Laboratory InvestigationCell BiologyPeer-reviewed journal article
Combined multi-color immunofluorescence staining and spatial in situ mRNA expression analysis identifies potential fibrosis drivers in acute lymphoblastic leukemia
Sandro BräunigiD, Carl Dencker, Dang-Nghiem VoiD, Rong Fan, Alba Lillo Sierras, Jens Enoksson, Anne HultquistiD, Hongzhe LiiD, Stefan SchedingiD
Abstract
Acute lymphoblastic leukemia (ALL) is the most prevalent childhood cancer. Bone marrow (BM) fibrosis in ALL has been associated with adverse outcomes, however, little is known about the mechanisms that cause fibrosis in ALL. Therefore, we established a novel and advanced analysis method by combining multi-color immunofluorescence staining with in-situ RNA expression analysis (RNAscope(R)) investigate the spatial expression of putative fibrotic drivers in ALL bone marrows. We analyzed standard BM biopsies from pediatric ALL patients. Sequential 5-color immunofluorescence (IF) staining with CD45, CD271, CD31, CD34 and DAPI was used to identify different BM cell types. Combined RNAscope(R) and IF staining was established for spatial mRNA expression analysis of transforming growth factor beta 1 (TGFB1) and platelet-derived growth factor alpha 1 (PDGFA1), which are known to play major roles in primary myelofibrosis (PMF). PMF and normal BM samples served as controls. As expected, ALL bone marrows showed high cellularities and prominent populations of blast cells. CD271+ MSC density was increased in ALL and was associated with fibrosis in a similar manner as observed for PMF. TGFB1 and PDGFA1 expression was considerably increased in ALL megakaryocytes (MKs) compared to PMF patients and normal controls. Furthermore, MK TGFB1 and PDGFA1 expression intensities in fibrotic ALL correlated with fibrosis grade. TGFB1 and PDGFA1 were also expressed in leukemic blasts, however at lower intensities compared to ALL MKs. Taken together, advanced in-situ RNA and IF staining not only revealed increased expression of TGFB1 and PDGFA1 in fibrotic pediatric ALL, but also identified ALL blasts and MKs as their cellular origin at the single cell level. These novel data strongly suggest a role of these cytokines as potential fibrosis drivers in ALL. More broadly, our findings demonstrate that combined RNA and surface marker analysis is a powerful tool to provide new and valuable insights into bone marrow pathophysiology.
- organism: human
- assay: imaging
- assay: spatial transcriptomics
- research focus: cell type annotation
- research focus: differential expression
- research focus: cell-cell communication
- approach: experimental assay
- Citations
- 1
- FWCI
- 0.91
- Field percentile
- top 24%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A pro-inflammatory stem cell niche drives myelofibrosis through a targetable galectin 1 axis
R. Li, M. Colombo, … B. Psaila·bioRxiv·Aug 5, 2023
- Mitochondrial dsRNA from B-ALL cells stimulates mesenchymal stromal cells to become cancer associated fibroblasts
R. J. Burt, A. Dey, … A. K. Fielding·bioRxiv·Sep 26, 2023
- CCL19⁺ fibroblasts define a proliferative niche in chronic lymphocytic leukemia
Antonio P. A. Ferreira, Shumei Wang, … Jon Christopher Aster·bioRxiv·Nov 15, 2024
- Integrin signaling is critical for myeloid-mediated support of T-cell acute lymphoblastic leukemia
A. Lyu, S. H. Nam, … L. I. R. Ehrlich·bioRxiv·Jan 5, 2022
- CXCL8/CXCR2 signaling mediates bone marrow fibrosis and represents a therapeutic target in myelofibrosis
A. Dunbar, D. Kim, … R. Hoffman·bioRxiv·Dec 8, 2021
- Morphometric and elastic properties of immature reticulocytes in health and during acute lymphoblastic and acute myeloid leukemia
E. S. Seliverstov·bioRxiv·Nov 5, 2020