Five scientists audit what AI can and can't do for GPCR drug discovery — from orphan receptors and biased Recorded at the 3rd EARNEST meeting. << Back to podcast list Strategic Partner(s) EARNEST Panel: Can gathered virtually at the 3rd EARNEST meeting to debate a question that has only grown more urgent: can , and drug-discovery veterans — drew on their combined experience to separate what machine learning can Random-forest classifiers trained on known peptide ligands can find new orphan-receptor pairings.

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Here, you can make changes to your content, add new fields, create dynamic pages and more. You can create as many collections as you need. You can also collect and store information from your site visitors using input elements like custom forms Be sure to click Sync after making changes in a collection, so visitors can see your newest content on

Here, you can make changes to your content, add new fields, create dynamic pages and more. You can create as many collections as you need. You can also collect and store information from your site visitors using input elements like custom forms Be sure to click Sync after making changes in a collection, so visitors can see your newest content on

Tore Bengtsson on β₂-adrenergic receptor signaling, muscle metabolism, and how GPCR pharmacology can Bengtsson , professor of physiology at Stockholm University, explores how β-adrenergic receptor signaling can Activation of a receptor can generate multiple signaling pathways, and different ligands can bias signaling Absence of a Signal Can Be a Discovery One of Dr. Different ligands can bias signaling toward different pathways.

Visibility changes what pharmacology can ask Fluorescent ligands do more than confirm receptor binding "Just because you can see them. They're really useful because you can see them - you can use them to visualize the process you're interested what the expression of the other receptor is - the one you're interested in - because otherwise you can You can feel the shivering behind your spine. You would just like to run around screaming."

Crauwels exploring computational protein design, hybrid GPCR constructs, and how computational pipelines can Listeners gain insight into how computational protein design can accelerate receptor signaling research This strategy can reveal signaling pathways or structural features of orphan GPCRs that cannot easily Computational scientists can easily become isolated. But I would be very happy if I can continue working on GPCRs in some way.

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belong to a class of GPCRs where the pharmacology extends well beyond what equilibrium binding data can A readout that captures a downstream marker, a surrogate signal, or a population average can yield clean Industry can screen tens of millions of compounds in the time it takes to write a grant. Because you can get this data and you interpret it one way, but if you don't know the nuances, the very your assay - you don't actually know what the specificity of the thing you're measuring is - then you can

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But when timelines shift, expectations blur, or feedback loops break down, even the best work can lose that support partner decisions • Translate discovery data into clear, actionable formats biotech teams can You'll leave with clarity—even if we don't end up working together. 03 Can you help on an ongoing basis Power My Discovery Send me a message First name* Last name Company name* Email* How Can I Help?

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mGlu2 can suppress drug seeking across four addictive substances - but its clinical results have never The limits of brain slice electrophysiology - and why optogenetics redefines the questions the field can Alcohol Disrupts mGlu2 - But a PAM Can Restore It Johnson's lab demonstrated that adolescent alcohol striatum in a way that might seem to close off therapeutic targeting - if the receptor is impaired, can Modulomics: Naming the Question Changes What You Can Ask Johnson's postdoc mentor Dave Lovinger coined

This raises one of the most consequential questions in current GPCR pharmacology: can biased signaling Roth is direct about this: with sufficient medicinal chemistry resources and modern assays, you can make The bet is that biased ligands at the serotonin 2A receptor can separate the two. The "you'll never make it" verdict can be wrong, repeatedly. BRET captures the initial event; second messengers can mislead you.

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And can selectivity for one receptor subtype be engineered without redesigning the ligand from scratch conversation, he describes how attaching a moderately active peptide to a receptor-targeted nanobody can His work has demonstrated that nanobody-ligand conjugates can rescue pharmacologically weak peptides, The implication generalizes: wherever a selective nanobody exists for a GPCR target, it can be used to "Anything you can contribute to that end is hopefully going to provide a step forward in understanding

Nivedha describes how allosteric signaling within receptors can be quantified at atomic resolution. Together, these perspectives illustrate how simulations can move beyond visualization to become quantitative Nivedha describes how communication pathways inside GPCR structures can be mapped using molecular dynamics counting signaling routes connecting ligand-binding sites to intracellular interfaces, simulations can Subtype Selectivity Emerges from Subtle Structural Differences Even closely related receptor subtypes can

Can models predict drug outcomes? His team focuses on understanding how ligands modulate receptor function and how those insights can drive Jens is passionate about prediction over explanation: building models that can guide experiments, not

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ligands interact with receptors such as the μ-opioid and κ-opioid receptors, and how structural insights can Structural snapshots of receptor-ligand complexes can validate docking predictions and guide medicinal Maybe we can start by you introducing yourself to the audience. Dr. When it comes to how I got involved in GPCRs, I guess I can start from when I was a kid. The worst thing you can do in science is nothing.

Potency: What Ligand-Dependent Signaling Reveals About Drug Candidates G protein-coupled receptors can is a consequence of ligand-dependent receptor conformations and allosteric probe dependence, and it can shows how to detect and quantify it using reliable functional assays, and discusses how these data can

View Product pHSense Eu SNAP Labeling Reagent Can be used to label receptors and membrane proteins carrying monitoring GPCR and antibody internalization in unmodified cells The Fab Anti-Human IgG Eu-conjugate can Proprietary no-wash technologies help reduce hands-on time while maintaining exceptional data quality—so you can high-throughput screening Difficulty detecting endogenous receptor activity With pHSense™, scientists can Learn why play, serendipity, and partnerships fuel innovation—and how this mindset can transform your

Ottawa as a Postdoctoral Fellow to explore novel G protein-coupled receptor (GPCR) candidates that can been also studying what aspects of GPCR signaling are regulated in a sex-selective manner and how this can

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