What is cancer metastasis?

  • Cancer cells spread from the primary tumor site to form new tumors in distant organs or tissues.
  • It is not random: cancer cells often spread to specific organs (e.g breast cancer commonly spreads to bone, brain, lung, liver) — called organotropism
  • Cancer cells after metastasis are still the same tyoe. (e.g breast cancer cells in the brain are not brain cancer)
  • Metastasis is responsible for the vast majority of deaths (>90%)

Key steps in metastasis

  • Local invasion
    • EMT
    • Breakdown of basement membrane
  • Intravasation
    • Entry into blood or lymph vessels
    • Role of tumor-associated macrophages (TAMs)
  • Circulation (CTCs)
    • Circulating tumor cells face immune attack and shear stress
    • Often travel in clusters
  • Extravasation
  • Colonization

How to detect metastassi

  • Usually through image such as CT scan, MRI, etc.
  • Very expensive and a lot of effort to send a patient through image scans.

Detect Circulating Tumor Cells (CTCs)

  • Idea of the existence of CTCs was proposed a long time ago
  • 1990s-2000s: CTC detection re-emerged, especially with the development of enrichment and detection platforms using nanotechnology.
  • In 2004, the CellSearch system (Veridex) became the first FDA-cleared teset for enumerating CTCs in metastatic breast, prostate, and colorectal cancers.

What is inside blood?

  • Red blood cells (RBCs) are by far the most numerous (~4.5-6 million per mL).
    • Has no nucleus
  • White blood cells (WBCs) are far fewer (~4,000-11,000 per mL).
    • Has nucleus, diverse types, larger than RBC
  • Platelets are intermediate (~150,000-450,000 per mL).
    • No nucleus, cell fragments
  • CTCs (if present in cancer patients) occur at <10 cells per mL of blood - extremely rare).
    • Has nucleus, cell origins, often epithelial, larger than RBC

CellSearch

  • In 2004, the CellSearch system (Veridex) became the first FDA-cleared test for enumerating CTCs in metastatic breast, prostate, and colorectal cacners.
  • It is the first and only clinically validated, FDA-cleared blood test for enumerating circulating tumor cells.
  • As of late 2016, when Menarini Silicon Biosystems acquired the CellSearch CTC business from Janssen Diagnostics (previously Veridex), it was reported that approximately 300 laboratories worldwide were actively using CellSearch.

How does enumerating the number of CTCs help?

  • Enrolled 177 mBC patients.
  • Kaplan-Meyer plot for overall survival for enrolled patients./
    • Patients with <5 CTCs overall survival is 21.9 months.
    • Patients with >5 CTCs have an overall survival of 10.9 months.
  • Number of CTCs impact the overall survival

Kaplan-Meier plot

  • A statistiacl method to estimate the probability of an event occurring at different points in time
  • Frequently used for clinical trials to observe treatments effectiveness
  • Survival curve is generated (non-parametric) by observing “events (i.e deaths) at time intervals
  • Tou need to follow up patients and know their survival time

Liquid biopsy

  • A liquid biopsy is a test done on a sample of blood (or sometimes other fluids like uring or cerebrospinal fluid) to detech diseases (for example cancer metastasis)
  • CellSearch system is one kind of liquid biopsy technology
  • There are other technology platforms developed

Why Liquid Biopsy in Metastasis?

  • Metastatic tumors are often hard to reach
  • Metastatic burden is dynamic, and liquid biopsy allows repeated sampling over time.
  • It provides a non-invasive snapshot of the tumor evolution, heterogeneity, and treatment resistance.

What can Liquid Biopsy Detect?

  • CTCs
  • ctDNA
  • cfRNA
  • Exosomes / EVS
  • Tumor-Educated Platelets

Parsotix versus CellSearch

  • CellSearch capture CTCs via anti-EpCAM. This is a major limitation. Some cancer types do not have EpCAM expression.
  • Parsortix use microfluidic and cell deformability.
    • Tumor cells are larver and less deformable than blood cells

ctDNA

  • Circulating tumor DNA: fragments from DNA released by tumor into blookd stream
  • The company focused on developing detection of ctDNA Guardant Health
  • Guardant Health was co-founded by Helmy Eltoukhy and AmirAli Talasaz during 2012-2013; both got Ph.D from Stanford

Future of Liquid Biopsy

  • Transforming cancer detection and monitoring
  • From late detection to early detection
  • Real-time monitoring of tumor evolution
  • Non-invasive and broadly accessible
  • Integration with Big Data: Enabling precision Medicine

Kaplan-Meier Plots Created in Jupyter Notebook

Screenshot 2025-08-03 at 3 13 13 PM Screenshot 2025-08-03 at 3 13 02 PM


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