OncologyAI Registry
Public, curated registry of AI diagnostics in oncology
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Galleri Multi-Cancer Early Detection

GRAIL
Liquid biopsy pan cancer

Methylation-based multi-cancer early detection test for individuals at elevated risk; signals cancer and tissue of origin.

Regulatory statusLDT
LDTYes
CLIA-certified labYes

Laboratory-developed test (LDT) offered under CLIA. Not reviewed or cleared by the FDA. Validation is the responsibility of the offering CLIA-certified laboratory.

Study designProspective
Cohort size6,621 patients — 6,662 enrolled adults ≥50 years without cancer symptoms; 6,621 with analysable results (63.5% women, 36.5% men, 91.7% White).
Number of validation sites7
Site geographyMulti-center (US)
ComparatorClinical outcomes
Primary endpointPositive / negative predictive value
Primary resultCancer signal detected in 92/6,621 participants (1.4%). True positives 35/92 (PPV 38.0%); false positives 57/92 (62.0%). 29 new cancers diagnosed in the cohort; 14/29 (48%) Stage I or II. Specificity ~99.1%. Median time to diagnostic resolution 79 days (IQR 37–219). 74% of cancers detected lacked USPSTF screening recommendations.
External validationYes — Prospective cohort drawn from 7 US health networks; independent of GRAIL's original Circulating Cell-free Genome Atlas (CCGA) training cohort. · PPV 38%; specificity ~99.1%; 48% of new cancers Stage I/II at detection.
Peer-reviewedYes
FDA decision summary

Key publications

Limitations noted

PATHFINDER is a single-arm prospective study with no comparator arm and an over-representation of White (91.7%) and well-resourced US participants. Test-version PPV was 38% (later versions report 43% per GRAIL but not in this paper). The trial does not establish mortality benefit — only test characteristics. Galleri remains an LDT pending FDA review of PATHFINDER 2.

AvailableYes
How to cite this entry
Elbakri A. OncologyAI Registry: Galleri Multi-Cancer Early Detection. Available at: https://oncologyairegistry.org/tools/grail-galleri.html. Accessed [date].