TY - CHAP
T1 - Transcriptomic Analysis of CTCs
AU - Vishnoi, Monika
AU - Boral, Debasish
AU - Marchetti, Dario
N1 - Funding Information:
Acknowledgments This work was supported by grants from NIH (1 R01 CA160335 and 1 R01 CA216991) and from the Avon Foundation for Women (02-2016-020 and 02-2017-005) to D.M. We acknowledge the additional members of the Marchetti lab who have contributed over the years to the work presented.
Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.
PY - 2023
Y1 - 2023
N2 - Circulating tumor cells (CTCs), the “seeds” of fatal metastasis, intravasate into the bloodstream throughout the early stages of cancer, promoting the generation of micrometastatic reservoirs, some of which ultimately evolve to metastatic tumors. Though CTC enumeration has been invaluable in prognosticating metastatic cancer progression and response to treatment, therapeutic targeting of CTCs remains a future objective because signaling mechanisms of CTCs are largely unknown. In this chapter, we describe methods of CTC isolation, their cell surface antigenic and mutational signature validation, and CTCs’ comprehensive transcriptomic characterization. First, we highlight these concepts and unique CTC gene expression signatures by transcriptomic analyses, showing that CTCs harbor a significant proportion of mitotically inactive cells. Conversely, CTCs associated with breast cancer brain metastasis (BCBM) possess increased Notch signaling and immune-evasion pathways. Second, we generated an in vivo model of clinical metastatic dormancy by the systemic injection of CTC-enriched cell populations in immunodeficient mice (NSG), which revealed that mTOR signaling maintains dormancy in bone marrow-resident breast cancer cells (BMRTCs). Third, we developed a model of liver metastasis using sequential grafting of CTCs derived from triple-negative breast cancer patients and identified integrin signaling as a major pathway in liver metastasis. Lastly, by employing similar strategies in melanoma patient-derived CTCs and transcriptional profiling, we have reported that selective targeting of the USP7 pathway reduces micrometastatic burden in preclinical models. Collectively, these studies demonstrate the feasibility and reproducibility of undertaking CTC transcriptomic analyses. We foresee that the advent of single-cell sequencing/feature barcoding technologies will usher a new area and foster important discoveries in CTC transcriptomics to address unmet clinical needs.
AB - Circulating tumor cells (CTCs), the “seeds” of fatal metastasis, intravasate into the bloodstream throughout the early stages of cancer, promoting the generation of micrometastatic reservoirs, some of which ultimately evolve to metastatic tumors. Though CTC enumeration has been invaluable in prognosticating metastatic cancer progression and response to treatment, therapeutic targeting of CTCs remains a future objective because signaling mechanisms of CTCs are largely unknown. In this chapter, we describe methods of CTC isolation, their cell surface antigenic and mutational signature validation, and CTCs’ comprehensive transcriptomic characterization. First, we highlight these concepts and unique CTC gene expression signatures by transcriptomic analyses, showing that CTCs harbor a significant proportion of mitotically inactive cells. Conversely, CTCs associated with breast cancer brain metastasis (BCBM) possess increased Notch signaling and immune-evasion pathways. Second, we generated an in vivo model of clinical metastatic dormancy by the systemic injection of CTC-enriched cell populations in immunodeficient mice (NSG), which revealed that mTOR signaling maintains dormancy in bone marrow-resident breast cancer cells (BMRTCs). Third, we developed a model of liver metastasis using sequential grafting of CTCs derived from triple-negative breast cancer patients and identified integrin signaling as a major pathway in liver metastasis. Lastly, by employing similar strategies in melanoma patient-derived CTCs and transcriptional profiling, we have reported that selective targeting of the USP7 pathway reduces micrometastatic burden in preclinical models. Collectively, these studies demonstrate the feasibility and reproducibility of undertaking CTC transcriptomic analyses. We foresee that the advent of single-cell sequencing/feature barcoding technologies will usher a new area and foster important discoveries in CTC transcriptomics to address unmet clinical needs.
KW - Bone marrow-resident tumor cells (BMRTCs)
KW - Breast cancer brain metastasis (BCBM)
KW - CTC transcriptional profiling
KW - Circulating tumor cells (CTCs)
KW - Malignant melanoma
KW - Metastatic niches
KW - Transcriptomic analyses
KW - Tumor dormancy
KW - USP7
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U2 - 10.1007/978-3-031-22903-9_11
DO - 10.1007/978-3-031-22903-9_11
M3 - Chapter
AN - SCOPUS:85169149773
T3 - Current Cancer Research
SP - 277
EP - 299
BT - Current Cancer Research
PB - Springer Nature
ER -