Tool Would Use Tumor Gene Expression to Inform Radiation Dose

In a retrospective analysis, a team found that an algorithm integrating the gene expression of a tumor with the radiation dose a patient received predicted how well the patient responded to the treatment.

Written byAlejandra Manjarrez, PhD
| 4 min read
description/caption: A medical linear accelerator used to deliver radiation therapy

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Radiation is one of the most common treatments for cancer. How patients are dosed depends largely on cancer type, location, and stage, but this decision is mostly based on population studies, even though patients with similar types of cancer often respond differently to the same amount of radiation. Among the multiple efforts to face that challenge, a research team has developed a model—based on the gene expression of a tumor—that predicts the biological effect of a given radiation dose, with the aim of optimizing treatment doses in each patient.

In a study published August 4 in The Lancet Oncology, the team tested whether their model, known as genomic-adjusted radiation dose (GARD), predicted clinical outcome following radiation treatment in cohorts already reported in literature. They found that GARD scores, which aim to forecast tumor responsiveness to treatment, were associated with time to first recurrence and overall ...

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Meet the Author

  • alejandra manjarrez

    Alejandra Manjarrez is a freelance science journalist who contributes to The Scientist. She has a PhD in systems biology from ETH Zurich and a master’s in molecular biology from Utrecht University. After years studying bacteria in a lab, she now spends most of her days reading, writing, and hunting science stories, either while traveling or visiting random libraries around the world. Her work has also appeared in Hakai, The Atlantic, and Lab Times.

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