Single patient classifier can effectively enables physicians to assign a bladder cancer subtype to an individual patient's cancer.
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‘Physicians can make use of single-patient classifier to identify various cancer subtypes. They can then select the individualized treatment for patients for the particular subtype.’
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"We were able to show that mutation signatures, molecular subtypes, load of new cancer-associated molecules and known clinical and pathological factors have a very clear influence on overall patient survival," Lerner said. "But, how can we apply this knowledge into clinical practice?" Read More..
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"In this study published in European Urology in 2019, we report the development of a computational tool - a single-patient classifier - that effectively enables physicians to assign a bladder cancer subtype to an individual patient's cancer using that patient's genomic data," said first author Dr. Jaegil Kim, who was at the Broad Institute at the time he was working on this project and currently is a senior principal scientist in TESARO, an oncology-focused company.
The researchers also applied their single-patient classifier to the data produced by the IMvigor 210 clinical trials that treated nearly 400 patients with locally advanced or metastatic bladder cancer with atezolizumab, a type of immunotherapy drug, and reported objective response and overall survival. This enabled the researchers to connect response to treatment with a particular bladder cancer subtype.
"One of the most exciting findings is that the aggressive neuronal expression subtype we had identified in 2017 as having poor survival and less favorable outcome responds very well to atezolizumab treatment and patients have a much better outcome," Kim said.
"Of the 11 patients we identified as having a neuronal subtype, all of those evaluable for objective response responded to the treatment (two complete response, six partial response), or 72 percent overall. This translated to a very high survival probability which is unprecedented in advanced bladder cancer," Lerner said. "Although this is a small group of patients, it is very exciting to see that our basic research can be directly translated to the clinical setting allowing us to determine which subtype of bladder cancer has a better chance to respond well to a specific treatment.
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"Bladder cancer causes an estimated 160,000 deaths worldwide per year and we are behind other cancer fields in terms of the clinical applications of its molecular data and biology," Lerner said. "However, we can begin to see how we can use this information in the future to provide the best treatment for each patient."
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Source-Eurekalert