ArticleGenome medicine2022
Single-cell genomic and transcriptomic landscapes of primary and metastatic colorectal cancer tumors.
Article in Genome medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 96 papers, 1 of them a synthesis that pooled it.
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96 citing papers in PubMed, 1 synthesis or guideline pooled it, 130 citations in OpenAlex.
- Identification of novel protein biomarkers and drug targets for colorectal cancer by integrating human plasma proteome with genome.Genome medicine · 2023Pooled it
- Metabolic reprogramming in colorectal cancer: Mechanisms and therapeutic insights.Genes & diseases · 2027Review
- Multi-omics-driven precision medicine.iMeta · 2026Review
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- Single-Cell Analysis Identified a Recurrent Malignant-Associated Transcriptional State in Colorectal Cancer.Cancer science · 2026Article
- FOXM1 expression is induced by the brain microenvironment and supports CRC brain metastatic adaptation.Clinical & experimental metastasis · 2026Article
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- Single-cell mapping of tumor-driven macrophage reprogramming via ETV4-MC1R underlies immunotherapy resistance in colorectal cancer.International journal of surgery (London, England) · 2026Article
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- Transcriptomic profiling of co-cultured cancer-host cells identifies hypoxia as a driver of the skeletal muscle cell's anti-proliferative effect on cancer cells.Oncogenesis · 2026Article
- Single-cell omics in tumor lymph node metastasis: mechanisms and therapeutic implications.Molecular cancer · 2026Review
- Single-cell dissection of hepatocellular carcinoma immunity: from heterogeneous subtypes to precision therapeutics.Frontiers in immunology · 2026Review
- Multidimensional exploration of the relationship between gut microbiota and colorectal cancer: focus on clinical tumorigenesis and treatment.Frontiers in immunology · 2026Review
- Ovarian cancer proteomic landscape changes across different pathological stages and biomarker-sets identified with integrative multiomics analysis.Frontiers in endocrinology · 2026Article
- KRAS-Driven Hypertranscription and Metastatic Dissemination in Colorectal Cancer Could be Overcome by Targeting the NMHC IIA/ PLK1 Signaling Axis with a Novel Acridine Derivative.International journal of biological sciences · 2026Article
- Visualization and Cluster Analysis of Peroxisome Proliferator-Activated Receptors in Colorectal Cancer: Research Trends and Future Directions.Human mutation · 2026Article
- Single-cell aneuploidy and chromosomal arm imbalances define subclones with divergent transcriptomic phenotypes.NAR genomics and bioinformatics · 2025Article
- Using single cell sequencing to investigate tumor microenvironment differences in left and right colon cancer and prognosis-related core genes.Discover oncology · 2025Article
- Dynamic remodelling of epithelial plasticity in colorectal cancer from single-cell and spatially resolved perspectives.Journal of translational medicine · 2025Article
- SPP1Journal for immunotherapy of cancer · 2025Article
36 more citing papers are in PubMed but not listed here.
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Authors and funding
15 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundColorectal cancer (CRC) ranks as the second-leading cause of cancer-related death worldwide with metastases being the main cause of cancer-related death. Here, we investigated the genomic and transcriptomic alterations in matching adjacent normal tissues, primary tumors, and metastatic tumors of CRC patients.
methodsWe performed whole genome sequencing (WGS), multi-region whole exome sequencing (WES), simultaneous single-cell RNA-Seq, and single-cell targeted cDNA Sanger sequencing on matching adjacent normal tissues, primary tumors, and metastatic tumors from 12 metastatic colorectal cancer patients (n=84 for genomes, n=81 for exomes, n=9120 for single cells). Patient-derived tumor organoids were used to estimate the anti-tumor effects of a PPAR inhibitor, and self-renewal and differentiation ability of stem cell-like tumor cells.
resultsWe found that the PPAR signaling pathway was prevalently and aberrantly activated in CRC tumors. Blocking of PPAR pathway both suppressed the growth and promoted the apoptosis of CRC organoids in vitro, indicating that aberrant activation of the PPAR signaling pathway plays a critical role in CRC tumorigenesis. Using matched samples from the same patient, distinct origins of the metastasized tumors between lymph node and liver were revealed, which was further verified by both copy number variation and mitochondrial mutation profiles at single-cell resolution. By combining single-cell RNA-Seq and single-cell point mutation identification by targeted cDNA Sanger sequencing, we revealed important phenotypic differences between cancer cells with and without critical point mutations (KRAS and TP53) in the same patient in vivo at single-cell resolution.
conclusionsOur data provides deep insights into how driver mutations interfere with the transcriptomic state of cancer cells in vivo at a single-cell resolution. Our findings offer novel knowledge on metastatic mechanisms as well as potential markers and therapeutic targets for CRC diagnosis and therapy. The high-precision single-cell RNA-seq dataset of matched adjacent normal tissues, primary tumors, and metastases from CRCs may serve as a rich resource for further studies.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.