Establishing a single-cell RNA sequencing workflow using EUS-guided fine-needle aspiration for pancreatic ductal adenocarcinoma
Background and Objectives: No unified consensus exists regarding standardized protocols for single-cell RNA sequencing (scRNA-seq) analysis of samples obtained via EUS-guided fine-needle aspiration (EUS-FNA). This study aimed to evaluate the feasibility of applying scRNA-seq to EUS-FNA-derived pancreatic ductal adenocarcinoma (PDAC) samples and to compare their quality metrics and cellular composition with those of surgical resection-derived samples. Methods: PDAC samples obtained via EUS-FNA were subjected to scRNA-seq using the 10× Genomics platform. These data were integrated with publicly available PDAC scRNA-seq datasets derived from EUS-FNA and surgical resection samples. Quality-control metrics, doublet estimates, ambient RNA contamination scores, and cell-type composition were compared between sampling methods. Results: Compared with surgical resection-derived samples, EUS-FNA-derived samples showed lower transcript abundance and lower mitochondrial transcript percentages, while exhibiting comparable detected gene numbers, estimated doublet proportions, and ambient RNA contamination scores. These findings suggest that EUS-FNA-derived samples can generate analyzable single-cell transcriptomic profiles under the workflow used in this study. Differences in recovered cell-type composition were observed between sampling methods: EUS-FNA-derived samples showed relatively higher proportions of immune cells, whereas surgical resection-derived samples showed relatively higher recovery of several nonimmune cell populations. These differences may reflect both biological characteristics and sampling-related technical effects. Conclusions: This study supports the feasibility of scRNA-seq analysis using EUS-FNA-derived PDAC samples and suggests that EUS-FNA and surgical resection samples may provide complementary information. Further validation in larger, preferably paired prospective cohorts is warranted.
Authors
- Duowu Zou (ORCID: https://orcid.org/0000-0002-2461-5304)
- Yao Zhang (ORCID: https://orcid.org/0000-0001-5924-9052)
- Xinchen Lu
- Zonghao Liu (ORCID: https://orcid.org/0009-0003-1522-7320)
- Lei Liu
- Minmin Zhang
- Tianyu Zhang
- Xiangyi He
- Chunhua Zhou
- Ling Zhang
- Tingting Gong
Institutions
- Shanghai Jiao Tong University (CN)
- Ruijin Hospital (CN)
- Luye Pharma (China) (CN)
Publication Details
- Journal
- Endoscopic Ultrasound
- Published
- 2026-08-18
- DOI
- https://doi.org/10.1097/eus.0000000000000214
- Primary Topic
- Single-cell and spatial transcriptomics
- Type
- article
- Field-Weighted Citation Impact
- 0.00