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Pleasance E, Bohm A, Williamson LM, Nelson JMT, Shen Y, Bonakdar M, Titmuss E, Csizmok V, Wee K, Hosseinzadeh S, Grisdale CJ, Reisle C, Taylor GA, Lewis E, Jones MR, Bleile D, Sadeghi S, Zhang W, Davies A, Pellegrini B, Wong T, Bowlby R, Chan SK, Mungall KL, Chuah E, Mungall AJ, Moore RA, Zhao Y, Deol B, Fisic A, Fok A, Regier DA, Weymann D, Schaeffer DF, Young S, Yip S, Schrader K, Levasseur N, Taylor SK, Feng X, Tinker A, Savage KJ, Chia S, Gelmon K, Sun S, Lim H, Renouf DJ, Jones SJM, Marra MA, Laskin J. Whole genome and transcriptome analysis enhances precision cancer treatment options. Ann Oncol 2022; 33:939-949. [PMID: 35691590 DOI: 10.1016/j.annonc.2022.05.522] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [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: 12/02/2021] [Revised: 05/03/2022] [Accepted: 05/31/2022] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Recent advances are enabling delivery of precision genomic medicine to cancer clinics. While the majority of approaches profile panels of selected genes or hotspot regions, comprehensive data provided by whole genome and transcriptome sequencing and analysis (WGTA) presents an opportunity to align a much larger proportion of patients to therapies. PATIENTS AND METHODS Samples from 570 patients with advanced or metastatic cancer of diverse types enrolled in the Personalized OncoGenomics (POG) program underwent WGTA. DNA-based data, including mutations, copy number, and mutation signatures, were combined with RNA-based data, including gene expression and fusions, to generate comprehensive WGTA profiles. A multidisciplinary molecular tumour board used WGTA profiles to identify and prioritize clinically actionable alterations and inform therapy. Patient responses to WGTA-informed therapies were collected. RESULTS Clinically actionable targets were identified for 83% of patients, 37% of whom received WGTA-informed treatments. RNA expression data were particularly informative, contributing to 67% of WGTA-informed treatments; 25% of treatments were informed by RNA expression alone. Of a total 248 WGTA-informed treatments, 46% resulted in clinical benefit. RNA expression data were comparable to DNA-based mutation and copy number data in aligning to clinically beneficial treatments. Genome signatures also guided therapeutics including platinum, PARP inhibitors, and immunotherapies. Patients accessed WGTA-informed treatments through clinical trials (19%), off-label use (35%), and as standard therapies (46%) including those which would not otherwise have been the next choice of therapy, demonstrating the utility of genomic information to direct use of chemotherapies as well as targeted therapies. CONCLUSIONS Integrating RNA expression and genome data illuminated treatment options that resulted in 46% of treated patients experiencing positive clinical benefit, supporting the use of comprehensive WGTA profiling in clinical cancer care. CLINICAL TRIAL NUMBER NCT02155621.
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Affiliation(s)
- E Pleasance
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - A Bohm
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver; Department of Medicine, University of British Columbia, Vancouver
| | - L M Williamson
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - J M T Nelson
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - Y Shen
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - M Bonakdar
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - E Titmuss
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - V Csizmok
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - K Wee
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - S Hosseinzadeh
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver; Department of Medicine, University of British Columbia, Vancouver
| | - C J Grisdale
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - C Reisle
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - G A Taylor
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - E Lewis
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - M R Jones
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - D Bleile
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - S Sadeghi
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - W Zhang
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - A Davies
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - B Pellegrini
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - T Wong
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - R Bowlby
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - S K Chan
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - K L Mungall
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - E Chuah
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - A J Mungall
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - R A Moore
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - Y Zhao
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - B Deol
- Department of Medical Oncology, BC Cancer, Vancouver
| | - A Fisic
- Department of Medical Oncology, BC Cancer, Vancouver
| | - A Fok
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver
| | - D A Regier
- Canadian Centre for Applied Research in Cancer Control, Cancer Control Research, BC Cancer, Vancouver
| | - D Weymann
- Canadian Centre for Applied Research in Cancer Control, Cancer Control Research, BC Cancer, Vancouver
| | - D F Schaeffer
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver; Pancreas Centre BC, Vancouver
| | - S Young
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver
| | - S Yip
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver
| | - K Schrader
- Hereditary Cancer Program, BC Cancer, Vancouver; Department of Medical Genetics, University of British Columbia, Vancouver
| | - N Levasseur
- Department of Medical Oncology, BC Cancer, Vancouver
| | - S K Taylor
- Department of Medical Oncology, BC Cancer, Kelowna
| | - X Feng
- Department of Medical Oncology, BC Cancer, Victoria
| | - A Tinker
- Department of Medical Oncology, BC Cancer, Vancouver
| | - K J Savage
- Department of Medical Oncology, BC Cancer, Vancouver
| | - S Chia
- Department of Medical Oncology, BC Cancer, Vancouver
| | - K Gelmon
- Department of Medical Oncology, BC Cancer, Vancouver
| | - S Sun
- Department of Medical Oncology, BC Cancer, Vancouver
| | - H Lim
- Department of Medical Oncology, BC Cancer, Vancouver
| | - D J Renouf
- Department of Medical Oncology, BC Cancer, Vancouver; Pancreas Centre BC, Vancouver
| | - S J M Jones
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver; Department of Medical Genetics, University of British Columbia, Vancouver; Department of Molecular Biology and Biochemistry, Simon Fraser University, Vancouver, Canada
| | - M A Marra
- Canada's Michael Smith Genome Sciences Centre, BC Cancer, Vancouver; Department of Medical Genetics, University of British Columbia, Vancouver
| | - J Laskin
- Department of Medical Oncology, BC Cancer, Vancouver.
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Batist G, Chi K, Miller W, Chia S, Hasanbasic F, Fisic A, Mayer L, Swenson C, Janoff A, Gelmon K. Phase 1 study of CPX-1, a fixed ratio formulation of irinotecan (IRI) and floxuridine (FLOX), in patients with advanced solid tumors. J Clin Oncol 2006. [DOI: 10.1200/jco.2006.24.18_suppl.2014] [Citation(s) in RCA: 4] [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
2014 Background: In vitro studies have shown that varying the ratio of individual agents in drug combinations can result in synergistic, additive or antagonistic activity against tumor cells. CPX-1 is a liposomal formulation of IRI and FLOX in a fixed 1:1 molar ratio which was selected as optimal in vitro and confirmed to be synergistic in vivo in preclinical tumor models. CPX-1 overcomes the dissimilar pharmacokinetics (PK) of the individual drugs, enables sustained maintenance of this ratio after IV administration, and was evaluated in a Phase I open-label, dose-escalation study. Methods: Starting dose was 30 U/m2 (1 Unit of CPX-1 contains 1 mg IRI + 0.36 mg FLOX) given on day 1 and 15 of each 28-day cycle. Dose escalation was by modified Fibonacci with 4 subjects/cohort. Eligibility included: ≥ 18 yo; advanced solid tumor; ECOG PS ≤ 2; adequate bone marrow/liver/renal function. PK analysis was done on day 1 and 15 of the first cycle. Results: 26 subjects (16M:10F), median age 54.5 y (21–72), all with prior therapy, enrolled in 6 cohorts with the 5th cohort expanded to 6 subjects. Diagnoses: 8 colorectal, 3 pancreatic, 3 ovarian, 2 breast, 2 gastric, 2 esophageal, 2 sarcomas, 1 renal cell, 1 prostate, 1 NSCLC and 1 sphenoid sinus. Response: 20 subjects evaluable: 2 confirmed PRs (NSCLC 8+ wks; Colon 13+ wks, in a patient with prior IRI exposure) and 13 with SD (8–24+wks). Safety: DLTs were observed at the 6th dose level: 4 subjects with DLTs: 3 diarrhea (one resulting in death due to dehydration/ARF) and one neutropenia. Other possibly related grade 3 and 4 events included one each of: grade 3 diarrhea, grade 3 vomiting, grade 3 neutropenia, grade 3 fatigue, grade 3 compression fracture and arthralgia and pulmonary embolism grade 4. PK: In all 14 subjects analyzed to date the 1:1 molar ratio of IRI to FLOX was maintained for 24 hours and metabolites 5-FU and SN-38 were present in the plasma. Conclusions: CPX-1 represents a new approach to developing drug combinations in which drug ratios are pre-selected in vitro based on optimal antitumor activity and maintained systemically through pharmacokinetic control. Phase 2 studies are planned with a recommended dose of 210U/m2 of CPX-1. [Table: see text]
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Affiliation(s)
- G. Batist
- Jewish General Hospital, McGill University, Montreal, PQ, Canada; BC Cancer Agency, Vancouver, BC, Canada; Celator Pharmaceuticals, Princeton, NJ
| | - K. Chi
- Jewish General Hospital, McGill University, Montreal, PQ, Canada; BC Cancer Agency, Vancouver, BC, Canada; Celator Pharmaceuticals, Princeton, NJ
| | - W. Miller
- Jewish General Hospital, McGill University, Montreal, PQ, Canada; BC Cancer Agency, Vancouver, BC, Canada; Celator Pharmaceuticals, Princeton, NJ
| | - S. Chia
- Jewish General Hospital, McGill University, Montreal, PQ, Canada; BC Cancer Agency, Vancouver, BC, Canada; Celator Pharmaceuticals, Princeton, NJ
| | - F. Hasanbasic
- Jewish General Hospital, McGill University, Montreal, PQ, Canada; BC Cancer Agency, Vancouver, BC, Canada; Celator Pharmaceuticals, Princeton, NJ
| | - A. Fisic
- Jewish General Hospital, McGill University, Montreal, PQ, Canada; BC Cancer Agency, Vancouver, BC, Canada; Celator Pharmaceuticals, Princeton, NJ
| | - L. Mayer
- Jewish General Hospital, McGill University, Montreal, PQ, Canada; BC Cancer Agency, Vancouver, BC, Canada; Celator Pharmaceuticals, Princeton, NJ
| | - C. Swenson
- Jewish General Hospital, McGill University, Montreal, PQ, Canada; BC Cancer Agency, Vancouver, BC, Canada; Celator Pharmaceuticals, Princeton, NJ
| | - A. Janoff
- Jewish General Hospital, McGill University, Montreal, PQ, Canada; BC Cancer Agency, Vancouver, BC, Canada; Celator Pharmaceuticals, Princeton, NJ
| | - K. Gelmon
- Jewish General Hospital, McGill University, Montreal, PQ, Canada; BC Cancer Agency, Vancouver, BC, Canada; Celator Pharmaceuticals, Princeton, NJ
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