Detecting HLA loss of heterozygosity within a standard diagnostic sequencing workflow for prognostic and therapeutic opportunities
To enable interrogation of tumor HLA LOH as a clinical diagnostic for precision oncology, we developed and validated an assay that detects HLA LOH within the context of an FDA-approved clinical diagnostic test, Tempus xT CDx. Validation was conducted via: (1) analytical evaluation of 17 archival patient samples and 42 cell line admixtures and (2) independent clinical evaluation of LOH prevalence in the HLA-A gene (HLA-A LOH) across 10,982 patients. To evaluate the prognostic relevance of HLA-A LOH we assessed 256 immunotherapy-treated non-small cell lung cancer (NSCLC) patients. To determine the feasibility of prospectively identifying and enrolling HLA-A LOH patients into a clinical trial, we established BASECAMP-1 (NCT04981119). We observed a positive predictive agreement of 97% and a negative predictive agreement of 100% in samples with ≥ 40% tumor purity. We observed HLA-A LOH in 16.1% of patients (1771/10,982), comparable to previous reports. HLA-A LOH was associated with longer survival among NSCLC adenocarcinoma patients (HR = 0.60, 95% CI [0.37, 0.96], p = 0.032) with a trend towards shorter survival among squamous cell patients (HR = 1.64, 95% CI [0.80, 3.41], p = 0.183). In 20 months, we prospectively screened 1720 subjects using the Tempus AWARE program, identifying 26 HLA-A*02 LOH patients at 8 sites, with 14 (54%) enrolled into BASECAMP-1. In conclusion, we developed and validated an investigational assay that detects tumor HLA LOH within an FDA-approved clinical diagnostic test, enabling HLA LOH utilization in diagnostic, prognostic, and therapeutic applications.
Authors
- Armen Mardiros
- Mario G. Rosasco
- David G. Maloney (ORCID: https://orcid.org/0000-0002-8477-6919)
- Diane M. Simeone (ORCID: https://orcid.org/0000-0001-5142-3087)
- Kedar Kirtane (ORCID: https://orcid.org/0000-0003-1302-9577)
- Julian R. Molina (ORCID: https://orcid.org/0000-0002-9962-4635)
- Ameen A. Salahudeen (ORCID: https://orcid.org/0000-0001-9037-3481)
- Edward B. Garon (ORCID: https://orcid.org/0000-0001-7077-8801)
- Tyler Danek
- Michelle M. Stein (ORCID: https://orcid.org/0000-0002-7680-9012)
- John S. Welch (ORCID: https://orcid.org/0000-0001-6656-3672)
- Ariane Lozac’hmeur
- Qidi Yang (ORCID: https://orcid.org/0009-0007-9491-3909)
- Eric W. Ng
- William Y. Go
- J. Randolph Hecht
Institutions
- University of California, Los Angeles (US)
- UC San Diego Health System (US)
- Moffitt Cancer Center (US)
- University of Illinois Chicago (US)
- Fred Hutch Cancer Center (US)
- Tempus Labs (United States) (US)
- Integrated BioTherapeutics (United States) (US)
- Mayo Clinic in Arizona (US)
Publication Details
- Journal
- npj Precision Oncology
- Published
- 2024-08-05
- DOI
- https://doi.org/10.1038/s41698-024-00665-z
- Citations
- 11
- Primary Topic
- Immunotherapy and Immune Responses
- Type
- article
- Field-Weighted Citation Impact
- 2.65