Diagnosis of Esophageal Squamous Cell Carcinoma in Low-Income Countries
Diagnosis of Esophageal Squamous Cell Carcinoma in Low-Income Countries
批准号:
10325590
负责人:
Daniel Gregory Lunz
金额:
$40.0万
依托单位:
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:
已结题
起止时间:
2021-09-21 至 2023-09-27
关键词:
AddressAdmixtureAlcohol consumptionAlgorithmsBarrett EsophagusBiological AssayBiological MarkersBiotechnologyBlindedCancer EtiologyCessation of lifeClassificationClinicalCohort StudiesCountryDNADNA MethylationDataDeath RateDeglutitionDetectionDevelopmentDevicesDiagnosisDiagnosticDiagnostic testsDiseaseDyspepsiaEarly DiagnosisEndoscopyEsophageal NeoplasmsEsophageal Squamous Cell CarcinomaEsophagitisEsophagogastroduodenoscopyFundingGastroesophageal reflux diseaseGenesGenomic DNAGoalsHealthHealth Care CostsHealthcareIncidenceIncomeInfrastructureInternationalLegal patentMachine LearningMalignant neoplasm of esophagusMeasuresMethodsMethylationModelingMonte Carlo MethodMorbidity - disease rateNon-MalignantPatientsPeptic UlcerPerformancePhasePilot ProjectsPopulations at RiskPoriferaProceduresQuality of lifeReproducibilityResearchRiskSamplingSeedsSensitivity and SpecificitySmall Business Technology Transfer ResearchSpecificitySpecimenSubgroupTAC1 geneTanzaniaTestingTissue SampleTobacco smoking behaviorTobacco useTrainingUniversitiesValidationalcohol effectbasebiomarker panelcandidate markercapsulecase controlcohortcostdiagnostic assaydiagnostic biomarkeresophageal squamous cell cancerexperimental studyimprovedlearning classifierlow and middle-income countrieslow income countrymachine learning algorithmmethylation biomarkermortalitynon-smokernovelnovel diagnosticsprognostic assaysprogramsrandom forestsuccess
中文摘要
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英文摘要
Esophageal squamous cell carcinoma (ESCC) causes more than 509,000 deaths per year worldwide, and
over 80% of these cases occur in low- and middle-income countries (LMICs). In the settings where it is
available and affordable, ESCC diagnosis is made using the highly invasive and expensive procedure known
as esophagogastroduodenoscopy (EGD, also referred to as upper endoscopy). However, citizens of
underdeveloped countries often do not have widespread access to EGD; thus, there is a pressing need for
easier, safer, cheaper, more accessible ESCC diagnostic strategies. We have developed a strategy based on
our exciting preliminary data in ESCC patients: a swallowable, retrievable sponge-capsule device (EsophaCap)
combined with a sensitive, specific DNA methylation biomarker panel (JHU patent pending) and machine
learning classifiers. Capsulomics, Inc., a startup company from Johns Hopkins University, will commercialize
this assay, termed “EsoCAN,” for ESCC diagnosis.
The goal of this project is to explore the feasibility and development of a non-endoscopic diagnostic test as
a more convenient, inexpensive, and more widely usable alternative to EGD in LMICs. Ultimately, this test,
when applied to at-risk populations, is likely to significantly improve survival and quality of life. As an initial
step toward this goal, we will pursue the following Specific Aims: Aim 1, analytical and clinical validation of
quantitative methylation-specific PCR (qMSP) assays for 5 candidate loci: cg20655070, SLC35F1, TAC1,
ZNF132, and ZNF542, including a pilot study of EsophaCap collected specimens from 50 ESCC patients and
70 controls, and Aim 2, creation of multivariate machine learning (ML) diagnostic biomarker models. In Phase
II, we will further develop and evaluate our non-endoscopic diagnostic test in a larger patient cohort for
accuracy of ESCC diagnosis in LMICs.
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专著(0)
科研奖励(0)
会议论文
A Novel Strategy for Diagnosis of Esophageal Adenocarcinoma.
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批准号:10009836
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项目类别:
-
资助金额:$25.08万
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财政年份:2020
-
负责人:Daniel Gregory Lunz
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依托单位:
海外基金