Oncofusion

start / graph / ana-unstated-system-mll-af4-spreading-resolved

Analysisestablished confidence 5 of 5: Multiple independent lines of evidence; treated as settled in the field.Q18b-unstated-systems

A caveat that weakened the index fusion, wrongly: the MLL-AF4 spreading deposition is 30 SEM samples plus six other lines, all human

also called GSE83671 provenance · MLL-AF4 spreading cell lines · t(4;11) H3K79 breadth

Two entries hedge the strongest human t(4;11) evidence in this graph with the note that the paper does not name its cell lines. It deposited fifty-nine human samples and they are named in detail - thirty of them are SEM, the infant pro-B line carrying exactly the fusion this project studies.

The same thing, for a scientist

`ana-index-fusion-h3k79-evidence-that-exists` and `mechanism-kmt2a-aff1-dot1l-recruitment-route` both carry the caveat *"the abstract does not name the cell lines, so the breadth of the t(4;11) evidence is not bounded by this citation"* [E1]. GEO series **GSE83671** bounds it precisely. Fifty-nine samples, **all *Homo sapiens***; the submitters annotate cell type at a granularity the abstract never reaches - 38 samples carry `cell type: Paediatric pro B-cell line derived from ALL with t(4;11)(q21;q23) translocation` and 30 carry `cell line: Leukemia cell line; SEM` [E2]. The remaining lines are named with their karyotypes: ML-2 t(6;11), THP-1 t(9;11), KOPN-8 t(11;19), MV4-11 t(4;11), CCRF-CEM t(5;14) and RCH-ACV t(1;19), plus a presentation-ALL patient sample engrafted in mice, cord-blood mononuclear cells and second-trimester fetal bone-marrow mononuclear cells [E2]. **This resolution runs the opposite way to almost every other in this beat**: the unstated system turns out to be the index fusion, in a human paediatric B-lymphoid line, with a DOT1L-inhibitor dose series (DMSO, 0.5, 1 and 2 uM EPZ-5676 for 7 days) and MLL1 and AF4 ChIP [E3]. The caveat was costing the graph confidence it had already earned.

Go deeper
The deposited roster, in the submitters' own words
Cell lineSubmitter's cell-type stringn
SEMPaediatric pro B-cell line derived from ALL with t(4;11)(q21;q23) translocation30
ML-2Adult monocytic cell line derived from AML M4 with t(6;11)(q27;q23) translocation4
THP-1Paediatric monocytic cell line derived from AML M5 with t(9;11)(p21;q23) translocation2
KOPN-8Infant pre B-cell line derived from ALL with t(11;19)(q23;p13) translocation2
MV4-11Paediatric monocytic cell line derived from AML M5 with t(4;11)(q21;q23) translocation2
CCRF-CEMPaediatric immature T-cell line derived from ALL with t(5;14)(q35.1;q32.2)2
RCH-ACVPaediatric pre B-cell line derived from cALL with t(1;19)(q23;p13) translocation2
PDXPresentation ALL patient sample engrafted in mice and harvested from spleen3
Cord bloodMononuclear cells from full-term cord blood2
Fetal BMMononuclear cells from second trimester human fetal bone marrow2

Note what else this buys the graph: the deposition contains primary normal human fetal and cord-blood comparators, which is the correct control tissue for an infant disease and is the kind of arm this project repeatedly finds missing 2.

The correction owed to two entries

Both entries should drop the clause "so the breadth of the t(4;11) evidence is not bounded by this citation" and replace it with the bound the deposition supplies: 30 of 59 deposited samples are SEM, a human paediatric KMT2A::AFF1 pro-B line, and the series additionally spans five other KMT2A-rearranged lines with three different partners, a t(4;11) AML line, two non-KMT2A leukaemia comparators and normal human fetal and cord-blood cells.

This matters beyond bookkeeping. ana-index-fusion-h3k79-evidence-that-exists exists to answer how much H3K79 evidence does this project actually have in its own fusion? An unnecessary hedge on its best citation makes the answer look worse than it is - and the graph's central hypothesis is downstream of that answer.

Facts and figures
scriptnone - GEO accession-display text endpoint
statusrun
result summary59 of 59 deposited samples are human. 30 are SEM (KMT2A::AFF1 paediatric pro-B ALL). The series additionally spans ML-2 t(6;11), THP-1 t(9;11), KOPN-8 t(11;19), MV4-11 t(4;11) AML, CCRF-CEM, RCH-ACV, a presentation-ALL PDX, cord blood and second-trimester fetal bone marrow. This unstated system is the INDEX fusion, not an import.
counts
samples_mouse0.000samples_mouse: 0kmt2a_partners_represented3.000kmt2a_partners_represented: 3normal_human_comparator_s…4.000normal_human_comparator_samples: 4distinct_cell_lines7.000distinct_cell_lines: 7samples_sem30.0samples_sem: 30samples_total59.0samples_total: 59samples_human59.0samples_human: 59
inputs
[
  "PMID 28076791",
  "GSE83671",
  "PMC5263239"
]
counts — the numbers behind the chart
{
  "samples_total": 59,
  "samples_human": 59,
  "samples_mouse": 0,
  "samples_sem": 30,
  "distinct_cell_lines": 7,
  "kmt2a_partners_represented": 3,
  "normal_human_comparator_samples": 4
}
entries affected
[
  "ana-index-fusion-h3k79-evidence-that-exists",
  "mechanism-kmt2a-aff1-dot1l-recruitment-route"
]
import axes
[]
How this could bite us back
  • A seven-day EPZ-5676 exposure conflates direct H3K79 loss with differentiation, so a combination scheduled from this dose series may be scheduling around a secondary effect.
  • SEM dominance cuts both ways: an intervention optimised against spreading domains mapped in one long-cultured line may fail on primary infant blasts whose spreading landscape has never been measured.
  • The deposition's KMT2A-rearranged lines are mostly myeloid (ML-2, THP-1, MV4-11); if a selectivity claim is built by pooling them with SEM, lineage is confounded with partner exactly as it is in the DepMap arm this project already corrected.
Still open
  1. How many of the 30 SEM samples underlie the DOT1L-sensitivity conclusion as opposed to the spreading map? GEO fixes the system but not the sample-to-figure mapping, and the two claims have different strength.
  2. The series contains fetal bone-marrow and cord-blood mononuclear cells. Were those used as the normal comparator for spreading domains, and does the comparison hold at the pro-B stage specifically rather than in bulk mononuclear cells?
Every source behind this entry (3)
  1. E1established confidence 5 of 5: Multiple independent lines of evidence; treated as settled in the field.paper

    The MLL-AF4 spreading paper reports that MLL-AF4 binding sites distinct from super-enhancers govern sensitivity to DOT1L inhibition, and its abstract does not name the cell lines used.

    MLL-AF4 Spreading Identifies Binding Sites that Are Distinct from Super-Enhancers and that Govern Sensitivity to DOT1L Inhibition in Leukemia. · Kerry J, Godfrey L, Repapi E, Tapia M, Blackledge NP, Ma H, Ballabio E, O'Byrne S, Ponthan F, Heidenreich O, Roy A, Roberts I, Konopleva M, Klose RJ, Geng H, Milne TA · Cell Rep 2017
    What this evidence cannot show

    Identifiers taken from the NCBI esummary record fetched on 2026-09-19. Full text was read from Europe PMC PMC5263239 (open access); it names MLL-AF4 184 times and SEM 36 times, consistent with the deposition. The claim here is about the abstract, which is where the graph's caveat was anchored.

    Evidence that argues against this (1)
    • A SEM-dominated deposition is not automatically representative of t(4;11) disease: SEM is a relapse-derived line adapted to culture for decades, and the same laboratory's own PDX and primary arms are a small minority of the samples, so line-level findings still need patient-level confirmation. Greil J et al. 1994
  2. E2established confidence 5 of 5: Multiple independent lines of evidence; treated as settled in the field.dataset

    GEO series GSE83671 contains 59 Homo sapiens samples annotated by cell line and karyotype, of which 30 are SEM and 38 carry the cell-type string 'Paediatric pro B-cell line derived from ALL with t(4;11)(q21;q23) translocation', alongside ML-2, THP-1, KOPN-8, MV4-11, CCRF-CEM and RCH-ACV, a presentation-ALL xenograft, cord-blood and second-trimester fetal bone-marrow mononuclear cells.

    What this evidence cannot show

    Read on 2026-09-19 from the GEO accession-display text endpoint and tallied by characteristic string. Submitter-entered. The counts of the cell-type and cell-line strings differ (38 versus 30) because some samples carry one field and not the other, so 30 is the conservative SEM count and 38 the count of samples the submitters describe as the t(4;11) pro-B line. Sample-to-figure mapping is not recoverable from GEO.

    Evidence that argues against this (1)
    • Cell-line strings in GEO are submitter-entered and uncurated across depositions generally, so even an unusually well-annotated series like this one records what the submitters believe their cells to be rather than an authenticated identity. Rogic S et al. 2026
  3. E3established confidence 5 of 5: Multiple independent lines of evidence; treated as settled in the field.dataset

    The deposition includes an EPZ-5676 dose series (DMSO, 0.5, 1 and 2 uM for 7 days, three samples each) and ChIP for MLL1 (Bethyl A300-086A, 7 samples), AF4 (Abcam ab31812, 3 samples) and H3K36me3, together with nascent-RNA samples.

    What this evidence cannot show

    Treatment and antibody characteristics read on 2026-09-19. A seven-day EPZ-5676 exposure is long enough that secondary and differentiation effects are inseparable from direct H3K79 loss; the deposition contains no short-exposure arm. The antibody lots are not recorded for every sample.

    Evidence that argues against this (1)
    • DOT1L inhibition in KMT2A-rearranged cells acts partly through enhancer-promoter contacts at loci such as PROM1/CD133 rather than solely through fusion-bound spreading domains, so a spreading-centric reading of the dose series may attribute to the fusion what belongs to genome-wide H3K79 loss. Godfrey L et al. 2021
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