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Making Spinal Cord Injury (SCI) Research Accessible to Everyone. Simplified summaries of the latest research, designed for patients, caregivers and anybody who's interested.

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Bioinformatics Research

Browse the latest research summaries in the field of bioinformatics for spinal cord injury patients and caregivers.

Showing 171-180 of 334 results

OncologyGeneticsBioinformatics

Benchmarking HLA genotyping and clarifying HLA impact on survival in tumor immunotherapy

Molecular Oncology, 2021 • January 24, 2021

This study benchmarks HLA genotyping on TCGA data using multiple tools to generate reliable HLA genotyping results. It finds that HLA class I genotyping is generally better than class II genotyping, w...

KEY FINDING: POLY-SOLVER, OptiType, and xHLA show high accuracy in HLA class I genotyping, with accuracies of 0.954, 0.949, and 0.937, respectively.

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Spinal Cord InjuryImmunologyBioinformatics

Identification of immunodiagnostic blood biomarkers associated with spinal cord injury severity

Frontiers in Immunology, 2023 • March 29, 2023

This study systematically investigates changes in peripheral blood immune cells and differential expression of immune-related genes after SCI to identify immunodiagnostic biomarkers for SCI and for AI...

KEY FINDING: Seventeen kinds of immune cells showed different levels in SCI patients versus healthy controls, with seven immune cell types significantly increased after SCI.

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Medical ImagingBioinformaticsMusculoskeletal Medicine

Wavelet transform-based photoacoustic time-frequency spectral analysis for bone assessment

Photoacoustics, 2021 • March 10, 2021

This study demonstrates the feasibility of using photoacoustic time-frequency spectral analysis (PA-TFSA) to characterize bone mineral density (BMD) and bone microstructure. The results show that oste...

KEY FINDING: Osteoporotic bone samples with lower BMD and thinner MTT exhibit higher frequency components in PA-TFSA.

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NeurologyBioinformatics

Editorial: Understanding the heterogeneity and spatial brain environment of neurodegenerative diseases through conventional and future methods

Frontiers in Cellular Neuroscience, 2023 • May 23, 2023

This editorial discusses the heterogeneity and spatial brain environment of neurodegenerative diseases and highlights the potential of omics approaches in understanding these diseases. It emphasizes t...

KEY FINDING: Proteomics studies are a promising method for biomarker discovery in neurodegenerative diseases.

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Spinal Cord InjuryParticipationBioinformatics

C-reactive protein as an available biomarker determining mental component of health-related quality of life among individuals with spinal cord injury

The Journal of Spinal Cord Medicine, 2017 • May 1, 2017

This study aimed to identify biomarkers associated with health-related quality of life (HRQL) in individuals with spinal cord injury (SCI). The results indicated that C-reactive protein (CRP) is assoc...

KEY FINDING: CRP levels were inversely correlated with the Mental Component Summary (MCS) of the SF-36 questionnaire, even after adjusting for confounders.

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Spinal Cord InjuryBioinformaticsRehabilitation

Guest Editor’s Commentary

The Journal of Spinal Cord Medicine, 2014 • January 1, 2014

Bioinformatics provides an opportunity to leverage collaborations to define and deliver Optimal Care for Spinal Cord Injury (SCI) patients. Large longitudinal datasets offer opportunities for combinin...

KEY FINDING: The development of large longitudinal datasets represents an unprecedented opportunity for combining data across fields.

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Spinal Cord InjuryGeneticsBioinformatics

CSF Proteomics of Secondary Phase Spinal Cord Injury in Human Subjects: Perturbed Molecular Pathways Post Injury

PLoS ONE, 2014 • October 28, 2014

This study investigates the changes in protein abundance in the cerebrospinal fluid (CSF) of spinal cord injury (SCI) patients during the secondary phase of injury. The researchers identified eight pr...

KEY FINDING: Eight proteins showed differential abundance between complete and incomplete SCI at 1–8 days post-injury.

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Spinal Cord InjuryGeneticsBioinformatics

High-Mobility Group Box 1 (HMGB1) Is Elevated Systemically in Persons with Acute or Chronic Traumatic Spinal Cord Injury

JOURNAL OF NEUROTRAUMA, 2017 • February 1, 2017

The study found that HMGB1 is elevated systemically in persons with acute or chronic traumatic SCI. HMGB1 levels in acute SCI were significantly higher than in uninjured persons and more than two-fold...

KEY FINDING: HMGB1 levels are significantly elevated in individuals with acute SCI within 0-3 days and 4-7 days post-injury, compared to uninjured controls.

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Spinal Cord InjuryBioinformaticsBiomedical

An Active Learning Algorithm for Control of Epidural Electrostimulation

IEEE Trans Biomed Eng, 2015 • October 1, 2015

This paper introduces a novel algorithm which can automatically optimize multi-electrode array stimulation parameters. The methodology is based on a novel Gaussian Process Batch Upper Confidence Bound...

KEY FINDING: GP-BUCB successfully controlled spinal electrostimulation in 37 testing sessions, selecting 670 stimuli.

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Spinal Cord InjuryNeurologyBioinformatics

Identification of the Avulsion-Injured Spinal Motoneurons

J Mol Neurosci, 2015 • May 30, 2015

The study aimed to identify reliable markers for avulsion-injured spinal motoneurons, as traditional markers like ChAT are not detectable early after injury. The researchers investigated the expressio...

KEY FINDING: ATF-3 is a marker for avulsion-injured motoneurons. It was rapidly induced and sustained in the nuclei of injured motoneurons.

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