A 3D tumorwide multi-omic atlas of intratumoral heterogeneity in <i>IDH</i> -mutant glioma.
Abstract
2067 Background: Isocitrate dehydrogenase mutant (IDHmut) glioma affects over 20,000 adults per year. Treatment failure often results from intratumoral heterogeneity, in which genomic subclones undergo selection for treatment-resistant populations. Understanding this heterogeneity is critical to selecting therapeutic combinations that are efficacious across the entire tumor, but few genomic studies go beyond analyzing a single tumor sample per patient. Methods: 3D whole tumor sampling was used to obtain 324 spatially mapped samples from 32 IDHmut gliomas. Whole exome (n=323), RNA (318), ATAC sequencing (92), and Hi-C (14) were performed. PyClone reconstructed clonal evolution, weighted gene/peak correlation network analyses derived co-expression (RNA) and gene regulatory (ATAC) programs, and comparison of tumor Hi-C results to normal brain identified tumor-specific chromatin loops. Results: Regional tumor content (purity) inversely correlated with distance from tumor centroid ( R = -0.32, p = 2.8×10 -8 ) and inter-sample distance was associated with subclonal ( R = 0.24, p = 8.1x10 -15 ) and transcriptional ( R = 0.12, p = 1.0x10 -5 ) similarity. Beyond IDH1 in the combined 17 astrocytomas and 15 oligodendrogliomas, tumor-wide alterations were recurrently observed in TP53 (altered in 64%; tumor-wide in 58%), ATRX (55%; 39%), TERT promoter (45%; 45%) and FUBP1 (18%; 6%). Despite high cohort prevalence, glioma-associated drivers CIC (altered in 42%), PIK3CA (36%), and ARID1A (18%) were tumor-wide in only one patient each, while MUC4 (33%), NOTCH1 (27%), SETD2 (24%), and PIK3R1 (15%) were never observed in the tumor founding clone. Tumors with CIC alterations harbored a median of 5 unique mutations with a median combined tumor-wide cancer cell fraction of 45%. Hi-C identified 5,579 tumor-specific promoter-enhancer interactions across 4,144 loops. The genes associated with these promoters enriched for tumor-specific RNA programs associated with OPC signature ( p adj = 3x10 -14 ), NPC signature ( p adj = 3.87x10 -14 ), and neuronal mimicry (1.2×10 -13 ). We discovered adversely prognostic gene expression programs in astrocytoma independently validated in chromatin regulatory programs. Conclusions: Tumor-wide sampling of IDHmut glioma revealed evidence of radial tumor growth and 3D patterns of cellular organization, in sharp contrast to intermixed patterns in IDH wildtype glioma. Most inter-patient heterogeneity in driver alterations was subclonal. Our data also revealed regulatory loops that explain tumor cell-specific expression signatures. A significant, adverse prognostic marker in astrocytoma was discovered and cross-validated.
Article Details
Journal Info
Journal of Clinical Oncology
Lippincott Williams & Wilkins
Authors (19)
Benjamin Joshua Lerman
University of California, San Francisco, San Francisco, CA
Olivia Doyle
Ellen Chen
University of California San Francisco, San Francisco, CA
Lee Chen
Hengqiang Zhao
Mark Youngblood
Northwestern Medicine, Chicago, IL
Mateo Gomez
Angela Jakary
University of California San Francisco, San Francisco, CA
Radhika Mathur
University of California San Francisco, San Francisco, CA
Daniel Zamler
University of California San Francisco, San Francisco, CA
Joanna J. Phillips
Anny Shai
University of California, San Francisco, San Francisco, CA
Shawn L. Hervey-Jumper
Mitchel S. Berger
Department of Neurosurgery & Division of Neuro-Oncology, University of San Francisco, San Francisco, CA
Michael McDermott
Janine Lupo
University of California, San Francisco, San Francisco, CA
Feng Yue
Michael Oldham
University of California San Francisco, San Francisco, CA
Joseph Costello
University of California, San Francisco, San Francisco, CA