grant

Project 2: Cellular topography and function of the breast cancer tissue microenvironment

Organization STANFORD UNIVERSITYLocation STANFORD, UNITED STATESPosted 14 Sept 2021Deadline 31 Aug 2026
NIHUS FederalResearch GrantFY20252-Oxoglutarate 5-Dioxygenase Procollagen-LysineAbscissionAntibodiesAutomobile DrivingAvidityBindingBiopsyBody TissuesBreast CancerBreast MetastasisCRISPR interferenceCRISPR-dCas9-mediated repressionCRISPR/dCas9 interferenceCRISPR/dCas9-mediated transcriptional inhibitionCRISPRiCell BodyCell CommunicationCell InteractionCell-Extracellular MatrixCell-to-Cell InteractionCellsClinicalClustered Regularly Interspaced Short Palindromic Repeats interferenceCollagenCollagen Lysyl HydroxylaseCollagen PeptidaseCollagen-Degrading EnzymeDataData SetDeaminaseDisease ProgressionDistantEC 2.4ECMER PositiveER+Enzyme GeneEnzymesEsteroproteasesEstrogen receptor positiveExcisionExtirpationExtracellular MatrixFamilyFibroblastsFrequenciesGlycansGlycoside TransferasesHydroxylasesHydroxylationImageImmuneImmune Cell ActivationImmune EvasionImmunesImmunosuppressionImmunosuppression EffectImmunosuppressive EffectInvadedLabelLibrariesLocationLysine 2-Oxoglutarate DioxygenaseLysine HydroxylaseLysyl HydroxylaseMALD-MSMALDIMALDI-MSMachine LearningMacrophageMalignant Breast NeoplasmMapsMass Photometry/Spectrum AnalysisMass SpectrometryMass SpectroscopyMass SpectrumMass Spectrum AnalysesMass Spectrum AnalysisMetabolicMetabolic GlycosylationMetalsMetastasisMetastasizeMetastatic LesionMetastatic MassMetastatic NeoplasmMetastatic TumorMetastatic breast cancerMethodsMixed Function OxidasesMixed Function OxygenasesModelingModificationMolecularMolecular InteractionMonooxygenasesMorphologyMultiplexed Ion Beam ImagingNeighborhoodsNeoplasm MetastasisNivolumabNormal TissueNormal tissue morphologyOpdivoOperative ProceduresOperative Surgical ProceduresOrganoidsOutcomePathogenesisPatientsPeptidasesPeptide HydrolasesPeptidesPeptidyl Prolyl HydroxylasePlayPolysaccharidesPopulationProcessProcollagen Prolyl 4-HydroxylaseProcollagen-Proline DioxygenaseProline HydroxylaseProline,2-Oxoglutarate 4-DioxygenaseProlyl 4-HydroxylaseProlyl HydroxylaseProtease GeneProteasesProtein GlycosylationProteinasesProteinsProteolytic EnzymesProteomicsProtocollagen Lysyl HydroxylaseProtocollagen Prolyl HydroxylaseReceptor ProteinRemovalResearch ResourcesResearch SpecimenResolutionResourcesRiskRoleSamplingSecondary NeoplasmSecondary TumorSiteSpecimenSpectrometry, Mass, Matrix-Assisted Laser Desorption-IonizationSpectroscopy, Mass, Matrix-Assisted Laser Desorption-IonizationStaining methodStainsStromal CellsStructureSurgicalSurgical InterventionsSurgical ProcedureSurgical RemovalTNBCTestingTherapeuticTimeTissue SampleTissue imagingTissuesTumor CellTumor Cell MigrationVisualizationWorkbiobankbiorepositorybreast cancer metastasisbreast cancer progressionbreast imagingcancer metastasiscancer microenvironmentcell typeclinical significanceclinically significantcollagenasecrosslinkdrivingglycosylationglycosyltransferasehigh riskimage-based methodimagingimaging mass spectrometryimaging methodimaging modalityimmune activationimmune evasiveimmune suppressionimmune suppressive activityimmune suppressive functionimmunosuppressive activityimmunosuppressive functionimmunosuppressive responsemachine based learningmalignant breast tumormammary imagingmass spectrometric imagingmatrix assisted laser desorption ionizationmetastatic breast tumormetastatic mammary cancermetastatic mammary tumorneoplastic cellpermissivenesspreventpreventingreceptorrecruitrepressing CRISPR-dCas9 systemresectionresolutionsresponsesialylationsocial rolespatial RNA sequencingspatial gene expression analysisspatial gene expression profilingspatial resolved transcriptome sequencingspatial transcriptome analysisspatial transcriptome profilingspatial transcriptome sequencingspatial transcriptomicsspatially resolved transcriptomicsspatio transcriptomicssurgerytooltranscriptomicstriple-negative breast cancertriple-negative invasive breast carcinomatumortumor cell metastasistumor microenvironment
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Full Description

Abstract/Project Summary
Breast cancer (BC) metastasis is an emergent feature that occurs when the tumor’s ability to recruit metabolic

resources, avoid immune activation, and disseminate to distant sites exceeds the capacity of surrounding normal

tissue to prevent these processes. In line with this, work over the last decade has demonstrated the crucial role

played by the tumor microenvironment (TME) in promoting or deterring BC progression. Tumor cell migration

and immune recruitment have both been shown to be heavily influenced by fibroblasts and the surrounding

extracellular matrix (ECM) they produce. Additionally, protein glycosylation has been shown to modulate these

interactions. To understand how tumor glycosylation and ECM remodeling interact to potentiate BC metastasis,

we will use spatial transcriptomics and two complementary mass spectrometry methods, MIBI-TOF and MALDI,

to identify glycan-dependent, cell-cell, and cell-ECM interactions that shift the TME toward tumor permissive

states. All three analyses will be performed on spatially-coregistered serial sections from the same tissue blocks.

In doing so, comprehensive single-cell maps of each tissue sample constructed by MIBI-TOF can be directly

superimposed with de novo proteomic and transcriptomic data. We will map and enumerate the lineage and

major functional subsets of tumor and stromal cells with respect to relevant therapeutic and molecular

parameters to understand how the BC TME evolves with disease progression. These features will be overlaid

with de novo imaging of tissue glycans to identify potential mechanisms of immune evasion that involve tumor

sialoglycans and macrophage-bound SIGLECs. The frequency and spatial enrichment of these features will be

correlated with spatial transcriptomics data to identify regulatory glycosyltransferases promoting these

interactions. Next, ECM-MALDI and MIBI-TOF data will be used to identify how collagen type, hydroxylation, and

crosslinking shift in coordination with the collagen structure and function of neighboring cell populations. In

particular, we will focus on understanding how the activity of two families of enzymes, prolyl and lysyl

hydroxylases, drive structural changes in the ECM that promote BC metastasis. The clinical significance of these

extracted cellular and molecular definitions of ECM remodeling will be assessed with respect to metastatic risk,

stage, and IC subtype. Taken together, this work will provide an unprecedented view into how TME structure

and cell-cell interactions between tumor and stroma relate to specific facets of the tumor ECM and glycome.

Grant Number: 5U54CA261719-05
NIH Institute/Center: NIH

Principal Investigator: Robert Angelo

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