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Ligand Discovery and Design Service

Ligand Discovery and Design Service

Profacgen offers Ligand Discovery and Design Service, delivering tailored ligand identification and optimization solutions for targeted protein degradation (TPD), supporting both small molecule-based and peptide-based degrader programs from target assessment to validated lead candidates.

Molecular targeting of specific proteins by small molecules is one of the key challenges in biological research. Such small molecules and peptides may serve as valuable reagents for mechanistic studies or form the foundation for early-stage drug discovery. Recently, small compound-based and peptide-based protein degradation approaches have been increasingly applied across diverse disease research areas.

Profacgen provides ligand discovery and design services for both small compound-based and peptide-based protein degradation. Leveraging our extensive compound libraries and advanced virtual screening capabilities, we identify and optimize small molecule ligands through molecular docking. Based on structural databases, we design and optimize peptide ligands for E3 ligase recruiters or target proteins.

Why Ligands Matter in Protein Degraders

Effective targeted protein degradation depends on high-quality ligands that enable precise target recognition and efficient E3 ligase recruitment. Each component of a heterobifunctional degrader requires optimized ligand binding:

The workflow of virtual screening for small compound ligand discoveryFigure 1. The workflow of virtual screening for small compound ligand discovery. (Liu et al., 2020)

Our ligand discovery platform integrates computational modeling, biophysical screening, and medicinal chemistry to generate novel molecules with desirable target profiles and accelerate drug discovery programs.

Our Services

Profacgen offers specialized ligand discovery and design modules tailored to diverse target classes, degrader modalities, and program objectives:

Small Molecule Ligand Screening

Comprehensive identification and optimization of small molecule binders for target proteins and E3 ligases.

  • Virtual screening: Molecular docking against curated compound libraries and target structure databases
  • Fragment-based screening: Biophysical detection of weak-binding fragments suitable for degrader warhead elaboration
  • Hit-to-lead optimization: Structure-guided medicinal chemistry to improve affinity, selectivity, and developability
  • ADMET property assessment: Early evaluation of solubility, permeability, metabolic stability, and toxicity liabilities

Peptide Design for E3 Ligase or Target Protein

Rational design and optimization of peptide-based ligands for degrader construction and targeted degradation.

  • E3 recruiter peptides: Design of VHL, CRBN, and IAP-binding peptides with enhanced affinity and stability
  • Target-binding peptides: Identification and optimization of peptide warheads for proteins lacking small molecule binders
  • Cell-permeable modifications: Cyclization, stapling, and conjugation strategies to improve cellular uptake and proteolytic resistance
  • Structure-based design: Homology modeling and molecular dynamics-guided peptide optimization

Custom Peptide and Compound Synthesis

High-quality synthesis and analytical characterization of designed ligands and degrader intermediates.

  • Peptide synthesis: Solid-phase peptide synthesis (SPPS) of linear, cyclic, and modified peptides with purity >95%
  • Small molecule synthesis: Custom synthesis of screening hits, analog libraries, and lead compounds
  • Analytical characterization: LC-MS, NMR, HPLC purity verification, and stability assessment
  • Scale-up support: Gram-scale synthesis for advanced in vitro and in vivo studies

Screening Technologies

Our multi-modal screening platform combines computational and experimental approaches to maximize ligand discovery success:

Optimization Strategy

Profacgen employs systematic optimization strategies to transform initial hits into development-ready ligands:

Deliverables

Profacgen provides structured, decision-ready documentation aligned with your ligand discovery objectives:

Parameter Description
Virtual Screening Report Docking scores, hit ranking, binding mode analysis, and structural rationale for prioritized compounds
Biophysical Binding Data Kd, Ki, or IC50 values with experimental conditions and quality metrics
Hit Compound Characterization Chemical structure, purity verification, analytical data (LC-MS, NMR), and stability assessment
Optimization Summary SAR analysis, affinity improvement trajectory, selectivity profile, and developability assessment
Structural Models Homology models, docking poses, and molecular dynamics analysis supporting ligand design decisions
Comprehensive Study Report Experimental design, methodology, results, statistical analysis, and expert recommendations for next steps

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Case Studies

Case Study 1: Virtual Screening for Kinase Warhead Identification

Program Context:

A targeted protein degradation program required a selective kinase inhibitor warhead with an appropriate exit vector for PROTAC linker attachment. The target kinase shared high sequence homology with multiple family members, demanding exceptional selectivity.

Objective:

To identify and optimize a small molecule warhead with sub-nanomolar affinity, >50-fold selectivity over closest homologs, and a solvent-exposed vector compatible with linker conjugation.

Approach:

Profacgen performed homology modeling of the target kinase to generate a reliable binding site model for virtual screening. A library of 2.5 million compounds was docked against the modeled active site, followed by pharmacophore filtering and MM-GBSA rescoring. Top-ranked hits were evaluated by SPR for binding confirmation and by differential scanning fluorimetry for selectivity profiling. A lead series was optimized through iterative structure-based design, resulting in a candidate with confirmed co-crystal structure and validated linker compatibility.

Outcome:

The optimized warhead achieved a Ki of 0.3 nM against the target kinase with >80-fold selectivity over the closest homolog. The co-crystal structure confirmed the predicted binding mode and identified an optimal linker attachment point. The warhead was successfully incorporated into a PROTAC that demonstrated potent cellular degradation, supporting progression to lead optimization.

Case Study 2: Peptide-Based Degrader for Alpha-Synuclein

Program Context:

A neurodegenerative disease program sought to degrade alpha-synuclein aggregates, a pathological hallmark of Parkinson's disease. Traditional small molecule approaches had failed to achieve selective engagement of aggregated species.

Objective:

To design a cell-permeable peptide-based degrader that selectively recognizes pathological alpha-synuclein conformers and recruits the cellular degradation machinery for aggregate clearance.

Approach:

Profacgen designed a bifunctional peptide incorporating a cell-penetrating peptide (CPP) sequence, an alpha-synuclein-binding motif derived from conformation-specific antibodies, and a VHL-recruiting peptide ligand. The construct was optimized through cyclization to enhance proteolytic stability and cellular uptake. Binding specificity was validated by SPR and immunoprecipitation against monomeric, oligomeric, and fibrillar alpha-synuclein species. Cellular degradation was assessed in a neuronal cell model with pathological aggregate formation.

Outcome:

The optimized peptide degrader demonstrated selective binding to oligomeric and fibrillar alpha-synuclein with negligible monomer engagement. Cell-based assays confirmed dose-dependent reduction of intracellular aggregates and rescue of neuronal viability markers. The peptide exhibited favorable stability in human plasma and crossed an in vitro blood-brain barrier model, supporting its potential as a novel therapeutic modality for synucleinopathies.

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Frequently Asked Questions (FAQs)

Q: What is the difference between small molecule and peptide-based degrader ligands?
A: Small molecule ligands offer favorable drug-like properties, oral bioavailability, and established medicinal chemistry optimization pathways. They are typically preferred for intracellular targets and E3 ligase recruiters with defined binding pockets. Peptide-based ligands excel at engaging protein-protein interaction surfaces, recognizing specific conformational states, and targeting proteins lacking druggable pockets. Peptide ligands often require cell-penetration strategies but can achieve exceptional specificity. Profacgen supports both approaches and can recommend the optimal modality based on your target biology and program objectives.
A: Yes. Our platform includes robust homology modeling capabilities for both target proteins and ligands lacking experimental structures. We employ state-of-the-art template selection, loop modeling, and refinement protocols to generate reliable models for virtual screening and molecular docking. Model quality is validated through cross-validation, molecular dynamics stability assessment, and retrospective enrichment studies. This approach has successfully supported ligand discovery for multiple challenging targets.
A: We maintain access to diverse compound collections including commercial libraries (Enamine, ChemDiv, ZINC), focused fragment libraries, and proprietary collections. Library sizes range from specialized sets of 10,000–50,000 fragments to ultra-large virtual libraries exceeding billions of compounds. We can also curate custom libraries based on target class, desired physicochemical properties, or structural motifs. All libraries are pre-processed for docking readiness, including protonation state assignment, tautomer enumeration, and conformational sampling.
A: We employ multiple strategies to enhance peptide drug-like properties: cyclization and stapling to constrain conformation and resist proteolysis; N-methylation and unnatural amino acid incorporation to improve metabolic stability; conjugation to cell-penetrating peptides (CPPs) or lipid moieties to enhance cellular uptake; and formulation optimization for sustained delivery. Each strategy is selected based on the peptide sequence, target localization, and intended application. We provide stability assessment in biological fluids and cellular uptake validation as standard deliverables.
A: To initiate a project, we typically require: (1) target identity and biological context; (2) available structural information (PDB structures, homology models, or sequence data); (3) known ligands or inhibitors (if any); (4) desired affinity and selectivity criteria; (5) intended degrader modality (PROTAC, molecular glue, peptide degrader); and (6) any specific constraints (IP considerations, synthetic accessibility, preferred chemotypes). We offer complimentary consultation to assess target feasibility and recommend the optimal discovery strategy.
A: Our Ligand Discovery and Design Service serves as the foundational module for Protein Degrader Discovery Services. Identified and optimized ligands are directly transferred to degrader assembly, where we design linkers, characterize ternary complexes, and validate cellular degradation. This integrated workflow eliminates handoff delays, ensures ligand properties are optimized for downstream degrader requirements, and provides a single accountability point from target assessment to lead candidate.

References:

  1. Liu Y, Lei Y, Guo S, Zuo Z. Ensemble-based virtual screening in discovering potent inhibitors targeting Von Hippel-Lindau (Vhl) E3 ubiquitin ligase. Life Sciences. 2020;262:118495. doi:10.1016/j.lfs.2020.118495
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