Who holds the data and samples we cannot generate ourselves — an access map
also called data access map · sample access strategy · what we cannot make
A small lab cannot create infant leukemia patients, twenty years of DNA breakpoints, or a global trial cohort. This entry lists who does hold those things, what exactly they hold, and how hard it is to get.
The same thing, for a scientist
An access inventory for the resources this project needs and cannot generate: breakpoint-resolved patient sequence, trial-linked outcome data, infant biospecimens, genomic cohorts, and menin-inhibitor on-treatment material. For each, it records the holder, what precisely is held, the access mechanism, the realistic friction, and whether the resource is open (no collaboration needed), gated (application) or closed (requires a named partner). The strategic point is that for a rare disease, resource access, not hypothesis quality, is the binding constraint - and that a surprising amount is already open.
Open now: no collaboration required
Start here, because these produce results while the gated requests are in flight.
- St. Jude Cloud and the Pediatric Cancer Genome Project - paediatric leukaemia whole-genome, exome and RNA-seq under a data-access agreement; see
collab-st-jude-cloud-pcgp. - NCI TARGET (ALL and AML phases) - a largely completed legacy cohort in the GDC and dbGaP; see
collab-target-initiative. - DepMap, gnomAD, GTEx/HPA, ChEMBL, UniProt/PDB/AlphaFold - fully open, and sufficient on their own for
ana-non-menin-dependency-cross-validation. - ClinicalTrials.gov - complete trial and eligibility metadata, which is how this survey established that the menin combination programme is adult-weighted while COG AALL2121 enrols from one month.
- Published breakpoint distributions in the Frankfurt recombinome papers - the summary statistics are public even though the per-patient sequences are not.
These make the lab productive from day one and produce the track record that makes the gated requests credible.
Gated: application, agreement, or a named sponsor1 deeper
- Frankfurt DCAL breakpoint sequences (n=3,401). The largest nucleotide-resolution KMT2A breakpoint collection in the world, accumulated as a by-product of twenty years of diagnostic referral. Access mechanism unknown; assume a direct collaboration agreement with Marschalek. Whether the raw sequences are deposited anywhere is unverified. Friction: one institution, one PI, no published sharing policy.
- Interfant-06 breakpoint sequences and linked outcomes (n=249 KMT2A-r infants, plus 167 KMT2A-germline infants). The only breakpoint data in the world attached to protocol-standardised outcomes. Access via the Interfant consortium, which spans 18 national study groups with different consent frameworks. Friction: high governance, low scientific resistance. Whether the sequences were archived is the gating unknown.
- Children's Oncology Group biospecimens. The route to North American infant material; see
collab-childrens-oncology-group. Friction: formal specimen-request process, typically requiring a COG member sponsor. - On-treatment and relapse samples from menin-inhibitor trials. Held by the clinical investigator network and the sponsors. Friction: highest of all, because these are commercially sensitive and the obvious analyses are being done in-house.
The concrete, low-cost proposal
Of everything in this map, one item stands out because it needs no new samples at all.
Interfant-06 generated patient-specific genomic KMT2A breakpoint sequences for 249 infants in order to run DNA-based MRD assays, and holds those infants' outcomes in the same database 1. The breakpoints were used as technical targets for residual-disease monitoring and were never analysed as a prognostic or biological variable. Frankfurt independently holds the reference breakpoint catalogue needed to define which breakpoint classes are biologically meaningful 2.
The proposal is a retrospective analysis of existing sequence against existing outcome. No patients, no samples, no assays, no reagents. It answers a twenty-year-old question, it is publishable on its own, and it is the natural joint project between the two institutions that between them hold everything. Full design in ana-interfant-breakpoint-prognostic-reanalysis; the falsifiable version in hyp-breakpoint-position-prognostic-interfant.
First action is a single email asking whether the sequences were archived.
What the lab can generate itself, and should not ask for
Asking for something you could make yourself damages credibility with every group in this map. The lab can generate: computational interface predictions and structure modelling (Boltz, AlphaFold), public-data reanalysis at any scale, cross-fusion comparative analysis, target dossiers, and hypothesis generation. Every ask in this map should be paired with one of those as the return offer.
The lab cannot generate: infants, breakpoint archives, trial cohorts, PDX banks, on-treatment clinical samples, or fetal human haematopoietic tissue. Those are the only legitimate asks.
| group | Access inventory across all resource holders in the landscape beat |
|---|---|
| institution | Multiple (see per-resource rows) |
| focus | Which data and biospecimen resources this project needs, who holds them, and how hard they are to obtain |
| partnering angle | Sequence the asks. Work the open resources first (St. Jude Cloud, TARGET, DepMap/gnomAD/GTEx/ChEMBL, ClinicalTrials.gov) to produce results and credibility; submit the two gated requests in parallel because both have long lead times (Interfant breakpoints; Frankfurt breakpoints); treat COG biospecimens and menin-trial on-treatment material as later-stage, sponsor-dependent asks. Pair every ask with a computational return offer. |
key papers
[
{
"title": "Clinical Implications of MRD Detection in Infants With KMT2A-Rearranged ALL on Interfant-06",
"year": 2021,
"venue": "J Clin Oncol",
"pmid": "33405950",
"doi": "10.1200/JCO.20.02333"
},
{
"title": "The KMT2A recombinome of acute leukemias in 2023",
"year": 2023,
"venue": "Leukemia",
"pmid": "37019990",
"doi": "10.1038/s41375-023-01877-1"
}
]resources
[
{
"resource": "Nucleotide-resolution KMT2A breakpoints, n=3,401",
"holder": "Frankfurt DCAL (Marschalek/Meyer)",
"access": "gated - direct collaboration, no published policy",
"friction": "medium",
"unique": true,
"node": "collab-marschalek-meyer-frankfurt"
},
{
"resource": "Breakpoint-derived MRD targets for 249 KMT2A-r infants + protocol outcomes",
"holder": "Interfant consortium (Princess Maxima Center)",
"access": "gated - consortium data-access across 18 study groups",
"friction": "high governance, low scientific resistance",
"unique": true,
"node": "collab-pieters-interfant"
},
{
"resource": "North American paediatric leukaemia biospecimens and trial cohorts",
"holder": "Children's Oncology Group",
"access": "gated - formal specimen request, usually needs a member sponsor",
"friction": "medium-high",
"unique": true,
"node": "collab-childrens-oncology-group"
},
{
"resource": "Paediatric leukaemia WGS/WES/RNA-seq",
"holder": "St. Jude Cloud / Pediatric Cancer Genome Project",
"access": "open under data-access agreement",
"friction": "low",
"unique": false,
"node": "collab-st-jude-cloud-pcgp"
},
{
"resource": "TARGET ALL and AML genomic cohorts",
"holder": "NCI (GDC / dbGaP)",
"access": "open under dbGaP authorisation; largely legacy",
"friction": "low",
"unique": false,
"node": "collab-target-initiative"
},
{
"resource": "KMT2A-r PDX bank with menin-inhibitor response data",
"holder": "Armstrong lab (DFCI) and Lock lab (Children's Cancer Institute, UNSW)",
"access": "closed - requires named collaboration",
"friction": "high",
"unique": true,
"node": "collab-armstrong-krivtsov-dfci"
},
{
"resource": "On-treatment and relapse samples from menin-inhibitor trials",
"holder": "clinical investigator network and sponsors",
"access": "closed - sponsor-dependent",
"friction": "highest",
"unique": true,
"node": "collab-stein-issa-clinical-menin"
},
{
"resource": "Human fetal and pluripotent MLL-AF4 model systems",
"holder": "Menendez/Bueno (Josep Carreras, Barcelona)",
"access": "gated - collaboration",
"friction": "low-medium",
"unique": true,
"node": "collab-menendez-bueno-barcelona"
},
{
"resource": "Micro-Capture-C base-pair-resolution 3C on KMT2A-r cells",
"holder": "Milne lab (Oxford)",
"access": "gated - collaboration",
"friction": "low-medium",
"unique": true,
"node": "collab-milne-oxford"
},
{
"resource": "DepMap, gnomAD, GTEx/HPA, ChEMBL, UniProt/PDB/AlphaFold, ClinicalTrials.gov",
"holder": "public",
"access": "open",
"friction": "none",
"unique": false,
"node": null
}
]not verified
[ "whether Interfant-06 breakpoint sequences were archived and are retrievable", "whether Frankfurt DCAL sequences are deposited anywhere public", "COG specimen-request mechanics (pages could not be retrieved in this cycle)", "St. Jude Cloud data-access-agreement eligibility, turnaround and compute cost", "TARGET dbGaP accession numbers" ]
- A research programme whose critical path runs through two consortium data-access committees has schedule risk that no amount of scientific quality mitigates.
- Requesting data creates a record of the lab's hypothesis inside better-resourced institutions before the lab has published it.
- Open resources (St. Jude Cloud, TARGET) are open to everyone, so anything discoverable in them is discoverable by competitors; the lab's advantage there is speed and framing, not access.
- Were the Interfant-06 genomic breakpoint sequences archived after MRD assay design? One email answers it and it gates the cheapest high-value project available.
- Is there any public deposition of the Frankfurt breakpoint sequences, or does every breakpoint question in the world route through one German laboratory?
- Can the lab qualify for COG specimen access without a COG member sponsor, and if not, which member institution is the natural sponsor?
- How many infants under one year have actually been enrolled on COG AALL2121 to date, as opposed to being eligible?
- E1strong confidence 4 of 5: Replicated in peer-reviewed work by more than one group.paper
Interfant-06 measured MRD in 249 infants with KMT2A-rearranged ALL by DNA-based PCR of rearranged KMT2A, immunoglobulin and/or T-cell receptor genes, with end-of-induction MRD strongly prognostic (6-year DFS 60.2% / 45.0% / 33.8%), establishing that breakpoint-derived molecular data and protocol-quality outcome data coexist in one database.
Clinical Implications of Minimal Residual Disease Detection in Infants With KMT2A-Rearranged Acute Lymphoblastic Leukemia Treated on the Interfant-06 Protocol · Stutterheim J, van der Sluis IM, de Lorenzo P, et al., Pieters R · Journal of Clinical Oncology 2021What this evidence cannot show
Archival and retrievability of the breakpoint sequences is inferred from the assay methodology, not stated. This is the single unverified link in the proposal and must be confirmed first.
Evidence that argues against this (1)
- Changes the shape of the Interfant ask. This entry treats the Interfant resource as archival and frames the gating unknown as 'whether the sequences were archived'. The consortium is not archival: Interfant-21 (NCT05327894) has been RECRUITING since December 2022, sponsored by the Princess Maxima Center with the University of Milano-Bicocca and Amgen Europe B.V., with an estimated 160 infants under one year with KMT2A-rearranged ALL or MPAL, phase 3, non-randomised, blinatumomab-based, primary completion September 2027. Two consequences. First, the higher-value request is prospective, not retrospective: asking that patient-specific genomic breakpoint sequences generated as MRD targets in Interfant-21 be retained and annotated costs the consortium almost nothing and removes the archival uncertainty entirely for the next cohort, whereas the Interfant-06 archive question may simply have no good answer. Second, the registry record lists no menin inhibitor among Interfant-21's interventions, so this access route supplies infant material and outcome data but not menin-inhibitor exposure; for that, the map should point at COG AALL2121 (NCT05761171) and TINI 2 (NCT05848687) instead. Caveat: a registry record summarises a protocol and does not establish what molecular data the trial office actually retains, nor its data-sharing policy. Read: full registry record, retrieved 2026-09-18. Princess Maxima Center for Pediatric Oncology; University of Milano Bicocca; Amgen Europe B.V. 2026
- E2strong confidence 4 of 5: Replicated in peer-reviewed work by more than one group.paper
The Frankfurt DCAL series provides nucleotide-resolution genomic breakpoints and partner-gene assignments for 3,401 acute leukaemia patients analysed 2003-2022, with 107 in-frame KMT2A fusions catalogued and an age-dependent breakpoint shift previously reported.
The KMT2A recombinome of acute leukemias in 2023. · Meyer C, ... Marschalek R · Leukemia 2023What this evidence cannot show
Referral cohort with geographic and ascertainment bias; no published data-sharing policy and no verified public deposition of the underlying sequences.
Evidence that argues against this (1)
- Adds a specific, citable open-data resource this map does not list, and with it a correction to the 'open now' section. The map's open tier names St. Jude Cloud and TARGET generically. The concrete item worth naming is the PCGP infant MLL-rearranged whole-genome cohort: Andersson et al. sequenced 65 infants (47 MLL-rearranged, 18 non-MLL-rearranged) and 20 older children with MLL-rearranged leukaemia by whole-genome, exome, RNA and targeted DNA sequencing, reporting a mean of 1.3 non-silent mutations in the predominant leukaemic clone - among the lowest somatic mutation burdens of any sequenced cancer - with subclonal kinase-PI3K-RAS pathway mutations in 47% of cases that were frequently lost at relapse. This is the only infant KMT2A-rearranged whole-genome cohort of any size identified in this survey, and it is reachable under a data-access agreement rather than through a collaboration. The counter-evidential point for this map is that its central strategic claim - that access, not hypothesis quality, is the binding constraint - is weaker than stated for the genomic questions: for those, the binding constraint is cohort size and mutation burden, not permission. Forty-seven genomes at 1.3 mutations per clone will not support a recurrence analysis of regulatory variants however freely they are shared. Caveats: the cohort is a decade old, sequencing depth and pipelines are of their time, and the abstract does not state what fraction is whole-genome rather than exome. Read: abstract only. Andersson AK et al. 2015
- E3moderate confidence 3 of 5: One strong study, or several smaller consistent ones.trial_registry
A paediatric-inclusive menin-inhibitor trial with a genuinely infant-eligible population exists: COG AALL2121 (NCT05761171) tests revumenib with chemotherapy in relapsed/refractory KMT2A-rearranged infant leukaemia from one month of age, with a planned enrolment of 78 across 84 sites; Syndax's AUGMENT-101 (NCT04065399) and AUGMENT-102 (NCT05326516) enrol from 30 days.
ClinicalTrials.gov records for COG AALL2121 and the AUGMENT menin-inhibitor programme, retrieved via the ClinicalTrials.gov API v2 · US National Library of Medicine; Children's Oncology Group; Syndax Pharmaceuticals · ClinicalTrials.gov 2026What this evidence cannot show
Retrieved and verified by a worker agent in this same survey cycle from registry records, which are sponsor-submitted, can lag reality and state planned rather than achieved enrolment. Minimum age in a registry entry does not guarantee that infants were actually enrolled.
Evidence that argues against this (1)
- Qualifies the entry's most operationally load-bearing claim. This item is cited to establish that an infant-eligible menin-inhibitor cohort exists and is therefore a target for sample access. The full AALL2121 registry record shows that the obvious correlative work on that cohort is already protocol-specified: exploratory outcome measures include paired pre- and post-treatment RNA-seq of the KMT2A-R transcriptional programme, with principal component analysis and gene-set enrichment correlated to clinical response and pharmacokinetics, and menin occupancy by CUT&RUN with CUT&Tag for histone modifications and protein complexes, also correlated to response. Three further eligibility facts change what this cohort can supply: the primary MRD endpoint is limited to patients 6 months and older at enrolment, with under-6-month patients appearing only as a descriptive exploratory outcome; eligibility runs to under 6 years with diagnosis under 2 years, so 'infant' in the trial's sense is broader than under 12 months; and patients previously treated with revumenib are excluded, so the cohort yields no post-menin-inhibitor resistance material. The practical revision to this access map: AALL2121 is a gated resource whose menin-displacement and transcriptional correlatives are already allocated, and the tractable ask is an orthogonal assay the protocol does not list, not the assays it does. Caveat: outcome measures state planned analyses, not who performs them or whether specimen aliquots remain; a COG investigator could still confirm capacity. Read: full registry record including eligibility, detailed description and all outcome measures, retrieved 2026-09-18. Children's Oncology Group 2026
- E4strong confidence 4 of 5: Replicated in peer-reviewed work by more than one group.paper
The clinical menin programme's combination and registration cohorts are adult and NPM1-mutant-weighted (median ages 66-69), so infant-relevant on-treatment material is scarce even where paediatric eligibility formally exists.
Ziftomenib in Relapsed or Refractory NPM1-Mutated AML · Wang ES, et al. · Journal of Clinical Oncology 2025What this evidence cannot show
This cohort is one programme's registration arm; it characterises the field's centre of gravity rather than proving scarcity of infant material across all trials.
Evidence that argues against this (1)
- The scarcity conclusion is right and understated. Median ages of 66 to 69 mean the combination cohorts contain essentially no paediatric material at all, so the constraint is not that infant-relevant samples are scarce but that for the combination regimens they do not yet exist — which makes prospective collection, not negotiation for access, the operative plan. Journal of Clinical Oncology 2025
- related to →Rolf Marschalek & Claus Meyer (DCAL, Goethe-University Frankfurt) — the world's KMT2A breakpoint dataset
who holds the samples and data we could not generate ourselves
Counter-evidence (NCT05761171 protocol record): AALL2121's menin-displacement CUT&RUN/CUT&Tag and paired RNA-seq correlatives are already protocol-specified, the primary MRD endpoint excludes patients under 6 months, and revumenib-pretreated patients are ineligible -- the correlative slot this entry offers is taken
Counter-evidence (Andersson 2015, PMID 25730765): for the genomic questions the binding constraint is cohort size and a 1.3-mutation-per-clone burden, not permission -- 47 infant MLL-r whole genomes will not support a recurrence analysis however freely shared
Counter-evidence (NCT05761171): AALL2121's menin-displacement CUT&RUN and paired RNA-seq are protocol-specified, its primary MRD endpoint excludes under-6-month infants, and revumenib-pretreated patients are ineligible -- the cohort supplies no post-menin resistance material
- ← supportsEytan Stein (MSKCC), Ghayas Issa (MD Anderson) and the clinical menin-inhibitor investigator network
gatekeeper for menin-inhibitor on-treatment and relapse material, the hardest resource to access
- ← supportsSyndax Pharmaceuticals — revumenib (SNDX-5613), the only menin inhibitor licensed down to infancy
the only company programme with genuinely infant-eligible trials (from 30 days), which makes it the one realistic industry route for this population
gatekeeper for North American paediatric biospecimens and the one genuinely infant-inclusive menin trial
open-access paediatric genomic resource requiring no collaboration; start here
open legacy paediatric cohort in GDC/dbGaP; useful now, not an active partner
the single highest-value gated resource: 249 breakpoint-derived MRD targets linked to protocol outcomes
- depends on →Rolf Marschalek & Claus Meyer (DCAL, Goethe-University Frankfurt) — the world's KMT2A breakpoint dataset
the irreplaceable 3,401-patient nucleotide-resolution breakpoint collection
the concrete low-cost proposal the access map identifies as the best available