Multi-Cancer Early Detection Test Is Sensitive and Accurate in Detecting Shared DNA Methylation Signal in a Variety of Lymphoid and Plasma Cell Neoplasms
Authors: Westgate Candace , Salles Gilles , Shih Stephannie , Lopatin Margarita , Kurtzman Kathryn N. , Kappes Katerina , Venn Oliver , Parekh Samir , Venstrom Jeffrey M. , Younes Anas , Shaknovich Rita 
Published: December 2023

Background: Recent technological advances in molecular diagnostics have facilitated development of blood-based multi-cancer early detection (MCED) tests intended to complement standard of care single-cancer screening. Implementing MCED at population scale has the potential to improve survival for patients with lymphoid neoplasms (LyN) and plasma cell neoplasms (PCN). The Galleri test, launched in 2021, is the first commercially available liquid biopsy MCED test in the United States that has been validated.Galleri is a genome-wide targeted methylation sequencing test that detects cancer-related DNA methylation changes in cfDNA that are shared by many cancers. By targeting 100K fragments in the genome and ~1 million CpGs, processed by a machine learning classification algorithm, Galleri is able to not only detect the presence of a cancer signal, but also to identify the most likely origin of the cancer signal (CSO) in a tissue or organ. Here we report specific performance of Galleri in LyN and PCN, reported as either lymphoid or plasma cell CSO from two large clinical studies and real-world implementation (RWE) among 100,000 individuals.
Methods: The case-control (CCGA3) Circulating Cell-free Genome Atlas study (NCT02889978) included 2,823 cancer participants (cases, pre-treatment) and 1,254 non-cancer participants (controls), the prospective interventional PATHFINDER study (NCT04241796), included 6,578 asymptomatic individuals aged ≥50 and received an earlier version of MCED to assess the feasibility of implementing MCED testing. With more than 100,000 results returned to providers across the US to date, we also report early data from systematic collection of outcomes for cases with a Cancer Signal Detected (CSD) result via a controlled quality assurance (QA) program to monitor MCED testing in a real-world population.
Results: In CCGA3, the overall sensitivity of Galleri in LyN was 52.9% (119/225; 95% CI 46.4%, 59.3%); the overall sensitivity in PCN was 72.3% (34/47; 95% CI 58.2%, 83.1%) ( Table 1). Galleri can detect a shared cancer signal from a variety of lymphoid and plasmacytic neoplasms, including Hodgkin lymphomas (HL) and non-Hodgkin lymphomas; B- and T-cell neoplasms; from mostly indolent follicular lymphoma (FL) to aggressive Diffuse Large B-Cell Lymphomas (DLBCL) and Multiple Myeloma ( Table 1). Sensitivity was higher in more aggressive lymphomas, like DLBCL (70.5%).
Galleri demonstrated excellent performance in hematologic cancers predicting lymphoid CSO with 99% accuracy and plasma cell CSO with 100% accuracy in true cancer cases.
Galleri is intended to detect bona fide cancers and not preneoplastic conditions (ex. MGUS, MBL, CHIP). The sensitivity increased from stage I to stage IV, likely reflecting higher tumor burden and tumor fraction in cfDNA ( Table 2). The sensitivity for early combined stage I and II cancers, which are more responsive to treatments, was 45.7%.
In PATHFINDER, using an updated commercial version of the test, there were 11 cases with CSD result and a top CSO prediction consistent with a hematologic malignancy: 7 lymphoid and 4 plasma cell neoplasia. A total of 7/11 (63.6%) participants had hematologic malignancies diagnosed: 6 lymphomas (stages I-IV) and 1 PCN. Galleri demonstrated a high PPV of 54.5% for cases with predicted CSO either LyN or PCN, and 71.4% for cases with predicted CSO Lymphoma.
Early clinical outcomes data from a controlled QA quality assurance (QA) program collected from an initial limited subset of CSD cases with follow up information showed that, similar to our clinical trial data, this test is able to detect a shared cancer signal in a variety of lymphomas (chronic lymphocytic leukemia [CLL], DLBCL, FL, PTCL, HL), some in early stages, such as HL stage I. More detail on the MCED real-world experience will be presented at the meeting.
Conclusions: Findings from two large validation studies and RWE demonstrate that Galleri promises to be a state of the art molecular tool that detects a shared cancer signal and is able to identify a large variety of histopathologic entities of lymphoid and plasmacytic origin, which currently have no other standard of care screening regimen. This tool may lead to better treatment outcomes and decreased mortality saving lives through the early detection of these previously unscreened cancers.