Global transcriptomic profiling of the bone marrow stromal microenvironment during postnatal development, aging, and inflammation
Open accessPublished version of a preprint
Abstract
Bone marrow (BM) stromal cells provide the regulatory framework for hematopoiesis and contribute to developmental stage-specific niches, such as those preserving hematopoietic stem cells. Despite advances in our understanding of stromal function, little is known about the transcriptional changes that this compartment undergoes throughout lifespan and during adaptation to stress. Using RNA sequencing, we perform transcriptional analyses of four principal stromal subsets, namely CXCL12-abundant reticular, platelet-derived growth factor receptor (PDGFR)-α + Sca1 + , sinusoidal, and arterial endothelial cells, from early postnatal, adult, and aged mice. Our data reveal (1) molecular fingerprints defining cell-specific anatomical and functional features, (2) a radical reprogramming of pro-hematopoietic, immune, and matrisomic transcriptional programs during the transition from juvenile stages to adulthood, and (3) the aging-driven progressive upregulation of pro-inflammatory gene expression in stroma. We further demonstrate that transcriptomic pathways elicited in vivo by prototypic microbial molecules are largely recapitulated during aging, thereby supporting the inflammatory basis of age-related adaptations of BM hematopoietic function.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Increased IL-1 BM level is a hallmark of hematopoietic inflammaging in mice.
“Increased IL-1 BM level, produced by different cellular sources, is a hallmark of hematopoietic inflammaging in mice.21,22,42”
From Aging drives <i>Tet2</i> <i>+/−</i> clonal hematopoiesis via IL-1 signaling (2023) · cites this paper as [42]
The ‘Increased Pro-inflammatory Signatures in Aged BM Stroma’ section reports increased Il1b expression in bone marrow stromal cells of aged mice and an enhanced inflammatory milieu. It does not establish increased IL-1 protein levels throughout the bone marrow or show production by different cellular sources. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Subramanian, A., Tamayo, P., Mootha, V. K., Mukherjee, S., Ebert, B. L., Gillette, M. A., Paulovich, A., Pomeroy, S. L., Golub, T. R., Lander, E. S., et al. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0506580102 · Cited by 53,625 · see citing works
Coupling of angiogenesis and osteogenesis by a specific vessel subtype in bone
Kusumbe, A. P., Ramasamy, S. K., & Adams, R. H. (2014) · Nature · doi:10.1038/nature13145 · Cited by 2,155 · see citing works
Wilson, A., Laurenti, E., Oser, G., van der Wath, R. C., Blanco-Bose, W., Jaworski, M., Offner, S., Dunant, C. F., Eshkind, L., Bockamp, E., et al. (2008) · Cell · doi:10.1016/j.cell.2008.10.048 · Cited by 1,908 · see citing works
STEM: a tool for the analysis of short time series gene expression data
Ernst, J., & Bar-Joseph, Z. (2006) · BMC Bioinformatics · doi:10.1186/1471-2105-7-191 · Cited by 1,703 · see citing works
Zhou, B. O., Yue, R., Murphy, M. M., Peyer, J. G., & Morrison, S. J. (2014) · Cell Stem Cell · doi:10.1016/j.stem.2014.06.008 · Cited by 1,381 · see citing works
The bone marrow microenvironment at single-cell resolution
Tikhonova, A. N., Dolgalev, I., Hu, H., Sivaraj, K. K., Hoxha, E., Cuesta-Domínguez, Á., Pinho, S., Akhmetzyanova, I., Gao, J., Witkowski, M., et al. (2019) · Nature · doi:10.1038/s41586-019-1104-8 · Cited by 936 · see citing works
Aging of hematopoietic stem cells
de Haan, G., & Lazare, S. S. (2018) · Blood · doi:10.1182/blood-2017-06-746412 · Cited by 432 · see citing works
Bowie, M. B., McKnight, K. D., Kent, D. G., McCaffrey, L., Hoodless, P. A., & Eaves, C. J. (2006) · Journal of Clinical Investigation · doi:10.1172/jci28310 · Cited by 380 · see citing works
Maternal imprinting at the H19-Igf2 locus maintains adult haematopoietic stem cell quiescence
Venkatraman, A., He, X. C., Thorvaldsen, J. L., Sugimura, R., Perry, J. M., Tao, F., Zhao, M., Christenson, M. K., Sanchez, R., Yu, J. Y., et al. (2013) · Nature · doi:10.1038/nature12303 · Cited by 296 · see citing works
Inflammation, the complement system and the diseases of aging
McGeer, E. G., Klegeris, A., & McGeer, P. L. (2005) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2005.08.008 · Cited by 170 · see citing works
Flagged first, then by citations
Research works printed but not linked: 7
- Baccin, C., Al-Sabah, J., Velten, L., Helbling, P.M., Gr€ unschla ¨ger, F., Herna ´n- dez-Malmierca, P., Nombela Arrieta, C., Steinmetz, L.M., Trumpp, A., and Haas, S. (2019). Combined single-cell and spatial transcriptomics reveals the molecular, cellular and spatial bone marrow niche organization. bioRxiv. https://doi.org/10.1101/718395. · DOI
- Chou, S., and Lodish, H.F. (2010). Fetal liver hepatic progenitors are supportive stromal cells for hematopoietic stem cells. Proc. Natl. Acad. Sci. USA 107, 7799-7804.
- Ding, L., Saunders, T.L., Enikolopov, G., and Morrison, S.J. (2012). Endothelial and perivascular cells maintain haematopoietic stem cells. Nature 481, 457-462.
- Kim, I., Saunders, T.L., and Morrison, S.J. (2007). Sox17 dependence distin- guishes the transcriptional regulation of fetal from adult hematopoietic stem cells. Cell 130, 470-483.
- Martin, M. (2011). Cutadapt removes adapter sequences from high- throughput sequencing reads. EMBnet.journal 17, 10-12.
- Oboki, K., Ohno, T., Kajiwara, N., Arae, K., Morita, H., Ishii, A., Nambu, A., Abe, T., Kiyonari, H., Matsumoto, K., et al. (2010). IL-33 is a crucial amplifier of innate rather than acquired immunity. Proc. Natl. Acad. Sci. USA 107, 18581-18586.
- Singh, P., Hoggatt, J., Kamocka, M.M., Mohammad, K.S., Saunders, M.R., Li, H., Speth, J., Carlesso, N., Guise, T.A., and Pelus, L.M. (2017). Neuropeptide Y regulates a vascular gateway for hematopoietic stem and progenitor cells. J. Clin. Invest. 127, 4527-4540.
Cited by
Sorted by citations
The multiple myeloma microenvironment is defined by an inflammatory stromal cell landscape
de Jong, M. M. E., Kellermayer, Z., Papazian, N., Tahri, S., Hofste op Bruinink, D., Hoogenboezem, R., Sanders, M. A., van de Woestijne, P. C., Bos, P. K., Khandanpour, C., et al. (2021) · Nature Immunology · doi:10.1038/s41590-021-00931-3 · Cited by 250 · see citing works
Aging drives <i>Tet2</i> <i>+/−</i> clonal hematopoiesis via IL-1 signaling
Caiado, F., Kovtonyuk, L. V., Gonullu, N. G., Fullin, J., Boettcher, S., & Manz, M. G. (2023) · Blood · doi:10.1182/blood.2022016835 · Cited by 161 · see citing works
Self-citationDoolittle, M. L., Saul, D., Kaur, J., Rowsey, J. L., Vos, S. J., Pavelko, K. D., Farr, J. N., Monroe, D. G., & Khosla, S. (2023) · Nature Communications · doi:10.1038/s41467-023-40393-9 · Cited by 57 · see citing works
Doolittle, M. L., Saul, D., Kaur, J., Rowsey, J. L., Vos, S. J., Pavelko, K. D., Farr, J. N., Monroe, D. G., & Khosla, S. (2023) · doi:10.1101/2023.01.12.523760 · Cited by 57 · see citing works
Bone marrow niches for hematopoietic stem cells: Life span dynamics and adaptation to acute stress
Hofmann, J., & Kokkaliaris, K. D. (2024) · Blood · doi:10.1182/blood.2023023788 · Cited by 45 · see citing works
- Authors
- Helbling, P. M., Piñeiro-Yáñez, E., Gerosa, R., Boettcher, S., Al-Shahrour, F., Manz, M. G., & Nombela-Arrieta, C.
- Affiliations
- University of Zurich (CH)
- Spanish National Cancer Research Centre (ES)
- ORCID
- Venue
- Cell Reports
- Publisher
- Elsevier BV
- Published
- 2019-12
- Volume
- 29
- Issue
- 10
- Pages
- 3313-3330.e4
- ISSN
- 2211-1247 (ISSN-L)
- OpenAlex
- W2992924016
- Cited by
- 116
- References
- 10
- Citations by year
- 2026: 8 · 2025: 18 · 2024: 19 · 2023: 15 · 2022: 21 · 2021: 23 · 2020: 11 · 2019: 1
- FWCI
- 9.90
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Cell Reports (publishedVersion, cc-by-nc-nd)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
- PubMed (publishedVersion)
- Zurich Open Repository and Archive (University of Zurich) (acceptedVersion, cc-by-nc-nd)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Zurich Open Repository and Archive (University of Zurich) (submittedVersion, cc-by-nc-nd)
- Zurich Open Repository and Archive (University of Zurich)
- Funders
- European Regional Development Fund (RETOS RTI2018-097596-B-I00)
- European Commission
- University of the East
- Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (310030B_166673/1, 31003A_159597/1)
- Helmut Horten Stiftung
- Krebsliga Schweiz
- Instituto de Salud Carlos III
- Universität Zürich
- Marie Curie (PCIG13-GA-2013-618633)
- Topics
- Health Sciences › Medicine › Hematology › Hematopoietic Stem Cell Transplantation
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Single-cell and spatial transcriptomics
- Health Sciences › Medicine › Genetics › Mesenchymal stem cell research
- Keywords
- bone marrow stroma, gene expression profiling, postnatal development, aging, inflammation, hematopoiesis, endothelial cells, sinusoidal endothelium, arterial endothelium, pro-inflammatory gene expression, hematopoietic function, stromal reprogramming
- MeSH terms
- Aging, Animals, Bone Marrow, Bone Marrow Cells, Cell Differentiation, Cells, Cultured, Hematopoiesis, Hematopoietic Stem Cells, Inflammation, Male, Mice, Inbred C57BL, Gene Expression Profiling, Endothelial Cells, Embryonic Development, Mice, Chemokine CXCL12, Stem Cell Niche, Transcriptome, Mesenchymal Stem Cells, Cellular Microenvironment
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review