ArticleAnnals of oncology : official journal of the European Society for Medical Oncology2017
Carbon dating cancer: defining the chronology of metastatic progression in colorectal cancer.
Article in Annals of oncology : official journal of the European Society for Medical Oncology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed.
- Longitudinal Liquid Biopsy and Mathematical Modeling of Clonal Evolution Forecast Time to Treatment Failure in the PROSPECT-C Phase II Colorectal Cancer Clinical Trial.Cancer discovery · 2018Trial
- MicroRNAs and Other Small RNAs in Liquid Biopsies as Biomarkers for Early Detection of Colorectal Cancer.International journal of molecular sciences · 2026Review
- The Cancer Genome in the Long Reads Era.Methods in molecular biology (Clifton, N.J.) · 2025Article
- Resveratrol and p53: How are they involved in CRC plasticity and apoptosis?Journal of advanced research · 2024Review
- State-dependent evolutionary models reveal modes of solid tumour growth.Nature ecology & evolution · 2023Article
- Editorial: Chronology of gastrointestinal cancers and gastrointestinal microbiota.Frontiers in endocrinology · 2023Article
- Colorectal Cancer Stage at Diagnosis Before vs During the COVID-19 Pandemic in Italy.JAMA network open · 2022Article
- Identification of the effects of COVID-19 on patients with pulmonary fibrosis and lung cancer: a bioinformatics analysis and literature review.Scientific reports · 2022Review
- Cancer evolution: Darwin and beyond.The EMBO journal · 2021Review
- Computing nearest neighbour interchange distances between ranked phylogenetic trees.Journal of mathematical biology · 2021Article
- Article
- Identification and Verification of Two Novel Differentially Expressed Proteins from Non-neoplastic Mucosa and Colorectal Carcinoma Via iTRAQ Combined with Liquid Chromatography-Mass Spectrometry.Pathology oncology research : POR · 2020Article
- Photoconversion and chromatographic microfluidic system reveals differential cellular phenotypes of adhesion velocity versus persistence in shear flow.Lab on a chip · 2020Article
- Metastasis and the evolution of dispersal.Proceedings. Biological sciences · 2019Article
- Rapid evolution and biogeographic spread in a colorectal cancer.Nature communications · 2019Article
- Analyzing Mechanisms of Metastatic Cancer Cell Adhesive Phenotype Leveraging Preparative Adhesion Chromatography Microfluidic.Advanced biosystems · 2019Article
- Fluorometric Quantification of Single-Cell Velocities to Investigate Cancer Metastasis.Cell systems · 2018Article
- Inferring parsimonious migration histories for metastatic cancers.Nature genetics · 2018Article
- Multicenter phase II study of apatinib treatment for metastatic gastric cancer after failure of second-line chemotherapy.Oncotarget · 2017Article
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30 authors.
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Abstract
Background: Patients often ask oncologists how long a cancer has been present before causing symptoms or spreading to other organs. The evolutionary trajectory of cancers can be defined using phylogenetic approaches but lack of chronological references makes dating the exact onset of tumours very challenging. Patients and methods: Here, we describe the case of a colorectal cancer (CRC) patient presenting with synchronous lung metastasis and metachronous thyroid, chest wall and urinary tract metastases over the course of 5 years. The chest wall metastasis was caused by needle tract seeding, implying a known time of onset. Using whole genome sequencing data from primary and metastatic sites we inferred the complete chronology of the cancer by exploiting the time of needle tract seeding as an in vivo 'stopwatch'. This approach allowed us to follow the progression of the disease back in time, dating each ancestral node of the phylogenetic tree in the past history of the tumour. We used a Bayesian phylogenomic approach, which accounts for possible dynamic changes in mutational rate, to reconstruct the phylogenetic tree and effectively 'carbon date' the malignant progression. Results: The primary colon cancer emerged between 5 and 8 years before the clinical diagnosis. The primary tumour metastasized to the lung and the thyroid within a year from its onset. The thyroid lesion presented as a tumour-to-tumour deposit within a benign Hurthle adenoma. Despite rapid metastatic progression from the primary tumour, the patient showed an indolent disease course. Primary cancer and metastases were microsatellite stable and displayed low chromosomal instability. Neo-antigen analysis suggested minimal immunogenicity. Conclusion: Our data provide the first in vivo experimental evidence documenting the timing of metastatic progression in CRC and suggest that genomic instability might be more important than the metastatic potential of the primary cancer in dictating CRC fate.
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