前瞻性队列研究
医学
癌症
队列
血液检验
假阳性悖论
肿瘤科
内科学
机器学习
计算机科学
作者
Deborah Schrag,Tomasz M. Beer,Charles H. McDonnell,Lincoln Nadauld,Christina A. Dilaveri,Robert C. Reid,Catherine R. Marinac,Karen Chung,Margarita Lopatin,Eric T. Fung,Eric A. Klein
出处
期刊:The Lancet
[Elsevier]
日期:2023-10-01
卷期号:402 (10409): 1251-1260
被引量:85
标识
DOI:10.1016/s0140-6736(23)01700-2
摘要
Background Multicancer early detection (MCED) blood tests can detect a cancer signal from circulating cell-free DNA (cfDNA). PATHFINDER was a prospective cohort study investigating the feasibility of MCED testing for cancer screening. Methods In this prospective cohort study done in oncology and primary care outpatient clinics at seven US health networks, a convenience sample of adults aged 50 years or older without signs or symptoms of cancer consented to MCED testing. We collected blood, analysed cfDNA, and returned results to participants’ doctors. If a methylation signature indicative of cancer was detected, predicted cancer signal origin(s) informed diagnostic assessment. The primary outcome was time to, and extent of, diagnostic testing required to confirm the presence or absence of cancer. This trial is registered at ClinicalTrials.gov, NCT04241796, and is completed. Findings Between Dec 12, 2019, and Dec 4, 2020, we recruited 6662 participants. 4204 (63·5%) of 6621 participants with analysable results were women, 2417 (36·5%) were men, and 6071 (91·7%) were White. A cancer signal was detected in 92 (1·4%) of 6621 participants with analysable results. 35 (38%) participants were diagnosed with cancer (true positives) and 57 (62%) had no cancer diagnosis (false positives). Excluding two participants whose diagnostic assessments began before MCED test results were reported, median time to diagnostic resolution was 79 days (IQR 37–219): 57 days (33–143) in true-positive and 162 days (44–248) in false-positive participants. Most participants had both laboratory tests (26 [79%] of 33 with true-positive results and 50 [88%] of 57 with false-positive results) and imaging (30 [91%] of 33 with true-positive results and 53 [93%] of 57 with false-positive results). Fewer procedures were done in participants with false-positive results (17 [30%] of 57) than true-positive results (27 [82%] of 33) and few had surgery (one with a false-positive result and three with a true-positive result). Interpretation This study supports the feasibility of MCED screening for cancer and underscores the need for further research investigating the test's clinical utility. Funding GRAIL.
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