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    Area of Science:

    • Immunology
    • Systems Biology
    • Fibrosis Research

    Background:

    • Menopause induces fibrotic remodeling and organ dysfunction.
    • Mechanisms of menopause-driven fibrosis are not fully understood.
    • Immune cells play a critical role in inflammation and fibrosis.

    Purpose of the Study:

    • To investigate conserved and tissue-specific mechanisms of menopause-driven fibrosis.
    • To map intercellular signaling shifts in immune cells during menopause.
    • To identify potential therapeutic targets for menopausal dysfunction.

    Main Methods:

    • Network inference framework applied to single-cell RNA-sequencing data.
    • Analysis of liver, lung, pancreas, and skeletal muscle from ovariectomized and control mice.
    • Reconstruction of cell-cell interaction networks focusing on immune cells.

    Main Results:

    • Menopause reshapes intercellular signaling across multiple tissues.
    • Estrogen-responsive macrophages act as conserved signaling hubs interacting with myofibroblasts.
    • Tissue-specific immune cell signaling patterns were identified, including NK cells in muscle.

    Conclusions:

    • A systems-level network approach reveals conserved immune-stromal modules in menopausal fibrosis.
    • Estrogen-responsive macrophages are central to menopause-associated fibrosis.
    • Targeting these conserved modules may prevent menopause-related organ dysfunction.