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Clinical Use of Precision Oncology Decision Support.
Amber Johnson1, Yekaterina B Khotskaya1, Lauren Brusco1
1Sheikh Khalifa Bin Zayed Al Nahyan Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Precision oncology decision support (PODS) identified actionable genomic alterations in over half of patients, increasing genotype-matched trial enrollment. Further studies are needed to confirm impacts on patient outcomes.
Area of Science:
- Oncology
- Genomics
- Clinical Decision Support
Background:
- Precision oncology relies on understanding genomic alterations for targeted therapies.
- Lack of decision support hinders the interpretation of tumor genomic alterations and identification of clinical options.
- The Precision Oncology Decision Support (PODS) team was established to address this knowledge gap.
Purpose of the Study:
- To provide alteration-level annotations for functional and therapeutic significance.
- To assess the impact of these annotations on clinical decision-making and trial enrollment.
Main Methods:
- Genomic alterations were annotated for actionability based on functional and therapeutic significance.
- Medical records were reviewed for trial enrollment among patients annotated in 2015.
- A web-based survey captured reasons for not pursuing genotype-matched therapies.
Main Results:
- PODS processed 1,669 requests, annotating 4,084 alterations across 49 tumor types for 1,197 patients.
- 66% of patients had at least one actionable or potentially actionable alteration.
- Trial enrollment was significantly higher for patients with actionable/potentially actionable alterations (27.6%) compared to unknown (11.8%) or non-actionable (3%) alterations (p=0.00004).
Conclusions:
- Over half of annotated alterations were of unknown or non-actionable significance.
- Physician likelihood of enrolling patients in genotype-matched trials increased with annotation support for actionability.
- Further research is required to demonstrate the impact of decision support on trial enrollment and oncologic outcomes.
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