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Cambridge Healthtech Institute’s 2nd Annual

Lead Generation Strategies

Small Molecule Drug Discovery Advances

11 - 12 November 2025 ALL TIMES CET+1

 

 

The field of small molecule drug discovery is burgeoning with more and better ways to generate, identify, and optimize new chemical matter against a wider range of disease targets. CHI’s Lead Generation Strategies conference returns to Barcelona to spotlight examples of successful and/or innovative applications of covalent chemistry, DNA-encoded libraries (DEL), fragment-based ligand discovery (FBLD), and advanced computational tools to the vital early steps of drug discovery. Engage with a global network of pharma, biotech, and academic scientists to delve into the integration of chemical information from diverse screening approaches and learn how the latest medicinal and biophysical chemistry tools are speeding the process of finding, optimizing and selecting potential new orally bioavailable small molecule drug candidates.

 

Tuesday, 11 November

07:00Registration and Morning Coffee

FRAGMENT-RELATED DISCOVERY APPROACHES

08:25

Chairperson's Remarks

Jenny Sandmark, PhD, Former Associate Principal Scientist, Drug Discovery, AstraZeneca R&D

08:30

FEATURED PRESENTATION: Drugging the Most Highly Validated Cancer Targets using Fragment Screening

Stephen W. Fesik, PhD, Professor of Biochemistry, Pharmacology & Chemistry; Orrin H. Ingram II Chair in Cancer Research, Vanderbilt University

One of the advantages of fragment-based methods is to enable drugging the undruggable. We first demonstrated this by successfully targeting the Bcl-2 family of proteins. Here I will present our progress in drugging the three most highly validated cancer targets, KRAS, MYC, and WNT. All of these proteins are impossible to drug despite 30 years of trying. As I will demonstrate, this hypothesis is not true.

09:30

A Fragment-Based Journey to the Clinic: Development of a Novel Oral PCSK9 Inhibitor with a Distinct Mechanism of Action

Stefan Geschwindner, PhD, Director, Biophysics, AstraZeneca R&D Gothenburg

PCSK9 regulates LDL cholesterol by promoting LDL-receptor degradation. We identified a novel, druggable pocket on the PCSK9 C-terminal domain, enabling the development of a entirely novel class of small molecule inhibitors that are based on initial fragment hits. These compounds act through a distinct mechanism that does not block the classical PCSK9-LDLR interaction. We will present the discovery, lead optimisation, and mechanistic insights underpinning this innovative approach to PCSK9 inhibition.

10:00Grand Opening Coffee Break in the Exhibit Hall and Poster Viewing

10:45

Virtual Fragment Screening for OGG1 Inhibitors

Jens Carlsson, PhD, Professor, Cell & Molecular Biology & Bioinformatics, Uppsala University

Fragment-based screening can accelerate drug discovery by identifying novel scaffolds, but this approach is limited by the small libraries used experimentally and the challenging optimization process. To expand the explored chemical space, we performed structure-based virtual screening of large fragment libraries to discover inhibitors of a DNA repair enzyme implicated in cancer and inflammation. Fragment hits were rapidly optimized into potent inhibitors with anti-inflammatory and anti-cancer effects in cells.

11:15

Case Studies of Applying FAST NMR to Drug Discovery

Julien Orts, PhD, (or former lab member), Associate Professor, Pharmaceutical Sciences, University of Vienna

We highlight our progress in drug discovery targeting proteins for which well-diffracting crystals of the protein–ligand complex may be difficult to obtain. Instead, we rely on liquid-state NMR for structure determination of these complexes. Building on this, we aim to develop atomic-resolution NMR-based calorimetry to quantify both enthalpic and entropic contributions to binding. This strategy opens new avenues for truly quantitative, structure-guided drug design.

11:45

DNA-encoded Library (DEL) Technology for Fragment Discovery and Linking

Jörg Scheuermann, PhD, Professor, Department of Chemistry & Applied Biosciences, ETH Zurich

DNA-encoded libraries, in the setup of Encoded Self-Assembing Chemical (ESAC) libraries, featuring the stable self-assembly of two DNA-encoded sub-libraries of fragments, allow for the identification of pairs of simultaneously binding fragments. In a second step, the most efficient linkage of individual fragment pairs will be obtained by selections of a second, DNA-encoded library of linkers (Linker-DEL), displaying the respective fragment pair.

12:15 Addressing Challenging Targets by Leveraging the CETSA Technology Platform

Michael Dabrowski, CEO, Pelago Bioscience AB

Therapeutic targets can be challenging for a variety of reasons, e.g. proteins with little or insufficient structural information, protein-protein interactions, proteins in larger complexes or highly flexible proteins such as transcription factors. This presentation outlines how CETSA can enable Discovery, Validation and Generation of novel hit series on challenging targets exemplified through case studies in Oncology and Inflammation. Targets include intracellular proteins in the NLRP3 inflammasome pathway and the well validated oncology target p53.

12:30 Beyond the Hit: How Data Expands the Value of DEL

Jordan Palfrey, Director Business Development, Business Devevelopment, X Chem Inc

DNA-encoded libraries (DEL) generate chemistry datasets of unprecedented scale, yet most information remains untapped. Through chemomics—the integration of DEL analytics, structural biology, and machine learning—X-Chem transforms raw screening outputs into quantitative maps of protein structure–function. DEL has become a central pillar of chemomics, enabling predictive modeling and mechanism-informed discovery. We no longer only deliver hit lists; we turn DEL results into chemical probes that validate biological hypotheses and guide design. This data-centric paradigm accelerates SAR development, expands chemical space, and redefines how DEL data drive translational innovation.

12:45Networking Lunch in the Exhibit Hall

13:45

Chairperson's Remarks

Wolfgang Haap, Distinguished Scientist, Medicinal Chemistry, F Hoffmann La Roche AG

13:50

Hit Expansion and Lead Generation: C-H Functionalisation and Parallel Synthesis Enabled by High-Throughput Experimentation and Machine Learning Workflows

Alex Boddy, PhD, Scientist, Medicinal Chemistry, F. Hoffmann-La Roche Ltd.

The talk highlights an integrated workflow for hit-to-lead generation, seamlessly merging in silico machine learning(ML)-guided molecule selection with high-throughput experimentation (HTE). By integrating parallel synthesis, automation, and novel synthetic methodologies, including a C–H functionalisation toolbox, we access desired chemical matter efficiently. This approach enhances the exploration of chemical space and accelerates the discovery of novel chemical entities within lead series.

14:20

Discovery of PTPN22 Allosteric Modulators via the RAPID Platform

Hyejin Park, PhD, Senior Scientist, Medicinal Chemistry, Jnana Therapeutics

Protein tyrosine phosphatase non-receptor type 22 (PTPN22) is a phosphatase with diverse regulatory roles in T cell and myeloid cell function. Historically, phosphatases have been considered undruggable due to their highly positively charged and homologous active sites. Jnana’s chemoproteomics RAPID platform identified multiple allosteric pockets on PTPN22 and discovered lead-like small molecule binders through high-throughput screening (HTS), including an indolinone series that functions as an allosteric activator of PTPN22. This HTS campaign also uncovered several reducing-agent sensitive chemotypes that are ubiquitous in screening libraries, highlighting a cautionary tale for the medicinal chemistry community regarding potential pitfalls in early hit discovery.

14:50

Unwinding Helicase Hit Discovery—An Affinity Solution

Alex Edwards, Senior Scientist, DNA Encoded Library Screening, AstraZeneca

Helicases are enzymes that play a vital role in DNA and RNA metabolism, making them attractive targets in drug discovery. However, tackling these targets can present a range of challenges for assays typically used in traditional high-throughput screening. This talk will discuss how affinity-screening approaches can be designed into a hit-finding campaign to provide a strategic advantage in identifying helicase inhibitors.

15:20 Integrating FBDD with DEL and Other hit ID Strategies

Ben Davis, Research Fellow and Director of Business Development, Vernalis

  • Fragment Based Drug Discovery (FBDD) is a robust and validated hit ID strategy, but is often deployed when other technologies have not succeeded

  • FBDD can be effectively integrated with chemical matter from a diverse sources, enhancing novelty and diversity to support downstream success

  • FBDD synergises particularly well with DNA-Encoded Library (DEL) technology, enabling the rapid generation of potent, diverse and optimisable hits and leads

15:50Networking Refreshment Break in the Exhibit Hall and Poster Viewing

16:20

Exploring GPCR Allostery Using High-Throughput DEL Screening

Evan O'Brien, PhD, Assistant Professor, Biophysics & Biophysical Chemistry, The Johns Hopkins University School of Medicine

G-protein coupled receptors (GPCRs) have an extremely complex allosteric landscape. This complexity plays a key role in determining their multifaceted signaling outcomes. In order to properly exploit this complexity, new ligands are needed. DNA-encoded chemical libraries (DELs) have proven to be a valuable tool for discovery of such novel GPCR allosteric modulators that can both teach us about GPCR allostery and serve as powerful lead molecules for pain and overdose.

16:50

Enabling High-Throughput Electron Cryo-Microscopy for Structure-Based Design

David Norton, PhD, Director, Medicinal Chemistry, Astex Pharmaceuticals Ltd.

Access to high-resolution structural data for protein–ligand complexes is a prerequisite for structure-based drug design. For proteins refractory to X-ray crystallography, high-throughput structure determination by electron cryo-microscopy (cryo-EM) has the potential to be transformational for drug discovery. The talk will describe a workflow, from protein production through to end-user-accessible high-resolution structural data, applied to a biologically important ion-channel target in complex with a chemically diverse range of ligands. The depth of structural data generated provides important insights into protein-ligand structure-function relationships and demonstrates the potential of the workflow to support iterative compound design cycles.

17:20In-Person Breakout Discussion Groups

In-Person Breakouts are informal, moderated discussions, allowing participants to exchange ideas or experiences, develop collaborations around a focused topic, and meet scientists with similar interests. Each breakout will be led by facilitators who keep the discussion on track and the group engaged. Discussion topic(s) and moderators will be posted by September.

IN-PERSON ONLY BREAKOUT:

Strategies for Unlocking High Value Targets

Stefan Geschwindner, PhD, Director, Biophysics, AstraZeneca R&D Gothenburg

  • Current and emerging biophysical approaches for hard-to-drug targets
  • Direct to profiling strategies to speed drug discovery
  • Novel biology approaches that help unlock high value targets
  • Using small molecule RNA binders to tackle difficult drug targets​
IN-PERSON ONLY BREAKOUT:

Lead Generation for Membrane Proteins

David Norton, PhD, Director, Medicinal Chemistry, Astex Pharmaceuticals Ltd.

Evan O'Brien, PhD, Assistant Professor, Biophysics & Biophysical Chemistry, The Johns Hopkins University School of Medicine

Chiara R. Valenzano, PhD, Associate Director, Molecular Science, Astex Pharmaceuticals

  • Biophysical approaches
  • DNA-encoded libraries
  • CryoEM
  • Targeting ion channels​

18:00Networking Reception in the Exhibit Hall and Poster Viewing

19:00Close of Day

Wednesday, 12 November

08:00Registration and Morning Coffee

DNA-ENCODED LIBRARIES FOR LEAD GENERATION

08:25

Chairperson's Remarks

Stefan Geschwindner, PhD, Director, Biophysics, AstraZeneca R&D Gothenburg

08:30

The DELT Platform Is an Efficient Lead-Generation Strategy at Roche

Moreno Wichert, PhD, Principal Scientist, Small Molecule Research, F. Hoffmann-La Roche Ltd.

The DELT Platform at Roche enables efficient lead generation through multiplexed screening of DNA-encoded libraries, combining large chemical diversity with rapid hit identification. By integrating innovative library design, automated selection workflows, and advanced data analytics, DELT accelerates the discovery of high-quality starting points for drug development. This talk highlights the platform’s recent impact across therapeutic areas, showcasing its role in driving Roche’s small molecule discovery pipeline.

09:00

Covalent DNA-Encoded Libraries

Xiaojie Bruce Lu, PhD, Professor & Principal Investigator, Chemical Biology Research Center, Chinese Academy of Sciences

This presentation will highlight recent progress on the CoDEL technology development and case examples to apply the CoDEL for the covalent inhibitors identification and optimisation. Particularly, by integrating activity-based protein profile (ABPP) and CoDEL together, covalent inhibitors target other amino acids' residues beyond cysteine and are identified for a series of protein targets.

09:30

ALOX15 Biology Interrogation with Small Molecules Enabled by DEL Screening

Garrick Paul Smith, PhD, Scientific Associate Director, Amgen

Arachadonic acid 15-lipoxygenase (ALOX15) belongs to the lipoxygenase family, and is mainly responsible for catalyzing the oxidation of various ω-6 and ω-3 polyunsaturated fatty acid (PUFA) substrates to produce a variety of lipid components, contributing to the pathophysiological processes of various immune and inflammatory diseases. The translational pharmacology of different chemical series as well as the power of DEL screening to identify binders and elaboration to degraders will be shared.

10:00Networking Coffee Break in the Exhibit Hall and Poster Viewing

PLENARY KEYNOTE SESSION

11:00

Welcome Remarks

Anjani Shah, PhD, Senior Conference Director, Cambridge Healthtech Institute

11:10

Small Molecule Control of the Undruggable Proteome: PROTACS and Beyond

Craig M. Crews, PhD, Professor, Molecular & Cellular & Developmental Biology, Yale University

I will discuss the novel reagents and methodologies, which will allow us to explore new areas in cell biology. This 'chemical genetic' approach uses biologically active small molecules to control various intracellular processes. For example we developed the PROTAC technology that decreases target protein levels within cells by inducing their proteolysis via the 26S proteasome. A goal of this research is to develop novel methodologies that would allow for small molecule control of the 'undruggable proteome'.

11:55Networking Lunch in the Exhibit Hall

13:10Close of Lead Generation Strategies Conference





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