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Campbell EK, Campbell TM, Culakova E, Blanchard L, Wixom N, Guido JJ, Fetten J, Huston A, Shayne M, Janelsins MC, Mustian KM, Moore RG, Peppone LJ. A whole food, plant-based randomized controlled trial in metastatic breast cancer: feasibility, nutrient, and patient-reported outcomes. Breast Cancer Res Treat 2024; 206:273-283. [PMID: 38553649 PMCID: PMC11182786 DOI: 10.1007/s10549-024-07284-z] [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: 10/10/2023] [Accepted: 02/07/2024] [Indexed: 05/01/2024]
Abstract
PURPOSE Quality of life (QOL) is among the most important outcomes for women with metastatic breast cancer (MBC), and it predicts survival. QOL is negatively impacted by cognitive impairment, fatigue, and weight gain. We assessed whether a whole food, plant-based (WFPB) diet-promoting weight loss is feasible and might improve QOL. METHODS Women with MBC on stable systemic treatments were randomized 2:1 to 1) WFPB dietary intervention (n = 21) or 2) usual care (n = 11) for 8 weeks. Participants attended weekly education visits and consumed an ad libitum WFPB diet (3 prepared meals/day provided). Patient-reported outcomes and 3-day food records were assessed at baseline and 8 weeks. The effects of WFPB diet on changes in outcomes were assessed by analysis of covariance model controlling for baseline. RESULTS 20 intervention and 10 control participants completed the trial. Intervention participants were highly adherent to the WFPB diet (94.3 % total calories on-plan). Intervention group nutrient intakes changed significantly including dietary fat (35.8 % to 20.4 % percent calories from fat, p < 0.001) and fiber content (12.7 to 30.8 g fiber/1000 kcal, p < 0.001). Perceived cognitive function (FACT-Cog total + 16.1; 95 % confidence interval [CI] = 0.8-31.7; p = 0.040) and emotional well-being (FACT-B emotional well-being subscale + 2.3; CI = 0.5-4.1; p = 0.016) improved in the WFPB versus the control group. Fatigue, measured by the BFI, improved within the WFPB group for fatigue severity (M = 4.7 ± 2.5[SD] to 3.7 ± 2.3, p = 0.047) and fatigue at its worst (5.8 ± 2.8 to 4.4 ± 2.4, p = 0.011). CONCLUSIONS Significant dietary changes in this population are feasible and may improve QOL by improving treatment-related symptoms. Additional study is warranted. TRIAL REGISTRATION ClinicalTrials.gov identifier: NCT03045289. Registered 7 February 2017.
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Affiliation(s)
- Erin K Campbell
- Department of Public Health Sciences, University of Rochester Medical Center, 265 Crittenden Blvd, Rochester, NY, 14642, USA.
| | - Thomas M Campbell
- Department of Family Medicine, University of Rochester Medical Center, Rochester, NY, USA
| | - Eva Culakova
- Department of Surgery, Cancer Control, University of Rochester Medical Center, Rochester, NY, USA
| | - Lisa Blanchard
- Department of Family Medicine, University of Rochester Medical Center, Rochester, NY, USA
| | - Nellie Wixom
- Clinical Research Center, University of Rochester Medical Center, Rochester, NY, USA
| | - Joseph J Guido
- Department of Surgery, Cancer Control, University of Rochester Medical Center, Rochester, NY, USA
| | - James Fetten
- Memorial Sloan Kettering Cancer Center, Westchester, NY, USA
| | - Alissa Huston
- Department of Medicine, Hematology/Oncology, University of Rochester Medical Center, Rochester, NY, USA
| | - Michelle Shayne
- Department of Medicine, Hematology/Oncology, University of Rochester Medical Center, Rochester, NY, USA
| | - Michelle C Janelsins
- Department of Surgery, Cancer Control, University of Rochester Medical Center, Rochester, NY, USA
| | - Karen M Mustian
- Department of Surgery, Cancer Control, University of Rochester Medical Center, Rochester, NY, USA
| | - Richard G Moore
- Department of Obstetrics and Gynecology, University of Rochester Medical Center, Rochester, NY, USA
| | - Luke J Peppone
- Department of Surgery, Cancer Control, University of Rochester Medical Center, Rochester, NY, USA
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Ge I, Berner K, Mathis M, Hensgen C, Mayer S, Erbes T, Juhasz-Böss I, Asberger J. Real-World Data Analysis of CDK4/6 Inhibitor Therapy-A Patient-Centric Single Center Study. Cancers (Basel) 2024; 16:1760. [PMID: 38730711 PMCID: PMC11083990 DOI: 10.3390/cancers16091760] [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: 03/29/2024] [Revised: 04/23/2024] [Accepted: 04/28/2024] [Indexed: 05/13/2024] Open
Abstract
BACKGROUND The quest to comprehend the real-world efficacy of CDK4/6 inhibitors (CDKis) in breast cancer continues, as patient responses vary significantly. METHODS This single-center retrospective study evaluated CDKi use outside the trial condition from November 2016 to May 2020. Progression-free survival (PFS), time-to-treatment failure (TTF), short-term and prolonged treatment benefit (≥4 and ≥10 months), as well as prognostic and predictive markers were assessed with Kaplan-Meier and multivariate regression analyses. RESULTS Out of 86 identified patients, 58 (67.4%) had treatment failure of which 40 (46.5%) were due to progression. Median PFS and TTF were 12 and 8.5 months, respectively. A total of 57 (66.3%) and 42 (48.8%) patients experienced short-term and prolonged treatment benefit. Independent, significant predictors for PFS were progesterone receptor expression (HR: 0.88), multiple metastatic sites (HR: 2.56), and hepatic metastasis (HR: 2.01). Significant predictors for TTF were PR expression (HR: 0.86), multiple sites (HR: 3.29), adverse events (HR: 2.35), and diabetes (HR: 2.88). Aside from tumor biology and adverse events, treatment modifications like pausing and switching of CDKi were predictive for short-term (OR: 6.73) and prolonged (OR: 14.27) therapeutic benefit, respectively. CONCLUSIONS These findings emphasize the importance of tailored treatment strategies, highlighting the role of PR expression, metastatic burden, and therapeutic adjustments in optimizing patient outcomes in real-world breast cancer management.
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Affiliation(s)
- Isabell Ge
- Department of Gynecology and Obstetrics, University Hospital Basel, 4031 Basel, Switzerland;
- Breast Center, University Hospital Basel, University of Basel, 4001 Basel, Switzerland
- Department of Obstetrics and Gynecology, Medical Center-University of Freiburg, 79106 Freiburg, Germany
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Kai Berner
- Department of Obstetrics and Gynecology, Medical Center-University of Freiburg, 79106 Freiburg, Germany
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- Department of Gyneaecology and Obstetrics, Diako Mannheim, 68163 Mannheim, Germany
| | - Marlene Mathis
- Department of Obstetrics and Gynecology, Medical Center-University of Freiburg, 79106 Freiburg, Germany
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Catherine Hensgen
- Department of Obstetrics and Gynecology, Medical Center-University of Freiburg, 79106 Freiburg, Germany
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Sebastian Mayer
- Department of Obstetrics and Gynecology, Medical Center-University of Freiburg, 79106 Freiburg, Germany
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- Department of Gynaecology and Obstetrics, Hospital Krumbach, 86381 Krumbach, Germany
| | - Thalia Erbes
- Department of Obstetrics and Gynecology, Medical Center-University of Freiburg, 79106 Freiburg, Germany
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- Department of Gyneaecology and Obstetrics, Diako Mannheim, 68163 Mannheim, Germany
| | - Ingolf Juhasz-Böss
- Department of Obstetrics and Gynecology, Medical Center-University of Freiburg, 79106 Freiburg, Germany
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Jasmin Asberger
- Department of Obstetrics and Gynecology, Medical Center-University of Freiburg, 79106 Freiburg, Germany
- Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
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Campbell EK, Campbell TM, Culakova E, Blanchard LM, Wixom N, Guido J, Fetten J, Huston A, Shayne M, Janelsins M, Mustian K, Moore RG, Peppone LJ. A Whole Food, Plant-Based Randomized Controlled Trial in Metastatic Breast Cancer: Feasibility, Nutrient, and Patient-Reported Outcomes. RESEARCH SQUARE 2023:rs.3.rs-3606685. [PMID: 38045318 PMCID: PMC10690314 DOI: 10.21203/rs.3.rs-3606685/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/05/2023]
Abstract
Purpose Quality of life (QOL) is among the most important outcomes for women with metastatic breast cancer (MBC) and it predicts survival. QOL is negatively impacted by cognitive impairment, fatigue, and weight gain. We assessed whether a whole food, plant-based (WFPB) diet promoting weight loss is feasible and might improve QOL. Methods Women with MBC on stable systemic treatments were randomized 2:1 to 1) WFPB dietary intervention (n = 21) or 2) usual care (n = 11) for 8 weeks. Participants attended weekly education visits and consumed an ad libitum WFPB diet (3 prepared meals/day provided). Patient-reported outcomes and 3-day food records were assessed at baseline and 8 weeks. The effects of WFPB diet on changes in outcomes were assessed by analysis of covariance model controlling for baseline. Results 20 intervention and 10 control participants completed the trial. Intervention participants were highly adherent to the WFPB diet (94.3% total calories on-plan). Intervention group nutrient intakes changed significantly including dietary fat (35.8-20.4% percent calories from fat, p < 0.001) and fiber content (22.1 to 40.8 grams fiber/1000 kcal, p < 0.001). Perceived cognitive function (FACT-Cog total + 16.1; 95% confidence interval [CI] = 0.8-31.7; p = 0.040) and emotional well-being (FACT-B emotional well-being subscale + 2.3; CI = 0.5-4.1; p = 0.016) improved in the WFPB versus the control group. Fatigue, measured by the BFI, improved within the WFPB group for fatigue severity (M = 4.7 ± 2.5[SD] to 3.7 ± 2.3, p = 0.047) and fatigue at its worst (5.8 ± 2.8 to 4.4 ± 2.4, p = 0.011). Conclusions Significant dietary changes in this population are feasible and may improve QOL by improving treatment-related symptoms. Additional study is warranted. Trial registration ClinicalTrials.gov identifier: NCT03045289. Registered 7 February 2017.
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Amorrortu R, Garcia M, Zhao Y, El Naqa I, Balagurunathan Y, Chen DT, Thieu T, Schabath MB, Rollison DE. Overview of approaches to estimate real-world disease progression in lung cancer. JNCI Cancer Spectr 2023; 7:pkad074. [PMID: 37738580 PMCID: PMC10637832 DOI: 10.1093/jncics/pkad074] [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: 05/02/2023] [Revised: 08/28/2023] [Accepted: 09/18/2023] [Indexed: 09/24/2023] Open
Abstract
BACKGROUND Randomized clinical trials of novel treatments for solid tumors normally measure disease progression using the Response Evaluation Criteria in Solid Tumors. However, novel, scalable approaches to estimate disease progression using real-world data are needed to advance cancer outcomes research. The purpose of this narrative review is to summarize examples from the existing literature on approaches to estimate real-world disease progression and their relative strengths and limitations, using lung cancer as a case study. METHODS A narrative literature review was conducted in PubMed to identify articles that used approaches to estimate real-world disease progression in lung cancer patients. Data abstracted included data source, approach used to estimate real-world progression, and comparison to a selected gold standard (if applicable). RESULTS A total of 40 articles were identified from 2008 to 2022. Five approaches to estimate real-world disease progression were identified including manual abstraction of medical records, natural language processing of clinical notes and/or radiology reports, treatment-based algorithms, changes in tumor volume, and delta radiomics-based approaches. The accuracy of these progression approaches were assessed using different methods, including correlations between real-world endpoints and overall survival for manual abstraction (Spearman rank ρ = 0.61-0.84) and area under the curve for natural language processing approaches (area under the curve = 0.86-0.96). CONCLUSIONS Real-world disease progression has been measured in several observational studies of lung cancer. However, comparing the accuracy of methods across studies is challenging, in part, because of the lack of a gold standard and the different methods used to evaluate accuracy. Concerted efforts are needed to define a gold standard and quality metrics for real-world data.
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Affiliation(s)
| | - Melany Garcia
- Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, FL, USA
| | - Yayi Zhao
- Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, FL, USA
| | - Issam El Naqa
- Department of Machine Learning, Moffitt Cancer Center, Tampa, FL, USA
| | | | - Dung-Tsa Chen
- Department of Biostatistics and Bionformatics, Moffitt Cancer Center, Tampa, FL, USA
| | - Thanh Thieu
- Department of Machine Learning, Moffitt Cancer Center, Tampa, FL, USA
| | - Matthew B Schabath
- Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, FL, USA
| | - Dana E Rollison
- Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, FL, USA
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Huang S, Tang Y, Wu H, Shi Q, Tang J, Ben X, Zhang D, Xie L, Zhou H, Chen G, Wang S, Gao Z, Xie Z, Chen R, Qiao G. Early and Persistent Dysphagia Relief Predicts Tumor Response in Esophageal Squamous Cell Carcinoma Patients Treated with Immunochemotherapy. Ann Surg Oncol 2023; 30:5171-5181. [PMID: 37093412 DOI: 10.1245/s10434-023-13467-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Accepted: 03/20/2023] [Indexed: 04/25/2023]
Abstract
BACKGROUND In this prospective study, we aimed to investigate the role of patient-reported dysphagia relief in predicting pathological tumor responses to neoadjuvant immunochemotherapy (NAIC) in locally advanced esophageal squamous cell carcinoma (ESCC) patients. METHODS This study was designed as a multi-center, prospective study including ESCC patients who received NAIC in the discovery and validation cohorts. The patients' responses to the European Organization for Research and Treatment of Cancer Quality of Life Questionnaire-OES 18 and QLQ-C30 were collected at multiple time points. Subsequent time point-intensive esophageal cancer-specific dysphagia trajectories were depicted using growth mixture modeling (GMM) analysis. Furthermore, univariate and multivariate binary logistic regression was used to assess the independent predictors for pathological tumor responses. RESULTS A total of 120 patients from the discovery cohort and 42 patients from the validation cohort were included in the analysis. In the discovery cohort, 19 (22.9%) of the 83 patients achieved pCR status. In the independent validation cohort, 24 patients underwent surgery, and 9 (37.5%) patients achieved pCR status. Trajectory analysis showed that, in the pCR group, the beginning of rapid declines in the slope occurred on days 3, 6, and 9. Further multivariate analysis showed that the degree of dysphagia relief (△dysphagia%) was the only significant independent predictor for pCR status (OR = 3.267, 95% CI 1.66-6.428, P < 0.001). The AUC value for △dysphagia% was 0.961 (95% CI: 0.922-0.999, P < 0.001). CONCLUSION The current study demonstrated that a longitudinal patient-reported outcome (PRO) was an easily obtained, cost-effective, and noninvasive tool for predicting tumor responses to neoadjuvant immunochemotherapy.
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Affiliation(s)
- Shujie Huang
- Department of Thoracic Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
- Shantou University Medical College, Shantou, People's Republic of China
| | - Yong Tang
- Department of Thoracic Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Hansheng Wu
- Department of Thoracic Surgery, The First Affiliated Hospital of Shantou University Medical College, Shantou, People's Republic of China
| | - Qiuling Shi
- School of Public Health and Management, Chongqing Medical University, Chongqing, People's Republic of China
| | - Jiming Tang
- Department of Thoracic Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Xiaosong Ben
- Department of Thoracic Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Dongkun Zhang
- Department of Thoracic Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Liang Xie
- Department of Thoracic Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Haiyu Zhou
- Department of Thoracic Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Gang Chen
- Department of Thoracic Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Sichao Wang
- Department of Thoracic Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Zhen Gao
- Department of Thoracic Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Zefeng Xie
- Department of Thoracic Surgery, The First Affiliated Hospital of Shantou University Medical College, Shantou, People's Republic of China
| | - Rixin Chen
- Department of Thoracic Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China.
- Research Center of Medical Sciences, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China.
| | - Guibin Qiao
- Department of Thoracic Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China.
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Di Lauro V, Barchiesi G, Martorana F, Zucchini G, Muratore M, Fontanella C, Arpino G, Del Mastro L, Giuliano M, Puglisi F, De Laurentiis M. Health-related quality of life in breast cancer patients treated with CDK4/6 inhibitors: a systematic review. ESMO Open 2022; 7:100629. [PMID: 36399953 PMCID: PMC9808450 DOI: 10.1016/j.esmoop.2022.100629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 09/30/2022] [Accepted: 10/08/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Evaluation of health-related quality of life (HR-QoL) among cancer patients has gained an increasing importance and is now a key determinant of anticancer treatments' value. HR-QoL has been assessed in trials testing cyclin-dependent kinase 4/6 inhibitors (CDK4/6i) in breast cancer (BC), using various questionnaires at different timepoints. HR-QoL reports from BC patients treated with CDK4/6i in the real-world setting are also available. METHODS We systematically reviewed the literature, searching for full-length articles, and selected conference abstracts reporting data on HR-QoL in BC patients at any stage and of any molecular subtype treated with abemaciclib, palbociclib or ribociclib. RESULTS A total of 533 full-length articles and 143 abstracts were retrieved. After screening for eligibility, 38 records were included (31 clinical trials; 7 real-world reports). Assessment methods were heterogeneous across studies in terms of questionnaires, evaluation timepoints and endpoints. Overall, adding CDK4/6i to endocrine therapy did not worsen patients' HR-QoL, with a positive trend towards pain improvement. Gastrointestinal scores (diarrhea, nausea and appetite loss) statistically favored the control arm among metastatic BC patients receiving abemaciclib, whereas they were superimposable in the early setting. The combination of palbociclib and endocrine therapy showed similar HR-QoL outcomes compared with endocrine therapy alone, but determined better scores compared with chemotherapy. HR-QoL was specifically assessed in premenopausal patients treated with ribociclib, showing similar scores compared with postmenopausal patients. CONCLUSIONS Despite methodological heterogeneity does not allow a proper comparison, HR-QoL was generally maintained with CDK4/6i. However, differences between abemaciclib, palbociclib and ribociclib exist and mainly rely on the distinct safety profiles of the compounds. These differences should be acknowledged and taken into account in the clinical practice.
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Affiliation(s)
- V Di Lauro
- Department of Breast and Thoracic Oncology, Istituto Nazionale Tumori IRCCS Fondazione Pascale, Naples
| | - G Barchiesi
- Department of Radiology, Oncology and Pathology Science, University of Rome La Sapienza, Rome
| | - F Martorana
- Department of Clinical and Experimental Medicine, University of Catania, Catania.
| | - G Zucchini
- Oncology Department, Michele e Pietro Ferrero Hospital, Verduno (CN)
| | - M Muratore
- Department of Woman and Child Health and Public Health, Division of Gynecologic Oncology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome
| | | | - G Arpino
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples
| | - L Del Mastro
- Department of Medical Oncology, Breast Unit, IRCCS Ospedale Policlinico San Martino, Genoa; Department of Internal Medicine and Medical Specialties (DIMI), School of Medicine, University of Genoa, Genoa
| | - M Giuliano
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples
| | - F Puglisi
- Department of Medical Oncology, Unit of Medical Oncology and Cancer Prevention, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano; Department of Medicine (DAME), University of Udine, Udine, Italy
| | - M De Laurentiis
- Department of Breast and Thoracic Oncology, Istituto Nazionale Tumori IRCCS Fondazione Pascale, Naples
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Association of change in health-related quality of life and treatment discontinuation in metastatic breast cancer: a post hoc, exploratory analysis of two randomized clinical trials. Support Care Cancer 2022; 30:8367-8375. [PMID: 35857127 PMCID: PMC9512887 DOI: 10.1007/s00520-022-07283-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 07/12/2022] [Indexed: 11/30/2022]
Abstract
Purpose Identifying factors associated with treatment alteration (treatment discontinuation and dose reduction) may help to attain the treatment goals for metastatic breast cancer. The value of changes in the quality of life (QOL) in predicting treatment alteration remained unclear. This study aimed to examine the relationship between changes in the QOL and treatment alteration of first-line chemotherapy for metastatic breast cancer. Methods We merged data from two randomized clinical trials in Japan, conducted from 2006 to 2017, that included patients who were diagnosed with human epidermal growth factor receptor 2-negative and endocrine treatment-resistant breast cancer, with metastatic disease at presentation or recurrence after surgery. The European Organisation for the Research and Treatment of Cancer Quality of Life Questionnaire Core 30 was used to assess QOL. The association between change in time-dependent QOL (worsening by 10-point or not) and time to treatment alteration was assessed using the Cox regression models controlling for patient characteristics (age, liver metastasis, hormone status, and treatment regimen) and baseline QOL. Results Worsening physical functioning, global health status, and dyspnea were significantly associated with treatment discontinuation. Worsening role functioning, global health status, and fatigue were significantly associated with dose reduction. The threshold for defining worsening did not have a significant impact on the relationship. Conclusion Changes in QOL are associated with the probability of treatment alteration among metastatic breast cancer patients. Physical functioning, role functioning, global health status, dyspnea, and fatigue should be prioritized for symptom management in patients with metastatic breast cancer. Supplementary information The online version contains supplementary material available at 10.1007/s00520-022-07283-0.
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Modi ND, Danell NO, Perry RNA, Abuhelwa AY, Rathod A, Badaoui S, McKinnon RA, Haseloff M, Shahnam A, Swain SM, Welslau M, Sorich MJ, Hopkins AM. Patient-reported outcomes predict survival and adverse events following anticancer treatment initiation in advanced HER2-positive breast cancer. ESMO Open 2022; 7:100475. [PMID: 35490579 PMCID: PMC9271483 DOI: 10.1016/j.esmoop.2022.100475] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 03/08/2022] [Accepted: 03/29/2022] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The prognostic value of patient-reported outcomes (PROs) has been minimally explored in advanced breast cancer (BC), and their comparative prognostic performance against Eastern Cooperative Oncology Group performance status (ECOG PS) is largely unknown. PATIENTS AND METHODS This study pooled individual participant data from clinical trials CLEOPATRA, EMILIA, and MARIANNE. Pre-treatment PRO associations with overall survival (OS), progression-free survival (PFS), and grade ≥3 adverse events were evaluated via Cox proportional hazards regression. Prognostic performance was assessed with the C-statistic (c). PRO values were collected via the Functional Assessment of Cancer Therapy-Breast (FACT-B) questionnaire. All analyses were stratified by study and treatment arms. Analyses adjusted for known prognostic variables were conducted. Exploratory analysis of the prognostic performance of PROs compared to ECOG PS was undertaken. RESULTS The study included data from 2894 patients initiated on contemporary therapies including pertuzumab (n = 765), trastuzumab (n = 1173), trastuzumab emtansine (n = 1225), taxanes (n = 1173), lapatinib (n = 496), and capecitabine (n = 496). On univariable and adjusted analysis, patient-reported physical well-being, functional well-being, and BC subscale were all identified to be associated with OS, PFS, and grade ≥3 adverse events (P < 0.05). Patient-reported physical well-being was the most prognostic PRO for all assessed outcomes. The OS prognostic performance of physical well-being (c = 0.58) was superior to ECOG PS (c = 0.56) (P < 0.05), with multivariable analysis indicating that both provide independent information (P < 0.0001). CONCLUSIONS PROs were identified as independent prognostic factors for OS, PFS, and grade ≥3 adverse events in patients with human epidermal growth factor receptor 2 (HER2)-positive advanced BC initiating contemporary treatment options. Further, patient-reported physical well-being was more prognostic of OS than ECOG PS and contained independent information. PROs have value as prognostic and stratification factors for clinical use and research trials of anticancer treatment in HER2-positive ABC.
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Affiliation(s)
- N D Modi
- College of Medicine and Public Health, Flinders University, South Australia
| | - N O Danell
- College of Medicine and Public Health, Flinders University, South Australia
| | - R N A Perry
- College of Medicine and Public Health, Flinders University, South Australia
| | - A Y Abuhelwa
- College of Medicine and Public Health, Flinders University, South Australia
| | - A Rathod
- College of Medicine and Public Health, Flinders University, South Australia
| | - S Badaoui
- College of Medicine and Public Health, Flinders University, South Australia
| | - R A McKinnon
- College of Medicine and Public Health, Flinders University, South Australia
| | - M Haseloff
- College of Medicine and Public Health, Flinders University, South Australia
| | - A Shahnam
- Crown Princess Mary Cancer Centre, Westmead Hospital, New South Wales, Australia
| | - S M Swain
- University of Georgetown Medical Center, Washington DC, USA
| | - M Welslau
- Onkologie Aschaffenburg, Aschaffenburg, Germany
| | - M J Sorich
- College of Medicine and Public Health, Flinders University, South Australia
| | - A M Hopkins
- College of Medicine and Public Health, Flinders University, South Australia.
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Cheville A, Basford JR. A View of the Development of Patient Reported Outcomes Measures, their Clinical Integration, Electronification, and Potential Impact on Rehabilitation Service Delivery. Arch Phys Med Rehabil 2021; 103:S24-S33. [PMID: 34896403 DOI: 10.1016/j.apmr.2021.10.031] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Accepted: 10/20/2021] [Indexed: 11/25/2022]
Abstract
Recognition of the importance of a patient's perception of their status and experience has become central to medical care and its evaluation. This recognition has led to a growing reliance on the use of patient reported outcome measures (PROMs). Nevertheless, while awareness of PROMs and acceptance of their utility has increased markedly, few of us have a good insight into their development; their utility relative to clinician-rated and performance measures such as the FIM and 6-Minute Walk Test or how their "electronification" and incorporation into electronic health records (EHRs) may improve the individualization, value, and quality of medical care. In all, the goal of this commentary is to provide some insight into historical factors and technology developments that we believe have shaped modern clinical PROMs as they relate to medicine in general and to rehabilitation in particular. In addition, we speculate that while the growth of PROM use may have been triggered by an increased emphasis on the centrality of the patient in their care, future uptake will be shaped by their embedding in EHRs and use to improve clinical decision support though their integration with other sources of clinical and sociodemographic data.
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Affiliation(s)
- Andrea Cheville
- Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, MN
| | - Jeffrey R Basford
- Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, MN.
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Association of Short-term Patient-reported Outcomes With Long-term Oncologic Outcomes in Localized Prostate Cancer Patients Treated With Radiation Therapy and Androgen Deprivation Therapy in a Randomized Controlled Trial. Int J Radiat Oncol Biol Phys 2021; 112:880-889. [PMID: 34788698 DOI: 10.1016/j.ijrobp.2021.11.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Revised: 10/24/2021] [Accepted: 11/08/2021] [Indexed: 11/22/2022]
Abstract
PURPOSE Both oncologic outcomes and patient-reported outcomes are pivotal in prostate cancer (PCa). However, it remains unknown if there is any association between these 2 outcomes. In this secondary analysis of a randomized controlled trial, we investigated the association of short-term changes in patient-reported outcome with long-term event-free survival (EFS) and metastasis-free survival (MFS) in localized PCa. METHODS AND MATERIALS Localized PCa patients with a Gleason score ≤7, clinical stage T1b to T3a, and prostate-specific antigen (PSA) <30 ng/mL were randomized to neoadjuvant and concurrent androgen deprivation therapy (ADT) for 6 months starting 4 months before prostate radiation therapy or concurrent and adjuvant ADT for 6 months starting simultaneously with radiation therapy. Patient-reported symptom burden was evaluated using the European Organisation for Research and Treatment of Cancer quality of life questionnaire (QLQ)-PR.25. Clinically meaningful deterioration (CMD) was defined as a ≥10-point worsening at any time within 10 months postrandomization regardless of subsequent improvement. Landmark analyses were performed to determine the association of CMD of urinary and bowel symptoms separately with EFS and MFS in patients who responded to the baseline questionnaire, were alive, and were event free at 10 months. RESULTS Overall, 393 patients had responded to the baseline QLQ. One patient died, and 1 patient had failure within 10 months. Therefore, 391 patients were eligible for the landmark analyses. After adjusting for age, Gleason score, PSA, performance status, and treatment group, CMD of urinary symptoms was associated with worse EFS (hazard ratio [HR], 1.79; 95% confidence interval [CI], 1.21-2.65) and MFS (HR, 1.69; 95% CI, 1.11-2.57). Considering deaths as competing events, CMD of urinary symptoms was associated with a significant increase in the relative incidence of progression (subdistribution HR, 2.42; 95% CI, 1.12-5.20). However, no association was found between CMD of bowel symptoms and EFS or MFS. CONCLUSIONS In this study, short-term CMD of urinary symptoms was associated with significantly inferior EFS and MFS and an increase in the relative incidence of progression. Further investigations are needed to explore the biological rationale of such association in the context of ADT and radiation therapy.
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