2022
Outcomes Stratification of Head and Neck Cancer Using Pre- and Post-treatment DNA Methylation From Peripheral Blood
Qian D, Ulrich B, Peng G, Zhao H, Conneely K, Miller A, Bruner D, Eldridge R, Wommack E, Higgins K, Shin D, Saba N, Smith A, Burtness B, Park H, Stokes W, Beitler J, Xiao C. Outcomes Stratification of Head and Neck Cancer Using Pre- and Post-treatment DNA Methylation From Peripheral Blood. International Journal Of Radiation Oncology • Biology • Physics 2022, 115: 1217-1228. PMID: 36410685, DOI: 10.1016/j.ijrobp.2022.11.009.Peer-Reviewed Original ResearchConceptsRecurrence-free survivalWorse recurrence-free survivalOverall survivalMethylation risk scoreRadiation therapyValidation cohortPeripheral bloodDiscovery cohortOutcome stratificationShorter recurrence-free survivalNeck squamous cell carcinomaGastrostomy tube insertionHigher neutrophil countOral cavity cancerAforementioned risk factorsSquamous cell carcinomaPeripheral blood samplesNonmetastatic HNSCCNeutrophil countPrognostic factorsCox regressionPrognostic valueCell carcinomaTube insertionImmune modulation
2021
Prognostic impact of mismatch repair deficiency in high- and low-intermediate-risk, early-stage endometrial cancer following vaginal brachytherapy
Li JY, Park HS, Huang GS, Young MR, Ratner E, Santin A, Damast S. Prognostic impact of mismatch repair deficiency in high- and low-intermediate-risk, early-stage endometrial cancer following vaginal brachytherapy. Gynecologic Oncology 2021, 163: 557-562. PMID: 34602287, DOI: 10.1016/j.ygyno.2021.09.018.Peer-Reviewed Original ResearchConceptsRecurrence-free survivalEndometrioid endometrial cancerVaginal brachytherapyPMMR patientsOverall survivalEEC patientsEndometrial cancerExact testThree-year recurrence-free survivalEarly-stage endometrial cancerCox proportional hazards regressionPoor recurrence-free survivalAdjuvant vaginal brachytherapyThree-year OSMultivariable Cox regressionLympho-vascular invasionSignificant prognostic variablesProportional hazards regressionLog-rank testKaplan-Meier estimatesDeficient mismatch repairMismatch repair statusFisher's exact testMismatch repair deficiencyDMMR statusPan‐cancer analysis of prognostic metastatic phenotypes
Zaorsky NG, Wang X, Garrett SM, Lehrer EJ, Lin C, DeGraff DJ, Spratt DE, Trifiletti DM, Kishan AU, Showalter TN, Park HS, Yang JT, Chinchilli VM, Wang M. Pan‐cancer analysis of prognostic metastatic phenotypes. International Journal Of Cancer 2021, 150: 132-141. PMID: 34287840, PMCID: PMC8595638, DOI: 10.1002/ijc.33744.Peer-Reviewed Original ResearchConceptsLiver/lung metastasisLung metastasesOverall survivalMetastatic cancerConcordance indexCancer stage IV diseaseCox proportional hazards modelMetastatic phenotypeNational Cancer DatabaseStage IV diseaseEnd Results (SEER) databaseAmerican Joint CommitteeLong-term survivorsLatent class analysisProportional hazards modelStage IVANomogram modelResults databaseSurvival outcomesBetter prognosticationCancer DatabasePan-cancer analysisClinical trialsHazards modelJoint CommitteeEvaluation of head and neck soft tissue sarcoma 8th edition pathologic staging system and proposal of a novel stage grouping system
Lee NCJ, Eskander A, Miccio JA, Park HS, Shah C, Rutenberg M, Hosni A, Husain ZA. Evaluation of head and neck soft tissue sarcoma 8th edition pathologic staging system and proposal of a novel stage grouping system. Oral Oncology 2021, 114: 105137. PMID: 33422859, DOI: 10.1016/j.oraloncology.2020.105137.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedFemaleHead and Neck NeoplasmsHumansMaleMiddle AgedNeoplasm StagingPrognosisSarcomaConceptsNeck soft tissue sarcomasTumor size cutNational Cancer DatabaseSoft tissue sarcomasMultivariable analysisTissue sarcomasFive-year overall survivalNeoadjuvant therapy patientsT1-3 tumorsEnd Results (SEER) databaseAdjacent structuresEvaluation of headPaucity of dataNCDB cohortSEER cohortPrimary surgeryOverall survivalWorsened survivalAdverse prognosticatorPrognostic differencesResults databaseStaging systemT4 classificationTumor stageCancer Database
2020
Quantifying treatment selection bias effect on survival in comparative effectiveness research: findings from low-risk prostate cancer patients
Miccio JA, Talcott WJ, Jairam V, Park HS, Yu JB, Leapman MS, Johnson SB, King MT, Nguyen PL, Kann BH. Quantifying treatment selection bias effect on survival in comparative effectiveness research: findings from low-risk prostate cancer patients. Prostate Cancer And Prostatic Diseases 2020, 24: 414-422. PMID: 32989262, DOI: 10.1038/s41391-020-00291-3.Peer-Reviewed Original ResearchConceptsProstate cancer-specific survivalLow-risk prostate cancerExternal beam radiotherapyTreatment selection biasOverall survivalRadical prostatectomyProstate cancerOS differenceLow-risk prostate cancer patientsCancer-specific survivalEnd Results (SEER) databaseProstate cancer patientsClinical trial designEffectiveness researchComparative effectiveness researchPropensity-score matchingMethodsThe SurveillanceTreatment guidelinesResults databaseEntire cohortResultsA totalCancer patientsTreatment modalitiesNational registryPatient management
2019
Impact of contralateral lymph nodal involvement and extranodal extension on survival of surgically managed HPV-positive oropharyngeal cancer staged with the AJCC eighth edition
Miccio JA, Verma V, Kelly J, Kann BH, An Y, Park HS, Eskander A, Burtness B, Husain Z. Impact of contralateral lymph nodal involvement and extranodal extension on survival of surgically managed HPV-positive oropharyngeal cancer staged with the AJCC eighth edition. Oral Oncology 2019, 99: 104447. PMID: 31630059, DOI: 10.1016/j.oraloncology.2019.104447.Peer-Reviewed Original ResearchMeSH KeywordsAgedFemaleHumansLymph NodesMaleNeoplasm StagingOropharyngeal NeoplasmsPrognosisSurvival AnalysisConceptsOropharyngeal squamous cell carcinomaExtranodal extensionLymphovascular invasionKaplan-Meier overall survival analysisContralateral lymph node involvementHPV-positive oropharyngeal cancerFuture staging systemsNational Cancer DatabaseLymph node involvementLymph nodal involvementSquamous cell carcinomaAJCC eighth editionOverall survival analysisPathologic nodalInferior OSNodal involvementNode involvementWorse OSClinical stagingPrognostic factorsOropharyngeal cancerPositive marginsPrognostic importanceCell carcinomaCox regressionClinical Outcomes of Head and Neck Cancer Patients Who Undergo Resection, But Forgo Adjuvant Therapy
LOGANADANE G, KANN BH, PARK HS, JOHNSON SB, MEHRA S, JUDSON BL, BHATIA A, BELKACEMI Y, YARBROUGH WG, BURTNESS B, HUSAIN ZA. Clinical Outcomes of Head and Neck Cancer Patients Who Undergo Resection, But Forgo Adjuvant Therapy. Anticancer Research 2019, 39: 4885-4890. PMID: 31519591, DOI: 10.21873/anticanres.13674.Peer-Reviewed Original ResearchConceptsLocoregional recurrence-free survivalAdjuvant therapyNeck squamous cell carcinomaOutcomes of patientsRecurrence-free survivalSquamous cell carcinomaNeck cancer patientsHNSCC patientsClinical outcomesRecurrence rateCell carcinomaMean TTPCancer patientsPatientsTherapyResectionMonthsOutcomesHNSCCSurgeryCarcinomaHeadIncidenceProgressionOverall survival is improved when DCIS accompanies invasive breast cancer
Kole AJ, Park HS, Johnson SB, Kelly JR, Moran MS, Patel AA. Overall survival is improved when DCIS accompanies invasive breast cancer. Scientific Reports 2019, 9: 9934. PMID: 31289308, PMCID: PMC6616329, DOI: 10.1038/s41598-019-46309-2.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAged, 80 and overBiomarkers, TumorBreast NeoplasmsCarcinoma, Ductal, BreastCarcinoma, Intraductal, NoninfiltratingCarcinoma, LobularCombined Modality TherapyFemaleFollow-Up StudiesHumansMiddle AgedNeoplasm InvasivenessPrognosisReceptor, ErbB-2Receptors, EstrogenReceptors, ProgesteroneRetrospective StudiesSurvival RateConceptsInvasive ductal carcinomaOverall survivalDCIS componentDuctal carcinomaBreast cancerER/PR positivityPure invasive ductal carcinomasMultivariable Cox modelingReceipt of mastectomyNational Cancer DatabaseSuperior overall survivalNode-negative diseaseBetter overall survivalInvasive breast cancerFavorable clinical characteristicsTreatment-related variablesUseful prognostic factorBreast cancer patientsInvasive tumor sizeDifferent biological behaviorPR positivityClinical characteristicsNegative diseaseCox modelingPrognostic factorsDefining an Intermediate-risk Group for Low-grade Glioma: A National Cancer Database Analysis
JAIRAM V, KANN BH, PARK HS, MICCIO JA, BECKTA JM, YU JB, PRABHU RS, GAO SJ, MEHTA MP, CURRAN WJ, BINDRA RS, CONTESSA JN, PATEL KR. Defining an Intermediate-risk Group for Low-grade Glioma: A National Cancer Database Analysis. Anticancer Research 2019, 39: 2911-2918. PMID: 31177129, DOI: 10.21873/anticanres.13420.Peer-Reviewed Original ResearchConceptsIntermediate-risk groupInferior overall survivalOverall survivalAdjuvant therapyLow-grade gliomasTumor sizePrognostic featuresMultivariate analysisPre-operative tumor sizeNational Cancer Database AnalysisNational Cancer DatabaseLow-risk patientsCohort of patientsKaplan-Meier methodPoor prognostic featuresGross total resectionHigh-risk groupPatterns of careAdditional prognostic featuresRTOG 9802Clinical factorsTotal resectionCancer DatabaseRisk groupsClinical classificationPathologic staging changes in oral cavity squamous cell carcinoma: Stage migration and implications for adjuvant treatment
Lee NCJ, Eskander A, Park HS, Mehra S, Burtness BA, Husain Z. Pathologic staging changes in oral cavity squamous cell carcinoma: Stage migration and implications for adjuvant treatment. Cancer 2019, 125: 2975-2983. PMID: 31090934, DOI: 10.1002/cncr.32161.Peer-Reviewed Original ResearchConceptsOral cavity squamous cell carcinomaPathologic extranodal extensionDepth of invasionAJCC Cancer Staging ManualCancer Staging ManualSquamous cell carcinomaOverall survivalPT3N0 patientsStage migrationStaging ManualCell carcinomaStaging systemAJCC-8 staging systemPathologic tumor classificationNational Cancer DatabaseRisk of deathNew staging systemPStage IVBUpstaged tumorsAdjuvant treatmentDefinitive surgeryExtranodal extensionPostoperative radiotherapyPT classificationPT1 tumorsRadiation therapy treatment facility and overall survival in the adjuvant setting for locally advanced head and neck squamous cell carcinoma
Lee NCJ, Kelly JR, An Y, Park HS, Judson BL, Burtness BA, Husain ZA. Radiation therapy treatment facility and overall survival in the adjuvant setting for locally advanced head and neck squamous cell carcinoma. Cancer 2019, 125: 2018-2026. PMID: 30748002, PMCID: PMC6541535, DOI: 10.1002/cncr.32001.Peer-Reviewed Original ResearchConceptsHigh-volume surgical facilitiesPostoperative radiation therapyNeck squamous cell carcinomaSquamous cell carcinomaOverall survivalSurvival benefitCell carcinomaSurgical facilitiesPropensity score-matched cohortAnnual case volumeDefinitive surgeryAdvanced headOS improvementImproved outcomesRadiation therapyCase volumeOral cavityPatientsReduced hazardMultivariate analysisSurgeryInvasive HNSCCCarcinomaSurvivalTreatment
2018
Pretreatment Identification of Head and Neck Cancer Nodal Metastasis and Extranodal Extension Using Deep Learning Neural Networks
Kann BH, Aneja S, Loganadane GV, Kelly JR, Smith SM, Decker RH, Yu JB, Park HS, Yarbrough WG, Malhotra A, Burtness BA, Husain ZA. Pretreatment Identification of Head and Neck Cancer Nodal Metastasis and Extranodal Extension Using Deep Learning Neural Networks. Scientific Reports 2018, 8: 14036. PMID: 30232350, PMCID: PMC6145900, DOI: 10.1038/s41598-018-32441-y.Peer-Reviewed Original ResearchConceptsExtranodal extensionNodal metastasisPatient managementNeck cancer patient managementBlinded test setClinical decision-making toolCancer patient managementNeck cancer managementPostoperative pathologyPretreatment identificationCancer managementMetastasisRadiographic identificationCharacteristic curveCliniciansConvolutional neural networkHuman cliniciansNeural networkHeadDeep learning convolutional neural networkLymphDeep learning neural networkAssociation Between Radiation Dose and Outcomes With Postoperative Radiotherapy for N0-N1 Non–Small Cell Lung Cancer
Wang EH, Corso CD, Park HS, Chen AB, Wilson LD, Kim AW, Decker RH, Yu JB. Association Between Radiation Dose and Outcomes With Postoperative Radiotherapy for N0-N1 Non–Small Cell Lung Cancer. American Journal Of Clinical Oncology 2018, 41: 152-158. PMID: 26523443, DOI: 10.1097/coc.0000000000000245.Peer-Reviewed Original ResearchMeSH KeywordsAcademic Medical CentersAgedCarcinoma, Non-Small-Cell LungCohort StudiesDatabases, FactualDisease-Free SurvivalDose-Response Relationship, RadiationFemaleHumansLung NeoplasmsMaleMargins of ExcisionMiddle AgedMultivariate AnalysisNeoplasm InvasivenessNeoplasm StagingPneumonectomyPrognosisProportional Hazards ModelsRadiotherapy DosageRadiotherapy, AdjuvantRadiotherapy, Intensity-ModulatedRetrospective StudiesSurvival AnalysisTreatment OutcomeConceptsNon-small cell lung cancerPostoperative radiotherapyCell lung cancerIntensity-modulated radiation therapyPORT doseOverall survivalLung cancerRadiation therapyUse of PORTNational Cancer Data BaseStage IIProportion of patientsGroup of patientsProportional hazards regressionEvidence of benefitSurgical resectionWorse survivalMultivariable analysisHazards regressionRetrospective studyConformal radiationPatientsRadiotherapy techniquesRadiation modalitiesModern treatment
2017
Role of Adjuvant Treatment in Esophageal Cancer With Incidental Pathologic Node Positivity
Gao SJ, Park HS, Corso CD, Rutter CE, Kim AW, Johung KL. Role of Adjuvant Treatment in Esophageal Cancer With Incidental Pathologic Node Positivity. The Annals Of Thoracic Surgery 2017, 104: 267-274. PMID: 28456393, DOI: 10.1016/j.athoracsur.2017.01.092.Peer-Reviewed Original ResearchConceptsMargin-positive patientsSurgical resectionEsophageal cancer patientsMargin-negative patientsAdjuvant treatmentChemoradiation therapyOverall survivalCarcinoma patientsCancer patientsMultivariable Cox regression analysisNational Cancer Data BaseSquamous cell carcinoma patientsPathologic nodal involvementPathologic node positivityConcurrent chemoradiation therapyAdjuvant chemoradiation therapyCell carcinoma patientsEsophageal carcinoma patientsCox regression analysisFurther prospective studiesOptimal adjuvant treatmentLog-rank testKaplan-Meier estimationAdjuvant chemotherapyN0 patientsThe prognostic value of extranodal extension in human papillomavirus‐associated oropharyngeal squamous cell carcinoma
An Y, Park HS, Kelly JR, Stahl JM, Yarbrough WG, Burtness BA, Contessa JN, Decker RH, Koshy M, Husain ZA. The prognostic value of extranodal extension in human papillomavirus‐associated oropharyngeal squamous cell carcinoma. Cancer 2017, 123: 2762-2772. PMID: 28323338, DOI: 10.1002/cncr.30598.Peer-Reviewed Original ResearchMeSH KeywordsCarcinoma, Squamous CellChemoradiotherapy, AdjuvantFemaleHead and Neck NeoplasmsHumansMaleMiddle AgedMultivariate AnalysisNeoplasm InvasivenessNeoplasm StagingOropharyngeal NeoplasmsOtorhinolaryngologic Surgical ProceduresPapillomaviridaePapillomavirus InfectionsPrognosisPropensity ScoreProportional Hazards ModelsRadiotherapy, AdjuvantRetrospective StudiesSquamous Cell Carcinoma of Head and NeckSurvival RateConceptsOropharyngeal squamous cell carcinomaENE-positive patientsHPV-positive oropharyngeal squamous cell carcinomaExtranodal extensionHPV-positive patientsOverall survivalPrimary surgeryPT4 tumorsAdjuvant chemoradiationConcurrent chemoradiotherapyAdjuvant treatmentPositive oropharyngeal squamous cell carcinomaPT3/pT4 tumorsMultivariable Cox regression analysisNational Cancer Data BasePredictors of OSPropensity score-matched comparisonAdjuvant concurrent chemoradiotherapyCharlson-Deyo scoreInvolved lymph nodesAdverse prognostic factorInferior overall survivalLymph node statusCox regression analysisSingle-institution studyPredictors of Nonadherence to NCCN Guideline Recommendations for the Management of Stage I Anal Canal Cancer.
Kole AJ, Stahl JM, Park HS, Khan SA, Johung KL. Predictors of Nonadherence to NCCN Guideline Recommendations for the Management of Stage I Anal Canal Cancer. Journal Of The National Comprehensive Cancer Network 2017, 15: 355-362. PMID: 28275036, DOI: 10.6004/jnccn.2017.0035.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAged, 80 and overAntineoplastic Combined Chemotherapy ProtocolsAnus NeoplasmsCombined Modality TherapyDatabases, FactualDisease ManagementFemaleHumansMaleMedication AdherenceMiddle AgedNeoplasm GradingNeoplasm StagingOdds RatioPractice Guidelines as TopicPrognosisProportional Hazards ModelsRisk FactorsTreatment OutcomeConceptsAnal canal cancerAnal cancerNCCN recommendationsSurgical proceduresNCCN Clinical Practice GuidelinesNational Cancer Data BaseGuideline-discordant careAnal canal carcinomaPredictors of nonadherenceClinical practice guidelinesHigh tumor gradeLow-grade tumorsLogistic regression modelingNon-academic facilitiesChi-square testDefinitive chemoradiotherapyGuideline concordantConcurrent chemoradiotherapyAnal carcinomaStandard therapyClinicopathologic factorsGuideline recommendationsMultivariable analysisMale sexTumor sizeA Comparison of Prognostic Ability of Staging Systems for Human Papillomavirus–Related Oropharyngeal Squamous Cell Carcinoma
Husain ZA, Chen T, Corso CD, Wang Z, Park H, Judson B, Yarbrough W, Deshpande H, Mehra S, Kuo P, Decker RH, Burtness BA. A Comparison of Prognostic Ability of Staging Systems for Human Papillomavirus–Related Oropharyngeal Squamous Cell Carcinoma. JAMA Oncology 2017, 3: 358-365. PMID: 27737449, DOI: 10.1001/jamaoncol.2016.4581.Peer-Reviewed Original ResearchConceptsOropharyngeal squamous cell cancerAJCC/UICC systemStaging systemStage IAStage IBHuman papillomavirusPrognostic abilityUICC systemAJCC/UICC staging systemStage IICurrent American Joint CommitteeOropharyngeal squamous cell carcinomaInternational Cancer Control (UICC) staging systemOropharyngeal cancer NetworkNational Cancer DatabasePrimary radiation therapyOverall survival rateAmerican Joint CommitteeCancer/UnionEdition staging systemKaplan-Meier methodSquamous cell cancerNovel staging systemSquamous cell carcinomaLog-rank test
2016
Adjuvant chemotherapy and overall survival in adult medulloblastoma
Kann BH, Lester-Coll NH, Park HS, Yeboa DN, Kelly JR, Baehring JM, Becker KP, Yu JB, Bindra RS, Roberts KB. Adjuvant chemotherapy and overall survival in adult medulloblastoma. Neuro-Oncology 2016, 19: 259-269. PMID: 27540083, PMCID: PMC5464064, DOI: 10.1093/neuonc/now150.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAgedAged, 80 and overAntineoplastic Combined Chemotherapy ProtocolsCerebellar NeoplasmsChemoradiotherapy, AdjuvantChemotherapy, AdjuvantCraniospinal IrradiationFemaleFollow-Up StudiesHumansMaleMedulloblastomaMiddle AgedNeoplasm StagingPrognosisRadiotherapy, AdjuvantSurvival RateYoung AdultConceptsGy craniospinal irradiationCraniospinal irradiationOverall survivalM0 patientsAdjuvant chemotherapyAdult MBMultivariable Cox proportional hazard modelingHigh-dose craniospinal irradiationNational Cancer Data BaseCox proportional hazard modelingSuperior overall survivalPlanned subgroup analysisMultivariable logistic regressionNational database analysisLog-rank testProportional hazard modelingPediatric medulloblastoma patientsCSI dosesPostoperative chemotherapySurgical resectionSurvival impactYear OSMultivariable analysisSubgroup analysisRisk factors
2015
Angiotensin-converting enzyme inhibitors decrease the risk of radiation pneumonitis after stereotactic body radiation therapy
Harder EM, Park HS, Nath SK, Mancini BR, Decker RH. Angiotensin-converting enzyme inhibitors decrease the risk of radiation pneumonitis after stereotactic body radiation therapy. Practical Radiation Oncology 2015, 5: e643-e649. PMID: 26412341, DOI: 10.1016/j.prro.2015.07.003.Peer-Reviewed Original ResearchConceptsStereotactic body radiation therapyACE inhibitor useNonsteroidal anti-inflammatory drugsAngiotensin receptor blockersRadiation pneumonitisSymptomatic radiation pneumonitisInhibitor useBody radiation therapyAnti-inflammatory drugsRadiation therapyReceptor blockersACE inhibitorsAngiotensin-converting enzyme inhibitor useACE inhibitor usersCommon Terminology CriteriaEnzyme inhibitor usePrimary lung cancerNormal lung tissuesAvailable medical recordsCox proportional hazardsPulmonary doseTerminology CriteriaInhibitor usersAdverse eventsOverall survivalPredictors of vaginal stenosis after intravaginal high-dose-rate brachytherapy for endometrial carcinoma
Park HS, Ratner ES, Lucarelli L, Polizzi S, Higgins SA, Damast S. Predictors of vaginal stenosis after intravaginal high-dose-rate brachytherapy for endometrial carcinoma. Brachytherapy 2015, 14: 464-470. PMID: 25887343, DOI: 10.1016/j.brachy.2015.03.001.Peer-Reviewed Original ResearchConceptsVaginal stenosisDilator useIndependent predictorsEndometrial carcinomaTotal doseRate brachytherapyMultivariable logistic regression analysisExternal beam radiation therapyCommon Terminology CriteriaEffective adjuvant treatmentMonths of followupPost-treatment factorsBeam radiation therapyHigher total doseLogistic regression analysisTerminology CriteriaAdjuvant treatmentFollowup visitMean followupAdverse eventsLast followupMultivariable analysisRisk factorsRadiation therapyPatients