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Providing researchers single cell sequencing with unprecedented scale and ease

About Parse

Decoding Cancer with scRNA-seq

This guide explores how scRNA-seq decodes tumor origins, maps cancer heterogeneity and metastasis, tracks clonal evolution, and uncovers resistance mechanisms to advance precision oncology strategies.

Part 1

Exploring the
Origins of Tumors

Cancer begins with subtle, single cell changes that disrupt normal growth. By profiling millions of individual cells, scRNA-seq reveals how genetic and epigenetic mutations reshape cell fate and fuel tumor evolution.

Part 2

Dynamics of Tumor Growth and Metastasis

Cancer is not a single disease but an evolving ecosystem of diverse cells interacting with their surroundings. scRNA-seq maps how tumor cells communicate with and remodel their microenvironment, acquiring traits that promote growth and spread

Part 3

Designing the Strategy to Defeat Cancer

Tumor diversity and drug resistance hinder precision medicine. scRNA-seq reveals how single cancer cells respond to treatment, uncovering hidden resistant subsets, and mapping the pathways that drive therapy response or failure.


Resolving early tumor-initiating events at single cell resolution

Tumorigenesis starts with the acquisition of a mutation within a single cell.

It is a gradual, multifactorial process driven by genetic, epigenetic, and chromosomal changes that over time disrupt the transcriptional and regulatory mechanisms, granting the cell a selective growth advantage to persist and expand. These accumulations gradually drive the transition from homeostasis to malignancy.

While different models try to explain the complexities identified (14) in the dynamics of cancer cells, what gives a cell its tumorigenic identity is a sequence of disruptions to key biological systems, particularly those regulating cell growth, division, differentiation, and apoptosis.

Single-cell RNA sequencing (scRNA-seq) has transformed cancer research by enabling individual cell resolution of transcriptional states, lineage relationships, and pathway activities. It provides a unique lens into how cancers originate, evolve, and resist treatment—unlocking questions that bulk approaches cannot resolve. Below, we outline key research applications of scRNA-seq in tumor biology.

English