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Iqbal J, Moineddin R, Fowler RA, Krzyzanowska MK, Booth CM, Downar J, Lau J, Le LW, Rodin G, Seow H, Tanuseputro P, Earle CC, Quinn KL, Hannon B, Zimmermann C. Socioeconomic Status, Palliative Care, and Death at Home Among Patients With Cancer Before and During COVID-19. JAMA Netw Open 2024; 7:e240503. [PMID: 38411960 PMCID: PMC10900963 DOI: 10.1001/jamanetworkopen.2024.0503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/28/2024] Open
Abstract
Importance The COVID-19 pandemic had a profound impact on the delivery of cancer care, but less is known about its association with place of death and delivery of specialized palliative care (SPC) and potential disparities in these outcomes. Objective To evaluate the association of the COVID-19 pandemic with death at home and SPC delivery at the end of life and to examine whether disparities in socioeconomic status exist for these outcomes. Design, Setting, and Participants In this cohort study, an interrupted time series analysis was conducted using Ontario Cancer Registry data comprising adult patients aged 18 years or older who died with cancer between the pre-COVID-19 (March 16, 2015, to March 15, 2020) and COVID-19 (March 16, 2020, to March 15, 2021) periods. The data analysis was performed between March and November 2023. Exposure COVID-19-related hospital restrictions starting March 16, 2020. Main Outcomes and Measures Outcomes were death at home and SPC delivery at the end of life (last 30 days before death). Socioeconomic status was measured using Ontario Marginalization Index area-based material deprivation quintiles, with quintile 1 (Q1) indicating the least deprivation; Q3, intermediate deprivation; and Q5, the most deprivation. Segmented linear regression was used to estimate monthly trends in outcomes before, at the start of, and in the first year of the COVID-19 pandemic. Results Of 173 915 patients in the study cohort (mean [SD] age, 72.1 [12.5] years; males, 54.1% [95% CI, 53.8%-54.3%]), 83.7% (95% CI, 83.6%-83.9%) died in the pre-COVID-19 period and 16.3% (95% CI, 16.1%-16.4%) died in the COVID-19 period, 54.5% (95% CI, 54.2%-54.7%) died at home during the entire study period, and 57.8% (95% CI, 57.5%-58.0%) received SPC at the end of life. In March 2020, home deaths increased by 8.3% (95% CI, 7.4%-9.1%); however, this increase was less marked in Q5 (6.1%; 95% CI, 4.4%-7.8%) than in Q1 (11.4%; 95% CI, 9.6%-13.2%) and Q3 (10.0%; 95% CI, 9.0%-11.1%). There was a simultaneous decrease of 5.3% (95% CI, -6.3% to -4.4%) in the rate of SPC at the end of life, with no significant difference among quintiles. Patients who received SPC at the end of life (vs no SPC) were more likely to die at home before and during the pandemic. However, there was a larger immediate increase in home deaths among those who received no SPC at the end of life vs those who received SPC (Q1, 17.5% [95% CI, 15.2%-19.8%] vs 7.6% [95% CI, 5.4%-9.7%]; Q3, 12.7% [95% CI, 10.8%-14.5%] vs 9.0% [95% CI, 7.2%-10.7%]). For Q5, the increase in home deaths was significant only for patients who did not receive SPC (13.9% [95% CI, 11.9%-15.8%] vs 1.2% [95% CI, -1.0% to 3.5%]). Conclusions and Relevance These findings suggest that the COVID-19 pandemic was associated with amplified socioeconomic disparities in death at home and SPC delivery at the end of life. Future research should focus on the mechanisms of these disparities and on developing interventions to ensure equitable and consistent SPC access.
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Affiliation(s)
- Javaid Iqbal
- Department of Supportive Care, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Rahim Moineddin
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Robert A Fowler
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Ontario, Canada
- Department of Medicine, University of Toronto, Ontario, Canada
| | - Monika K Krzyzanowska
- Department of Medicine, University of Toronto, Ontario, Canada
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | | | - James Downar
- Division of Palliative Care, Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Bruyere Research Institute, Bruyere Continuing Care, Ottawa, Ontario, Canada
| | - Jenny Lau
- Department of Supportive Care, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Lisa W Le
- Department of Biostatistics, University Health Network, Toronto, Toronto, Ontario, Canada
| | - Gary Rodin
- Department of Supportive Care, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Hsien Seow
- Department of Oncology, McMaster University, Hamilton, Ontario, Canada
| | - Peter Tanuseputro
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Craig C Earle
- Department of Medicine, University of Toronto, Ontario, Canada
| | - Kieran L Quinn
- Department of Medicine, University of Toronto, Ontario, Canada
| | - Breffni Hannon
- Department of Supportive Care, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
- Department of Medicine, University of Toronto, Ontario, Canada
| | - Camilla Zimmermann
- Department of Supportive Care, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
- Department of Medicine, University of Toronto, Ontario, Canada
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García-Pardo M, Czarnecka-Kujawa K, Law JH, Salvarrey AM, Fernandes R, Fan ZJ, Waddell TK, Yasufuku K, Liu G, Donahoe LL, Pierre A, Le LW, Gunasegaran T, Ghumman N, Shepherd FA, Bradbury PA, Sacher AG, Schmid S, Corke L, Feng J, Stockley T, Pal P, Rogalla P, Pipinikas C, Howarth K, Ambasager B, Mezquita L, Tsao MS, Leighl NB. Association of Circulating Tumor DNA Testing Before Tissue Diagnosis With Time to Treatment Among Patients With Suspected Advanced Lung Cancer: The ACCELERATE Nonrandomized Clinical Trial. JAMA Netw Open 2023; 6:e2325332. [PMID: 37490292 PMCID: PMC10369925 DOI: 10.1001/jamanetworkopen.2023.25332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/26/2023] Open
Abstract
Importance Liquid biopsy has emerged as a complement to tumor tissue profiling for advanced non-small cell lung cancer (NSCLC). The optimal way to integrate liquid biopsy into the diagnostic algorithm for patients with newly diagnosed advanced NSCLC remains unclear. Objective To evaluate the use of circulating tumor DNA (ctDNA) genotyping before tissue diagnosis among patients with suspected advanced NSCLC and its association with time to treatment. Design, Setting, and Participants This single-group nonrandomized clinical trial was conducted among 150 patients at the Princess Margaret Cancer Centre-University Health Network (Toronto, Ontario, Canada) between July 1, 2021, and November 30, 2022. Patients referred for investigation and diagnosis of lung cancer were eligible if they had radiologic evidence of advanced lung cancer prior to a tissue diagnosis. Interventions Patients underwent plasma ctDNA testing with a next-generation sequencing (NGS) assay before lung cancer diagnosis. Diagnostic biopsy and tissue NGS were performed per standard of care. Main Outcome and Measures The primary end point was time from referral to treatment initiation among patients with advanced nonsquamous NSCLC using ctDNA testing before diagnosis (ACCELERATE [Accelerating Lung Cancer Diagnosis Through Liquid Biopsy] cohort). This cohort was compared with a reference cohort using standard tissue genotyping after tissue diagnosis. Results Of the 150 patients (median age at diagnosis, 68 years [range, 33-91 years]; 80 men [53%]) enrolled, 90 (60%) had advanced nonsquamous NSCLC. The median time to treatment was 39 days (IQR, 27-52 days) for the ACCELERATE cohort vs 62 days (IQR, 44-82 days) for the reference cohort (P < .001). Among the ACCELERATE cohort, the median turnaround time from sample collection to genotyping results was 7 days (IQR, 6-9 days) for plasma and 23 days (IQR, 18-28 days) for tissue NGS (P < .001). Of the 90 patients with advanced nonsquamous NSCLC, 21 (23%) started targeted therapy before tissue NGS results were available, and 11 (12%) had actionable alterations identified only through plasma testing. Conclusions and Relevance This nonrandomized clinical trial found that the use of plasma ctDNA genotyping before tissue diagnosis among patients with suspected advanced NSCLC was associated with accelerated time to treatment compared with a reference cohort undergoing standard tissue testing. Trial Registration ClinicalTrials.gov Identifier: NCT04863924.
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Affiliation(s)
- Miguel García-Pardo
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Medicine, University of Barcelona, Barcelona, Spain
- Department of Medical Oncology, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | | | - Jennifer H Law
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Alexandra M Salvarrey
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Division of Thoracic Surgery, University Health Network, Toronto, Ontario, Canada
| | - Roxanne Fernandes
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Zhen J Fan
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Thomas K Waddell
- Division of Thoracic Surgery, University Health Network, Toronto, Ontario, Canada
| | - Kazuhiro Yasufuku
- Division of Thoracic Surgery, University Health Network, Toronto, Ontario, Canada
| | - Geoffrey Liu
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Laura L Donahoe
- Division of Thoracic Surgery, University Health Network, Toronto, Ontario, Canada
| | - Andrew Pierre
- Division of Thoracic Surgery, University Health Network, Toronto, Ontario, Canada
| | - Lisa W Le
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Tharsiga Gunasegaran
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Noor Ghumman
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Frances A Shepherd
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Penelope A Bradbury
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Adrian G Sacher
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Sabine Schmid
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Medical Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Lucy Corke
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Jamie Feng
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Tracy Stockley
- Pathology and Laboratory Medicine Program, University Health Network, Toronto, Ontario, Canada
| | - Prodipto Pal
- Pathology and Laboratory Medicine Program, University Health Network, Toronto, Ontario, Canada
| | - Patrik Rogalla
- Department of Medical Imaging, University Health Network, Toronto, Ontario, Canada
| | | | | | | | - Laura Mezquita
- Department of Medicine, University of Barcelona, Barcelona, Spain
- Department of Medical Oncology, Hospital Clínic de Barcelona, Instituto de Investigaciones Biomédicas August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Ming S Tsao
- Pathology and Laboratory Medicine Program, University Health Network, Toronto, Ontario, Canada
| | - Natasha B Leighl
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
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Bonares M, Le LW, Zimmermann C, Wentlandt K. Specialist Palliative Care Referral Practices Among Oncologists, Cardiologists, Respirologists: A Comparison of National Survey Studies. J Pain Symptom Manage 2023; 66:e1-e34. [PMID: 36796528 DOI: 10.1016/j.jpainsymman.2023.01.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 01/15/2023] [Accepted: 01/17/2023] [Indexed: 02/16/2023]
Abstract
CONTEXT Although patients with nonmalignant diseases have palliative care needs similar to those of cancer patients, they are less likely to receive specialist palliative care (SPC). Referral practices of oncologists, cardiologists, and respirologists could provide insight into reasons for this difference. OBJECTIVES We compared referral practices to SPC among cardiologists, respirologists, and oncologists, discerned from surveys (the Canadian Palliative Cardiology/Respirology/Oncology Surveys). METHODS Descriptive comparison of survey studies; multivariable linear regression analysis of association between specialty and referral frequency. Surveys for each specialty were disseminated to physicians across Canada in 2010 (oncologists) and 2018 (cardiologists, respirologists). RESULTS The combined response rate of the surveys was 60.9% (1568/2574): 603 oncologists, 534 cardiologists, and 431 respirologists. Perceived availability of SPC services was higher for cancer than for noncancer patients. Oncologists were more likely to make a referral to SPC for a symptomatic patient with a prognosis of CONCLUSION For cardiologists and respirologists in 2018, perceived availability of SPC services was poorer, timing of referral later, and frequency of referral lower than among oncologists in 2010. Further research is needed to identify reasons for differences in referral practices and to develop interventions to overcome them.
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Affiliation(s)
- Michael Bonares
- Division of Palliative Medicine (M.B.), Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Division of Palliative Medicine (M.B., C.Z.), Department of Medicine, University of Toronto, Toronto, Ontario, Canada.
| | - Lisa W Le
- Department of Biostatistics (L.W.L.), Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Camilla Zimmermann
- Division of Palliative Medicine (M.B., C.Z.), Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Department of Supportive Care (C.Z., K.W.), University Health Network, Toronto, Ontario, Canada
| | - Kristen Wentlandt
- Department of Supportive Care (C.Z., K.W.), University Health Network, Toronto, Ontario, Canada; Division of Palliative Care (K.W.), Department of Community and Family Medicine, University of Toronto, Toronto, Ontario, Canada
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Zimmermann C, Pope A, Hannon B, Bedard PL, Rodin G, Dhani N, Li M, Herx L, Krzyzanowska MK, Howell D, Knox JJ, Leighl NB, Sridhar S, Oza AM, Lheureux S, Booth CM, Liu G, Castro JA, Swami N, Sue-A-Quan R, Rydall A, Le LW. Symptom screening with Targeted Early Palliative care (STEP) versus usual care for patients with advanced cancer: a mixed methods study. Support Care Cancer 2023; 31:404. [PMID: 37341839 DOI: 10.1007/s00520-023-07870-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Accepted: 06/07/2023] [Indexed: 06/22/2023]
Abstract
PURPOSE Although early palliative care is recommended, resource limitations prevent its routine implementation. We report on the preliminary findings of a mixed methods study involving a randomized controlled trial (RCT) of Symptom screening with Targeted Early Palliative care (STEP) and qualitative interviews. METHODS Adults with advanced solid tumors and an oncologist-estimated prognosis of 6-36 months were randomized to STEP or symptom screening alone. STEP involved symptom screening at each outpatient oncology visit; moderate to severe scores triggered an email to a palliative care nurse, who offered referral to in-person outpatient palliative care. Patient-reported outcomes of quality of life (FACT-G7; primary outcome), depression (PHQ-9), symptom control (ESAS-r-CS), and satisfaction with care (FAMCARE P-16) were measured at baseline and 2, 4, and 6 months. Semi-structured interviews were conducted with a subset of participants. RESULTS From Aug/2019 to Mar/2020 (trial halted due to COVID-19 pandemic), 69 participants were randomized to STEP (n = 33) or usual care (n = 36). At 6 months, 45% of STEP arm patients and 17% of screening alone participants had received palliative care (p = 0.009). Nonsignificant differences for all outcomes favored STEP: difference in change scores for FACT-G7 = 1.67 (95% CI: -1.43, 4.77); ESAS-r-CS = -5.51 (-14.29, 3.27); FAMCARE P-16 = 4.10 (-0.31, 8.51); PHQ-9 = -2.41 (-5.02, 0.20). Sixteen patients completed qualitative interviews, describing symptom screening as helpful to initiate communication; triggered referral as initially jarring but ultimately beneficial; and referral to palliative care as timely. CONCLUSION Despite lack of power for this halted trial, preliminary results favored STEP and qualitative results demonstrated acceptability. Findings will inform an RCT of combined in-person and virtual STEP.
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Affiliation(s)
- Camilla Zimmermann
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada.
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada.
- Division of Medical Oncology, Faculty of Medicine, University of Toronto, Toronto, Canada.
- Division of Palliative Medicine, Department of Medicine, University of Toronto, Toronto, Canada.
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, Canada.
| | - Ashley Pope
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Breffni Hannon
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Division of Palliative Medicine, Department of Medicine, University of Toronto, Toronto, Canada
| | - Philippe L Bedard
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Division of Medical Oncology, Faculty of Medicine, University of Toronto, Toronto, Canada
- Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Gary Rodin
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Neesha Dhani
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Division of Medical Oncology, Faculty of Medicine, University of Toronto, Toronto, Canada
- Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Madeline Li
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Leonie Herx
- Division of Palliative Medicine, Department of Medicine, Queen's University, Kingston, Canada
| | - Monika K Krzyzanowska
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Division of Medical Oncology, Faculty of Medicine, University of Toronto, Toronto, Canada
- Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Doris Howell
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Faculty of Nursing, University of Toronto, Toronto, Canada
| | - Jennifer J Knox
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Division of Medical Oncology, Faculty of Medicine, University of Toronto, Toronto, Canada
- Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Natasha B Leighl
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Division of Medical Oncology, Faculty of Medicine, University of Toronto, Toronto, Canada
- Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Srikala Sridhar
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Division of Medical Oncology, Faculty of Medicine, University of Toronto, Toronto, Canada
- Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Amit M Oza
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Division of Medical Oncology, Faculty of Medicine, University of Toronto, Toronto, Canada
- Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Stephanie Lheureux
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Division of Medical Oncology, Faculty of Medicine, University of Toronto, Toronto, Canada
- Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Christopher M Booth
- Division of Medical Oncology, Kingston Health Sciences Centre, Kingston, Canada
- Department of Oncology, Queen's University, Kingston, Canada
- Division of Cancer Care and Epidemiology, Queen's University Cancer Research Institute, Kingston, Canada
| | - Geoffrey Liu
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Division of Medical Oncology, Faculty of Medicine, University of Toronto, Toronto, Canada
- Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Jacqueline Alcalde Castro
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Division of Palliative Medicine, Department of Medicine, University of Toronto, Toronto, Canada
| | - Nadia Swami
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Rachel Sue-A-Quan
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Anne Rydall
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Lisa W Le
- Department of Biostatistics, University Health Network, Toronto, Canada
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Moon CC, Mah K, Pope A, Swami N, Hannon B, Lau J, Mak E, Al-Awamer A, Banerjee S, Dawson LA, Husain A, Rodin G, Le LW, Zimmermann C. Family physicians' involvement in palliative cancer care. Cancer Med 2023; 12:6213-6224. [PMID: 36263836 PMCID: PMC10028020 DOI: 10.1002/cam4.5371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 09/21/2022] [Accepted: 10/08/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Family physicians' (FPs) long-term relationships with their oncology patients position them ideally to provide primary palliative care, yet their involvement is variable. We examined perceptions of FP involvement among outpatients receiving palliative care at a cancer center and identified factors associated with this involvement. METHODS Patients with advanced cancer attending an oncology palliative care clinic (OPCC) completed a 25-item survey. Eligible patients had seen an FP within 5 years. Binary multivariable logistic regression analyses were conducted to identify factors associated with (1) having seen an FP for palliative care within 6 months, and (2) having a scheduled/planned FP appointment. RESULTS Of 258 patients, 35.2% (89/253) had seen an FP for palliative care within the preceding 6 months, and 51.2% (130/254) had a scheduled/planned FP appointment. Shorter travel time to FP (odds ratio [OR] = 0.67, 95% confidence interval [CI] = 0.48-0.93, p = 0.02), the FP having a 24-h support service (OR = 1.96, 95% CI = 1.02-3.76, p = 0.04), and a positive perception of FP's care (OR = 1.05, 95% CI = 1.01-1.09, p = 0.01) were associated with having seen the FP for palliative care. English as a first language (OR = 2.90, 95% CI = 1.04-8.11, p = 0.04) and greater ease contacting FP after hours (OR = 1.33, 95% CI = 1.08-1.64, p = 0.008) were positively associated, and female sex of patient (OR = 0.51, 95% CI = 0.30-0.87, p = 0.01) and travel time to FP (OR = 0.66, 95% CI = 0.47-0.93, p = 0.02) negatively associated with having a scheduled/planned FP appointment. Number of OPCC visits was not associated with either outcome. CONCLUSION Most patients had not seen an FP for palliative care. Accessibility, availability, and equity are important factors to consider when planning interventions to encourage and facilitate access to FPs for palliative care.
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Affiliation(s)
- Christine C Moon
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Kenneth Mah
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Ashley Pope
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Nadia Swami
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Breffni Hannon
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Jenny Lau
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Ernie Mak
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Ahmed Al-Awamer
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Subrata Banerjee
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Laura A Dawson
- Department of Radiation Oncology, University of Toronto, Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Amna Husain
- Temmy Latner Centre for Palliative Care Lunenfeld Tanenbaum Research Institute, Sinai Health Division of Palliative Care, University of Toronto, Toronto, Ontario, Canada
| | - Gary Rodin
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Global Institute of Psychosocial, Palliative and End-of-Life Care (GIPPEC), University of Toronto and Princess Margaret Cancer Centre, Toronto, Ontario, Canada
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Lisa W Le
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Camilla Zimmermann
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
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6
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Cheng EY, Mah K, Al-Awamer A, Pope A, Swami N, Wong JL, Mathews J, Howell D, Hannon B, Rodin G, Shapiro GK, Li M, Le LW, Zimmermann C. Public interest in medical assistance in dying and palliative care. BMJ Support Palliat Care 2022; 12:448-456. [PMID: 36171108 DOI: 10.1136/spcare-2022-003910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 09/13/2022] [Indexed: 11/03/2022]
Abstract
OBJECTIVES Medical assistance in dying (MAiD) is legal in an increasing number of countries, but there are concerns that its availability may compromise access to palliative care. We assessed public interest in MAiD, palliative care, both, or neither, and examined characteristics associated with this interest. METHODS We surveyed a representative sample of the adult Canadian public, accessed through a panel from May to June 2019. Weighted generalised multinomial logistic regression analyses were used to determine characteristics associated with interest in referral to palliative care, MAiD, or both, in the event of diagnosis with a serious illness. RESULTS Of 1362 participants who had heard of palliative care, 611 (44.8% weighted (95% CI 42.1% to 47.5%)) would be interested in both MAiD and palliative care, 322 (23.9% (95% CI 21.5% to 26.2%)) palliative care alone, 171 (12.3% (95% CI 10.5% to 14.1%)) MAiD alone and 258 (19.0% (95% CI 16.9% to 21.2%)) neither. In weighted multinomial logistic regression analyses, interest in both MAiD and palliative care (compared with neither) was associated with better knowledge of the definition of palliative care, older age, female gender, higher education and less religiosity; interest in palliative care alone was associated with better knowledge of the definition of palliative care, older age, female gender and being married/common law; interest in MAiD alone was associated with less religiosity (all p<0.05). CONCLUSIONS There is substantial public interest in potential referral to both MAiD and palliative care. Simultaneous availability of palliative care should be ensured in jurisdictions where MAiD is legal, and education about palliative care should be a public health priority.
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Affiliation(s)
- Emily YiQin Cheng
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Kenneth Mah
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Ahmed Al-Awamer
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Ashley Pope
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Nadia Swami
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Joanne L Wong
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Jean Mathews
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Division of Palliative Medicine, Departments of Medicine and Oncology, Queen's University, Kingston, Ontario, Canada
| | - Doris Howell
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Faculty of Nursing, University of Toronto, Toronto, Ontario, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Breffni Hannon
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Gary Rodin
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Gilla K Shapiro
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Madeline Li
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Lisa W Le
- Biostatistics, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Camilla Zimmermann
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada .,Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
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7
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Garcia-Pardo M, Czarnecka K, Law JH, Salvarrey A, Fernandes R, Fan J, Corke L, Waddell TK, Yasufuku K, Donahoe LL, Pierre A, Le LW, Ghumman N, Liu G, Shepherd FA, Bradbury P, Sacher A, Stockley T, Pal P, Rogalla P, Tsao MS, Leighl NB. Plasma-first: accelerating lung cancer diagnosis and molecular profiling through liquid biopsy. Ther Adv Med Oncol 2022; 14:17588359221126151. [PMID: 36158638 PMCID: PMC9500258 DOI: 10.1177/17588359221126151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 08/26/2022] [Indexed: 11/24/2022] Open
Abstract
Introduction: Molecular profiling of tumor tissue is the gold standard for treatment decision-making in advanced non-small cell lung cancer (NSCLC). Results may be delayed or unavailable due to insufficient tissue, prolonged wait times for biopsy, pathology assessment and testing. We piloted the use of plasma testing in the initial diagnostic workup for patients with suspected advanced lung cancer. Methods: Patients with ⩽15 pack-year smoking history and suspected advanced lung cancer referred to the lung cancer rapid diagnostic program underwent plasma circulating-tumor DNA testing using a DNA-based mutation panel. Tissue testing was performed per standard of care, including comprehensive next-generation sequencing (NGS). The primary endpoint was time from diagnostic program referral to cancer treatment in stage IV NSCLC patients (Cohort A) compared to a contemporary cohort not enrolled in the study (Cohort B) and an historical pre-COVID cohort referred to the program between 2018 and 2019 (Cohort C). Results: From January to June 2021, 20 patients were enrolled in Cohort A; median age was 70.5 years (range 33–87), 70% were female, 55% Caucasian, 85% never smokers, and 75% were diagnosed with NSCLC. Seven had actionable alterations detected in plasma or tissue (4/7 concordant). Fusions, not tested in plasma, were identified by immunohistochemistry for three patients. Mean result turnaround time was 17.8 days for plasma NGS and 23.6 days for tissue (p = 0.10). Mean time from referral to treatment initiation was significantly shorter in cohort A at 32.6 days (SD 13.1) versus 62.2 days (SD 31.2) in cohort B and 61.5 days (SD 29.1) in cohort C, both p < 0.0001. Conclusion: Liquid biopsy in the initial diagnostic workup of patients with suspected advanced NSCLC can lead to faster molecular results and shorten time to treatment even with smaller DNA panels. An expansion study using comprehensive NGS plasma testing with faster turnaround time is ongoing (NCT04862924).
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Affiliation(s)
- Miguel Garcia-Pardo
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Kasia Czarnecka
- Division of Respirology, Toronto General Hospital, University Health Network, Toronto, ON, Canada
| | - Jennifer H Law
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Alexandra Salvarrey
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, CanadaDivision of Thoracic Surgery, Toronto General Hospital, University Health Network, Toronto, ON, Canada
| | - Roxanne Fernandes
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Jason Fan
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Lucy Corke
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Thomas K Waddell
- Division of Thoracic Surgery, Toronto General Hospital, University Health Network, Toronto, ON, Canada
| | - Kazuhiro Yasufuku
- Division of Thoracic Surgery, Toronto General Hospital, University Health Network, Toronto, ON, Canada
| | - Laura L Donahoe
- Division of Thoracic Surgery, Toronto General Hospital, University Health Network, Toronto, ON, Canada
| | - Andrew Pierre
- Division of Thoracic Surgery, Toronto General Hospital, University Health Network, Toronto, ON, Canada
| | - Lisa W Le
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Noor Ghumman
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Geoffrey Liu
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Frances A Shepherd
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Penelope Bradbury
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Adrian Sacher
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Tracy Stockley
- Department of Laboratory Medicine and Pathobiology, Toronto General Hospital, University Health Network, Toronto, ON, Canada
| | - Prodipto Pal
- Department of Laboratory Medicine and Pathobiology, Toronto General Hospital, University Health Network, Toronto, ON, Canada
| | - Patrik Rogalla
- Joint Department of Medical Imaging, Toronto General Hospital, University Health Network, Toronto, ON, Canada
| | - Ming Sound Tsao
- Department of Laboratory Medicine and Pathobiology, Toronto General Hospital, University Health Network, Toronto, ON, Canada
| | - Natasha B Leighl
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, 7-913 700 University Avenue, Toronto, ON M5G 1Z5, Canada
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8
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Zimmermann C, Pope A, Hannon B, Krzyzanowska MK, Rodin G, Li M, Howell D, Knox JJ, Leighl NB, Sridhar SS, Oza AM, Prince RM, Lheureux S, Hansen AR, Dhani NC, Liu G, Bedard PL, Chen EX, Swami N, Le LW. Randomized controlled trial (RCT) of symptom screening with targeted early palliative care (STEP) versus usual care in patients with advanced cancer. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.e24084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e24084 Background: To direct limited specialized palliative care resources to patients in greatest need, we developed STEP (Symptom screening with Targeted Early Palliative care). STEP entails symptom screening (ESAS-r) at each oncology clinic visit and triggered alerts (for moderate-high physical and psychological symptoms) to a nurse who calls the patient to offer a palliative care clinic (PCC) visit. We conducted a phase III RCT to assess the impact of STEP versus usual care on quality of life and other patient-reported outcomes (PROs). Methods: Adults with advanced cancer were recruited from medical oncology clinics at the Princess Margaret Cancer Centre, Toronto, Canada. Consenting patients with oncologist-assessed ECOG 0-2 and estimated survival of 6-36 months were enrolled and block randomized (stratified by tumour site and symptom severity) to STEP or usual care. Participants completed measures of quality of life (FACT-G7), depression (PHQ-9), symptom control (ESASr-CS), and satisfaction with care (FAMCARE-P16) at baseline, 2, 4 and 6 months. The primary outcome was FACT-G7 at 6 months, with a planned sample size of 261/arm. Results: From 8/2019 to 3/2020, 69 patients were enrolled: 33 randomized to STEP and 36 to usual care. The trial was then halted permanently due to the COVID-19 pandemic, owing to substantial changes to elements of STEP (shift to virtual symptom screening and palliative care) and usual care (shift to virtual oncology care). Median age was 64 years (range 25-87) and 62% (43/69) were women; study arms were balanced at baseline except gender, with more women randomized to STEP. Within the STEP arm, 20 (61%) participants triggered a nurse’s call to offer a PCC visit, of whom 13 attended the clinic at least once. All outcomes tended to be better in the STEP arm compared to usual care, particularly depression and satisfaction with care at 6 months; however, results were not statistically significant (Table). Conclusions: STEP holds promise for improving quality of life and other PROs in patients with advanced cancer and effectively directing early palliative care towards those who need it most. In response to the pandemic, an online version of STEP has been developed and a further trial is in progress. Clinical trial information: NCT03987906. [Table: see text]
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Affiliation(s)
- Camilla Zimmermann
- Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - Ashley Pope
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | | | | | - Gary Rodin
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Madeline Li
- Palliative Care and Psychosocial Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - Doris Howell
- Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - Jennifer J. Knox
- Wallace McCain Center for Pancreatic Cancer, Princess Margaret Cancer Center, University Health Network, Toronto, ON, Canada
| | - Natasha B. Leighl
- Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - Srikala S. Sridhar
- Cancer Clinical Research Unit, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Amit M. Oza
- Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - Rebecca M. Prince
- Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - Stephanie Lheureux
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Aaron Richard Hansen
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - Neesha C. Dhani
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Geoffrey Liu
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | | | - Eric Xueyu Chen
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Nadia Swami
- Princess Margaret Hospital, University Health Network, Toronto, ON, Canada
| | - Lisa W Le
- University Health Network, Toronto, ON, Canada
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9
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Garcia Pardo M, Czarnecka K, Law JH, Salvarrey AM, Fernandes R, Fan J, Corke L, Le LW, Waddell TK, Yasufuku K, Liu G, Shepherd FA, Bradbury PA, Sacher AG, Stockley T, Pal P, Tsao MS, Howarth K, Pipinikas C, Leighl NB. Plasma first: Accelerating lung cancer diagnosis through liquid biopsy. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.3039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
3039 Background: Molecular profiling of tumor tissue is the gold standard for treatment decision making in advanced non-small cell lung cancer. Results may be delayed or unavailable due to insufficient tissue samples or prolonged wait times for biopsy, pathology assessment and testing. We piloted the use of plasma molecular testing as part of the initial diagnostic work-up for patients with suspected advanced lung cancer (NCT04863924). Methods: Patients with radiologic evidence of advanced lung cancer referred to the lung rapid diagnostic program underwent plasma circulating tumor DNA (ctDNA) testing using InVisionFirst-Lung, a next-generation sequencing (NGS) assay targeting 37 genes. Standard tissue testing was performed with comprehensive NGS (Oncomine). The primary endpoint was time to treatment in stage IV NSCLC patients compared to an historical pre-COVID-19 cohort (2018-9). Secondary endpoints included actionable targets identified in plasma, % of patients starting targeted therapy based on liquid biopsy and result turnaround time (TAT). Results: Between July 1 to December 31, 2021, 60 patients were enrolled. Median age was 70 years (range 33-91), 52% were female, 57% Caucasian, 48% never smokers. Of these, 73% had NSCLC, 12% small cell, 10% non-lung pathology and 5% declined tissue biopsy. Of 44 NSCLC patients, 5 (11%) had early-stage disease and underwent curative therapy. Most stage IV patients (79%) had systemic treatment. Median time to treatment initiation in the study cohort was 34 days (n = 31, range 10-90) versus 62 days (n = 101, range 13-159) in the historical cohort (p<0.0001). Two thirds (N = 23) of stage IV NSCLC patients had actionable alterations identified, (30% in current/ex-smokers); 18 started targeted therapy including 10 based on plasma results before tissue results were available. Median TAT was 7 days for plasma from blood draw to reporting (range 4-14) and 26 days for tissue molecular testing (range 11-42), p<0.0001. Concordance was high between plasma and tissue testing (70%). Liquid biopsy identified actionable alterations for 3 patients not identified by tissue NGS. In 4 cases, plasma testing failed to identify actionable alterations detected in tissue, due to undetectable plasma ctDNA. Conclusions: Liquid biopsy in the initial diagnostic workup of patients with suspected advanced NSCLC leads to faster molecular results and shortens time to treatment compared to tissue testing alone. Supplementing the current standard of tissue molecular testing with a plasma-first approach during the diagnostic work up of patients with suspected advanced lung cancer may increase access to precision medicine and improve patient outcomes. Clinical trial information: NCT04863924. [Table: see text]
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Affiliation(s)
- Miguel Garcia Pardo
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Kasia Czarnecka
- Division of Thoracic Surgery, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Jennifer H. Law
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | | | - Roxanne Fernandes
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Jason Fan
- Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - Lucy Corke
- Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - Lisa W Le
- University Health Network, Toronto, ON, Canada
| | - Thomas K. Waddell
- Division of Thoracic Surgery, University Health Network, University of Toronto, Toronto, ON, Canada
| | | | - Geoffrey Liu
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Frances A. Shepherd
- Cancer Clinical Research Unit, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | | | | | - Tracy Stockley
- University Health Network, Genome Diagnostics, Laboratory Medicine Program, Toronto, ON, Canada
| | - Prodipto Pal
- Department of Laboratory Medicine and Pathology, University Health Network, Toronto, ON, Canada
| | - Ming Sound Tsao
- Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | | | | | - Natasha B. Leighl
- Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
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10
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Rodin R, Swami N, Pope A, Hui D, Hannon B, Le LW, Zimmermann C. Impact of early palliative care according to baseline symptom severity: Secondary analysis of a cluster-randomized controlled trial in patients with advanced cancer. Cancer Med 2022; 11:1869-1878. [PMID: 35142091 PMCID: PMC9041071 DOI: 10.1002/cam4.4565] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 11/19/2021] [Accepted: 11/21/2021] [Indexed: 12/18/2022] Open
Abstract
Background Early palliative care (EPC) improves the quality of life but may not be feasible for all patients with advanced cancer. Symptom screening has been suggested to triage patients for EPC, but scant evidence exists for this practice. Methods We conducted a subgroup analysis of a cluster‐randomized controlled trial of EPC vs. standard oncology care according to patients' baseline symptom scores (high [>23] vs. low [≤23] Edmonton Symptom Assessment System Distress Score [ESAS SDS]). A linear mixed‐effects model was used to account for correlation within clusters, adjusting for the baseline outcome score and all covariates in the original trial. Results Among the 461 participants, baseline symptom scores were high in 229 patients (127 intervention, 102 control) and low in 232 (101 intervention and 131 control). Among those with high baseline symptoms, there was improved quality of life in the EPC arm compared to controls at 4 months (adjusted difference in primary outcome of FACIT‐Sp change score [95% CI], 8.7 [2.8 to 14.5], p = 0.01; adjusted difference in QUAL‐E, 4.2 [0.9–7.5], p = 0.02); there was also improved satisfaction with care (6.9 [3.8–9.9], p = 0.001) and clinician‐patient interactions (−1.7 [−3.4 to −0.1], p = 0.04), but no significant difference in ESAS SDS (−5.6 [−12.7 to 1.4], p = 0.11). In the low baseline symptom group, there were no significant differences between arms for any outcomes. Conclusion EPC improved quality of life, satisfaction with care, and clinician‐patient interactions only in those with high baseline symptoms. Symptom severity may be an appropriate criterion to trigger early referrals to palliative care.
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Affiliation(s)
- Rebecca Rodin
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Nadia Swami
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Ashley Pope
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - David Hui
- Department of Palliative Care, Rehabilitation, and Integrative Medicine, and Department of General Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Breffni Hannon
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Lisa W Le
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Camilla Zimmermann
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.,Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
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11
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Sung MR, Tomasini P, Le LW, Kamel-Reid S, Tsao MS, Liu G, Bradbury PA, Shepherd FA, Li JJ, Feld R, Leighl NB. Effects of Ethnicity on Outcomes of Patients With EGFR Mutation–Positive NSCLC Treated With EGFR Tyrosine Kinase Inhibitors and Surgical Resection. JTO Clin Res Rep 2022; 3:100259. [PMID: 35112092 PMCID: PMC8790496 DOI: 10.1016/j.jtocrr.2021.100259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 11/15/2021] [Accepted: 11/18/2021] [Indexed: 12/09/2022] Open
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12
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Ezeife DA, Spackman E, Juergens RA, Laskin JJ, Agulnik JS, Hao D, Laurie SA, Law JH, Le LW, Kiedrowski LA, Melosky B, Shepherd FA, Cohen V, Wheatley-Price P, Vandermeer R, Li JJ, Fernandes R, Shokoohi A, Lanman RB, Leighl NB. The economic value of liquid biopsy for genomic profiling in advanced non-small cell lung cancer. Ther Adv Med Oncol 2022; 14:17588359221112696. [PMID: 35923926 PMCID: PMC9340413 DOI: 10.1177/17588359221112696] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Accepted: 06/21/2022] [Indexed: 11/17/2022] Open
Abstract
Background: Liquid biopsy (LB) can detect actionable genomic alterations in plasma circulating tumor circulating tumor DNA beyond tissue testing (TT) alone in advanced non-small cell lung cancer (NSCLC) patients. We estimated the cost-effectiveness of adding LB to TT in the Canadian healthcare system. Methods: A cost-effectiveness analysis was conducted using a decision analytic Markov model from the Canadian public payer (Ontario) perspective and a 2-year time horizon in patients with treatment-naïve stage IV non-squamous NSCLC and ⩽10 pack-year smoking history. LB was performed using the comprehensive genomic profiling Guardant360™ assay. Standard of care TT for each participating institution was performed. Costs and outcomes of molecular testing by LB + TT were compared to TT alone. Transition probabilities were calculated from the VALUE trial (NCT03576937). Sensitivity analyses were undertaken to assess uncertainty in the model. Results: Use of LB + TT identified actionable alterations in more patients, 68.5 versus 52.7% with TT alone. Use of the LB + TT strategy resulted in an incremental cost savings of $3065 CAD per patient (95% CI, 2195–3945) and a gain in quality-adjusted life-years of 0.02 (95% CI, 0.01–0.02) versus TT alone. More patients received chemo-immunotherapy based on TT with higher overall costs, whereas more patients received targeted therapy based on LB + TT with net cost savings. Major drivers of cost-effectiveness were drug acquisition costs and prevalence of actionable alterations. Conclusion: The addition of LB to TT as initial molecular testing of clinically selected patients with advanced NSCLC did not increase system costs and led to more patients receiving appropriate targeted therapy.
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Affiliation(s)
- Doreen A. Ezeife
- Department of Oncology, Tom Baker Cancer Center, 1331 29 St NW, Toronto, ON T2N 4N2, Canada University of Calgary, Calgary, AB, Canada
| | | | | | - Janessa J. Laskin
- BC Cancer, The University of British Columbia, Vancouver, BC, Canada
| | - Jason S. Agulnik
- Jewish General Hospital, McGill University, Montreal, QC, Canada
| | - Desiree Hao
- Tom Baker Cancer Center, Calgary, AB, Canada University of Calgary, Calgary AB, Canada
| | - Scott A. Laurie
- Ottawa Hospital Research Institute/Department of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Jennifer H. Law
- Princess Margaret Cancer Center, University of Toronto, Toronto, ON, Canada
| | - Lisa W. Le
- Princess Margaret Cancer Center, University of Toronto, Toronto, ON, Canada
| | | | - Barbara Melosky
- BC Cancer, The University of British Columbia, Vancouver, BC, Canada
| | | | - Victor Cohen
- Jewish General Hospital, McGill University, Montreal, QC, Canada
| | - Paul Wheatley-Price
- Ottawa Hospital Research Institute/Department of Medicine, University of Ottawa, Ottawa, ON, Canada
| | | | - Janice J. Li
- Princess Margaret Cancer Center, University of Toronto, Toronto, ON, Canada
| | - Roxanne Fernandes
- Princess Margaret Cancer Center, University of Toronto, Toronto, ON, Canada
| | - Aria Shokoohi
- BC Cancer, The University of British Columbia, Vancouver, BC, Canada
| | | | - Natasha B. Leighl
- Princess Margaret Cancer Center, University of Toronto, Toronto, ON, Canada
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13
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Zimmermann C, Wong JL, Swami N, Pope A, Cheng Y, Mathews J, Howell D, Sullivan R, Rodin G, Hannon B, Moineddin R, Le LW. Public knowledge and attitudes concerning palliative care. BMJ Support Palliat Care 2021:bmjspcare-2021-003340. [PMID: 34620693 DOI: 10.1136/bmjspcare-2021-003340] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 08/31/2021] [Indexed: 02/04/2023]
Abstract
OBJECTIVE WHO recommends early integration of palliative care alongside usual care to improve quality of life, although misunderstanding of palliative care may impede this. We compared the public's perceived and actual knowledge of palliative care, and examined the relationship of this knowledge to attitudes concerning palliative care. METHODS We analysed data from a survey of a representative sample of the Canadian public, accessed through a survey panel in May-June 2019. We compared high perceived knowledge ('know what palliative care is and could explain it') with actual knowledge of the WHO definition (knew ≥5/8 components, including that palliative care can be provided early in the illness and together with life-prolonging treatments), and examined their associations with attitudes to palliative care. RESULTS Of 1518 adult participants residing in Canada, 45% had high perceived knowledge, of whom 46% had high actual knowledge. Participants with high (vs low) perceived knowledge were more likely to associate palliative care with end-of-life care (adjusted OR 2.15 (95% CI 1.66 to 2.79), p<0.0001) and less likely to believe it offered hope (0.62 (95% CI 0.47 to 0.81), p=0.0004). Conversely, participants with high (vs low) actual knowledge were less likely to find palliative care fearful (0.67 (95% CI 0.52 to 0.86), p=0.002) or depressing (0.72 (95% CI 0.56 to 0.93), p=0.01) and more likely to believe it offered hope (1.88 (95% CI 1.46 to 2.43), p<0.0001). CONCLUSIONS Stigma regarding palliative care may be perpetuated by those who falsely believe they understand its meaning. Public health education is needed to increase knowledge about palliative care, promote its early integration and counter false assumptions.
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Affiliation(s)
- Camilla Zimmermann
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Division of Palliative Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Division of Medical Oncology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Division of Palliative Medicine, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Joanne L Wong
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Nadia Swami
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Ashley Pope
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - YiQin Cheng
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Jean Mathews
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Division of Palliative Medicine, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Doris Howell
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Faculty of Nursing, University of Toronto, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Richard Sullivan
- Institute of Cancer Policy, Guy's Hospital, King's College London, London, UK
| | - Gary Rodin
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Breffni Hannon
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Division of Palliative Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
- Division of Medical Oncology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Division of Palliative Medicine, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Rahim Moineddin
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto Faculty of Medicine, Toronto, Ontario, Canada
| | - Lisa W Le
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
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14
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Zimmermann C, Pope A, Hannon B, Krzyzanowska MK, Rodin G, Li M, Howell D, Knox JJ, Leighl NB, Sridhar S, Oza AM, Prince R, Lheureux S, Hansen AR, Rydall A, Chow B, Herx L, Booth CM, Dudgeon D, Dhani N, Liu G, Bedard PL, Mathews J, Swami N, Le LW. Phase II Trial of Symptom Screening With Targeted Early Palliative Care for Patients With Advanced Cancer. J Natl Compr Canc Netw 2021; 20:361-370.e3. [PMID: 34492632 DOI: 10.6004/jnccn.2020.7803] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 12/24/2020] [Indexed: 11/17/2022]
Abstract
BACKGROUND Routine early palliative care (EPC) improves quality of life (QoL) for patients with advanced cancer, but it may not be necessary for all patients. We assessed the feasibility of Symptom screening with Targeted Early Palliative care (STEP) in a phase II trial. METHODS Patients with advanced cancer were recruited from medical oncology clinics. Symptoms were screened at each visit using the Edmonton Symptom Assessment System-revised (ESAS-r); moderate to severe scores (screen-positive) triggered an email to a palliative care nurse, who called the patient and offered EPC. Patient-reported outcomes of QoL, depression, symptom control, and satisfaction with care were measured at baseline and at 2, 4, and 6 months. The primary aim was to determine feasibility, according to predefined criteria. Secondary aims were to assess whether STEP identified patients with worse patient-reported outcomes and whether screen-positive patients who accepted and received EPC had better outcomes over time than those who did not receive EPC. RESULTS In total, 116 patients were enrolled, of which 89 (77%) completed screening for ≥70% of visits. Of the 70 screen-positive patients, 39 (56%) received EPC during the 6-month study and 4 (6%) received EPC after the study end. Measure completion was 76% at 2 months, 68% at 4 months, and 63% at 6 months. Among screen-negative patients, QoL, depression, and symptom control were substantially better than for screen-positive patients at baseline (all P<.0001) and remained stable over time. Among screen-positive patients, mood and symptom control improved over time for those who accepted and received EPC and worsened for those who did not receive EPC (P<.01 for trend over time), with no difference in QoL or satisfaction with care. CONCLUSIONS STEP is feasible in ambulatory patients with advanced cancer and distinguishes between patients who remain stable without EPC and those who benefit from targeted EPC. Acceptance of the triggered EPC visit should be encouraged. ClinicalTrials.gov identifier: NCT04044040.
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Affiliation(s)
- Camilla Zimmermann
- 1Department of Supportive Care, and.,2Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto.,3Division of Medical Oncology.,4Division of Palliative Medicine, Department of Medicine, and.,5Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto
| | | | - Breffni Hannon
- 1Department of Supportive Care, and.,2Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto.,4Division of Palliative Medicine, Department of Medicine, and
| | - Monika K Krzyzanowska
- 2Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto.,3Division of Medical Oncology.,6Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto
| | - Gary Rodin
- 1Department of Supportive Care, and.,2Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto.,5Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto
| | - Madeline Li
- 1Department of Supportive Care, and.,2Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto.,5Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto
| | - Doris Howell
- 1Department of Supportive Care, and.,2Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto.,7Faculty of Nursing, University of Toronto, Toronto
| | - Jennifer J Knox
- 2Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto.,3Division of Medical Oncology.,6Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto
| | - Natasha B Leighl
- 2Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto.,3Division of Medical Oncology.,6Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto
| | - Srikala Sridhar
- 2Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto.,3Division of Medical Oncology.,6Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto
| | - Amit M Oza
- 2Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto.,3Division of Medical Oncology.,6Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto
| | - Rebecca Prince
- 2Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto.,3Division of Medical Oncology.,6Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto
| | - Stephanie Lheureux
- 2Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto.,3Division of Medical Oncology.,6Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto
| | - Aaron R Hansen
- 2Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto.,3Division of Medical Oncology.,6Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto
| | | | | | - Leonie Herx
- 8Division of Palliative Medicine, Department of Medicine, Queen's University, Kingston
| | - Christopher M Booth
- 9Division of Medical Oncology, Kingston Health Sciences Centre, Kingston.,10Department of Oncology, Queen's University, Kingston.,11Division of Cancer Care and Epidemiology, Queen's University Cancer Research Institute, Kingston; and
| | - Deborah Dudgeon
- 9Division of Medical Oncology, Kingston Health Sciences Centre, Kingston
| | - Neesha Dhani
- 2Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto.,3Division of Medical Oncology.,6Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto
| | - Geoffrey Liu
- 2Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto.,3Division of Medical Oncology.,6Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto
| | - Philippe L Bedard
- 2Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto.,3Division of Medical Oncology.,6Division of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto
| | - Jean Mathews
- 1Department of Supportive Care, and.,4Division of Palliative Medicine, Department of Medicine, and
| | | | - Lisa W Le
- 12Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
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15
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Ezeife DA, Morganstein BJ, Yip S, Ryan M, Law JH, Guan AY, Le LW, Hansen AR, Sacher A, Bjarnason GA, Doherty MK, Leighl NB. The financial impact of cancer care on renal cancer patients. Can J Urol 2021; 28:10762-10767. [PMID: 34378512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
UNLABELLED INTRODUCTION Advances in novel treatment options may render renal cell cancer (RCC) patients susceptible to the financial toxicity (FT) of cancer treatment, and the factors associated with FT are unknown. MATERIALS AND METHODS Eligible patients were ≥ 18 years old and had a diagnosis of stage IV RCC for at least 3 months. Patients were recruited from Princess Margaret Cancer Centre and Sunnybrook Odette Cancer Centre (Toronto, Canada). FT was assessed using the validated Comprehensive Score for Financial Toxicity (COST) instrument, a 12-question survey scored from 0-44, with lower scores reflecting worse FT. Patient and treatment characteristics, out-of-pocket costs (OOP) and private insurance coverage (PIC) were collected. Factors associated with worse FT (COST score < 21) were determined. RESULTS Sixty-five patients were approached and 80% agreed to participate (n = 52). The median age was 62 (44-88); 20% were female (n = 10); 43% were age ≥ 65 (n = 22); 63% were Caucasian (n = 31). Median COST score was 20.5 (3-44). Factors associated with worse FT were age < 65 (OR 9.5, p = 0.007), high OOP (OR 4.4, p = 0.04) and receiving treatment off clinical trial (in comparison to being on surveillance or on clinical trial) (OR 5.9, p = 0.03), when adjusting for other factors in multivariable logistic regression. However, there was no correlation between annual income or PIC and FT. CONCLUSION Financial toxicity in the RCC population is more significant in younger patients and those on treatment outside of a clinical trial. Financial aid should be offered to these at-risk patients to optimize adherence to life prolonging RCC treatments.
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16
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Fung AS, Graham DM, Chen EX, Stockley TL, Zhang T, Le LW, Albaba H, Pisters KM, Bradbury PA, Trinkaus M, Chan M, Arif S, Zurawska U, Rothenstein J, Zawisza D, Effendi S, Gill S, Sawczak M, Law JH, Leighl NB. A phase I study of binimetinib (MEK 162), a MEK inhibitor, plus carboplatin and pemetrexed chemotherapy in non-squamous non-small cell lung cancer. Lung Cancer 2021; 157:21-29. [PMID: 34052705 DOI: 10.1016/j.lungcan.2021.05.021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Revised: 05/06/2021] [Accepted: 05/11/2021] [Indexed: 10/21/2022]
Abstract
INTRODUCTION MEK inhibition is a potential therapeutic strategy in non-small cell lung cancer (NSCLC). This phase I study evaluates the MEK inhibitor binimetinib plus carboplatin and pemetrexed in stage IV non-squamous NSCLC patients (NCT02185690). METHODS A standard 3 + 3 dose-escalation design was used. Binimetinib 30 mg BID (dose level 1 [DL1]) or 45 mg BID (dose level 2 [DL2]) was given with standard doses of carboplatin and pemetrexed using an intermittent dosing schedule. The primary outcome was determination of the recommended phase II dose (RP2D) and safety of binimetinib. Secondary outcomes included efficacy, pharmacokinetics, and an exploratory analysis of response based on mutation subtype. RESULTS Thirteen patients (6 DL1, 7 DL2) were enrolled: 7 KRAS, 5 EGFR, and 1 NRAS mutation. The RP2D was binimetinib 30 mg BID. Eight patients (61.5%) had grade 3/4 adverse events, with dose limiting toxicities in 2 patients at DL2. Twelve patients were evaluated for response, with an investigator-assessed objective response rate (ORR) of 50% (95% CI 21.1%-78.9%; ORR 33.3% by independent-review, IR), and disease control rate 83.3% (95% CI 51.6%-97.9%). Median progression free survival (PFS) was 4.5 months (95% CI 2.6 months-NA), with a 6-month and 12-month PFS rate of 38.5% (95% CI 19.3%-76.5%) and 25.6% (95% CI 8.9%-73.6%), respectively. In an exploratory analysis, KRAS/NRAS-mutated patients had an ORR of 62.5% (ORR 37.5% by IR) vs. 25% in KRAS/NRAS wild-type patients. In MAP2K1-mutated patients, the ORR was 42.8%. CONCLUSION The addition of binimetinib to carboplatin and pemetrexed appears to have manageable toxicity with evidence of activity in advanced non-squamous NSCLC.
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Affiliation(s)
- A S Fung
- Department of Oncology, Queen's University, Canada; Princess Margaret Cancer Centre, University Health Network, Canada
| | - D M Graham
- Princess Margaret Cancer Centre, University Health Network, Canada; Division of Medical Oncology, University of Toronto, Canada; The Christie NHSFoundation Trust, Manchester, UK
| | - E X Chen
- Princess Margaret Cancer Centre, University Health Network, Canada; Division of Medical Oncology, University of Toronto, Canada
| | - T L Stockley
- Division of Clinical Laboratory Genetics, University Health Network, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Canada; Advanced Molecular Diagnostics Laboratory, University Health Network, Canada
| | - T Zhang
- Division of Clinical Laboratory Genetics, University Health Network, Canada; Advanced Molecular Diagnostics Laboratory, University Health Network, Canada
| | - L W Le
- Princess Margaret Cancer Centre, University Health Network, Canada
| | - H Albaba
- Princess Margaret Cancer Centre, University Health Network, Canada
| | - K M Pisters
- Princess Margaret Cancer Centre, University Health Network, Canada; MD Anderson Cancer Centre, Houston, TX, United States
| | - P A Bradbury
- Princess Margaret Cancer Centre, University Health Network, Canada; Division of Medical Oncology, University of Toronto, Canada
| | - M Trinkaus
- Division of Medical Oncology, University of Toronto, Canada; Markham Stouffville Hospital, Markham, Canada
| | - M Chan
- Division of Medical Oncology, University of Toronto, Canada; Trillium Health Partners, Mississauga, Canada
| | - S Arif
- Division of Medical Oncology, University of Toronto, Canada; Trillium Health Partners, Mississauga, Canada
| | - U Zurawska
- Division of Medical Oncology, University of Toronto, Canada; St. Joseph's Health Centre, Toronto, Canada
| | - J Rothenstein
- Division of Medical Oncology, University of Toronto, Canada; RS McLaughlin Durham Cancer Centre, Oshawa, Canada
| | - D Zawisza
- Princess Margaret Cancer Centre, University Health Network, Canada
| | - S Effendi
- Princess Margaret Cancer Centre, University Health Network, Canada
| | - S Gill
- Princess Margaret Cancer Centre, University Health Network, Canada
| | - M Sawczak
- Princess Margaret Cancer Centre, University Health Network, Canada
| | - J H Law
- Princess Margaret Cancer Centre, University Health Network, Canada
| | - N B Leighl
- Princess Margaret Cancer Centre, University Health Network, Canada; Division of Medical Oncology, University of Toronto, Canada.
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17
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Barron CC, Stockley T, Law JH, Shabir M, Fernandes R, Zhang T, Le LW, Tsao MS, Kamel-Reid S, Pal P, Cabanero M, Schwock J, Ko H, Liu G, Bradbury PA, Sacher AG, Shepherd FA, Leighl NB, Perdrizet K. The value of defining molecular resistance in patients with progressive EGFR and ALK-driven lung cancer in a public system. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.3126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
3126 Background: Repeat molecular profiling, except to detect EGFR T790M, is not routinely performed in Canadian patients with lung cancer progressing on EGFR tyrosine kinase inhibitors (TKIs). We performed genomic profiling on post-progression biopsies in patients with stage IV non-small cell lung cancer (NSCLC) and known EGFR/ ALK aberrations treated with TKIs to identify resistance mechanisms, evaluate options for subsequent treatment, and to assess clinical trial eligibility and costs. Methods: From Feb 2018-Aug 2020, post-progression tumour biopsies from consenting patients at a major cancer centre underwent genomic profiling (ThermoFisher OCA v3.0 including hotspots, fusions, and copy number variations in 161 cancer-associated genes). Outcomes of interest were the identification of resistance mutations, actionable targets, clinical trial eligibility (per clinicaltrials.gov), and costs. Results: Thirty-two patients consented to the study. Most, 84% (n = 27), had successful testing completed while 16% (n = 5) had insufficient tissue. Median age of the cohort was 56 yrs, 59% (n = 16) were female, 74% (n = 20) were never-smokers, 81% (n = 22) had ECOG performance status 0-1, and 67% (n = 18) were Asian. The majority, 81% (n = 22) had EGFR mutated NSCLC, and had progressed on EGFR TKIs (15 with previously identified T790M had progressed on osimertinib), and 19% (n = 5) had ALK fusions. Patients had received a median of 2 prior lines of targeted therapy prior to re-biopsy (IQR 1.5,3). One patient had evidence of small cell transformation and associated TP53 and RB1 mutations, 11% (n = 3) had acquired EGFR C797S mutations, and 11% (n = 3) had acquired ALK resistance point mutations (G1202R n = 2, I1171N n = 1). Genomic profiling identified additional actionable targets in 19% of patients (n = 5: MET exon 14 skip mutation n = 1, MET amplification n = 2, BRAF V600E n = 2). Overall, 33% (n = 9) patients had management-changing resistance mechanisms identified (small cell transformation n = 1, actionable targets n = 5, ALK inhibitor resistance = 3). New clinical trial options based on genomic profiling results were identified for 67% (n = 18) of patients. Incremental costs for repeat genomic profiling were approximately $880 CAD per case. Conclusions: Molecular profiling upon development of resistance to targeted therapy in our cohort revealed actionable resistance mechanisms for over a third of patients and clinical trial options for 67%. These incremental benefits for patients highlight the importance of routine molecular profiling in the setting of acquired TKI resistance in lung cancer.
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Affiliation(s)
| | - Tracy Stockley
- University Health Network, Genome Diagnostics, Laboratory Medicine Program, Toronto, ON, Canada
| | | | - Muqdas Shabir
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | | | - Tong Zhang
- Ontario Cancer Institute, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Lisa W. Le
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Ming Sound Tsao
- Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Suzanne Kamel-Reid
- Department of Pathology and Laboratory Medicine, University Health Network, Toronto, ON, Canada
| | - Prodipto Pal
- Department of Laboratory Medicine and Pathology, University Health Network, Toronto, ON, Canada
| | | | | | - Hyangmi Ko
- University Health Network, Toronto, ON, Canada
| | - Geoffrey Liu
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | | | | | - Frances A. Shepherd
- Cancer Clinical Research Unit, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Natasha B. Leighl
- Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
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18
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Lau SCM, Poletes C, Le LW, Mackay KM, Fares AF, Bradbury PA, Shepherd FA, Tsao MS, Leighl NB, Liu G, Shultz D, Sacher AG. Durability of CNS disease control in NSCLC patients with brain metastases treated with immune checkpoint inhibitors plus cranial radiotherapy. Lung Cancer 2021; 156:76-81. [PMID: 33932863 DOI: 10.1016/j.lungcan.2021.04.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 04/06/2021] [Accepted: 04/07/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) have excellent systemic activity and are standard first line treatment in EGFR/ALK wild type metastatic non-small cell lung cancer (NSCLC). However, their role in patients with brain metastases, which affects over 20% of patients and cause significant morbidity, is less clear. METHODS We reviewed patients with EGFR/ALK wild-type mNSCLC with CNS metastases. Serial MRIs were reviewed to determine the time to intracranial progression (iPFS). Multivariate regression was performed to adjust for the disease-specific graded prognostic score (ds-GPA). RESULTS We identified 36 ICI- and 33 chemotherapy-treated patients with baseline CNS metastases and available serial MRIs (average frequency:3.5 months). Baseline radiation was given except for 2 chemotherapy-treated patients with asymptomatic solitary metastasis. The CNS burden of disease was higher in the ICI-treated group (ICI:22% vs. chemotherapy:0% had >10 lesions; p = 0.02), but the utilization of WBRT was not (ICI:31% vs. chemotherapy:45%; p = 0.09). At the time of progression, CNS involvement was identified in 30 % of ICI-treated patients compared to 64 % of chemotherapy controls (p = 0.02). ICI-treated patients had superior iPFS (13.5 vs 8.4 months) that remained significant in multivariate analysis (HR 1.9; 95%CI 1.1--3.4). Superior CNS outcomes in ICI-treated patients were driven by the PD-L1 high subgroup where the 12-month cumulative incidence rate of CNS progression was 19% in ICI-treated PD-L1 ≥ 50%, 50% in ICI-treated PD-L1 < 50% and 58% in chemotherapy-treated patients (p = 0.03). CONCLUSIONS Remarkable CNS disease control is seen with baseline RT plus ICIs in patients with PD-L1 ≥ 50%. Strategies for delaying WBRT should be investigated in this subgroup of patients.
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Affiliation(s)
- Sally C M Lau
- Department of Medical Oncology, Princess Margaret Cancer Center, University Health Network, University of Toronto, Toronto, Canada
| | - Christopher Poletes
- Department of Radiation Oncology, Princess Margaret Cancer Center, University Health Network, University of Toronto, Toronto, Canada
| | - Lisa W Le
- Department of Biostatistics, Princess Margaret Cancer Center, University Health Network, University of Toronto, Toronto, Canada
| | - Kate M Mackay
- Department of Medical Oncology, Princess Margaret Cancer Center, University Health Network, University of Toronto, Toronto, Canada
| | - Aline Fusco Fares
- Department of Medical Oncology, Princess Margaret Cancer Center, University Health Network, University of Toronto, Toronto, Canada
| | - Penelope A Bradbury
- Department of Medical Oncology, Princess Margaret Cancer Center, University Health Network, University of Toronto, Toronto, Canada
| | - Frances A Shepherd
- Department of Medical Oncology, Princess Margaret Cancer Center, University Health Network, University of Toronto, Toronto, Canada
| | - Ming Sound Tsao
- Department of Pathology, Laboratory Medicine Program, Princess Margaret Cancer Center, University Health Network, University of Toronto, Toronto, Canada
| | - Natasha B Leighl
- Department of Medical Oncology, Princess Margaret Cancer Center, University Health Network, University of Toronto, Toronto, Canada
| | - Geoffrey Liu
- Department of Medical Oncology, Princess Margaret Cancer Center, University Health Network, University of Toronto, Toronto, Canada
| | - David Shultz
- Department of Radiation Oncology, Princess Margaret Cancer Center, University Health Network, University of Toronto, Toronto, Canada.
| | - Adrian G Sacher
- Department of Medical Oncology, Princess Margaret Cancer Center, University Health Network, University of Toronto, Toronto, Canada; Department of Immunology, Faculty of Medicine, University of Toronto, Toronto, Canada.
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19
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Khan S, LeBlanc R, Gyger M, White D, Kaufman J, Jazubowiak A, Gul E, Paul H, Le LW, Lau A, Li Z, Trudel S. A phase-1 trial of linsitinib (OSI-906) in combination with bortezomib and dexamethasone for the treatment of relapsed/refractory multiple myeloma. Leuk Lymphoma 2021; 62:1721-1729. [PMID: 33509009 DOI: 10.1080/10428194.2021.1876864] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
We report results of a phase-1 study evaluating the safety and anti-cancer activity of the small molecule insulin-like growth factor-1 receptor (IGF-1R) inhibitor, linsitinib combined with bortezomib, and dexamethasone in relapsed/refractory multiple myeloma. Nineteen patients were enrolled across four dose-escalation cohorts (75-150 mg bid). The maximum tolerated dose of linsitinib was 125 mg. The most frequent Grade 3/4 AEs occurring in ≥10% of patients were thrombocytopenia (53%), bone pain (26%), neutropenia (21%), diarrhea (14%), anemia (14%), rash (10%), and lung infection (10%). Study discontinuation due to treatment-related AEs was low (16%). Across all cohorts the ORR was 61% (95% CI: 28.9-75.6%). Three partial response or greater and one stable disease were observed in proteasome inhibitor (PI) refractory patients (n = 5). Median PFS was 7.1 months (95% CI: 3.6-NA). Linsitinib plus bortezomib and dexamethasone demonstrate a manageable safety profile while the clinical benefit particularly in PI refractory patients warrants further exploration.
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Affiliation(s)
- Sahar Khan
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Canada
| | | | | | - Darrell White
- Queen Elizabeth II Health Sciences Centre, Dalhousie University, Halifax, Canada
| | - Johnathan Kaufman
- Winship Cancer Institute Emory University School of Medicine, Atlanta, GA, USA
| | - Andrzej Jazubowiak
- Division of Hematology/Oncology, University of Chicago Medical Center, Chicago, IL, USA
| | - Engin Gul
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Canada
| | - Harminder Paul
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Canada
| | - Lisa W Le
- Department of Biostatistics, Princess Margaret Cancer Centre, Toronto, Canada
| | - Anthea Lau
- Department of Biostatistics, Princess Margaret Cancer Centre, Toronto, Canada
| | - Zhihua Li
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Canada
| | - Suzanne Trudel
- Princess Margaret Cancer Centre Ontario Cancer Institute, Toronto, Canada
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20
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Lau SCM, Fares AF, Le LW, Mackay KM, Soberano S, Chan SW, Smith E, Ryan M, Tsao MS, Bradbury PA, Pal P, Shepherd FA, Liu G, Leighl NB, Sacher AG. Subtypes of EGFR- and HER2-Mutant Metastatic NSCLC Influence Response to Immune Checkpoint Inhibitors. Clin Lung Cancer 2021; 22:253-259. [PMID: 33582070 DOI: 10.1016/j.cllc.2020.12.015] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Revised: 12/18/2020] [Accepted: 12/23/2020] [Indexed: 11/16/2022]
Abstract
INTRODUCTION The efficacy of immune checkpoint inhibitors (ICIs) is low among EGFR-mutated non-small-cell lung cancer (NSCLC), although prolonged responses have occasionally been reported. We investigated the association between mutation subtypes and ICI outcomes among HER2- and EGFR-mutated NSCLC. PATIENTS AND METHODS This retrospective single-center study analyzed patients with EGFR- and HER2-mutated advanced NSCLC who received at least 1 cycle of ICI between 2013 and 2019. Patient characteristics, mutation subtype, and ICI outcomes. RESULTS Among 48 patients with advanced NSCLC, 14 (29%) had HER2 mutations and 34 (71%) had EGFR mutations. EGFR mutations included 16 (47%) exon 19 deletion, 7 (21%) L858R, 5 (15%) uncommon, and 6 (18%) exon 20 insertion. Compared to EGFR-sensitizing mutations (ESMs), HER2 and EGFR exon 20 mutations were associated with a trend toward better response (respectively, ESM, HER2, and EGFR exon 20: 11%, 29%, and 50%; P = .07) and significantly better disease control rates (respectively, 18%, 57%, and 67%; P = .008). Compared to ESM, HER2 mutations (adjusted hazard ratio, 0.35; P = .02) and EGFR exon 20 mutations (adjusted hazard ratio, 0.37; P = .10 trend) were also associated with improved PFS. Programmed death ligand 1 (PD-L1) expression remained an independent predictor of PFS (adjusted hazard ratio, 0.42; 95% confidence interval, 0.23-0.76; P = .004). The 6-month PFS rates were 29% (HER2), 33% (EGFR exon 20), and 4% (ESM). ICIs were generally well tolerated in this population. Importantly, no immune-related toxicity was observed in 10 patients who received a tyrosine kinase inhibitor (TKI) as the immediate next line treatment after ICI. CONCLUSION HER2 and EGFR exon 20 mutations derive greater benefit from ICIs with comparable PFS to wild-type historical second/third-line unselected cohorts. ICIs remain a treatment option for this genomic subgroup, given the absence of approved targeted therapies for these rare mutations.
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Affiliation(s)
- Sally C M Lau
- Department of Medical Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Canada
| | - Aline Fusco Fares
- Department of Medical Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Canada
| | - Lisa W Le
- Department of Biostatistics, Princess Margaret Cancer Centre, Toronto, Canada
| | - Kate M Mackay
- Department of Medical Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Canada
| | - Spencer Soberano
- Department of Medical Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Canada
| | - Sze Wah Chan
- Department of Medical Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Canada
| | - Elliot Smith
- Department of Medical Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Canada
| | - Malcolm Ryan
- Department of Medical Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Canada
| | - Ming Sound Tsao
- Department of Pathology, Laboratory Medicine Program, University Health Network and University of Toronto, Toronto, Canada
| | - Penelope A Bradbury
- Department of Medical Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Canada
| | - Prodipto Pal
- Department of Pathology, Laboratory Medicine Program, University Health Network and University of Toronto, Toronto, Canada
| | - Frances A Shepherd
- Department of Medical Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Canada
| | - Geoffrey Liu
- Department of Medical Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Canada
| | - Natasha B Leighl
- Department of Medical Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Canada
| | - Adrian G Sacher
- Department of Medical Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Canada; Department of Immunology, Faculty of Medicine, University of Toronto, Toronto, Canada.
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21
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Hausner D, Tricou C, Mathews J, Wadhwa D, Pope A, Swami N, Hannon B, Rodin G, Krzyzanowska MK, Le LW, Zimmermann C. Timing of Palliative Care Referral Before and After Evidence from Trials Supporting Early Palliative Care. Oncologist 2021; 26:332-340. [PMID: 33284483 DOI: 10.1002/onco.13625] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 11/20/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Evidence from randomized controlled trials has demonstrated benefits in quality of life outcomes from early palliative care concurrent with standard oncology care in patients with advanced cancer. We hypothesized that there would be earlier referral to outpatient palliative care at a comprehensive cancer center following this evidence. MATERIALS AND METHODS Administrative databases were reviewed for two cohorts of patients: the pre-evidence cohort was seen in outpatient palliative care between June and November 2006, and the post-evidence cohort was seen between June and November 2015. Timing of referral was categorized, according to time from referral to death, as early (>12 months), intermediate (>6 months to 12 months), and late (≤6 months from referral to death). Univariable and multivariable ordinal logistic regression analyses were used to determine demographic and medical factors associated with timing of referral. RESULTS Late referrals decreased from 68.8% pre-evidence to 44.8% post-evidence; early referrals increased from 13.4% to 31.1% (p < .0001). The median time from palliative care referral to death increased from 3.5 to 7.0 months (p < .0001); time from diagnosis to referral was also reduced (p < .05). On multivariable regression analysis, earlier referral to palliative care was associated with post-evidence group (p < .0001), adjusting for shorter time since diagnosis (p < .0001), referral for pain and symptom management (p = .002), and patient sex (p = .04). Late referrals were reduced to <50% in the breast, gynecological, genitourinary, lung, and gastrointestinal tumor sites. CONCLUSIONS Following robust evidence from trials supporting early palliative care for patients with advanced cancer, patients were referred substantially earlier to outpatient palliative care. IMPLICATIONS FOR PRACTICE Following published evidence demonstrating the benefit of early referral to palliative care for patients with advanced cancer, there was a substantial increase in early referrals to outpatient palliative care at a comprehensive cancer center. The increase in early referrals occurred mainly in tumor sites that have been included in trials of early palliative care. These results indicate that oncologists' referral practices can change if positive consequences of earlier referral are demonstrated. Future research should focus on demonstrating benefits of early palliative care for tumor sites that have tended to be omitted from early palliative care trials.
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Affiliation(s)
- David Hausner
- Division of Palliative Medicine, Department of Medicine, University of Toronto, Toronto, Canada.,Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada.,Palliative Care Service, Chaim Sheba Medical Center, Ramat Gan, Israel
| | - Colombe Tricou
- Division of Palliative Medicine, Department of Medicine, University of Toronto, Toronto, Canada.,Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada.,Department of Palliative Care, Centre Hospitalier de Lyon-Sud, Hospices Civils de Lyon Pierre-Bénite, France
| | - Jean Mathews
- Division of Palliative Medicine, Department of Medicine, University of Toronto, Toronto, Canada.,Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Deepa Wadhwa
- BC Cancer - Kelowna, Kelowna, British Columbia, Canada
| | - Ashley Pope
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Nadia Swami
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Breffni Hannon
- Division of Palliative Medicine, Department of Medicine, University of Toronto, Toronto, Canada.,Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Gary Rodin
- Department of Psychiatry, University of Toronto, Toronto, Canada.,Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada.,Princess Margaret Cancer Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Monika K Krzyzanowska
- Division of Medical Oncology, University of Toronto, Toronto, Canada.,Department of Medical Oncology and Hematology, University Health Network, Toronto, Canada
| | - Lisa W Le
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Camilla Zimmermann
- Division of Palliative Medicine, Department of Medicine, University of Toronto, Toronto, Canada.,Department of Psychiatry, University of Toronto, Toronto, Canada.,Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada.,Princess Margaret Cancer Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
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22
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Li JJN, Karim K, Sung M, Le LW, Lau SCM, Sacher A, Leighl NB. Tobacco exposure and immunotherapy response in PD-L1 positive lung cancer patients. Lung Cancer 2020; 150:159-163. [PMID: 33171404 DOI: 10.1016/j.lungcan.2020.10.023] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 10/17/2020] [Accepted: 10/28/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND Tobacco exposure contributes to over 80 % of lung cancer cases. Smoking is associated with programmed death-ligand 1 (PD-L1) tumor expression and better outcomes from anti-programmed cell death protein 1 (anti-PD-1) therapy in patients with advanced non-small cell lung cancer (NSCLC). PD-L1 tumor expression is now routinely used to predict benefit from anti-PD-1 therapy in patients with advanced NSCLC. In this study, we explored the impact of smoking status on patient outcomes with anti-PD-1 therapy in addition to PD-L1 tumor expression. METHODS A prospective real-world cohort of 268 patients with advanced NSCLC treated with anti-PD-1 monotherapy at the Princess Margaret Cancer Centre (PMCC) was used for this analysis. Logistic regression was performed to test factors associated with treatment response (RECIST v1.1), including PD-L1 tumour proportion score (TPS) and smoking status. RESULTS Overall response rates (ORR) to immunotherapy were significantly higher in current and former smokers than never smokers (36 % vs 26 % vs 14 %; p = 0.02). In patients with PD-L1 tumour proportion score (TPS) ≥50 %, current smokers continued to experience better ORR to anti-PD-1 therapy than never smokers (58 % vs 19 %; p = 0.03). Current smoking was associated with higher response even after adjusting for level of PD-L1 TPS expression (adjusted odds ratio 5.9, 95 % CI 1.6-25.0, p = 0.03). Exploratory analysis demonstrated higher 1-year survival rates in smokers compared to never smokers (p = 0.003). CONCLUSIONS Smoking remains an important factor associated with response to anti-PD-1 monotherapy. Advanced NSCLC patients with positive PD-L1 expression are more likely to respond to anti-PD-1 monotherapy if they are current smokers compared to never smokers.
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Affiliation(s)
- Janice J N Li
- Department of Medical Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada
| | - Khizar Karim
- Department of Medical Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada
| | - Mike Sung
- Department of Medical Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada
| | - Lisa W Le
- Department of Biostatistics, Princess Margaret Cancer Centre, Toronto, Canada
| | - Sally C M Lau
- Department of Medical Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada
| | - Adrian Sacher
- Department of Medical Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada
| | - Natasha B Leighl
- Department of Medical Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Canada.
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23
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Atallah S, Le LW, Bezjak A, MacRae R, Hope AJ, Pantarotto J. Validating impact of pretreatment tumor growth rate on outcome of early-stage lung cancer treated with stereotactic body radiation therapy. Thorac Cancer 2020; 12:201-209. [PMID: 33258301 PMCID: PMC7812066 DOI: 10.1111/1759-7714.13744] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 10/24/2020] [Accepted: 10/28/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND To assess correlation of pretreatment specific growth rate (SGR) value of 0.43 × 10-2 with overall and failure-free survival of patients with early-stage non-small cell lung cancer (NSCLC) treated with stereotactic body radiation therapy (SBRT). METHODS A retrospective chart review of 160 patients with pathologically confirmed stage I NSCLC treated with SBRT between June 2010 and December 2012 in a large, tertiary cancer institute was undertaken. Both diagnostic and archived planning CT were uploaded to the treatment planning system to determine tumor volume at diagnosis (GTV1) and planning time (GTV2). The time (t) between both CTs was recorded. SGR was calculated using GTV1, GTV2, and t. The median SGR (0.43 × 10-2 ) from our previous data was used to group patients into low and high SGR cohorts. Log-rank test was used to compare overall (OS) and failure-free survivals (FFS) of SGR groups. RESULTS The median time interval between diagnostic and planning CT scans was 87 days. The median OS was 38 and 66 months for high and low SGR cohorts, respectively (P = 0.03). The median FFS was 27 and 55 months for high and low SGR cohorts, respectively (P = 0.005). High SGR (P < 0.05), male gender (P = <0.01), and GTV2 (P = <0.05) were associated with poorer FFS. CONCLUSIONS High SGR was associated with poorer outcome in patients with early-stage NSCLC treated with SBRT. SGR can be used in conjunction with other well-known predictive factors to formulate a practical predictive model to identify subgroups of the patient at higher risk of recurrence after SBRT.
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Affiliation(s)
- Soha Atallah
- Radiation Medicine Program, The Ottawa Hospital Cancer Centre, Ottawa, Ontario, Canada.,Department of Radiation Oncology, University of Ottawa, Ottawa, Ontario, Canada
| | - Lisa W Le
- Department of Biostatistics, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Andrea Bezjak
- Radiation Medicine Program, Princess Margaret Hospital, Toronto, Ontario, Canada.,Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada
| | - Robert MacRae
- Radiation Medicine Program, The Ottawa Hospital Cancer Centre, Ottawa, Ontario, Canada.,Department of Radiation Oncology, University of Ottawa, Ottawa, Ontario, Canada
| | - Andrew J Hope
- Radiation Medicine Program, Princess Margaret Hospital, Toronto, Ontario, Canada.,Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada
| | - Jason Pantarotto
- Radiation Medicine Program, The Ottawa Hospital Cancer Centre, Ottawa, Ontario, Canada.,Department of Radiation Oncology, University of Ottawa, Ottawa, Ontario, Canada
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24
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Leighl NB, Kamel-Reid S, Cheema PK, Laskin J, Karsan A, Zhang T, Stockley T, Barnes TA, Tudor RA, Liu G, Owen S, Rothenstein J, Burkes RL, Iqbal M, Spatz A, van Kempen LC, Izevbaye I, Laurence D, Le LW, Tsao MS. Multicenter Validation Study to Implement Plasma Epidermal Growth Factor Receptor T790M Testing in Clinical Laboratories. JCO Precis Oncol 2020; 4:520-533. [PMID: 35050743 DOI: 10.1200/po.19.00335] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
PURPOSE Plasma detection of EGFR T790M mutations is an emerging alternative to tumor rebiopsy in acquired epidermal growth factor receptor (EGFR) tyrosine kinase inhibitor resistance. Validation of analytical sensitivity and clinical utility is required before routine diagnostic use in clinical laboratories. PATIENTS AND METHODS Sixty-three patients with advanced EGFR-mutant lung cancer at 7 Canadian centers, who were being screened for the ASTRIS trial (ClinicalTrials.gov identifier: NCT02474355), participated in this companion study. Plasma T790M mutation was detected using droplet digital polymerase chain reaction, Cobas (Roche Diagnostics, Indianapolis, IN), or next-generation sequencing in 4 laboratories. T790M concordance was assessed between plasma and tumor samples. RESULTS Assessment of T790M in tumor biopsy tissue was successful in 81% of patients; 49% had confirmed T790M results (tumor or plasma) for ASTRIS. Plasma testing in this companion study yielded T790M results in 97% of patients; 62% had T790M-positive results, 36% had negative results, and 2% had indeterminate results. Of 38 patients with negative or indeterminate biopsy results, 55% had positive plasma T790M results, increasing the proportion with T790M-positive results to 73%. Sensitivity of plasma T790M testing was 75%. Overall concordance between tissue and plasma was 64%, and concordance among laboratories was 90.3%. Response to osimertinib and duration of therapy were similar irrespective of testing method (overall response rate, 62.5% for tissue, 66.7% for plasma, and 70.6% for both). CONCLUSION This multicenter validation study demonstrates that plasma EGFR T790M testing can identify significantly more patients than biopsy alone who may benefit from targeted therapy.
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Affiliation(s)
| | | | | | | | - Aly Karsan
- BC Cancer, Vancouver, British Columbia, Canada
| | - Tong Zhang
- University Health Network, Toronto, Ontario, Canada
| | | | | | | | - Geoffrey Liu
- University Health Network, Toronto, Ontario, Canada
| | - Scott Owen
- McGill University Health Center, Montreal, Quebec, Canada
| | | | | | | | - Alan Spatz
- Lady Davis Institute and OPTILAB-McGill University Health Center, Montreal, Quebec, Canada
| | - Léon C van Kempen
- Lady Davis Institute and OPTILAB-McGill University Health Center, Montreal, Quebec, Canada
| | | | | | - Lisa W Le
- University Health Network, Toronto, Ontario, Canada
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25
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Nadjafi M, Sung MR, Santos GDC, Le LW, Hwang DM, Tsao MS, Leighl NB. Diagnostic patterns of non-small-cell lung cancer at Princess Margaret Cancer Centre. Curr Oncol 2020; 27:244-249. [PMID: 33173375 PMCID: PMC7606036 DOI: 10.3747/co.27.5757] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Background Accurate classification of lung cancer subtypes has become critical in tailoring lung cancer treatment. Our study aimed to evaluate changes in diagnostic testing and pathologic subtyping of advanced non-small-cell lung cancer (nsclc) over time at a major cancer centre. Methods In a review of patients diagnosed with advanced nsclc at Princess Margaret Cancer Centre between 2007-2009 and 2013-2015, diagnostic method, sample type and site, pathologic subtype, and use of immunohistochemistry (ihc) staining and molecular testing were abstracted. Results The review identified 238 patients in 2007-2009 and 283 patients in 2013-2015. Over time, the proportion of patients diagnosed with adenocarcinoma increased to 73.1% from 60.9%, and diagnoses of nsclc not otherwise specified (nos) decreased to 6.4% from 18.9%, p < 0.0001. Use of diagnostic bronchoscopy decreased (26.9% vs. 18.4%), and mediastinal sampling procedures, including endobronchial ultrasonography, increased (9.2% vs. 20.5%, p = 0.0001). Use of ihc increased over time to 76.3% from 41.6% (p < 0.0001). Larger surgical or core biopsy samples and those for which ihc was performed were more likely to undergo biomarker testing (both p < 0.01). Conclusions Customizing treatment based on pathologic subtype and molecular genotype has become key in treating patients with advanced lung cancer. Greater accuracy of pathology diagnosis is being achieved, including through the routine use of ihc.
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Affiliation(s)
- M Nadjafi
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON
| | - M R Sung
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON
| | - G D C Santos
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON
| | - L W Le
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON
| | - D M Hwang
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON
| | - M S Tsao
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON
| | - N B Leighl
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON
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26
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Kuo JC, Graham DM, Salvarrey A, Kassam F, Le LW, Shepherd FA, Burkes R, Hollen PJ, Gralla RJ, Leighl NB. A randomized trial of the electronic Lung Cancer Symptom Scale for quality-of-life assessment in patients with advanced non-small-cell lung cancer. ACTA ACUST UNITED AC 2020; 27:e156-e162. [PMID: 32489264 DOI: 10.3747/co.27.5651] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Introduction Improving health-related quality of life (hrqol) is a key goal of systemic therapy in advanced lung cancer, although routine assessment remains challenging. We analyzed the impact of a real-time electronic hrqol tool, the electronic Lung Cancer Symptom Scale (elcss-ql), on palliative care (pc) referral rates, patterns of chemotherapy treatment, and use of other supportive interventions in patients with advanced non-small-cell lung cancer (nsclc) receiving first-line chemotherapy. Methods Patients with advanced nsclc starting first-line chemotherapy were randomized to their oncologist receiving or not receiving their elcss-ql data before each clinic visit. Patients completed the elcss-ql at baseline, before each chemotherapy cycle, and at subsequent follow-up visits until disease progression. Prospective data about the pc referral rate, hrqol, and use of other supportive interventions were collected. Results For the 95 patients with advanced nsclc who participated, oncologists received real-time elcss-ql data for 44 (elcss-ql arm) and standard clinical assessment alone for 51 (standard arm). The primary endpoint, the pc referral rate, was numerically higher, but statistically similar, for patients in the elcss-ql and standard arms. The hrqol scores over time were not significantly different between the two study arms. Conclusions The elcss-ql is feasible as a tool for use in routine clinical practice, although no statistically significant effect of its use was demonstrated in our study. Improving access to supportive care through the collection of patient-reported outcomes and hrqol should be an important component of care for patients with advanced lung cancer.
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Affiliation(s)
- J C Kuo
- Division of Medical Oncology, Princess Margaret Cancer Centre, Toronto, ON.,University of New South Wales, Sydney, Australia
| | - D M Graham
- Division of Medical Oncology, Princess Margaret Cancer Centre, Toronto, ON.,Queen's University Belfast, Belfast, U.K
| | - A Salvarrey
- Division of Medical Oncology, Princess Margaret Cancer Centre, Toronto, ON
| | - F Kassam
- Division of Medical Oncology, Princess Margaret Cancer Centre, Toronto, ON.,Division of Medical Oncology, Southlake Regional Cancer Centre, Newmarket, ON
| | - L W Le
- Division of Medical Oncology, Princess Margaret Cancer Centre, Toronto, ON
| | - F A Shepherd
- Division of Medical Oncology, Princess Margaret Cancer Centre, Toronto, ON
| | - R Burkes
- Division of Medical Oncology, Mount Sinai Hospital, Toronto, ON
| | - P J Hollen
- School of Nursing, University of Virginia, Charlottesville, VA, U.S.A
| | - R J Gralla
- Albert Einstein College of Medicine, New York, NY, U.S.A
| | - N B Leighl
- Division of Medical Oncology, Princess Margaret Cancer Centre, Toronto, ON
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27
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Chen CI, Cao Y, Trudel S, Reece DE, Kukreti V, Tiedemann R, Prica A, Paul H, Le LW, Levina O, Kakar S, Lau A, Chen H, Chen E. An open-label, pharmacokinetic study of lenalidomide and dexamethasone therapy in previously untreated multiple myeloma (MM) patients with various degrees of renal impairment - validation of official dosing guidelines. Leuk Lymphoma 2020; 61:1860-1868. [PMID: 32476520 DOI: 10.1080/10428194.2020.1747064] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Lenalidomide is a backbone agent in the treatment of multiple myeloma, but dose adjustment is required for those with renal impairment (RI). We evaluated the pharmacokinetics (PK) and safety of lenalidomide and dexamethasone as frontline pre-transplant induction, with doses adjusted at start of each cycle based on creatinine clearance, as per the official dosing guidelines. After 4 cycles, PK studies showed that patients with moderate RI (30 ≤ CrCl < 60 mL/min) receiving 10 mg dosing may be under-dosed and those with severe RI (CrCl <30ml/min) appeared appropriately dosed initially, but sustained significant decreases in maximum serum concentration (Cmax) after repeated dosing, due to rapid clinical improvement and enhanced drug clearance. PK drug monitoring during cycle 1 may facilitate appropriate and timely dose adjustments. Adverse events rates did not vary based on severity of RI. No patient discontinued lenalidomide for toxicity. This supports the feasibility and safety of frontline lenalidomide in transplant-eligible patients with RI.
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Affiliation(s)
- Christine I Chen
- Princess Margaret Cancer Centre, Ontario Cancer Institute, Toronto, Canada
| | - Yanshuo Cao
- Princess Margaret Cancer Centre, Ontario Cancer Institute, Toronto, Canada
| | - Suzanne Trudel
- Princess Margaret Cancer Centre, Ontario Cancer Institute, Toronto, Canada
| | - Donna E Reece
- Princess Margaret Cancer Centre, Ontario Cancer Institute, Toronto, Canada
| | - Vishal Kukreti
- Princess Margaret Cancer Centre, Ontario Cancer Institute, Toronto, Canada
| | - Rodger Tiedemann
- Princess Margaret Cancer Centre, Ontario Cancer Institute, Toronto, Canada
| | - Anca Prica
- Princess Margaret Cancer Centre, Ontario Cancer Institute, Toronto, Canada
| | - Harminder Paul
- Princess Margaret Cancer Centre, Ontario Cancer Institute, Toronto, Canada
| | - Lisa W Le
- Department of Biostatistics, Princess Margaret Cancer Centre, Toronto, Canada
| | - Olga Levina
- Princess Margaret Cancer Centre, Ontario Cancer Institute, Toronto, Canada
| | - Sumeet Kakar
- Princess Margaret Cancer Centre, Ontario Cancer Institute, Toronto, Canada
| | - Anthea Lau
- Department of Biostatistics, Princess Margaret Cancer Centre, Toronto, Canada
| | | | - Eric Chen
- Princess Margaret Cancer Centre, Ontario Cancer Institute, Toronto, Canada
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28
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Agulnik J, Law JH, Juergens R, Laskin J, Laurie S, Hao D, Ezeife DA, Le LW, Kiedrowski LA, Lanman RB, Leighl NB. Abstract A26: Defining VALUE: Routine liquid biopsy in NSCLC diagnosis—a Canadian trial in progress. Clin Cancer Res 2020. [DOI: 10.1158/1557-3265.liqbiop20-a26] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Genotyping tumor tissue in time for clinical treatment decision-making has been challenging in advanced non-small cell lung cancer (NSCLC). Next-generation sequencing (NGS) of cell-free DNA (cfDNA) obtained from blood samples may improve diagnostic testing, with faster turnaround time (TAT) and potential cost savings. This study defines the added value of cfDNA versus tumor tissue genotyping in patients with advanced NSCLC in the Canadian public health care system.
Methods: Patients with advanced non-squamous NSCLC patients at 6 cancer centers across Canada are being recruited (BC, Alberta, Ontario, Quebec). Two cohorts are included: 1) treatment-naïve patients with ≤10 pack year smoking history (N=150) and 2) patients with known oncogenic drivers (e.g., EGFR, ALK, ROS1, BRAF) that have progressed on tyrosine kinase inhibitors (N=60). Consenting patients undergo peripheral blood draw and cfDNA NGS analysis using Guardant360™ (Guardant Health), a validated assay that detects alterations in 74 known cancer-associated genes, prior to starting treatment (Cohort 1) or next line of treatment (Cohort 2). Standard-of-care (SOC) tissue profiling is completed per institutional standards. Endpoints include response, progression-free survival, time-to-treatment failure, as well as time to treatment initiation, number of actionable genomic alterations identified, result TAT, patient-reported quality of life (EQ-5D), and willingness to pay. A decision-analytic model will be developed to perform a cost-consequence analysis of cfDNA versus tissue-based diagnostics.
Results: Between February and October 3, 2019, 49 patients (32 female, 17 male) were recruited to Cohort 1 and 31 (21 female, 10 male) to Cohort 2. Forty patients in Cohort 1 (81.6%) had ≥1 alteration detected, with a total of 145 genetic alterations detected in 36 genes. Of these, 68 were actionable with FDA-approved drugs and/or clinical trials available. The most frequent actionable alterations were in EGFR (33.8%), MET Exon 14 Skipping (7.4%), and EML4-ALK fusion (2.9%). Additional alterations included TP53 (29.4%), KRAS (8.8%), PIK3CA (4.4%), and STK11 (2.9%). In Cohort 2, 29 patients (93.5%, 29/31) had ≥1 alteration detected, with a total of 130 alterations in 33 genes. The most frequent alterations were in EGFR (46.0%), TP53 (9.5%), EML4-ALK fusion (6.3%), ALK mutations (4.8%), and BRAF, BRCA2, GNAS, KRAS, MET Exon 14 Skipping, NRAS, and PTEN (each 3.2%). In samples with alterations detected, the median number of alterations/patient was 3 (range 1-17). The median time to Guardant report was 8 days (range 5-27). Mutations detected in tissue, concordance, and time to result for SOC tissue profiling will be updated, along with incremental treatment options for patients.
Conclusion: Over 86% of advanced NSCLC patients had detectable cfDNA and at least 61 had actionable mutations. Blood-based testing may be an important cost-efficient addition to tissue-based testing in lung cancer to determine optimal treatment options.
Citation Format: Jason Agulnik, Jennifer H. Law, Rosalyn Juergens, Janessa Laskin, Scott Laurie, Desiree Hao, Doreen A. Ezeife, Lisa W. Le, Lesli A. Kiedrowski, Richard B. Lanman, Natasha B. Leighl. Defining VALUE: Routine liquid biopsy in NSCLC diagnosis—a Canadian trial in progress [abstract]. In: Proceedings of the AACR Special Conference on Advances in Liquid Biopsies; Jan 13-16, 2020; Miami, FL. Philadelphia (PA): AACR; Clin Cancer Res 2020;26(11_Suppl):Abstract nr A26.
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Affiliation(s)
| | | | | | | | - Scott Laurie
- 5Ottawa Hospital Regional Cancer Centre, Ottawa, ON, Canada,
| | - Desiree Hao
- 6Tom Baker Cancer Centre, Calgary, AB, Canada,
| | | | - Lisa W. Le
- 2Princess Margaret Cancer Centre, Toronto, ON, Canada,
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Mah K, Swami N, Le LW, Chow R, Hannon BL, Rodin G, Zimmermann C. Validation of the 7-item Functional Assessment of Cancer Therapy-General (FACT-G7) as a short measure of quality of life in patients with advanced cancer. Cancer 2020; 126:3750-3757. [PMID: 32459377 DOI: 10.1002/cncr.32981] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Revised: 01/17/2020] [Accepted: 03/28/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND Assessing quality of life is essential for individuals with advanced cancer, but lengthy assessments can be burdensome. The authors investigated the psychometric characteristics of the FACT-G7, a 7-item quality-of-life measure derived from the Functional Assessment of Cancer Therapy-General (FACT-G) scale, in advanced cancer. METHODS Data were obtained from outpatients with advanced cancer who were enrolled in a randomized controlled trial of early palliative care. At baseline, 228 intervention participants and 233 control participants (N = 461) completed the FACT-G and measures of symptom severity, quality of life near the end of life, problematic medical communication, and satisfaction with care. Follow-up measures were administered monthly for 4 months. RESULTS The FACT-G7 showed good internal consistency (Cronbach α = .72-.80), and its single-factor structure was supported. It correlated strongly with the FACT-G total, physical, and functional indices and with symptom severity (absolute r = 0.73-0.92); more moderately with the FACT-G emotional index and with symptom impact and preparation for the end of life (r = .40-.71); and least with the FACT-G social/family index and with relationship with health care provider, life completion, problematic medical communication, and care satisfaction measures (absolute r = .26-.44). Eastern Cooperative Oncology Group performance status groups differed on FACT-G7 scores, as expected (all P < .001). Improvements in FACT-G7 scores in the intervention group compared with the control group at 3-month (P = .049) and 4-month (P = .034) follow-up supported responsiveness to change and somewhat greater sensitivity than the FACT-G scores. CONCLUSIONS The FACT-G7 is a valid, brief measure particularly of the physical and functional facets of quality of life. It may enable rapid quality-of-life assessments in patients with advanced cancer.
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Affiliation(s)
- Kenneth Mah
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Nadia Swami
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Lisa W Le
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Ronald Chow
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Breffni L Hannon
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Division of Palliative Medicine, Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Division of Medical Oncology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Gary Rodin
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.,Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Camilla Zimmermann
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Division of Palliative Medicine, Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Division of Medical Oncology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.,Princess Margaret Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
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Juergens RA, Ezeife DA, Laskin JJ, Agulnik JS, Hao D, Laurie SA, Law JH, Le LW, Kiedrowski LA, Shepherd FA, Cohen V, Shokoohi A, Vandermeer R, Li JJ, Hanson I, Fernandes R, Salvarrey AM, Lanman RB, Leighl NB. Demonstrating the value of liquid biopsy for lung cancer in a public health care system. J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.15_suppl.3546] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
3546 Background: Given the challenges of molecular profiling in patients with advanced lung cancer, this prospective study examines clinical outcomes and utility of liquid biopsy in treatment naive stage IV lung adenocarcinoma patients (Cohort 1) and in the setting of resistance to targeted therapy (Cohort 2; not reported here). Methods: This study is being conducted at 6 Canadian centres (NCT03576937) using Guardant 360 (G360), a validated cell-free DNA next-generation sequencing assay that identifies variants in 74 cancer-associated genes, including fusions and copy number gain. Cohort 1 (N = 150) includes patients with treatment-naïve advanced non-squamous lung carcinoma, ≤10 pack-year smoking history, and measurable disease. Patients received standard of care tumour tissue (TT) molecular profiling ( EGFR, ALK +/- ROS1) and liquid biopsy (LB). The primary endpoint was response rate to first-line therapy (RECIST 1.1); secondary endpoints include incremental targetable alterations identified through G360 ( EGFR, ALK, BRAF, ERBB2, KRAS (G12C), NTRK, MET (amplification, exon 14 skipping), RET, ROS1), turn-around time (TAT) and successful molecular profiling rates. Results: To date, 84 eligible patients with clinical data have been accrued to Cohort 1. Median age is 64 (range 23-91), 64% are female, 85% never smokers, 96% have adenocarcinoma. Actionable targets have been identified in 55% of patients using G360 ( EGFR/ALK in 37%), 39% using standard TT profiling. Eight EGFR/ALK aberrations were identified in TT but not LB, while 6 were identified in LB but not TT. TT profiling for EGFR/ALK was unsuccessful in 8% of patients (insufficient tissue, failed biopsy). Fourteen patients (17%) had no ctDNA alterations detected by G360 (low disease burden vs. non-shedding). Of 75 patients receiving first-line treatment, 57% received targeted therapy, 28% chemotherapy combinations, 11% checkpoint inhibitors and 4% were observed. Treatment decisions were informed by G360 alone in 37% and by G360+TT results in 27% (by physician report). Among 46 evaluable patients, ORR was 54% (25/46). Using G360, ORR was 75% (15/20) in those with actionable alterations and 38.5% (10/26) in those without. Using TT, ORR was 67% (14/21) in those with actionable alterations and 44% (11/25) in those without. Mean TAT was 7.9 days (SD+/-1.7) for LB vs 19.9 days (SD+/- 9.8) for TT. Conclusions: Liquid biopsy using G360 identifies actionable targets beyond tissue profiling alone in newly diagnosed lung cancer patients, has faster TAT and yields similar outcomes with targeted and non-targeted therapy. Clinical trial information: NCT03576937 .
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Affiliation(s)
| | | | | | | | - Desiree Hao
- Tom Baker Cancer Centre, Calgary, AB, Canada
| | | | | | - Lisa W Le
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | | | - Frances A. Shepherd
- Cancer Clinical Research Unit, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | | | | | | | | | - Inna Hanson
- Princess Margaret Cancer Centre, Toronto, ON, Canada
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Shultz DB, Lau SCM, Poletes C, Le LW, MacKay K, Shepherd FA, Bradbury PA, Leighl NB, Liu G, Sacher AG. CNS outcomes in EGFR/ALK wild-type NSCLC patients with brain metastases treated with immune checkpoint inhibitors (ICI). J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.15_suppl.e14505] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
e14505 Background: Anti-tumor lymphocytes activated in response to ICIs may cross the blood brain barrier with effect on brain metastases (BM). Preliminary evidence suggests that ICIs alone are effective for melanoma BMs. However, the ability of ICI to effectively control NSCLC BMs without radiotherapy is controversial. By comparing serial MRIs and patterns of progression in ICI and chemotherapy treated patients, we sought to investigate the role of ICI in BM control in NSCLC patients. Methods: Serial MRIs were reviewed in ICI treated NSCLC patients with known BMs. Eligible patients must have a minimum of one baseline MRI and a follow-up within 3 months of CNS directed treatment. Patients with EGFR/ ALK mutations were excluded. A control cohort of patients who had never received ICIs was selected using the same criteria. The primary outcome was cumulative CNS progression and intracranial progression free survival (iPFS) analyzed using an accelerated failure time model and competing risk analysis. Results: We identified 137 ICI treated NSCLC patients with known BMs. After excluding for patients without serial MRIs, we analyzed 40 ICI treated patients and 39 controls. All patients received upfront radiotherapy or surgery and the modality used was similar (p = 0.13). CNS failure was less common in the ICI group (p = 0.02). ICI treated patients had a trend to longer iPFS in the PD-L1 ≥50% subgroup (p = 0.058). Cumulative incidence of progressive BM at 12 and 24 months were significantly lower in the ICI treated PD-L1 ≥50% subgroup: 19%/19% vs 50%/56% (p = 0.02). Patients in the PD-L1 ≥50% subgroup who achieved a systemic partial response (n = 10) did not experience any CNS events despite extracranial progression in some. Conclusions: Durable CNS disease control is observed with ICIs in NSCLC with PD-L1 ≥50% and demonstrates a high level of concordance with systemic response. The need for radiotherapy in PD-L1 ≥50% disease should be investigated and may be reasonably delayed in asymptomatic patients with small BMs. Importantly, the same trend was not observed in PDL1 < 50% patients and caution is needed in employing this strategy in this subset of patients.
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Affiliation(s)
| | - Sally CM Lau
- Princess Margaret Cancer Center, University Health Network, Toronto, ON, Canada
| | | | - Lisa W Le
- University Health Network, Toronto, ON, Canada
| | - Kate MacKay
- Princess Margaret Cancer Center, Toronto, ON, Canada
| | - Frances A. Shepherd
- Cancer Clinical Research Unit, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | | | | | - Geoffrey Liu
- Princess Margaret Cancer Centre, Toronto, ON, Canada
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Sorensen A, Le LW, Swami N, Hannon B, Krzyzanowska MK, Wentlandt K, Rodin G, Zimmermann C. Readiness for delivering early palliative care: A survey of primary care and specialised physicians. Palliat Med 2020; 34:114-125. [PMID: 31849272 DOI: 10.1177/0269216319876915] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Evidence supporting early palliative care is based on trials of specialised palliative care, but a more sustainable model might involve mainly primary providers. AIM The aim of this study was to compare the characteristics of physicians providing primary and specialised palliative care, their attitudes towards early palliative care and their perception of having sufficient resources for its provision. DESIGN Survey distributed by mail and e-mail. Specialised providers were defined as both receiving palliative care referrals from other physicians and not providing palliative care only for their own patients. SETTING/PARTICIPANTS A total of 531 physicians providing palliative care in Canada (71% participation) participated in the study. RESULTS Of the participants, 257 (48.4%) provided specialised and 274 (51.6%) primary care. Specialists were more likely to have palliative care training (71.8% vs 35.2%), work in urban areas (94.1% vs 75.6%), academic centres (47.8% vs 26.0%) and on teams (82.4% vs 16.8%), and to provide mainly cancer care (84.4% vs 65.1%) (all p < 0.001). Despite strongly favouring early palliative care, only half in each group agreed they had resources to deliver it; agreement was stronger among family physicians, those working on teams and those with greater availability of community and psychosocial support. Primary providers were more likely to agree that renaming the specialty 'supportive care' would increase patient comfort with early palliative care referral (47.4% vs 35.5%, p < 0.001). CONCLUSION Despite strongly favouring the concept, both specialists and primary providers lack resources to deliver early palliative care; its provision may be facilitated by team-based care with appropriate support. Opinions differ regarding the value of renaming palliative care.
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Affiliation(s)
- Anna Sorensen
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Medicine, University of Wisconsin, Madison, WI, USA
| | - Lisa W Le
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Nadia Swami
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Breffni Hannon
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Monika K Krzyzanowska
- Department of Medicine, University of Toronto, Toronto, ON, Canada.,Department of Medical Oncology and Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Kirsten Wentlandt
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada
| | - Gary Rodin
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Camilla Zimmermann
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.,Department of Medicine, University of Toronto, Toronto, ON, Canada
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Wong JL, Blake C, Swami N, Pope A, Hannon B, Rodin G, Le LW, Zimmermann C. Understanding of palliative care among members of the public. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.31_suppl.71] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
71 Background: The World Health Organization (WHO) defines palliative care (PC) as an approach that improves the quality of life of patients and their families facing life-threatening illness. However, the public may be unaware of this definition. We assessed the Canadian public’s knowledge and attitudes toward PC before and after being provided the WHO definition. Methods: We engaged a health research firm to distribute a cross-sectional survey to members of the Canadian public. Eligible participants were >18 years of age, could comprehend English or French, and were currently residing in Canada. We assessed participants’ knowledge of and attitudes towards PC before and after reading the WHO definition of PC. Results were analyzed using the Wilcoxon Signed-Rank test. Results: Of 1518 participants (52% female), 45% (676/1518) stated they knew what PC was and could explain it, 32% (488/1518) knew about PC but could not explain it, 13% (198/1518) had heard of PC but did not know what it was, and 10% (156/1518) had never heard of PC. Of those who had heard of PC, 58% (784/1362) agreed PC is the last resort when other treatments have failed, 64% (877/1362) agreed PC means being close to death, and 67% (914/1362) believed PC meant being at “the stage that you can no longer take care of yourself”. Before reading the WHO definition, 56% (774/1362) agreed/strongly agreed that referral to PC would make them feel afraid; after reading the definition, this percentage was reduced to 41%, and degree of fearfulness was reduced in 46% (p<0.0001). Fifty-nine percent (898/1518) stated they did not know, prior to reading the WHO definition, that PC could be involved early in the course of illness, and 45% did not know PC could be provided together with other treatments aimed at prolonging life. Eighty-nine percent (1344/1518) felt the PC definition helped them to better understand what PC is, and 91% believed that Canadians should be made aware PC can be included early in the course of a patient’s illness. Conclusions: More than half of respondents had limited knowledge of PC and believed it was synonymous with end-of-life care. Provision of the WHO definition improved understanding and allayed fears of PC. Public educational initiatives may improve understanding and increase acceptance of PC.
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Affiliation(s)
- Joanne Liu Wong
- Princess Margaret Cancer Centre, Department of Palliative and Supportive Care, University Health Network, University of Toronto, Faculty of Medicine, Institute of Medical Science, Toronto, ON, Canada
| | - Christopher Blake
- University of Toronto, Faculty of Medicine, Department of Palliative and Supportive Care, Toronto, ON, Canada
| | - Nadia Swami
- Princess Margaret Hospital, University Health Network, Toronto, ON, Canada
| | - Ashley Pope
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | | | - Gary Rodin
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Lisa W Le
- Princess Margaret Hospital, Toronto, ON, Canada
| | - Camilla Zimmermann
- Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
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Ezeife DA, Morganstein BJ, Lau S, Law JH, Le LW, Bredle J, Cella D, Doherty MK, Bradbury P, Liu G, Sacher A, Shepherd FA, Leighl NB. Financial Burden Among Patients With Lung Cancer in a Publically Funded Health Care System. Clin Lung Cancer 2019; 20:231-236. [DOI: 10.1016/j.cllc.2018.12.010] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Revised: 11/21/2018] [Accepted: 12/10/2018] [Indexed: 11/26/2022]
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Lau SCM, Le LW, Smith EC, Chan SWS, Ryan M, Brown MC, Hueniken K, Eng L, Patel D, Chen R, Sung MR, Zer A, Bradbury PA, Ohashi PS, Shepherd FA, Tsao MS, Liu G, Leighl NB, Sacher AG. Bone metastases as predictors of treatment response and rapidly progressive disease in NSCLC patients on PD-1/PD-L1 immune checkpoint inhibitors (ICI). J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.e20667] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e20667 Background: The tissue microenvironment associated with specific organ metastases potentially influences the efficacy of checkpoint inhibitors. The presence of liver metastases is a predictor of poor response and survival in melanoma and is correlated with reduced CD8+ T cell infiltration. Our study examined clinicopathologic characteristics, focusing on sites of metastatic disease, that are associated with poor outcomes. Methods: Advanced NSCLC patients treated with ≥1 cycle of ICI were reviewed. Baseline age, sex, histology, stage, smoking status, ethnicity, PD-L1 expression and sites of metastases were recorded. Best overall response (BOR) was determined by clinical imaging response and categorized ordinally as shrinkage, stable, or progression, adapted from RECIST for CR/PR, SD, PD. A rapidly progressive phenotype (RPP) was defined as BOR of progression and ICI use of ≤2 months. The association between sites of metastases and clinical outcomes were investigated using logistic and cox regression models. Results: Among 219 eligible patients, bone was the most common metastatic site (34.7%), followed by brain (21.5%), adrenals (14.2%), and liver (13.7%). Bone metastases (OR 0.45, p = 0.004) were associated with a worse BOR, while only a trend was observed for liver metastases (OR 0.47, p = 0.06). Adrenal metastases were associated with a better BOR (OR 2.08, p = 0.04). But thorax limited disease did not associate with BOR (OR 1.08, p = 0.76). In a multivariate model, bone was the only metastatic site associated with a worse BOR (OR 0.50, p = 0.01). Further, bone metastases were associated with RPP (adjusted OR 1.91, p = 0.04). Both bone (adjusted hazard ratio/aHR 1.61, p = 0.01) and liver metastases (aHR 1.80, p = 0.02) were associated with a shorter time-to-treatment-failure. The presence of liver (aHR 2.63, p < 0.001) but not bone (aHR 1.04, p = 0.86) metastases was a significant predictor of poor OS. Conclusions: We report a novel finding that the presence of bone metastases was associated with a worse clinical overall response on ICI and a rapidly progressive phenotype. Further investigations into the mechanisms of RPP in the presence of bone metastases are needed.
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Affiliation(s)
- Sally CM Lau
- Princess Margaret Cancer Center, Toronto, ON, Canada
| | - Lisa W Le
- Princess Margaret Hospital, Toronto, ON, Canada
| | | | | | - Malcolm Ryan
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - M. Catherine Brown
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | | | - Lawson Eng
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Devalben Patel
- Ontario Cancer Institute, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - RuiQi Chen
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | | | - Alona Zer
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | | | | | - Frances A. Shepherd
- Cancer Clinical Research Unit, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Ming Sound Tsao
- Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Geoffrey Liu
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | | | - Adrian G. Sacher
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
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Zimmermann C, Hannon B, Krzyzanowska MK, Li M, Rodin G, Pope A, Swami N, Giruparajah M, Howell D, Oza AM, Warr D, Knox JJ, Leighl NB, Sridhar SS, Prince RM, Lheureux S, Hansen AR, Booth CM, Dudgeon DJ, Le LW. Phase 2 trial of Symptom screening with Targeted Early Palliative care (STEP) for patients with advanced cancer. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.11604] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
11604 Background: Routine early palliative care (EPC) by specialized teams improves quality of life for patients with advanced cancer, but may not be scalable. To plan for a larger randomized controlled trial, we conducted a phase 2 trial of STEP, a novel intervention of targeted EPC based on symptom screening. Methods: Participants with advanced cancer, ECOG 0-2, and clinical prognosis ≥6 months were recruited from lung, gastrointestinal, genitourinary, breast and gynecology outpatient clinics. Symptoms were screened at every outpatient visit using the Edmonton Symptom Assessment System-revised (ESAS-r). Moderate to severe symptom scores (≥4/10 for pain, nausea, dyspnea, depression, anxiety; ≥7/10 for fatigue, appetite, drowsiness, well-being) triggered an e-mail to a nurse, who called the patient, offering an EPC visit. Participants completed outcome measures at baseline, 2, 4 and 6 months (primary endpoint). Trial feasibility criteria were: i) ≥100 patients accrued in 12 months; ii) ≥70% complete screening for ≥70% of visits; iii) ≥60% of those for whom a call is triggered meet at least once with the EPC team; iv) ≥60% complete measures at each endpoint. Results: From 11/2016-1/2018, 116 patients were enrolled; 89/116 (77%) completed screening for ≥70% of visits and 59% (69/116) received a call triggered by symptoms. Of those receiving a call, 62% (43/69) received EPC; 3 further patients were referred by their oncologist. Measure completion was 79% (81/116) at 2, 61% (71/116) at 4, and 57% (66/116) at 6 months. By trial end (6 months), patients who received a call and accepted EPC involvement had better symptom control (ESAS-r-CS mean change in those receiving vs. deferring EPC: -0.07±16.9 vs 11.8±13.7, p = 0.02) and less deterioration in mood (PHQ-9: -0.4±3.4 vs 2.6±2.3, p = 0.003). There was no difference between those receiving versus deferring EPC in quality of life (FACIT-Sp: -4.7±13.6 vs -3.2±15.4, p = 0.75; QUAL-E: -2.6±8.4 vs -1.5±11.0, p = 0.62), or satisfaction with care (FAMCARE-P-16: -3.2±7.9 vs -3.5±6.1, p = 0.79). Conclusions: STEP is feasible in patients with advanced cancer. More than half of patients have moderate to severe symptoms, and acceptance of the triggered EPC visit should be encouraged.
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Affiliation(s)
- Camilla Zimmermann
- Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | | | | | - Madeline Li
- Palliative Care and Psychosocial Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - Gary Rodin
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Ashley Pope
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Nadia Swami
- Princess Margaret Hospital, University Health Network, Toronto, ON, Canada
| | | | - Doris Howell
- Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - Amit M. Oza
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - David Warr
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | | | | | | | - Rebecca M. Prince
- Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - Stephanie Lheureux
- University Health Network, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | | | | | | | - Lisa W Le
- Princess Margaret Hospital, Toronto, ON, Canada
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Law JH, Pettengell C, Le LW, Aviv S, DeMarco P, Merritt DC, Lau SCM, Sacher AG, Leighl NB. Generating real-world evidence: Using automated data extraction to replace manual chart review. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.e18096] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e18096 Background: Real world evidence is a valuable resource to help guide clinical care beyond evidence generated from clinical trials, for example safety and effectiveness of novel treatments in special populations. Administrative databases often lack sufficient clinical detail to address gaps in the improvement of patient management and quality of care. Detailed clinical data collection and curation are resource intensive, limiting the ability to generate and maintain large informative cancer databases. Darwen, novel technology developed by Pentavere, enables the automation of data abstraction from unstructured hospital electronic medical records and may eliminate the need for manual chart review. Methods: Health records were identified through an institutional cancer registry from patients with stage IIIB/IV lung cancer (NSCLC or SCLC) diagnosed and treated at the Princess Margaret Cancer Centre between 01/01/2015 and 31/12/2017. Cases underwent automated data extraction including demographics, comorbidities, treatment, concurrent medications and outcomes until 30/06/2018. Agreement with data fields extracted using manual data collection in an external validation set of patients is planned. Results: Of 1210 patients identified, 538 were eligible for analysis. From automated data abstraction, 9.9% were reported to have SCLC, 67.5% adenocarcinoma, 11.2% squamous carcinoma, 28% EGFR mutations, 5.8% ALK fusions and 9.3% tumour PDL1 > = 50%. Of the 304 (56.5%) that received systemic therapy, initial treatment was chemotherapy for 55.6%, targeted therapy in 34.2% and immunotherapy in 10.2%. Additional outcome data and agreement with manually curated data fields will be presented. Conclusions: Automated software to extract clinical data is a powerful new tool to generate and maintain databases that yield high quality real world clinical evidence. This is a critical next step to improve clinical decision making, inform evidence-based practice and improve quality of cancer care.
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Affiliation(s)
| | | | - Lisa W Le
- Division of Medical Oncology and Hematology, Princess Margaret Hospital, University of Toronto, Toronto, ON, Canada
| | | | | | | | - Sally CM Lau
- Princess Margaret Cancer Center, Toronto, ON, Canada
| | - Adrian G. Sacher
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
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Lau SCM, Le LW, Chan SWS, Smith EC, Ryan M, Brown MC, Hueniken K, Eng L, Patel D, Chen R, Zer A, Sung MR, Bradbury PA, Ohashi PS, Shepherd FA, Tsao MS, Leighl NB, Liu G, Sacher AG. Myeloid immunosuppressive state as a predictor of rapidly progressive phenotype and poor survival in advanced non-small cell lung cancer (NSCLC) patients treated with PD-1/PD-L1 inhibitors. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.e20594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e20594 Background: Immune subpopulations within the tumor microenvironment (TME) play a central role in determining response to checkpoint inhibitors. Myeloid derived suppressor cells, a heterogeneous population of immature myeloid cells, have a predominantly immunosuppressive role by stimulating T regulatory cells. We hypothesize that elevated myeloid-to-lymphocyte measures in the peripheral blood predict for greater numbers of myeloid derived suppressor cells in the TME and worse outcomes. Methods: In advanced NSCLC patients who received immunotherapy between 2010-2018, baseline characteristics collected retrospectively included age, sex, histology, stage, smoking status, ethnicity, PD-L1 expression and tumor genotype. Pre-treatment neutrophil/lymphocyte (NLR) and monocyte/lymphocyte ratios (MLR) were log transformed and analyzed using cox and logistic regression models. Results: Among 219 eligible patients, a high NLR was associated with shorter time-to-treatment-failure (HR 1.38, 95%CI 1.09-1.75, p = 0.008) and poorer OS (HR 1.62, 95%CI 1.23-2.14, p < 0.001), independent of PD-L1 levels. Disproportionate increases in NLR and MLR were highly correlated (Spearman’s rho = 0.78). Further, higher NLR (p = 0.09) or MLR (p = 0.06) tended to associate with best overall response (BOR) to immunotherapy, with higher rates of progressive disease (PD) and lower rates of clinical response. A high NLR (p = 0.01) and MLR (p = 0.02) were associated with a rapidly progressive phenotype defined by PD as the BOR and duration of therapy ≤2 months. This remained significant after adjusting for confounders in a multivariate model (p = 0.03 for NLR and p = 0.03 for MLR). No associations were observed between high myeloid counts and other clinical prognostic factors such as liver metastases. Conclusions: A myeloid immunosuppressive state characterized by a disproportionate increase in peripheral immune myeloid populations is significantly associated with primary refractory disease, rapidly progressive phenotype, and poorer survival. Further investigation into myeloid mediated mechanisms of resistance is warranted.
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Affiliation(s)
- Sally CM Lau
- Princess Margaret Cancer Center, Toronto, ON, Canada
| | - Lisa W Le
- Princess Margaret Hospital, Toronto, ON, Canada
| | | | | | - Malcolm Ryan
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - M. Catherine Brown
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | | | - Lawson Eng
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Devalben Patel
- Ontario Cancer Institute, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - RuiQi Chen
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Alona Zer
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | | | | | | | - Frances A. Shepherd
- Cancer Clinical Research Unit, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Ming Sound Tsao
- Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | | | - Geoffrey Liu
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Adrian G. Sacher
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
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Perdrizet K, Stockley T, Law JH, Shabir M, Zhang T, Le LW, Lau A, Tsao MS, Pal P, Cabanero M, Ko H, Schwock J, Kamel-Reid S, Liu G, Sacher AG, Bradbury PA, Shepherd FA, Leighl NB. Non-small cell lung cancer (NSCLC) next generation sequencing (NGS) using the Oncomine Comprehensive Assay (OCA) v3: Integrating expanded genomic sequencing into the Canadian publicly funded health care model. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.2620] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
2620 Background: Standard of care (SOC) molecular diagnostics for stage IV NSCLC patients in Ontario, Canada includes publicly reimbursed EGFR/ ALK, and selected BRAF and ROS-1 testing. Other genomic alterations are not tested routinely; however, enhanced molecular testing may broaden treatment options for patients. This study evaluated costs, identified actionable targets, and determined clinical trial eligibility as a result of using the OCAv3 NGS in stage IV NSCLC patients. Methods: In a prospective study of stage IV NSCLC out-patients at Princess Margaret Cancer Centre (Toronto) without EGFR/ALK/KRAS/BRAF alteration (unless failure of prior targeted therapy), diagnostic samples were tested by OCAv3 (ThermoFisher; 161 genes: hotspots, fusions, and copy number variations). Primary endpoints were incremental actionable targets and clinical trial opportunities as a result of broader OCAv3 testing. Secondary endpoints include feasibility and cost from the Canadian public healthcare perspective, and treatment outcomes. Results: Of 65 enrolled patients (Feb 2018-Jan 2019; 40 (62%) completed/14 (21%) screen fail/ 11 (17%) pending), median age of completed cohort was 65, 60% (N = 24) female, never/light smokers 68% (N = 27), Asian 38% (N = 15), previously treated 33% (N = 13). Actionable targets beyond SOC were identified in 33% (N = 13): ERBB2 (N = 8), BRAFV600 (N = 3), NRG fusion (N = 1), MET exon 14 (N = 1). New clinical trial options were identified in 70%. Failure of NGS was secondary to insufficient tissue [91% (N = 10) of screen failures; usually due to tissue exhaustion from prior SOC molecular testing]. Incremental costs per case beyond EGFR/ALK are estimated at $540 CAD. If ROS-1 and BRAF testing were publicly reimbursed at current rates, the incremental profiling cost with OCAv3 would be $90 CAD per case. Conclusions: Although a key barrier to implementation is lack of funding for NGS in the Canadian publicly funded system, the OCAv3 consolidates genomic testing, identifies additional actionable targets, and substantially increases clinical trial eligibility for patients at a small incremental cost. Clinical trial information: NCT03558165.
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Affiliation(s)
| | - Tracy Stockley
- University Health Network, Genome Diagnostics, Laboratory Medicine Program, Toronto, ON, Canada
| | | | - Muqdas Shabir
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Tong Zhang
- Princess Margaret Hospital, Toronto, ON, Canada
| | - Lisa W Le
- Princess Margaret Hospital, Toronto, ON, Canada
| | - Anthea Lau
- Princess Margaret Hospital, Toronto, ON, Canada
| | - Ming Sound Tsao
- Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Prodipto Pal
- Department of Laboratory Medicine and Pathology, University Health Network, Toronto, ON, Canada
| | | | - Hyangmi Ko
- University Health Network, Toronto, ON, Canada
| | - Joerg Schwock
- University Health Network, Division of Laboratory Medicine and Pathobiology, Department of Pathology, Toronto, ON, Canada
| | - Suzanne Kamel-Reid
- Department of Pathology and Laboratory Medicine, University Health Network, Toronto, ON, Canada
| | - Geoffrey Liu
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Adrian G. Sacher
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | | | - Frances A. Shepherd
- Cancer Clinical Research Unit, Princess Margaret Cancer Centre, Toronto, ON, Canada
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40
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Li B, Mah K, Swami N, Pope A, Hannon B, Lo C, Rodin G, Le LW, Zimmermann C. Symptom Assessment in Patients with Advanced Cancer: Are the Most Severe Symptoms the Most Bothersome? J Palliat Med 2019; 22:1252-1259. [PMID: 31063024 DOI: 10.1089/jpm.2018.0622] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Objective: We investigated correspondence between symptom severity and symptom bothersomeness in patients with advanced cancer. Background: Symptom severity is commonly assessed in clinical cancer settings, but bothersomeness of these symptoms is less often measured. Methods: Participants with advanced cancer enrolled in a cluster-randomized trial of early palliative care completed the Edmonton Symptom Assessment System (ESAS) and the quality of life at the end of life (QUAL-E) measure as part of their baseline assessment. For each symptom, we examined the correspondence between the symptom being indicated as most severe on the ESAS and rated as most bothersome on the QUAL-E. Results: For the 386 patients who completed relevant sections of the ESAS and QUAL-E, tiredness (32.8%), sleep (23.8%), and appetite (20.2%) were most frequently rated as most severe, whereas pain (28.9%) and tiredness (24.3%) were most frequently indicated as most bothersome. The most bothersome and most severe symptom corresponded in 42%. Pain and/or tiredness were consistently among the top three most bothersome symptoms, whereas appetite was frequently rated the most severe symptom but was rarely perceived as the most bothersome. The probability that patients rating a symptom as most severe would also rate it as most bothersome was highest for pain (66%), nausea (58%), and tiredness (40%). Discussion: ESAS symptom severity does not necessarily indicate patients' most bothersome symptom; regardless of severity, pain and tiredness are most frequently perceived as most bothersome. Further research should investigate the clinical benefits of patients also indicating their three most bothersome ESAS symptoms.
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Affiliation(s)
- Brian Li
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Kenneth Mah
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Nadia Swami
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Ashley Pope
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Breffni Hannon
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Division of Palliative Medicine and Medical Oncology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Christopher Lo
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Gary Rodin
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.,Princess Margaret Cancer Research Institute, University Health Network, Toronto, Ontario, Canada
| | - Lisa W Le
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Camilla Zimmermann
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Division of Palliative Medicine and Medical Oncology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.,Princess Margaret Cancer Research Institute, University Health Network, Toronto, Ontario, Canada
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Pierce B, Dougherty E, Panzarella T, Le LW, Rodin G, Zimmermann C. Staff Stress, Work Satisfaction, and Death Attitudes on an Oncology Palliative Care Unit, and on a Medical and Radiation Oncology Inpatient Unit. J Palliat Care 2019. [DOI: 10.1177/082585970702300105] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Professional caregivers for cancer patients are at high risk for work-related stress, but it is not clear how this relates to exposure to death and dying, and to professional satisfaction. This study compares work-related stress and staff satisfaction on an academic acute palliative care unit (PCU) with that on a medical and radiation oncology inpatient unit (OIU) at the same cancer centre. PCU staff tended to report less work stress-particularly related to terminal care—than those on the OIU, and higher work satisfaction and team support. PCU staff were more likely to perceive their work experience as having “positively altered their attitude to death” (p=0.007). These results show that a supportive team environment can exist on an academic PCU and suggest that support currently offered to PCU staff in terms of caring for terminally ill patients should also be extended to those working in general oncology settings.
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Affiliation(s)
- Bruce Pierce
- Princess Margaret Hospital, University Health Network, University of Toronto, Canada
| | - Elizabeth Dougherty
- Princess Margaret Hospital, University Health Network, University of Toronto, Canada
| | - Tony Panzarella
- Princess Margaret Hospital, University Health Network, University of Toronto, Canada
| | - Lisa W. Le
- Princess Margaret Hospital, University Health Network, University of Toronto, Canada
| | - Gary Rodin
- Princess Margaret Hospital, University Health Network, University of Toronto, Canada
| | - Camilla Zimmermann
- Princess Margaret Hospital, University Health Network, University of Toronto, Canada
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42
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O'Kane GM, Liu G, Stockley TL, Shabir M, Zhang T, Law JH, Le LW, Sacher A, Shepherd FA, Bradbury PA, Leighl NB. The presence and variant allele fraction of EGFR mutations in ctDNA and development of resistance. Lung Cancer 2019; 131:86-89. [PMID: 31027703 DOI: 10.1016/j.lungcan.2019.03.019] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Revised: 03/12/2019] [Accepted: 03/19/2019] [Indexed: 01/15/2023]
Abstract
BACKGROUND Peripheral blood sampling for detection of EGFR T790M in cell-free circulating tumour (ct) DNA in TKI-resistant EGFR mutant (EGFRm) lung cancer is now standard. The value of more comprehensive sequencing is unknown. METHODS Prospective ctDNA analysis in patients with EGFRm NSCLC was performed using a next generation sequencing (NGS) panel of regions of 11 genes detecting single nucleotide variants and small insertions/deletions at ≥0.1% variant allele frequency (VAF) was performed. Patients were grouped according to treatment phase, including: (A) pre EGFR-TKI, (B) stable or responding to EGFR-TKI, (C) radiographic progression during EGFR-TKI, and (D) during chemotherapy treatment. RESULTS Seventy-two patients with stage IV EGFRm NSCLC were enrolled and first blood samples were analysed. Primary sensitizing mutations in del19 or L858R were present in 66 (92%) and uncommon EGFRm in 6 (8%). Mutations in ctDNA were found in 53 samples (74%). T790M was detected in 3 of 4 patients with T790M-negative tissue. Other co-occurring EGFRm were found in 10 patients (7%) including K745R during first-line osimertinib. TP53 (n = 10), KRAS (n = 1), PI3KCA (n = 1) and ALK (n = 3) gene mutations also were detected. The presence of an EGFRm (excluding T790M) was associated with untreated or progressive disease, p = 0.04. In TKI-treated patients without radiologic progression, median progression free survival (PFS) was 10 months versus 2.1 months (HR 2.22, 95% CI: 0.89-5.54, p = 0.08) if an EGFRm in ctDNA was detected. If T790M was present in ctDNA, median PFS was 3.0 months versus 9.7 months (HR 4.59, 95% CI: 1.43-14.73, p = 0.005). High % VAF of both EGFRm and T790M correlated with inferior PFS (p = 0.01 and p = 0.03 respectively). CONCLUSION In addition to the emergence of resistance mutations, the presence of the primary or co-occurring EGFRm in patients receiving EGFR-TKIs may associate with shorter PFS and may be useful in longitudinal analyses of ctDNA to direct therapy.
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Affiliation(s)
- Grainne M O'Kane
- Princess Margaret Cancer Centre/University Health Network, Toronto, Canada
| | - Geoffrey Liu
- Princess Margaret Cancer Centre/University Health Network, Toronto, Canada
| | - Tracy L Stockley
- Princess Margaret Cancer Centre/University Health Network, Toronto, Canada
| | - Muqdas Shabir
- Princess Margaret Cancer Centre/University Health Network, Toronto, Canada
| | - Tong Zhang
- Princess Margaret Cancer Centre/University Health Network, Toronto, Canada
| | - Jennifer H Law
- Princess Margaret Cancer Centre/University Health Network, Toronto, Canada
| | - Lisa W Le
- Princess Margaret Cancer Centre/University Health Network, Toronto, Canada
| | - Adrian Sacher
- Princess Margaret Cancer Centre/University Health Network, Toronto, Canada
| | - Frances A Shepherd
- Princess Margaret Cancer Centre/University Health Network, Toronto, Canada
| | | | - Natasha B Leighl
- Princess Margaret Cancer Centre/University Health Network, Toronto, Canada.
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43
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Malik S, Goldman R, Kevork N, Wentlandt K, Husain A, Merrow N, Le LW, Zimmermann C. Engagement of Primary Care Physicians in Home Palliative Care. J Palliat Care 2018; 32:3-10. [PMID: 28662623 DOI: 10.1177/0825859717706791] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PURPOSE To describe prevalence and characteristics associated with family physician and general practitioner (FP/GP) provision of home palliative care (HPC). METHODS We surveyed FP/GPs in an urban health region of Ontario, Canada, to determine their current involvement in HPC, the nature of services provided, and perceived barriers and enablers. RESULTS A total of 1439 surveys were mailed. Of the 302 FP/GP respondents, 295 provided replies regarding engagement in HPC: 101 of 295 (33%) provided HPC, 76 (26%) were engageable with further support, and 118 (40%) were not engageable regardless of support. The most substantial barrier was time to provide home visits (81%). Engaged FP/GPs were most likely to be working with another physician providing HPC ( P < .0001). Engageable FP/GPs were younger ( P = .007) and placed greater value on improved remuneration ( P < .001) than the other groups. Nonengageable physicians were most likely to view time as a barrier ( P < .0001) and to lack interest in PC ( P = .03). CONCLUSION One-third of FP/GPs provide HPC. A cohort of younger physicians could be engageable with adequate support. Integrated practices including collaboration with specialist PC colleagues should be encouraged and supported.
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Affiliation(s)
- Shiraz Malik
- 1 Department of Family Medicine, Western University and London Health Sciences Centre, London, Ontario, Canada
| | - Russell Goldman
- 2 Temmy Latner Centre for Palliative Care, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada.,3 Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Nanor Kevork
- 4 Department of Supportive Care, University Health Network, Toronto, Ontario, Canada
| | - Kirsten Wentlandt
- 3 Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada.,4 Department of Supportive Care, University Health Network, Toronto, Ontario, Canada
| | - Amna Husain
- 2 Temmy Latner Centre for Palliative Care, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada.,3 Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Nancy Merrow
- 5 Orillia Soldiers Memorial Hospital, Orillia, Ontario, Canada
| | - Lisa W Le
- 6 Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Camilla Zimmermann
- 4 Department of Supportive Care, University Health Network, Toronto, Ontario, Canada.,7 Division of Medical Oncology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,8 Campbell Family Cancer Research Institute, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
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44
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Chen CI, Paul H, Snitzler S, Kakar S, Le LW, Wei EN, Lau A, Johnston JB, Gibson SB, Queau M, Spaner D, Croucher D, Sherry B, Trudel S. A phase 2 study of lenalidomide and dexamethasone in previously untreated patients with chronic lymphocytic leukemia (CLL). Leuk Lymphoma 2018; 60:980-989. [DOI: 10.1080/10428194.2018.1508669] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Affiliation(s)
| | | | - Susi Snitzler
- Princess Margaret Cancer Centre, Toronto, (ON) Canada
| | - Sumeet Kakar
- Princess Margaret Cancer Centre, Toronto, (ON) Canada
| | - Lisa W. Le
- Princess Margaret Cancer Centre, Toronto, (ON) Canada
| | - Ellen N. Wei
- Princess Margaret Cancer Centre, Toronto, (ON) Canada
| | - Anthea Lau
- Princess Margaret Cancer Centre, Toronto, (ON) Canada
| | | | | | - Michelle Queau
- Manitoba Institute of Cell Biology, Winnipeg, (MN), Canada
| | - David Spaner
- Sunnybrook Health Sciences Centre, Toronto, (ON), Canada
| | | | - Barbara Sherry
- Karches Center for Oncology Research, The Feinstein Institute for Medical Research, Manhasset, (NY) USA
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Wentlandt K, Toupin P, Novosedlik N, Le LW, Zimmermann C, Kaya E. Language Used by Health Care Professionals to Describe Dying at an Acute Care Hospital. J Pain Symptom Manage 2018; 56:337-343. [PMID: 29792980 DOI: 10.1016/j.jpainsymman.2018.05.013] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Revised: 05/13/2018] [Accepted: 05/15/2018] [Indexed: 11/27/2022]
Abstract
CONTEXT Clinicians often rely on documentation to relay information, and this remains the mainstay of interprofessional communication regarding patient care. However, there has been scant research focused on clinicians' documentation of dying in hospital and how this is communicated to other team members in patient charting. OBJECTIVES To understand the language used to describe the deterioration and death of patients in an acute academic tertiary care center and to identify whether patient diagnoses or palliative care (PC) involvement was associated with clearer descriptions of this process. METHODS We conducted a retrospective chart review of the final admission of 150 patients who died on an inpatient internal medicine unit. Conventional and summative content analysis was performed of the language used to describe, either directly or indirectly, that the patient's death was imminent. RESULTS Of the 150 deaths, the median age was 79.5 (range 22-101), 58% were males, and 69% spoke English. A total of 45% of deaths were from cancer, and 66% occurred with prior PC team involvement. There was no documentation of the dying process in 18 (12%) charts. In the remainder, clinicians' documentation of imminent death fell into three categories: 1) identification of the current state using specific labels; for example, dying (24.7%) or end of life (15.3%), or less specific language, unwell or doing poorly (6.0%); 2) predicting the future state using specific or more vague predictions; for example, hours to days (7.3%) or poor or guarded prognosis (26.0%); and 3) using care provided to the patient to imply patient status; for example, PC (49.3%) or comfort care (28.7%). PC involvement, but not a malignant diagnosis, was associated with more frequent use of specific language to describe the current state (P = 0.004) or future state (P = 0.02). CONCLUSION Death and dying in hospital is inadequately documented and often described using unclear and vague language. PC involvement is associated with clearer language to describe this process.
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Affiliation(s)
- Kirsten Wentlandt
- Department of Supportive Care, University Health Network, Toronto, Ontario, Canada; Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada.
| | - Philippe Toupin
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada; Division of Palliative Care, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Natalia Novosedlik
- Hospice Palliative Care and Caregiver Wellness, Scarborough Centre for Healthy Communities, Toronto, Ontario, Canada
| | - Lisa W Le
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Camilla Zimmermann
- Department of Supportive Care, University Health Network, Toronto, Ontario, Canada; Division of Medical Oncology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Princess Margaret Cancer Research Institute, Toronto, Ontario, Canada
| | - Ebru Kaya
- Department of Supportive Care, University Health Network, Toronto, Ontario, Canada; Division of Medical Oncology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
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Wadhwa D, Popovic G, Pope A, Swami N, Le LW, Zimmermann C. Factors Associated with Early Referral to Palliative Care in Outpatients with Advanced Cancer. J Palliat Med 2018; 21:1322-1328. [DOI: 10.1089/jpm.2017.0593] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Affiliation(s)
- Deepa Wadhwa
- BC Cancer–Center for the Southern Interior, Kelowna, British Colombia, Canada
| | - Gordana Popovic
- Department of Supportive Care, Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
| | - Ashley Pope
- Department of Supportive Care, Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
| | - Nadia Swami
- Department of Supportive Care, Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
| | - Lisa W. Le
- Department of Biostatistics, Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
| | - Camilla Zimmermann
- Department of Supportive Care, Princess Margaret Cancer Center, University Health Network, Toronto, Ontario, Canada
- Division of Medical Oncology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Princess Margaret Cancer Research Institute, University Health Network, Toronto, Ontario, Canada
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47
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Hashimoto K, Daddi N, Giuliani M, Hope A, Le LW, Czarnecka K, Cypel M, Pierre A, de Perrot M, Darling G, Waddell TK, Keshavjee S, Yasufuku K. The role of endobronchial ultrasound-guided transbronchial needle aspiration in stereotactic body radiation therapy for non-small cell lung cancer. Lung Cancer 2018; 123:1-6. [DOI: 10.1016/j.lungcan.2018.06.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2018] [Revised: 06/05/2018] [Accepted: 06/09/2018] [Indexed: 02/07/2023]
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Chen CI, Paul H, Le LW, Wei EN, Snitzler S, Wang T, Levina O, Kakar S, Lau A, Queau M, Johnston JB, Smith DA, Trudel S. A phase 2 study of ofatumumab (Arzerra ®) in combination with a pan-AKT inhibitor (afuresertib) in previously treated patients with chronic lymphocytic leukemia (CLL). Leuk Lymphoma 2018; 60:92-100. [PMID: 29916761 DOI: 10.1080/10428194.2018.1468892] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
AKT plays a centralized role in tumor proliferation and survival and is aberrantly activated in chronic lymphocytic leukemia (CLL). In this phase 2 trial, 30 relapsed/refractory CLL patients were treated with combination afuresertib, a novel oral AKT inhibitor, and ofatumumab for 6 months, followed by afuresertib maintenance for 12 months. We aimed to achieve deeper and more durable responses, without requiring long-term continuous treatment. Treatment was generally well tolerated but respiratory infections were common, with 18% severe requiring hospitalization. Hematologic toxicities were manageable (grade 3-4 neutropenia 39%). At a median follow-up of 13.4 months, overall responses were 50% (complete responses 3.6%). Median progression-free survival was 8.5 months and overall survival 34.8 months. Combination therapy with ofatumumab and afuresertib is active and well tolerated, but does not appear to lead to durable responses and may not provide additional benefit over single-agent ofatumumab in relapsed/refractory CLL. Novel agent combinations are currently undergoing intense investigation.
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Affiliation(s)
- Christine I Chen
- a Princess Margaret Cancer Centre/Ontario Cancer Institute , Toronto , ON , Canada
| | - Harminder Paul
- a Princess Margaret Cancer Centre/Ontario Cancer Institute , Toronto , ON , Canada
| | - Lisa W Le
- a Princess Margaret Cancer Centre/Ontario Cancer Institute , Toronto , ON , Canada
| | - Ellen N Wei
- a Princess Margaret Cancer Centre/Ontario Cancer Institute , Toronto , ON , Canada
| | - Susi Snitzler
- a Princess Margaret Cancer Centre/Ontario Cancer Institute , Toronto , ON , Canada
| | - Trina Wang
- a Princess Margaret Cancer Centre/Ontario Cancer Institute , Toronto , ON , Canada
| | - Olga Levina
- a Princess Margaret Cancer Centre/Ontario Cancer Institute , Toronto , ON , Canada
| | - Sumeet Kakar
- a Princess Margaret Cancer Centre/Ontario Cancer Institute , Toronto , ON , Canada
| | - Anthea Lau
- b Department of Biostatistics , Princess Margaret Cancer Centre , Toronto , ON , Canada
| | - Michelle Queau
- c Manitoba Institute of Cell Biology , Winnipeg , MB , Canada
| | | | | | - Suzanne Trudel
- a Princess Margaret Cancer Centre/Ontario Cancer Institute , Toronto , ON , Canada
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Raman S, Yau V, Pineda S, Le LW, Lau A, Bezjak A, Cho BCJ, Sun A, Hope AJ, Giuliani M. Ultracentral Tumors Treated With Stereotactic Body Radiotherapy: Single-Institution Experience. Clin Lung Cancer 2018; 19:e803-e810. [PMID: 30007498 DOI: 10.1016/j.cllc.2018.06.001] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Revised: 06/01/2018] [Accepted: 06/10/2018] [Indexed: 01/08/2023]
Abstract
INTRODUCTION Patients with ultracentral lung tumors, whose planning target volume directly contacts or overlaps the proximal bronchial tree, trachea, esophagus, pulmonary vein, or pulmonary artery, may be at higher risk of toxicity when treated with stereotactic body radiotherapy (SBRT). We reviewed the outcomes and toxicities of ultracentral lung tumors and compared the results with central lung tumors. PATIENTS AND METHODS A review of our institutional prospective database of patients treated with lung SBRT from January 2006 to December 2015 was conducted. Patients with central tumors (RTOG 0813 definition) and ultracentral tumors were included. RESULTS In total, 180 central and 26 ultracentral tumors were analyzed. The majority of patients received 60 Gy in 8 fractions (53.9%) or 48 Gy in 4 fractions (29.1%). The rates of any grade 2 or higher toxicity were 8.4% (n = 16) in the central group and 7.9% (n = 2) in the ultracentral group (P = .88). There were no observed grade 4 or 5 toxicities. In the nonmetastatic primary lung cancer cohort (n = 182), the median overall survival was 39.4 months versus 23.8 months (P = .40) and cause-specific survival was 55.5 months versus 28.2 months (P = .34) for central and ultracentral tumors, respectively. The 2-year cumulative local, regional, and distant failure rates were 3.3% versus 0 (P = .36), 9.1% versus 5.0% (P = .5), and 17.7% versus 18.7% (P = .63) in the central and ultracentral groups, respectively. CONCLUSION In our experience, with strict adherence to planning parameters, SBRT to ultracentral tumors resulted in effective local control and no excessive risk of toxicity compared to central tumors.
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MESH Headings
- Adenocarcinoma/mortality
- Adenocarcinoma/secondary
- Adenocarcinoma/surgery
- Adult
- Aged
- Aged, 80 and over
- Carcinoma, Non-Small-Cell Lung/mortality
- Carcinoma, Non-Small-Cell Lung/secondary
- Carcinoma, Non-Small-Cell Lung/surgery
- Carcinoma, Squamous Cell/mortality
- Carcinoma, Squamous Cell/secondary
- Carcinoma, Squamous Cell/surgery
- Female
- Follow-Up Studies
- Humans
- Lung Neoplasms/mortality
- Lung Neoplasms/pathology
- Lung Neoplasms/surgery
- Lymphatic Metastasis
- Male
- Middle Aged
- Neoplasm Recurrence, Local/mortality
- Neoplasm Recurrence, Local/pathology
- Neoplasm Recurrence, Local/surgery
- Prognosis
- Prospective Studies
- Radiosurgery/mortality
- Retrospective Studies
- Survival Rate
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Affiliation(s)
- Srinivas Raman
- Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada
| | - Vivian Yau
- Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada
| | - Sandra Pineda
- Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Lisa W Le
- Department of Biostatistics, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Anthea Lau
- Department of Biostatistics, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Andrea Bezjak
- Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada
| | - B C John Cho
- Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada
| | - Alexander Sun
- Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada
| | - Andrew J Hope
- Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada
| | - Meredith Giuliani
- Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Ontario, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada.
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Popovic G, Harhara T, Pope A, Al-Awamer A, Banerjee S, Bryson J, Mak E, Lau J, Hannon B, Swami N, Le LW, Zimmermann C. Patient-Reported Functional Status in Outpatients With Advanced Cancer: Correlation With Physician-Reported Scores and Survival. J Pain Symptom Manage 2018; 55:1500-1508. [PMID: 29496534 DOI: 10.1016/j.jpainsymman.2018.02.015] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Revised: 02/15/2018] [Accepted: 02/15/2018] [Indexed: 12/14/2022]
Abstract
CONTEXT Performance status measures are increasingly completed by patients in outpatient cancer settings, but are not well validated for this use. OBJECTIVES We assessed performance of a patient-reported functional status measure (PRFS, based on the Eastern Cooperative Oncology Group [ECOG]), compared with the physician-completed ECOG, in terms of agreement in ratings and prediction of survival. METHODS Patients and physicians independently completed five-point PRFS (lay version of ECOG) and ECOG measures on first consultation at an oncology palliative care clinic. We assessed agreement between PRFS and ECOG using weighted Kappa statistics, and used linear regression to determine factors associated with the difference between PRFS and ECOG ratings. We used the Kaplan-Meier method to estimate the patients' median survival, categorized by PRFS and ECOG, and assessed predictive accuracy of these measures using the C-statistic. RESULTS For the 949 patients, there was moderate agreement between PRFS and ECOG (weighted Kappa 0.32; 95% CI: 0.28-0.36). On average, patients' ratings of performance status were worse by 0.31 points (95% CI: 0.25-0.37, P < 0.0001); this tendency was greater for younger patients (P = 0.002) and those with worse symptoms (P < 0.0001). Both PRFS and ECOG scores correlated well with overall survival; the C-statistic was higher for the average of PRFS and ECOG scores (0.619) than when reported individually (0.596 and 0.604, respectively). CONCLUSION Patients tend to rate their performance status worse than physicians, particularly if they are younger or have greater symptom burden. Prognostic ability of performance status could be improved by using the average of patients and physician scores.
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Affiliation(s)
- Gordana Popovic
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Thana Harhara
- Division of Medical Oncology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Department of Medicine, Sheikh Khalifa Medical City, Abu Dhabi, United Arab Emirates
| | - Ashley Pope
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Ahmed Al-Awamer
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Subrata Banerjee
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - John Bryson
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Division of Medical Oncology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Ernie Mak
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Jenny Lau
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Breffni Hannon
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Division of Medical Oncology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Nadia Swami
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Lisa W Le
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Camilla Zimmermann
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Division of Medical Oncology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada; Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada; Princess Margaret Cancer Research Institute, University Health Network, Toronto, Ontario, Canada.
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