Search results for "intraoperative diagnostics"

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Intraoperative DNA methylation classification of brain tumors impacts neurosurgical strategy

2021

Abstract Background Brain tumor surgery must balance the benefit of maximal resection against the risk of inflicting severe damage. The impact of increased resection is diagnosis-specific. However, the precise diagnosis is typically uncertain at surgery due to limitations of imaging and intraoperative histomorphological methods. Novel and accurate strategies for brain tumor classification are necessary to support personalized intraoperative neurosurgical treatment decisions. Here, we describe a fast and cost-efficient workflow for intraoperative classification of brain tumors based on DNA methylation profiles generated by low coverage nanopore sequencing and machine learning algorithms. Met…

medicine.medical_specialtyFrozen section procedureSurgical strategyDNA methylationbusiness.industryBrain tumorClinical Investigationsmedicine.diseaseextent of resectionRandom forestResectionintraoperative diagnosticsDNA methylationmedicineAcademicSubjects/MED00300AcademicSubjects/MED00310RadiologyNanopore sequencingCopy-number variationnanoporebusinessbrain tumorNeuro-oncology Advances
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