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Updated: Jun 27, 2025

Automated Quantification of Hematopoietic Cell – Stromal Cell Interactions in Histological Images of Undecalcified Bone
Published on: April 8, 2015
Mapping the cellular biogeography of human bone marrow niches using single-cell transcriptomics and proteomic imaging
Shovik Bandyopadhyay1, Michael P Duffy2, Kyung Jin Ahn3
1Cellular and Molecular Biology Graduate Group, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Medical Scientist Training Program, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Researchers mapped human bone marrow
Area of Science:
- Hematology
- Cell Biology
- Genomics
- Spatial Biology
Background:
- Non-hematopoietic cells are crucial for blood formation (hematopoiesis).
- Their diversity and spatial arrangement in human bone marrow are poorly understood.
- Understanding these cells is key to deciphering hematopoiesis.
Purpose of the Study:
- To characterize the heterogeneity and spatial organization of non-hematopoietic cells in human bone marrow.
- To map cellular interactions influencing hematopoiesis.
- To identify spatial alterations in bone marrow associated with acute myeloid leukemia (AML).
Main Methods:
- Single-cell RNA sequencing (scRNA-seq) to profile non-hematopoietic and hematopoietic cells.
- Co-detection by indexing (CODEX) for spatial profiling of over 1.2 million cells.
- Integration of scRNA-seq and CODEX data to link signaling with spatial proximity.
Main Results:
- Identified nine distinct subtypes of non-hematopoietic cells.
- Revealed a hyperoxygenated arterio-endosteal niche for early myelopoiesis.
- Discovered adipocytic localization for early hematopoietic stem and progenitor cells (HSPCs).
- Uncovered mesenchymal stromal cell (MSC) expansion and specific spatial neighborhoods in AML patient samples.
Conclusions:
- Developed a spatially resolved, multiomic atlas of human bone marrow.
- This atlas serves as a reference for studying cellular interactions in hematopoiesis.
- Identified distinct cellular niches and spatial alterations in AML, highlighting the role of MSCs.
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