Background
Type: Review

Salivary biomarkers: a promising approach for predicting immunotherapy response in head and neck cancers

Journal: Clinical and Translational Oncology (1699048X)Year: 2025Volume: Issue: 5Pages: 1887 - 1920
Nejat Dehkordi A. Maddahi M. Vafa P. Ebrahimi N. Aref A.R.Motamedi M.aAli M.a Nikzad M.H. Sadeghi-Aliabadi H.
DOI:10.1007/s12094-024-03742-8Language: English

Abstract

Head and neck cancers, including cancers of the mouth, throat, voice box, salivary glands, and nose, are a significant global health issue. Radiotherapy and surgery are commonly used treatments. However, due to treatment resistance and disease recurrence, new approaches such as immunotherapy are being explored. Immune checkpoint inhibitors (ICIs) have shown promise, but patient responses vary, necessitating predictive markers to guide appropriate treatment selection. This study investigates the potential of non-invasive biomarkers found in saliva, oral rinses, and tumor-derived exosomes to predict ICI response in head and neck cancer patients. The tumor microenvironment significantly impacts immunotherapy efficacy. Oral biomarkers can provide valuable information on composition, such as immune cell presence and checkpoint expression. Elevated tumor mutation load is also associated with heightened immunogenicity and ICI responsiveness. Furthermore, the oral microbiota may influence treatment outcomes. Current research aims to identify predictive salivary biomarkers. Initial studies indicate that tumor-derived exosomes and miRNAs present in saliva could identify immunosuppressive pathways and predict ICI response. While tissue-based markers like PD-L1 have limitations, combining multiple oral fluid biomarkers could create a robust panel to guide treatment decisions and advance personalized immunotherapy for head and neck cancer patients. © The Author(s), under exclusive licence to Federación de Sociedades Españolas de Oncología (FESEO) 2024.


Author Keywords

ExosomeImmune checkpoint inhibitorsmiRNAsPredictive biomarkersSaliva-based biomarkersfree energy surface analysisIκB inhibitorMD simulationsMM-GBSA binding energyNF-κB inhibitorQM-polarized ligand dockingfree energy surface analysisIκB inhibitorMD simulationsMM-GBSA binding energyNF-κB inhibitorQM-polarized ligand dockingfree energy surface analysisIκB inhibitorMD simulationsMM-GBSA binding energyNF-κB inhibitorQM-polarized ligand dockingfree energy surface analysisIκB inhibitorMD simulationsMM-GBSA binding energyNF-κB inhibitorQM-polarized ligand dockingMaleated polypropylenePolylactic acidReactive blendingTransesterification reactionZinc oxide nanoparticleMgO nanoparticlemiscibilityEsterificationHeterogeneous catalystNanocatalystResponse Surface Methodology (RSM)SpinelArtificial neural networksBolted shear connectorsComposite cold-formed steel beamsFinite element modelingSensitivity analysisStepwise regressionHybrid simulated annealingMaster surgery scheduleMixed integer programmingOperating room planningSurgeons’ preferencesWard bed constraintmaster surgical schedulingMSSrobust optimisationsimulation-optimisation approachuncertaintyL-shaped algorithmOperating roomSchedulingTwo-stage stochastic programmingBlind OwlExistential subjectOntological interactionOtherSemio-ontologicalAstragalus kuzehrashensisEndemic speciesGenome sizeMolecular phylogenySeed micromorphologySpecies delimitationTaxonomycone calorimetry testdeep neural networksEco-friendly materialsmicro-indentationthree-point bendingAbsorbed energyGFRP compositesLow-velocity impactNanoparticleSynergetic effectEnergy absorptionFunctionalized single-walled carbon nanotubeLow velocity impactLS-DYNA simulationPolymer compositesEllipsoidal particleFiber webMicrochannelNumerical simulationEnvironmental assessmentGreenhouse Gases (GHGs)Municipal Solid Waste (MSW)Official Development Plans (ODPs)System dynamicsDadenjan anticlineFars regionFracture distributionMineral explorationZagrosExternalized behavior disordersPhenomenologySelf-determination experiencesStudentsAcrylic coatingNanocompositeOptical propertiesPhysico-mechanical propertiesSilica nanoparticlesReservoir rockSemi-analytical methodSouth parsSubsidenceBiomechanicsFinite element analysisGiant cell tumorMechanical testsReconstruction methodsMechanical propertiesNanocompositesOptimizationResponse surface methodology

Other Keywords

Biomarkers, TumorExosomesHead and Neck NeoplasmsHumansImmune Checkpoint InhibitorsImmunotherapyMicroRNAsSalivaTumor Microenvironmentbiological markerimmune checkpoint inhibitormicroRNAprogrammed death 1 ligand 1immune checkpoint inhibitormicroRNAtumor markeradultcancer patientcontrolled studydrug combinationdrug therapyexosomefemalehead and neck cancerhumanimmunocompetent cellimmunogenicityimmunosuppressive treatmentimmunotherapymajor clinical studymalemouth floramultiple cycle treatmentmutational loadradiotherapyreviewsalivasalivary glandtumor microenvironmentchemistryexosomehead and neck tumorimmunologymetabolismprocedurestherapyHumansI-kappa B KinaseMolecular Dynamics SimulationNeoplasmsNF-kappa BPhosphorylationSignal TransductionI kappa Bimmunoglobulin enhancer binding proteink 252aligandquercetinI kappa B kinaseapoptosisArticlebinding affinitycancer inhibitioncell proliferationchemical structurecomputer modelcrystal structuredispersityenzyme active siteenzyme kineticsgene frequencyhumanhydrogen bondinhibition constantintegrative medicinemolecular dockingmolecular dynamicsmultidimensional scalingNF kB signalingpharmacophorepredictionprotein functionprotein phosphorylationprotein purificationprotein secondary structureprotein structurequantum mechanicssimulationstatic electricitysurface analysistoxicological parametersvirtual screeningworkflowX ray crystallographychemistryneoplasmHumansI-kappa B KinaseMolecular Dynamics SimulationNeoplasmsNF-kappa BPhosphorylationSignal TransductionI kappa Bimmunoglobulin enhancer binding proteink 252aligandquercetinI kappa B kinaseapoptosisArticlebinding affinitycancer inhibitioncell proliferationchemical structurecomputer modelcrystal structuredispersityenzyme active siteenzyme kineticsgene frequencyhumanhydrogen bondinhibition constantintegrative medicinemolecular dockingmolecular dynamicsmultidimensional scalingNF kB signalingpharmacophorepredictionprotein functionprotein phosphorylationprotein purificationprotein secondary structureprotein structurequantum mechanicssimulationstatic electricitysurface analysistoxicological parametersvirtual screeningworkflowX ray crystallographychemistryneoplasmHumansI-kappa B KinaseMolecular Dynamics SimulationNeoplasmsNF-kappa BPhosphorylationSignal TransductionI kappa Bimmunoglobulin enhancer binding proteink 252aligandquercetinI kappa B kinaseapoptosisArticlebinding affinitycancer inhibitioncell proliferationchemical structurecomputer modelcrystal structuredispersityenzyme active siteenzyme kineticsgene frequencyhumanhydrogen bondinhibition constantintegrative medicinemolecular dockingmolecular dynamicsmultidimensional scalingNF kB signalingpharmacophorepredictionprotein functionprotein phosphorylationprotein purificationprotein secondary structureprotein structurequantum mechanicssimulationstatic electricitysurface analysistoxicological parametersvirtual screeningworkflowX ray crystallographychemistryneoplasmHumansI-kappa B KinaseMolecular Dynamics SimulationNeoplasmsNF-kappa BPhosphorylationSignal TransductionI kappa Bimmunoglobulin enhancer binding proteink 252aligandquercetinI kappa B kinaseapoptosisArticlebinding affinitycancer inhibitioncell proliferationchemical structurecomputer modelcrystal structuredispersityenzyme active siteenzyme kineticsgene frequencyhumanhydrogen bondinhibition constantintegrative medicinemolecular dockingmolecular dynamicsmultidimensional scalingNF kB signalingpharmacophorepredictionprotein functionprotein phosphorylationprotein purificationprotein secondary structureprotein structurequantum mechanicssimulationstatic electricitysurface analysistoxicological parametersvirtual screeningworkflowX ray crystallographychemistryneoplasmBlendingCatalystsContact angleCrystallinityDifferential scanning calorimetryII-VI semiconductorsImpact strengthPolyestersPolymer blendsPolypropylenesScanning electron microscopySolubilityTensile strengthTransesterificationX ray diffractionEnergy-dispersive X-raysMaleated polypropylenesMelt-flow indexPolylactic acidReactive blendingTransesterification reactionWater dropletsX- ray diffractionsZinc oxide nanoparticles]+ catalystZnO nanoparticlesBlock copolymersHydrophilicityMagnesiaBlending processCristallinityExchange reactionMgO nanoparticlePoly lactic acidPolypropylene blendsNanoparticlesAluminum oxideCatalyst activityEsterificationEstersFabricationFuelsMetabolismMetalsMolar ratioNanocatalystsOleic acidParticle sizeParticle size analysisPore sizeSodium AluminateSurface propertiesTernary alloysUreaEsterification reactionsHeterogeneous catalystIndependent variablesNano-catalystResponse surface methodologySecond-order equationSolution combustion methodSpinelCopper compoundsABAQUSBoltsComposite beams and girdersFinite element methodForecastingMultilayer neural networksRegression analysisShear flowSteel beams and girdersStuds (structural members)Bolted shear connectorCold-formed steelCold-formed steel beamsComposite beamComposite cold-formed steel beamElement modelsFinite element modelingShear connectorSteel compositesStepwise regressionSensitivity analysisInteger programmingSurgeryUncertainty analysisGray wolvesLength of stayMaster surgical schedulingMixed-Integer ProgrammingMSSOptimization approachRobust optimizationSimulation optimizationSimulation-optimization approachUncertaintyGenetic algorithmsBending testsCalorimetryCarbon fiber reinforced plasticsDeep reinforcement learningFlammability testingIndentationStress-strain curvesCalorimetry testsCone calorimeterCone calorimetryCone calorimetry testEco-friendly materialsMachine-learningMicro indentationNeural-networksPredictive modelsThree-points bendingDeep neural networksComputer simulationDepositsEquations of motionFlow fieldsHeat sinksLagrange multipliersMicrochannelsNylon textilesChannel entrancesComputational domainsComputer codesEllipsoidal particlesEulerian approachFiber motionFiber webHydraulic diameterInlet ductsLagrangian approachesMicro channel heat sinksMicro-fiberNon-SphericalNumerical approachesNumerical dataNumerical investigationsParallel channelRotational motionWater flowsWeb formationsFibersZagrosBinary alloysClay alterationFractureLead alloysMineral explorationPhotomappingSatellite imageryZinc alloysBasement faultsDadenjan anticlineFars regionFold-thrust beltsFracture distributionsFracture setsOre depositionRemote sensing approachesZagros fold-and-thrust beltsdepositionfold and thrust belthydrocarbon reservehydrocarbon resourcehydrothermal alterationLandsatmapping methodmineralizationremote sensingSentinelFilm preparationMechanical propertiesNanocomposite filmsNanocompositesOptical propertiesPlastic coatingsPolymerizationSurface roughnessSurface treatment2-hydroxyethyl methacrylateAcrylic coatingsInorganic nanoparticleMethylene diphenyl diisocyanateMini-emulsion polymerizationNano-composite coatingPhysicomechanical propertiesSurface modification processSilica nanoparticlesArabian SeaIndian OceanIranPersian GulfSouth Pars Gas FieldCompactionGas industryPressure dropRocksLand subsidenceModelling methodReservoir compactionReservoir rockReservoir thicknessSemi-analytical methodsSouth parsUniaxial compactiongas fieldhydrocarbon reservoirnumerical methodsubsidenceBiomechanical PhenomenaCurettageFemurFinite Element AnalysisNeoplasms, Bone TissueRisk Assessmentbiomechanicsbone tumorpathologygentamicin bone cementbone defectbone remodelingbone strengthcancer recurrencedaily life activityEditorialhigh risk patientorthopedic surgeryosteoclastomaosteosynthesispostoperative complicationrecurrence risktreatment outcomeBoneDefectsMechanical testingTransplantation (surgical)Tumorsbone cementhydroxyapatitepoly(methyl methacrylate)titaniumBiomechanical studiesBiomechanical testsCurrent treatmentsDefect reconstructionGeometrical propertyGiant cell tumorPostoperative complicationsReconstruction methodadjuvant therapyallograftamputationautograftbody weightbone graftbone resectioncryosurgeryin vitro studyinternal fixatorosteoarthritispathologic fracturephysical activityreconstructive surgeryReviewrisk reductionsurgical approachsurgical techniquex-ray computed tomography