bioRxivCell BiologyPreprint
Multiomics reveals age-dependent metabolic reprogramming of macrophages by wound bed niche secreted signals
Maria Fernanda ForniiD, Gabriela A. PizzurroiD, Will KrauseiD, Amanda F. AlexanderiD, Kate BridgesiD, Yiting XuiD, Olivia JustynskiiD, Anthony Gabry da SilveiraiD, Niels Olsen Saraiva CâmaraiD, Kathryn Miller‐JenseniD, Valerie HorsleyiD
Abstract
The cellular metabolism of macrophages depends on tissue niches and can control macrophage inflammatory or resolving phenotypes. Yet, the identity of signals within tissue niches that control macrophage metabolism is not well understood. Here, using single-cell RNA sequencing of macrophages in early mouse wounds, we find that, rather than gene expression of canonical inflammatory or resolving polarization markers, metabolic gene expression defines distinct populations of early wound macrophages. Single-cell secretomics and transcriptomics identify inflammatory and resolving cytokines expressed by early wound macrophages, and we show that these signals drive metabolic inputs and mitochondrial metabolism in an age-dependent manner. We show that aging alters the metabolome of early wound macrophages and rewires their metabolism from mitochondria to glycolysis. We further show that macrophage-derived Chi3l3 and IGF-1 can induce metabolic inputs and mitochondrial mass/metabolism in aged and bone marrow-derived macrophages. Together, these findings reveal that macrophage-derived signals drive the mitochondrial metabolism of macrophages within early wounds in an age-dependent manner and have implications for inflammatory diseases, chronic injuries, and age-related inflammatory diseases. In BriefThis study reveals that macrophage subsets in early inflammatory stages of skin wound healing are defined by their metabolic profiles rather than polarization phenotype. Using single-cell secretomics, we establish key macrophage cytokines that comprise the in vivo wound niche and drive mitochondrial-based metabolism. Aging significantly alters macrophage heterogeneity and increases glycolytic metabolism, which can be restored to OxPHOS-based metabolism with young niche cytokines. These findings highlight the importance of the tissue niche in driving macrophage phenotypes, with implications for aging-related impairments in wound healing. HighlightsO_LISingle cell transcriptional analysis reveals that reveals that metabolic gene expression identifies distinct macrophage populations in early skin wounds. C_LIO_LISingle-cell secretomic data show that young macrophages contribute to the wound bed niche by secreting molecules such as IGF-1 and Chi3l3. C_LIO_LIOld wound macrophages display altered metabolomics, elevated glycolytic metabolism and glucose uptake, and reduced lipid uptake and mitochondrial mass/metabolism. C_LIO_LIChi3l3 but not IGF-1 secretion is altered in macrophages in an age dependent manner. C_LIO_LIChi3l3 can restore mitochondrial mass/metabolism in aged macrophages. C_LI
- organism: mouse
- assay: scRNA-seq
- assay: metabolomics
- research focus: cell type annotation
- research focus: metabolism & bioenergetics
- approach: deep learning
- approach: statistical model
- Citations
- 0
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
- Monocytes from Older Adults Maintain Capacity for Metabolic Compensation during Glucose Deprivation and Lipopolysaccharide Stimulation
J. R. Yarbro, B. D. Pence·bioRxiv·May 9, 2019
- Mitochondrial Dysfunction Rewires Macrophage Metabolism, Driving Pro-inflammatory Priming and Immune System Remodeling
Nikita Markov, Aref Hosseini, … Hans‐Uwe Simon·bioRxiv·Nov 1, 2025
- Single-cell analysis of skeletal muscle macrophages reveals age- associated functional subpopulations
L. K. Krasniewski, P. Chakraborty, … M. M Gorospe·bioRxiv·Feb 23, 2022
- Integrated Metabolomics, Transcriptomics, and Signal Protein Profile Define the Effector Function and Associated Metabotype of Five Polarized Macrophage Phenotypes
C. B. Anders, T. M. W. Lawton, … M. C. B. Ammons·bioRxiv·Mar 10, 2020
- Growth hormone remodels the 3D-structure of the mitochondria of inflammatory macrophages and promotes metabolic reprogramming
B. Soler Palacios, R. Villares, … M. Mellado·bioRxiv·Aug 22, 2022
- Niche-specific macrophage loss promotes skin capillary aging
K. R. Mesa, K. A. O'Connor, … D. R. Littman·bioRxiv·Aug 25, 2023