EventsCancersScape: Spatial Biology of the Tumor Ecosystem
Published
This submission belongs to the session S2. Spatial Intra-Tumoral Heterogeneity in the Tumor Microenvironment of the event CancersScape: Spatial Biology of the Tumor Ecosystem
Published date
05 Nov, 2025
Academic Editor
author-avatarSamuel Mok
Citation
Abdelouahab Dehimat, Joanna Żyła, Marta Cascante, Sergio Madurga Diez, Joan Maurel, Integrative Single-Cell and Spatial Transcriptomics Reveal Oncofetal Gene Reactivation and Tumor Microenvironment Heterogeneity in Colorectal Cancer, in Proceedings of CancersScape: Spatial Biology of the Tumor Ecosystem, Barcelona, 5 November–7 November 2025, MDPI: Basel, Switzerland
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Integrative Single-Cell and Spatial Transcriptomics Reveal Oncofetal Gene Reactivation and Tumor Microenvironment Heterogeneity in Colorectal Cancer

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1. Department of Natural and Life Sciences, Faculty of Sciences, University of M'sila, University Pole, Road Bordj Bou Arreiridj, M'sila 28000 Algeria, Algeria, Algeria
2. Faculty of Automatic Control, Electronic and Computer Science Department of Data Science and Engineering ul. Akademicka 16, pok. 333, 44-100 Gliwice, Poland
3. Department of Biochemistry and Molecular Biomedicine Facultat de Biologia, Departament de Bioquímica i Biologia Molecular; Avda. Diagonal 645, Edifici Nou, pl -2 934021593, Spain
4. Department of Material Science and Physical Chemistry, University of Barcelona, Spain
5. Department of Medical Oncology, Hospital Clìnic i Provincial de Barcelona, Barcelona, Spain, Spain
Abstract

Introduction:
Oncofetal gene reactivation is a hallmark of cancer plasticity, but its spatial dynamics and integration with tumor regulatory circuits remain unclear in colorectal cancer (CRC). We investigated how a fetal-like state, defined by an oncofetal signature (OnFS), contributes to intratumoral heterogeneity and how it is shaped by silencing AP-1 transcription factors (FOS and JUND), using single-cell and spatial transcriptomics to map its organization within the tumor microenvironment (TME).

Methods:
Single-cell RNA sequencing and spatial transcriptomics were applied to CRC patient-derived organoids (PDOs) and matched tumor biopsies, including shFOS and shJUND lines. Analyses included UMAP, Louvain clustering, SingleR-based cell annotation, differential expression, pathway enrichment (ssGSEA), and trajectory inference (PAGA and Monocle3). Spatial co-localization assessed OnFS-high enrichment in TME niches (e.g., invasive fronts, hypoxic cores, and immune-excluded regions). OnFS activation was quantified with AddModuleScore and its association with EMT, stemness, and AP-1 disruption evaluated.

Expected Outcomes:
We anticipate a gradient of OnFS activation across PDOs and tumor sections, enriched at invasion zones and stromal interaction sites. OnFS-high cells are expected to act as hubs in phenotypic trajectories and localize near immunosuppressive and hypoxic niches. Co-expression analysis should reveal modules linked to EMT, hypoxia, and therapy resistance, with strong overlap between OnFS-high and AP-1–silenced profiles, suggesting convergent spatial mechanisms.

Discussion:
Fetal-like reprogramming in CRC emerges as a spatially organized and dynamic driver of tumor heterogeneity, functionally tied to AP-1 regulation. Spatial mapping shows OnFS-driven plasticity concentrates in biologically active niches, providing potential biomarkers and therapeutic targets to disrupt tumor adaptation and resistance.

Keywords
Colorectal cancer
Oncofetal gene signature
AP-1 transcription factors
FOS
JUND
Single-cell RNA sequencing
Spatial transcriptomics
Tumor heterogeneity
Epithelial–mesenchymal transition
Stemness
Therapy resistance
Tumor microenvironment
Cell-sta
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