Omics · study · 2026
Single-cell dissection of a collision marrow with coexisting acute myeloid leukemia and a Waldenström-related lymphoplasmacytic compartment
Listed in NCBI GEO
Description
Background
Concurrent acute myeloid leukemia (AML) and a Waldenström macroglobulinemia (WM)-related compartment within the same bone marrow are uncommon. Conventional diagnostics can establish coexistence but incompletely resolve the cellular architecture and shared immune context of collision marrows.
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Methods
We performed single-cell RNA sequencing on the diagnostic bone marrow aspirate from a 67-year-old man with AML showing myelomonocytic features and a flow-validated WM-related B/plasma-cell compartment. Transcriptomic findings were integrated with marrow flow cytometry, serum studies, orthogonal MYD88 L265P testing, and longitudinal clinical assessment. Descriptive analyses included unsupervised clustering, lineage annotation, copy-number inference, AML state scoring, T/NK subclustering, and exploratory cell-cell communication inference.
Results: Single-cell profiling resolved AML-related myeloid, WM-related B/plasma-cell, T/NK, monocyte, and erythroid/megakaryocytic compartments. Copy-number inference localized the dominant CNV-bearing population to AML-associated regions, with AML cells distributed across immature/progenitor-like, granulocytic-primed, and inflammatory/myelomonocytic-like states. The WM-related compartment comprised co-existing B-cell-like and plasma-cell-like states, with limited CNV resolution by transcriptome-based inference.
Flow cytometry, monoclonal IgM, and MYD88 L265P supported a clonal WM-related process. Immune profiling identified an effector-dominant T/NK milieu with a discrete KLRC1-high cytotoxic subset and a T/NK-centered inhibitory signaling landscape. After azacitidine plus venetoclax, both compartments initially decreased, but later showed dissociated kinetics with AML re-expansion, persistent low-level WM-related marrow involvement, and sustained serologic abnormality.
Conclusions: Integrated single-cell and orthogonal profiling showed that this collision marrow comprised an AML-dominant CNV-bearing leukemic compartment and a clinically anchored WM-related lymphoplasmacytic compartment, with dissociated kinetics under the same regimen. These findings illustrate the exploratory value of compartment-aware single-cell analysis in composite marrow malignancies.
Links
Get the data
- GEO FTP directory ftp.ncbi.nlm.nih.gov/geo/series/GSE343nnn/GSE343373 ↗
download · from NCBI GEO
Where it is published
- GEO accession page ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE343373 ↗
landing page · from NCBI GEO
Documentation and papers
- PRJNA1511283 ncbi.nlm.nih.gov/bioproject/PRJNA1511283 ↗
project · from NCBI GEO
Topics
- Stated by source
- Expression profiling by high throughput sequencing · Homo sapiens
- From keywords
- Life Sciences
- Inferred from text
- Longitudinal study 65% · RNA sequencing 75% · Sequencing 75% · Single-cell RNA sequencing 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NCBI GEO | GSE343373 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| concepts[method].geo_series_type:expression-profiling-by-high-throughput-sequencing | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /gdstype |
| concepts[method].local:method:longitudinal-study | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[modality].local:modality:rna-seq | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:sequencing | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:single-cell-rna-seq | enrichment · NCBI GEO | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[organism].NCBITaxon:9606 | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /taxon |
| description | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /summary |
| publication_date | source · NCBI GEO | connector:ncbi_geo@1.0.0 | |
| title | source · NCBI GEO | connector:ncbi_geo@1.0.0 | /title |