Investigator

Shannon T. Holloway

Sr Biostatistician · Duke University, Department of Population Health Sciences

STHShannon T. Hollow…
Papers(1)
Estimating the Opport…
Collaborators(10)
Sophia ApostolidouUsha MenonAleksandra Gentry-Mah…Andy RyanJane LangeJason XuKemal Caglar GogebakanMarc D. RyserRaphaël MorsommeRuth Etzioni
Institutions(6)
Duke Medical CenterUniversity College Lo…University College Lo…Oregon Health & Scien…Duke UniversityOregon Health & Scien…

Papers

Estimating the Opportunity for Early Detection of Ovarian Cancer Using Individual-Patient Data from a Large Randomized Controlled Trial

Abstract Background: The UK Collaborative Trial of Ovarian Cancer Screening did not detect a reduction in ovarian cancer mortality with either multimodal screening (MMS) or transvaginal ultrasound screening (USS) compared with no screening. The trial data provide an invaluable resource to quantify the opportunity for interception in ovarian cancer. Methods: We used Bayesian inference to estimate ovarian cancer natural history based on individual screening and cancer diagnosis records from the UK Collaborative Trial of Ovarian Cancer Screening, a randomized controlled ovarian cancer screening trial conducted in England, Wales, and Northern Ireland. The trial included 202,638 women ages 50 to 74 years with no family history of ovarian cancer, randomized in a 1:1:2 ratio to annual MMS (serum CA125 interpreted using the risk of ovarian cancer algorithm), annual USS, or no screening. The current analysis included 199,499 women, with 674,806 screens and 2,025 cancer diagnoses. Results: Among high-grade serous cancers (HGSC), the estimated preclinical detectable phase was 1.7 years (95% credible interval, 1.3–2.2), compared with 7.8 years (95% credible interval, 5.7–10.6) for non-HGSCs. The preclinical detectable phase depended on screening modality: for HGSCs, it was longer in the MMS arm (2.2 years) compared with the USS arm (0.8 years), whereas for non-HGSCs, it was shorter in the MMS arm (2.7 years) compared with the USS arm (8.2 years). Conclusions: The interception opportunity for ovarian cancer strongly depends on histologic subtype and screening modality. Impact: Achieving a clinically significant benefit of ovarian cancer early detection will require prolonging the interception window through judicious combination of first- and second-line tests.

37Works
1Papers
10Collaborators
Carcinoma, Intraductal, NoninfiltratingBreast NeoplasmsOvarian NeoplasmsEarly Detection of Cancer

Positions

2023–

Sr Biostatistician

Duke University · Department of Population Health Sciences

2022–

Scientist II

SomaLogic (United States)

2011–

Sr Research Scholar / Lead Scientific Programmer

North Carolina State University · Statistics

Education

2004

PhD

University of Illinois Urbana-Champaign · Physics

2001

MS

University of Illinois Urbana-Champaign · Physics

1998

BS

Old Dominion University · Physics