Improving diagnostic US for reduction of benign breast biopsies using US-guided Optical Tomography
Improving diagnostic US for reduction of benign breast biopsies using US-guided Optical Tomography
批准号:
10304924
负责人:
Steven Poplack
金额:
$38.6万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-12-13 至 2023-11-30
关键词:
AlgorithmsAllergic ReactionAppearanceAutomatic Data ProcessingBenignBiopsyBlood VesselsBreastBreast DiseasesBreast biopsyCancer DetectionCastesCategoriesCharacteristicsClinicClinicalClinical TrialsComplementDataDecision MakingDiagnosisDiagnosticDiseaseEmerging TechnologiesExcisionGoalsGrowthHealth Care CostsHemoglobinHemoglobin concentration resultHistologicHistopathologic GradeImaging TechniquesInformation SystemsLesionLow Dose RadiationMalignant - descriptorMalignant NeoplasmsMammary UltrasonographyMammographyMapsMeasuresMetabolicMonitorNuclear GradeOperative Surgical ProceduresOptical TomographyOpticsPathologicPatient CarePatientsPhysiciansPredictive ValueProcessRadiology SpecialtyRenal functionReportingRiskRoleS-Phase FractionSensitivity and SpecificitySpecificityStatistical Data InterpretationStatistical MethodsSystemTechniquesTechnologyTimeTissuesTumor AngiogenesisUltrasonographyUnited StatesUniversitiesValidationWashingtonaccurate diagnosisangiogenesisbasebreast cancer diagnosisbreast imagingbreast lesioncancer diagnosisclinical practicecohortcontrast enhanceddetection sensitivitydiffuse optical tomographyimage guidedimage reconstructionimprovedmalignant breast neoplasmnovelpatient subsetsprospectiveradiologistreal-time imagesreconstructionrecruitscreeningtreatment responsetumorultrasound
中文摘要
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英文摘要
Title: Improving diagnostic US specificity on breast biopsies using US-guided Diffuse Optical
Tomography
Abstract
In current clinical practice, while the characteristics of malignant and benign breast lesions are well established
by conventional imaging techniques, the overlapping appearances of malignant and benign lesions have
prompted radiologists to recommend biopsy for most low and moderate risk breast lesions. As a result, in the
United States, approximately one million image-guided breast biopsies are performed each year, with the
majority of the lesions yielding benign results. Many attempts to improve this situation have not been successful.
This application will explore the potential impact of Ultrasound (US)-guided diffuse optical tomography (DOT) as
an adjunct to US in a diagnostic setting, with the goal of reducing benign biopsies without compromising cancer
detection sensitivity. US-guided DOT provides hemoglobin concentration values and distributions which in turn
map out lesion vascularity or angiogenesis. Recently, we retrospectively evaluated 288 patients to assess the
potential clinical impact of our technique in characterizing low and moderate risk breast lesions, which might not
need to be biopsied if the US-guided DOT technology were used in the biopsy decision making process. In this
patient cohort, the total hemoglobin level combined with two radiologists’ diagnosis achieved high sensitivity of
96.6-100% on cancer detection and negative predictive value of 99-100%. Using a conservative threshold for
the total hemoglobin (tHb) data to differentiate lesions based on the amount of vascularity, we found the number
of lesions that would be referred to biopsy decreased by approximately 45% on average, while maintaining high
detection sensitivity.
Our hypotheses are: 1) The first hypothesis is that the measured tHb values and distribution can be potentially
used as an adjunct for radiologists to reduce unnecessary biopsies in low risk patients with benign pathological
results; and 2) The second hypothesis is that while reducing unnecessary benign biopsies, the addition of adjunct
information from US-guided DOT still maintains a high sensitivity of capturing nearly all malignant tumors. In
this application, we propose three aims: 1) Optimization and validation of a new non-iterative imaging
reconstruction algorithm and new statistical methods for automated data processing, robust data selection, with
the goal of near real-time imaging for onsite diagnosis by physicians. This is a significant step forward to bring
this technology into clinics; 2) To prospectively assess the impact of adjunctive US-guided DOT to conventional
breast imaging on accurate breast cancer diagnosis and reduction of benign biopsy. Approximate 300 patients
will be recruited at the Radiology Department of Washington University to validate the early retrospective results;
and 3) Perform statistical analysis to validate the reduction of benign biopsy while maintaining high sensitivity.
The successful completion of the project will help initiate a paradigm shift in how we manage low risk benign
lesions without compromising cancer detection sensitivity in current clinical practice and will reduce health care
cost without compromising patient care.
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Improving diagnostic US for reduction of benign breast biopsies using US-guided Optical Tomography
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批准号:10541110
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项目类别:
-
资助金额:$38.6万
-
财政年份:2018
-
负责人:Steven Poplack
-
依托单位:
Improving diagnostic US for reduction of benign breast biopsies using US-guided Optical Tomography
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批准号:10059187
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项目类别:
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资助金额:$39.39万
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财政年份:2018
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负责人:Steven Poplack
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依托单位:
海外基金