The IDH1 inhibitor olutasidenib demonstrates a much longer duration of response than ivosidenib. One hypothesis is that olutasidenib's weaker affinity for wild-type IDH1 makes it a more selective inhibitor of the mutant protein, leading to more durable disease control.

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Menin inhibitors achieve high rates of MRD-negative remissions. However, the median duration is very short (4-6 months), suggesting current MRD assays may not adequately capture residual disease and that "MRD negativity" is not a reliable predictor of long-term benefit for this drug class.

The drug's wide safety window is not just a separate benefit; it enables higher doses without toxicity. This increased dosage leads to better target coverage and potency, resulting in efficacy rates that are double the previous best. The improved safety profile is the direct cause of the enhanced efficacy.

Step Pharma's synthetic lethality approach targets two redundant enzymes in the same pathway. Deleting one makes cancer cells entirely dependent on the other. This direct dependency is harder for biology to circumvent compared to approaches targeting different, interconnected pathways, creating a "cleaner" kill mechanism.

The FLAG-IDA plus venetoclax regimen achieves very high MRD-negative remission rates. However, its similar efficacy in both frontline and first salvage settings suggests it might be more strategically deployed as a salvage therapy, avoiding its high toxicity in all patients upfront.

While quizartinib's benefit is less pronounced in AML patients over 60, a specific genomic signature—the co-occurrence of FLT3-ITD, NPM1, and DNMT3A mutations—identifies a subset of older patients who derive a significant survival benefit, challenging age-based treatment decisions.

Rather than moving through distinct lines of therapy, a future strategy could involve an "ADC switch." When a patient progresses on an ADC-IO combination, the IO backbone would remain while the ADC is swapped for one with a different, non-cross-resistant mechanism, adapting the treatment in real-time.

The Spanish KIWI trial showed a surprising survival benefit for quizartinib in FLT3-ITD negative AML. The benefit was greatest in patients with NPM1 and DNMT3A mutations, suggesting the drug's efficacy extends beyond its primary target through other mechanisms.

A key advantage of the FLT3 inhibitor quizartinib over midostaurin is its demonstrated survival benefit in FLT3-ITD positive AML patients who do not proceed to an allogeneic transplant in their first remission. This makes it a more robust upfront option for a broader patient group.

Unlike VEGF TKIs that primarily target the tumor vasculature, the HIF-2 inhibitor belzutifan has a direct anti-tumor cell effect. This mechanism may be uniquely effective against micrometastatic disease, following the logic of traditional chemotherapy. This distinction could explain its surprising success in the adjuvant setting where multiple VEGF TKIs have failed.

TP53-mutated AML carries an extremely poor prognosis, significantly worse than other adverse-risk subtypes. When TP53 patients are excluded from analyses, the survival gap between the remaining adverse-risk and intermediate-risk patients narrows considerably, clarifying risk stratification.