patients with cancer in Canada are often effectively managed in ambulatory settings; however, patients with unmanaged or complex symptoms may turn to the emergency department (ED) for additional support. These unplanned visits can be costly to the healthcare system and distressing for patients. This study used a novel patient-reported outcomes (PROs)-derived symptom complexity algorithm to understand characteristics of patients who use acute care, which may help clinicians identify patients who would benefit from additional support. PATIENTS AND METHODS This retrospective observational cohort study used population-based linked administrative healthcare data. All patients with cancer in Alberta, Canada, who completed at least one PRO symptom-reporting questionnaire between October 1, 2019, and April 1, 2020, were included. The algorithm used ratings of 9 symptoms to assign a complexity score of low, medium, or high. Multivariable binary logistic regressions were used to evaluate factors associated with a higher likelihood of having an ED visit or hospital admission (HA) within 7 days of completing a PRO questionnaire. RESULTS Of the 29,133 patients in the cohort, 738 had an ED visit and 452 had an HA within 7 days of completing the PRO questionnaire. Patients with high symptom complexity had significantly higher odds of having an ED visit (OR, 3.10; 95% CI, 2.59-3.70) or HA (OR, 4.20; 95% CI, 3.36-5.26) compared with low complexity patients, controlling for demographic covariates. CONCLUSIONS Given that patients with higher symptom complexity scores were more likely to use acute care, clinicians should monitor these more complex patients closely, because they may benefit from additional support or symptom management in ambulatory settings. A symptom complexity algorithm can help clinicians easily identify patients who may require additional support. Using an algorithm to guide care can enhance patient experiences, while reducing use of acute care services and the accompanying cost and burden.
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Affiliation(s)
- Linda Watson
- Cancer Care Alberta, Alberta Health Services, Calgary, Alberta, Canada.,Faculty of Nursing, University of Calgary, Calgary, Alberta, Canada
| | - Siwei Qi
- Cancer Care Alberta, Alberta Health Services, Calgary, Alberta, Canada
| | - Claire Link
- Cancer Care Alberta, Alberta Health Services, Calgary, Alberta, Canada
| | - Andrea DeIure
- Cancer Care Alberta, Alberta Health Services, Calgary, Alberta, Canada
| | - Arfan Afzal
- Cancer Care Alberta, Alberta Health Services, Calgary, Alberta, Canada
| | - Lisa Barbera
- Cancer Care Alberta, Alberta Health Services, Calgary, Alberta, Canada.,Department of Oncology, University of Calgary, Calgary, Alberta, Canada
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Chen L, Bartel C, Cai X, Cheng Y, Perer A, McClaine S, Kairis E, Durica K, Huang W, Low CA. Patient and Provider Perspectives on Symptom Monitoring during Outpatient Chemotherapy: Interview Study (Preprint). JMIR Form Res 2023; 7:e46001. [PMID: 37067857 PMCID: PMC10131985 DOI: 10.2196/46001] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 03/24/2023] [Accepted: 03/27/2023] [Indexed: 03/29/2023] Open
Abstract
BACKGROUND Fluctuating symptoms and side effects are common during outpatient cancer treatment, and approaches to monitoring symptoms vary widely across providers, patients, and clinical settings. To design a remote symptom monitoring system that patients and providers find to be useful, it may be helpful to understand current clinical approaches to monitoring and managing chemotherapy-related symptoms among patients and providers and assess how more frequent and systematic assessment and sharing of data could improve patient and provider experiences. OBJECTIVE The goals of this study were to learn about patient and provider perspectives on monitoring symptoms during chemotherapy, understand barriers and challenges to effective symptom monitoring at one institution, and explore the potential value of remote symptom monitoring between provider visits. METHODS A total of 15 patients who were currently undergoing or had recently completed chemotherapy and 7 oncology providers participated in semistructured interviews. Interviews were transcribed and coded using an iterative thematic analysis approach. The study was conducted at a National Cancer Institute-Designated Comprehensive Cancer Center. RESULTS Four main themes were discussed by patients and providers: (1) asynchronous nature of current methods for tracking and managing symptoms, (2) variability in reported symptoms due to patient factors, (3) limitations of existing communication channels, and (4) potential value of real-time remote symptom monitoring during chemotherapy. Current asynchronous methods and existing communication channels resulted in a disconnect between when symptoms are most severe and when conversations about symptoms happen, a situation further complicated by memory impairments during chemotherapy. Patients and providers both highlighted improvements in patient-provider communication as a potential benefit of remote real-time symptom monitoring. Providers also emphasized the value of temporal data regarding when symptoms first emerge and how they progress over time, as well as the potential value of concurrent activity or other data about daily activities and functioning. Patients noted that symptom monitoring could result in better preparation for subsequent treatment cycles. CONCLUSIONS Both patients and providers highlighted significant challenges of asynchronous, patient-initiated, phone-dependent symptom monitoring and management. Oncology patients and providers reported that more routine remote monitoring of symptoms between visits could improve patient-provider communication, prepare patients for subsequent chemotherapy cycles, and facilitate provider insight and clinical decision-making with regard to symptom management.
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Affiliation(s)
- Leeann Chen
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Christianna Bartel
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Xinlu Cai
- Human-Computer Interaction Institute, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Yanghuidi Cheng
- Human-Computer Interaction Institute, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Adam Perer
- Human-Computer Interaction Institute, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Sean McClaine
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Elizabeth Kairis
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Krina Durica
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Weiyu Huang
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Carissa A Low
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
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Development and external validation of a machine learning-based prediction model for the cancer-related fatigue diagnostic screening in adult cancer patients: a cross-sectional study in China. Support Care Cancer 2023; 31:106. [PMID: 36625943 DOI: 10.1007/s00520-022-07570-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 12/30/2022] [Indexed: 01/11/2023]
Abstract
PURPOSE Cancer-related fatigue (CRF) is the most common symptom in cancer patients and may interfere with patients' daily activities and decrease survival rate. However, the etiology of CRF has not been identified. Diagnosing CRF is challenging. Thus, our study aimed to develop a CRF prediction model in cancer patients, using data that healthcare professionals routinely obtained from electronic health records (EHRs) based on the 3P model and externally validate this model in an independent dataset collected from another hospital. METHODS Between April 2022 and September 2022, a cross-sectional study was conducted on adult cancer patients at two first-class tertiary hospitals in China. Data that healthcare professionals routinely obtained from electronic health records (EHRs) based on the 3P model were collected. The outcome measure was according to ICD-10 diagnostic criteria for CRF. Data from one hospital (n = 305) were used for model development and internal validation. An independent data set from another hospital (n = 260) was utilized for external validation. logistic regression, random forest (RF), Naive Bayes (NB), and extreme gradient boosting (XGBoost) were constructed and compared. The model performance was evaluated in terms of both discrimination and calibration. RESULTS The prevalence of CRF in the two centers was 57.9% and 56.1%, respectively. The Random Forest model achieved the highest AUC of 0.86 among the four types of classifiers in the internal validation. The AUC of RF and NB were above 0.7 in the external validation, suggesting that the models also have an acceptable generalization ability. CONCLUSIONS The incidence of CRF remains high and deserves more attention. The fatigue prediction model based on the 3P theory can accurately predict the risk of CRF. Nonlinear algorithms such as Random Forest and Naive Bayes are more suitable for diagnosing and evaluating symptoms.
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Yu H, Liu C, Chen B, Zhai J, Ba D, Zhu Z, Li N, Loh P, Chen A, Wang B, Guo Y, Liu Y, Chen Z. The clinical efficacy and safety of acupuncture intervention on cancer-related insomnia: A systematic review and meta-analysis. Front Neurosci 2022; 16:1026759. [PMID: 36590284 PMCID: PMC9799057 DOI: 10.3389/fnins.2022.1026759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 11/09/2022] [Indexed: 12/23/2022] Open
Abstract
Objective To evaluate the efficacy and safety of acupuncture in treating symptoms for Cancer-related Insomnia(CRI) patients. Methods Seven databases were searched from the time of database establishment to 31 March 2022. Randomized Controlled Trials (RCTs) on acupuncture intervention for CRI were collected. Literature screening and data extraction were performed independently by two researchers. Meta-analysis was performed using RevMan 5.4 software. Results A total of 13 articles with 1,109 participants were included. Five hundred and seventeen in the treatment group and 592 in the control group. Ten of the RCTs used the PSQI rating scale and four randomized controlled trials used the ISI rating scale, and the PSQI and ISI were analyzed together as continuous data. The results of the meta-analysis were: MD = -1.83, 95%CI = [-2.71, -0.94], P < 0.0001, indicating a significant improvement in PSQI scores in patients with CRI by acupuncture intervention; MD = 0.79, 95%CI = [-0.46, 2.03], P = 0.22. Acupuncture was not statistically significant on ISI scores for patients with CRI compared to controls, which does not yet indicate that acupuncture is effective for symptoms in patients with CRI. The results of the meta-analysis of the other 4 items using sleep disorder logs as efficacy analysis data were as follow, relative risk RR = 0.47, 95%CI = [0.33, 0.66], P < 0.0001. The difference was statistically significant, indicating that acupuncture can improve the symptoms of CRI patients compared to control group. Conclusion Acupuncture can improve the symptoms of patients with CRI to some extent, but due to the relatively small number and low quality of the included literature in this study, more high-quality clinical trials are needed as supplement the evidences in future. Systematic review registration https://www.crd.york.ac.uk/prospero/.
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Affiliation(s)
- HaiXin Yu
- Department of Acu-moxibustion and Tuina, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - CaiYun Liu
- Department of Acu-moxibustion and Tuina, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Bo Chen
- Department of Acu-moxibustion and Tuina, Tianjin University of Traditional Chinese Medicine, Tianjin, China,Acupuncture Research Center, Tianjin University of Traditional Chinese Medicine, Tianjin, China,*Correspondence: Bo Chen
| | - JingBo Zhai
- Evidence-Based Medicine Center, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - DongSheng Ba
- Department of Acu-moxibustion and Tuina, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Zheng Zhu
- Department of Acu-moxibustion and Tuina, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - NingCen Li
- Department of Acu-moxibustion and Tuina, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - PeiYong Loh
- Department of Acu-moxibustion and Tuina, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - AoXiang Chen
- National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Bin Wang
- National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Yi Guo
- Department of Acu-moxibustion and Tuina, Tianjin University of Traditional Chinese Medicine, Tianjin, China,Acupuncture Research Center, Tianjin University of Traditional Chinese Medicine, Tianjin, China,Yi Guo
| | - YangYang Liu
- Department of Acu-moxibustion and Tuina, Tianjin University of Traditional Chinese Medicine, Tianjin, China,Acupuncture Research Center, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - ZeLin Chen
- Department of Acu-moxibustion and Tuina, Tianjin University of Traditional Chinese Medicine, Tianjin, China,Acupuncture Research Center, Tianjin University of Traditional Chinese Medicine, Tianjin, China
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Cherny NI, Parrinello CM, Kwiatkowsky L, Hunnicutt J, Beck T, Schaefer E, Thurow T, Kolodziej M. Feasibility of Large-Scale Implementation of an Electronic Patient-Reported Outcome Remote Monitoring System for Patients on Active Treatment at a Community Cancer Center. JCO Oncol Pract 2022; 18:e1918-e1926. [PMID: 36240475 PMCID: PMC9750604 DOI: 10.1200/op.22.00180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
PURPOSE The use of digital symptom monitoring with patient-reported outcomes (PROs) has been shown to improve patient outcomes. The evidence of benefit has been largely derived from research studies. The feasibility of adopting this technology in the real-world setting is unknown. METHODS We report on the clinical implementation of a proprietary electronic patient-reported outcome (ePRO)-based digital symptom monitoring platform at the Highlands Oncology Group practice, a large community oncology practice. We present here our experience with patient enrollment, engagement, and retention; reasons for discontinued use; proportion of reports generating alerts and containing severe symptoms; and the responses to alerts including nursing telephone consultations and urgent office visits. RESULTS Over an approximately 17-month period, 923 patients were successfully enrolled. Patients enrolled from June 20, 2020, through November 30, 2021, with follow-up through February 28, 2022. Retention rates at 3, 6, 9, and 12 months were 94%, 88%, 73%, and 67%, respectively, with greater retention at 12 months in patients age 65 years or older. Few patients discontinued use for reasons related to the platform (n = 47; 5%). Of the 25,311 ePRO reports submitted, 49% (n = 12,334) exceeded the predefined alert thresholds and 8% (n = 1,920) included severe symptoms. The nursing team responded within 24 hours by telephone to 31.2% (n = 3,910) of all reports with alerts. Of reports with severe symptoms, 72.7% (n = 1,395) received a call. Only 6.4% (n = 249) of phone calls required an office evaluation within 72 hours of the report. CONCLUSION This single-center experience indicates that an ePRO-based digital symptom monitoring platform can be effectively implemented at a large scale with a high level of long-term patient engagement. Most reports could be effectively resolved by nurses, and physician intervention was infrequently required.
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Affiliation(s)
| | | | | | | | | | | | | | - Michael Kolodziej
- Canopy, New York, New York,Michael Kolodziej, MD, 166 Kaydeross Park Rd, Saratoga Springs, NY 12866-8704; e-mail:
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Steen-Olsen EB, Pappot H, Green A, Langberg H, Holländer-Mieritz C. Feasibility of Monitoring Patients Who Have Cancer With a Smart T-shirt: Protocol for the OncoSmartShirt Study. JMIR Res Protoc 2022; 11:e37626. [PMID: 36190744 PMCID: PMC9577710 DOI: 10.2196/37626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 08/04/2022] [Accepted: 08/08/2022] [Indexed: 11/25/2022] Open
Abstract
Background Studies have shown that there may be dissimilar perceptions on symptoms or side effects between patients with cancer and health care professionals. This may lead to symptomatic patients notifying the clinic irregularly or not telling the clinic at all. Wearables could help identify symptoms earlier. Patients with low socioeconomic status and less self-awareness of their health may benefit from this. A new design of wearables is a smart t-shirt that, with embedded sensors, provides measurement flows such as electrocardiogram, thoracic and abdominal respiration, and temperature. Objective This study evaluates the feasibility of using a smart t-shirt for home monitoring of biometric sensor data in adolescent and young adult and elderly patients during cancer treatment. Methods The OncoSmartShirt study is an explorative study investigating the feasibility of using the Chronolife smart t-shirt during cancer treatment. This smart t-shirt is designed with multiple fully embedded sensors and electrodes that engender 6 different measurement flows continuously. A total of 20 Danish patients with cancer ≥18 years old in antineoplastic treatment at Department of Oncology Rigshospitalet Denmark will be recruited from all cancer wards, whether patients are in curative or palliative care. Of these 20 patients, 10 (50%) will be <39 years old, defined as adolescent and young adult, and 10 (50%) will be patients >65 years old, defined as elderly. Consenting patients will be asked to wear a smart t-shirt daily for 2 weeks during their treatment course. Results The primary outcome is to determine if it is feasible to wear a smart t-shirt throughout the day (preferably 8 hours per day) for 2 weeks. Inclusion of patients started in March 2022. Conclusions The study will assess the feasibility of using the Chronolife smart t-shirt for home monitoring of vital parameters in patients with cancer during their treatment and bring new insights into how wearables and biometric data can be used as part of symptom or side-effect recognition in patients with cancer during treatment, with the aim to increase patients’ quality of life. Trial Registration ClinicalTrials.gov NCT05235594; https://beta.clinicaltrials.gov/study/NCT05235594 International Registered Report Identifier (IRRID) PRR1-10.2196/37626
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Affiliation(s)
- Emma Balch Steen-Olsen
- Department of Oncology, Rigshospitalet, University Hospital of Copenhagen, Copenhagen Ø, Denmark
| | - Helle Pappot
- Department of Oncology, Rigshospitalet, University Hospital of Copenhagen, Copenhagen Ø, Denmark
| | - Allan Green
- Knowledge Center of Telemedicine, Region Hovedstaden, Hillerød, Denmark
| | - Henning Langberg
- Department of Innovation, Rigshospitalet, University Hospital of Copenhagen, Copenhagen Ø, Denmark
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Ma TM, Yang T, Philipson R, Kishan AU, Lee P, Raldow AC. Web-Based Symptom Monitoring With Patient-Reported Outcomes During Definitive Radiation Therapy With Chemotherapy (SYMPATHY): A Prospective Single-Center Phase 1 Study. Adv Radiat Oncol 2022. [DOI: 10.1016/j.adro.2022.101073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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Philteos J, Noel CW, Hallet J, Eskander A. Mental health considerations in patients undergoing complex head and neck reconstruction. Curr Opin Otolaryngol Head Neck Surg 2022; 30:380-383. [PMID: 35924661 DOI: 10.1097/moo.0000000000000827] [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
PURPOSE OF REVIEW To summarize recent advances in the psycho-oncology literature, with a focus on findings relevant to the head and neck cancer patient. RECENT FINDINGS Patients with cancer are at an increased risk of suicide and self-harm. Head and neck cancer patients are among the highest risk compared with other cancer patients. Unique challenges pertaining to disfigurement and voicelessness may, in part, explain these observations. Patient-reported outcome measures can be used to help identify high-risk patients. SUMMARY Psychosocial support needs are highest for head and neck cancer patients. Patient-reported outcome measures should be integrated within clinical workflows to identify high-risk patients.
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Affiliation(s)
- Justine Philteos
- Department of Otolaryngology-Head and Neck Surgery, Sunnybrook Health Sciences Centre and Michael Garron Hospital
| | - Christopher W Noel
- Department of Otolaryngology-Head and Neck Surgery, Sunnybrook Health Sciences Centre and Michael Garron Hospital.,Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto
| | - Jullie Hallet
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto.,Division of Surgical Oncology, Odette Cancer Centre-Sunnybrook Health Sciences Centre, Toronto, Ontario.,Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Antoine Eskander
- Department of Otolaryngology-Head and Neck Surgery, Sunnybrook Health Sciences Centre and Michael Garron Hospital.,Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto
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Changes in Patient-Reported Health Status in Advanced Cancer Patients from a Symptom Management Clinic: A Longitudinal Study Conducted in China. JOURNAL OF ONCOLOGY 2022; 2022:7531545. [PMID: 36157227 PMCID: PMC9507686 DOI: 10.1155/2022/7531545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 08/04/2022] [Accepted: 08/20/2022] [Indexed: 11/17/2022]
Abstract
Objectives. The integration of patient-reported health status has been increasingly emphasised for delivering high-quality care to advanced cancer patients. This research is designed to track health status changes over time in Chinese advanced cancer patients to explore the risk factors affecting their health status. Methods. Advanced cancer patients were recruited from Peking University Cancer Hospital. An electronic patient-reported outcome (ePRO) system with validated measurements was used to collect the data. ANOVA, the chi-square test, the nonparametric Kruskal–Wallis H test, and generalized estimating equation (GEE) analysis were used for the data analysis. Results. One hundred and three patients completed a baseline survey (T = 0) and two follow-up surveys (T1 = 14 days, T2 = 28 days). Chi-square test results indicate a significant decrease in the percentage of patients reporting moderate or severe difficulty experienced by patients in terms of mobility, pain/discomfort, and anxiety/depression. However, there is a significant increase in the percentage of patients reporting moderate or severe difficulty in self-care and usual activities. Scores on the visual analogue scale in the EQ-5D-5L instrument (EQ-VAS) are associated with patients’ income, and the degree of moderate or severe anxiety/depression is found to be associated with employment status. The GEE results show that pain, loss of appetite, poor walking status effected by symptoms, depression, and anxiety has worsened the health status. Conclusions. The health status of Chinese advanced cancer patients under ePRO follow-up in China significantly improves in the physical and psychological dimensions, accompanied by a decrease in usual activities and self-care. Routine screening and rational supportive care are recommended in oncology for cancer care. Based on the rational application of ePRO, longitudinal studies exploring the potential mechanisms of health status changing would provide more beneficial guidance for improving the quality of life in patients with advanced cancer.
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Huang Y, Upadhyay U, Dhar E, Kuo LJ, Syed-Abdul S. A Scoping Review to Assess Adherence to and Clinical Outcomes of Wearable Devices in the Cancer Population. Cancers (Basel) 2022; 14:cancers14184437. [PMID: 36139602 PMCID: PMC9496886 DOI: 10.3390/cancers14184437] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 09/06/2022] [Accepted: 09/08/2022] [Indexed: 11/20/2022] Open
Abstract
Simple Summary The use of wearable devices in clinical care is gaining popularity among cancer patients. The COVID-19 pandemic highlighted the value of wearable devices for monitoring health. Wearable devices are used to record and monitor real-time data like physical activity, sleep metrics, and heart rate variables. The use of wearable devices can directly impact clinical decision-making. There are few pieces of evidence that prove that wearable could improve the quality of patient care while reducing the cost of care, such as remote health monitoring. The generated big data by the wearable device is both a challenge and an opportunity. Researchers can apply artificial intelligence and machine learning techniques to improve wearable devices and their usage among cancer patients. In this scoping review, we assessed the adherence to clinical outcomes of wrist-worn wearable devices in the cancer population. Abstract The use of wearable devices (WDs) in healthcare monitoring and management has attracted increasing attention. A major problem is patients’ adherence and acceptance of WDs given that they are already experiencing a disease burden and treatment side effects. This scoping review explored the use of wrist-worn devices in the cancer population, with a special focus on adherence and clinical outcomes. Relevant articles focusing on the use of WDs in cancer care management were retrieved from PubMed, Scopus, and Embase from 1 January 2017 to 3 March 2022. Studies were independently screened and relevant information was extracted. We identified 752 studies, of which 38 met our inclusion criteria. Studies focused on mixed, breast, colorectal, lung, gastric, urothelial, skin, liver, and blood cancers. Adherence to WDs varied from 60% to 100%. The highest adherence was reported in the 12-week studies. Most studies focused on physical activity, sleep analysis, and heart vital signs. Of the 10 studies that described patient-reported outcomes using questionnaires and personal interviews, 8 indicated a positive correlation between the patient-reported and wearable outcomes. The definitions of the outcome measures and adherence varied across the studies. A better understanding of the intervention standards in terms of the clinical outcomes could improve adherence to wearables.
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Affiliation(s)
- Yaoru Huang
- Department of Radiation Oncology, Taipei Medical University Hospital, Taipei 110, Taiwan
- Graduate Institute of Biomedical Materials and Tissue Engineering, College of Biomedical Engineering, Taipei Medical University, Taipei 110, Taiwan
| | - Umashankar Upadhyay
- Graduate Institute of Biomedical Informatics, College of Medical Sciences and Technology, Taipei Medical University, Taipei 106, Taiwan
- International Center for Health Information Technology, College of Medical Science and Technology, Taipei Medical University, Taipei 106, Taiwan
| | - Eshita Dhar
- Graduate Institute of Biomedical Informatics, College of Medical Sciences and Technology, Taipei Medical University, Taipei 106, Taiwan
- International Center for Health Information Technology, College of Medical Science and Technology, Taipei Medical University, Taipei 106, Taiwan
| | - Li-Jen Kuo
- Division of Colorectal Surgery, Department of Surgery, Taipei Medical University Hospital, Taipei 110, Taiwan
- Department of Surgery, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
| | - Shabbir Syed-Abdul
- Graduate Institute of Biomedical Informatics, College of Medical Sciences and Technology, Taipei Medical University, Taipei 106, Taiwan
- International Center for Health Information Technology, College of Medical Science and Technology, Taipei Medical University, Taipei 106, Taiwan
- School of Gerontology and Long-Term Care, College of Nursing, Taipei Medical University, Taipei 110, Taiwan
- Correspondence: ; Tel.: +886-2-6638-2736 (ext. 1514)
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Ansatbayeva T, Kaidarova D, Kunirova G, Khussainova I, Rakhmetova V, Smailova D, Semenova Y, Glushkova N, Izmailovich M. Early integration of palliative care into oncological care: a focus on patient-important outcomes. Int J Palliat Nurs 2022; 28:366-375. [PMID: 36006790 DOI: 10.12968/ijpn.2022.28.8.366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
BACKGROUND Globally, cancer remains one of the leading causes of mortality. Palliative care is designed to meet a range of cancer patients' priority issues, including the management of pain and other cancer-associated symptoms. Routine palliative care envisages the provision of not just medical therapy, but also psychological support, social support and spiritual assistance. What constitutes the best model for palliative care remains a matter of debate. AIM This review was undertaken with the aim to discuss different aspects of early integration of palliative care into oncological care, with a focus on patient-important outcomes. METHODS A comprehensive search of publications was conducted with a focus on integrative palliative care for incurable cancer patients. For this purpose, the following databases and search engines were used: Scopus, PubMed, Cochrane Library, Research Gate, Google Scholar, eLIBRARY and Cyberleninka. RESULTS A comprehensive approach with early integration of different medical services appears to be the most promising. Integrative palliative care is best provided via specialised interdisciplinary teams, given that all members maintain systemic communications and regularly exchange information. This model ensures that timely and adequate interventions are provided to address the needs of patients. CONCLUSION Further research is needed to pinpoint the most optimal strategies to deliver palliative care and make it as tailored to the patient's demands as possible.
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Affiliation(s)
- Tolganay Ansatbayeva
- Asfendiyarov Kazakh National Medical University; Oncologist of a Mobile Palliative Home Care Team, City Oncological Center of Almaty, Kazakhstan
| | - Dilyara Kaidarova
- Doctor of Medicine; Professor; Academician of the National Academy of Sciences of the Republic of Kazakhstan; Chairperson of the Board, JSC Kazakh Institute of Oncology and Radiology; Head of the Oncology Department, JSC Asfendiyarov Kazakh National Medical University, Kazakhstan
| | - Gulnara Kunirova
- President, Kazakhstan Association for Palliative Care Board of Directors, International Association for Hospice and Palliative Care; Executive Director, Together Against Cancer, Kazakhstan
| | - Ilmira Khussainova
- Assistant Professor of General and Applied Psychology, al-Farabi Kazakh National University; Head of the Department of Psychological and Social Assistance, Kazakh Insititute of Oncology and Radiology, Kazakhstan
| | - Venera Rakhmetova
- Professor of Department of Internal Diseases, Astana Medical University, Kazakhstan
| | - Dariga Smailova
- Head of Department of Epidemiology, Evidence-based Medicine and Biostatistics, Kazakhstan School of Public Health, Kazakhstan
| | - Yuliya Semenova
- Assistant Professor, Nazarbayev University School of Medicine, Kazakhstan
| | - Natalya Glushkova
- Associate Professor of the Department of Epidemiology, Biostatistics and Evidence Based Medicine, Al-Farabi Kazakh National University, Kazakhstan
| | - Marina Izmailovich
- Assistant Professor, Department of Internal Diseases, Karaganda Medical University, Kazakhstan
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