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3D genomic mapping reveals multifocality of human pancreatic precancers.
- Source :
-
Nature [Nature] 2024 May; Vol. 629 (8012), pp. 679-687. Date of Electronic Publication: 2024 May 01. - Publication Year :
- 2024
-
Abstract
- Pancreatic intraepithelial neoplasias (PanINs) are the most common precursors of pancreatic cancer, but their small size and inaccessibility in humans make them challenging to study <superscript>1</superscript> . Critically, the number, dimensions and connectivity of human PanINs remain largely unknown, precluding important insights into early cancer development. Here, we provide a microanatomical survey of human PanINs by analysing 46 large samples of grossly normal human pancreas with a machine-learning pipeline for quantitative 3D histological reconstruction at single-cell resolution. To elucidate genetic relationships between and within PanINs, we developed a workflow in which 3D modelling guides multi-region microdissection and targeted and whole-exome sequencing. From these samples, we calculated a mean burden of 13 PanINs per cm <superscript>3</superscript> and extrapolated that the normal intact adult pancreas harbours hundreds of PanINs, almost all with oncogenic KRAS hotspot mutations. We found that most PanINs originate as independent clones with distinct somatic mutation profiles. Some spatially continuous PanINs were found to contain multiple KRAS mutations; computational and in situ analyses demonstrated that different KRAS mutations localize to distinct cell subpopulations within these neoplasms, indicating their polyclonal origins. The extensive multifocality and genetic heterogeneity of PanINs raises important questions about mechanisms that drive precancer initiation and confer differential progression risk in the human pancreas. This detailed 3D genomic mapping of molecular alterations in human PanINs provides an empirical foundation for early detection and rational interception of pancreatic cancer.<br /> (© 2024. The Author(s), under exclusive licence to Springer Nature Limited.)
- Subjects :
- Adult
Female
Humans
Male
Clone Cells metabolism
Clone Cells pathology
Exome Sequencing
Machine Learning
Mutation
Pancreas anatomy & histology
Pancreas cytology
Pancreas metabolism
Pancreas pathology
Workflow
Disease Progression
Early Detection of Cancer
Oncogenes genetics
Genetic Heterogeneity
Genomics
Imaging, Three-Dimensional
Pancreatic Neoplasms genetics
Pancreatic Neoplasms pathology
Precancerous Conditions genetics
Precancerous Conditions pathology
Single-Cell Analysis
Subjects
Details
- Language :
- English
- ISSN :
- 1476-4687
- Volume :
- 629
- Issue :
- 8012
- Database :
- MEDLINE
- Journal :
- Nature
- Publication Type :
- Academic Journal
- Accession number :
- 38693266
- Full Text :
- https://doi.org/10.1038/s41586-024-07359-3