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Romeiro FB, Pais VG, Humphris G, Figueiredo-Braga M. Patients' emotional expressions and clinicians' responses in oncology - From recognition to exploration of concerns. PEC INNOVATION 2025; 6:100374. [PMID: 39925674 PMCID: PMC11803888 DOI: 10.1016/j.pecinn.2025.100374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Revised: 12/25/2024] [Accepted: 01/13/2025] [Indexed: 02/11/2025]
Abstract
Objectives The objective of this study was to analyze patient's emotional expressions during the consultations and the responses of their oncologists to these expressions. Methods The study employed a mixed-method, observational, descriptive, and explanatory design. A total of 31 adult patients at different clinical stages, undergoing cancer treatment and 8 oncologists were included. Thirty-one routine outpatient oncology consultations were analyzed, after being transcribed and coded, using the Portuguese version of the Verona Coding Definitions of Emotional Sequences (VR-CoDES). Results The oncologists elicited and recognized patients' emotional concerns but they did not explore them in a way that encouraged patients to continue verbalizing their feelings. Oncologists provided more directive and guidance-oriented responses, focusing on cues related to physical pain and symptoms. Multilevel logistic regression analysis modeled the probability of oncologists' responses showing reduction of space in relation to patients' emotional cues/concerns, controlling for clustering and patients' clinical and socio-demographic variables. The type of cue and treatment influenced the oncologists' responses. Conclusions Communication skills training focused on the ability to better explore patients' emotions may help oncologists to provide more explicit and empathetic responses that validate the emotional content expressed during consultations. Practice Implications: Oncologists do not use the same responses as a standard with patients, thus adjusting them individually.
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Affiliation(s)
| | - Vanessa Garrido Pais
- Medical Psychology Unit, Department of Clinical Neurosciences and Mental Health, School of Medicine, University of Porto, Porto, Portugal
| | - Gerry Humphris
- Health Psychology, School of Medicine, University of St. Andrews, Scotland, UK
| | - Margarida Figueiredo-Braga
- Medical Psychology Unit, Dep Clinical Neurosciences and Mental Health, Faculty of Medicine, University of Porto, Portugal
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Wu X, Lam CS, Hui KH, Loong HHF, Zhou KR, Ngan CK, Cheung YT. Perceptions in 3.6 Million Web-Based Posts of Online Communities on the Use of Cancer Immunotherapy: Data Mining Using BERTopic. J Med Internet Res 2025; 27:e60948. [PMID: 39928933 PMCID: PMC11851037 DOI: 10.2196/60948] [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: 05/27/2024] [Revised: 10/17/2024] [Accepted: 12/30/2024] [Indexed: 02/12/2025] Open
Abstract
BACKGROUND Immunotherapy has become a game changer in cancer treatment. The internet has been used by patients as a platform to share personal experiences and seek medical guidance. Despite the increased utilization of immunotherapy in clinical practice, few studies have investigated the perceptions about its use by analyzing social media data. OBJECTIVE This study aims to use BERTopic (a topic modeling technique that is an extension of the Bidirectional Encoder Representation from Transformers machine learning model) to explore the perceptions of online cancer communities regarding immunotherapy. METHODS A total of 4.9 million posts were extracted from Facebook, Twitter, Reddit, and 16 online cancer-related forums. The textual data were preprocessed by natural language processing. BERTopic modeling was performed to identify topics from the posts. The effectiveness of isolating topics from the posts was evaluated using 3 metrics: topic diversity, coherence, and quality. Sentiment analysis was performed to determine the polarity of each topic and categorize them as positive or negative. Based on the topics generated through topic modeling, thematic analysis was conducted to identify themes associated with immunotherapy. RESULTS After data cleaning, 3.6 million posts remained for modeling. The highest overall topic quality achieved by BERTopic was 70.47% (topic diversity: 87.86%; topic coherence: 80.21%). BERTopic generated 14 topics related to the perceptions of immunotherapy. The sentiment score of around 0.3 across the 14 topics suggested generally positive sentiments toward immunotherapy within the online communities. Six themes were identified, primarily covering (1) hopeful prospects offered by immunotherapy, (2) perceived effectiveness of immunotherapy, (3) complementary therapies or self-treatments, (4) financial and mental impact of undergoing immunotherapy, (5) impact on lifestyle and time schedules, and (6) side effects due to treatment. CONCLUSIONS This study provides an overview of the multifaceted considerations essential for the application of immunotherapy as a therapeutic intervention. The topics and themes identified can serve as supporting information to facilitate physician-patient communication and the decision-making process. Furthermore, this study also demonstrates the effectiveness of BERTopic in analyzing large amounts of data to identify perceptions underlying social media and online communities.
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Affiliation(s)
- Xingyue Wu
- School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Chun Sing Lam
- School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Ka Ho Hui
- School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Herbert Ho-Fung Loong
- Department of Clinical Oncology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Keary Rui Zhou
- School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Chun-Kit Ngan
- Data Science Program, Worcester Polytechnic Institute, Worcester, MA, United States
| | - Yin Ting Cheung
- School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
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Walmsley CS, Schoepflin Z, De Brabandt C, Rangachari D, Berwick S, Patell R. Hemophagocytic lymphohistiocytosis associated with immune checkpoint inhibitor use: A review of the current knowledge and future directions. Blood Cells Mol Dis 2025; 110:102896. [PMID: 39366077 DOI: 10.1016/j.bcmd.2024.102896] [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: 08/10/2024] [Revised: 09/18/2024] [Accepted: 09/24/2024] [Indexed: 10/06/2024]
Abstract
Hemophagocytic lymphohistiocytosis (HLH) is a severe and often lethal inflammatory syndrome characterized by excessive immune activation leading to fever, cytopenias, and multiorgan involvement. Immune checkpoint inhibitors (ICIs) are central to many contemporary cancer regimens, but their use is associated with immune-related adverse events. Here, we report a case of ICI-induced HLH successfully treated with single agent dexamethasone and provide a scoping review of the literature for cases of ICI-induced HLH with a focus on treatment strategies and outcomes. Using the Medline database, we searched for cases of ICI-associated HLH, with a total of 51 cases reported between 2017 and 2023. Our results underscore the severe nature of this disease, with a 13.7 % mortality rate across 51 case reports. Treatment strategies for ICI-induced HLH were variable: steroids alone (56.9 %), steroids with etoposide (17.6 %), steroids with tociluzumab (11.8 %), among other combinations. Our literature review indicates that steroids alone may be sufficient treatment in some cases of ICI-HLH, with comparable mortality with steroids alone (n = 29) (13.8 %) to that of cases treated with both steroids and immunomodulators (n = 15, 13.3 %). Moreover, all patients treated with steroids and tocilizumab survived (n = 6), suggesting that tocilizumab may be a reasonable next line of therapy when steroid monotherapy proves inadequate. We propose an outline for investigation and treatment of this rare complication of ICI use. Finally, we discuss possible future approaches to develop evidence-based strategies for the diagnosis and management of ICI-induced HLH including the importance of integrating the role of patient community involvement.
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Affiliation(s)
- Charlotte S Walmsley
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States of America
| | - Zachary Schoepflin
- Division of Hematology/Oncology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, United States of America
| | - Charlotte De Brabandt
- Breast Cancer Center, Beth Israel Deaconess Medical Center, Boston, MA, United States of America; Patient Ambassador Program, American Cancer Society, Boston, MA, United States of America
| | - Deepa Rangachari
- Division of Hematology/Oncology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, United States of America
| | - Shana Berwick
- Division of Hematology/Oncology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, United States of America
| | - Rushad Patell
- Division of Hematology/Oncology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, United States of America.
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Dai B, Xiao C, Wang Y, Li T, Duan Y, Jiang Y, Shi L, Hong X, Geng W, Hu J, Cao J, Wei J. Development and psychometric validation of the hospitalized patients' expectations for treatment scale-clinician version. Front Psychiatry 2024; 14:1325013. [PMID: 38283892 PMCID: PMC10811258 DOI: 10.3389/fpsyt.2023.1325013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 12/15/2023] [Indexed: 01/30/2024] Open
Abstract
Objective Patient safety management systems in general hospitals require a comprehensive tool for assessing the expectations of inpatients across different wards. This study aimed to develop and psychometrically validate a new scale, the hospitalized patients' expectations for treatment scale-clinician version (HOPE-C), to meet this requirement. Methods We interviewed 35 experts and 10 inpatients while developing the HOPE-C scale. The scale was initially designed with three dimensions: clinicians' expectations regarding doctor-patient communication, clinicians' expectations regarding treatment outcome, and clinicians' expectations regarding disease management. We recruited 200 inpatients from a general hospital in China. At the same time, 51 clinicians were assigned to the enrolled patients who completed the HOPE-C to examine the reliability, validity, and psychometric characteristics of the questionnaire. We applied item analysis, assessed construct validity, evaluated internal consistency, and conducted a test-retest reliability analysis over 7 days. Results Both exploratory and confirmatory analyses supported a 2-dimensional structure, comprising doctor-patient communication expectations and treatment outcome expectations, with favorable model fit parameters (root mean square residual [RMR] = 0.042, root mean square error of approximation [RMSEA] = 0.049, comparative fit index [CFI] = 0.989, Tucker-Lewis index [TLI] = 0.984). Item analysis demonstrated appropriate item design (r = 0.744-0.961). The scale exhibited strong internal consistency, with Cronbach's α values of 0.884, 0.816, and 0.840 for the overall scale, the doctor-patient communication expectation subscale, and the treatment outcome expectation subscale, respectively. The 7-day test-retest reliability was 0.996 (p < 0.001). Conclusion Our findings suggest that the HOPE-C is a reliable and valid assessment tool for measuring the expectations of inpatients in general hospitals. It effectively identifies patients' expectations concerning doctor-patient communication and treatment outcomes.
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Affiliation(s)
- Bindong Dai
- Department of Psychological Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Chunfeng Xiao
- Department of Psychological Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yufei Wang
- Department of Psychological Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- 4+4 Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Tao Li
- Department of Psychological Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yanping Duan
- Department of Psychological Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yinan Jiang
- Department of Psychological Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Lili Shi
- Department of Psychological Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xia Hong
- Department of Psychological Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wenqi Geng
- Department of Psychological Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jiaojiao Hu
- Department of Psychological Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jinya Cao
- Department of Psychological Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jing Wei
- Department of Psychological Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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Yip R, Arnolda G, Lamprell K, Nic Giolla Easpaig B, Chittajallu R, Delaney G, Olver I, Liauw W, Braithwaite J. Experience of patients considering or using checkpoint inhibitors in cancer treatment: a systematic review of qualitative research. J Immunother Cancer 2024; 12:e007555. [PMID: 38212121 PMCID: PMC10806553 DOI: 10.1136/jitc-2023-007555] [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: 10/30/2023] [Indexed: 01/13/2024] Open
Abstract
Increasing numbers of patients with cancer are considering or undergoing immunotherapy, however, little is known about patients' perspectives on this treatment. We undertook a systematic review for use by clinicians and researchers, consolidating published qualitative research studies on patient experience of checkpoint inhibitor therapy. A search of Medline, Embase, and PsycINFO was carried out for publications in English to 30 June 2022. Publications were selected if they reported a qualitative study of patient experience with checkpoint inhibitor therapy for cancer, either by patients or their families or carers. Quality was appraised using the Johanna Briggs Institute quality assessment tool for qualitative studies. A thematic synthesis was conducted. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses standard was followed. We identified 17 eligible studies published between 2017 and 2022, 9 using mixed methods, and 8 solely using qualitative methods. Most studies reported on the experiences of patients with advanced stage melanoma and were using the earliest approved checkpoint inhibitors for cancer therapy. Studies met most formal quality criteria but varied in the extent of their qualitative explorations of data; some mixed methods studies had limited reporting of qualitative results. Through thematic synthesis, we categorized study findings into four domains: (1) treatment decision-making; (2) success with immunotherapy; (3) treatment-related adverse events (AEs); and (4) quality of life on immunotherapy. Our review identified several areas with potential for improving the care system. These include, for example: routinely linking patients to peers who have experienced this therapy; improving the capacity of patients and carers to identify and report AEs faster; and supporting patients and carers to live with changed circumstances after successful treatment. Most studies focused on patients who had successful treatment, effectively excluding those who do not respond or who discontinue due to serious side effects; future research targets are suggested.
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Affiliation(s)
- Raphael Yip
- Centre for Healthcare Resilience and Implementation (CHRIS), Macquarie University Faculty of Medicine and Health Sciences, Sydney, New South Wales, Australia
- Medicine, North Sydney Local Health District, Sydney, New South Wales, Australia
| | - Gaston Arnolda
- Centre for Healthcare Resilience and Implementation (CHRIS), Macquarie University Faculty of Medicine and Health Sciences, Sydney, New South Wales, Australia
- Centre for Healthcare Resilience and Implementation (CHRIS), Australian Institute of Health Innovation, Sydney, New South Wales, Australia
| | - Klay Lamprell
- Centre for Healthcare Resilience and Implementation (CHRIS), Macquarie University Faculty of Medicine and Health Sciences, Sydney, New South Wales, Australia
- Centre for Healthcare Resilience and Implementation (CHRIS), Australian Institute of Health Innovation, Sydney, New South Wales, Australia
| | - Bróna Nic Giolla Easpaig
- Centre for Healthcare Resilience and Implementation (CHRIS), Macquarie University Faculty of Medicine and Health Sciences, Sydney, New South Wales, Australia
- Centre for Healthcare Resilience and Implementation (CHRIS), Australian Institute of Health Innovation, Sydney, New South Wales, Australia
- School of Nursing, Charles Darwin University Faculty of Health, Darwin, Northern Territory, Australia
| | - Renuka Chittajallu
- Centre for Healthcare Resilience and Implementation (CHRIS), Macquarie University Faculty of Medicine and Health Sciences, Sydney, New South Wales, Australia
- Centre for Healthcare Resilience and Implementation (CHRIS), Australian Institute of Health Innovation, Sydney, New South Wales, Australia
- Medical Oncology, Riverina Cancer Care Centre, Wagga Wagga, New South Wales, Australia
- Medical Oncology, GenesisCare, Kingswood, New South Wales, Australia
| | - Geoff Delaney
- South-Western Sydney Clinical School, University of New South Wales, Sydney, New South Wales, Australia
- Radiation Oncology, Liverpool Hospital, Liverpool, New South Wales, Australia
| | - Ian Olver
- School of Psychology, The University of Adelaide Faculty of Health and Medical Sciences, Adelaide, South Australia, Australia
| | - Winston Liauw
- St George Cancer Centre, Saint George Hospital, Kogarah, New South Wales, Australia
- St. George Hospital Clinical School, University of New South Wales, Sydney, New South Wales, Australia
| | - Jeffrey Braithwaite
- Centre for Healthcare Resilience and Implementation (CHRIS), Macquarie University Faculty of Medicine and Health Sciences, Sydney, New South Wales, Australia
- Centre for Healthcare Resilience and Implementation (CHRIS), Australian Institute of Health Innovation, Sydney, New South Wales, Australia
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Kitamura Y, Konya C. Attitudes, expectations, and lived experiences of cancer patients receiving dendritic cell vaccine therapy in Japan. Asia Pac J Oncol Nurs 2023; 10:100317. [PMID: 38059207 PMCID: PMC10696395 DOI: 10.1016/j.apjon.2023.100317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 10/08/2023] [Indexed: 12/08/2023] Open
Abstract
Objective Immunotherapeutic approaches to cancer, such as dendritic cell vaccine therapy, promise to improve survival rate but may present unique challenges to patients. However, there is no research on the lived experiences of cancer patients receiving dendritic cell vaccine therapy. The aim of this study was to explore the attitudes, expectations, and experiences of cancer patients receiving dendritic cell vaccine therapy in Japan. Methods This was an exploratory qualitative study. A descriptive phenomenological approach was used to investigate the experiences of eight advanced-stage cancer patients (median age: 59.5 years). Data were collected between July 2018 and March 2020 using in-depth semi-structured interviews. Data were analyzed according to Colaizzi's seven-step phenomenological strategy, and EQUATOR's Consolidated Criteria for Reporting Qualitative Research (COREQ) guidelines for qualitative studies were followed. Results Four themes emerged from the data analysis: strong concerns about chemotherapy, faith in dendritic cell vaccine therapy, motivation to succeed, and physical and mental changes. The first two themes related to pretreatment attitudes and expectations. The latter two themes expressed participants' experiences during and after therapy. Conclusions Dendritic cell vaccine therapy patients expressed fears about the effects of standard treatment, and hope and uncertainty regarding immunotherapy treatment decisions and efficacy. The findings suggest that such patients require nursing care that includes prevention and reduction of chemotherapy side effects, careful observation of patients' well-being, management of patients' expectations and uncertainty, formation of patient-health care practitioner partnerships, and team medicine.
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Affiliation(s)
| | - Chizuko Konya
- School of Nursing, Ishikawa Prefectural Nursing University, Kahoku, Japan
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