In vivo non-invasive near-infrared spectroscopy distinguishes normal, post-stroke, and botulinum toxin treated human muscles

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作者
Antonio Currà
Riccardo Gasbarrone
Alessandra Cardillo
Francesco Fattapposta
Paolo Missori
Lucio Marinelli
Giuseppe Bonifazi
Silvia Serranti
Carlo Trompetto
机构
[1] A. Fiorini Hospital,Academic Neurology Unit
[2] Sapienza University of Rome,Research Center for Biophotonics
[3] Sapienza University of Rome,Department of Chemical Engineering, Materials and Environment
[4] Sapienza University of Rome,Neurology Unit, Policlinico Umberto I, Department of Human Neurosciences
[5] Sapienza University of Rome,Neurosurgery Unit, Policlinico Umberto I, Department of Human Neurosciences
[6] IRCCS Ospedale Policlinico San Martino,Department of Neuroscience
[7] University of Genoa,Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health
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Scientific Reports | / 11卷
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摘要
In post-stroke hemiparesis, neural impairment alters muscle control, causing abnormal movement and posture in the affected limbs. A decrease in voluntary use of the paretic arm and flexed posture during rest also induce secondary tissue transformation in the upper limb muscles. To obtain a specific, accurate, and reproducible marker of the current biological status of muscles, we collected visible (VIS) and short-wave Infrared (SWIR) reflectance spectra in vivo using a portable spectroradiometer (350–2500 nm), which provided the spectral fingerprints of the elbow flexors and extensors. We compared the spectra for the affected and unaffected sides in 23 patients with post-stroke hemiparesis (25–87 years, 8 women) and eight healthy controls (33–87 years, 5 women). In eight patients, spectra were collected before and after botulinum toxin injection. Spectra underwent off-line preprocessing, principal component analysis, and partial least-squares discriminant analysis. Spectral fingerprints discriminated the muscle (biceps vs. triceps), neurological condition (normal vs. affected vs. unaffected), and effect of botulinum toxin treatment (before vs. 30 to 40 days vs. 110 to 120 days after injection). VIS-SWIR spectroscopy proved valuable for non-invasive assessment of optical properties in muscles, enabled more comprehensive evaluation of hemiparetic muscles, and provided optimal monitoring of the effectiveness of medication.
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