Single-cell transcriptomic architecture for deciphering the complexity of tumor microenvironment in ampulla of Vater carcinoma.
Abstract
e16474 Background: Ampulla of Vater carcinoma (AVC) is a rare gastrointestinal tumor that is associated with a high mortality rate and it’s often diagnosed at later stages due to lack of clinical symptoms. Elucidating complex ecosystems and molecular features of AVC is pivotal to proactive cancer prevention and optimal therapeutic intervention. Methods: We performed single-cell RNA sequencing (scRNA-seq) of treatment-naïve AVC biopsies (N = 8), and bulk RNA sequencing of surgically resected tissues (N = 62) to investigate the transcriptomic signature in tumor microenvironment (TME) of AVC. Results: We analyzed the single-cell transcriptome of 34,672 cells and epithelial cells were classified into 4 subtypes by consensus non-negative matrix factorization (cNMF) based on their gene expression profiles. Among them, the KRAS high subtype showed more increased copy number variation than other subtypes and was less differentiated with a high stemness score. Moreover, the KRAS high subtype was reversely related to overall survival (OS) and enriched with granzyme K + CD8 T cells. Deconvolution of bulk RNA-seq data validated the poor OS and progression-free survival (PFS) in the AVC patients with the KRAS high subtype. Also, it was revealed that this subtype was associated with early tumor recurrence in AVC. Conclusions: We understood the heterogenous TME of AVC and found the prognostic biomarker to predict postoperative recurrence and survival in AVC.
Article Details
Journal Info
Journal of Clinical Oncology
Lippincott Williams & Wilkins
Authors (16)
Hyemin Kim
Young Hoon Choi
Hyoung-oh Jeong
Department of Biomedical Engineering, School of Life Sciences, Ulsan National Institute of Science and Technology, Ulsan, South Korea
So Jeong Yoon
Yo Han Jeon
Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
Hongbeom Kim
Sang Hyun Shin
Jin Seok Heo
In Woong Han
Kee-Taek Jang
Se-Hoon Lee
Kwang Hyuck Lee
Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
Kyu Taek Lee
Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
Jong Kyun Lee
Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
Semin Lee
Joo Kyung Sophie Park
Samsung Medical Center, Seoul, South Korea