NYSCF
NEWSupdate VOLUME 14 ISSUE 1: 2021
The New York Stem Cell Foundation Research Institute
Uncovering the Secrets of Disease with Artificial Intelligence Diseases affect people differently, and drugs affect people differently. This is why we need precision medicine: the ability to deliver treatments that address each patient’s unique disease experience. But how do we tease apart what makes each patient distinct and create better therapies? One answer lies with artificial intelligence (AI). AI enables scientists to uncover hidden features of diseases, improve the way disease research is conducted, and develop personalized treatment plans.
Fibroblasts (cells that provide a structural framework for our tissues) stained to highlight different structures, made at the NYSCF Research Institute*
Identifying New Features of Disease Parkinson’s disease (PD) drugs have not fared well in clinical trials, suggesting that there is more to the disease than we currently understand. NYSCF scientists are using advanced imaging combined with AI analysis to unlock insights into what might drive the disease. “At NYSCF, we are using AI to study images of cells from PD patients at a whole new level, and have identified disease features invisible to the human eye,” said Bianca Migliori, PhD, NYSCF Senior Staff Data Scientist. “This work holds promise to accelerate drug development and precision medicine for this devastating disease.”
“At NYSCF, we are using AI to study images of cells from Parkinson's Disease patients at a whole new level, and have identified disease features invisible to the human eye.”
Accelerating Stem Cell Research AI is also improving how NYSCF scientists make stem cells. Without it, scientists have to manually examine dishes of cells to make sure they are developing properly. Now, thanks to a partnership with the Two Sigma Data Clinic – the pro bono data science and tech- for-good arm of Two Sigma – as well as a new AIdriven platform called Monoqlo developed by NYSCF scientists, robots can chip in to analyze images of growing cells and determine if they are ready to move on to the next stage of the process. This restores some of researchers’ most valuable asset: their time.
“Contributing to the NYSCF Global Stem Cell Array was a perfect project for Two Sigma’s Data Clinic as it combined both data science and programming, and it held promise to speed our understanding of disease and ultimately its treatment,” said Alfred Spector, Two Sigma’s CTO when the project began and now a Senior Scientific Advisor at NYSCF.
®
Tackling Mental Health Diagnosis NYSCF Innovators are also using AI to augment their research in novel and transformative ways. With his AI-driven platform Storyline, NYSCF – Robertson Neuroscience Investigator Alumnus Chris Gregg, PhD (University of Utah), aims to revolutionize the way we study and treat mental health disorders. Storyline participants record video responses to questions typically asked in a doctor’s office (i.e. “What is your biggest concern today?”) and submit them to a smartphone app. “We can analyze over 20,000 different features such as blood flow patterns, facial microexpressions, and word choice,” explained Dr. Gregg. “We hope to then use that information to determine the best care pathway for each person.”
Dopaminergic neurons derived from a Parkinson's disease patient at the NYSCF Research Institute*
All of this is just the beginning for AI in disease research, and we look forward to building on these exciting projects to accelerate personalized treatments for patients everywhere.
In this issue Meet Kay Unger Kay shares her vision for STEM page 3
2021 NYSCF – Druckenmiller Fellows Understanding eye disease, bone disease, and wound healing page 5
Can COVID-19 Cause Diabetes? New research suggests yes page 6
Contact us at info@nyscf.org or 212.787.4111
Inside the Aging Brain A window into Alzheimer’s page 7
WWW.NYSCF.ORG