Cell-free DNA epigenomic profiling enables noninvasive detection and monitoring of translocation renal cell carcinoma
TFE3 translocation renal cell carcinoma (tRCC), an aggressive kidney cancer driven by TFE3 gene fusions, is frequently misdiagnosed owing to morphologic overlap with other kidney cancer subtypes. Conventional liquid biopsy assays that detect tumor DNA via somatic mutations or copy number alterations are unsuitable for tRCC since it often lacks recurrent genetic alterations and because fusion breakpoints are highly variable between patients. We reasoned that epigenomic profiling could more effectively detect tRCC because the driver fusion constitutes an oncogenic transcription factor that alters gene regulation. By defining a TFE3-driven epigenomic signature in tRCC cell lines and detecting it in patient plasma using ChIP-seq, we distinguished tRCC from clear-cell RCC (AUC = 0.86) and samples of individuals without evidence of cancer (AUC = 0.92) at low tumor fractions (<1%). This work establishes a framework for noninvasive epigenomic detection, diagnosis, and monitoring of tRCC, with implications for other mutationally quiet, fusion-driven cancers.
Authors
- Alessandro Medda
- Kelly Klega
- Srinivas R. Viswanathan
- Jiao Li
- Jacob E. Berchuck
- Dory Freeman
- Matthew L. Freedman
- Noa Phillips
- Medha Pandey
- William D. Figg
- Jack Horst
- Brad J. Fortunato
- Cindy H. Chau
- Rachel Trowbridge
- Simon Garinet
- Brian D. Crompton
- Prathyusha Konda
- Ze Zhang
- Prateek Khanna
- Ji-Heui Seo
- Toni K. Choueiri
- Razane El Hajj Chehade
- Jillian O’Toole
- Mingkee Achom
- Hunter Savignano
- John Canniff
- Sylvan C. Baca
- Ananthan Sadagopan
- Karl Semaan
- Kevin Lyons
- Rashad Nawfal
- Matthew P. Davidsohn
Institutions
- Broad Institute (US)
- Brigham and Women's Hospital (US)
- National Institutes of Health (US)
- Harvard University (US)
- Emory University (US)
- Dana-Farber Cancer Institute (US)
- National Cancer Institute (US)
- Center for Cancer Research (US)
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center (US)
Publication Details
- Journal
- Journal of Clinical Investigation
- Published
- 2026-02-01
- DOI
- https://doi.org/10.1172/jci195725
- Citations
- 1
- Primary Topic
- Cancer Genomics and Diagnostics
- Type
- article
- Field-Weighted Citation Impact
- 24.82