Population Modeling of Bladder Cancer Detection and Control
膀胱癌检测和控制的群体建模
基本信息
- 批准号:10693967
- 负责人:
- 金额:$ 65.36万
- 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
- 起止时间:2021-09-13 至 2026-08-31
- 项目状态:未结题
- 来源:
- 关键词:AddressAgeAntibody-drug conjugatesBCG LiveBiological MarkersBladderCalibrationCancer ControlCancer DetectionCancer EtiologyCarcinogensCessation of lifeChemical ExposureChronicColorectal CancerCystoscopyDetectionDevelopmentDiagnosisDiseaseDistalEffectivenessEnvironmental ExposureGenitourinary systemGoalsHealth PolicyImmune checkpoint inhibitorImmunotherapyIncidenceIngestionKnowledgeMalignant NeoplasmsMalignant neoplasm of lungMalignant neoplasm of prostateMalignant neoplasm of urinary bladderMathematicsModalityModelingMolecular AbnormalityMorbidity - disease rateNatural HistoryNatureNeoplasm MetastasisOrganOutcomePatientsPersonsPoliciesPopulationPreventionProductionPublic HealthRecommendationRecurrenceResearchRiskRisk FactorsScheduleScreening for cancerSmokingSmoking HistorySubgroupSurgeonTestingTime trendTobacco useToxinTreatment EffectivenessUncertaintyValidationWomanWorkplaceadvanced diseasebiomarker drivenbladder cancer preventioncancer carechemical carcinogenchemotherapychronic bladder irritationcigarette smokingcomparativecomparative effectivenesscostcost effectivenesscost estimateeffectiveness evaluationgene therapyhigh riskimprovedinsightintravesicalmalignant breast neoplasmmathematical modelmenmodifiable riskmortalitymultimodalitymuscle invasive bladder cancernon-muscle invasive bladder cancernovelnovel markerolder menpredictive toolspreservationpreventpreventive interventionprogramsscreeningsimulationsmoking cessationsmoking exposuresmoking prevalencesurveillance strategytrendtumor
项目摘要
Abstract
Bladder cancer is the second most common genitourinary malignancy in the US with approximately
80,000 new cases and 17,700 deaths each year. It is a heterogeneous set of diseases that range from
locally treatable superficial tumors that are generally not life-threatening but require chronic management,
to advanced disease that requires multimodal invasive treatments and has higher risk of distal metastasis
and death. It is the ninth most expensive cancer overall in the US, and, per diagnosed patient, the most
expensive cancer to manage. Risk factors for bladder cancer broadly include chemical and environmental
exposures such as cigarette smoking and chemical carcinogens that are ingested or found in the
workplace, as well as genetic abnormalities and chronic bladder irritation. Outcomes for bladder cancer
have remained relatively stable in the last two decades. However, opportunities abound to improve the
prevention, detection, and management of bladder cancer. The advent of novel biomarkers, and novel
treatments, including immunotherapies (checkpoint inhibitors), gene therapies, and antibody-drug
conjugates may have a large impact in coming years. Bladder cancer is amenable to population modeling
because it has high morbidity, mortality, and cost, is likely preventable by minimizing smoking and toxin
exposure, and the emergence of novel promising biomarkers and treatments. The long-term goal of our
research program is to improve the effectiveness and efficiency of population- and person-level
approaches to bladder cancer prevention, detection, and management given current knowledge and
constraints. The overall objective of the current proposal is to address major questions in the surveillance,
treatment, prevention, and diagnosis of bladder cancer by means of comparative mathematical modeling.
We will address six specific aims: We will (1) complete the development, calibration, and validation of
two independent population models of bladder cancer; (2) explain secular trends in bladder cancer
incidence in relation to trends in tobacco use in key population subgroups and estimate the impact of the
1964 Surgeon General’s smoking recommendations; (3) assess the effectiveness of smoking cessation,
reduction and prevention interventions for the prevention of bladder cancer incidence and mortality; (4)
assess the effectiveness and cost-effectiveness of generic and tailored/patient-centric surveillance policies
for patients with non-muscle invasive bladder cancer; (5) assess the comparative effectiveness of
treatments for organ-confined bladder cancer; and (6) assess the effectiveness of screening for bladder
cancer among high-risk subgroups.
抽象的
膀胱癌是美国第二常见的泌尿生殖系统恶性肿瘤,大约有
每年有 80,000 例新病例和 17,700 例死亡。这是一组异质性疾病,范围从
可局部治疗的浅表肿瘤通常不会危及生命,但需要长期治疗,
需要多模式侵入性治疗且远端转移风险较高的晚期疾病
它是美国第九大最昂贵的癌症,也是每名确诊患者中最昂贵的癌症。
膀胱癌的危险因素广泛包括化学和环境。
暴露,例如吸烟和摄入或在环境中发现的化学致癌物质
工作场所,以及遗传异常和慢性膀胱刺激的结果。
过去二十年保持相对稳定,但改善的机会很多。
膀胱癌的预防、检测和治疗。
治疗,包括免疫疗法(检查点抑制剂)、基因疗法和抗体药物
结合物可能在未来几年产生巨大影响,并且适合人群建模。
因为它具有很高的发病率、死亡率和成本,可以通过尽量减少吸烟和毒素来预防
暴露以及新型有前景的生物标志物和治疗方法的出现是我们的长期目标。
研究计划旨在提高人口和个人层面的有效性和效率
鉴于当前的知识和经验,膀胱癌预防、检测和管理的方法
当前提案的总体目标是解决监测中的主要问题,
通过比较数学模型治疗、预防和诊断膀胱癌。
我们将实现六个具体目标:我们将 (1) 完成开发、校准和验证
(2)解释膀胱癌的长期趋势
发病率与关键人群亚群体烟草使用趋势的关系,并估计该事件的影响
1964 年卫生局局长的吸烟建议;(3) 评估戒烟的有效性,
预防膀胱癌发病率和死亡率的减少和预防干预措施 (4)
评估通用和定制/以患者为中心的监测政策的有效性和成本效益
对于非肌层浸润性膀胱癌患者;(5)评估以下方法的比较有效性:
器官局限性膀胱癌的治疗;(6) 评估膀胱筛查的有效性
高风险亚群中的癌症。
项目成果
期刊论文数量(1)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
A computationally efficient nonparametric sampling (NPS) method of time to event for individual-level models.
一种计算高效的个体级模型事件时间非参数采样 (NPS) 方法。
- DOI:10.1101/2024.04.05.24305356
- 发表时间:2024
- 期刊:
- 影响因子:0
- 作者:Garibay,David;Jalal,Hawre;Alarid-Escudero,Fernando
- 通讯作者:Alarid-Escudero,Fernando
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Hawre Jalal其他文献
Hawre Jalal的其他文献
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{{ truncateString('Hawre Jalal', 18)}}的其他基金
Population Modeling of Bladder Cancer Detection and Control
膀胱癌检测和控制的群体建模
- 批准号:
10331617 - 财政年份:2021
- 资助金额:
$ 65.36万 - 项目类别:
Population Modeling of Bladder Cancer Detection and Control
膀胱癌检测和控制的群体建模
- 批准号:
10488243 - 财政年份:2021
- 资助金额:
$ 65.36万 - 项目类别:
Understanding the Impact of Opioid Policies on the Opioid Epidemic Using Graphical Causal Models and Causal Discovery
使用图形因果模型和因果发现了解阿片类药物政策对阿片类药物流行的影响
- 批准号:
9975979 - 财政年份:2020
- 资助金额:
$ 65.36万 - 项目类别:
Understanding the Impact of Opioid Policies on the Opioid Epidemic Using Graphical Causal Models and Causal Discovery
使用图形因果模型和因果发现了解阿片类药物政策对阿片类药物流行的影响
- 批准号:
10186725 - 财政年份:2020
- 资助金额:
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Long-term Comparative Effectiveness of Rheumatoid Arthritis Treatment Strategies
类风湿关节炎治疗策略的长期比较疗效
- 批准号:
8214817 - 财政年份:2011
- 资助金额:
$ 65.36万 - 项目类别:
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