2022
Prediction of Adverse Pathology at Radical Prostatectomy in Grade Group 2 and 3 Prostate Biopsies Using Machine Learning.
Paulson N, Zeevi T, Papademetris M, Leapman MS, Onofrey JA, Sprenkle PC, Humphrey PA, Staib LH, Levi AW. Prediction of Adverse Pathology at Radical Prostatectomy in Grade Group 2 and 3 Prostate Biopsies Using Machine Learning. JCO Clinical Cancer Informatics 2022, 6: e2200016. PMID: 36179281, DOI: 10.1200/cci.22.00016.Peer-Reviewed Original ResearchConceptsGrade group 2Prostate biopsyRadical prostatectomyAdverse outcomesGroup 2GG-2Core prostate biopsyProstate cancer outcomesPatient's clinical riskClinical risk assessmentCore needle biopsyOngoing clinical needAdverse outcome predictionRetrospective reviewAdverse pathologyCAPRA scoreEntire cohortCancer outcomesPathologic diagnosisNeedle biopsyClinical riskDisease outcomeProstate cancerBiopsyDisease one
2021
Extent of High-Grade Prostatic Adenocarcinoma in Multiparametric Magnetic Resonance Imaging-Targeted Biopsy Enhances Prediction of Pathologic Stage.
Paulson N, Vollmer RT, Humphrey PA, Sprenkle PC, Onofrey J, Huber S, Amirkhiz K, Levi AW. Extent of High-Grade Prostatic Adenocarcinoma in Multiparametric Magnetic Resonance Imaging-Targeted Biopsy Enhances Prediction of Pathologic Stage. Archives Of Pathology & Laboratory Medicine 2021, 146: 201-204. PMID: 34015819, DOI: 10.5858/arpa.2020-0568-oa.Peer-Reviewed Original ResearchConceptsMpMRI-targeted biopsiesHigh-grade prostatic adenocarcinomaMultiparametric magnetic resonance imagingHG PCaRadical prostatectomyHigh-grade groupMagnetic resonance imagingPathologic stageRP outcomesProstatic adenocarcinomaGrade Group 2 diseaseResonance imagingGrade groupProstate-confined diseaseSeminal vesicle involvementLymph node metastasisHigher pathologic stageAdditional predictive valueLogistic regression modelsLinear millimeterNode metastasisRetrospective reviewAdverse outcomesTargeted biopsiesProstate biopsyDoubling of Decipher Biopsy Genomic Score Is Related to Disease Reclassification on Subsequent Surveillance Biopsy but Not Adverse Features on Radical Prostatectomy
Ghabili K, Paulson N, Syed JS, Nawaf CB, Khajir G, Martin DT, Onofrey J, Leapman MS, Levi A, Weinreb JC, Humphrey PA, Sprenkle PC. Doubling of Decipher Biopsy Genomic Score Is Related to Disease Reclassification on Subsequent Surveillance Biopsy but Not Adverse Features on Radical Prostatectomy. Case Reports In Urology 2021, 2021: 2687416. PMID: 33936831, PMCID: PMC8054861, DOI: 10.1155/2021/2687416.Peer-Reviewed Original ResearchBiopsy scoreRadical prostatectomyActive surveillanceBiopsy Gleason grade groupGleason grade group 2Gleason grade group 4Low-risk prostate cancerActive surveillance populationGrade group 4Subsequent surveillance biopsiesOrgan-confined diseaseGrade group 2Gleason grade groupLow-risk categoryBiopsy reclassificationDisease reclassificationSurveillance biopsiesFinal pathologyThird biopsySecond biopsySurveillance populationProstate cancerAdverse featuresGroup 2Genomic score
2018
Prostate Cancer Genomic Classifier Relates More Strongly to Gleason Grade Group Than Prostate Imaging Reporting and Data System Score in Multiparametric Prostate Magnetic Resonance Imaging-ultrasound Fusion Targeted Biopsies
Martin DT, Ghabili K, Levi A, Humphrey PA, Sprenkle PC. Prostate Cancer Genomic Classifier Relates More Strongly to Gleason Grade Group Than Prostate Imaging Reporting and Data System Score in Multiparametric Prostate Magnetic Resonance Imaging-ultrasound Fusion Targeted Biopsies. Urology 2018, 125: 64-72. PMID: 30552940, DOI: 10.1016/j.urology.2018.12.001.Peer-Reviewed Original ResearchConceptsPI-RADSv2 scoreDecipher scoreProstate Imaging ReportingDecipher testingTargeted biopsiesRadical prostatectomyData System version 2 (PI-RADS v2) scoreFavorable intermediate-risk prostate cancerIntermediate-risk prostate cancer patientsGleason Grade Group 1Imaging ReportingIntermediate-risk prostate cancerMultivariable logistic regression analysisHigh-risk diseasePI-RADS 4Grade group 1Gleason grade groupProstate cancer patientsMultiparametric magnetic resonancePI-RADS scoreVersion 2 scoreData System scoreLogistic regression analysisSignificant differencesPI-RADS category