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Diagnosis of Cervical Precancers Using Raman Spectroscopy

Diagnosis of Cervical Precancers Using Raman Spectroscopy
使用拉曼光谱诊断宫颈癌前病变
批准号:
7689728
负责人:
Anita Mahadevan-Jansen
金额:
$26.16万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2002
资助国家:
美国
项目状态:
已结题
起止时间:
2002-05-01 至 2013-07-31
关键词:
AchievementAddressAffectAfrican AmericanAgeAlgorithmsAnxietyAreaArtsAutomationAwardBiopsyCancer DetectionCaringCategoriesCervicalCervical dysplasiaCervix DiseasesCervix UteriCessation of lifeCharacteristicsClassificationClinic VisitsClinicalClinical TrialsCollaborationsCollectionColposcopyComputer softwareCountryData SetDetectionDeveloped CountriesDeveloping CountriesDevelopmentDiagnosisDiagnosticDiagnostic ProcedureDifferential DiagnosisDiscriminationDiseaseDisease ManagementEarly DiagnosisEconomicsFutureGoalsGoldHealthcareHispanicsHistologyHistopathologyHysterectomyIncidenceInflammationLesionLinear RegressionsLocationMalignant NeoplasmsMalignant neoplasm of cervix uteriMeasurementMeasuresMedicineMenopausal StatusMenopauseMenstrual cycleMetaplasiaMethodologyMethodsModelingOpticsOrganOvaryOvulationPap smearPatient CarePatientsPerformancePlayPopulationPostmenopausePrevalenceProcessProstateProtocols documentationRaman Spectrum AnalysisRecruitment ActivityResearchRiskRoleRunningScreening procedureSensitivity and SpecificitySiteSpectrum AnalysisSquamous MetaplasiaSquamous cell carcinomaSystemTechnical ExpertiseTechniquesTechnologyTestingTimeTissue ModelTissuesUnderserved PopulationUnited StatesUpdateValidationVariantWomanWorkZambiabasecancer typecheckup examinationclinical practicecostcost effectivenessdata acquisitiondemographicsdesignfollow-upimprovedin vivomedical schoolsmortalitypatient populationpreventprogramspublic health relevancesoftware developmentstandard of caresuccesstooltrend

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DESCRIPTION (provided by applicant): Cervical cancer is the second most common malignancy among women worldwide. It is estimated that in 2007, 3,670 deaths will occur in the United States alone from this disease and 11,150 new cases of invasive cervical cancer will be diagnosed. Although early detection of cervical precancer has played a central role in reducing the mortality associated with this disease over the last 50 years, the incidence of pre-invasive squamous carcinoma of the cervix. When cervical cancers are detected early, they are highly curable. Existing screening and detection techniques, the Pap smear and colposcopy, have several deficiencies that prevent efficient management of an otherwise controllable disease. An automated diagnostic method with improved sensitivity and specificity that could allow for a "See and Treat" protocol would significantly improve the management of the disease. This proposal seeks to prove the hypothesis that Raman spectroscopy, can provide differential diagnosis of cervical precancers, both high and low grade from inflammation, squamous metaplasia and normal areas of the cervix. The main objective of this proposal is to characterize and validate that low grade lesions can be differentiate from high grade lesions as well as the normal cervix and that this diagnosis can be performed regardless of the menopausal status of the patient. This will be accomplished by conducting a large clinical investigation, collecting Raman spectra from both normal and diseases cervix, separating them by histological category and classifying them via a multi-class discrimination algorithm. Additionally, with the development of a unique model for tissue spectral signatures, we seek to use this model to understand the disease process as it applies to optical spectroscopy. Finally, the system will be updated to be as compact as possible and the software developed to be "easy" (one click collection and classification of a spectra) for clinical use. The results of the proposed work will have a significant impact on health care by providing the potential for complete disease management with a single detection tool. This would result in improved patient care and cost-effectiveness. With the success of this technique, Raman spectroscopy can be applied to other organ sites such as the prostate and ovary as well as other diseases thus impacting a broader field in medicine. PUBLIC HEALTH RELEVANCE: Cervical cancer is the second most common type of cancer among women worldwide. Early detection of cervical precancer is the key to proper treatment of the disease before it becomes a cancer. Methods of detecting cervical precancer used today are limited in their ability to identify low and high grade disease from other non-normal conditions. This proposal presents a method for detecting cervical precancers in real time to guide treatment. Raman spectroscopy has the potential to be a more accurate and less expensive method of screening and diagnosing cervical dysplasia. The ability of Raman spectroscopy to enable a "see and treat" protocol would decrease the number of return clinic visits and patient anxiety as the long waits for histopathology diagnoses would be eliminated. Thus, the technology has the potential to increase access to underserved populations where follow-up to screening may not be available. The technology poses no known risks to the patient, and therefore could be a safe alternative to current screening methods.
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