Hathaway Christine, Paetsch Peter, Li Yali, Wu Jincao, Asgarian Sam, Parker Alex, Welsh Alley, Deverka Patricia, Cohain Ariella
Thrive, An Exact Sciences Company, Cambridge, MA, United States.
Blue Health Intelligence, Chicago, IL, United States.
Front Oncol. 2021 Jun 15;11:688455. doi: 10.3389/fonc.2021.688455. eCollection 2021.
To evaluate mammography uptake and subsequent breast cancer diagnoses, as well as the prospect of additive cancer detection a liquid biopsy multi-cancer early detection (MCED) screening test during a routine preventive care exam (PCE).
Patients with incident breast cancer were identified from five years of longitudinal Blue Health Intelligence (BHI) claims data (2014-19) and their screening mammogram and PCE utilization were characterized. Ordinal logistic regression analyses were performed to identify the association of a biennial screening mammogram with stage at diagnosis. Additional screening opportunities for breast cancer during a PCE within two years before diagnosis were identified, and the method extrapolated to all cancers, including those without recommended screening modalities.
Claims for biennial screening mammograms and the time from screening to diagnosis were found to be predictors of breast cancer stage at diagnosis. When compared to women who received a screening mammogram proximal to their breast cancer diagnosis (0-4 months), women who were adherent to guidelines but had a longer time window from their screening mammogram to diagnosis (4-24 months) had a 87% increased odds of a later-stage (stages III or IV) breast cancer diagnosis (p-value <0.001), while women with no biennial screening mammogram had a 155% increased odds of a later-stage breast cancer diagnosis (p-value <0.001). This highlights the importance of screening in the earlier detection of breast cancer. Of incident breast cancer cases, 23% had no evidence of a screening mammogram in the two years before diagnosis. However, 49% of these women had a PCE within that time. Thus, an additional 11% of breast cancer cases could have been screened if a MCED test had been available during a PCE. Additionally, MCED tests have the potential to target up to 58% of the top 5 cancers that are the leading causes of cancer death currently without a USPSTF recommended screening modality (prostate, pancreatic, liver, lymphoma, and ovarian cancer).
The study used claims data to demonstrate the association of cancer screening with cancer stage at diagnosis and demonstrates the unmet potential for a MCED screening test which could be ordered during a PCE.
评估乳腺钼靶检查的接受情况及后续乳腺癌诊断情况,以及在常规预防性保健检查(PCE)期间通过液体活检多癌早期检测(MCED)筛查试验进行附加癌症检测的前景。
从五年的纵向蓝色健康情报(BHI)理赔数据(2014 - 2019年)中识别出新发乳腺癌患者,并对其乳腺钼靶筛查和PCE利用情况进行特征描述。进行有序逻辑回归分析以确定两年一次的乳腺钼靶筛查与诊断时分期的关联。确定诊断前两年内在PCE期间进行乳腺癌额外筛查的机会,并将该方法外推至所有癌症,包括那些没有推荐筛查方式的癌症。
发现两年一次的乳腺钼靶筛查理赔情况以及从筛查到诊断的时间是诊断时乳腺癌分期的预测因素。与在乳腺癌诊断附近接受乳腺钼靶筛查的女性(0 - 4个月)相比,遵循指南但从乳腺钼靶筛查到诊断的时间窗口更长(4 - 24个月)的女性,晚期(III期或IV期)乳腺癌诊断的几率增加了87%(p值<0.001),而未进行两年一次乳腺钼靶筛查的女性晚期乳腺癌诊断的几率增加了(p值<0.001)。这凸显了筛查在早期发现乳腺癌中的重要性。在新发乳腺癌病例中,23%在诊断前两年没有乳腺钼靶筛查的证据。然而,这些女性中有49%在那段时间进行了PCE。因此,如果在PCE期间有MCED检测,另外11%的乳腺癌病例本可以得到筛查。此外,MCED检测有可能针对目前导致癌症死亡的五大主要癌症中高达58%的癌症进行检测,而这些癌症目前没有美国预防医学工作组(USPSTF)推荐的筛查方式(前列腺癌、胰腺癌、肝癌、淋巴瘤和卵巢癌)。
该研究利用理赔数据证明了癌症筛查与诊断时癌症分期的关联,并证明了在PCE期间可进行的MCED筛查试验存在未满足的潜力。