Multi-scale integration identifies an ox-LDL-autophagy-inflammasome framework linking osteoporosis and neurodegeneration

Osteoporosis (OP) and neurodegeneration frequently co-occur with advancing age, but the biological processes linking skeletal and neurological decline remain incompletely understood. To investigate the metabolic-inflammatory axis connecting skeletal and neurological degeneration, we integrated cross-tissue multi-omics, single-cell transcriptomics, in vitro macrophage assays, and systems-level ordinary differential equation (ODE)-based modeling. Population-level and genetically informed analyses consistently implicated metabolic burden and lipid-associated stress in both disease domains, whereas physical activity showed protective associations. Cross-tissue and single-cell analyses identified convergent autophagy- and inflammasome-related programs, while cross-tissue multi-omics highlighted a PHF23-MCL1-CLN3 autophagy-associated molecular module. In RAW264.7 macrophages, oxidized low-density lipoprotein (ox-LDL) exposure induced inflammatory activation, pro-inflammatory polarization, and autophagy-associated dysregulation, while PHF23 perturbation modified ox-LDL-induced inflammatory responses. A 12-state ODE model further provided a hypothesis-generating representation of dynamic interactions among ox-LDL-associated metabolic stress, autophagy regulation, inflammasome activation, macrophage polarization, and tissue-damage-related states. Together, these multi-scale findings provide convergent support for an ox-LDL-autophagy-inflammasome-associated framework linking metabolic dysfunction with skeletal and neurological degeneration and generate testable hypotheses for further experimental investigation.

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Publication Details

Journal
npj Digital Medicine
Published
2026-10-22
DOI
https://doi.org/10.1038/s41746-026-03371-1
Primary Topic
Autophagy in Disease and Therapy
Type
article
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article

Multi-scale integration identifies an ox-LDL-autophagy-inflammasome framework linking osteoporosis and neurodegeneration

Min Chen, Lei Huang, Haojun Shi, Liang Shi
npj Digital Medicine
Autophagy in Disease and Therapy
article

Multi-scale integration identifies an ox-LDL-autophagy-inflammasome framework linking osteoporosis and neurodegeneration

Min Chen, Lei Huang, Haojun Shi, Liang Shi
article en

Abstract

Osteoporosis (OP) and neurodegeneration frequently co-occur with advancing age, but the biological processes linking skeletal and neurological decline remain incompletely understood. To investigate the metabolic-inflammatory axis connecting skeletal and neurological degeneration, we integrated cross-tissue multi-omics, single-cell transcriptomics, in vitro macrophage assays, and systems-level ordinary differential equation (ODE)-based modeling. Population-level and genetically informed analyses consistently implicated metabolic burden and lipid-associated stress in both disease domains, whereas physical activity showed protective associations. Cross-tissue and single-cell analyses identified convergent autophagy- and inflammasome-related programs, while cross-tissue multi-omics highlighted a PHF23-MCL1-CLN3 autophagy-associated molecular module. In RAW264.7 macrophages, oxidized low-density lipoprotein (ox-LDL) exposure induced inflammatory activation, pro-inflammatory polarization, and autophagy-associated dysregulation, while PHF23 perturbation modified ox-LDL-induced inflammatory responses. A 12-state ODE model further provided a hypothesis-generating representation of dynamic interactions among ox-LDL-associated metabolic stress, autophagy regulation, inflammasome activation, macrophage polarization, and tissue-damage-related states. Together, these multi-scale findings provide convergent support for an ox-LDL-autophagy-inflammasome-associated framework linking metabolic dysfunction with skeletal and neurological degeneration and generate testable hypotheses for further experimental investigation.

npj Digital Medicine
Macau University of Science and Technology (MO), University of Massachusetts Chan Medical School (US), Shandong First Medical University (CN)
Openalex Percentile: Top 12%
Autophagy in Disease and Therapy
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Multi-scale integration identifies an ox-LDL-autophagy-inflammasome framework linking osteoporosis and neurodegeneration — Min Chen, Lei Huang, et al. · npj Digital Medicine (2026) | TGRS Research Map | TGRS