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Updated: May 5, 2026

Monitoring the Cancer-Immunity Cycle and Exploring Tumor Microenvironment Dynamics
Published on: June 7, 2024
Immune system functional pathway analysis using single cell network profiling (SCNP): a novel tool in cancer
Alessandra Cesano1, David Spellmeyer
1Nodality, Inc., South San Francisco, CA, USA.
Abstract:
The development of cancer immunotherapies has been ongoing for many years and has shown limited success. Novel biomarkers are needed to identify patients most likely to respond to anticancer immune-therapeutic approaches. Moreover, a systems-level approach is required for comprehensive understanding of the interconnected components, pathways, and cell types associated with an immune response. In this chapter, we describe single cell network profiling (SCNP), a novel method for assessing and measuring immune function/dysfunction at a systems level. SCNP is a multiparametric flow-cytometry-based analysis that can simultaneously measure, at the single cell level, both extracellular surface markers and changes in intracellular signaling proteins in response to extracellular modulators. Measuring changes in signaling proteins following the application of an external modulation informs on the functional capacity of the signaling network which cannot be assessed by the measurement of basal signaling alone. In addition, the simultaneous analysis of multiple pathways in multiple cell subsets can provide insight into the connectivity of both cell signaling networks and immune cell subtypes. The experimental steps associated with an SCNP assay are (1) pre-analytical sample preparation; (2) modulation for functional analysis; (3) staining with antibody cocktail; (4) data acquisition on flow cytometer; and (5) data analysis and metrics. Important considerations for each step of the assay will be discussed, and data demonstrating the utility of SCNP for immune monitoring applications will be summarized.
Insights
Novel biomarkers are crucial for cancer immunotherapy response. Single cell network profiling (SCNP) measures immune cell function, providing a systems-level view to identify responsive patients.
Area of Science:
- Immunology
- Biomarker Discovery
- Cancer Research
Background:
- Cancer immunotherapies have limited success, necessitating new biomarkers.
- A systems-level approach is needed to understand complex immune responses.
- Identifying patients likely to respond to immunotherapy remains a challenge.
Purpose of the Study:
- To introduce Single Cell Network Profiling (SCNP) as a novel method for immune function assessment.
- To detail the SCNP assay for measuring immune response at a systems level.
- To demonstrate the utility of SCNP for immune monitoring in cancer therapy.
Main Methods:
- SCNP is a multiparametric flow cytometry assay.
- It simultaneously measures extracellular markers and intracellular signaling proteins.
- Functional capacity is assessed by measuring signaling changes after external modulation.
Main Results:
- SCNP provides a systems-level assessment of immune function and dysfunction.
- Simultaneous analysis reveals connectivity within cell signaling networks and immune cell subtypes.
- The assay involves pre-analytical preparation, modulation, staining, data acquisition, and analysis.
Conclusions:
- SCNP offers a comprehensive method for immune monitoring.
- This approach can identify patients likely to benefit from cancer immunotherapies.
- Understanding immune network connectivity is key for therapeutic advancements.

