Fracture Risk Assessment Software for Skeletal Metastasis
Fracture Risk Assessment Software for Skeletal Metastasis
批准号:
9047548
负责人:
Joseph T Gwin
金额:
$75.0万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2016
资助国家:
美国
项目状态:
已结题
起止时间:
2016-04-01 至 2017-09-15
关键词:
AccountingAffectAgeAreaArea Under CurveBenignBiological AssayBody mass indexBone TissueBostonCalibrationCancer PatientCase-Control StudiesCharacteristicsChildClassificationClinicClinicalCodeComputer softwareConfidence IntervalsContralateralDataDatabasesDevelopmentDiscriminationDisseminated Malignant NeoplasmFailureFemurFractureFundingGenderGeneral PopulationGeometryHeightImageInsuranceLearningLengthLesionLettersLibrariesLicensingLifeLimb structureLocationMalignant NeoplasmsMechanicsMedicalMedical DeviceMemorial Sloan-Kettering Cancer CenterMetabolicMetastatic Neoplasm to the BoneMethodologyMethodsMusculoskeletalMusculoskeletal DiseasesNeoplasm MetastasisNeoplastic ProcessesPaperPathological fracturePatientsPediatric HospitalsPhasePhysiciansProceduresProcessPropertyPublishingQuality of lifeRadiationReceiver Operating CharacteristicsRegistriesReportingRiskRisk AssessmentSafetySensitivity and SpecificitySiteSkeletonSmall Business Innovation Research GrantSocietiesSoftware DesignSpecificityStructureSubgroupSymptomsTraumaUniversitiesUpper ExtremityValidationWeightWorkX-Ray Computed Tomographyanticancer researchbasebonebone agecancer typecommercializationhumerusin vivoindexingneoplasticpre-clinicalpredictive modelingpreventpublic health relevanceskeletal neoplasmtreatment responsetumor
中文摘要
描述(由申请人提供):骨骼是转移性癌症的第三大常见部位,几乎一半的癌症转移到骨骼。由于新的和积极的治疗,癌症患者的寿命更长,但在骨骼转移部位,骨折发生在最小创伤后高达35%的受影响骨骼中,显着影响患者的功能和生活质量。预防骨转移引起的骨折取决于反映肿瘤与宿主骨相互作用的客观标准。虽然已经了解了很多关于骨转移的机制,但临床医生继续根据平片和临床症状对患者的骨折风险和治疗反应进行主观评估,现在认为这是不准确的。转移性癌症改变了骨的材料和几何特性;未能解释这两个参数的变化限制了当前骨折预测方法/评分的准确性。 由于它是通过骨骼的最弱的部分,决定了整个结构的承载能力,我们已经开发了一个软件包,称为基于计算机断层扫描的刚度分析(CTRA),计算包含肿瘤病变的骨骼的最小刚度。该方法使用受影响骨骼的计算机断层扫描(CT)图像来计算其结构刚度,作为代表肿瘤过程引起的骨组织材料和几何形状变化的机械测定。这种方法用于估计载荷能力和预测病理性骨折的准确性已在体外、临床前和体内研究中得到验证,包括最近发表在《临床癌症研究》上的一篇论文。这项研究由肌肉骨骼肿瘤协会资助,该协会支持该软件的商业化(请参阅支持信)。该软件目前正在波士顿儿童医院使用,以评估良性病变儿童的骨折风险。在过去的2年里,CHB使用CTRA分析了50多个病例,分析结果已提交给保险公司并由保险公司报销。此外,商业化的产品可用于其他领域,如脆性骨折预测,代谢和发育性肌肉骨骼疾病和骨折不愈合。对于本次直接II期SBIR提交,我们建议将软件平台商业化,以使临床医生可以使用CTRA分析。这项工作涉及建立一个规范的数据库apapproxial骨骼作为参考解释病人的数据,并进一步完善我们现有的骨折阈值的轴向,弯曲和扭转刚度指标,为我们的分析方法提供额外的灵敏度。因此,本研究的目的是:开发一个规范的骨外骨骼结构刚度数据库,作为解释患者特定数据的参考;优化刚度指数降低的阈值,以最大的灵敏度和特异性确定骨折和非骨折;开发CTRA软件,以简化和优化CTRA分析程序。
英文摘要
DESCRIPTION (provided by applicant): The skeleton is the third most common site of metastatic cancer, and nearly half of all cancers metastasize to bone. As a result of new and aggressive treatments, cancer patients are living longer, but at sites of skeletal metastasis, fractures occur in up to 35% of affected bones after minimal trauma, significantly impacting patient function and quality of life. Preventing fractures due to skeletal metastases depends on objective criteria that reflect the interaction of the tumor with the host bone. While much has been learned about the mechanisms of skeletal metastasis, clinicians continue to make subjective assessments regarding a patient's fracture risk and response to treatment based on plain radiographs and clinical symptoms now recognized to be inaccurate. Metastatic cancer alters both the material and geometric properties of the bone; failure to account for changes in both of these parameters limits the accuracy of current fracture prediction methodologies/scores. As it is the weakest segment through the bone that dictates the load capacity of the entire structure, we have developed a software package, called Computed Tomography-based Rigidity Analysis (CTRA), to calculate the minimal rigidity of a bone containing a neoplastic lesion. This method uses computed tomography (CT) images of the affected bone to calculate its structural rigidity, as a mechanical assay representing changes in bone tissue material and geometry induced by the neoplastic process. The accuracy of this approach for estimating load capacity and predicating pathologic fractures has been validated in ex-vivo, pre- clinical, and in-vivo studies, including a recent paper published in Clinical Cancer Research. This study was funded by the Musculoskeletal Tumor Society, which supports the commercialization of the software (please see letter of support).The software is currently being using at Boston Children's Hospital to assess fracture risk in children with benign lesions. Over the past 2 years, over 50 cases have been analyzed using CTRA at CHB, and the analysis results have been submitted to and reimbursed by insurance companies. Moreover, the commercialized product can be used in other areas such as fragility fracture prediction, metabolic and developmental musculoskeletal diseases and fracture non-unions. For this Direct Phase II SBIR submission, we propose to commercialize the software platform to make CTRA analysis available to clinicians. This work involves the establishment of a normative database of appendicular skeleton as a reference to interpret patient data; and to further refine our existing fracture threshold values for axial, bending and torsional rigidity indices to provide additional sensitivity for our analysis method. Therefore, the aims of the study are to: Develop a normative structural rigidity database for the appendicular skeleton as a reference for interpreting patient specific data; Optimize the threshold for reduction in rigidity indices that will determine fracturs from non-fractures with maximal sensitivity and specificity; and Develop the CTRA software to streamline and optimize the CTRA analysis procedure.
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