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Updated: May 19, 2026

Using RNA-sequencing to Detect Novel Splice Variants Related to Drug Resistance in In Vitro Cancer Models
Published on: December 9, 2016
Genome sequencing identifies a basis for everolimus sensitivity
Gopa Iyer1, Aphrothiti J Hanrahan, Matthew I Milowsky
1Human Oncology and Pathogenesis Program, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA.
Abstract:
Cancer drugs often induce dramatic responses in a small minority of patients. We used whole-genome sequencing to investigate the genetic basis of a durable remission of metastatic bladder cancer in a patient treated with everolimus, a drug that inhibits the mTOR (mammalian target of rapamycin) signaling pathway. Among the somatic mutations was a loss-of-function mutation in TSC1 (tuberous sclerosis complex 1), a regulator of mTOR pathway activation. Targeted sequencing revealed TSC1 mutations in about 8% of 109 additional bladder cancers examined, and TSC1 mutation correlated with everolimus sensitivity. These results demonstrate the feasibility of using whole-genome sequencing in the clinical setting to identify previously occult biomarkers of drug sensitivity that can aid in the identification of patients most likely to respond to targeted anticancer drugs.
Insights
Whole-genome sequencing identified a TSC1 (tuberous sclerosis complex 1) mutation linked to bladder cancer remission with everolimus. This discovery highlights the potential of genetic biomarkers for predicting patient response to targeted cancer therapies.
Area of Science:
- Oncology
- Genetics
- Pharmacogenomics
Background:
- Cancer drugs can yield significant responses in a small patient subset.
- Identifying the genetic underpinnings of drug sensitivity is crucial for personalized medicine.
Purpose of the Study:
- To investigate the genetic basis for a durable remission in metastatic bladder cancer.
- To explore the utility of whole-genome sequencing in identifying biomarkers for targeted cancer drug sensitivity.
Main Methods:
- Whole-genome sequencing was performed on a patient with metastatic bladder cancer achieving remission with everolimus.
- Targeted sequencing was used to analyze TSC1 (tuberous sclerosis complex 1) mutations in additional bladder cancer samples.
Main Results:
- A loss-of-function mutation in TSC1, a regulator of the mTOR pathway, was identified in the patient.
- TSC1 mutations were found in approximately 8% of 109 bladder cancer patients and correlated with everolimus sensitivity.
Conclusions:
- Whole-genome sequencing can identify previously unrecognized biomarkers for drug sensitivity in a clinical setting.
- TSC1 mutations may serve as a predictive biomarker for everolimus response in bladder cancer patients.
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