Department of Physical Medicine & Rehabilitation, University of Pittsburgh, Pittsburgh, United States; Department of Environmental and Occupational Health, University of Pittsburgh, Pittsburgh, United States
Department of Physical Medicine & Rehabilitation, University of Pittsburgh, Pittsburgh, United States; Department of Bioengineering, University of Pittsburgh, Pittsburgh, United States
Abish Pius
Department of Physical Medicine & Rehabilitation, University of Pittsburgh, Pittsburgh, United States; Department of Computational & Systems Biology, School of Medicine, University of Pittsburgh, Pittsburgh, United States
Amrita Sahu
Department of Physical Medicine & Rehabilitation, University of Pittsburgh, Pittsburgh, United States
Sunita Shinde
Department of Physical Medicine & Rehabilitation, University of Pittsburgh, Pittsburgh, United States
Hikaru Mamiya
Department of Bioengineering, University of Pittsburgh, Pittsburgh, United States
Nathaniel Luketich
Department of Bioengineering, University of Pittsburgh, Pittsburgh, United States
Jian Cui
Department of Computational & Systems Biology, School of Medicine, University of Pittsburgh, Pittsburgh, United States
Purushottam Dixit
Department of Physics, University of Florida, Gainesville, United States
Joerg D Hoeck
Department of Research Beyond Borders, Regenerative Medicine, Boehringer Ingelheim Pharmaceuticals, Inc, Rhein, Germany
Sebastian Kreuz
Department of Research Beyond Borders, Regenerative Medicine, Boehringer Ingelheim Pharmaceuticals, Inc, Rhein, Germany
Michael Franti
Department of Research Beyond Borders, Regenerative Medicine, Boehringer Ingelheim Pharmaceuticals, Inc, Rhein, Germany
Department of Physical Medicine & Rehabilitation, University of Pittsburgh, Pittsburgh, United States; Department of Environmental and Occupational Health, University of Pittsburgh, Pittsburgh, United States; Department of Bioengineering, University of Pittsburgh, Pittsburgh, United States; McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, United States
Aging is accompanied by disrupted information flow, resulting from accumulation of molecular mistakes. These mistakes ultimately give rise to debilitating disorders including skeletal muscle wasting, or sarcopenia. To derive a global metric of growing ‘disorderliness’ of aging muscle, we employed a statistical physics approach to estimate the state parameter, entropy, as a function of genes associated with hallmarks of aging. Escalating network entropy reached an inflection point at old age, while structural and functional alterations progressed into oldest-old age. To probe the potential for restoration of molecular ‘order’ and reversal of the sarcopenic phenotype, we systemically overexpressed the longevity protein, Klotho, via AAV. Klotho overexpression modulated genes representing all hallmarks of aging in old and oldest-old mice, but pathway enrichment revealed directions of changes were, for many genes, age-dependent. Functional improvements were also age-dependent. Klotho improved strength in old mice, but failed to induce benefits beyond the entropic tipping point.