TY - JOUR
T1 - Single-cell multi-omics characterize colorectal tumors, adjacent healthy tissue and matched (tumor) organoids identifying CRC-unique features
AU - Yu, Zhijun
AU - Derksen, Merel
AU - te Pas, Brigit M.
AU - Ladstätter, Sabrina
AU - Overmeer, Rene
AU - Brazda, Peter
AU - van de Wetering, Marc
AU - Pourfarzad, Farzin
AU - Vries, Robert G.J.
AU - Megchelenbrink, Wout
AU - Bock, Christoph
AU - Altucci, Lucia
AU - Stunnenberg, Hendrik G.
N1 - © 2025 The Author(s). International Journal of Cancer published by John Wiley & Sons Ltd on behalf of UICC.
PY - 2025/12/15
Y1 - 2025/12/15
N2 - Colorectal cancer (CRC) arises in the colorectal tissue driven by genetic disorder or the accumulation of somatic mutations, leading to abnormal epithelial cell growth. In this study, we employed single-nucleus multi-omics analysis, including single-nucleus RNA-seq and single-nucleus ATAC-seq, on over 100,000 high-quality nuclei to investigate the molecular landscape of both primary tissue and patient-derived organoids (PDOs). Our analysis showed that normal PDOs (N-PDOs) derived from tissue adjacent to tumors replicate the cellular composition and differentiation trajectory of colorectal crypts. In contrast, tumor PDOs (T-PDOs) showed patient-specific transcriptomic and epigenomic heterogeneity yet consistently maintained a stem cell-like state. T-PDOs retained the somatic mutation profile of the primary tumor while also exhibiting de novo mutations not detected in either the primary tumor or N-PDOs. Notably, inferred cell–cell interaction analysis highlighted the activin signaling pathway as a potential unique feature of fibroblast-epithelial interactions within the tumor microenvironment. This study provides a comprehensive view of the transition from normal to malignant colorectal epithelium and underscores the utility of PDOs as a faithful model for capturing both conserved and patient-specific features of colorectal cancer.
AB - Colorectal cancer (CRC) arises in the colorectal tissue driven by genetic disorder or the accumulation of somatic mutations, leading to abnormal epithelial cell growth. In this study, we employed single-nucleus multi-omics analysis, including single-nucleus RNA-seq and single-nucleus ATAC-seq, on over 100,000 high-quality nuclei to investigate the molecular landscape of both primary tissue and patient-derived organoids (PDOs). Our analysis showed that normal PDOs (N-PDOs) derived from tissue adjacent to tumors replicate the cellular composition and differentiation trajectory of colorectal crypts. In contrast, tumor PDOs (T-PDOs) showed patient-specific transcriptomic and epigenomic heterogeneity yet consistently maintained a stem cell-like state. T-PDOs retained the somatic mutation profile of the primary tumor while also exhibiting de novo mutations not detected in either the primary tumor or N-PDOs. Notably, inferred cell–cell interaction analysis highlighted the activin signaling pathway as a potential unique feature of fibroblast-epithelial interactions within the tumor microenvironment. This study provides a comprehensive view of the transition from normal to malignant colorectal epithelium and underscores the utility of PDOs as a faithful model for capturing both conserved and patient-specific features of colorectal cancer.
KW - colorectal cancer (CRC)
KW - epigenomics
KW - patient-derived organoids (PDOs)
KW - single-cell analysis
KW - transcriptomics
KW - Single-Cell Analysis/methods
KW - Humans
KW - Transcriptome
KW - Colorectal Neoplasms/genetics
KW - Multiomics
KW - Mutation
KW - Organoids/pathology
KW - Tumor Microenvironment/genetics
UR - https://www.scopus.com/pages/publications/105014096771
UR - https://www.mendeley.com/catalogue/2697d03a-c28f-3dfd-b3b3-ac2c6b2c6b6c/
U2 - 10.1002/ijc.70103
DO - 10.1002/ijc.70103
M3 - Article
C2 - 40847690
AN - SCOPUS:105014096771
SN - 0020-7136
VL - 157
SP - 2619
EP - 2634
JO - International journal of cancer
JF - International journal of cancer
IS - 12
ER -