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DNA-based NGS can fail to detect clinically actionable fusions in NSCLC due to assay design limitations (low sensitivity). It can also report fusions of unclear significance (low specificity). Integrating RNA-based NGS is critical to reliably identify true driver fusions and clarify ambiguous DNA findings.

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Relying solely on Next-Generation Sequencing (NGS) is insufficient for HER2 testing in biliary tract cancers. Data shows NGS misses up to 15% of patients with HER2 overexpression detected by immunohistochemistry (IHC). Performing both tests is essential to avoid denying patients effective targeted therapies.

Effective treatment of HER2-driven NSCLC requires more than just identifying mutations. HER2 is a multiplexed biomarker where both genetic mutations (TKD and non-TKD) and protein overexpression (via IHC) are independently actionable. Comprehensive testing is crucial to ensure patients are eligible for the full range of available targeted therapies, including TKIs and ADCs.

While liquid biopsies are a valuable, less invasive tool, a negative result is inconclusive for ruling out actionable mutations in NSCLC. It may simply mean the tumor isn't shedding enough DNA. Therefore, a negative liquid biopsy should never be the final word; it must be followed by a tissue biopsy to ensure patients don't miss out on targeted therapies.

In community SCLC care, molecular strategies are not monolithic. Genomic alteration testing (NGS) is ready for immediate use and can identify targets today. In contrast, neuroendocrine subtyping is still investigational and not yet clinically actionable, pending results from research studies.

Clinicians ordering "NGS for lung" often misunderstand that Next-Generation Sequencing alone does not cover all actionable biomarkers, such as PD-L1 or HER2. This requires pathologists to interpret the clinician's intent and order a more comprehensive and appropriate test panel.

To integrate RNA sequencing, labs can use a sequential workflow (DNA-NGS first, then RNA-NGS on driver-negative cases), which is cost-effective but slower. Alternatively, upfront co-testing is faster and decision-free but more expensive and may be unnecessary for patients with common DNA-level drivers.

The original Signatera assay used 16 personalized probes based on whole-exome sequencing to find ctDNA. The next-generation version, based on whole-genome sequencing, expands this to 64 probes. This is expected to significantly increase sensitivity, detect molecular relapse earlier, and provide a longer window for clinical intervention.

For post-progression biopsies, which are often small and contain necrotic tissue, institutions may prioritize DNA-based NGS panels. This strategy is based on the rationale that most resistance mechanisms are genetic mutations detectable by DNA sequencing, reserving RNA panels primarily for identifying less common fusion events.

For critical driver mutations like ROS1 and ALK fusions, relying solely on DNA-based Next-Generation Sequencing (NGS) is insufficient. A study showed that a significant portion of these fusions are only detectable via RNA sequencing. Clinicians must verify that RNA analysis was included in NGS reports to avoid missing effective targeted therapies for one in five potential patients.

Hematologic cancers often have a single, common genetic marker per disease, enabling MRD detection with simple PCR for decades. Solid tumors are genetically diverse, lacking a universal marker. This required developing personalized, multi-probe assays like Signatera to track unique mutations, explaining the field's more recent progress.