Evidence map›Paper›PMID 38714197›Full record

ArticleCell2024

Mapping the cellular biogeography of human bone marrow niches using single-cell transcriptomics and proteomic imaging.

Shovik Bandyopadhyay, Michael P Duffy, Kyung Jin Ahn, Jonathan H Sussman, Minxing Pang, David Smith, Gwendolyn Duncan, Iris Zhang, Jeffrey Huang, Yulieh Lin and 19 more

Abstract read
In one paragraph

Article in Cell, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 204 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
204citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

204 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  5. Bone health in diabetes mellitus.Reviews in endocrine & metabolic disorders · 2026
    Review
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144 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

29 authors.

Shovik BandyopadhyayCellular 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.
Michael P DuffyDepartment of Orthopaedic Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Kyung Jin AhnDivision of Oncology and Center for Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Jonathan H SussmanMedical Scientist Training Program, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Genomics and Computational Biology Graduate Group, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Minxing PangApplied Mathematics & Computational Science Graduate Group, University of Pennsylvania, Philadelphia, PA, USA.
David SmithCenter for Single Cell Biology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Gwendolyn DuncanDepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA.
Iris ZhangDepartment of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, USA.
Jeffrey HuangDepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA.
Yulieh LinDepartment of Orthopaedic Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Barbara XiongMedical Scientist Training Program, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Genomics and Computational Biology Graduate Group, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Tamjid ImtiazDepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA.
Chia-Hui ChenDivision of Oncology and Center for Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Anusha ThadiDivision of Oncology and Center for Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Changya ChenDivision of Oncology and Center for Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Jason XuMedical Scientist Training Program, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Genomics and Computational Biology Graduate Group, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Melissa ReichartDepartment of Orthopaedic Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Zachary MartinezDivision of Oncology and Center for Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Caroline DiorioDivision of Oncology and Center for Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Chider ChenDepartment of Oral and Maxillofacial Surgery/Pharmacology, School of Dental Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Vinodh PillaiDepartment of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Oraine SnaithDepartment of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Derek OldridgeDepartment of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Siddharth BhattacharyyaDepartment of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Ivan MaillardDepartment of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Martin CarrollDepartment of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Charles NelsonDepartment of Orthopaedic Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Ling QinDepartment of Orthopaedic Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA. Electronic address: qinling@pennmedicine.upenn.edu.
Kai TanDivision of Oncology and Center for Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Center for Single Cell Biology, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA. Electronic address: tank1@chop.edu.

Funding

MEDICAL SCIENTIST TRAINING PROGRAMT32GM007170 · NIGMS · UNIVERSITY OF PENNSYLVANIA · PI BRASS, LAWRENCE F · 1985 to 2022
$54.0M
HEMATOLOGY CLINICAL RESEARCH TRAINING PROGRAMT32HL007439 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI LAWRENCE F BRASS, PETER S KLEIN · 1985 to 2026
$17.1M
Data Analysis UnitU2CCA233285 · NCI · CHILDREN'S HOSP OF PHILADELPHIA · PI TAN, KAI · 2018 to 2023
$13.2M
Overall: Resource-based Center for Musculoskeletal Disorders Research (Overall Application)P30AR069619 · NIAMS · UNIVERSITY OF PENNSYLVANIA · PI LOUIS J SOSLOWSKY · 2016 to 2026
$9.1M
Diabetes, Endocrine, and MetabolismT32DK007314 · NIDDK · UNIVERSITY OF PENNSYLVANIA · PI DORIS A STOFFERS, Patrick Seale · 1986 to 2026
$9.0M
Organ Specific Project - HeartU54HL165442 · NHLBI · CHILDREN'S HOSP OF PHILADELPHIA · PI MOFFITT, JEFFREY, PEI, LIMING · 2022 to 2025
$7.6M
Notch Signaling in AlloimmunityR01AI091627 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI PEAR, WARREN S · 2011 to 2025
$6.0M
Control of bone physiology by a novel type of adipose cellsR01AG069401 · NIA · UNIVERSITY OF PENNSYLVANIA · PI QIN, LING · 2021 to 2025
$2.3M
Notch ligands as oncogenic drivers and therapeutic targets in T-cell lymphomasR01CA278976 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Ivan Maillard, Ryan A Wilcox · 2024 to 2026
$1.9M
Organ Specific Project - HeartU54HL156090 · NHLBI · CHILDREN'S HOSP OF PHILADELPHIA · PI BERNT, KATHRIN M, PEI, LIMING · 2020 to 2021
$1.0M
Determining the Microenvironmental Contribution to Acute Myeloid Leukemia ChemoresistanceF30CA277965 · NCI · UNIVERSITY OF PENNSYLVANIA · PI BANDYOPADHYAY, SHOVIK · 2023 to 2024
$44k
NCI NIH HHS F30 CA277965NCI NIH HHS R01 CA278976NCI NIH HHS U2C CA233285NHLBI NIH HHS T32 HL007439NHLBI NIH HHS U54 HL156090NHLBI NIH HHS U54 HL165442NIAID NIH HHS R01 AI091627NIAMS NIH HHS P30 AR069619NIA NIH HHS R01 AG069401NIDDK NIH HHS T32 DK007314NIGMS NIH HHS T32 GM007170
6 · The paper itself

Abstract

Non-hematopoietic cells are essential contributors to hematopoiesis. However, heterogeneity and spatial organization of these cells in human bone marrow remain largely uncharacterized. We used single-cell RNA sequencing (scRNA-seq) to profile 29,325 non-hematopoietic cells and discovered nine transcriptionally distinct subtypes. We simultaneously profiled 53,417 hematopoietic cells and predicted their interactions with non-hematopoietic subsets. We employed co-detection by indexing (CODEX) to spatially profile over 1.2 million cells. We integrated scRNA-seq and CODEX data to link predicted cellular signaling with spatial proximity. Our analysis revealed a hyperoxygenated arterio-endosteal neighborhood for early myelopoiesis, and an adipocytic localization for early hematopoietic stem and progenitor cells (HSPCs). We used our CODEX atlas to annotate new images and uncovered mesenchymal stromal cell (MSC) expansion and spatial neighborhoods co-enriched for leukemic blasts and MSCs in acute myeloid leukemia (AML) patient samples. This spatially resolved, multiomic atlas of human bone marrow provides a reference for investigation of cellular interactions that drive hematopoiesis.

Indexed as

Bone MarrowHematopoietic Stem CellsMesenchymal Stem CellsProteomicsSingle-Cell AnalysisTranscriptomeBone Marrow CellsHematopoiesisHumansLeukemia, Myeloid, AcuteStem Cell Nichebone marrowCODEXhematopoiesisleukemiamesenchymalmicroenvironmentneighborhoodsignalingsingle-cellspatial omics

Identifiers

PMID38714197
PMCPMC11162340

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.