Disparities in Cancer Outcomes from the COVID-19 Pandemic
COVID-19 大流行导致癌症结果存在差异
基本信息
- 批准号:10726225
- 负责人:
- 金额:$ 23.18万
- 依托单位:
- 依托单位国家:美国
- 项目类别:
- 财政年份:2023
- 资助国家:美国
- 起止时间:2023-07-18 至 2025-01-31
- 项目状态:未结题
- 来源:
- 关键词:AddressAffectAgeBlack raceBusinessesCOVID-19COVID-19 disparityCOVID-19 pandemicCOVID-19 pandemic effectsCancer PatientCaringCessation of lifeCharacteristicsChinaClinical ServicesColonoscopyComputerized Medical RecordCountryCox Proportional Hazards ModelsDataData SetDatabasesDetectionDiagnosisDiagnosticDiagnostic ProcedureDiseaseDisparateDisparityDisparity populationDropsEarly DiagnosisEarly identificationEducationEthnic OriginEvaluationFemaleFrightFutureGeographic LocationsGeographyHealth systemHealthcareHealthcare ActivityHealthcare SystemsHospitalsIndividualInformaticsInfrastructureInpatientsInterventionIntervention StudiesItalyLatinoLocationMalignant NeoplasmsMedicalMethodologyModelingNewly DiagnosedOutcomeOutpatientsPatient riskPatientsPolicy MakerPopulationPopulations at RiskProceduresRaceRecurrent Malignant NeoplasmResearchResourcesRisk FactorsRuralSARS-CoV-2 B.1.1.529SARS-CoV-2 B.1.617.2SARS-CoV-2 transmissionScreening for cancerScreening procedureSubgroupSystemTestingTimeUnited StatesUnited States Department of Veterans AffairsVaccinationVeteransVulnerable Populationsaccess disparitiescancer carecancer diagnosiscancer health disparitycancer recurrencecancer typecoronavirus diseasecurative treatmentsdata infrastructuredesignexperiencefuture outbreakhealth care availabilitylow socioeconomic statusmortalitynewsoperationoutcome disparitiespandemic diseasepandemic impactpatient subsetspreservationprogramsrepositoryroutine screeningrural areascreeningsexsimulationtransmission process
项目摘要
PROJECT SUMMARY
Background: A nationwide moratorium was instituted on all elective clinical services in March 2020 to slow the
transmission of COVID-19, safeguard patients, and preserve healthcare resources. This led to a major
disruption in cancer screening and diagnostic procedures. Among Veterans nationwide, we found a significant
and persistent decrease in the detection of new cancers. Without routine screening and easy access to
medical care, cancer patients may go undetected, only presenting when the cancer is beyond curative therapy.
The unprecedented COVID-related disruptions may also have exacerbated preexisting disparities in cancer
outcomes among disadvantaged populations.
Significance: With no information on the impact of the COVID-19 pandemic on cancer outcomes or changes
in outcome disparities, health systems cannot identify populations at risk or implement programs to mitigate
current deficits. We need a comprehensive evaluation of how pandemic disruptions to cancer care are
affecting cancer outcomes. In addition, we need a surveillance system to assess changes in cancer outcomes
over time, as the impacts of the pandemic evolve and mitigation efforts are implemented. We hypothesize that
cancer outcomes in the COVID era will worsen, with higher rates of 1) mortality, 2) cancer recurrence, and 3)
metastatic disease at presentation. Additionally, disparities in the above outcomes will be exacerbated in the
COVID era among patients in the following vulnerable subgroups: female, age > 60 years, Black, Latino, rural,
or in zip codes with lower SES. We will evaluate these hypotheses through the following Specific Aims: 1)
Identify differences in cancer outcomes between the COVID and pre-COVID eras by cancer type. 2) Identify
disparities in cancer outcomes among disadvantaged populations in the COVID era.
Methodology: Using detailed, nationwide, patient-level data from the Veterans Administration Informatics and
Computing Infrastructure (VINCI), we will evaluate changes cancer outcomes from the pre-COVID (March 1,
2018 through February 29, 2020) to COVID (March 1, 2020 to February 28, 2025) era. Poisson and Cox
Proportional Hazards models will be used to analyse the change from the pre-COVID to COVID era by cancer
type and among vulnerable subgroups.
Next Steps/Implementation: The VINCI dataset offers a unique opportunity to provide near real-time
assessment of the impacts of ongoing disruptions in new cancer identification on cancer outcomes and the
exacerbation of existing disparities in a healthcare crisis. This project will allow us to develop actionable data
and a system of surveillance to guide interventions that address the identified disparities. Using the validated
system developed in this project, we will expand to populations outside of the VA and initiate interventional
studies to mitigate or eliminate the identified disparities.
项目概要
背景:2020 年 3 月在全国范围内暂停所有选择性临床服务,以减缓
传播 COVID-19、保护患者并保护医疗资源。这导致了一场重大
癌症筛查和诊断程序的中断。在全国退伍军人中,我们发现了一个重要的
新癌症的检出率持续下降。无需常规筛查且易于获取
由于医疗护理,癌症患者可能未被发现,只有当癌症无法治愈时才会出现。
与新冠病毒相关的前所未有的破坏也可能加剧了癌症方面先前存在的差异
弱势群体的成果。
意义:没有关于 COVID-19 大流行对癌症结果或变化的影响的信息
在结果差异方面,卫生系统无法识别面临风险的人群或实施缓解方案
当前的赤字。我们需要全面评估流行病对癌症治疗的干扰程度
影响癌症结果。此外,我们需要一个监测系统来评估癌症结果的变化
随着时间的推移,随着大流行影响的演变和缓解措施的实施。我们假设
新冠病毒时代的癌症结果将会恶化,1) 死亡率、2) 癌症复发率和 3) 更高
就诊时患有转移性疾病。此外,上述结果的差异将在
新冠病毒时代以下弱势群体患者:女性、年龄 > 60 岁、黑人、拉丁裔、农村、
或 SES 较低的邮政编码。我们将通过以下具体目标评估这些假设:1)
按癌症类型确定新冠疫情和新冠疫情之前的癌症结果之间的差异。 2)识别
新冠病毒时代弱势群体癌症结果的差异。
方法:使用来自退伍军人管理局信息学的详细的、全国性的、患者级别的数据和
计算基础设施 (VINCI),我们将评估新冠疫情前癌症结果的变化(3 月 1 日)
2018年至2020年2月29日)到新冠肺炎(2020年3月1日至2025年2月28日)时代。泊松和考克斯
比例风险模型将用于分析癌症从新冠疫情前到新冠疫情时代的变化
类型和弱势亚群体之间的关系。
后续步骤/实施:VINCI 数据集提供了一个独特的机会来提供近乎实时的数据
评估新癌症识别的持续中断对癌症结果的影响以及
医疗保健危机中现有差距的加剧。该项目将使我们能够开发可操作的数据
以及指导解决已发现的差异的干预措施的监督系统。使用经过验证的
在该项目中开发的系统中,我们将扩展到 VA 以外的人群并启动介入治疗
旨在减轻或消除已发现的差异的研究。
项目成果
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