Oncofusion

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Experimentspeculative confidence 1 of 5: Our own inference or analogy. Not shown to be true.Q46-cooperating-lesions

Track the sub-1% cooperating-lesion clones through menin inhibition, because nobody has measured what the drug selects for

also called duplex MRD of RAS and FLT3 subclones under revumenib · does menin inhibition select the RAS-mutant clone?

A menin inhibitor is now approved for this leukaemia, and drug-resistant cells making up less than one cell in three hundred at diagnosis are known to grow back after chemotherapy. Nobody has checked which of those hidden cells a menin inhibitor spares. This experiment does that by sequencing the same patient's samples very deeply, before, during and after treatment.

The same thing, for a scientist

**The gap.** Duplex sequencing has shown that infant and childhood KMT2A-rearranged ALL carries drug-resistant clones - NRAS G13D/G12S, FLT3 D835H - at **0.06% to 0.34% of diagnostic cells** that expand at relapse after conventional chemotherapy, and that the relapse clone persists as a minor subclone throughout treatment before expanding in the last month of disease [E1]. Separately, menin inhibitors are now in use in KMT2A-rearranged leukaemia, and the two published investigations of resistance in KMT2A::AFF1 implicate **KMT2C/D** and unexplained upfront resistance, with emergent RAS and TP53 comutations explicitly **not sufficient** to cause resistance in vitro [E2]. **No study has measured what menin inhibition does to the sub-1% cooperating-lesion reservoir in a patient.** That is a strange gap, because the theoretical concern is specific and testable: menin inhibition acts on the fusion's transcriptional programme, and a RAS-mutant subclone has an alternative proliferative input. If any clone is positioned to survive menin inhibition, it is that one. **Design.** Serial sampling of patients receiving a menin inhibitor for KMT2A-rearranged acute leukaemia - within an existing trial or an expanded-access cohort - with targeted duplex sequencing of KRAS, NRAS, PTPN11, NF1, FLT3, PIK3CA, PIK3R1, TP53, IKZF1 and **MEN1** at baseline, at each response assessment, and at progression. Fusion-quantified MRD in parallel at every timepoint to give a leukaemic denominator. **Primary readout.** The trajectory of each variant's **cellular prevalence among leukaemic cells** across timepoints, not its raw allele fraction. A clone that holds constant as a fraction of a shrinking leukaemia is being spared; a clone that rises as a fraction is being selected; a clone that falls with the bulk is being killed. These are three different clinical situations that a single post-treatment genotype cannot distinguish, which is why the serial design is the whole experiment. **MEN1 is on the panel deliberately.** MEN1 point mutations are the canonical on-target menin-inhibitor resistance mechanism, and including them lets the study answer whether cooperating-lesion selection and on-target resistance are alternative routes or co-occur.

Go deeper
What each possible result would mean
resultinterpretationconsequence
RAS-mutant clones rise in cellular prevalence under menin inhibitionthe drug selects for signalling-independent escapethe case for an upfront MEK or SHP2 combination strengthens sharply, and would be the first patient-level evidence for it
RAS clones fall with the bulkthe fusion programme is required even in RAS-mutant cellssupports menin monotherapy; weakens the combination rationale that the one published in-vivo test already failed to support on survival
RAS clones hold constant while the bulk fallsa spared but not expanding reservoirargues for maintenance or consolidation strategy rather than combination
MEN1 mutations appear and RAS clones do not moveon-target resistance dominatesthe cooperating-lesion question is a distraction and the graph should say so
nothing detectable moves and relapse occurs anywayresistance is epigenomicconsistent with the KMT2C/D observation and with the finding that comutations were insufficient in vitro; genotype-guided combination is the wrong frame entirely

Every row is informative, which is unusual and is the main argument for running it.

Why this is achievable without a new trial

Menin inhibitors are in clinical use in KMT2A-rearranged acute leukaemia and serial marrow sampling is already protocol-mandated for response assessment in every menin-inhibitor study. The additional requirement is DNA from timepoints that are already collected, plus a duplex panel that the Lund group has already built and run in this exact disease 1.

The binding constraints are not technical:

  • Sample access. Serial marrow DNA from menin-inhibitor-treated patients sits with trial sponsors and consortia, and infant KMT2A-rearranged ALL patients on these agents are few.
  • Input mass. Duplex sequencing consumes molecules to build consensus; a deep-remission marrow may not contain enough leukaemic genomes to estimate a subclone's prevalence. This is not a flaw - a timepoint with too few leukaemic genomes is genuinely uninformative about clone composition and should be reported as such rather than imputed.
  • The denominator. Without fusion-quantified MRD at each timepoint, a falling variant allele fraction is uninterpretable, because it falls whenever the leukaemia falls.
Facts and figures
designSerial-sample correlative study within existing menin-inhibitor trials or expanded-access cohorts in KMT2A-rearranged acute leukaemia. Targeted duplex (error-corrected) sequencing of KRAS, NRAS, PTPN11, NF1, FLT3, PIK3CA, PIK3R1, TP53, IKZF1 and MEN1 at baseline, at each protocol response assessment and at progression, with fusion-quantified MRD at every matched timepoint.
readoutPer-variant cellular prevalence AMONG LEUKAEMIC CELLS across timepoints, classified as selected (rising fraction), spared (constant fraction) or killed (falling with bulk). Secondary: whether MEN1 resistance mutations and cooperating-lesion selection co-occur or are alternatives.
controlsFusion-quantified MRD as the leukaemic denominator at every timepoint; matched germline; pre-specified minimum leukaemic-genome input per timepoint with uninformative timepoints reported as such rather than imputed; where material allows, a transcriptional or chromatin readout on the same timepoints so that an epigenomic resistance mechanism is not misread as a null.
cost tiermed
timeline18-36 months, dependent entirely on sample access from menin-inhibitor-treated cohorts rather than on assay development
statusproposed
prerequisiteaccess to serial marrow DNA from menin-inhibitor-treated KMT2A-rearranged patients, which sits with trial sponsors and consortia
informative in every armtrue
How this could bite us back
  • A positive result - RAS clones selected by menin inhibition - would argue for adding a MEK inhibitor upfront to infants, in a disease where the one in-vivo test of that combination reduced burden without extending survival, and where the only open paediatric MEK protocol excludes children under one year.
  • Finding a 0.1% resistant clone in a patient in remission creates an immediate clinical pressure to act on a measurement whose clinical significance is unestablished, in infants, where the available actions are toxic.
  • A null result would be read as reassurance about menin monotherapy when it may only mean the resistance mechanism is not in the panel; the design must therefore carry a non-genomic readout or its null is uninterpretable.
  • Deep sequencing of remission samples will find variants of uncertain significance in normal haematopoiesis, and in an infant those raise germline and predisposition questions that the consent for a correlative resistance study may not cover.
Still open
  1. Do any menin-inhibitor trials in KMT2A-rearranged leukaemia bank serial marrow DNA with consent permitting deep resequencing? If not, the experiment is blocked for reasons that have nothing to do with science.
  2. How many leukaemic genomes are recoverable from a deep-remission marrow in an infant, and is that enough to estimate a 0.1% subclone?
  3. Should the panel include KMT2C and KMT2D at the DNA level, given that the one mechanistic lead in pretreated KMT2A::AFF1 resistance is their downregulation rather than their mutation?
  4. If cooperating-lesion clones are neither selected nor killed by menin inhibition, what is the right frame for combination design in this disease at all?
Every source behind this entry (3)
  1. E1moderate confidence 3 of 5: One strong study, or several smaller consistent ones.paper

    Targeted duplex sequencing of 20 infants and 7 children with KMT2A-rearranged ALL, including 5 longitudinal and 6 paired relapse sample sets, identified drug-resistant clones carrying NRAS G13D or G12S or FLT3 D835H at 0.06% to 0.34% of diagnostic cells that expanded at relapse, and showed the relapse clone persisting as a minor subclone from diagnosis through treatment before expanding during the last month of disease; 62% of the identified cancer-associated mutations were below the resolution of standard NGS.

    What this evidence cannot show

    27 patients, targeted panel, and the treatment involved was conventional chemotherapy - no patient in that series received a menin inhibitor, which is precisely the gap this experiment addresses. A variant at 0.1% cellular prevalence cannot be assigned to a leukaemic rather than a normal haematopoietic cell by sequencing alone. Abstract read; full text not retrieved for this entry.

    Evidence that argues against this (1)
    • The same study found infants carrying fewer cancer-associated mutations than the older children, so the sub-1% reservoir may be thinner in the infant population this experiment most wants to study - which could make the primary readout unmeasurable in the patients who matter most. Pilheden M et al. 2022
  2. E2moderate confidence 3 of 5: One strong study, or several smaller consistent ones.paper

    In patient-derived xenografts from two patients with multiply relapsed KMT2A::AFF1 ALL who had never received a menin inhibitor, later samples were markedly less menin-inhibitor sensitive than earlier samples from the same patients despite sustained on-target transcriptional effect; emergent RAS-pathway and TP53 comutations were individually not sufficient to induce menin-inhibitor resistance in vitro, with KMT2C/D downregulation implicated in one patient, and the authors conclude that menin inhibitors should be used upfront or in early lines before substantial genomic or epigenomic evolution.

    Upfront menin-inhibitor resistance in multiply pretreated leukemias. · Mahdavi L, Alikarami F, Goodrow H, et al. · Experimental Hematology 2026
    What this evidence cannot show

    Two patients for the serial arm, five PDX models for the sensitivity arm. The targeted genomic analysis is standard-depth, so a sub-1% clone would not have been visible in it - which is the direct motivation for proposing a duplex-depth version. 'Not sufficient in vitro' is a negative in an engineered system. Abstract read; full text not retrieved for this entry.

    Evidence that argues against this (1)
    • If resistance is epigenomic, as the KMT2C/D observation suggests, a duplex sequencing panel will detect nothing and the experiment will return an uninformative null - so the design should be paired with a transcriptional or chromatin readout on the same timepoints wherever material allows. Mahdavi L et al. 2026
  3. E3moderate confidence 3 of 5: One strong study, or several smaller consistent ones.paper

    Combining the menin inhibitor revumenib with the MEK1/2 inhibitor selumetinib in KMT2A-rearranged RAS-pathway-mutant AML was synergistic in vitro and reduced leukaemia burden in PDX models in vivo, but did not improve overall survival compared with menin inhibition alone, and RAS-pathway mutations were present in 43% of AML cases in a 1,750-patient Children's Oncology Group cohort where they predicted lower complete remission, worse survival and early relapse in KMT2A-rearranged AML.

    What this evidence cannot show

    AML rather than infant ALL; PDX models rather than patients; clone-level allele frequencies under treatment are not reported, which is the measurement this experiment proposes. Abstract read; full text not retrieved for this entry.

    Evidence that argues against this (1)
    • That the combination reduced burden without extending survival is compatible with the RAS-mutant clone being neither selected nor the cause of failure - i.e. the null result of the experiment proposed here may already be implicit in that in-vivo data, and the experiment's value is that it would make it explicit and in patients. Scheidegger N et al. 2026
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