Notable Labs

Notable Labs is building a personalized drug discovery platform to identify treatment options for relapsed and refractory cancer patients : starting with blood cancer : to address the long tail of cancer treatment. We look at a person’s actual cancer cells, test combinations of FDA approved drugs, and see which combinations kill the cancer cells and leave the healthy cells alive. We focus on combinations because cancer is often difficult to target with just one drug and starting with a single drug can lead to resistant clones or relapse. We're building a highly automated lab in Foster City running on our custom software and are currently testing relapsed/refractory cancer patients as well as samples from a variety of pharma/biotech partnerships.

https://www.notablelabs.com/careers

High-Level Overview

Notable Labs is a personalized drug discovery company focused on identifying effective treatment options for relapsed and refractory blood cancer patients. Their platform tests a patient’s actual cancer cells against hundreds of FDA-approved drug combinations using high-throughput automation and AI-driven analysis to find therapies that kill cancer cells while sparing healthy ones. This approach addresses the complexity of cancer treatment by emphasizing drug combinations to overcome resistance and relapse, offering a tailored, data-driven alternative to one-size-fits-all therapies. Notable Labs serves patients, clinicians, and pharmaceutical partners, accelerating drug development and improving treatment precision in hematological cancers[1][3][6].

Origin Story

Founded in 2014 in Foster City, California, Notable Labs was co-founded by CEO Matthew De Silva, whose personal experience with his father’s brain cancer inspired the company’s mission to improve cancer treatment options. Initially focused on brain cancer, the company pivoted to blood cancers, leveraging collaborations with leading academic institutions such as Stanford University and Washington University. Early pivotal moments include successful validation studies demonstrating high predictive precision (up to 97%) in pediatric leukemia and other blood cancers, and partnerships that integrate genomic sequencing with functional drug response testing to guide personalized therapy[3][4][5].

Core Differentiators

• Personalized Functional Precision Medicine: Uses live patient cancer cells tested ex vivo against hundreds of drug combinations, rather than relying solely on genetic markers or single-drug therapies[1][3][6].
• AI and Automation: Combines machine learning, high-throughput flow cytometry, and custom software to rapidly analyze drug efficacy and predict patient responses with high accuracy, reducing time and cost of treatment selection[3][7].
• Focus on Drug Combinations: Targets the complexity of cancer resistance by identifying synergistic drug pairs, improving durability of response compared to monotherapies[1][6].
• Collaborative Ecosystem: Works closely with academic medical centers, pharmaceutical companies, and biotech firms to support drug development, patient stratification, and clinical trial matching[2][5].
• Scalable Platform: Agile automation and software enable testing thousands of samples annually, adaptable to various hematological cancers and potentially solid tumors[3][7].

Role in the Broader Tech Landscape

Notable Labs rides the growing trend of precision oncology and functional precision medicine, which shifts cancer treatment from broad genetic profiling to direct measurement of drug response in patient cells. The timing is critical as cancer treatment increasingly demands personalized approaches to overcome drug resistance and improve outcomes. Market forces such as rising demand for tailored therapies, advances in AI, and the need to reduce costly clinical trial failures favor Notable’s platform. By integrating AI-driven functional testing with clinical data, Notable Labs influences the ecosystem by enabling faster, more cost-effective drug development and more precise patient care, potentially transforming hematological cancer treatment paradigms[3][7][8].

Quick Take & Future Outlook

Notable Labs is poised to expand its global infrastructure and broaden its platform’s application beyond blood cancers, leveraging its validated AI-driven approach to accelerate drug development and improve patient outcomes. Future trends shaping its journey include increasing adoption of AI in healthcare, growing emphasis on combination therapies, and the integration of multi-omic data with functional assays. As personalized medicine becomes standard, Notable’s influence is likely to grow, driving more efficient clinical trials and enabling clinicians to tailor treatments with unprecedented precision. Their work exemplifies the shift toward patient-centric oncology, promising to reduce ineffective treatments and improve survival rates for cancer patients worldwide[5][7].