In Vivo Fiber Optic Raman Spectroscopy of Muscle in Preclinical Models of Amyotrophic Lateral Sclerosis and Duchenne Muscular Dystrophy
Author(s) -
Maria Plesia,
Oliver Stevens,
Gavin R. Lloyd,
Catherine Kendall,
Ian Coldicott,
Aneurin J. Kennerley,
Gaynor Miller,
Pamela J. Shaw,
Richard J. Mead,
John C. C. Day,
James J. P. Alix
Publication year - 2021
Publication title -
acs chemical neuroscience
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.158
H-Index - 69
ISSN - 1948-7193
DOI - 10.1021/acschemneuro.0c00794
Subject(s) - duchenne muscular dystrophy , amyotrophic lateral sclerosis , in vivo , ex vivo , medicine , pathology , biomarker , neuromuscular disease , mdx mouse , magnetic resonance imaging , muscle weakness , dystrophin , neuroscience , biology , disease , biochemistry , radiology , microbiology and biotechnology
Neuromuscular diseases result in muscle weakness, disability, and, in many instances, death. Preclinical models form the bedrock of research into these disorders, and the development of in vivo and potentially translational biomarkers for the accurate identification of disease is crucial. Spontaneous Raman spectroscopy can provide a rapid, label-free, and highly specific molecular fingerprint of tissue, making it an attractive potential biomarker. In this study, we have developed and tested an in vivo intramuscular fiber optic Raman technique in two mouse models of devastating human neuromuscular diseases, amyotrophic lateral sclerosis, and Duchenne muscular dystrophy (SOD1 G93A and mdx , respectively). The method identified diseased and healthy muscle with high classification accuracies (area under the receiver operating characteristic curves (AUROC): 0.76-0.92). In addition, changes in diseased muscle over time were also identified (AUROCs 0.89-0.97). Key spectral changes related to proteins and the loss of α-helix protein structure. Importantly, in vivo recording did not cause functional motor impairment and only a limited, resolving tissue injury was seen on high-resolution magnetic resonance imaging. Lastly, we demonstrate that ex vivo muscle from human patients with these conditions produced similar spectra to those observed in mice. We conclude that spontaneous Raman spectroscopy of muscle shows promise as a translational research tool.
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