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Di M, Su CT, Cowan AJ, Gopal AK, Banerjee R. Mitigating time toxicity in lymphoma and multiple myeloma. Leuk Lymphoma 2024; 65:1418-1429. [PMID: 38749027 DOI: 10.1080/10428194.2024.2352086] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Accepted: 04/30/2024] [Indexed: 10/02/2024]
Abstract
The concept of time toxicity in oncology refers to the presence of frequent healthcare-related interactions that can interfere with patient well-being. In this review, we examine several manifestations of time toxicity in non-Hodgkin lymphoma and multiple myeloma and discuss their impact on decision-making with patients. For example, time toxicity may influence the choice of chemoimmunotherapy versus lenalidomide-rituximab in follicular lymphoma. In myeloma, it may inform the optimal dosing schedule for proteasome inhibitors and bisphosphonates. In both malignancies, varying time toxicity profiles are a key distinction between chimeric antigen receptor T-cell therapies and bispecific antibodies. We outline the challenges with measuring time toxicity as a trial endpoint but discuss its importance as a consideration for patient care, both in standard-of-care settings and in clinical trials. Throughout the review, we highlight strategies to lower the time toxicity of therapies in lymphoma and myeloma without compromising their efficacy or patient safety.
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Affiliation(s)
- Mengyang Di
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Division of Hematology/Oncology, University of Washington, Seattle, WA, USA
- Hutchinson Institute for Cancer Outcomes Research, Seattle, WA, USA
| | - Christopher T Su
- Division of Hematology/Oncology, University of Washington, Seattle, WA, USA
- Hutchinson Institute for Cancer Outcomes Research, Seattle, WA, USA
| | - Andrew J Cowan
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Division of Hematology/Oncology, University of Washington, Seattle, WA, USA
| | - Ajay K Gopal
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Division of Hematology/Oncology, University of Washington, Seattle, WA, USA
| | - Rahul Banerjee
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Division of Hematology/Oncology, University of Washington, Seattle, WA, USA
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2
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Iskander R, Magnan Robart A, Moyer H, Nipp R, Gupta A, Kimmelman J. Time Burdens for Participants With Advanced Cancer in Phase I Trials: A Cross-Sectional Study. JCO Oncol Pract 2024:OP2400334. [PMID: 39353144 DOI: 10.1200/op.24.00334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 08/21/2024] [Accepted: 09/03/2024] [Indexed: 10/04/2024] Open
Abstract
PURPOSE Participating in phase I cancer clinical trials often entails extra visits and procedures. We describe the planned time and procedures associated with phase I trial participation. METHODS We searched ClinicalTrials.gov for phase I cancer trials of new drugs with assessment schedules and results posted between 2020 and 2022. Trials were included if participants had advanced or metastatic disease. Our primary analysis measured the number of planned research days (PRDs; each day a clinic visit is required) per participant up to the first month of trial participation and for the entire trial duration. Secondarily, we estimated the number of research procedures. RESULTS Our sample included 71 phase I trials comprising 302 cohorts. These trials enrolled 3,904 participants; the median participation duration was 2.5 months. During screening and up to the first month of participation, the median PRDs per participant was 7 (IQR, 7-10). Across the entire trial, the median PRDs per participant was 4.5 days per month (IQR, 3.30-6.20). Participants spent 15% of trial days attending planned appointments. Per trial cohort, participants were given a median of 8 (IQR, 7-11) physical examinations, 6 (IQR, 3-10) infusions, 6 (IQR, 3-12) electrocardiograms, and 1 (IQR, 1-3) biopsy. CONCLUSION Participants commit a substantial amount of time to planned visits in phase I cancer trials, especially in the first month. Overall, they invest 15% of trial days attending planned research activities. These estimates provide a lower bound to the time participants in phase I trials donate to drug development, as our analysis excluded unplanned visits.
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Affiliation(s)
| | | | | | - Ryan Nipp
- University of Oklahoma Health Sciences Center, Stephenson Cancer Center, Oklahoma City, OK
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3
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Durbin SM, Lundquist DM, Pelletier A, Jimenez R, Petrillo L, Kim J, Lynch K, Healy M, Johnson A, Ollila N, Yalala V, Malowitz B, Kehlmann A, Chevalier N, Turbini V, Bame V, Heldreth H, Silva J, McIntyre C, Juric D, Nipp RD. Time Toxicity Experienced by Early-Phase Cancer Clinical Trial Participants. JCO Oncol Pract 2024; 20:1252-1262. [PMID: 38857457 DOI: 10.1200/op.23.00811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 03/12/2024] [Accepted: 04/24/2024] [Indexed: 06/12/2024] Open
Abstract
PURPOSE Early-phase clinical trials (EP-CTs) are designed to determine optimal dosing, tolerability, and preliminary activity of novel cancer therapeutics. Little is known about the time that patients spend interacting with the health care system (eg, time toxicity) while participating in these studies. METHODS We retrospectively reviewed the electronic health records of consecutive patients enrolled in EP-CTs from 2017 to 2019 to obtain baseline characteristics and number of health care-associated days, defined as all inpatient and outpatient visits while on trial. We used univariable and multivariable analyses to identify predictors of increased time toxicity, defined as the proportion of health care-associated days among total days on trial. For ease of interpretation, we created a dichotomous variable, with high time toxicity defined as ≥20% health care-associated days during time on trial and used regression models to evaluate relationships between time toxicity and clinical outcomes. RESULTS Among 408 EP-CT participants (mean age, 60.5 years [standard deviation, SD, 12.6]; 56.5% female; 88.2% White; 96.0% non-Hispanic), patients had an average of 22.5% health care-associated days while on trial (SD, 13.8%). Those with GI (B = 0.07; P = .002), head/neck (B = 0.09; P = .004), and breast (B = 0.06; P = .015) cancers and those with worse performance status (B = 0.04; P = .017) and those receiving targeted therapies (B = 0.04; P = .014) experienced higher time toxicity. High time toxicity was associated with decreased disease response rates (odds ratio, 0.07; P < .001), progression-free survival (hazard ratio [HR], 2.10; P < .001), and overall survival (HR, 2.16; P < .001). CONCLUSION In this cohort of EP-CT participants, patients spent more than one-fifth of days on trial with health care contact. We identified characteristics associated with higher time toxicity and found that high toxicity correlated with worse clinical outcomes. These data could help inform patient-clinician discussions about EP-CTs, guide future trial design, and identify at-risk patients.
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Affiliation(s)
- Sienna M Durbin
- Department of Medicine, Division of Hematology & Oncology, Massachusetts General Hospital & Harvard Medical School, Boston, MA
| | - Debra M Lundquist
- Cancer Center Protocol Office, Massachusetts General Hospital, Boston, MA
| | | | - Rachel Jimenez
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, MA
| | - Laura Petrillo
- Division of Palliative Care and Geriatric Medicine, Massachusetts General Hospital, Boston, MA
| | - Janice Kim
- Department of Medicine, Division of Hematology & Oncology, Massachusetts General Hospital & Harvard Medical School, Boston, MA
| | - Kaitlyn Lynch
- Cancer Center Protocol Office, Massachusetts General Hospital, Boston, MA
| | - Megan Healy
- Cancer Center Protocol Office, Massachusetts General Hospital, Boston, MA
| | - Andrew Johnson
- Cancer Center Protocol Office, Massachusetts General Hospital, Boston, MA
| | - Nicholas Ollila
- Cancer Center Protocol Office, Massachusetts General Hospital, Boston, MA
| | - Vaishnavi Yalala
- Cancer Center Protocol Office, Massachusetts General Hospital, Boston, MA
| | - Benjamin Malowitz
- Cancer Center Protocol Office, Massachusetts General Hospital, Boston, MA
| | - Allison Kehlmann
- Cancer Center Protocol Office, Massachusetts General Hospital, Boston, MA
| | - Nicholas Chevalier
- Cancer Center Protocol Office, Massachusetts General Hospital, Boston, MA
| | - Victoria Turbini
- Division of Palliative Care and Geriatric Medicine, Massachusetts General Hospital, Boston, MA
| | - Viola Bame
- Cancer Center Protocol Office, Massachusetts General Hospital, Boston, MA
| | - Hope Heldreth
- Statistician, Brigham and Women's Hospital, Boston, MA
| | - Jenipher Silva
- Cancer Center Protocol Office, Massachusetts General Hospital, Boston, MA
| | - Casandra McIntyre
- Department of Nursing & Patient Care Services, Massachusetts General Hospital, Boston, MA
| | - Dejan Juric
- Department of Medicine, Division of Hematology & Oncology, Massachusetts General Hospital & Harvard Medical School, Boston, MA
| | - Ryan D Nipp
- University of Oklahoma Stephenson Cancer Center, Oklahoma City, OK
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4
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Gupta A, O'Callaghan CJ, Zhu L, Jonker DJ, Wong RPW, Colwell B, Moore MJ, Karapetis CS, Tebbutt NC, Shapiro JD, Tu D, Booth CM. The association of health-care contact days with physical function and survival in CCTG/AGITG CO.17. J Natl Cancer Inst 2024; 116:1313-1318. [PMID: 38656931 DOI: 10.1093/jnci/djae077] [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: 11/13/2023] [Revised: 02/07/2024] [Accepted: 03/28/2024] [Indexed: 04/26/2024] Open
Abstract
INTRODUCTION Although contact days-days with health-care contact outside home-are increasingly adopted as a measure of time toxicity and treatment burden, they could also serve as a surrogate of treatment-related harm. We sought to assess the association between contact days and patient-reported outcomes and the prognostic ability of contact days. METHODS We conducted a secondary analysis of CO.17 that evaluated cetuximab vs supportive care in patients with advanced colorectal cancer. CO.17 collected European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire C30 instrument data. We assessed the association between number of contact days in a window and changes in physical function and global health status and the association between number of contact days in the first 4 weeks with overall survival. RESULTS There was a negative association between the number of contact days and change in physical function (per each additional contact day: at 4 weeks, 1.50-point decrease; 8 weeks, 1.06-point decrease; P < .0001 for both) but not with global health status. This negative association was seen in patients receiving cetuximab but not supportive care. More contact days in the first 4 weeks was associated with worse overall survival for all participants and patients receiving cetuximab (per each additional contact day: all participants, adjusted hazard ratio [HR] = 1.07, 95% confidence interval [CI] = 1.05 to 1.10; and cetuximab, adjusted HR = 1.08, 95% CI = 1.05 to 1.11; P < .0001 for both). CONCLUSIONS In this secondary analysis of a clinical trial, more contact days early in the course were associated with declines in physical function and worse survival in all participants and in participants receiving cancer-directed treatment. TRIAL REGISTRATION ClinicalTrials.gov number, NCT00079066.
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Affiliation(s)
- Arjun Gupta
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, MN, USA
| | | | - Liting Zhu
- Canadian Cancer Trials Group, Kingston, ON, Canada
| | - Derek J Jonker
- Ottawa Hospital Research Institute, University of Ottawa, ON, Canada
| | | | | | | | | | | | | | - Dongsheng Tu
- Canadian Cancer Trials Group, Kingston, ON, Canada
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Banerjee R, Cowan AJ, Ortega M, Missimer C, Carpenter PA, Oshima MU, Salit RB, Vo PT, Lee CJ, Mehta RS, Kuderer NM, Shankaran V, Lee SJ, Su CT. Financial Toxicity, Time Toxicity, and Quality of Life in Multiple Myeloma. CLINICAL LYMPHOMA, MYELOMA & LEUKEMIA 2024; 24:446-454.e3. [PMID: 38521640 PMCID: PMC11189752 DOI: 10.1016/j.clml.2024.02.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Accepted: 02/21/2024] [Indexed: 03/25/2024]
Abstract
BACKGROUND Patients with multiple myeloma (MM) may be on therapy for years, which can lead to financial toxicity (FinTox) or time toxicity (TimeTox). The prevalence, predictors, and quality of life (QOL) impacts of FinTox and TimeTox during different phases of MM treatment have not been characterized. PATIENTS AND METHODS We conducted a single-center cross-sectional survey of patients with MM who had undergone transplantation. FinTox+ was defined as a COST-FACIT score <23, TimeTox+ as MM-related interactions (including phone calls) ≥1x weekly or ≥1x monthly in-person among far-residing patients, QOL using PROMIS Global Health, and functional status using patient-reported Karnofsky performance status (KPS). RESULTS Of 252 patients, 22% and 40% met FinTox+ and TimeTox+ criteria respectively. Respective FinTox+ and TimeTox+ proportions were 22%/37% for patients on maintenance, 22%/82% with active therapy, and 20%/14% with observation. FinTox+ predictors included annual income (P < .01) and out-of-pocket costs (P < .01). TimeTox+ predictors included disease status (P < .001), caregiver status (P = .01), far-residing status (P < .001), and out-of-pocket costs (P = .03). FinTox+ was associated with a clinically meaningful decrease in mental QOL, while TimeTox+ patients were more likely to have KPS ≤ 80. CONCLUSIONS In our large study, monetary status but not disease status predicted FinTox. Over a third of patients on maintenance reported TimeTox. FinTox+ was associated with decreased mental health, while TimeTox+ was associated with worse performance status. These two toxicities may negatively impact patient wellbeing, and studies of strategies to mitigate their impact are in development.
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Affiliation(s)
- Rahul Banerjee
- Department of Medicine, University of Washington, Seattle, WA; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA.
| | - Andrew J Cowan
- Department of Medicine, University of Washington, Seattle, WA; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Marivel Ortega
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | | | - Paul A Carpenter
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Masumi Ueda Oshima
- Department of Medicine, University of Washington, Seattle, WA; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Rachel B Salit
- Department of Medicine, University of Washington, Seattle, WA; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Phuong T Vo
- Department of Medicine, University of Washington, Seattle, WA; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Catherine J Lee
- Department of Medicine, University of Washington, Seattle, WA; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Rohtesh S Mehta
- Department of Medicine, University of Washington, Seattle, WA; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | | | - Veena Shankaran
- Department of Medicine, University of Washington, Seattle, WA; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Stephanie J Lee
- Department of Medicine, University of Washington, Seattle, WA; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Christopher T Su
- Department of Medicine, University of Washington, Seattle, WA; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA
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6
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Gupta A, Chant ED, Mohile S, Vogel RI, Parsons HM, Blaes AH, Booth CM, Rocque GB, Dusetzina SB, Ganguli I. Health Care Contact Days Among Older Cancer Survivors. JCO Oncol Pract 2024; 20:943-952. [PMID: 38452315 PMCID: PMC11268556 DOI: 10.1200/op.23.00590] [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: 09/14/2023] [Revised: 11/10/2023] [Accepted: 12/13/2023] [Indexed: 03/09/2024] Open
Abstract
PURPOSE Health care contact days-days spent receiving health care outside the home-represent an intuitive, practical, and person-centered measure of time consumed by health care. METHODS We linked 2019 Medicare Current Beneficiary Survey and traditional Medicare claims data for community-dwelling older adults with a history of cancer. We identified contact days (ie, spent in a hospital, emergency department, skilled nursing facility, or inpatient hospice or receiving ambulatory care including an office visit, procedure, treatment, imaging, or test) and described patterns of total and ambulatory contact days. Using weighted Poisson regression models, we identified factors associated with contact days. RESULTS We included 1,168 older adults representing 4.51 million cancer survivors (median age, 76.4 years, 52.8% women). The median (IQR) time from cancer diagnosis was 65 (27-126) months. In 2019, these adults had mean (standard deviation) total contact days of 28.4 (27.6) and ambulatory contact days of 24.2 (23.6). These included days for tests (8.0 [8.8]), imaging (3.6 [4.1]), visits with any clinicians (12.4 [11.5]), and visits with primary care clinicians (4.4 [4.7]), and nononcology specialists (7.1 [9.4]) specifically. Sixty-four percent of days with a nonvisit ambulatory service (eg, a test) were not on the same day as a clinician visit. Factors associated with more total contact days included younger age, lower income, more chronic conditions, poor self-rated health, and tendency to "go to doctor as soon as feel bad." CONCLUSION Older adult cancer survivors spent nearly 1 month of the year receiving health care outside the home. This care was largely ambulatory, often delivered by nononcologists, and varied by factors beyond clinical characteristics. These results highlight the need to recognize patient burdens and improve survivorship care delivery, including through care coordination.
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Affiliation(s)
| | - Emma D. Chant
- Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, MA
| | - Supriya Mohile
- Department of Medicine, University of Rochester, Rochester, NY
| | | | | | | | | | | | - Stacie B. Dusetzina
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, TN
| | - Ishani Ganguli
- Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, MA
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7
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Diaz FC, Hamparsumian A, Loh KP, Verduzco-Aguirre H, Abdallah M, Williams GR, Hsu T, Soto-Perez-de-Celis E, Elias R. Geriatric Oncology: A 5-Year Strategic Plan. Am Soc Clin Oncol Educ Book 2024; 44:e100044. [PMID: 38709980 PMCID: PMC11463154 DOI: 10.1200/edbk_100044] [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] [Indexed: 05/08/2024]
Abstract
The increasing rate of the older adult population across the world over the next 20 years along with significant developments in the treatment of oncology will require a more granular understanding of the older adult population with cancer. The ASCO Geriatric Oncology Community of Practice (COP) herein provides an outline for the field along three fundamental pillars: education, research, and implementation, inspired by ASCO's 5-Year Strategic Plan. Fundamental to improving the understanding of geriatric oncology is research that intentionally includes older adults with clinically meaningful data supported by grants across all career stages. The increased knowledge base that is developed should be conveyed among health care providers through core competencies for trainees and continuing education for practicing oncologists. ASCO's infrastructure can serve as a resource for fellowship programs interested in acquiring geriatric oncology content and provide recommendations on developing training pathways for fellows interested in pursuing formalized training in geriatrics. Incorporating geriatric oncology into everyday practice is challenging as each clinical setting has unique operational workflows with barriers that limit implementation of valuable geriatric tools such as Geriatric Assessment. Partnerships among experts in quality improvement from the ASCO Geriatric Oncology COP, the Cancer and Aging Research Group, and ASCO's Quality Training Program can provide one such venue for implementation of geriatric oncology through a structured support mechanism. The field of geriatric oncology must continue to find innovative strategies using existing resources and partnerships to address the pressing needs of the older adult population with cancer to improve patient outcomes.
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Affiliation(s)
- Fernando C Diaz
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC
- Division of Geriatrics, University of North Carolina, Chapel Hill, NC
| | - Anahid Hamparsumian
- Geriatric Research Education and Clinical Center, Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA
| | - Kah Poh Loh
- Division of Hematology/Oncology, Department of Medicine, James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY
| | - Haydeé Verduzco-Aguirre
- Department of Hemato-Oncology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Maya Abdallah
- Section of Hematology/Oncology, Department of Medicine, Boston University School of Medicine and Boston Medical Center, Boston, MA
| | - Grant R Williams
- Lewis and Faye Manderson Cancer Center at DCH Regional Medical Center, Tuscaloosa, AL
- Division of Hematology & Oncology, University of Alabama at Birmingham, Birmingham, AL
| | - Tina Hsu
- Division of Medical Oncology, The Ottawa Hospital Cancer Centre, University of Ottawa, Ottawa, ON, Canada
| | - Enrique Soto-Perez-de-Celis
- Department of Geriatrics, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Rawad Elias
- Division of Hematology-Oncology, UMass Chan Medical School-Baystate, Springfield, MA
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8
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Quinn PL, Saiyed S, Hannon C, Sarna A, Waterman BL, Cloyd JM, Spriggs R, Rush LJ, McAlearney AS, Ejaz A. Reporting time toxicity in prospective cancer clinical trials: A scoping review. Support Care Cancer 2024; 32:275. [PMID: 38589750 PMCID: PMC11420998 DOI: 10.1007/s00520-024-08487-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 04/05/2024] [Indexed: 04/10/2024]
Abstract
PURPOSE This review aimed to assess the measurement and reporting of time toxicity (i.e., time spent receiving care) within prospective oncologic studies. METHODS On July 23, 2023, PubMed, Scopus, and Embase were queried for prospective or randomized controlled trials (RCT) from 1984 to 2023 that reported time toxicity as a primary or secondary outcome for oncologic treatments or interventions. Secondary analyses of RCTs were included if they reported time toxicity. The included studies were then evaluated for how they reported and defined time toxicity. RESULTS The initial query identified 883 records, with 10 studies (3 RCTs, 2 prospective cohort studies, and 5 secondary analyses of RCTs) meeting the final inclusion criteria. Treatment interventions included surgery (n = 5), systemic therapies (n = 4), and specialized palliative care (n = 1). The metric "days alive and out of the hospital" was used by 80% (n = 4) of the surgical studies. Three of the surgical studies did not include time spent receiving ambulatory care within the calculation of time toxicity. "Time spent at home" was assessed by three studies (30%), each using different definitions. The five secondary analyses from RCTs used more comprehensive metrics that included time spent receiving both inpatient and ambulatory care. CONCLUSIONS Time toxicity is infrequently reported within oncologic clinical trials, with no standardized definition, metric, or methodology. Further research is needed to identify best practices in the measurement and reporting of time toxicity to develop strategies that can be implemented to reduce its burden on patients seeking cancer care.
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Affiliation(s)
- Patrick L Quinn
- The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | | | - Connor Hannon
- The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Angela Sarna
- The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | | | - Jordan M Cloyd
- The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | | | - Laura J Rush
- The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | | | - Aslam Ejaz
- Division of Surgical Oncology, Department of Surgery, University of Illinois Chicago, Chicago, IL, USA.
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9
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Guadagnolo BA, Baldini EH. Are We Ready for Life in the Fast Lane? A Critical Review of Preoperative Hypofractionated Radiotherapy for Localized Soft Tissue Sarcoma. Semin Radiat Oncol 2024; 34:180-194. [PMID: 38508783 DOI: 10.1016/j.semradonc.2023.12.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/22/2024]
Abstract
This critical review aims to summarize the relevant published data regarding hypofractionation regimens for preoperative radiation therapy (RT) prior to surgery for soft tissue sarcoma (STS) of the extremity or superficial trunk. We identified peer-reviewed publications using a PubMed search on the MeSH headings of "soft tissue sarcoma" AND "hypofractionated radiation therapy." To obtain complication data on similar anatomical radiotherapeutic scenarios we also searched "hypofractionated radiation therapy" AND "melanoma" as well as "hypofractionated radiation therapy" AND "breast cancer." We then used reference lists from relevant articles to obtain additional pertinent publications. We also incorporated relevant abstracts presented at international sarcoma meetings and relevant clinical trials as listed on the ClinicalTrials.gov website. Detailed data are presented and contextualized for ultra-hypofractionated and moderately hypofractionated regimens with respect to local control, wound complications, and amputation rates. Comparative data are also presented for late toxicities including: fibrosis, joint limitation, edema, skin integrity, and bone fracture or necrosis. These data are compared to a standard regimen of 50 Gy in 25 daily fractions delivered over 5 weeks. This analysis supports the continued use of a standard regimen for preoperative RT for STS of 25 × 2 Gy over 5 weeks without concurrent chemotherapy. Use of concurrent chemotherapy with preoperative RT for STS should be reserved for well-designed clinical trials. A randomized trial of ultra-hypofractionated and moderately hypofractionated pre op RT for STS is warranted, but it is critical for the primary endpoint (or co-primary endpoint) to be late toxicity to: bone, soft tissue, joint, and skin.
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Affiliation(s)
| | - Elizabeth H Baldini
- Department of Radiation Oncology, Dana Farber/Brigham Women's Hospital, Boston, MA
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10
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Gupta A, Nguyen P, Kain D, Robinson AG, Kulkarni AA, Johnson DH, Presley CJ, Blaes AH, Rocque GB, Ganguli I, Booth CM, Hanna TP. Trajectories of Health Care Contact Days for Patients With Stage IV Non-Small Cell Lung Cancer. JAMA Netw Open 2024; 7:e244278. [PMID: 38587847 PMCID: PMC11002696 DOI: 10.1001/jamanetworkopen.2024.4278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Accepted: 02/02/2024] [Indexed: 04/09/2024] Open
Abstract
Importance Patients with stage IV non-small cell lung cancer (NSCLC) experience substantial morbidity and mortality. Contact days (ie, the number of days with health care contact outside the home) measure how much of a person's life is consumed by health care, yet little is known about patterns of contact days for patients with NSCLC. Objective To describe the trajectories of contact days in patients with stage IV NSCLC and how trajectories vary by receipt of cancer-directed treatment in routine practice. Design, Setting, and Participants A retrospective, population-based decedent cohort study was conducted in Ontario, Canada. Participants included adults aged 20 years or older who were diagnosed with stage IV NSCLC (January 1, 2014, to December 31, 2017) and died (January 1, 2014, to December 31, 2019); there was a maximum 2-year follow-up. Data analysis was conducted from February 22 to August 16, 2023. Exposure Systemic cancer-directed therapy (yes or no) and type of therapy (chemotherapy vs immunotherapy vs targeted therapy). Main Outcomes and Measures Contact days (days with health care contact, outpatient or institution-based, outside the home) were identified through administrative data. The weekly percentage of contact days and fitted models with cubic splines were quantified to describe trajectories from diagnosis until death. Results A total of 5785 decedents with stage IV NSCLC were included (median age, 70 [IQR 62-77] years; 3108 [53.7%] were male, and 1985 [34.3%] received systemic therapy). The median overall survival was 108 (IQR, 49-426) days, median contact days were 36 (IQR, 21-62), and the median percentage that were contact days was 33.3%. A median of 5 (IQR, 2-10) days were spent with specialty palliative care. Patients who did not receive systemic therapy had a median overall survival of 66 (IQR, 34-130) days and median contact days of 28 (IQR, 17-44), of which a median of 5 (IQR, 2-9) days were spent with specialty palliative care. Overall and for subgroups, normalized trajectories followed a U-shaped distribution: contact days were most frequent immediately after diagnosis and before death. Patients who received targeted therapy had the lowest contact day rate during the trough (10.6%; vs immunotherapy, 15.4%; vs chemotherapy, 17.7%). Conclusions and Relevance In this cohort study, decedents with stage IV NSCLC had a median survival in the order of 3.5 months and spent 1 in every 3 days alive interacting with the health care system outside the home. These results highlight the need to better support patients and care partners, benchmark appropriateness, and improve care delivery.
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Affiliation(s)
- Arjun Gupta
- Division of Hematology, Oncology, and Transplantation, University of Minnesota, Minneapolis
| | - Paul Nguyen
- ICES Queen’s, Queen’s University, Kingston, Ontario, Canada
| | - Danielle Kain
- Division of Palliative Medicine, Department of Medicine, Queen’s University, Kingston, Ontario, Canada
| | - Andrew G. Robinson
- Division of Cancer Care and Epidemiology, Cancer Research Institute at Queens University, Kingston, Ontario, Canada
- Department of Oncology, Queen’s University, Kingston, Ontario, Canada
| | - Amit A. Kulkarni
- Division of Hematology, Oncology, and Transplantation, University of Minnesota, Minneapolis
| | - David H. Johnson
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas
| | - Carolyn J. Presley
- Division of Medical Oncology, Department of Medicine, Ohio State University, Columbus
| | - Anne H. Blaes
- Division of Hematology, Oncology, and Transplantation, University of Minnesota, Minneapolis
| | | | - Ishani Ganguli
- Division of General Internal Medicine and Primary Care, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Christopher M. Booth
- Division of Cancer Care and Epidemiology, Cancer Research Institute at Queens University, Kingston, Ontario, Canada
- Department of Oncology, Queen’s University, Kingston, Ontario, Canada
| | - Timothy P. Hanna
- ICES Queen’s, Queen’s University, Kingston, Ontario, Canada
- Division of Cancer Care and Epidemiology, Cancer Research Institute at Queens University, Kingston, Ontario, Canada
- Department of Oncology, Queen’s University, Kingston, Ontario, Canada
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11
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Garg T, Frank K, Johns A, Rabinowitz K, Danella JF, Kirchner HL, Nielsen ME, McMullen CK, Murphy TE, Cohen HJ. Geriatric assessment-derived deficit accumulation and patient-reported treatment burden in older adults with bladder cancer. J Am Geriatr Soc 2024; 72:490-502. [PMID: 37974546 PMCID: PMC10922080 DOI: 10.1111/jgs.18676] [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: 05/23/2023] [Revised: 10/02/2023] [Accepted: 10/13/2023] [Indexed: 11/19/2023]
Abstract
BACKGROUND When a person's workload of healthcare exceeds their resources, they experience treatment burden. At the intersection of cancer and aging, little is known about treatment burden. We evaluated the association between a geriatric assessment-derived Deficit Accumulation Index (DAI) and patient-reported treatment burden in older adults with early-stage, non-muscle-invasive bladder cancer (NMIBC). METHODS We conducted a cross-sectional survey of older adults with NMIBC (≥65 years). We calculated DAI using the Cancer and Aging Research Group's geriatric assessment and measured urinary symptoms using the Urogenital Distress Inventory-6 (UDI-6). The primary outcome was Treatment Burden Questionnaire (TBQ) score. A negative binomial regression with LASSO penalty was used to model TBQ. We further conducted qualitative thematic content analysis of responses to an open-ended survey question ("What has been your Greatest Challenge in managing medical care for your bladder cancer") and created a joint display with illustrative quotes by DAI category. RESULTS Among 119 patients, mean age was 78.9 years (SD 7) of whom 56.3% were robust, 30.3% pre-frail, and 13.4% frail. In the multivariable model, DAI and UDI-6 were significantly associated with TBQ. Individuals with DAI above the median (>0.18) had TBQ scores 1.94 times greater than those below (adjusted IRR 1.94, 95% CI 1.33-2.82). Individuals with UDI-6 greater than the median (25) had TBQ scores 1.7 times greater than those below (adjusted IRR 1.70, 95% CI 1.16-2.49). The top 5 themes in the Greatest Challenge question responses were cancer treatments (22.2%), cancer worry (19.2%), urination bother (18.2%), self-management (18.2%), and appointment time (11.1%). CONCLUSIONS DAI and worsening urinary symptoms were associated with higher treatment burden in older adults with NMIBC. These data highlight the need for a holistic approach that reconciles the burden from aging-related conditions with that resulting from cancer treatment.
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Affiliation(s)
- Tullika Garg
- Department of Urology, Penn State Health Milton S. Hershey Medical Center, Hershey, PA
| | - Katie Frank
- Biostatistics Core, Geisinger, Danville, PA
- Department of Population Health Sciences, Geisinger, Danville, PA
| | - Alicia Johns
- Biostatistics Core, Geisinger, Danville, PA
- Department of Population Health Sciences, Geisinger, Danville, PA
| | | | | | | | - Matthew E. Nielsen
- Department of Urology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC
- Departments of Epidemiology and Health Policy & Management, University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Chapel Hill, NC
| | | | - Terrence E. Murphy
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA
| | - Harvey J. Cohen
- Center for the Study of Aging and Human Development, Duke University School of Medicine, Durham, NC
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12
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von Itzstein MS, Gwin ME, Gupta A, Gerber DE. Telemedicine and Cancer Clinical Research: Opportunities for Transformation. Cancer J 2024; 30:22-26. [PMID: 38265922 PMCID: PMC10827351 DOI: 10.1097/ppo.0000000000000695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2024]
Abstract
ABSTRACT Telemedicine represents an established mode of patient care delivery that has and will continue to transform cancer clinical research. Through telemedicine, opportunities exist to improve patient care, enhance access to novel therapies, streamline data collection and monitoring, support communication, and increase trial efficiency. Potential challenges include disparities in technology access and literacy, physical examination performance, biospecimen collection, privacy and security concerns, coverage of services by insurance, and regulatory considerations. Coupled with artificial intelligence, telemedicine may offer ways to reach geographically dispersed candidates for narrowly focused cancer clinical trials, such as those targeting rare genomic subsets. Collaboration among clinical trial staff, clinicians, regulators, professional societies, patients, and their advocates is critical to optimize the benefits of telemedicine for clinical cancer research.
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Affiliation(s)
- Mitchell S. von Itzstein
- Department of Internal Medicine (Division of Hematology-Oncology), University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Mary E. Gwin
- Department of Internal Medicine, University of Texas Southwestern Medical Center. Dallas, Texas, USA
| | - Arjun Gupta
- Department of Internal Medicine (Division of Hematology-Oncology), University of Minnesota, Minneapolis, Minnesota, USA
| | - David E. Gerber
- Department of Internal Medicine (Division of Hematology-Oncology), University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Peter O’Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, Texas, USA
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13
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Gupta A. Management of malignant bowel obstruction. Lancet Gastroenterol Hepatol 2024; 9:14-15. [PMID: 38070514 DOI: 10.1016/s2468-1253(23)00333-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 09/26/2023] [Accepted: 09/27/2023] [Indexed: 12/18/2023]
Affiliation(s)
- Arjun Gupta
- Division of Hematology, Oncology, and Transplantation, University of Minnesota, Minneapolis, MN 55455, USA.
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14
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Patel VR, Ramesh V, Tsai AK, Sedhom R, Westanmo AD, Blaes AH, Vogel RI, Parsons HM, Hanna TP, Ganguli I, Dusetzina SB, Rocque GB, Booth CM, Gupta A. Health Care Contact Days Experienced by Decedents With Advanced GI Cancer. JCO Oncol Pract 2023; 19:1031-1038. [PMID: 37738532 PMCID: PMC10667015 DOI: 10.1200/op.23.00232] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 07/05/2023] [Accepted: 08/14/2023] [Indexed: 09/24/2023] Open
Abstract
PURPOSE Frequent visits to health care facilities can be time intensive and all-consuming for people with cancer. We measured health care contact days (days with healthcare contact outside the home) among decedents with advanced GI cancer and examined sources of contact days, their associations with demographic and clinical factors, and their temporal patterns over the course of illness. METHODS We conducted a retrospective cohort study using a tumor registry and electronic medical record data for decedents with stage IV GI cancer between 2011 and 2019 in a large health care network in MN. We determined contact days from diagnosis to death using chart review. Using multivariable beta regression adjusted for sociodemographic and clinical characteristics offset by survival, we calculated adjusted estimates of contact days and determined patient-level factors associated with percentage of contact days. RESULTS We identified 809 patients eligible for analysis (median [IQR] age at diagnosis, 65 [56-73] years). The median (IQR) overall survival was 175 (56-459) days. Patients spent a median (IQR) of 25.8% (17.4%-39.1%) of these as contact days. Of these days, 83.6% were spent on outpatient visits. In the multivariable analysis, older age, Black race, and never receiving systemic cancer-directed treatment were associated with a higher percentage of contact days. The percentage of contact days was highest in the first month after diagnosis (39.6%) and before death (32.2%), with a more moderate middle phase (U-shaped curve). CONCLUSION Decedents with advanced GI cancer spend 1 in 4 days alive with health care contact, despite a median survival of under 6 months. This is even higher immediately postdiagnosis and near death. These findings highlight the need to understand sources of variation, benchmark appropriate care, and deliver more efficient care for this vulnerable population with limited time.
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Affiliation(s)
- Vishal R. Patel
- Dell Medical School, The University of Texas at Austin, Austin, TX
| | | | | | - Ramy Sedhom
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Anders D. Westanmo
- Department of Pharmacy, Minneapolis VA Health Care System, Minneapolis, MN
| | | | | | | | - Timothy P. Hanna
- Division of Cancer Care and Epidemiology, Queen's University, Kingston, ON, Canada
| | - Ishani Ganguli
- Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, MA
| | - Stacie B. Dusetzina
- Department of Health Policy, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt-Ingram Cancer Center, Nashville, TN
| | - Gabrielle B. Rocque
- Division of Hematology and Oncology, University of Alabama at Birmingham, Birmingham, AL
| | | | - Arjun Gupta
- University of Minnesota, Minneapolis, MN
- Costs of Care, Cambridge, MA
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15
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Bojanini L, Gupta N, Khaki AR. Implications of Contact Days in the Treatment of Relapsed Refractory Diffuse Large B-Cell Lymphoma. Oncologist 2023; 28:750-751. [PMID: 37432278 PMCID: PMC10485298 DOI: 10.1093/oncolo/oyad204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 06/15/2023] [Indexed: 07/12/2023] Open
Abstract
This commentary remarks on a recently published study assessing clinic contact days for patients enrolled in the Canadian Cancer Trials Group LY.12 clinical trial.
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Affiliation(s)
- Leyla Bojanini
- Division of Oncology, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Neel Gupta
- Division of Oncology, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Ali Raza Khaki
- Division of Oncology, Department of Medicine, Stanford University, Stanford, CA, USA
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16
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Gupta A, Hay AE, Crump M, Djurfeldt MS, Zhu L, Cheung MC, Shepherd LE, Chen BE, Booth CM. Contact Days Associated With Cancer Treatments in the CCTG LY.12 Trial. Oncologist 2023; 28:799-803. [PMID: 37226534 PMCID: PMC10485297 DOI: 10.1093/oncolo/oyad128] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 04/18/2023] [Indexed: 05/26/2023] Open
Abstract
BACKGROUND When cancer treatments have similar oncologic outcomes, the number of days with in-person healthcare contact (""contact days'') can help contextualize expected time use with each treatment. We assessed contact days in a completed randomized clinical trial. PATIENTS AND METHODS We conducted a secondary analysis of the CCTG LY.12 RCT that evaluated 2-3 cycles of gemcitabine, dexamethasone, and cisplatin (GDP) vs. dexamethasone, cytarabine, and cisplatin (DHAP) in 619 patients with relapsed/refractory lymphoma prior to stem cell transplant. Primary analyses reported similar response rates and survival. We calculated patient-level "contact days" by analyzing trial forms. The study period was from assignment to progression or transplant. Days without healthcare contact were considered "home days''. We compared measures of contact days across arms. RESULTS The study period was longer in the GDP arm (median 50, vs. 47 days, P = .007). Contact days were comparable in both arms (median 18 vs 19, P = 0.79), but home days were higher in the GDP arm (median 33 vs 28, P < .001). The proportion of contact days was lower in the GDP arm (34%, vs. 38%, P = .009). The GDP arm experienced more contact days related to planned outpatient chemotherapy (median, 10 vs. 8 days), but the DHAP arm experienced many more inpatient contact days (median, 11 vs. 0 days). CONCLUSIONS Measures of time use, such as contact days, can be extracted from RCTs. In LY.12, despite comparable oncologic outcomes, GDP was associated with fewer contact days. Such information can guide decision-making for patients with hematological cancers, who already face significant healthcare contact.
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Affiliation(s)
- Arjun Gupta
- Division of Hematology, Oncology, and Transplantation, University of Minnesota, Minneapolis, MN, USA
| | - Annette E Hay
- Canadian Cancer Trials Group, Kingston, ON, Canada
- Department of Medicine, Queen’s University, Kingston, ON, Canada
| | - Michael Crump
- Canadian Cancer Trials Group, Kingston, ON, Canada
- Division of Hematology, Princess Margaret Hospital and University of Toronto, Toronto, ON, Canada
| | | | - Liting Zhu
- Canadian Cancer Trials Group, Kingston, ON, Canada
| | - Matthew C Cheung
- Canadian Cancer Trials Group, Kingston, ON, Canada
- Division of Hematology, Odette Cancer Centre, Toronto, ON, Canada
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