| Literature DB >> 34026650 |
Francesca Chemi1, Sumitra Mohan1, Tatiana Guevara1, Alexandra Clipson1, Dominic G Rothwell1, Caroline Dive1.
Abstract
Circulating tumor cells (CTCs) play a causal role in the development of metastasis, the major cause of cancer-associated mortality worldwide. In the past decade, the development of powerful cellular and molecular technologies has led to a better understanding of the molecular characteristics and timing of dissemination of CTCs during cancer progression. For instance, genotypic and phenotypic characterization of CTCs, at the single cell level, has shown that CTCs are heterogenous, disseminate early and could represent only a minor subpopulation of the primary tumor responsible for disease relapse. While the impact of molecular profiling of CTCs has not yet been translated to the clinic, CTC enumeration has been widely used as a prognostic biomarker to monitor treatment response and to predict disease relapse. However, previous studies have revealed a major challenge: the low abundance of CTCs in the bloodstream of patients with cancer, especially in early stage disease where the identification and characterization of subsequently "lethal" cells has potentially the greatest clinical relevance. The CTC field is rapidly evolving with development of new technologies to improve the sensitivity of CTC detection, enumeration, isolation, and molecular profiling. Here we examine the technical and analytical validity of CTC technologies, we summarize current data on the biology of CTCs that disseminate early and review CTC-based clinical applications.Entities:
Keywords: CTCs; early dissemination; liquid biopsy; metastasis; minimal residual disease
Year: 2021 PMID: 34026650 PMCID: PMC8138033 DOI: 10.3389/fonc.2021.672195
Source DB: PubMed Journal: Front Oncol ISSN: 2234-943X Impact factor: 6.244
Summary of studies that performed CTC molecular profiling.
| Molecular type | Technology | Readout | Type of Cancer | Main conclusions | References |
|---|---|---|---|---|---|
|
| Array-CGH/targeted NGS | CNA/mutations | Colorectal | 1) CTCs carry tumour CNA and mutations 2) CTCs represent a small subclone of primary tumour | [Heitzer et al. ( |
| WES/WGS | CNA/mutations | Lung | 1) CTCs carry heterogeneous mutation patterns 2) CNAs are reproducible within CTCS and are selected to lead metastasis | [Ni et al. ( | |
| WES | Mutations | Prostate | 1) Feasibility of sequencing whole exome from single CTCs | [Lohr et al. ( | |
| WGS | CNA | Lung | 1) CNA profiles from single CTCs predict patient’s chemosensitivity | [Carter et al. ( | |
| Targeted NGS | Mutations | Breast | 1) Mutational heterogeneity in PIK3CA, TP53, ESR1, and KRAS genes between individual CTCs 2) cfDNA profiles provided an accurate reflection of mutations seen in individual CTCs | [Shaw et al. ( | |
| WES | Mutations | Lung | 1) CTCs isolated at early stage cancer carry mutation profiles more similar to the metastasis detected 10 months later 2) Potential of using CTCs to predict metastatic genetic lansdscape in early stage lung cancer | [Chemi et al. ( | |
| Targeted NGS | Mutations | Lung | 1) CTCs from ALK-rearranged patients resistant to crizotinib are heterogenous 2) Sequencing CTCs at the single-cell level enables to identify resistance mutations | [Pailler et al. ( | |
|
| RNA | Gene expression | Breast | 1) Mesenchymal cells are highly enriched in CTCs | [Yu et al. ( |
| RNA-Seq | Gene expression | Prostate | 1) CTCs from prostate cancer patients show heterogeneous gene expression patterns 2) Activation of noncanonical Wnt signaling in CTCs from patients progressing under treatment | [Miyamoto et al. ( | |
| RNA-Seq | Gene expression | Breast | 1) 17-gene digital signature of CTC–derived transcripts enable high-sensitivity early monitoring of response | [Kwan et al. ( | |
| Padlock probe technology | Gene expression | Prostate/Pancreas | 1) Quantification of AR-V7, AR-FL, PSA, and KRAS mut/wt transcripts in CTCs 2) Padlock probe technology compatible with multiple CTC-isolation devices | [El-Heliebi et al. ( | |
| Whole-genome microarray | Gene expression | Melanoma | 1) Melanoma CTCs at advanced disease stages contain heterogeneous cell pools bearing distinct characteristics associated with bone marrow 2) Transcriptional subtyping of melanoma CTCs provides key insights into the molecular mechanisms that regulate metastatic potency | [Vishnoi et al. ( | |
| RNA-Seq | Gene expression | Breast | 1) Neutrophils directly interact with CTCs to support cell cycle progression in circulation and to accelerate metastasis seeding | [Szczerba et al. ( | |
|
| Methylation-specific PCR | Gene specific methylation | Breast | 1) Breast cancer metastasis suppressor-1 (RSM1) promoter methylation was detected in a subset of CTCs 2) RSM1 promoter methylation status has biomarker potential in breast cancer | [Chimonidou et al. ( |
| Multiplex PCR on bisulfite treated DNA | Gene methylation | Breast/Prostate | 1) Hypermethylation at promoters of key EMT genes is not frequent in CTCs 2) Epigenetic heterogeneity among CTCs | [Pixberg et al. ( | |
| Whole genome bisulfite sequencing | Global methylation | Breast | 1) Hypomethylation of binding sites for stemness and proliferation associated transcription factors in CTC clusters 2) Na+/K+ ATPase inhibitors enable the dissociation of CTC clusters into single cells | [Gkountela et al. ( | |
| ATAC-Seq | Chromatin accessibility | Breast | 1) CTC lines established from breast cancer patients generate metastases in mice with similar pattern as seen in corresponding patients | [Klotz et al. ( | |
|
| Antibody barcode microarray | Intracellular proteins | Lung | 1)Eight intracellular proteins were measured in more than 80% of CTCs 2) This method is suitable for co-detection of glucose up-take, intracellular proteins, and mutations | [Zhang et al. ( |
| Single cell western blot | Multiple protein targets | Breast | 1)A protein panel comprising of specific targets for breast cancer can distinguish CTCs from WBCs | [Sinkala et al. ( | |
| Single cell mass cytometry | Multiple protein targets | Prostate | 1) Approach that enables multiplex proteomic profiling in addition to morphometric and genomic characterization of CTCs 2) Samples stored for several years can be revisited and analyzed de novo as new protein targets are identified | [Gerdtsson et al. ( |
This table summarises some of the key studies in the field molecular profiling of CTCs that have shaped our understanding of the potential of CTCs in the clinic as well as for dissecting the biology of cancer. WGS, whole genome sequencing; WES, Whole exome sequencing; CNA, Copy number analysis; NGS, Next-generation sequencing; RNA-Seq, RNA sequencing; PCR, polymerase chain reaction.
Figure 1Overview of the metastatic cascade. The metastatic process includes invasion, intravasation, circulation, extravasation and colonization. CTCs detaching from the primary tumor can travel alone or as clusters. Enumeration, molecular profiling and expansion of CTCs in non-metastatic tumors could provide a better understanding on the significance of CTC early dissemination. Figure created in BioRender.com.