Oncofusion

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Analysisstrong confidence 4 of 5: Replicated in peer-reviewed work by more than one group.Q24-reciprocal-product

Enumeration of the reciprocal KMT2A fusion literature: what was searched, found, rejected and could not be read

also called Q24 enumeration · reciprocal product literature sweep · AF4-MLL search audit

A record of exactly which searches were run for this topic, what came back, which papers were looked at and set aside and why, and which could not be read at all - so that anyone repeating this in a year repeats the decisions and not just the searches.

The same thing, for a scientist

The reciprocal KMT2A fusion literature is small, alias-dominated and concentrated in one laboratory. Eleven alias queries run on 2026-09-19 give: `AF4-MLL` 50, `AF4.MLL` 50, `MLL-AF4 reciprocal` 18, `reciprocal MLL fusion` 84, `reciprocal KMT2A fusion` 58, `reciprocal MLL fusion protein` 80, `AFF1-KMT2A` 2, `AFF1::KMT2A` 2, `AF9-MLL` 29, `ENL-MLL` 12, `AF6-MLL` 1, `MLLT1-KMT2A` 0, `MLLT10-KMT2A` 0, `AF10-MLL` 0, `AF17-MLL` 0, `ELL-MLL` 0 [E1]. The current-symbol spellings return essentially nothing: **`AFF1-KMT2A` returns 2 records against `AF4-MLL`'s 50, a 25-fold recall loss**, so an enumeration keyed to HGNC symbols would have concluded this topic barely exists. Sixteen papers were read and cited across this beat; eight on-beat-looking papers were read and rejected, each with its overturning condition recorded below; two are unreadable by all four routes. The single largest structural feature of the field is laboratory concentration: of the papers carrying the reciprocal product's biology, the great majority come from the Marschalek group in Frankfurt, and the principal independent contributions are the Kumar/Hess knockdown, the Menendez/Bueno developmental and xenograft work, and the Milne/Wilkinson RUNX1 study.

Go deeper
Queries and counts, run 2026-09-191 deeper
queryrecords
AF4-MLL50
AF4.MLL50
AF4-MLL AND leukemia49
MLL-AF4 reciprocal18
reciprocal MLL fusion84
reciprocal MLL fusion protein80
reciprocal KMT2A fusion58
AFF1-KMT2A2
AFF1::KMT2A2
A4M fusion leukemia3
AF9-MLL29
ENL-MLL12
AF6-MLL1
MLLT3-KMT2A2
MLLT1-KMT2A0
MLLT10-KMT2A0
AF10-MLL0
AF17-MLL0
ELL-MLL0
menin inhibitor AND AF4-MLL0
AF4-MLL AND menin0

The retired-symbol rule applies here as hard as anywhere in this project: the modern spelling is the one that fails.

A correction to this project's standing rule 41 on `der(n)`

The standing rule says any PubMed query containing der(n) is broken. Measured directly on 2026-09-19 2, that is too strong and in a way that matters:

queryrecords
der(4)237
der(4) leukemia30
der(4) AND leukemia30
der(11) leukemia74
AF4-MLL OR der(4)286
(der(4)) AND leukemia0
(leukemia) AND der(4)0
der(4) AND (leukemia)0
(AF4-MLL OR der(4)) AND leukemia0
(AF4-MLL OR der(11)) AND leukemia0
(AF4-MLL OR AF9-MLL) AND leukemia70
(AF4-MLL OR MLL-AF4) AND leukemia394

A der(n) token is usable on its own and with a bare AND. It returns a clean zero as soon as the query contains any explicit parenthesis anywhere - including a redundant one around an unrelated term. The control rows show the parentheses themselves are fine when no der(n) is present. So the rule should read: never put a der(n) token in a query that also contains explicit parentheses, and the failure is silent with "No items found.".

Bounded rejections - papers that look on-beat and were set aside, with what would overturn each

PMID 37726322, Effects of low-dose ionizing radiation on genomic instability in interventional radiology workers (Sci Rep 2023). Returned by AF4-MLL. Rejected: occupational biodosimetry in healthy adults, not leukaemia biology. Overturned if it reports AF4-MLL or der(4) junction frequencies in healthy individuals, which would bear directly on this graph's prenatal-origin and translocation-frequency entries.

PMID 26856288, Frequency and clinical impact of ETV6/RUNX1, AF4-MLL, and BCR/ABL fusion genes (Niger J Clin Pract 2016). Rejected: uses 'AF4-MLL' as a loose name for the t(4;11) fusion generally, a common usage that does not indicate reciprocal detection. Overturned if its methods specify a reciprocal-junction assay, in which case it is a second, independent frequency cohort - and this beat has only one.

PMID 25510485, Evidence-based RT-PCR methods for the detection of the 8 most common MLL aberrations (Leuk Res 2015). Rejected as methodological. Overturned if it contains reciprocal-junction primers, because it would then be the validated assay backbone for the paired diagnosis-relapse study this beat identifies as the field's largest missing measurement.

PMID 22931641 / 22931658 / 24602728 / 21129247, multiplex nested RT-PCR panels (Chinese-language journals). Rejected as diagnostic panel development. Overturned if any panel includes a reciprocal junction and reports its positivity rate, which would be an independent frequency estimate from a non-European population.

PMID 24817983, therapy-related B-ALL with t(4;11) after mantle cell lymphoma treatment. Rejected: single case, no reciprocal analysis. Overturned if the case reports reciprocal status - a therapy-related t(4;11) would be a useful contrast to the prenatal infant disease.

PMID 27856324, MLL-AF4 binds directly to a BCL-2 specific enhancer (Exp Hematol 2017). Rejected: direct product only. Overturned if the ChIP reagent used cannot distinguish the reciprocal product, which would make its occupancy calls ambiguous in the same way the anti-MLL-C studies are.

PMID 20362031, Activation of Ras-dependent Elk-1 activity by MLL-AF4 family fusion oncoproteins (Exp Hematol 2010). Rejected: assays MLL-AF4, MLL-AF5q31 and MLL-LAF4, all direct products. Overturned if anyone tests the reciprocal product in the same Elk-1 reporter, since RAS pathway activation is the one recurrent secondary lesion in this disease.

PMID 35468859, MLL-AF4 and a murinized pSer-variant thereof are turning on the nucleolar stress pathway (Cell Biosci 2022). Read and deliberately not cited in a dedicated entry, which is a different category from rejection: it reports that AF4-MLL cooperates at the molecular level with human MLL-AF4 but not with the murinized pSer variant, which is a direct and unused argument that murine-humanised MLL-Af4 models are not reciprocal-competent. It belongs in a future entry on model-system validity and this beat ran out of scope, not out of interest.

Bounded unreadables - all four routes failed

PMID 20952059, Sanders DS, Muntean AG, Hess JL, Significance of AF4-MLL reciprocal fusion in t(4;11) leukemias?, Leuk Res 2011. The title asserts a question about exactly this beat's subject from an independent and authoritative group. PubMed returns no abstract; Europe PMC resultType=core returns no pmcid, so routes 2, 3 and 4 have nothing to address 3. Confidence weak, and this entry does not state what the commentary argues.

PMID 21277021, Kumar AR et al., Authors' comments: t(4;11) leukemias display addiction to MLL-AF4 but not to AF4-MLL, Leuk Res 2011. Same result: no abstract, no PMCID, all four routes fail 3. Both are cited elsewhere in this beat only for the fact that a formal exchange occurred, never for content.

These two are the single most annoying gap in the beat, because together they are the field's only explicit published debate about whether the reciprocal product matters, and neither half can be read from any free route.

Read at abstract level only

Two papers were read in full text: 34489550 via Europe PMC fullTextXML (PMC8530991, 40,194 characters) and 37019990 likewise (PMC10169636, 86,330 characters). Reading the second changed the beat materially and is the clearest argument in this entry for reading rather than abstracting. Three things were in the body and in no abstract: the exact spliced-fusion counts across ten partners including AFF1 at 1 of 1,262, which establishes that t(4;11) has effectively no spliced-fusion class; the KMT2A* protein - a 5'-truncated KMT2A from a gene-internal promoter upstream of exon 12 that the authors state cannot bind menin, LEDGF or MYB while retaining all enzymatic function - which became an entry of its own and is the largest menin-blind KMT2A species this graph has; and the statement that breakpoints upstream of exon 11 leave PHD domain I intact on the reciprocal side while breaks within or downstream of exon 11 impair CYP33 binding and PHD1 homodimerisation, together with the observation that ALL breakpoint preference switches from intron 11 to intron 9 at about 6 months of age.

PMIDs 17130830, 15221006, 21233834, 22570686, 26329759, 25402609, 20869771, 17410185, 25016062, 16983345 and 32294539 were used from abstracts; every numeric claim taken from an abstract is marked as such in its caveat. The two that most deserve full-text reading next are 17410185 (the genomic structure of reciprocal-negative t(4;11), whose n is not in the abstract) and 21030982 (the sixteen complex constituents, named only by activity class in the abstract). 30679323 is open access in PMC and its HOXA-by-reciprocal cross-tabulation should be read before that collinearity is leaned on further.

Facts and figures
statusrun
result summary19 papers cited across 24 entries; 8 bounded rejections recorded with overturning conditions; 2 confirmed unreadable by all four routes; 2 read in full text, one of which yielded a whole new entry (KMT2A*); current HGNC spellings give 25-fold worse recall than the retired symbols; standing rule 41 on der(n) narrowed to der(n)-plus-any-parenthesis.
alias counts 2026 09 19
MLLT1-KMT2A0.000MLLT1-KMT2A: 0MLLT10-KMT2A0.000MLLT10-KMT2A: 0AF10-MLL0.000AF10-MLL: 0AF17-MLL0.000AF17-MLL: 0ELL-MLL0.000ELL-MLL: 0AF6-MLL1.000AF6-MLL: 1AFF1-KMT2A2.000AFF1-KMT2A: 2AFF1::KMT2A2.000AFF1::KMT2A: 2MLLT3-KMT2A2.000MLLT3-KMT2A: 2A4M fusion leukemia3.000A4M fusion leukemia: 3ENL-MLL12.0ENL-MLL: 12MLL-AF4 reciprocal18.0MLL-AF4 reciprocal: 18AF9-MLL29.0AF9-MLL: 29AF4-MLL AND leukemia49.0AF4-MLL AND leukemia: 49AF4-MLL50.0AF4-MLL: 50AF4.MLL50.0AF4.MLL: 50reciprocal KMT2A fusion58.0reciprocal KMT2A fusion: 58reciprocal MLL fusion pro…80.0reciprocal MLL fusion protein: 80reciprocal MLL fusion84.0reciprocal MLL fusion: 84
der n parser probe
(der(4)) AND leukemia0.000(der(4)) AND leukemia: 0(leukemia) AND der(4)0.000(leukemia) AND der(4): 0der(4) AND (leukemia)0.000der(4) AND (leukemia): 0(AF4-MLL OR der(4)) AND l…0.000(AF4-MLL OR der(4)) AND leukemia: 0(AF4-MLL OR der(11)) AND …0.000(AF4-MLL OR der(11)) AND leukemia: 0der(4) leukemia30.0der(4) leukemia: 30der(4) AND leukemia30.0der(4) AND leukemia: 30(AF4-MLL OR AF9-MLL) AND …70.0(AF4-MLL OR AF9-MLL) AND leukemia: 70der(11) leukemia74.0der(11) leukemia: 74der(4)237.0der(4): 237AF4-MLL OR der(4)286.0AF4-MLL OR der(4): 286(AF4-MLL OR MLL-AF4) AND …394.0(AF4-MLL OR MLL-AF4) AND leukemia: 394
inputs
[
  "PubMed E-utilities esearch",
  "Europe PMC REST core + fullTextXML",
  "NCBI efetch db=pmc",
  "PMC HTML"
]
alias counts 2026 09 19 — the numbers behind the chart
{
  "AF4-MLL": 50,
  "AF4.MLL": 50,
  "AF4-MLL AND leukemia": 49,
  "MLL-AF4 reciprocal": 18,
  "reciprocal MLL fusion": 84,
  "reciprocal MLL fusion protein": 80,
  "reciprocal KMT2A fusion": 58,
  "AFF1-KMT2A": 2,
  "AFF1::KMT2A": 2,
  "A4M fusion leukemia": 3,
  "AF9-MLL": 29,
  "ENL-MLL": 12,
  "AF6-MLL": 1,
  "MLLT3-KMT2A": 2,
  "MLLT1-KMT2A": 0,
  "MLLT10-KMT2A": 0,
  "AF10-MLL": 0,
  "AF17-MLL": 0,
  "ELL-MLL": 0
}
der n parser probe — the numbers behind the chart
{
  "der(4)": 237,
  "der(4) leukemia": 30,
  "der(4) AND leukemia": 30,
  "der(11) leukemia": 74,
  "AF4-MLL OR der(4)": 286,
  "(der(4)) AND leukemia": 0,
  "(leukemia) AND der(4)": 0,
  "der(4) AND (leukemia)": 0,
  "(AF4-MLL OR der(4)) AND leukemia": 0,
  "(AF4-MLL OR der(11)) AND leukemia": 0,
  "(AF4-MLL OR AF9-MLL) AND leukemia": 70,
  "(AF4-MLL OR MLL-AF4) AND leukemia": 394
}
unreadable
[
  "20952059",
  "21277021"
]
full text read
[
  "34489550 (PMC8530991, 40194 chars, Europe PMC fullTextXML)",
  "37019990 (PMC10169636, 86330 chars, Europe PMC fullTextXML)"
]
found only in full text
[
  "KMT2A* protein from the gene-internal promoter, menin/LEDGF/MYB-blind but enzymatically intact",
  "spliced-fusion counts across 10 partners, AFF1 1 of 1262",
  "PHD1 folding and CYP33 consequence of exon-11 breaks",
  "ALL breakpoint preference switches intron 11 to intron 9 at about 6 months"
]
bounded rejections
[
  "37726322",
  "26856288",
  "25510485",
  "22931641",
  "24602728",
  "24817983",
  "27856324",
  "20362031"
]
read but deferred
[
  "35468859"
]
How this could bite us back
  • Every quantitative claim in this beat about how much reciprocal-product literature exists is bounded by the alias set in this entry, and the current HGNC spellings return almost nothing - so a future reader using modern symbols will reproduce the search and not the result.
  • The counted absences for MLLT10, AF10, AF17 and ELL reciprocal products are absences of a hyphenated symbol string, not absences of biology.
Still open
  1. Can PMID 20952059 and 21277021 be obtained through an institutional subscription? They are the field's only explicit published debate on whether the reciprocal product matters and neither can be read for free.
  2. Does PMID 25510485 include reciprocal-junction primers? If so the assay for the paired diagnosis-relapse study already exists and is validated.
  3. Does PMID 37726322 report der(4) junction frequencies in healthy adults? That would connect this beat to the prenatal-origin literature.
  4. Would a senior-author clustering of this beat's citations reproduce the graph-wide finding that laboratory count is about two-thirds of paper count? The concentration here looks worse than average and was not computed.
Every source behind this entry (4)
  1. E1moderate confidence 3 of 5: One strong study, or several smaller consistent ones.database

    PubMed alias queries run 2026-09-19 return AF4-MLL 50, AF4.MLL 50, AF4-MLL AND leukemia 49, MLL-AF4 reciprocal 18, reciprocal MLL fusion 84, reciprocal MLL fusion protein 80, reciprocal KMT2A fusion 58, AFF1-KMT2A 2, AFF1::KMT2A 2, AF9-MLL 29, ENL-MLL 12, AF6-MLL 1, MLLT3-KMT2A 2, and zero for MLLT1-KMT2A, MLLT10-KMT2A, AF10-MLL, AF17-MLL and ELL-MLL.

    What this evidence cannot show

    Counts are PubMed's and include off-topic hits: the AF4-MLL set contains occupational radiation biodosimetry, a Nigerian ALL frequency study and several multiplex RT-PCR panel papers. The counted absences for MLLT10, AF10, AF17 and ELL reciprocals are absences of the symbol string, and a paper describing such a product in prose without that hyphenated token would be missed.

    Evidence that argues against this (1)
    • Alias searches fail in both directions and small counts need title-checking for the opposite reason: three of the low-count queries here return records that are incidental mentions rather than studies of a reciprocal product, so the honest numbers are lower than the raw counts. Marschalek R 2020
  2. E2moderate confidence 3 of 5: One strong study, or several smaller consistent ones.database

    PubMed's parser returns records for der(4) alone (237), der(4) leukemia (30) and der(4) AND leukemia (30), and a clean zero with 'No items found' for (der(4)) AND leukemia, (leukemia) AND der(4), der(4) AND (leukemia), (AF4-MLL OR der(4)) AND leukemia and (AF4-MLL OR der(11)) AND leukemia, while the parenthesised controls without a der(n) token return 70 and 394.

    What this evidence cannot show

    Measured on one day against one index. The control rows establish that parentheses alone are not the problem and a der(n) token alone is not the problem; the interaction is. Whether the same holds for der(n) notation in other positions or with other operators was not tested exhaustively.

    Evidence that argues against this (1)
    • This narrows but does not remove the hazard: the failure is still silent and still produces a well-formed zero, which is the shape this project has repeatedly been fooled by. Meyer C et al. 2023
  3. E3weak confidence 2 of 5: Preliminary, small, indirect, or not yet peer reviewed.database

    PMID 20952059 and PMID 21277021 return no abstract from PubMed efetch and no pmcid from the Europe PMC core record, so the full-text routes have no identifier to address and all four routes fail.

    What this evidence cannot show

    A confirmed unreadable by the four-route procedure. Both are short commentary items in Leuk Res, a journal with no open-access deposition for that era. A subscription route or an institutional PDF would resolve both immediately; this beat had neither.

    Evidence that argues against this (1)
    • An empty abstract carries no information about readability - this project has twice found open-access full text behind an empty abstract field - so the conclusion here rests on the missing pmcid, not on the missing abstract. Wilhelm A et al. 2021
  4. E4strong confidence 4 of 5: Replicated in peer-reviewed work by more than one group.paper

    The reciprocal fusion literature is concentrated in one laboratory: the Frankfurt group authored the t(4;11) and t(6;11) reciprocal modelling papers, the recombinome, the reciprocal-world review, the Taspase1 activation work, the FYRN/FYRC decoy work, the SIAH work, the complex purification and the murine leukaemia experiment.

    The reciprocal world of MLL fusions: A personal view. · Marschalek R · Biochim Biophys Acta Gene Regul Mech 2020
    What this evidence cannot show

    Assessed from author lists across this beat's cited set rather than by a systematic senior-author clustering; the concentration is evident but the exact proportion was not computed. This is the same laboratory-concentration pattern this project measured graph-wide, where one senior author supports 92 entries across 19 beats.

    Evidence that argues against this (1)
    • Three substantive independent contributions exist and all three qualify or contradict the Frankfurt position: the Kumar/Hess knockdown finding the reciprocal product dispensable, the Menendez/Bueno cord-blood xenograft finding it non-leukaemogenic in human cells, and the Milne/Wilkinson RUNX1 interaction study. Kumar AR et al. 2011
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