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When an HRD test is inconclusive due to insufficient tumor tissue after neoadjuvant chemotherapy, it can paradoxically indicate a very strong response to treatment and high platinum sensitivity, as there is little to no residual tumor to analyze.

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Standard RECIST criteria can misclassify a significant response as "stable disease." A desmoid tumor can shrink dramatically in volume (from a "softball" to a "pencil") but maintain its length, showing no change by RECIST. This suggests clinicians are likely underestimating the true benefit of therapies.

A major diagnostic challenge in bladder-sparing therapy for T4 tumors is the "fibrotic scar." When a large tumor responds to therapy, it leaves behind fibrotic tissue that is indistinguishable from residual cancer on an MRI, making it nearly impossible to confirm a true complete response.

The traditional six-month timeframe for defining platinum sensitivity is being challenged. A growing theory suggests that tumors progressing while on a PARP inhibitor have a distinct biology that responds poorly to subsequent platinum, indicating a potential need to move directly to therapies like ADCs.

Hormone receptor-positive (HR+) HER2+ breast cancers often show lower rates of pathologic complete response (pCR) to pre-surgical therapy. This is due to their slower-growing biology, not treatment ineffectiveness. Clinicians should recognize this nuance and not assume a worse prognosis based on pCR alone in this subtype.

Real-world data shows that in platinum-sensitive ovarian cancer patients who have progressed on PARP inhibitors, subsequent platinum-based chemotherapy has a surprisingly low response rate of only 20%. This quantifies a significant opportunity for highly active ADCs to potentially replace platinum in this growing patient population.

In neoadjuvant therapy, a patient's long-term outcome is better predicted by stopping tumor DNA shedding (ctDNA clearance) than by achieving pathologic complete response (pCR), the traditional gold standard. This redefines what constitutes a successful treatment response before surgery.

For HRD-positive ovarian cancer, a strong initial response to platinum chemotherapy may justify using a PARP inhibitor alone for maintenance. A weaker response, however, suggests adding bevacizumab for a potentially greater benefit, using clinical response as a key decision-making tool.

The interpretation of ctDNA is context-dependent. Unlike in the adjuvant setting, in the neoadjuvant setting, remaining ctDNA positive post-treatment signifies that the current therapy has failed. These high-risk patients need a different therapeutic approach, not an extension of the ineffective one.

The initial broad enthusiasm for PARP inhibitors in ovarian cancer has been refined. New data confirms a lack of overall survival improvement for patients with HRD-negative (or HR proficient) tumors, pushing clinicians toward a precision medicine approach where these drugs are reserved for patients with BRCA mutations or HRD-positive disease who are most likely to benefit.

A contrarian viewpoint, dubbed the "Gillison Paradox," argues that patients achieving a complete response are precisely the ones who should receive more therapy. Their strong response indicates drug sensitivity, making it logical to continue treatment to eradicate any remaining micrometastatic disease, rather than de-escalating.