ArticleFrontiers in oncology2023
Spatially resolved transcriptomics revealed local invasion-related genes in colorectal cancer.
Article in Frontiers in oncology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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14 citing papers in PubMed, 15 citations in OpenAlex.
- Integrated Spatial and Bulk Untargeted Metabolomics Characterize Location- and Histology-Associated Metabolic Heterogeneity in Colorectal Cancer.Journal of proteome research · 2026Article
- SpaNiche: spatial niche analysis to explore colocalization patterns and cellular interactions in spatial transcriptomics data.Genome biology · 2026Article
- C4orf3 Regulates HIF-1α Degradation Under Hypoxic Conditions and Contributes to the Malignant Phenotype in Small Cell Lung Cancer.Journal of Cancer · 2026Article
- Lactate metabolism and protein lactylation in colorectal cancer: from metabolic reprogramming to epigenetic regulation.Frontiers in oncology · 2026Review
- Prognostic Significance and Functional Role of PPIB in a Retrospective Cohort of Patients with Advanced Gastric Cancer.Oncology research · 2026Article
- High-definition spatial transcriptomic profiling of immune cell populations in colorectal cancer.Nature genetics · 2025Article
- YY1 drives PARP1 expression essential for PARylation of NONO in mRNA maturation during neuroblastoma progression.Journal of translational medicine · 2024Article
- Scoping Review: Methods and Applications of Spatial Transcriptomics in Tumor Research.Cancers · 2024Article
- Deciphering the spatiotemporal transcriptional landscape of intestinal diseases (Review).Molecular medicine reports · 2024Review
- Correlation between TEX14 and ADAM17 expressions in colorectal cancer tissues of elderly patients and neoplasm staging, invasion, and metastasis.World journal of clinical cases · 2024Article
- Spatial Transcriptomic Profiling of Tetraspanins in Stage 4 Colon Cancer from Primary Tumor and Liver Metastasis.Life (Basel, Switzerland) · 2024Article
- Current state and future prospects of spatial biology in colorectal cancer.Frontiers in oncology · 2024Review
- 6-O-endosulfatases in tumor metastasis: heparan sulfate proteoglycans modification and potential therapeutic targets.American journal of cancer research · 2024Review
- Spatially Resolved Transcriptomics Technology Facilitates Cancer Research.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2023Review
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Authors and funding
10 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: Local invasion is the first step of metastasis, the main cause of colorectal cancer (CRC)-related death. Recent studies have revealed extensive intertumoral and intratumoral heterogeneity. Here, we focused on revealing local invasion-related genes in CRC. Methods: We used spatial transcriptomic techniques to study the process of local invasion in four CRC tissues. First, we compared the pre-cancerous, cancer center, and invasive margin in one section (S115) and used pseudo-time analysis to reveal the differentiation trajectories from cancer center to invasive margin. Next, we performed immunohistochemical staining for RPL5, STC1, AKR1B1, CD47, and HLA-A on CRC samples. Moreover, we knocked down AKR1B1 in CRC cell lines and performed CCK-8, wound healing, and transwell assays to assess cell proliferation, migration, and invasion. Results: We demonstrated that 13 genes were overexpressed in invasive clusters, among which the expression of CSTB and TM4SF1 was correlated with poor PFS in CRC patients. The ribosome pathway was increased, while the antigen processing and presentation pathway was decreased along CRC progression. RPL5 was upregulated, while HLA-A was downregulated along cancer invasion in CRC samples. Pseudo-time analysis revealed that STC1, AKR1B1, SIRPA, C4orf3, EDNRA, CES1, PRRX1, EMP1, PPIB, PLTP, SULF2, and EGFL6 were unpregulated along the trajectories. Immunohistochemic3al staining showed the expression of STC1, AKR1B1, and CD47 was increased along cancer invasion in CRC samples. Knockdown of AKR1B1 inhibited CRC cells' proliferation, migration, and invasion. Conclusions: We revealed the spatial heterogeneity within CRC tissues and uncovered some novel genes that were associated with CRC invasion.
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