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Showing posts with label NCCN Guidelines. Show all posts
Showing posts with label NCCN Guidelines. Show all posts

Wednesday, August 12, 2026

Broad Genomic Profiling in Metastatic Cancer: Why Are So Many Eligible Patients Still Missing It?

 

GENOMICS IN PRACTICE

Broad Genomic Profiling in Metastatic Cancer: Why Are So Many Eligible Patients Still Missing It?

A new JAMA Oncology cohort study puts a number on a gap NPs see every day in oncology and primary care follow-up.

CLINICAL BOTTOM LINE

Only about 1 in 5 privately insured patients with newly diagnosed metastatic cancer received broad genomic profiling (BGP) up front, and even in cancers where testing is unequivocally guideline-recommended, uptake topped out under 50%. Older age, frailty, female gender identity, and living outside the Northeast were all independently associated with lower odds of testing. For NPs managing oncology patients, or fielding "has this been done yet?" questions in primary care, this is a call to build genomic testing checks into your own workflow rather than assuming it's been handled.

 

The Study, in Brief

Researchers from Yale and colleagues used a novel claims-based algorithm to identify BGP use in the Blue Cross Blue Shield Axis database, a nationwide administrative claims dataset. They followed 51,908 privately insured adults aged 30 and older who were newly diagnosed with one of the 10 most common metastatic solid tumors between January 2020 and June 2022.

Because BGP does not have one single, universal billing code, the team built an algorithm around BGP-specific codes, "stacked" panels of 10 or more single-gene test codes billed together, and unspecified molecular testing codes billed at $2,000 or more, then checked results against the contemporaneous NCCN testing guidance for each cancer type.

What They Found

     Overall BGP use was 20.3% across the full cohort of newly diagnosed metastatic cancers.

     Use rose over the study period, from 15.1% of patients in 2020 to 24.3% in 2022 — real progress, but still leaving roughly three-quarters of patients untested by 2022.

     Pancreatic cancer saw the largest jump in testing, gaining 21.7 percentage points, though pancreatic adenocarcinoma still carries a guideline recommendation for BGP.

     Among cancers where BGP is explicitly guideline-recommended, use ranged from 49.0% in metastatic lung cancer down to just 8.8% in metastatic breast cancer — meaning even the best-performing guideline-recommended group left roughly half of eligible patients untested.

     Among cancers with equivocal recommendations, use ranged from 36.1% in colorectal cancer to 3.7% in thyroid cancer.

     On multivariable analysis, patients were significantly less likely to receive BGP if they were older, met claims-based frailty criteria, self-reported female gender identity, or lived outside the Northeast census region.

Why This Matters at the Bedside

BGP (sometimes called comprehensive genomic profiling or broad-panel next-generation sequencing, NGS) looks across dozens to hundreds of genes in a tumor sample at once, rather than testing one gene at a time. For cancers like non-small cell lung cancer, identifying an actionable alteration (EGFR, ALK, ROS1, and others) up front can change first-line therapy entirely, sparing a patient a round of chemotherapy that was never going to be the best fit. When testing is delayed, skipped, or done piecemeal, patients can end up starting broad chemotherapy before a targeted option is ever identified — or never having that option surfaced at all.

NPs are often the clinician who orders the actual test in oncology and hematology-oncology practices, and just as often the one who notices a gap when a patient with metastatic disease shows up for a wellness visit, symptom management, or supportive care and there is no genomic testing anywhere in the chart. Either way, this study is a reminder that guideline-recommended does not mean reliably done, and that a routine check of whether BGP has occurred is a meaningful, low-cost intervention.

CASE FROM PRACTICE

A 68-year-old woman with newly diagnosed metastatic pancreatic adenocarcinoma is referred to your primary care NP practice for symptom management while she awaits her first oncology appointment. Reviewing the chart, you notice imaging and staging are complete, but there is no mention of molecular or genomic testing anywhere in the records.

Consistent with the disparities this study identified — older age and, often, delays tied to frailty and comorbidity burden — this is exactly the patient profile least likely to have BGP ordered promptly. A brief note to the oncology team flagging that BGP/NGS status should be confirmed before treatment planning finalizes can close a gap before it costs the patient a targeted-therapy option.

 

Reading the Data With Appropriate Caution

A NOTE ON THE NUANCE

This was a retrospective, claims-based study of privately insured patients only — it does not capture Medicaid, uninsured, or (apart from a Medicare Advantage subgroup) traditional Medicare populations, all groups that may face different or greater testing barriers.

Race and ethnicity data were excluded due to high rates of missingness in the claims dataset, so this analysis cannot speak to racial or ethnic disparities in BGP access, which prior literature suggests are also significant.

The algorithm identifies billed testing, not confirmed receipt of results or their use in treatment decisions, and the study did not assess downstream outcomes such as whether identified alterations changed therapy or improved survival.

Findings reflect histologic subtypes with the most established guidance (e.g., nonsquamous NSCLC, cutaneous melanoma, pancreatic adenocarcinoma) and may not generalize evenly across all subtypes within a cancer type.

 

Board & Practice Prep

A few concepts worth locking in, whether you're prepping for certification or just tightening up oncology-adjacent practice:

     Broad genomic profiling (BGP) / comprehensive genomic profiling: multi-gene, panel-based tumor testing (often 50–500+ genes), distinct from single-gene testing or narrow hotspot panels.

     NCCN guidance tiers testing recommendations by cancer type as recommended, useful in certain contexts, or not routinely indicated — know that "guideline-recommended" varies by histologic subtype, not just cancer type.

     Actionable alterations in metastatic NSCLC (EGFR, ALK, ROS1, BRAF, MET, RET, NTRK, KRAS G12C) are the classic board-exam example of why upfront BGP changes first-line treatment selection.

     Claims-based frailty indices (e.g., the Kim Frailty Index used in this study) are increasingly used in health services research to identify vulnerable subgroups even without a formal geriatric assessment on the chart.

     Disparities in cancer biomarker testing are a recurring theme across the literature: age, frailty, gender, geography, insurance type, and (where measurable) race/ethnicity have all been independently associated with lower testing rates.

The Takeaway

Guideline recommendations for genomic testing in metastatic cancer are only as good as their real-world uptake — and right now, that uptake is well under half even for the strongest recommendations. NPs sit at multiple points in this pathway: ordering the test, coordinating with oncology, or simply being the clinician who asks the question. A quick chart check for BGP/NGS status in any patient with newly diagnosed metastatic disease costs little and may be the difference between a patient receiving a targeted therapy and never being offered the chance.

Reference

Wang X, Rothen J, Huang S, et al. Adoption of broad genomic profiling in patients with cancer. JAMA Oncol. 2025;11(6):666-668. doi:10.1001/jamaoncol.2025.0499

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