Chorba Lab

Our lab is working at the interface of chemistry, biology, and clinical care to identify new therapeutic targets and develop new therapies against cardiometabolic disease.


Research Projects

1. Chemical probes and therapies

PCSK9 Project Schematic

PCSK9 chaperones the low-density lipoprotein receptor (LDLR) to the lysosome for degradation, thereby raising circulating LDL (i.e. “bad” cholesterol) and accelerating atherosclerosis and heart disease. Despite its validation as a drug target, PCSK9 has proven difficult to drug with small molecules, at least in part because of its single-turnover protease activity. We have solved this problem by amplifying protease readout in cell-based assays and have used our solution to find novel molecular scaffolds that inhibit PCSK9 function and increase LDL receptors in hepatic cells. These results mimic the functional outputs of the most highly successful clinical therapies against heart disease. We aim to develop these compounds as both precursors to new cholesterol-lowering therapies and as chemical probes to further elucidate PCSK9’s role in both normal cell biology and disease.


2. New therapeutic targets

CSDE1 Project Schematic

The LDL receptor clears atherogenic LDL particles from the bloodstream and plays a major role in cholesterol and membrane homeostasis. Through a genome-wide CRISPR interference screen, we identified novel regulators of the LDL receptor as potential therapeutic targets for cholesterol lowering. We have shown that CSDE1 is an RNA-binding protein that mediates LDLR mRNA decay in liver cells and validated both its effects and a proof-of-concept for therapeutic targeting in vivo. We aim to understand the mechanistic details of this new player in LDL receptor regulation and prosecute it as a therapeutic target.


3. New methods for drug discovery

Translation Stalling Project Schematic

A fundamental challenge in drug discovery is that any given therapeutic target requires its own customized strategy. The discovery of a recent compound that binds the human ribosome and inhibits translation in a sequence specific manner offers the potential to “drug” protein targets without the need for a traditional active site or even a binding pocket. We aim to explore the specificity, efficacy, and generalizability of this class of compounds as both research tools and a new paradigm for drug discovery.


4. New diagnostics for human disease

Cardiac Auscultation AI Project Schematic

The stethoscope is an iconic part of medical care, but while nearly all medical professionals can capture heart sounds, even experienced clinicians struggle with their interpretation. In partnership with industry colleagues, we aim to use deep learning approaches to identify heart sound signatures in particular disease states. This has the potential to offload the burden of heart sound interpretation for the clinician with real-time feedback. We have already shown that murmur detection algorithms have excellent test characteristics for excluding severe types of valvular disease. We are interested in extending our findings to other cardiac conditions and discovering whether this “agnostic” strategy can teach us more about cardiac pathophysiology.


Publications

Selected publications from the Chorba Laboratory highlight ongoing work in cholesterol biology, translational therapeutics, and AI-enabled cardiovascular diagnostics.

Science Translational Medicine | September 2022
Cold shock domain-containing protein E1 is a posttranscriptional regulator of the LDL receptor

This study identified CSDE1 as a novel posttranscriptional regulator of the LDL receptor, advancing a translational strategy for cholesterol lowering and reinforcing the laboratory’s focus on LDLR biology.

PubMed

Journal of the American Heart Association | May 2021
Deep learning algorithm for automated cardiac murmur detection via a digital stethoscope platform

This work demonstrated the potential of deep learning and digital stethoscope data to support automated cardiac murmur detection, reflecting the lab’s interest in new diagnostics for cardiovascular disease.

PubMed

A full list of publications from the Chorba Laboratory is available on PubMed.

View on PubMed


People

Principal Investigator

John S. Chorba, MD, PhD

John S. Chorba, MD

Associate Professor, Medicine