ArticlePLoS medicine2016
The Subclonal Architecture of Metastatic Breast Cancer: Results from a Prospective Community-Based Rapid Autopsy Program "CASCADE".
Article in PLoS medicine, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 79 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
79 citing papers in PubMed, 139 citations in OpenAlex.
- Trial
- Stereotactic ablative body radiotherapy (SABR) for bone only oligometastatic breast cancer: A prospective clinical trial.Breast (Edinburgh, Scotland) · 2020Trial
- Trial
- The Genetic Landscape and Clonal Evolution of Breast Cancer Resistance to Palbociclib plus Fulvestrant in the PALOMA-3 Trial.Cancer discovery · 2018Trial
- Trial
- Integrated RNA and DNA sequencing reveals early drivers of metastatic breast cancer.The Journal of clinical investigation · 2018Trial
- A Practical Workflow for Correcting Kit-Specific Effects in Whole-Exome Sequencing Data.Methods and protocols · 2026Article
- Beyond Molecular Classification in Metastatic Triple-Negative Breast Cancer: Toward Subtype-Guided Precision Oncology.International journal of molecular sciences · 2026Review
- Management of Bone-Only Progressive Disease in Metastatic Breast Cancer-A Retrospective Single-Center Analysis.Journal of clinical medicine · 2026Article
- Mathematical modeling of the effect of early detection in breast cancer treatment.Frontiers in oncology · 2025Article
- Mapping the transcriptional evolution of human metastatic breast cancer.The Journal of clinical investigation · 2024Article
- Research autopsy programmes in oncology: shared experience from 14 centres across the world.The Journal of pathology · 2024Article
- Tumor heterogeneity and clinically invisible micrometastases in metastatic breast cancer-a call for enhanced surveillance strategies.NPJ precision oncology · 2024Article
- Thinking (Metastasis) outside the (Primary Tumor) Box.Cancers · 2023Article
- Distinct shared and compartment-enriched oncogenic networks drive primary versus metastatic breast cancer.Nature communications · 2023Article
- Clinical Implications of APOBEC3-Mediated Mutagenesis in Breast Cancer.Clinical cancer research : an official journal of the American Association for Cancer Research · 2023Review
- The need for integrated research autopsies in the era of precision oral medicine.Journal of the American Dental Association (1939) · 2023Review
- The oligometastatic paradigm and the role of radiotherapy.Clinical medicine (London, England) · 2023Article
- Integrated DNA and RNA Sequencing Reveals Drivers of Endocrine Resistance in Estrogen Receptor-Positive Breast Cancer.Clinical cancer research : an official journal of the American Association for Cancer Research · 2022Article
- Combining Radiotherapy and Immunotherapy in Metastatic Breast Cancer: Current Status and Future Directions.Biomedicines · 2022Review
19 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
20 authors at 5 institutions in 3 countries.
Funding
Abstract
backgroundUnderstanding the cancer genome is seen as a key step in improving outcomes for cancer patients. Genomic assays are emerging as a possible avenue to personalised medicine in breast cancer. However, evolution of the cancer genome during the natural history of breast cancer is largely unknown, as is the profile of disease at death. We sought to study in detail these aspects of advanced breast cancers that have resulted in lethal disease. METHODS AND
findingsThree patients with oestrogen-receptor (ER)-positive, human epidermal growth factor receptor 2 (HER2)-negative breast cancer and one patient with triple negative breast cancer underwent rapid autopsy as part of an institutional prospective community-based rapid autopsy program (CASCADE). Cases represented a range of management problems in breast cancer, including late relapse after early stage disease, de novo metastatic disease, discordant disease response, and disease refractory to treatment. Between 5 and 12 metastatic sites were collected at autopsy together with available primary tumours and longitudinal metastatic biopsies taken during life. Samples underwent paired tumour-normal whole exome sequencing and single nucleotide polymorphism (SNP) arrays. Subclonal architectures were inferred by jointly analysing all samples from each patient. Mutations were validated using high depth amplicon sequencing. Between cases, there were significant differences in mutational burden, driver mutations, mutational processes, and copy number variation. Within each case, we found dramatic heterogeneity in subclonal structure from primary to metastatic disease and between metastatic sites, such that no single lesion captured the breadth of disease. Metastatic cross-seeding was found in each case, and treatment drove subclonal diversification. Subclones displayed parallel evolution of treatment resistance in some cases and apparent augmentation of key oncogenic drivers as an alternative resistance mechanism. We also observed the role of mutational processes in subclonal evolution. Limitations of this study include the potential for bias introduced by joint analysis of formalin-fixed archival specimens with fresh specimens and the difficulties in resolving subclones with whole exome sequencing. Other alterations that could define subclones such as structural variants or epigenetic modifications were not assessed.
conclusionsThis study highlights various mechanisms that shape the genome of metastatic breast cancer and the value of studying advanced disease in detail. Treatment drives significant genomic heterogeneity in breast cancers which has implications for disease monitoring and treatment selection in the personalised medicine paradigm.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.