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Updated: Jan 4, 2026

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Beyond tumor mutational burden: potential and limitations in using exosomes to predict response to immunotherapy
Jennifer Crow1, Glenson Samuel2, Andrew K Godwin1,3
1Department of Pathology and Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS, USA.
Abstract:
Introduction: Immune checkpoint blockade (ICB) has ushered in a new era of cancer therapeutics. The standard for determining which patients might benefit from ICB-based therapies is through the assessment of tumor mutational burden using formalin-fixed paraffin-embedded (FFPE) tumor tissue samples; however, this strategy is imperfect. The discovery of exosomal PD-L1 has placed these nano-vesicles to the forefront of immunotherapy biomarker development. Exosomes and other extracellular vesicles contain proteins and nucleic acids specific to their cell of origin and their production is increased in disease state such as cancer and can be isolated from most types of liquid biopsy. Given this opportunity, a large-scale bioengineering effort has centered on developing technologies capable of isolating distinct subsets of exosomes and interrogating their content for biomarker discovery.Areas covered: This review investigates the current state of small extracellular vesicles (sEVs), focusing on exosomes, as they relate to biomarkers of IBC. We will discuss technologies being developed to both capture and evaluate exosomal cargo and as some of the challenges they face.Expert opinion: The advancement of microfluidic technologies, along with rapidly evolving methodologies in RNAseq and proteomics, are making the potential of utilizing exosomes as prognostic and diagnostic biomarkers of ICB into a likely reality.
Insights
Exosomal PD-L1 offers a promising liquid biopsy approach for predicting response to immune checkpoint blockade (ICB) cancer therapies, overcoming limitations of traditional tissue-based biomarkers.
Area of Science:
- Oncology
- Immunotherapy
- Biomarker Discovery
Background:
- Immune checkpoint blockade (ICB) is a revolutionary cancer therapy.
- Current methods using tumor mutational burden from FFPE samples are imperfect for predicting ICB response.
- Exosomal PD-L1 is emerging as a key biomarker in immunotherapy.
Purpose of the Study:
- To review small extracellular vesicles (sEVs), particularly exosomes, as biomarkers for ICB.
- To discuss technologies for capturing and analyzing exosomal cargo.
- To highlight challenges in exosome-based biomarker development.
Main Methods:
- Review of current literature on exosome isolation and analysis technologies.
- Focus on microfluidics, RNAseq, and proteomics for exosomal cargo evaluation.
- Discussion of challenges in developing exosome-based diagnostic and prognostic tools.
Main Results:
- Exosomes can be isolated from liquid biopsies and contain cell-specific information.
- Exosomal PD-L1 shows potential as a biomarker for ICB therapy.
- Advancements in technology are enabling more sophisticated exosome analysis.
Conclusions:
- Exosomes represent a significant opportunity for developing novel biomarkers for ICB.
- Microfluidic and omics technologies are crucial for realizing the potential of exosomal biomarkers.
- Exosomes are likely to become vital prognostic and diagnostic tools for ICB therapies.
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