Journal Article DKFZ-2025-01560

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Integrated in vivo combinatorial functional genomics and spatial transcriptomics of tumours to decode genotype-to-phenotype relationships.

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2025
Nature Research Tokyo

Nature biomedical engineering nn, nn () [10.1038/s41551-025-01437-1]
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Abstract: Advancing spatially resolved in vivo functional genomes will link complex genetic alterations prevalent in cancer to critical disease phenotypes within tumour ecosystems. To this end, we developed PERTURB-CAST, a method to streamline the identification of perturbations at the tissue level. By adapting RNA-templated ligation probes, PERTURB-CAST leverages commercial 10X Visium spatial transcriptomics to integrate perturbation mapping with transcriptome-wide phenotyping in the same tissue section using a widely available single-readout platform. In addition, we present CHOCOLAT-G2P, a scalable framework designed to study higher-order combinatorial perturbations that mimic tumour heterogeneity. We apply it to investigate tissue-level phenotypic effects of combinatorial perturbations that induce autochthonous mosaic liver tumours.

Classification:

Note: #EA:B450#LA:F190#/ epub / These authors contributed equally: Marco Breinig, Artem Lomakin, Elyas Heidari.

Contributing Institute(s):
  1. Künstl. Intelligenz in der Onkologie (B450)
  2. B260 Bioinformatik der Genomik und Systemgenetik (B260)
  3. KKE Neuropathologie (B300)
  4. DKTK HD zentral (HD01)
  5. NWG Cell Plasticity and Epigenetic Remodeling (F190)
Research Program(s):
  1. 312 - Funktionelle und strukturelle Genomforschung (POF4-312) (POF4-312)

Appears in the scientific report 2025
Database coverage:
Medline ; Clarivate Analytics Master Journal List ; DEAL Nature ; Essential Science Indicators ; IF >= 25 ; JCR ; SCOPUS ; Science Citation Index Expanded ; Web of Science Core Collection
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 Record created 2025-07-29, last modified 2025-08-19



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