Back

Interferon-Induced Bone Marrow Stromal Antigen 2 (BST2) Is A Functional Tumor-Initiating Cell Marker In Triple-Negative Breast Cancer

Souto, E. P.; Gong, P.; Landua, J. D.; Srinivasan, R. R.; Ganesan, A.; Dobrolecki, L. E.; Purdy, S. C.; Ford, H. L.; Lewis, M. T.

2023-09-17 cancer biology
10.1101/2023.09.15.557958 bioRxiv
Show abstract

A tumor cell subpopulation of tumor-initiating cells (TIC), or "cancer stem cells", are associated with therapeutic resistance, as well as both local and distant recurrence. Enriched populations of TIC are identified by markers including aldehyde dehydrogenase (ALDH1) activity, the cell surface marker combination CD44+/CD24-, or fluorescent reporters for signaling pathways that regulate TIC function. We showed previously that Signal Transducer and Activator of Transcription (STAT)-mediated transcription allows enrichment for TIC in claudin-low models of human triple-negative breast cancer using a STAT-responsive reporter. However, the molecular phenotypes of STAT TIC are not well understood, and there is no existing method to lineage-trace TIC as they undergo cell state changes. Using a new STAT-responsive lineage-tracing (LT) system in conjunction with our original reporter, we enriched for cells with enhanced mammosphere-forming potential in some, but not all, basal-like triple-negative breast cancer (TNBC) xenograft models (TNBC) indicating TIC-related and TIC-independent functions for STAT signaling. Single-cell RNA sequencing (scRNAseq) of reporter-tagged xenografts and clinical samples identified a common interferon (IFN)/STAT1-associated transcriptional state, previously linked to inflammation and macrophage differentiation, in TIC. Surprisingly, most of the genes we identified are not present in previously published TIC signatures derived using bulk RNA sequencing. Finally, we demonstrated that bone marrow stromal cell antigen 2 (BST2), is a cell surface marker of this state, and that it functionally regulates TIC frequency. These results suggest TIC may exploit the IFN/STAT1 signaling axis to promote their activity, and that targeting this pathway may help eliminate TIC. SignificanceTIC differentially express interferon response genes, which were not previously reported in bulk RNA sequencing-derived TIC signatures, highlighting the importance of coupling single-cell transcriptomics with enrichment to derive TIC signatures.

Matching journals

The top 8 journals account for 50% of the predicted probability mass.

1
Cancer Research Communications
51 papers in training set
Top 0.1%
11.5%
2
Cancer Research
130 papers in training set
Top 0.1%
11.5%
3
Cancer Immunology Research
35 papers in training set
Top 0.2%
5.3%
4
Science Advances
1243 papers in training set
Top 5%
5.3%
5
Cancers
213 papers in training set
Top 1%
4.7%
6
eLife
5828 papers in training set
Top 28%
4.2%
7
Molecular Cancer Research
49 papers in training set
Top 0.2%
4.2%
8
Proceedings of the National Academy of Sciences
2444 papers in training set
Top 14%
3.9%
50% of probability mass above
9
Cancer Letters
35 papers in training set
Top 0.2%
3.3%
10
Cancer Discovery
66 papers in training set
Top 0.7%
3.3%
11
JCI Insight
277 papers in training set
Top 2%
3.1%
12
Nature Communications
5641 papers in training set
Top 37%
3.1%
13
Journal of Clinical Investigation
179 papers in training set
Top 2%
2.3%
14
Cell Reports
1498 papers in training set
Top 16%
2.3%
15
Breast Cancer Research
36 papers in training set
Top 0.3%
2.3%
16
Oncogene
85 papers in training set
Top 0.9%
2.1%
17
Clinical Cancer Research
64 papers in training set
Top 1.0%
2.1%
18
PLOS ONE
5266 papers in training set
Top 50%
1.7%
19
npj Precision Oncology
53 papers in training set
Top 1%
1.4%
20
iScience
1154 papers in training set
Top 28%
1.1%
21
Translational Oncology
21 papers in training set
Top 0.6%
1.1%
22
Science Translational Medicine
127 papers in training set
Top 3%
1.0%
23
Journal of Biological Chemistry
690 papers in training set
Top 8%
1.0%
24
Cancer Cell
42 papers in training set
Top 1%
0.9%
25
Molecular Cancer Therapeutics
40 papers in training set
Top 0.9%
0.8%
26
Journal of Experimental & Clinical Cancer Research
25 papers in training set
Top 0.9%
0.6%
27
npj Breast Cancer
23 papers in training set
Top 0.6%
0.6%
28
NAR Cancer
37 papers in training set
Top 1.0%
0.6%
29
Journal for ImmunoTherapy of Cancer
75 papers in training set
Top 2%
0.6%
30
Scientific Reports
3612 papers in training set
Top 80%
0.6%