PO.BCS01.15 · 生物信息与计算
Long-read sequencing of 15 Ewing sarcoma cell lines uncovers extensive GGAA microsatellite variation shaping the landscape of EWSR1::FLI1 binding
作者与单位
摘要 Abstract
Ewing sarcoma (EwS) is a rare, aggressive bone and soft tissue tumor occurring primarily in adolescents and young adults. EwS is defined by acquired chromosomal translocations between a member of the FET gene family and an ETS transcription factor (e.g., EWSR1::FLI1 in >85% of cases) that bind GGAA repetitive sequences and rewire local transcriptional activity. Germline variation in GGAA microsatellite allele length and motif purity can alter binding of EWSR1::FLI1 and disrupt the ability to dysregulate core driver genes. Further investigation into the molecular features underlying these germline-somatic interactions may yield new insights into the genetic etiology of Ewing sarcoma.
We performed whole-genome PacBio Revio HiFi sequencing on high molecular weight DNA extracted from 15 EwS cell lines positive for EWSR1::FLI1 to characterize germline variation in GGAA microsatellites genome-wide. We implemented a custom TRGT pipeline to call microsatellites containing at least 3 GGAA motifs utilizing a genomic repeat library and hidden Markov models. To investigate genomic features that could enhance EWSR1::FLI1 binding, we utilized linear mixed models incorporating PacBio data on microsatellite allele calls and DNA methylation with chromatin accessibility and ChIP-seq of EWSR1::FLI1 binding from the Ewing Sarcoma Cell Line Atlas (ESCLA).
In total, 39,319 GGAA microsatellites were characterized, with notable variation observed in microsatellite length (median=16 bp, interquartile range=13-51) and purity of GGAA motifs (mean=93.4%, standard deviation=9.2%). Allelic variation was present between cell lines with a mean of 4 alleles and a maximum of all 30 haplotypes exhibiting a different allele. Increased microsatellite length was the strongest predictor of EWSR1::FLI1 binding (beta=0.711, 95% CI=0.703,0.719), followed by reduced DNA methylation (beta=-0.023, 95% CI=-0.024,-0.022) and increased H3K27ac measures of open chromatin (beta=0.154, 95% CI=0.138-0.170). Analyses of established core EwS genes dysregulated by EWSR1::FLI1 are underway to identify specific microsatellites and allelic combinations that promote EWSR1::FLI1-altered expression of these genes.
Together, germline data from long-read whole-genome sequencing and multi-omic profiles from the ESCLA enable integrative analyses for disentangling germline-somatic interactions that alter EWSR1::FLI1 binding and downstream transcriptional regulation.
利益披露 Disclosure
A. Song, None..
X. Li, None.
E. Dolzhenko,
PacBio Employment.
H. Neyret Kahn, None..
K. Jones, None..
D. Wang, None..
K. Jain, None..
A. Hubbard, None..
O. Lee, None..
S. Chanock, None..
D. Dutta, None..
O. Delattre, None..
M. J. Machiela, None.