Related Experiment Video
Updated: Jan 25, 2026

Flow-sorting and Exome Sequencing of the Reed-Sternberg Cells of Classical Hodgkin Lymphoma
Published on: June 10, 2017
Somatic mutations render human exome and pathogen DNA more similar
Ehsan Ebrahimzadeh1, Maggie Engler2, David Tse2
1Department of Electrical Engineering, UCLA, Los Angeles, California, United States of America.
Abstract:
Immunotherapy has recently shown important clinical successes in a substantial number of oncology indications. Additionally, the tumor somatic mutation load has been shown to associate with response to these therapeutic agents, and specific mutational signatures are hypothesized to improve this association, including signatures related to pathogen insults. We sought to study in silico the validity of these observations and how they relate to each other. We first addressed the question whether somatic mutations typically involved in cancer may increase, in a statistically meaningful manner, the similarity between common pathogens and the human exome. Our study shows that common mutagenic processes like those resulting from exposure to ultraviolet light (in melanoma) or smoking (in lung cancer) increase, in the upper range of biologically plausible frequencies, the similarity between cancer exomes and pathogen DNA at a scale of 12 to 16 nucleotide sequences (corresponding to peptides of 4 - 5 amino acids). Second, we investigated whether this increased similarity is due to the specific mutation distribution of the considered mutagenic processes or whether uniformly random mutations at equal rate would trigger the same effect. Our results show that, depending on the combination of pathogen and mutagenic process, these effects need not be distinguishable. Third, we studied the impact of mutation rate and showed that increasing mutation rate generally results in an increased similarity between the cancer exome and pathogen DNA, again at a scale of 4 - 5 amino acids. Finally, we investigated whether the considered mutational processes result in amino-acid changes with functional relevance that are more likely to be immunogenic. We showed that functional tolerance to mutagenic processes across species generally suggests more resilience to mutagenic processes that are due to exposure to elements of nature than to mutagenic processes that are due to exposure to cancer-causing artificial substances. These results support the idea that recognition of pathogen sequences as well as differential functional tolerance to mutagenic processes may play an important role in the immune recognition process involved in tumor infiltration by lymphocytes.
Insights
Cancer mutations, particularly from UV light or smoking, can mimic pathogen DNA, potentially enhancing immunotherapy response. Higher mutation rates increase this similarity, suggesting a role for pathogen recognition in anti-tumor immunity.
Area of Science:
- Oncology
- Immunology
- Genetics
Background:
- Immunotherapy shows promise in cancer treatment.
- Tumor mutation load correlates with immunotherapy response.
- Pathogen-associated mutational signatures may improve response prediction.
Purpose of the Study:
- To investigate the in silico relationship between cancer mutations, pathogen similarity, and immunogenicity.
- To determine if mutagenic processes increase cancer exome similarity to pathogen DNA.
- To explore the impact of mutation rate and type on immune recognition.
Main Methods:
- In silico analysis of cancer exome data.
- Comparison of somatic mutations from UV and smoking with pathogen DNA.
- Assessment of mutation rate and distribution effects on sequence similarity.
- Evaluation of functional tolerance to mutagenic processes.
Main Results:
- Mutagenic processes (UV, smoking) increase cancer exome similarity to pathogen DNA (4-5 amino acid peptides).
- Increased similarity can occur with specific mutation distributions or random mutations.
- Higher mutation rates generally enhance cancer exome-pathogen DNA similarity.
- Functional tolerance varies between natural and artificial mutagenic processes.
Conclusions:
- Somatic mutations can create pathogen-like sequences in cancer exomes.
- Mutation rate and type influence the degree of similarity to pathogen DNA.
- These findings support the role of pathogen sequence recognition and differential tolerance in anti-tumor immune responses.
More Related Videos
Related Concept Videos
Cancers Originate from Somatic Mutations in a Single Cell
Mutations
Mutations
Chromosomal Alterations Are Large-Scale Mutations
While point mutations are changes in a single nucleotide in...
Viral Mutations
Mutation, Gene Flow, and Genetic Drift
Somatic Spinal Reflexes
One of the most well-known somatic spinal reflexes is the stretch reflex, which is activated by the sudden stretching of a muscle. This reflex involves the activation of specialized sensory receptors called muscle spindles, which are located in the muscle tissue and detect changes in the length and speed of muscle contractions. When a muscle is suddenly...

