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Updated: Feb 5, 2026

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Integration of Next-generation Sequencing and Immune Checkpoint Inhibitors in Targeted Symptom Control and Palliative
Doron Feinsilber1, Marco Ruiz2, Sorin Buga3
1Hematology/Oncology, Medical College of Wisconsin/Froedert Cancer Center, Milwaukee, USA.
Abstract:
The molecular characterization of solid tumor malignancies with respect to tumorgenesis, risk stratification, and prognostication of chemotherapeutic side effects is multi-faceted. Characterizing these mechanisms requires a detailed understanding of cytogenetics and pharmacology. In addition to the standard palliative care interventions that address issues such as fatigue, neuropathy, performance status, depression, nutrition, cachexia, anxiety, and medical ethics, we must also delve into individual chemotherapy side effects. Comprehending these symptoms is more complex with the advent of broader targeted therapies. With the advent and initiation of Foundation Medicine (FMI) testing, we have been able to tailor regimens to the individual genetics of the patient. Next-generation sequencing (NGS) is a bioinformatic analysis used in order to create a targeted effort to understand the complex genetics of a vast array of malignancies. Through the process known as high-throughput sequencing we, as clinicians, can obtain more real-time genetic data and incorporate the information into our reasoning process. The process involves a broad manner in which deoxyribonucleic acid (DNA) sequence data is obtained including genome sequencing and resequencing, protein-DNA or proteinomics, chromatin immunoprecipitation (ChIP)-sequencing, ribonucleic acid (RNA) sequencing, and epigenomic analysis. High-throughput sequencing techniques including single molecule real-time sequencing, ion semiconductor sequencing, pyrose sequencing, sequencing by synthesis, sequencing by ligation, nanopore sequencing, and chain termination (otherwise known as Sanger sequencing) have expanded the realm of NGS and clinicians options.
Insights
Next-generation sequencing (NGS) advances solid tumor characterization by analyzing patient genetics. This enables personalized cancer treatments and better prediction of chemotherapy side effects.
Area of Science:
- Oncology
- Genetics
- Bioinformatics
Background:
- Molecular characterization of solid tumors is crucial for understanding tumorgenesis, risk stratification, and predicting chemotherapy side effects.
- Palliative care addresses symptoms like fatigue and neuropathy, but individual chemotherapy side effects require deeper genetic insights.
- The complexity of targeted therapies necessitates a move towards personalized medicine based on individual patient genetics.
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