Chat GPT provided this comparison of new CARIS FDA documentation, with prior FDA genomic tests. I have no idea how accurate these tables are. But they were auto generated by Chat GPT.
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Comparison of the Caris MI Cancer Seek Workflow with Other FDA-Approved NGS Panels
Below is a detailed comparison of Caris MI Cancer Seek with notable FDA-approved NGS panels such as FoundationOne CDx, Guardant360 CDx, and Oncomine Dx Target Test. This comparison focuses on bioinformatics workflows, biomarker validation, and clinical applications.
1. Bioinformatics Workflows
Data Processing
Feature | MI Cancer Seek | FoundationOne CDx | Guardant360 CDx | Oncomine Dx Target Test |
---|---|---|---|---|
Sequencing Platform | Illumina NovaSeq 6000 | Illumina HiSeq 4000 | Illumina NextSeq 550 | Ion Torrent PGM |
Target Regions | Whole exome with boosted coverage of 228 genes | Comprehensive genomic profiling of 324 genes | 74 genes in cell-free DNA | ~50 genes for hotspot mutations |
Input Material | FFPE tumor tissue | FFPE tumor tissue | Plasma (liquid biopsy) | FFPE tumor tissue |
Data Alignment | Sentieon BWA to hg38 | BWA-MEM to hg19 | BWA to hg19 | Torrent Suite alignment to hg19 |
Variant Calling | Custom algorithms for SNVs, indels, TMB, MSI, CNA | Custom algorithms for SNVs, indels, fusions | Custom algorithms optimized for cfDNA | Proprietary mutation detection pipeline |
Reporting Levels | Companion Diagnostic (CDx), Clinically Significant, Emerging Evidence | Companion Diagnostic and Clinical Evidence Levels | Companion Diagnostic and Select Variants | Companion Diagnostic Only |
Strengths of MI Cancer Seek:
- Broader Scope: The inclusion of whole exome sequencing (WES) allows for higher flexibility in adding emerging biomarkers compared to hotspot-based assays like Oncomine Dx Target Test.
- Advanced Bioinformatics: Use of synthetic RNA/DNA differentiation during library preparation enables RNA and DNA processing from the same sample, although RNA is not reported under the current approval【10†source】.
Limitations:
- FFPE Limitation: While comprehensive, MI Cancer Seek does not yet support liquid biopsies, which Guardant360 CDx offers for less invasive sampling.
2. Biomarker Validation Criteria
Criteria | MI Cancer Seek | FoundationOne CDx | Guardant360 CDx | Oncomine Dx Target Test |
---|---|---|---|---|
Analytical Validation | ≥100x read depth; ≥16 billion reads per run; ≤1% error rate | ≥500x for hotspot regions; stringent quality metrics | ≥5000x (cfDNA); highly sensitive for low VAFs | ≥500x for hotspot regions |
Clinical Validation | CDx biomarkers tied to therapies; evidence-based profiling | CDx biomarkers and investigational markers | CDx biomarkers and select investigational markers | CDx biomarkers only |
Biomarker Types | SNVs, indels, CNAs (ERBB2), TMB, MSI | SNVs, indels, CNAs, MSI, TMB | SNVs, indels, CNAs, MSI | SNVs, CNAs, fusions |
Companion Diagnostic Ties | Therapies for breast cancer, colorectal cancer, NSCLC, melanoma | Similar breadth with additional rare cancers | Primarily NSCLC, breast cancer, and urothelial carcinoma | Limited; specific to NSCLC |
Strengths of MI Cancer Seek:
- High Biomarker Sensitivity: The inclusion of MSI, TMB, and specific CNAs (e.g., ERBB2 in breast cancer) reflects advanced tumor profiling capabilities【10†source】【11†source】.
- Emerging Evidence Layer: Reporting Level 3 biomarkers supports exploratory research and clinical trials.
Limitations:
- Narrow Clinical Implementation: While broadly validated, MI Cancer Seek's clinical utility depends on centralized testing at the Caris lab, unlike decentralized kits like Oncomine Dx Target Test.
3. Clinical Applications
Feature | MI Cancer Seek | FoundationOne CDx | Guardant360 CDx | Oncomine Dx Target Test |
---|---|---|---|---|
Therapies Supported | 15+ targeted therapies | 30+ targeted therapies | 10+ targeted therapies | Limited set for NSCLC |
Turnaround Time | 10-14 days | ~2 weeks | 7 days | ~5 days |
Specimen Type | FFPE only | FFPE only | Plasma (cfDNA) | FFPE only |
MSI and TMB Assessment | Comprehensive | Comprehensive | MSI only | Not included |
Strengths of MI Cancer Seek:
- Companion Diagnostic Integration: Direct linkage to therapies like PIQRAY® (alpelisib) for PIK3CA mutations and KEYTRUDA® (pembrolizumab) for MSI-H tumors【8†source】【10†source】.
- Tumor Profiling Depth: Enhanced by whole exome sequencing and comprehensive TMB calculations.
Limitations:
- Restricted Access: Centralized testing limits availability, contrasting with the Guardant360 CDx liquid biopsy model, which offers decentralized and patient-friendly access.
Summary of Key Differentiators
- Bioinformatics Sophistication: MI Cancer Seek leads in data handling with whole exome capabilities and RNA/DNA integration.
- Comprehensive Biomarker Profile: It incorporates advanced profiling (TMB, MSI, CNAs) unmatched by some competitors like Oncomine Dx Target Test.
- Centralized Workflow: While this ensures control and consistency, it limits patient access compared to models like Guardant360 CDx.
Would you like further detail on clinical validation examples for specific biomarkers (e.g., MSI or PIK3CA mutations) or an analysis of the implications of centralized versus decentralized testing models?