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Published on: April 11, 2016
Widespread Adoption of Precision Anticancer Therapies After Implementation of Pathologist-Directed Comprehensive
Alexa K Dowdell1,2, Ryan C Meng1,2, Ann Vita1
1Providence Health, Portland, OR.
Purpose:
Precision therapies and immunotherapies have revolutionized cancer care, with novel genomic biomarker-associated therapies being introduced into clinical practice rapidly, resulting in notable gains in patient survival. Despite this, there is significant variability in the utilization of tumor molecular profiling that spans the timing of test ordering, comprehensiveness of gene panels, and clinical decision support through therapy and trial recommendations.
Methods:
To standardize testing, we designed a pathologist-directed test ordering system at the time of diagnosis using a 523-gene DNA/RNA hybrid comprehensive genomic profiling (CGP) panel and extensive clinical decision support tools. To comprehensively characterize the clinical impact of this protocol, we developed a novel natural language processing (NLP)-based approach to extract clinical features from physician chart notes. We assessed test actionability rates, therapy choice, and outcomes across a set of 3,216 patients with advanced cancer.
Results:
We observed 49% of patients had at least one actionable genomic biomarker-driven-approved and/or guideline-recommended targeted or immunotherapy (IO) and 53% of patients would have been eligible for a precision therapy clinical trial from three large basket trials. When assessing CGP versus an in silico 50-gene panel, 67% of tumors compared with 33% harbored actionable alterations including clinical trials. Among patients with 6 months or more of follow-up, over 52% received a targeted therapy (TT) or IO, versus 32% who received conventional chemotherapy alone. Furthermore, patients receiving TT had significantly improved overall survival compared with patients receiving chemotherapy alone (P < .001).
Conclusion:
Overall, these data represent a major shift in standard clinical practice toward molecularly guided treatments (targeted and immunotherapies) over conventional systemic chemotherapy. As guidelines continue to evolve and more precision therapeutics gain approval, we expect this gap to continue to widen.
Insights
Implementing comprehensive genomic profiling (CGP) and decision support significantly increased the use of targeted therapies (TT) and immunotherapies (IO) in advanced cancer patients, improving overall survival compared to chemotherapy.
Area of Science:
- Oncology
- Genomics
- Clinical Informatics
Background:
- Precision therapies and immunotherapies have transformed cancer care, driven by genomic biomarkers.
- However, significant variability exists in tumor molecular profiling utilization and clinical decision support.
Purpose of the Study:
- To standardize tumor molecular profiling at diagnosis using a pathologist-directed system.
- To evaluate the clinical impact of comprehensive genomic profiling (CGP) and decision support tools on therapy selection and patient outcomes.
Main Methods:
- A pathologist-directed ordering system utilizing a 523-gene CGP panel and clinical decision support was implemented.
- Natural language processing (NLP) was used to extract clinical features from physician notes for 3,216 advanced cancer patients.
- Test actionability rates, therapy choices, and outcomes were assessed.
Main Results:
- 49% of patients had actionable genomic biomarkers for targeted therapy (TT) or immunotherapy (IO).
- CGP identified actionable alterations in 67% of tumors, compared to 33% with a 50-gene panel.
- Patients receiving TT or IO showed significantly improved overall survival versus chemotherapy (P < .001).
Conclusions:
- This protocol represents a shift towards molecularly guided treatments over conventional chemotherapy.
- The gap between molecularly guided and conventional therapies is expected to widen as precision medicine advances.
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