Oncofusion

start / graph / hyp-kmt2a-aff1-shared-loop-anchor-hub

Hypothesisspeculative confidence 1 of 5: Our own inference or analogy. Not shown to be true.Q32-break-machinery

Hypothesis: KMT2A and AFF1 break where they do because both breakpoint regions are CTCF/cohesin loop anchors sitting in the same nuclear hub

also called shared loop anchor hub model · anchor-anchor translocation model for t(4;11)

Chromosomes are held in loops, pinned at anchor points, and those pins are where DNA most often snaps. This hypothesis says KMT2A and its commonest partner are both pinned, both pinned in the same part of the nucleus, and that is the whole explanation for the fusion.

The same thing, for a scientist

The hypothesis combines two measured facts and one unmeasured link. Measured: CTCF/cohesin-bound loop anchors accumulate TOP2B-mediated DSBs, polymorphisms that redistribute CTCF/cohesin move the cleavage sites, and loop-anchor DSBs fall at breakpoint clusters commonly translocated in cancer [E1]; TOP2 DSBs are enriched at transcriptionally active loop anchors and genes recurrently translocating to drive leukaemias are enriched there, with MLL fusions arising at recurrent hotspots dependent on both TOP2 isoforms and on elongation [E2]. Unmeasured: that the 8.3 kb KMT2A BCR and the AFF1 breakpoint region are each a named loop anchor in a haematopoietic progenitor, and that the two anchors sit in a shared hub. The only direct proximity datum is 2-3% of transcribing KMT2A alleles near AF9 or AF4 in transformed lines [E3]. The hypothesis is attractive because it would explain position AND partner choice with one mechanism, and it is dangerous for the same reason: a single mechanism that explains everything is usually explaining the thing that is easiest to measure. The strongest argument against it is that recurrent oncogenic translocations track break FREQUENCY rather than contact frequency when both are measured in the same system [E4], and the second strongest is that loop-anchor breakage is reported as largely cell-type-independent [E1], which would leave the fusion's fetal-progenitor specificity entirely unexplained.

Go deeper
The chain, with each link's status1 deeper
  1. Loop anchors are DSB hotspots. Measured, genome-wide, twice 12.
  2. The KMT2A BCR is a loop anchor in a haematopoietic progenitor. Not measured. A PubMed search for KMT2A breakpoints with CTCF, loop anchors or cohesin returns zero records 5.
  3. The AFF1 breakpoint region is a loop anchor. Not measured, and the AFF1 side has no structural characterisation at all comparable to KMT2A's - the graph's breakpoint-kmt2a-bcr-architecture lists this as an open question and the only relevant primary work is a 2001 halo-mapping study 6.
  4. The two anchors are in a shared hub. Not measured. 2-3% colocalisation of transcribing alleles in transformed lines is the nearest datum 3.
  5. Breaking both anchors in the same hub yields t(4;11). Would follow from 1-4 plus ordinary end joining; nothing additional is required.

The hypothesis is therefore three unmeasured links deep, and every one of them is measurable with public data or with one experiment.

Why link 2 could be checked this week

CTCF and cohesin ChIP-seq and Hi-C loop calls exist for cord-blood CD34+ cells and for numerous haematopoietic lines. Overlaying the KMT2A BCR coordinates on those tracks is a bedtools intersect. If the BCR does not overlap a CTCF/cohesin peak or a called loop anchor in ANY haematopoietic cell type, link 2 fails and the hypothesis is dead without further work. This is specified as part of ana-repeat-feature-enrichment-kmt2a-breakpoints, and it is the cheapest falsification available in this whole beat.

The uncomfortable implication if it is true

This graph already notes the discomfort in mechanism-3d-genome-proximity-partner-choice and it is worth restating sharply here. If the fusion pairs two genes that were already co-located because both are highly transcribed elongation genes at loop bases, then the oncoprotein assembles machinery that was partly pre-assembled in the normal nucleus. KMT2A and AFF1 would have been functional neighbours before they were fused. That is consistent with the menin-interface model but it weakens one of its implicit premises: that the fusion creates an abnormal association. On this hypothesis the fusion makes a pre-existing association covalent and constitutive, which is a different kind of lesion and could have a different kind of vulnerability.

What kills it

Three results, in ascending cost.

  1. The BCR is not at an anchor. A public-data overlay showing no CTCF/cohesin peak or called loop anchor overlapping the KMT2A BCR in any haematopoietic cell type. Kills link 2.
  2. Cohesin depletion does nothing. A RAD21 degron in a human progenitor-like cell, etoposide challenge, inverse PCR readout: if the frequency and the within-BCR position of KMT2A rearrangement are unchanged, the anchor is not load-bearing even if it exists. This is the decisive experiment and it is not expensive.
  3. Partner rank does not track anchor strength or contact. Specified in ana-kmt2a-partner-rank-vs-contact-frequency. If the seven commonest partners do not rank by contact or anchor strength in any haematopoietic cell type, the hypothesis explains position at best and not partner choice.

A fourth, softer result would demote rather than kill it: if contact frequency in fetal liver progenitors is no higher than in adult cells (exp-hic-kmt2a-aff1-proximity-fetal-liver), the hypothesis survives as an account of position but stops explaining why this is an infant disease.

Correction: the absence was false, and the paper that settles it splits this hypothesis

E5 recorded that PubMed "returns zero records linking KMT2A breakpoints to CTCF ... or to loop anchors and cohesin". It returns eighteen, and the relevant one was read in full (PMC8511143, 76,628 characters, reached by the PMC HTML route after fullTextXML returned HTTP 500 and efetch db=pmc returned HTTP 429 - had the reader stopped at route 2 this correction would not exist).

It does not confirm this hypothesis. It splits it into three.

Supported. In normal cells of KMT2A-rearranged AML patients, the KMT2A intron 10 / exon 11 region breaks 2-10x more than in non-fusion AML individuals, group average 3.2x; 404 CTCF, 517 RAD21, 256 SMC3 and 304 TOP2-sensitive sites are preferentially break-prone; and low-dose etoposide raises breakage at those regions only in the KMT2A-rearranged patients [E-atkin].

Not addressed. Whether the KMT2A breakpoint cluster region is itself a named CTCF or cohesin anchor. That is a bedtools intersect against deposited tracks and it remains unpublished - which is the narrower true version of what E5 was trying to say.

Weakly contradicted. Among the 34 regions carrying all four features, no partner gene of any of the three patients appeared, and only AFDN's 3' end - not its breakpoint region - carried a break-prone CTCF site. The authors invoke the break-frequency-dominant model that this hypothesis already names as its rival.

Design limits, stated because the effect is the headline: n = 3 per arm, adult, treated remission samples, and the comparator is other AML rather than healthy donors - so it cannot separate inherited susceptibility from a sequela of the disease or its treatment.

Facts and figures
statementThe KMT2A and AFF1 breakpoint cluster regions are each CTCF/cohesin-bound chromatin loop anchors in haematopoietic progenitors, the two anchors occupy a shared nuclear hub, and t(4;11) arises when both are broken in the same hub and mis-joined.
originliterature-gap
prior probability0.2
distinguishing alternativebreak-frequency-dominant model (Hakim 2012, E4): the KMT2A BCR is simply a high-break-rate site and partner choice follows from partner break rate plus selection on the fusion product, with geometry setting only a background
predictions
[
  "The 8.3 kb KMT2A BCR overlaps a CTCF/cohesin peak and a called loop anchor in cord-blood or fetal CD34+ cells",
  "The AFF1 breakpoint region likewise overlaps an anchor",
  "Trans contact between the two regions exceeds that of expression- and distance-matched control locus pairs",
  "Acute cohesin (RAD21) depletion reduces etoposide-induced KMT2A rearrangement frequency and shifts its position within the BCR",
  "The seven commonest partner loci rank by anchor strength or contact frequency in the same order as their clinical frequency"
]
experiments
[
  "exp-hic-kmt2a-aff1-proximity-fetal-liver",
  "exp-human-cd34-kmt2a-breakage-assay"
]
analyses
[
  "ana-repeat-feature-enrichment-kmt2a-breakpoints",
  "ana-kmt2a-partner-rank-vs-contact-frequency"
]
falsifiers
[
  "The KMT2A BCR overlaps no CTCF/cohesin peak and no called loop anchor in any haematopoietic cell type with public data - kills the hypothesis at link 2 for the cost of a bedtools intersect",
  "Acute RAD21 degron leaves both the frequency and the within-BCR position of etoposide-induced KMT2A rearrangement unchanged - the anchor exists but is not load-bearing",
  "Partner loci show no rank relation between anchor strength or contact frequency and clinical partner frequency - the hypothesis then explains position at best, not partner choice",
  "Junction analysis shows KMT2A partners are dominated by loci that are NOT at loop anchors"
]
How this could bite us back
  • Nothing in this hypothesis is druggable. CTCF and cohesin build the regulatory architecture of every cell; perturbing them to prevent a rare break would be catastrophic and cohesin loss is itself a documented route to myeloid neoplasia.
  • If the hypothesis is true, KMT2A and AFF1 were co-located and co-regulated before the fusion, which means the oncoprotein assembles a partly pre-existing machine - a fusion-specific interface may then be harder to find than the menin-interface programme assumes.
  • Because loop-anchor breakage is reported as cell-type-independent, a true positive here would explain the break's position and leave the disease's cell-type and age specificity entirely unexplained, which is the part clinicians care about.
Still open
  1. Does the KMT2A BCR overlap a called loop anchor in any haematopoietic cell type? Unpublished, and answerable from deposited data today.
  2. Is there any structural characterisation of the AFF1 breakpoint region later than 2001? The KMT2A side has been mapped repeatedly and the partner side has not, which makes every two-sided model in this literature half-evidenced.
  3. If KMT2A and AFF1 were already functional neighbours in the normal progenitor nucleus, does the fusion create a new association or make an old one covalent? The answer changes what kind of vulnerability the fusion creates.
  4. Would a RAD21 degron in a human CD34+ system be tolerated long enough to read out rearrangement frequency, given cohesin's role in proliferation? This is the feasibility crux of the decisive experiment.
Every source behind this entry (7)
  1. E1strong confidence 4 of 5: Replicated in peer-reviewed work by more than one group.paper

    CTCF/cohesin-bound chromosome loop anchors are vulnerable to TOP2B-mediated DSBs, polymorphisms redistributing CTCF/cohesin occupancy rewire the cleavage sites to novel anchors, and loop-anchor DSBs are enriched on both sides of strong topological domain borders and frequently occur at breakpoint clusters commonly translocated in cancer.

    Genome Organization Drives Chromosome Fragility · Canela A, Maman Y, Jung S, et al. · Cell 2017
    What this evidence cannot show

    Genome-wide and class-level; no measurement at the KMT2A BCR. Read from the abstract. The paper reports loop-anchor breakage as largely transcription-, replication- AND cell-type-independent, which is awkward for a hypothesis about a lineage-restricted disease.

    Evidence that argues against this (1)
    • The cell-type independence reported here is the sharpest internal problem for this hypothesis. If the same anchors break in every cell type, then loop-anchor geometry cannot be what makes this a fetal-progenitor disease, and the hypothesis at best explains where the break lands while leaving the entire cell-type specificity to be explained by selection on the product. The companion paper's transcription-dependence would partially rescue this, and the two are unreconciled. Gothe HJ et al. 2019
  2. E2strong confidence 4 of 5: Replicated in peer-reviewed work by more than one group.paper

    TOP2-mediated DSBs are enriched at highly transcribed chromatin loop anchors with recurrent breaks at CTCF- and cohesin-bound loop bases, and genes recurrently translocating to drive leukaemias are enriched at loop anchors and accumulate DSBs at recurrent hotspots that give rise to fusions dependent on both TOP2 isoforms and on transcriptional elongation.

    What this evidence cannot show

    Read from the abstract only; the Europe PMC core record returns no PMCID for this PMID, checked 2026-09-20, so routes 2-4 of the four-route test are unavailable. Cell lines under etoposide. 'Enriched at loop anchors' is a statement about gene bodies, not about the 8.3 kb breakpoint cluster region.

    Evidence that argues against this (1)
    • The trapping step that puts TOP2 at a site is reported by the other group as transcription-INDEPENDENT and cohesin-dependent, with transcription only accelerating the conversion of a trapped complex into an irreversible break. A hypothesis built on 'active transcription drives fragility at anchors' is therefore built on the contested half of a two-step process. Canela A et al. 2019
  3. E3moderate confidence 3 of 5: One strong study, or several smaller consistent ones.paper

    2-3% of transcribing KMT2A alleles are in close proximity to AF9/MLLT3 or AF4/AFF1 in human cell lines, consistent with shared transcription factories.

    Model for MLL translocations in therapy-related leukemia involving topoisomerase IIbeta-mediated DNA strand breaks and gene proximity · Cowell IG, Sondka Z, Smith K, et al. · Proceedings of the National Academy of Sciences of the United States of America 2012
    What this evidence cannot show

    Transformed and immortalised human lines, binary FISH colocalisation, conditioned on the allele being transcribed. It is the only direct proximity measurement for this fusion and it is not in the cell of origin.

    Evidence that argues against this (1)
    • The same paper states that topoisomerase II occupancy and measured etoposide-induced cleavage do not explain the clustering of KMT2A breakpoints, so the authors' own position is that local enzyme concentration plus proximity is insufficient. This hypothesis adds loop anchors as the missing structural term, which is a reasonable move and is not something the paper supports. Cowell IG et al. 2012
  4. E4strong confidence 4 of 5: Replicated in peer-reviewed work by more than one group.paper

    When contact frequency and break frequency are measured simultaneously in the same B-lymphocyte system, non-targeted rearrangements reflect nuclear organisation whereas break formation rate governs the location and frequency of recurrent translocations, including those driving B-cell malignancies.

    What this evidence cannot show

    Mouse B lymphocytes with engineered site-directed damage. KMT2A-rearranged leukaemia is placed in the recurrent-damage class by analogy, not by measurement; nobody has measured the KMT2A BCR break rate in a human fetal progenitor.

    Evidence that argues against this (1)
    • The complementary design reaches the opposite emphasis: with DSB numbers normalised genome-wide by irradiation, translocation frequency in mouse pro-B cells is directly related to pre-existing Hi-C spatial proximity, in cis and within subchromosomal domains. Whether break rate or contact dominates depends on whether the experiment removes or measures the break term, and neither design has been run at KMT2A. Zhang Y et al. 2012
  5. E5weak confidence 2 of 5: Preliminary, small, indirect, or not yet peer reviewed.database

    PubMed searches run 2026-09-20 return zero records linking KMT2A breakpoints to CTCF at the breakpoint cluster region or to loop anchors and cohesin, with clean querytranslations containing no UID parsing artefact.

    What this evidence cannot show

    Title/abstract indexing, two gene symbols, and a locus-level intersection reported as a supplementary panel would be invisible. The zero is about the published record, not about the data, which almost certainly already exist in deposited CTCF and Hi-C tracks. **WITHDRAWN 2026-09-20. The absence is false.** `(MLL OR KMT2A) AND CTCF` returns **18** records - I re-ran it myself - and title-checking finds **PMID 34405474**, whose title is *"Assessing acute myeloid leukemia susceptibility in rearrangement-driven patients by DNA breakage at topoisomerase II and **CCCTC-binding factor/cohesin binding sites**"*. The queries recorded in this item were narrower than the claim they supported: they conjoined *breakpoint cluster region* and *loop anchor* to the symbols, and the settling paper uses neither phrase. **This is the fourth counted absence in this graph to fail because the query was narrower than the sentence it licensed.**

    Evidence that argues against this (1)
    • A class-level version of exactly this claim IS published: leukaemia-driving translocating genes including MLL are reported as enriched at loop anchors and to accumulate DSBs at recurrent hotspots there. The absence is specifically of a locus-resolution overlay on the 8.3 kb BCR, and stating it without that qualification would be wrong. Gothe HJ et al. 2019
  6. E6moderate confidence 3 of 5: One strong study, or several smaller consistent ones.paper

    Halo-mapping and scaffold-reassociation experiments covering both KMT2A and AFF1 found about 20 kb of KMT2A and nearly the entire AFF1 breakpoint cluster region to be nuclear-matrix attached, with t(4;11) breakpoints preferentially clustered OUTSIDE high-affinity matrix attachment regions.

    What this evidence cannot show

    2001, in-vitro scaffold reassociation with Distamycin-A competition, not a modern chromatin-anchor assay. Matrix attachment and CTCF/cohesin loop anchoring are related concepts historically but are not the same measurement, and mapping one onto the other is an interpretation.

    Evidence that argues against this (1)
    • The other primary mapping of this region reached the opposite sign, placing a HIGH-affinity scaffold attachment region inside the telomeric half of the BCR alongside six TOP2 consensus sites with therapy-related breakpoints concentrated there. If anchoring predicts breakage, these two papers disagree about the direction, and a loop-anchor hypothesis cannot claim support from either until the disagreement is resolved with a modern assay. Broeker PL et al. 1996
  7. E-atkinmoderate confidence 3 of 5: One strong study, or several smaller consistent ones.journal-article

    Using a low-input genome-wide DNA break mapping method on normal cells from acute myeloid leukaemia patients with KMT2A rearrangements versus non-fusion AML patients, the KMT2A intron 10 / exon 11 region showed 2-10-fold more breakage per KMT2A-rearranged patient with a group average of 3.2-fold; 404 CTCF, 517 RAD21, 256 SMC3 and 304 topoisomerase-II-sensitive sites were preferentially break-prone; and low-dose etoposide increased breakage at those regions only in the KMT2A-rearranged patients. Among the 34 regions carrying all four features, no partner gene of any of the three patients appeared.

    What this evidence cannot show

    Read in full on 2026-09-20 (PMC8511143, 76,628 characters, via the PMC HTML route after two earlier routes failed). **Moderate, and the sample is why**: n = 3 per arm, adult, treated remission samples, with other AML as the comparator rather than healthy donors - so the design cannot separate inherited susceptibility from a sequela of disease or therapy. The break-mapping method is the authors' own and new; the 3.2-fold is a group average over three individuals.

    Evidence that argues against this (1)
    • The partner-side result points away from this hypothesis: if a shared loop-anchor hub drove the translocation, partner breakpoint regions should be among the break-prone anchors and none was. The authors themselves prefer the break-frequency-dominant model, which this hypothesis lists as its rival - so the paper that removes the absence also weakens the claim the absence was protecting. US National Library of Medicine 2026
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