TY - JOUR
T1 - Spatial mapping of human hematopoiesis at single-cell resolution reveals aging-associated topographic remodeling
AU - Sarachakov, Aleksandr
AU - Varlamova, Arina
AU - Svekolkin, Viktor
AU - Polyakova, Margarita
AU - Valencia, Itzel
AU - Unkenholz, Caitlin
AU - Pannellini, Tania
AU - Galkin, Ilia
AU - Ovcharov, Pavel
AU - Tabakov, Dmitrii
AU - Postovalova, Ekaterina
AU - Shin, Nara
AU - Sethi, Isha
AU - Bagaev, Alexander
AU - Itkin, Tomer
AU - Crane, Genevieve
AU - Kluk, Michael
AU - Geyer, Julia
AU - Inghirami, Giorgio
AU - Patel, Sanjay
N1 - Publisher Copyright:
© 2023 The American Society of Hematology
PY - 2023/12/28
Y1 - 2023/12/28
N2 - The spatial anatomy of hematopoiesis in the bone marrow (BM) has been extensively studied in mice and other preclinical models, but technical challenges have precluded a commensurate exploration in humans. Institutional pathology archives contain thousands of paraffinized BM core biopsy tissue specimens, providing a rich resource for studying the intact human BM topography in a variety of physiologic states. Thus, we developed an end-to-end pipeline involving multiparameter whole tissue staining, in situ imaging at single-cell resolution, and artificial intelligence–based digital whole slide image analysis and then applied it to a cohort of disease-free samples to survey alterations in the hematopoietic topography associated with aging. Our data indicate heterogeneity in marrow adipose tissue (MAT) content within each age group and an inverse correlation between MAT content and proportions of early myeloid and erythroid precursors, irrespective of age. We identify consistent endosteal and perivascular positioning of hematopoietic stem and progenitor cells (HSPCs) with medullary localization of more differentiated elements and, importantly, uncover new evidence of aging-associated changes in cellular and vascular morphologies, microarchitectural alterations suggestive of foci with increased lymphocytes, and diminution of a potentially active megakaryocytic niche. Overall, our findings suggest that there is topographic remodeling of human hematopoiesis associated with aging. More generally, we demonstrate the potential to deeply unravel the spatial biology of normal and pathologic human BM states using intact archival tissue specimens.
AB - The spatial anatomy of hematopoiesis in the bone marrow (BM) has been extensively studied in mice and other preclinical models, but technical challenges have precluded a commensurate exploration in humans. Institutional pathology archives contain thousands of paraffinized BM core biopsy tissue specimens, providing a rich resource for studying the intact human BM topography in a variety of physiologic states. Thus, we developed an end-to-end pipeline involving multiparameter whole tissue staining, in situ imaging at single-cell resolution, and artificial intelligence–based digital whole slide image analysis and then applied it to a cohort of disease-free samples to survey alterations in the hematopoietic topography associated with aging. Our data indicate heterogeneity in marrow adipose tissue (MAT) content within each age group and an inverse correlation between MAT content and proportions of early myeloid and erythroid precursors, irrespective of age. We identify consistent endosteal and perivascular positioning of hematopoietic stem and progenitor cells (HSPCs) with medullary localization of more differentiated elements and, importantly, uncover new evidence of aging-associated changes in cellular and vascular morphologies, microarchitectural alterations suggestive of foci with increased lymphocytes, and diminution of a potentially active megakaryocytic niche. Overall, our findings suggest that there is topographic remodeling of human hematopoiesis associated with aging. More generally, we demonstrate the potential to deeply unravel the spatial biology of normal and pathologic human BM states using intact archival tissue specimens.
UR - http://www.scopus.com/inward/record.url?scp=85175702082&partnerID=8YFLogxK
U2 - 10.1182/blood.2023021280
DO - 10.1182/blood.2023021280
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C2 - 37774374
AN - SCOPUS:85175702082
SN - 0006-4971
VL - 142
SP - 2282
EP - 2295
JO - Blood
JF - Blood
IS - 26
ER -