Uncovering Epigenetic and Transcriptional Drivers of Neuroendocrine Plasticity at Single-Cell Level in Patients with Small Cell Lung Cancer Transformation
Uncovering Epigenetic and Transcriptional Drivers of Neuroendocrine Plasticity at Single-Cell Level in Patients with Small Cell Lung Cancer Transformation
批准号:
10540383
负责人:
Joseph Minhow Chan
金额:
$27.82万
依托单位国家:
美国
项目类别:
财政年份:
2021
资助国家:
美国
项目状态:
未结题
起止时间:
2021-12-15 至 2026-11-30
关键词:
ASCL1 geneATAC-seqAblationAdvisory CommitteesAtlasesAutomobile DrivingBETA2 proteinCancer CenterCancer HistologyCancer ModelCell NucleusCellsChemoresistanceClassificationClinicalCollaborationsComputing MethodologiesDoctor of PhilosophyDrug TargetingELF3 geneEnvironmentEpidermal Growth Factor ReceptorEpigenetic ProcessFacultyFundingGenesGenetic TranscriptionGenomicsGoalsHistologicHistologyHumanIn VitroKnock-outLasersLibrariesLungLung AdenocarcinomaMachine LearningMalignant NeoplasmsMalignant neoplasm of lungMedical OncologyMemorial Sloan-Kettering Cancer CenterMentorsModelingMolecularMusMutationNeoplasm MetastasisNeurosecretory SystemsNon-Small-Cell Lung CarcinomaOncogenicPatient CarePatientsPhenotypePhysiciansPlayPopulationPre-Clinical ModelPreparationProcessRB1 geneRNARecurrenceRegulator GenesRelapseResearchResearch ProposalsResistanceResourcesRiskRoleSamplingScientistSignal TransductionTP53 geneTherapeuticTrainingValidationVariantbiomarker identificationcancer cellcancer subtypescancer typecareercareer developmentcell transformationcohortepigenetic regulationexperienceexperimental studygenetic manipulationin vivoin vivo Modelinnovationlaboratory experiencemolecular markernotch proteinnovel drug classoverexpressionpatient derived xenograft modelpre-clinicalpreclinical studypressurepreventprogramsresearch and developmentsingle cell sequencingsingle-cell RNA sequencingskillssmall cell lung carcinomatargeted treatmenttenure tracktherapeutic targettherapy resistanttranscription factortranscriptomicstumortumor heterogeneitywhole genome
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PROJECT SUMMARY/ABSTRACT
Research: In lung adenocarcinoma (LUAD), neuroendocrine (NE) transformation to small cell lung cancer
(SCLC) is associated with metastasis and resistance to targeted therapies. This lineage plasticity often leads to
LUAD and SCLC admixed in the same tumor. We demonstrated that laser-microdissected LUAD and SCLC
intratumoral components share truncal mutations, confirming NE transformation. SCLC itself is classified as
classical, variant, and non-NE subtypes. Preclinical studies demonstrate that variant and non-NE subtypes have
increased risk for metastasis and chemoresistance. It is poorly understood what gene regulatory mechanism
drives SCLC transformation and SCLC subtype switching. Single-cell RNA and ATAC sequencing (scRNA-seq,
snATAC-seq) in samples of combined LUAD/SCLC histology present an ideal platform to characterize the
intratumoral heterogeneity of NE plasticity. As a control reference, we completed scRNA-seq in a cohort of de
novo SCLC (Chan, et al. bioRxiv, under review at Cancer Cell). We performed scRNA-seq in an initial cohort of
combined LUAD/SCLC and found significantly increased intratumoral subtype diversity in transformed SCLC (T-
SCLC). We found Notch suppression in T-SCLC and reactivation with subsequent SCLC subtype diversification.
We observed overexpressed SOX2 and ELF3 in pre-transformed vs classical LUAD, and PHOX2B and ELF3 in
T-SCLC vs de novo SCLC. We hypothesize that under RB1 and TP53 loss, key transcription factors (SOX2,
PHOX2B, ELF3), epigenetic regulators, and modulation of Notch signaling all contribute to NE transformation
and subtype diversification. We will leverage scRNA-seq and snATAC-seq in samples of combined LUAD/SCLC
histology to 1) identify molecular markers of subclonal populations, 2) reconstruct the regulatory network, and 3)
validate transcriptomic and epigenetic drivers of NE plasticity in preclinical in vitro and in vivo models, including
an EGFR+ LUAD patient-derived xenograft undergoing NE transformation after osimertinib treatment.
Candidate: Dr. Joseph Chan, MD, PhD is a Medical Oncology Fellow at MSKCC. He aims to become an
independent, tenure-track physician-scientist investigating lineage plasticity in metastasis and treatment
resistance in cancer. His mentors Drs. Charles Rudin and Dana Pe’er are leading experts in lung cancer and
single-cell sequencing, respectively. Dr. Chan proposes a five-year period of mentored training to acquire wet
lab and advanced computational skills. His wet lab training will include 1) single-cell library preparation and 2)
genetic manipulation of preclinical models for functional validation. His computational training will include 1)
snATAC-seq analysis and 2) advanced machine learning. His advisory committee—Drs. Charles Sawyers,
Helena Yu, Ronan Chaligné, and Christina Leslie—will guide his training and research.
Environment: MSKCC is a cancer center renowned for patient care, innovative research, and training for junior
faculty seeking careers as independent physician-scientists. MSKCC houses the Single Cell Research Initiative
that advances single-cell sequencing, which will support this proposal for research and career development.
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Uncovering Epigenetic and Transcriptional Drivers of Neuroendocrine Plasticity at Single-Cell Level in Patients with Small Cell Lung Cancer Transformation
-
批准号:10370691
-
项目类别:
-
资助金额:$27.82万
-
财政年份:2021
-
负责人:Joseph Minhow Chan
-
依托单位:
国内基金
海外基金
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