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Sherry AD, Lin TA, McCaw ZR, Beck EJ, Kouzy R, Jaoude JA, Passy AH, Miller AM, Kupferman GS, Fuller CD, Thomas CR, Koay EJ, Tang C, Msaouel P, Ludmir EB. Improving the clinical meaning of surrogate endpoints: An empirical assessment of clinical progression in phase III oncology trials. Int J Cancer 2024; 155:1939-1943. [PMID: 39138841 PMCID: PMC11449668 DOI: 10.1002/ijc.35129] [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: 05/08/2024] [Revised: 06/07/2024] [Accepted: 07/01/2024] [Indexed: 08/15/2024]
Abstract
Disease progression in clinical trials is commonly defined by radiologic measures. However, clinical progression may be more meaningful to patients, may occur even when radiologic criteria for progression are not met, and often requires a change in therapy in clinical practice. The objective of this study was to determine the utilization of clinical progression criteria within progression-based trial endpoints among phase III trials testing systemic therapies for metastatic solid tumors. The primary manuscripts and protocols of phase III trials were reviewed for whether clinical events, such as refractory pain, tumor bleeding, or neurologic compromise, could constitute a progression event. Univariable logistic regression computed odds ratios (OR) and 95% CI for associations between trial-level covariates and clinical progression. A total of 216 trials enrolling 148,190 patients were included, with publication dates from 2006 through 2020. A major change in clinical status was included in the progression criteria of 13% of trials (n = 27), most commonly as a secondary endpoint (n = 22). Only 59% of trials (n = 16) reported distinct clinical progression outcomes that constituted the composite surrogate endpoint. Compared with other disease sites, genitourinary trials were more likely to include clinical progression definitions (16/33 [48%] vs. 11/183 [6%]; OR, 14.72; 95% CI, 5.99 to 37.84; p < .0001). While major tumor-related clinical events were seldom considered as disease progression events, increased attention to clinical progression may improve the meaningfulness and clinical applicability of surrogate endpoints for patients with metastatic solid tumors.
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Affiliation(s)
- Alexander D. Sherry
- Department of Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Timothy A. Lin
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Zachary R. McCaw
- Insitro, South San Francisco, CA, USA
- Department of Biomedical Informatics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Esther J. Beck
- Department of Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ramez Kouzy
- Department of Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Joseph Abi Jaoude
- Department of Radiation Oncology, Stanford University, Stanford, CA, USA
| | - Adina H. Passy
- Department of Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Avital M. Miller
- Department of Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Gabrielle S. Kupferman
- Department of Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Clifton David Fuller
- Department of Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Charles R. Thomas
- Department of Radiation Oncology and Applied Sciences, Dartmouth Cancer Center, Geisel School of Medicine, Lebanon, NH, USA
| | - Eugene J. Koay
- Department of Gastrointestinal Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Chad Tang
- Department of Genitourinary Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Translational Molecular Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Investigational Cancer Therapeutics, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Pavlos Msaouel
- Department of Translational Molecular Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Genitourinary Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ethan B. Ludmir
- Department of Gastrointestinal Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Ozkan EE, Serel TA, Soyupek AS, Kaymak ZA. Utilization of machine learning methods for prediction of acute and late rectal toxicity due to curative prostate radiotherapy. RADIATION PROTECTION DOSIMETRY 2024; 200:1244-1250. [PMID: 38932433 DOI: 10.1093/rpd/ncae154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 04/17/2024] [Accepted: 06/13/2024] [Indexed: 06/28/2024]
Abstract
OBJECTIVE Rectal toxicity is one of the primary dose-limiting side effects of prostate cancer radiotherapy, and consequential impairment on quality of life in these patients with long survival is an important problem. In this study, we aimed to evaluate the possibility of predicting rectal toxicity with artificial intelligence model which was including certain dosimetric parameters. MATERIALS AND METHODS One hundred and thirty-seven patients with a diagnosis of prostate cancer who received curative radiotherapy for prostate +/- pelvic lymphatics were included in the study. The association of the clinical data and dosimetric data between early and late rectal toxicity reported during follow-up was evaluated. The sample size was increased to 274 patients by synthetic data generation method. To determine suitable models, 15 models were studied with machine learning algorithms using Python 2.3, Pycaret library. Random forest classifier was used with to detect active variables. RESULTS The area under the curve and accuracy were found to be 0.89-0.97 and 95%-99%, respectively, with machine learning algorithms. The sensitivity values for acute and toxicity were found to be 0.95 and 0.99, respectively. CONCLUSION Early or late rectal toxicity can be predicted with a high probability via dosimetric and physical data and machine learning algorithms of patients who underwent prostate +/- pelvic radiotherapy. The fact that rectal toxicity can be predicted before treatment, which may result in limiting the dose and duration of treatment, makes us think that artificial intelligence can enter our daily practice in a short time in this sense.
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Affiliation(s)
- Emine Elif Ozkan
- Department of Radiation Oncology, Suleyman Demirel University, Isparta, 32260, Türkiye
| | - Tekin Ahmet Serel
- Department of Urology, Suleyman Demirel University, Isparta, 32260, Türkiye
| | - Arap Sedat Soyupek
- Department of Urology, Suleyman Demirel University, Isparta, 32260, Türkiye
| | - Zumrut Arda Kaymak
- Department of Radiation Oncology, Suleyman Demirel University, Isparta, 32260, Türkiye
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Hammers J, Lindsay D, Narayanasamy G, Sud S, Tan X, Dooley J, Marks LB, Chen RC, Das SK, Mavroidis P. Evaluation of the clinical impact of the differences between planned and delivered dose in prostate cancer radiotherapy based on CT-on-rails IGRT and patient-reported outcome scores. J Appl Clin Med Phys 2022; 24:e13780. [PMID: 36087039 PMCID: PMC9859987 DOI: 10.1002/acm2.13780] [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: 03/15/2022] [Revised: 06/10/2022] [Accepted: 07/18/2022] [Indexed: 01/26/2023] Open
Abstract
PURPOSE To estimate the clinical impact of differences between delivered and planned dose using dose metrics and normal tissue complication probability (NTCP) modeling. METHODS Forty-six consecutive patients with prostate adenocarcinoma between 2010 and 2015 treated with intensity-modulated radiation therapy (IMRT) and who had undergone computed tomography on rails imaging were included. Delivered doses to bladder and rectum were estimated using a contour-based deformable image registration method. The bladder and rectum NTCP were calculated using dose-response parameters applied to planned and delivered dose distributions. Seven urinary and gastrointestinal symptoms were prospectively collected using the validated prostate cancer symptom indices patient reported outcome (PRO) at pre-treatment, weekly treatment, and post-treatment follow-up visits. Correlations between planned and delivered doses against PRO were evaluated in this study. RESULTS Planned mean doses to bladder and rectum were 44.9 ± 13.6 Gy and 42.8 ± 7.3 Gy, while delivered doses were 46.1 ± 13.4 Gy and 41.3 ± 8.7 Gy, respectively. D10cc for rectum was 64.1 ± 7.6 Gy for planned and 60.1 ± 9.3 Gy for delivered doses. NTCP values of treatment plan were 22.3% ± 8.4% and 12.6% ± 5.9%, while those for delivered doses were 23.2% ± 8.4% and 9.9% ± 8.3% for bladder and rectum, respectively. Seven of 25 patients with follow-up data showed urinary complications (28%) and three had rectal complications (12%). Correlations of NTCP values of planned and delivered doses with PRO follow-up data were random for bladder and moderate for rectum (0.68 and 0.67, respectively). CONCLUSION Sensitivity of bladder to clinical variations of dose accumulation indicates that an automated solution based on a DIR that considers inter-fractional organ deformation could recommend intervention. This is intended to achieve additional rectum sparing in cases that indicate higher than expected dose accumulation early during patient treatment in order to prevent acute severity of bowel symptoms.
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Affiliation(s)
- Jacob Hammers
- Department of Radiation OncologyUniversity of North Carolina at Chapel HillNorth CarolinaUSA
| | - Daniel Lindsay
- Department of Radiation OncologyUniversity of North Carolina at Chapel HillNorth CarolinaUSA
| | - Ganesh Narayanasamy
- Department of Radiation OncologyUniversity of Arkansas for Medical SciencesArkansasUSA
| | - Shivani Sud
- Department of Radiation OncologyUniversity of North Carolina at Chapel HillNorth CarolinaUSA
| | - Xianming Tan
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina HospitalsChapel HillNorth CarolinaUSA
| | - John Dooley
- Department of Radiation OncologyUniversity of North Carolina at Chapel HillNorth CarolinaUSA
| | - Lawrence B. Marks
- Department of Radiation OncologyUniversity of North Carolina at Chapel HillNorth CarolinaUSA
| | - Ronald C. Chen
- Department of Radiation OncologyUniversity of North Carolina at Chapel HillNorth CarolinaUSA
| | - Shiva K. Das
- Department of Radiation OncologyUniversity of North Carolina at Chapel HillNorth CarolinaUSA
| | - Panayiotis Mavroidis
- Department of Radiation OncologyUniversity of North Carolina at Chapel HillNorth CarolinaUSA
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Coleman RL, Beck JT, Baranda JC, Jacobs I, Smoyer KE, Lee LJ, Askerova Z, McGinnis J, Ganti AK. The Use of Patient-Reported Outcome Measures in Phase I Oncology Clinical Trials. Oncology 2021; 99:444-453. [PMID: 33823518 DOI: 10.1159/000514874] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Accepted: 01/18/2021] [Indexed: 11/19/2022]
Abstract
OBJECTIVE To investigate patient-reported outcome (PRO) usage in phase I oncology clinical trials, including types of PRO measures and changes over time. METHODS We analyzed ClinicalTrials.gov records of phase I oncology clinical trials completed by December 2019. RESULTS Of all eligible trials, 2.3% (129/5,515) reported ≥1 PRO, totaling 181 instances of PRO usage. PRO usage increased over time, from 0.6% (trials initiated before 2000) to 3.4% (trials starting between 2015 and 2019). The most common PRO measures were unspecified (29%), tumor-specific (24%), and generic cancer (19%). CONCLUSION Although uncommon in phase I oncology clinical trials, PRO usage is increasing over time. PRO measures were often unspecified on ClinicalTrials.gov, suggesting that more precise reporting and standardization are needed.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Apar Kishor Ganti
- VA Nebraska Western Iowa Health Care System and University of Nebraska Medical Center, Omaha, Nebraska, USA
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Tran F, Schirmer JH, Ratjen I, Lieb W, Helliwell P, Burisch J, Schulz J, Schrinner F, Jaeckel C, Müller-Ladner U, Schreiber S, Hoyer BF. Patient Reported Outcomes in Chronic Inflammatory Diseases: Current State, Limitations and Perspectives. Front Immunol 2021; 12:614653. [PMID: 33815372 PMCID: PMC8012677 DOI: 10.3389/fimmu.2021.614653] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Accepted: 03/02/2021] [Indexed: 01/20/2023] Open
Abstract
Chronic inflammatory diseases (CID) are emerging disorders which do not only affect specific organs with respective clinical symptoms but can also affect various aspects of life, such as emotional distress, anxiety, fatigue and quality of life. These facets of chronic disease are often not recognized in the therapy of CID patients. Furthermore, the symptoms and patient-reported outcomes often do not correlate well with the actual inflammatory burden. The discrepancy between patient-reported symptoms and objectively assessed disease activity can indeed be instructive for the treating physician to draw an integrative picture of an individual's disease course. This poses a challenge for the design of novel, more comprehensive disease assessments. In this mini-review, we report on the currently available patient-reported outcomes, the unmet needs in the field of chronic inflammatory diseases and the challenges of addressing these.
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Affiliation(s)
- Florian Tran
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, Kiel, Germany
- Department of Internal Medicine I, University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Jan Henrik Schirmer
- Department of Internal Medicine I, University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Ilka Ratjen
- Institute of Epidemiology and Biobank PopGen, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Wolfgang Lieb
- Institute of Epidemiology and Biobank PopGen, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Philip Helliwell
- UK and Leeds Musculoskeletal Biomedical Research Unit, Leeds Teaching Hospitals NHS Trust, Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, United Kingdom
| | - Johan Burisch
- Gastrounit, Medical Section, Hvidovre University Hospital, Hvidovre, Denmark
| | - Juliane Schulz
- Department of Internal Medicine I, University Medical Center Schleswig-Holstein, Kiel, Germany
- Department of Oral and Maxillofacial Surgery, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Florian Schrinner
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, Kiel, Germany
| | - Charlot Jaeckel
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, Kiel, Germany
| | - Ulf Müller-Ladner
- Department of Rheumatology and Clinical Immunology, Justus-Liebig-University Giessen, Kerckhoff-Klinik GmbH, Giessen, Germany
| | - Stefan Schreiber
- Department of Internal Medicine I, University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Bimba F. Hoyer
- Department of Internal Medicine I, University Medical Center Schleswig-Holstein, Kiel, Germany
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Yang Z, Olszewski D, He C, Pintea G, Lian J, Chou T, Chen RC, Shtylla B. Machine learning and statistical prediction of patient quality-of-life after prostate radiation therapy. Comput Biol Med 2020; 129:104127. [PMID: 33333364 DOI: 10.1016/j.compbiomed.2020.104127] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Revised: 10/26/2020] [Accepted: 11/15/2020] [Indexed: 12/25/2022]
Abstract
Thanks to advancements in diagnosis and treatment, prostate cancer patients have high long-term survival rates. Currently, an important goal is to preserve quality of life during and after treatment. The relationship between the radiation a patient receives and the subsequent side effects he experiences is complex and difficult to model or predict. Here, we use machine learning algorithms and statistical models to explore the connection between radiation treatment and post-treatment gastro-urinary function. Since only a limited number of patient datasets are currently available, we used image flipping and curvature-based interpolation methods to generate more data to leverage transfer learning. Using interpolated and augmented data, we trained a convolutional autoencoder network to obtain near-optimal starting points for the weights. A convolutional neural network then analyzed the relationship between patient-reported quality-of-life and radiation doses to the bladder and rectum. We also used analysis of variance and logistic regression to explore organ sensitivity to radiation and to develop dosage thresholds for each organ region. Our findings show no statistically significant association between the bladder and quality-of-life scores. However, we found a statistically significant association between the radiation applied to posterior and anterior rectal regions and changes in quality of life. Finally, we estimated radiation therapy dose thresholds for each organ. Our analysis connects machine learning methods with organ sensitivity, thus providing a framework for informing cancer patient care using patient reported quality-of-life metrics.
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Affiliation(s)
- Zhijian Yang
- New York University, New York, NY, 10012, USA; Applied Mathematics and Computational Science Program, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Daniel Olszewski
- Carroll College, Helena, MT, 59625, USA; Computer, Information Science and Engineering Department, University of Florida, Gainesville, FL, 32611, USA
| | - Chujun He
- Smith College, Northampton, MA, 01063, USA
| | - Giulia Pintea
- Simmons University, Boston, MA, USA; Department of Psychology, Tufts University, Boston, MA, 02111, USA
| | - Jun Lian
- Department of Radiation Oncology, The University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Tom Chou
- Depts. of Computational Medicine and Mathematics, UCLA, Los Angeles, CA, 90095-1766, USA
| | - Ronald C Chen
- Department of Radiation Oncology, University of Kansas Medical Center, Kansas City, KS, 66160, USA
| | - Blerta Shtylla
- Department of Mathematics, Pomona College, Claremont, CA, 91711, USA; Early Clinical Development, Pfizer Worldwide Research, Development, and Medical, Pfizer Inc, San Diego, CA, 92121, USA.
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Kennedy F, Shearsmith L, Ayres M, Lindner OC, Marston L, Pass A, Danson S, Velikova G. Online monitoring of patient self-reported adverse events in early phase clinical trials: Views from patients, clinicians, and trial staff. Clin Trials 2020; 18:168-179. [PMID: 33231103 PMCID: PMC8010887 DOI: 10.1177/1740774520972125] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
BACKGROUND/AIMS New classes of cancer drugs bring a range of unknown and undesirable adverse events. Adverse event monitoring is essential in phase I trials to assess toxicity and safety. In phase II, the focus is also on efficacy but robust data on adverse events continue to inform the safety and the adverse event profile. Standard, clinician-led monitoring has been shown to underestimate patients' symptoms. Hence, patient-reported adverse event monitoring has been argued to complement and improve the information on adverse events in early phase clinical trials. With advances in information technology, real-time patient self-reported adverse events in trials are feasible. This study explored the experiences and procedures for reporting adverse events in early phase trials among patients, clinical staff, and trial staff, and their views on using an electronic patient-reported outcome adverse event system in this setting. METHODS Qualitative interviews were conducted with patients, purposively sampled across ages, gender, and different phases of trials, and with clinical and trial-related staff involved in early phase trials (e.g. consultants, research nurses, hospital-based trial assistants/data managers, trial unit management staff). Interviews explored patient experiences and views on current adverse event reporting processes and electronic patient-reported outcome adverse event reporting. Framework analysis techniques were used to analyse the data. RESULTS Interviewees were from two hospital trusts with early phase portfolios in England and a trial unit, and included sixteen patients, five consultants, four research nurses, five hospital-based trial staff, and two trial unit staff. Interviews identified three key themes (patient experiences, data flow, and views on electronic patient-reported outcome adverse event reporting). Stakeholders emphasised the intensity of trials for patients and the importance of extensive information provision within the uncertainty of early phase trial drugs. Regular face-to-face appointments for patients supplemented by telephone contact aimed to capture any adverse events. Delayed or under-reporting of mild- or low-severity symptoms was evident among patients. Hospital-based staff highlighted the challenges of current data collection including intense timescales, monitoring by trial sponsors, and high workload. Positive views on electronic patient-reported outcome adverse events highlighted that this could provide a more comprehensive and accurate view on the side effects of new drugs. Clinical staff emphasised patient safety and the need for clear responsibilities for monitoring. The need for careful decision-making about data flow and symptom attribution was highlighted; with trial unit staff emphasising the need for clinician review. CONCLUSION Technology advances mean it is timely to explore the benefits and challenges of electronic patient-reported outcome adverse event reporting. This is a complex area warranting further consideration within the trial community. We have developed an online patient self-reporting tool and a small pilot with early phase trial patients is underway.
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Affiliation(s)
- Fiona Kennedy
- Patient Reported Outcomes Group, Section of Patient-Centred Outcomes Research, Leeds Institute of Medical Research (LIMR) at St James's, University of Leeds, Leeds, UK
| | - Leanne Shearsmith
- Patient Reported Outcomes Group, Section of Patient-Centred Outcomes Research, Leeds Institute of Medical Research (LIMR) at St James's, University of Leeds, Leeds, UK
| | - Michael Ayres
- Patient Reported Outcomes Group, Section of Patient-Centred Outcomes Research, Leeds Institute of Medical Research (LIMR) at St James's, University of Leeds, Leeds, UK
| | - Oana C Lindner
- Patient Reported Outcomes Group, Section of Patient-Centred Outcomes Research, Leeds Institute of Medical Research (LIMR) at St James's, University of Leeds, Leeds, UK
| | - Lewis Marston
- Patient Reported Outcomes Group, Section of Patient-Centred Outcomes Research, Leeds Institute of Medical Research (LIMR) at St James's, University of Leeds, Leeds, UK
| | - Alison Pass
- Sheffield Experimental Cancer Medicine Centre, University of Sheffield & Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Sarah Danson
- Sheffield Experimental Cancer Medicine Centre, University of Sheffield & Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Galina Velikova
- Patient Reported Outcomes Group, Section of Patient-Centred Outcomes Research, Leeds Institute of Medical Research (LIMR) at St James's, University of Leeds, Leeds, UK
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Chen SSS, Cheng TC, Chiu LP, Tasi LY, Huang SS, Tsay SL. Predictors for lower urinary tract symptoms and the urinary specific quality of life in prostate cancer patients: One-year follow-up. J Chin Med Assoc 2019; 82:482-487. [PMID: 31180946 DOI: 10.1097/jcma.0000000000000110] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Prostate cancer (PCa) is the most frequently diagnosed cancer and is becoming a growing concern in global epidemiology. Quality of life of patients has become a major outcome for cancer care but limited study investigated quality of life of PCa patients. Our study is to investigate predictors for treatment outcomes of lower urinary tract symptoms (LUTS), nocturia, and the urinary specific quality of life (uQoL) in PCa patients one year following treatment. METHODS A prospective study of 131 consecutive patients was conducted with outcome measurements before treatment, at 3 months, 6 months, and one year following therapy. We utilized the International Prostate Symptom Score questionnaire to collect data. Generalized estimating equations were performed to identify predictors for major outcomes of LUTS, nocturia, and uQoL. RESULTS LUTS increased slightly over time, but nocturia and uQoL were improved from baseline to 12 months. Results of the interaction analysis indicated that patients with TNM stage 3 compared with those with stage 2 had a reduction in LUTS from diagnosis to 6 months. Patients who received surgery or radiation compared to hormone therapy had worse nocturia from diagnosis to 6 months compared to those of patients who received hormone therapy. Higher body mass index (BMI) decreased the uQoL from diagnosis to 3 months, and higher prostate-specific antigen (PSA) level deteriorated the uQoL from diagnosis to 12 months. CONCLUSION TNM stage and BMI affected the LUTS. Patients undergone a prostatectomy or radiation therapy showed more frequency of nocturia, BMI and PSA were also risk factors for nocturia. Moreover, patients' age, BMI, and PSA affected uQoL. In such patients, we recommend close monitoring of patients' specific characteristics such as TNM stage, BMI, and PSA for a better quality of life.
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Affiliation(s)
- Saint Shiou-Sheng Chen
- Division of Urology, Taipei City Hospital, Taipei, Taiwan, ROC
- National Yang-Ming University, School of Medicine, Taipei, Taiwan, ROC
| | - Tse-Chou Cheng
- Division of Urology, Chi-Mei Medical Center, Liouying, Taiwan, ROC
- College of Nursing & Health Sciences, Dayeh University, Changhua, Taiwan, ROC
| | - Li-Pin Chiu
- Division of General Surgery, Taipei City Hospital, Taipei, Taiwan, ROC
| | - Li-Yun Tasi
- College of Nursing & Health Sciences, Dayeh University, Changhua, Taiwan, ROC
| | - Sheng-Shiung Huang
- College of Nursing & Health Sciences, Dayeh University, Changhua, Taiwan, ROC
| | - Shiow-Luan Tsay
- College of Nursing & Health Sciences, Dayeh University, Changhua, Taiwan, ROC
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Mavroidis P, Pearlstein KA, Dooley J, Sun J, Saripalli S, Das SK, Wang AZ, Chen RC. Fitting NTCP models to bladder doses and acute urinary symptoms during post-prostatectomy radiotherapy. Radiat Oncol 2018; 13:17. [PMID: 29394931 PMCID: PMC5797360 DOI: 10.1186/s13014-018-0961-x] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Accepted: 01/18/2018] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND To estimate the radiobiological parameters of three popular normal tissue complication probability (NTCP) models, which describe the dose-response relations of bladder regarding different acute urinary symptoms during post-prostatectomy radiotherapy (RT). To evaluate the goodness-of-fit and the correlation of those models with those symptoms. METHODS Ninety-three consecutive patients treated from 2010 to 2015 with post-prostatectomy image-guided intensity modulated radiotherapy (IMRT) were included in this study. Patient-reported urinary symptoms were collected pre-RT and weekly during treatment using the validated Prostate Cancer Symptom Indices (PCSI). The assessed symptoms were flow, dysuria, urgency, incontinence, frequency and nocturia using a Likert scale of 1 to 4 or 5. For this analysis, an increase by ≥2 levels in a symptom at any time during treatment compared to baseline was considered clinically significant. The dose volume histograms of the bladder were calculated. The Lyman-Kutcher-Burman (LKB), Relative Seriality (RS) and Logit NTCP models were used to fit the clinical data. The fitting of the different models was assessed through the area under the receiver operating characteristic curve (AUC), Akaike information criterion (AIC) and Odds Ratio methods. RESULTS For the symptoms of urinary urgency, leakage, frequency and nocturia, the derived LKB model parameters were: 1) D50 = 64.2Gy, m = 0.50, n = 1.0; 2) D50 = 95.0Gy, m = 0.45, n = 0.50; 3) D50 = 83.1Gy, m = 0.56, n = 1.00; and 4) D50 = 85.4Gy, m = 0.60, n = 1.00, respectively. The AUC values for those symptoms were 0.66, 0.58, 0.64 and 0.64, respectively. The differences in AIC between the different models were less than 2 and ranged within 0.1 and 1.3. CONCLUSIONS Different dose metrics were correlated with the symptoms of urgency, incontinence, frequency and nocturia. The symptoms of urinary flow and dysuria were poorly associated with dose. The values of the parameters of three NTCP models were determined for bladder regarding four acute urinary symptoms. All the models could fit the clinical data equally well. The NTCP predictions of urgency showed the best correlation with the patient reported outcomes.
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Affiliation(s)
- Panayiotis Mavroidis
- Department of Radiation Oncology, University of North Carolina, 101 Manning Dr, Chapel Hill, NC 27599-7512 USA
| | - Kevin A. Pearlstein
- Department of Radiation Oncology, University of North Carolina, 101 Manning Dr, Chapel Hill, NC 27599-7512 USA
| | - John Dooley
- Department of Radiation Oncology, University of North Carolina, 101 Manning Dr, Chapel Hill, NC 27599-7512 USA
| | - Jasmine Sun
- Department of Radiation Oncology, University of North Carolina, 101 Manning Dr, Chapel Hill, NC 27599-7512 USA
| | - Srinivas Saripalli
- Department of Radiation Oncology, University of North Carolina, 101 Manning Dr, Chapel Hill, NC 27599-7512 USA
| | - Shiva K. Das
- Department of Radiation Oncology, University of North Carolina, 101 Manning Dr, Chapel Hill, NC 27599-7512 USA
| | - Andrew Z. Wang
- Department of Radiation Oncology, University of North Carolina, 101 Manning Dr, Chapel Hill, NC 27599-7512 USA
| | - Ronald C. Chen
- Department of Radiation Oncology, University of North Carolina, 101 Manning Dr, Chapel Hill, NC 27599-7512 USA
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10
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Patient-reported quality of life during definitive and postprostatectomy image-guided radiation therapy for prostate cancer. Pract Radiat Oncol 2017; 7:e117-e124. [DOI: 10.1016/j.prro.2016.08.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2016] [Revised: 08/05/2016] [Accepted: 08/08/2016] [Indexed: 11/20/2022]
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Smyth EN, Shen W, Bowman L, Peterson P, John W, Melemed A, Liepa AM. Patient-reported pain and other quality of life domains as prognostic factors for survival in a phase III clinical trial of patients with advanced breast cancer. Health Qual Life Outcomes 2016; 14:52. [PMID: 27016084 PMCID: PMC4807577 DOI: 10.1186/s12955-016-0449-z] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2015] [Accepted: 03/09/2016] [Indexed: 12/16/2022] Open
Abstract
Background Patient-reported outcomes have been associated with survival in numerous studies across cancer types, including breast cancer. However, the Brief Pain Inventory-Short Form (BPI-SF) and the Rotterdam Symptom Checklist (RSCL) have rarely been investigated in this regard in breast cancer. Methods Here we describe a post hoc analysis of the prognostic effect of baseline scores of these instruments on survival in a phase III trial of patients with advanced breast cancer who received gemcitabine plus paclitaxel or paclitaxel alone after anthracycline-based adjuvant or neoadjuvant therapy. The variables for this analysis were baseline BPI-SF “worst pain” and BPI-SF “pain interference” scores, and four RSCL subscales (each transformed to 0–100). Univariate and multivariate Cox models were used, the latter in the presence of 11 demographic/clinical variables. Kaplan-Meier curves and log-rank tests were used to compare survival for patients by BPI-SF or RSCL scores. Results Of 529 randomized patients, 286 provided BPI-SF data and 336 provided RSCL data at baseline. Univariate analyses identified BPI-SF worst pain and pain interference (both hazard ratios [HR], 1.07 for a 1-point increase; both p ≤ 0.0061) and three of four RSCL subscales [activity level, physical distress, and health-related quality of life (HRQOL) (HR, 0.86–0.91 for 10-point increase all p ≤ 0.0104)], to have significant prognostic effect for survival. BPI-SF worst pain (p = 0.0342) and RSCL activity level (p = 0.0004) were prognostic in the multivariate analysis. Median survival for patients categorized by BPI-SF worst pain score was 23.8 (n = 91), 17.9 (n = 94) and 14.6 (n = 94) months for scores 0, 1–4, and 5–10, respectively (log-rank p = 0.0065). Median survival was 23.8 and 14.6 months for patients (n = 330) with above- and below-median RSCL activity level scores respectively (log-rank p < 0.0001). Conclusion Pretreatment BPI-SF worst pain and RSCL activity scores provide distinct prognostic information for survival in patients receiving paclitaxel or gemcitabine plus paclitaxel for advanced breast cancer even after controlling for multiple demographic and clinical factors. Trial registration Clinicaltrials.gov, NCT00006459.
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Affiliation(s)
- Emily Nash Smyth
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA.
| | - Wei Shen
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Lee Bowman
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Patrick Peterson
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - William John
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Allen Melemed
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Astra M Liepa
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
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Gnanasakthy A, DeMuro C. Overcoming Organizational Challenges of Integrating Patient-Reported Outcomes in Oncology Clinical Trials. Ther Innov Regul Sci 2015; 49:822-830. [PMID: 30222383 DOI: 10.1177/2168479015608413] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Patients with cancer frequently experience multiple symptoms that may cause significant distress and may impair physical, emotional, and social functioning and health-related quality of life. Drug development in oncology is characterized by a high attrition rate of new compounds, faster development times encouraged by the regulatory process, studies that are often open and single-arm, and emphasis on survival-related endpoints, creating unique challenges for the inclusion of patient reported outcomes (PROs). These challenges to include PRO-related endpoints in oncology research are further exacerbated by downward pressure on budget and resources and also an overly rigorous application of the US Food and Drug Administration's PRO guidance, which can in turn prevent study teams from optimally including PROs in oncology clinical trials. With increasing calls for demonstration of value of new cancer drugs from payers, patients, and their caregivers, study teams should consider the utility of PROs beyond regulatory needs. Optimal implementation of a PRO strategy in oncology research can be achieved by applying the PRO guidance to the greatest extent possible, making use of off-the-shelf PRO measures to capture concepts of interest, discussing plans with the regulatory bodies early in the process, and treating PRO-related endpoints with the same level of rigor as other endpoints.
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Affiliation(s)
| | - Carla DeMuro
- 1 RTI Health Solutions, Research Triangle Park, NC, USA
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A study of donepezil in female breast cancer survivors with self-reported cognitive dysfunction 1 to 5 years following adjuvant chemotherapy. J Cancer Surviv 2015; 10:176-84. [PMID: 26130292 DOI: 10.1007/s11764-015-0463-x] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2015] [Accepted: 06/07/2015] [Indexed: 12/15/2022]
Abstract
PURPOSE Some breast cancer survivors report cognitive difficulties greater than 1 year after chemotherapy. Acetylcholinesterase inhibitors (AChEI) may improve cognitive impairment. We conducted a randomized, placebo-controlled, pilot study to assess the feasibility of using the AChEI, donepezil, to improve subjective and objective measures of cognitive function in breast cancer survivors. METHODS Women who received adjuvant chemotherapy 1-5 years prior with current cognitive dysfunction symptoms were randomized to 5 mg of donepezil/day vs placebo for 6 weeks and if tolerated 10 mg/day for 18 weeks for a total of 24 weeks. A battery of validated measures of attention, memory, language, visuomotor skills, processing speed, executive function, and motor dexterity and speed was administered at baseline and at 24 and 36 weeks. Subjective cognitive function, fatigue, sleep, mood, and health-related quality of life were evaluated at baseline and at 12, 24, and 36 weeks. RESULTS Sixty-two patients were enrolled, 76 % completed the study, self-reported compliance was 98 %, and toxicities were minimal. At the end of treatment, the donepezil group performed significantly better than the control group on two parameters of memory-the Hopkins Verbal Learning Test -Revised (HVLT-R) Total Recall (p = 0.033) and HVLT-R Discrimination (p = 0.036). There were no significant differences on other cognitive variables or in subjective cognitive function or quality of life. CONCLUSION Accrual to this feasibility trial was robust, retention was good, compliance was excellent, and toxicities were minimal. IMPLICATIONS FOR CANCER SURVIVORS Randomized clinical trials in breast cancer survivors to improve cognitive dysfunction are feasible. A phase III trial testing the efficacy of donepezil is warranted given these pilot results.
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Patient-reported outcomes as end points and outcome indicators in solid tumours. Nat Rev Clin Oncol 2015; 12:358-70. [DOI: 10.1038/nrclinonc.2015.29] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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Osann K, Hsieh S, Nelson EL, Monk BJ, Chase D, Cella D, Wenzel L. Factors associated with poor quality of life among cervical cancer survivors: implications for clinical care and clinical trials. Gynecol Oncol 2014; 135:266-72. [PMID: 25192629 PMCID: PMC4479396 DOI: 10.1016/j.ygyno.2014.08.036] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2014] [Revised: 08/22/2014] [Accepted: 08/26/2014] [Indexed: 11/29/2022]
Abstract
INTRODUCTION The purpose of this study is to identify factors that are associated with poor quality of life (QOL) among cervical cancer survivors. METHODS Patients identified through the California Cancer Registry were recruited to participate in a randomized counseling intervention. Patient-reported outcomes (PROs) were collected at study baseline (9-30 months post-diagnosis) and subsequent to the intervention. Multivariable linear models were used to identify independent factors associated with poor baseline QOL. RESULTS Non-Hispanic (N=121) and Hispanic (N=83) women aged 22-73 completed baseline measures. Approximately 50% of participants received radiation therapy with or without chemotherapy. Compared to the US population, cervical cancer patients reported lower QOL and significantly higher levels of depression and anxiety (26% and 28% >1 SD above the general population means, respectively). Among those in the lowest quartile for QOL, 63% had depression levels >1 SD above the mean. In addition, treatment with radiation±chemotherapy (p=0.014), and self-reported comorbidities predating the cancer diagnosis (p<0.001) were associated with lower QOL. Sociodemographic characteristics explained only a small portion of variance in QOL (r(2)=0.23). Persistent gynecologic problems, low social support, depression, somatization, less adaptive coping, comorbidities, sleep problems and low education were all independently associated with low QOL in multivariate analysis (r(2)=0.74). CONCLUSION We have identified key psychological and physical health factors that contribute significantly to poor quality of life subsequent to definitive cancer treatment. The majority of these factors are amenable to supportive care interventions and should be evaluated at the time of primary treatment.
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Affiliation(s)
- Kathryn Osann
- Department of Medicine, Division of Hematology/Oncology, University of California, Irvine, Irvine, CA, USA; Chao Family Comprehensive Cancer Center, University of California, Irvine, Irvine, CA, USA
| | - Susie Hsieh
- Department of Medicine, Health Policy Research Institute, University of California, Irvine, Irvine, CA, USA; Chao Family Comprehensive Cancer Center, University of California, Irvine, Irvine, CA, USA
| | - Edward L Nelson
- Department of Medicine, Division of Hematology/Oncology, University of California, Irvine, Irvine, CA, USA; Chao Family Comprehensive Cancer Center, University of California, Irvine, Irvine, CA, USA
| | | | | | | | - Lari Wenzel
- Program in Public Health, University of California, Irvine, Irvine, CA, USA; Department of Medicine, Health Policy Research Institute, University of California, Irvine, Irvine, CA, USA; Chao Family Comprehensive Cancer Center, University of California, Irvine, Irvine, CA, USA.
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The efficacy of Pistacia Terebinthus soap in the treatment of cetuximab-induced skin toxicity. Invest New Drugs 2014; 32:1295-300. [PMID: 24930136 DOI: 10.1007/s10637-014-0128-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2014] [Accepted: 06/10/2014] [Indexed: 01/27/2023]
Abstract
This open-labeled phase II, efficacy-finding study evaluated the efficiency and safety of Pistacia terebinthus soap in metastatic colorectal cancer patients who developed cetuximab induced skin toxicity. Patients who received cetuximab plus chemotherapy and developed Grade 2 or 3 skin toxicity were treated twice daily with a soap made of oil extracted from Pistacia terebinthus. During treatment, no topical or oral antibiotics, corticosteroids or other moisturizers were used. Patients were examined 1 week later and their photographs were taken. Fifteen mCRC patients who developed skin toxicity while receiving first-line CTX in combination with chemotherapy were included into the study. Eight patients were male and the median age was 58 (25-70). Sixty percent of the patients (n:9) had Grade 3 skin toxicity. Complete response rates in patients with Grade 2 and Grade 3 skin toxicities were 100 and 33%, respectively. In the remaining patients with Grade 3 toxicity the skin toxicity regressed to Grade 1. The objective response rate was 100%, and no delay, dose reduction or discontinuation of CTX treatment due to skin toxicity was necessary. Skin toxicity reoccurred in all patients when patients stopped administering the soap and therefore they used it throughout the cetuximab treatment. Pistacia terebinthus soap seemed to be used safely and effectively in the treatment of skin toxicity induced by Cetuximab.
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Koldenhof JJ, Witteveen PO, de Vos R, Walraven M, Tillier CN, Verheul HMW, Teunissen SCCM. Symptoms from treatment with sunitinib or sorafenib: a multicenter explorative cohort study to explore the influence of patient-reported outcomes on therapy decisions. Support Care Cancer 2014; 22:2371-80. [PMID: 24687539 DOI: 10.1007/s00520-014-2223-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2013] [Accepted: 03/20/2014] [Indexed: 12/17/2022]
Abstract
PURPOSE Optimal long-lasting treatment with sunitinib and sorafenib is limited by dose modifications (DMs) due to adverse events (AEs). These AEs may be underrecognized and their influence on health-related quality of life (HRQL) underestimated. Improved insight into the relationship between AEs and therapy decisions is needed. To improve decision making around managing symptoms and reduce DMs, this study was set up to explore the influence of patient-reported symptoms on therapy decisions. METHODS In this multicenter cohort study, patient characteristics, reasons for and different forms of used dose modifications, and AEs were prospectively obtained from cancer patients on sunitinib/sorafenib treatment. Used instruments to get insight into AEs were the patient-scored Utrecht Symptom Diary (USD) and the professional-scored Common Terminology Criteria for AEs version 3.0. RESULTS Median total treatment duration in 42 patients was 16 weeks. Median time till dose modification was 10 weeks. DMs occurred mostly due to multiple mild AEs. By using the USD, a higher prevalence of most AEs was found compared to the literature. Sixty percent of the patients experienced a decreased HRQL due to multiple AEs. CONCLUSIONS Because severe AEs due to sunitinib/sorafenib treatment seldom occur, it is more important to focus on treating and preventing multiple mild AEs with higher impact on HRQL, when trying to avoid dose modifications. Using patient self-reported measurement methods helps to early recognize symptoms and to differentiate among symptom intensities. This systematic approach might help to achieve the optimal dosing, which might improve PFS and OS.
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Affiliation(s)
- J J Koldenhof
- Department of Medical Oncology, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands,
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Calvo E, Grünwald V, Bellmunt J. Controversies in renal cell carcinoma: treatment choice after progression on vascular endothelial growth factor-targeted therapy. Eur J Cancer 2014; 50:1321-9. [PMID: 24594299 DOI: 10.1016/j.ejca.2014.02.007] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2013] [Revised: 02/04/2014] [Accepted: 02/05/2014] [Indexed: 12/24/2022]
Abstract
The mammalian target of rapamycin inhibitor (mTORI) everolimus and the tyrosine kinase inhibitor (TKI) axitinib are the only two post-first-line treatment options for metastatic renal cell carcinoma (mRCC) licensed at present. Extrapolation of robust phase III studies suggests that median progression-free survival (PFS) is similar between agents. This presents a dilemma for the physician planning treatment for their patients with mRCC: should they be treated with a TKI-mTORI or a TKI-TKI sequence? The lack of direct comparison between axitinib and everolimus leaves the clinician without clear guidance on the optimal choice in second-line therapy. In phase III studies, both post first-line everolimus and axitinib have been shown to delay disease progression; however, cumulative toxicity with sequential use of TKIs may result in more treatment interruptions or dose reductions or increased likelihood of adverse events. While everolimus exerts a tolerability advantage, axitinib is associated with higher response rate and a similar PFS benefit. Proven superiority cannot be used to guide treatment sequence selection in mRCC. Instead, therapeutic planning requires us to take a long-term view of our patient's treatment that includes quality of life and a balance between symptom control, adverse event management and avoidance of unnecessary drug interruptions or dose reductions. In the absence of curative therapies, sustaining a patient's quality of life is a major goal throughout the course of treatment and choosing a second-line agent that is able to adequately achieve this by limiting adverse events should be a priority.
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Affiliation(s)
- Emiliano Calvo
- Centro Integral Oncológico Clara Campal and START Madrid, Madrid, Spain.
| | - Viktor Grünwald
- Clinic for Hematology, Hemostasis, Oncology and Stemcell Transplantation, Medical School Hannover, Germany
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Management of low-grade gliomas: a review of patient-perceived quality of life and neurocognitive outcome. World Neurosurg 2014; 82:e299-309. [PMID: 24560709 DOI: 10.1016/j.wneu.2014.02.033] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2013] [Revised: 11/08/2013] [Accepted: 02/18/2014] [Indexed: 01/23/2023]
Abstract
Low-grade glioma (LGG) comprises nearly 20% of all central nervous system glial tumors, with approximately 2000-3000 patients diagnosed annually in the United States. Because of their infiltrative ability and aggressive nature, the average 10-year survival is 30% when <90% of the tumor is resected. Since the 1970s, prognosis for LGGs has improved significantly. This improvement is primarily attributable to earlier diagnoses via magnetic resonance imaging scanning, increased awareness of the more favorable oligo component, technical advances in intraoperative neurosurgery, and stratification for young age. Using a number of prognostic factors, LGGs have been classified into low-risk and high-risk subgroups. Optimal therapy for patients with low-risk, supratentorial grade II glioma remains a highly controversial issue in the neuro-oncology community. The concerns regarding the toxicity of therapy often outweigh the benefits of delaying tumor progression. The recommendation for observation is made without full prospective understanding of the impact of radiologic tumor progression on the quality of life (QOL), neurocognitive function (NCF), seizure control, and functional status of these patients. We present a review of the current knowledge of the management of LGG with emphasis upon patient-reported outcomes of QOL, NCF, and seizure control. We also discuss current clinical trials with proposals to evaluate QOL, NCF, and seizure control in patients undergoing observation alone after newly diagnosed low-risk LGG or treatment options for those patients in the high-risk group.
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Quinten C, Martinelli F, Coens C, Sprangers MAG, Ringash J, Gotay C, Bjordal K, Greimel E, Reeve BB, Maringwa J, Ediebah DE, Zikos E, King MT, Osoba D, Taphoorn MJ, Flechtner H, Schmucker-Von Koch J, Weis J, Bottomley A. A global analysis of multitrial data investigating quality of life and symptoms as prognostic factors for survival in different tumor sites. Cancer 2013; 120:302-11. [PMID: 24127333 DOI: 10.1002/cncr.28382] [Citation(s) in RCA: 153] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2013] [Revised: 07/04/2013] [Accepted: 08/02/2013] [Indexed: 11/12/2022]
Affiliation(s)
- Chantal Quinten
- Quality of Life Department; European Organization for Research and Treatment of Cancer Headquarters; Brussels Belgium
| | - Francesca Martinelli
- Quality of Life Department; European Organization for Research and Treatment of Cancer Headquarters; Brussels Belgium
| | - Corneel Coens
- Quality of Life Department; European Organization for Research and Treatment of Cancer Headquarters; Brussels Belgium
| | | | - Jolie Ringash
- Department of Radiation Oncology, The Princess Margaret Hospital; University of Toronto; Toronto Ontario Canada
| | - Carolyn Gotay
- School of Population and Public Health; University of British Columbia; British Columbia Cancer Research Center; Vancouver British Columbia Canada
| | - Kristin Bjordal
- Oslo University Hospital; Department of Oncology, Norwegian Radium Hospital; Oslo Norway
| | - Eva Greimel
- Obstetrics and Gynecology; Medical University Graz; Graz Austria
| | - Bryce B. Reeve
- Department of Health Policy and Management; University of North Carolina; Chapel Hill North Carolina
| | - John Maringwa
- Quality of Life Department; European Organization for Research and Treatment of Cancer Headquarters; Brussels Belgium
| | - Divine E. Ediebah
- Quality of Life Department; European Organization for Research and Treatment of Cancer Headquarters; Brussels Belgium
| | - Efstathios Zikos
- Quality of Life Department; European Organization for Research and Treatment of Cancer Headquarters; Brussels Belgium
| | - Madeleine T. King
- Psycho-Oncology Cooperative Research Group; University of Sydney; Sydney New South Wales Australia
| | - David Osoba
- Quality of Life Consulting; West Vancouver British Columbia Canada
| | - Martin J. Taphoorn
- VU Medical Center/Medical Center Haaglanden; Amsterdam/the Hague Netherlands
| | - Henning Flechtner
- Child and Adolescent Psychiatry and Psychotherapy; University of Magdeburg; Magdeburg Germany
| | | | - Joachim Weis
- Tumorbiology Center at the Department of Psycho-oncology; University of Freiburg; Freiburg Germany
| | - Andrew Bottomley
- Quality of Life Department; European Organization for Research and Treatment of Cancer Headquarters; Brussels Belgium
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Søreide K, Søreide AH. Using patient-reported outcome measures for improved decision-making in patients with gastrointestinal cancer - the last clinical frontier in surgical oncology? Front Oncol 2013; 3:157. [PMID: 23785670 PMCID: PMC3682158 DOI: 10.3389/fonc.2013.00157] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2012] [Accepted: 06/03/2013] [Indexed: 11/18/2022] Open
Abstract
The genomic era has introduced concepts of “personalized medicine” and “targeted therapy” in the field of oncology. Medicine has become increasingly complex with a plethora of potential dilemmas in diagnosis, treatment, and management. The focus on classical outcomes for clinical decision-making is now increasingly being replaced by patient-reported outcome measures (PROMs). PROMs should increasingly now be in the center of patient-centered decision-making, based on valid, reliable, and clinically useful measures delivered directly by the patient to the caregiver. Surgeons’ ability to interpret and apply PROMs and quality of life results must improve by education and further research, and has an unreleased potential to contribute to a better understanding of the patients’ well-being. A number of caveats must be addressed before this can be brought to fruition; standardization for valid items; appropriate use of instruments; correct timing of the application; missing data handling, compliance, and respondent drop-outs are but a few issues to be addressed. Based on the apparent lack of use in both research and clinical work, it should call for an educational effort to address this among surgeons caring for patients with cancer.
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Affiliation(s)
- Kjetil Søreide
- Department of Gastrointestinal Surgery, Stavanger University Hospital , Stavanger , Norway ; Department of Clinical Medicine, University of Bergen , Bergen , Norway
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Patient-reported outcomes for axitinib vs sorafenib in metastatic renal cell carcinoma: phase III (AXIS) trial. Br J Cancer 2013; 108:1571-8. [PMID: 23579211 PMCID: PMC3668468 DOI: 10.1038/bjc.2013.145] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Background: Axitinib demonstrated greater progression-free survival vs sorafenib in a phase III study of previously treated patients with metastatic renal cell carcinoma. Here, we report patient-reported kidney-specific symptoms and health status, measured by the Functional Assessment of Cancer Therapy (FACT) Kidney Cancer Symptom Index (FKSI) and the European Quality of Life self-report questionnaire (EQ-5D). Methods: In all, 723 patients received axitinib (starting dose 5 mg twice daily (b.i.d.)) or sorafenib (400 mg b.i.d.). The FKSI-15, including the disease-related symptoms (FKSI-DRS) subscale, was administered on day 1 before dosing, every 4 weeks and at end of treatment (EOT)/withdrawal. Statistical methods included a mixed-effects repeated-measures model. Results: At baseline, patients in both arms had relatively high mean FSKI-15 and FKSI-DRS scores, comparable to the general US population. Subsequent on-treatment overall mean scores were similar between axitinib and sorafenib, and there was no substantial decline during treatment. Scores substantially worsened at EOT, mainly due to disease progression. Conclusion: Patient-reported outcomes were comparable for second-line axitinib and sorafenib and were maintained at relatively high levels while on treatment, but worsened at EOT. As duration of treatment was longer with axitinib than sorafenib, time to worsening of symptoms can be delayed longer with axitinib.
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Chen RC, Royce TJ, Extermann M, Reeve BB. Impact of Age and Comorbidity on Treatment and Outcomes in Elderly Cancer Patients. Semin Radiat Oncol 2012; 22:265-71. [DOI: 10.1016/j.semradonc.2012.05.002] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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Chen RC, Zhang Y, Chen MH, McMahon E, Loffredo M, McPherson CP, Nguyen AU, Nguyen PL, D'Amico AV. Patient-reported quality of life during radiation treatment for localized prostate cancer: results from a prospective phase II trial. BJU Int 2012; 110:1690-5. [DOI: 10.1111/j.1464-410x.2012.11117.x] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Zafar SY, Currow DC, Cherny N, Strasser F, Fowler R, Abernethy AP. Consensus-based standards for best supportive care in clinical trials in advanced cancer. Lancet Oncol 2012; 13:e77-82. [PMID: 22300862 DOI: 10.1016/s1470-2045(11)70215-7] [Citation(s) in RCA: 63] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Best supportive care is poorly defined in clinical trials, and a standard framework for delivery of such care is needed, using best available evidence and allowing replication of studies. We convened a panel of 36 experts to develop consensus statements via the Delphi method. The first round included open-ended questions; subsequent rounds sought to develop consensus-based standards. Consensus was assessed by use of a 5-point Likert agreement scale; more than 70% of panellists had to give a score of 5 to meet a-priori levels of consensus. The panel identified four key domains of best supportive care in clinical trials: multidisciplinary care; supportive care documentation; symptom assessment; and symptom management. Consensus was reached on 11 statements within these four domains. For example, 24 (96%) panellists recommended that the intervals between symptom assessments should be identical for control and experimental groups. Availability of resources was cited as a challenge to implementation of best supportive care standards.
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Affiliation(s)
- S Yousuf Zafar
- Division of Medical Oncology, Department of Medicine, Duke University Medical Center, Durham, NC 27710, USA.
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Gould N, Sill MW, Mannel RS, Thaker PH, Disilvestro P, Waggoner S, Yamada SD, Armstrong DK, Wenzel L, Huang H, Fracasso PM, Walker JL. A phase I study with an expanded cohort to assess the feasibility of intravenous paclitaxel, intraperitoneal carboplatin and intraperitoneal paclitaxel in patients with untreated ovarian, fallopian tube or primary peritoneal carcinoma: a Gynecologic Oncology Group study. Gynecol Oncol 2011; 125:54-8. [PMID: 22155262 DOI: 10.1016/j.ygyno.2011.12.417] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2011] [Revised: 11/30/2011] [Accepted: 12/02/2011] [Indexed: 10/14/2022]
Abstract
OBJECTIVE To define the maximum tolerated dose (MTD) and assess the feasibility of intravenous (IV) paclitaxel, intraperitoneal (IP) carboplatin, and IP paclitaxel in women with newly diagnosed Stages II-IV ovarian, fallopian tube, or primary peritoneal carcinoma. METHODS Patients received escalating doses of paclitaxel IV and carboplatin IP on day 1 and paclitaxel IP 60 mg/m(2) on day 8. A standard 3+3 design was used in the escalation phase. A two-stage group sequential design with 20 patients at the MTD was used in the feasibility phase. Patient-reported neurotoxicity was assessed pre and post treatment. RESULTS Patients were treated with paclitaxel 175 mg/m(2) IV and carboplatin IP from AUC 5-7 on day 1 and paclitaxel 60 mg/m(2) IP on day 8. The MTD was estimated at carboplatin AUC 6 IP and 25 patients enrolled at this dose level. Within the first 4 cycles, seven (35%) of twenty evaluable patients had dose-limiting toxicities (DLTs) including grade 4 thrombocytopenia (1), grade 3 neutropenic fever (3), >2 week delay due to ANC recovery (1), grade 3 LFT (1), and grade 3 infection (1). De-escalation to paclitaxel 135 mg/m(2) IV was given to improve the safety. After six evaluable patients completed 4 cycles without a DLT, bevacizumab was added and six evaluable patients completed 4 cycles with one DLT (grade 3 hyponatremia). CONCLUSIONS Paclitaxel at 175 mg/m(2) IV, carboplatin AUC 6 IP day 1 and paclitaxel 60 mg/m(2) IP day 8 yield 18-56% patients with DLTs. The tolerability of the regimen in combination with bevacizumab was indicated in a small cohort.
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Affiliation(s)
- Natalie Gould
- Division of Gynecologic Oncology, Women's Cancer Center of Nevada, Las Vegas, NV 89169, USA.
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Beaumont JL, Butt Z, Baladi J, Motzer RJ, Haas T, Hollaender N, Kay A, Cella D. Patient-reported outcomes in a phase iii study of everolimus versus placebo in patients with metastatic carcinoma of the kidney that has progressed on vascular endothelial growth factor receptor tyrosine kinase inhibitor therapy. Oncologist 2011; 16:632-40. [PMID: 21459902 DOI: 10.1634/theoncologist.2010-0299] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
PURPOSE A phase III, randomized, double-blind, placebo-controlled trial was conducted in patients with metastatic renal cell carcinoma. The focus of this paper is to evaluate the patient-reported outcomes. METHODS Patients were randomly assigned (2:1) to receive oral everolimus 10 mg once daily or placebo. The Functional Assessment of Cancer Therapy Kidney Symptom Index-Disease-Related Symptoms (FKSI-DRS) and European Organization for the Research and Treatment of Cancer (EORTC) QLQ-C30 were administered before randomization and on day 1 of each cycle. The FKSI-DRS and the EORTC QLQ-C30 Physical Functioning and Global Quality of Life scores were the primary endpoints examined. Longitudinal models were used to compare treatment arms. Sensitivity analyses were conducted to explore the impact of missing data assumptions. RESULTS Longitudinal trends for FKSI-DRS scores did not differ by treatment arm. Taking nonignorable missing data into account, there were significant differences between treatment arms in the trend over time for physical functioning and global quality of life, with the everolimus arm exhibiting greater decreases. All three of these measures of health-related quality of life were significantly related to progression-free survival. CONCLUSIONS There was no evidence of a difference between everolimus and placebo in longitudinal patterns of disease-related symptoms, and little difference between the arms in physical functioning or global quality of life trends. This supports the conclusion that delay in tumor progression demonstrated by everolimus is associated with minimal impact on symptoms, physical functioning, or quality of life, as reported by patients.
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Affiliation(s)
- Jennifer L Beaumont
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, 710 N Lake Shore Drive, Room 713, Chicago, Illinois 60611, USA.
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Chen RC, Mamon HJ, Chen YH, Gelman RS, Suh WW, Talcott JA, Clark JW, Hong TS. Patient-reported acute gastrointestinal symptoms during concurrent chemoradiation treatment for rectal cancer. Cancer 2010; 116:1879-86. [DOI: 10.1002/cncr.24963] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Seymour L, Ivy SP, Sargent D, Spriggs D, Baker L, Rubinstein L, Ratain MJ, Le Blanc M, Stewart D, Crowley J, Groshen S, Humphrey JS, West P, Berry D. The design of phase II clinical trials testing cancer therapeutics: consensus recommendations from the clinical trial design task force of the national cancer institute investigational drug steering committee. Clin Cancer Res 2010; 16:1764-9. [PMID: 20215557 DOI: 10.1158/1078-0432.ccr-09-3287] [Citation(s) in RCA: 109] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The optimal design of phase II studies continues to be the subject of vigorous debate, especially studies of newer molecularly targeted agents. The observations that many new therapeutics "fail" in definitive phase III studies, coupled with the numbers of new agents to be tested as well as the increasing costs and complexity of clinical trials, further emphasize the critical importance of robust and efficient phase II design. The Clinical Trial Design Task Force (CTD-TF) of the National Cancer Institute (NCI) Investigational Drug Steering Committee (IDSC) has published a series of discussion papers on phase II trial design in Clinical Cancer Research. The IDSC has developed formal recommendations about aspects of phase II trial design that are the subject of frequent debate, such as endpoints (response versus progression-free survival), randomization (single-arm designs versus randomization), inclusion of biomarkers, biomarker-based patient enrichment strategies, and statistical design (e.g., two-stage designs versus multiple-group adaptive designs). Although these recommendations in general encourage the use of progression-free survival as the primary endpoint, randomization, inclusion of biomarkers, and incorporation of newer designs, we acknowledge that objective response as an endpoint and single-arm designs remain relevant in certain situations. The design of any clinical trial should always be carefully evaluated and justified based on characteristic specific to the situation.
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Sprangers MAG. Disregarding clinical trial-based patient-reported outcomes is unwarranted: Five advances to substantiate the scientific stringency of quality-of-life measurement. Acta Oncol 2010; 49:155-63. [PMID: 20059312 DOI: 10.3109/02841860903440288] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
BACKGROUND The clinical impact of trial-based quality of life (QL) outcomes is frequently underestimated due, in part, to prejudice and lack of knowledge by the medical community. The objectives of this paper are to show that QL assessments build upon an empirically based and stringent approach to measurement and QL outcomes should not be viewed nor handled differently than any other parameter in medical research. MATERIAL AND METHODS Literature overview. RESULTS The objectives are substantiated with empirical evidence showing that: (1) existing QL measures are as reliable as most other clinical outcomes; (2) available guidelines improve the quality of trial-based QL data; (3) QL data have strong prognostic value for survival; (4) clinical significance of QL data can be established; and (5) accounting for response-shift effects in QL data over time is feasible. Finally, the investigation of the genetic disposition of QL is described as an emerging area of research. DISCUSSION It is a waste of effort and money and also unethical when collected trial-based QL data are not used to their full power. QL and other patient-reported outcomes deserve to be included in more trials, with full disclosure of all results, and standardized interpretation. Only the combined use of patient-reported and clinical outcomes will enable the examination of the extent to which cancer patients live a qualitatively good life as long as possible.
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Affiliation(s)
- Mirjam A G Sprangers
- Department of Medical Psychology, Academic Medical Center, University of Amsterdam, Amsterdam, Amsterdam, The Netherlands.
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Cella D. Quality of life in patients with metastatic renal cell carcinoma: the importance of patient-reported outcomes. Cancer Treat Rev 2009; 35:733-7. [PMID: 19699588 DOI: 10.1016/j.ctrv.2009.07.003] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2009] [Revised: 07/08/2009] [Accepted: 07/12/2009] [Indexed: 12/22/2022]
Abstract
Renal cell carcinoma is the most common form of kidney cancer worldwide, and is associated with poor survival. Approximately a third of patients diagnosed with renal cell carcinoma present with metastatic disease and a further third experience recurrence following treatment for localized disease. Until recently, the cytokines interferon-alpha and interleukin-2 were the only effective treatments available for metastatic renal cell carcinoma and were associated with a modest increase in survival in a limited subset of patients. The prognosis for metastatic renal cell carcinoma has dramatically improved with the development of novel targeted agents including the oral tyrosine kinase inhibitors, sunitinib and sorafenib. However, renal cell carcinoma and the therapies used to treat patients with renal cell carcinoma are associated with a range of symptoms and treatment-related adverse events which contribute to the burden of disease. Common adverse events associated with targeted agents include fatigue, gastrointestinal and skin-associated toxicities. These adverse events, while mostly mild and manageable, affect the patients' health-related quality of life. As this review of the available quality of life data shows, assessment of the impact of the disease and its treatment on health-related quality of life may influence the choice of treatment and highlights the importance of incorporating patient-reported outcomes in clinical trials.
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Affiliation(s)
- David Cella
- Department of Medical Social Sciences and The Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Evanston, IL, USA.
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Schwartzmann L. Research and action: toward good quality of life and equity in health. Expert Rev Pharmacoecon Outcomes Res 2009; 9:143-7. [PMID: 19402801 DOI: 10.1586/erp.09.3] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
A brief summary of key presentations at the 15th Annual International Society for Quality of Life conference is presented. Special highlights of this conference were its location (South America) and its aim to present current and potential contributions of the health-related quality of life (QoL) field to equity in healthcare at a clinical and population level, providing crucial inputs for decision-making in a person-centered health conception. Present and future utilization of health-related QoL measures, norms and bank items were introduced by David Cella, who also called for researchers' cooperation, stating that efforts towards a commonly shared language and metric are better than a relentless pursuit of perfection. Other central topics in the search of equity were stigma and poverty. The importance of negative attributes by others in stigma severity perception and low self-reported QoL was demonstrated by Donald Patrick, who suggested interventions for reducing stigma. Poverty impact on children's QoL and the importance of social determinants were demonstrated through a unique, longitudinal Brazilian study. Complementarily, the importance of a biological basis of oncologic symptoms, particularly cytokines, and the impact of their control on health-related QoL were addressed by Charles Cleeland. The meeting stressed the combined importance of social, psychological and biological factors in determining patient-reported outcomes.
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Affiliation(s)
- Laura Schwartzmann
- Medical Psychology Department, School of Medicine, University of the Republic, Uruguay.
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Campana LG, Mocellin S, Basso M, Puccetti O, De Salvo GL, Chiarion-Sileni V, Vecchiato A, Corti L, Rossi CR, Nitti D. Bleomycin-Based Electrochemotherapy: Clinical Outcome from a Single Institution’s Experience with 52 Patients. Ann Surg Oncol 2009; 16:191-9. [DOI: 10.1245/s10434-008-0204-8] [Citation(s) in RCA: 221] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2008] [Revised: 09/23/2008] [Accepted: 09/23/2008] [Indexed: 12/15/2022]
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Lipscomb J, Reeve BB, Clauser SB, Abrams JS, Bruner DW, Burke LB, Denicoff AM, Ganz PA, Gondek K, Minasian LM, O'Mara AM, Revicki DA, Rock EP, Rowland JH, Sgambati M, Trimble EL. Patient-reported outcomes assessment in cancer trials: taking stock, moving forward. J Clin Oncol 2007; 25:5133-40. [PMID: 17991933 DOI: 10.1200/jco.2007.12.4644] [Citation(s) in RCA: 109] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
To evaluate and improve the use of cancer trial end points that reflect the patient's own perspective, the National Cancer Institute organized an international conference, Patient-Reported Outcomes Assessment in Cancer Trials (PROACT), in 2006. The 13 preceding articles in this special issue of the Journal were commissioned in preparation for or in response to the PROACT conference, which was cosponsored by the American Cancer Society. Drawing from these articles and also commentary from the conference itself, this concluding report takes stock of what has been learned to date about the successes and challenges in patient-reported outcome (PRO) assessment in phase III, phase II, and symptom management trials in cancer and identifies ways to improve the scientific soundness, feasibility, and policy relevance of PROs in trials. Building on this synthesis of lessons learned, this article discusses specific administrative policies and management procedures to improve PRO data collection, analysis, and dissemination of findings; opportunities afforded by recent methodologic and technologic advances in PRO data collection and analysis to enhance the scientific soundness and cost efficiency of PRO use in trials; and the importance of better understanding the usefulness of PRO data to the full spectrum of cancer decision makers, including patients and families, health providers, public and private payers, regulatory agencies, and standards-setting organizations.
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