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Calvo-Barreiro, L.

Publications and source records attributed to Calvo-Barreiro, L..

12 recordsLinked to original sources

Bile Acid Scaffold Engineering Reveals an Androstane-Triol Derivative as a Potent Immunomodulator with Therapeutic Efficacy in EAE

BackgroundNeuroinflammation driven by dysregulated adaptive and innate immune responses plays a central role in the pathogenesis of multiple sclerosis and related autoimmune disorders of the central nervous system. While bile acids are increasingly recognized as endogenous immunomodulators, their therapeutic exploitation has been limited by modest potency and incomplete mechanistic understanding. Here, we report the rational engineering of a bile acid-derived scaffold that yields a potent small molecule immunomodulator with therapeutic efficacy in experimental autoimmune encephalomyelitis, a preclinical model of multiple sclerosis. MethodsA focused series of bile acid-based compounds was established, leading to the identification of an androstane-triol derivative, BA59. The immunomodulatory activity of BA59 was evaluated using in vitro T cell differentiation assays, antigen-presenting cell phenotyping, and ex vivo immune profiling. Therapeutic efficacy was assessed in mice with established experimental autoimmune encephalomyelitis. Flow cytometry was used to characterize peripheral and central nervous system immune populations, including effector T cells, regulatory T cells, and antigen-presenting cells. Disease progression was monitored using clinical scoring and cumulative disease burden analyses. ResultsBA59 treatment significantly attenuated disease severity and cumulative disease burden when administered therapeutically after disease onset. Immunophenotyping revealed a reduction in pro-inflammatory T helper 17 cells accompanied by an increase in regulatory T cells expressing the ectonucleotidase CD39. BA59 also reprogrammed antigen-presenting cells toward a tolerogenic phenotype, characterized by enhanced programmed death-ligand 1 expression. These immune changes were observed both in peripheral lymphoid tissues and within the central nervous system. Importantly, BA59 did not induce broad immunosuppression but instead reshaped immune checkpoint signaling and regulatory pathways associated with neuroinflammatory resolution. ConclusionsThis study identifies BA59 as a first-in-class androstane-triol immunomodulator that ameliorates experimental autoimmune encephalomyelitis through coordinated regulation of T cell balance, immune checkpoints, and antigen-presenting cell function. Our findings highlight bile acid scaffold engineering as a viable strategy for developing small molecule therapeutics that reprogram neuroinflammatory immune circuits, offering a promising translational approach for multiple sclerosis and related neuroinflammatory diseases.

pharmacology and toxicology↗

HTS-Oracle: Experimentally validated AI-enabled prioritization for generalizable small molecule hit discovery

High-throughput screening (HTS) remains a central pillar of small molecule discovery yet routinely fails for immune receptors and protein-protein interaction-driven targets. Here, we introduce HTS-Oracle, an experimentally validated AI system for prospective hit discovery that integrates molecular language modeling with cheminformatics to prioritize bioactive compounds at scale. We deploy HTS-Oracle across three clinically validated yet historically intractable immune targets, TREM2, CHI3L1, and CD28, representing cryptic binding pockets, intrinsically disordered proteins, and protein-protein interaction-driven immune checkpoint, respectively. Across the tested targets, HTS-Oracle reduces experimental screening requirements by up to >99% while increasing hit rates by up to 176-fold relative to traditional HTS. Notably, the platform remains predictive under extreme data sparsity, achieving an eightfold improvement for CD28 despite fewer than 2% actives in training. By consistently enriching for experimentally validated hits, HTS-Oracle establishes a new performance benchmark for hit discovery and unlocks small molecule access to immune targets long regarded as chemically inaccessible.

bioinformatics↗

An Integrated Biophysical Fragment Screening Approach Identifies Novel Binders of the CD28 Immune Receptor

CD28 is an essential costimulatory receptor required for full T cell activation, and its dysregulation contributes to multiple immune-mediated pathologies. Despite its central immunological role, CD28 remains largely unexplored as a target for small-molecule modulation, primarily due to the shallow and large interface of its ligand-binding site. Here, we applied a fragment-based high-throughput screening (HTS) strategy to identify low molecular weight chemotypes capable of engaging with human CD28. A 3,200-member library composed of structurally diverse fragments, enriched for scaffolds designed to target protein-protein interaction (PPI) interfaces, was screened in single-dose format using temperature-related intensity change (TRIC) technology, yielding 36 primary hits (1.13% hit rate). Follow-up surface plasmon resonance (SPR) validation confirmed two fragments as direct CD28 binders. Molecular docking analysis revealed a plausible binding orientation for PPIF3 within the CD28 extracellular domain, suggesting potential interaction hotspots that may be exploited during future optimization. Together, these findings provide the first demonstration that fragment-based screening can successfully identify chemotypes capable of engaging with the CD28 PPI interface. This work establishes a scalable, biophysics-driven workflow for CD28 ligand discovery and lays the foundation for subsequent hit-to-lead development of small molecule CD28 modulators.

biophysics↗

Discovery of a CHI3L1-Targeted Small Molecule Modulating Neuroinflammation in Alzheimers Disease via DNA-Encoded Library (DEL) Screening

Chitinase-3-like protein 1 (CHI3L1, also known as YKL-40) has emerged as a central effector of astrocyte-mediated neuroinflammation and a promising biomarker for Alzheimers disease (AD). However, small molecule CHI3L1 inhibitors that modulate neuroinflammation are limited. Here, we report the discovery of a CHI3L1-targeted small molecule, DEL-C1, identified through DNA-encoded library (DEL) screening and validated using orthogonal biophysical, computational, and cellular approaches. DEL-C1 demonstrated direct CHI3L1 binding in microscale thermophoresis (MST) and surface plasmon resonance (SPR) assays, with reversible and concentration-dependent association. Molecular docking and 100-ns molecular dynamics simulations revealed a stable binding mode within the CHI3L1 substrate groove, anchored by Tyr206 and flanked by Trp99 and Trp352, supporting a thermodynamically favorable interaction. In vitro ADME profiling indicated a balanced physicochemical profile, permeability, and metabolic stability, consistent with CNS drug-like properties. Functionally, DEL-C1 reversed CHI3L1-induced astrocyte dysfunction by restoring A{beta} uptake, lysosomal acidification, and proteolytic activity, while reducing CHI3L1 and IL-6 secretion. DEL-C1 also suppressed CHI3L1-driven NF-{kappa}B transcriptional activation, highlighting its anti-inflammatory potential. Collectively, this study establishes DEL-C1 as a promising small molecule modulator of CHI3L1 and a chemical tool to interrogate astrocyte-driven neuroinflammation in AD.

biophysics↗

Discovery and Optimization of LAG-3-Targeted Small Molecules via DNA-Encoded Chemical Library (DEL) Screening for Cancer Immunotherapy

Lymphocyte activation gene-3 protein (LAG-3) is an immune checkpoint receptor that promotes T cell exhaustion and immune evasion in cancer. While antibody-based LAG-3 inhibitors have reached the clinic, small molecule modulators remain unexplored. Here, we report compound 11, the most potent small molecule LAG-3 inhibitor to date. Identified via a 4.2-billion compound DNA-encoded chemical library (DEL) screen, compound 11 binds LAG-3 with submicromolar affinity and disrupts the LAG-3/MHCII interaction. Molecular modeling suggests direct antagonism at the LAG-3/MHCII interface with potential allosteric effects. In functional assays, compound 11 enhances IFN-{gamma} secretion and promotes tumor cell killing in co-cultures of PBMCs and cancer cells. Importantly, compound 11 also exhibits favorable pharmacokinetics. These findings support the development of small molecule LAG-3 inhibitors as immunotherapeutic agents and provide a foundation for further optimization. Table of Contents artwork O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=106 SRC="FIGDIR/small/668839v1_ufig1.gif" ALT="Figure 1"> View larger version (29K): org.highwire.dtl.DTLVardef@248c84org.highwire.dtl.DTLVardef@185510forg.highwire.dtl.DTLVardef@18cce50org.highwire.dtl.DTLVardef@13cfd8c_HPS_FORMAT_FIGEXP M_FIG C_FIG

pharmacology and toxicology↗

HTS-Oracle: A Retrainable AI Platform for High-Confidence Hit Identification Across Difficult-to-Drug Targets

Despite rapid advances in computational drug discovery, high-throughput screening (HTS) remains the primary method for identifying initial hits, particularly for targets with limited tractability to small molecules. Yet conventional HTS campaigns are costly and inefficient, often yielding hit rates below 2% and discarding valuable negative data. Here we present HTS-Oracle, a retrainable, deep learning-based platform that integrates transformer-derived molecular embeddings (ChemBERTa) with classical cheminformatics features in a multi-modal ensemble framework for hit prediction. We applied HTS-Oracle to the immune co-stimulatory receptor CD28, a prototypical difficult-to-drug target, and prioritized 345 candidates from a chemically diverse library of 1,120 small molecules. Experimental screening via temperature-related intensity change (TRIC) identified 29 hits (8.4% hit rate), representing an eightfold improvement over conventional methods such as surface plasmon resonance (SPR), TRIC, and affinity selection mass spectrometry (ASMS)-based HTS. By enriching true positives and filtering out non-binders upfront, HTS-Oracle streamlines the discovery pipeline and enables more focused, cost-effective screening. Two hit compounds disrupted the CD28-B7.1 interaction, with orthogonal validation provided by MST, ELISA, and molecular dynamics simulations. HTS-Oracle reduces screening burden and improves discovery efficiency, offering a powerful, scalable, and experimentally validated AI framework for accelerating hit identification across difficult-to-drug targets.

bioinformatics↗

Surface Plasmon Resonance (SPR)-Based Workflow for High-Throughput Discovery of CD28-Targeted Small Molecules

CD28 is a critical costimulatory receptor involved in T cell activation and immune regulation, making it a compelling target for immunomodulatory therapies. Despite its therapeutic relevance, small molecule CD28 inhibitors remain largely underexplored. To address this gap, we developed a high-throughput screening (HTS) workflow using surface plasmon resonance (SPR) to identify novel CD28-targeted small molecules. To our knowledge, this work represents the first SPR-based HTS platform applied to the discovery of small molecules targeting a stimulatory immune checkpoint receptor. A chemical library composed of diverse 1,056 small molecules was screened using a 384-well format. Compounds were evaluated based on level of occupancy (LO), binding response, and dissociation kinetics, resulting in 12 primary hits (1.14% hit rate). Follow-up dose-response SPR screening confirmed micromolar-range affinities for three compounds. Molecular docking and 100 ns molecular dynamics (MD) simulations of the top hit, DDS5, revealed a stable complex with CD28, maintained by hydrogen bonding and a persistent interaction with Phe93. Functional validation using a competitive ELISA confirmed that DDS5 inhibited the CD28-CD80 interaction. These results demonstrate that our SPR-based HTS platform is a robust and efficient strategy for discovering CD28-targeted small molecules. The integration of computational evaluation and orthogonal validation further underscores the potential of DDS5 as an early-stage immunomodulatory agent.

pharmacology and toxicology↗

TRIC-Based High-Throughput Screening Enables the Discovery of Small Molecule CD28 Binders

CD28 is a pivotal costimulatory receptor involved in T cell activation and immune regulation, positioning it as a key therapeutic target for inflammatory diseases, including inflammatory bowel disease (IBD). Despite its potential, small molecules targeting CD28 are still limited. To fill this gap, we developed a high-throughput screening (HTS) platform based on Temperature-Related Intensity Change (TRIC) technology, enabling rapid, immobilization-free screening of chemical libraries of small molecules. Using the Dianthus instrument, we applied our optimized TRIC assay for CD28 (signal-to-noise ratio of 21.99) to screen two MedChemExpress libraries: Small Molecule Immuno-Oncology Compounds (SMIOC) and Protein-Protein Interaction Inhibitors (PPII), identifying 50 initial hits. Following exclusion of compounds with dye interference or aggregation artifacts, 12 candidates were prioritized for further validation. Microscale thermophoresis (MST) confirmed dose-dependent binding of seven compounds to CD28, with affinities in the micromolar range. Surface plasmon resonance (SPR) further validated two compounds, EABP 02303 and CTEP, as CD28 binders. These results demonstrate that our TRIC-based HTS platform is robust, scalable, and effective for identifying small molecule CD28 binders. The incorporation of orthogonal validation supports the reliability of our findings and highlights the feasibility of small-molecule discovery targeting CD28.

biophysics↗

TREM2 Activation by First-in-Class Direct Small Molecule Agonists: DEL Screening, Optimization, Biophysical Validation, and Functional Characterization

Triggering receptor expressed on myeloid cells 2 (TREM2) is a key regulator of microglial function, and its loss-of-function variants are linked to Alzheimers disease (AD) and neurodegenerative disorders. While TREM2 activation is a promising therapeutic strategy, no small molecule agonists acting via direct TREM2 binding have been reported to date. Here, we describe the discovery of first-in-class, direct small molecule TREM2 agonists identified through DNA-encoded library (DEL) screening. The DEL hit (4a) demonstrated TREM2 binding affinity, as validated by three biophysical screening platforms (TRIC, MST, and SPR), induced Syk phosphorylation, and enhanced microglial phagocytosis. Preliminary optimization yielded 4i, which maintained TREM2 engagement with improved selectivity over TREM1 and no cytotoxicity. Molecular dynamics simulations revealed that 4a stabilizes a transient binding pocket on TREM2, suggesting a novel mechanism for receptor activation. These findings provide the first proof-of-concept for direct pharmacological TREM2 agonism, offering a foundation for developing therapeutics against AD and related disorders. Table of Contents graphic O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=74 SRC="FIGDIR/small/655617v1_ufig1.gif" ALT="Figure 1"> View larger version (13K): org.highwire.dtl.DTLVardef@14a3d24org.highwire.dtl.DTLVardef@f423deorg.highwire.dtl.DTLVardef@5ee108org.highwire.dtl.DTLVardef@107e6df_HPS_FORMAT_FIGEXP M_FIG C_FIG

neuroscience↗

From Virtual Screens to Cellular Target Engagement: New Small Molecule Ligands for the Immune Checkpoint LAG-3

Herein, we performed a virtual screening study to discover new scaffolds for small molecule-based ligands of the immune checkpoint lymphocyte-activation gene 3 (LAG-3). Molecular dynamics (MD) simulations using the LAG-3 structure revealed two putative binding sites for small molecules: the antibody interface and a lipophilic canyon. A 3D pharmacophore screening resulted in the identification of potential ligands for these binding sites and afforded a library of 25 compounds. We then evaluated the screening hits for LAG-3 binding via microscale thermophoresis (MST) and surface plasmon resonance (SPR). Our biophysical screening identified two binders with KD values in the low micromolar range, compounds 3 (antibody interface) and 25 (lipophilic canyon). Furthermore, we investigated the ability of LAG-3 hits to en-gage LAG-3 on a cellular level using a cellular thermal shift assay (CETSA), where compound 3 emerged as a promising candidate for future development.

pharmacology and toxicology↗

Discovery of ICOS-targeted small molecules using affinity selection mass spectrometry screening

Inducible T cell co-stimulator (ICOS) is a positive immune checkpoint receptor expressed on the surface of activated T cells, which could promote cell function after being stimulated with ICOS ligand (ICOS-L). Although clinical benefits have been reported in the ICOS modulation-based treatment for cancer and autoimmune disease, current modulators are restricted in biologics, whereas ICOS-targeted small molecules are lacking. To fill this gap, we performed an affinity selection mass spectrometry (ASMS) screening for ICOS binding using a library of 15,600 molecules. To the best of our knowledge, this is the first study that utilizes ASMS screening to discover small molecules targeting immune checkpoints. Compound 9 with a promising ICOS/ICOS-L inhibitory profile (IC50 = 29.38 {+/-} 3.41 {micro}M) was selected as the template for the modification. Following preliminary structure-activity relationship (SAR) study and molecular dynamic (MD) simulation revealed the critical role of the ortho-hydroxy group on compound 9 in the ICOS binding, as it could stabilize the interaction via the hydrogen bond formation with residuals on the glycan, and the depletion could lead to an activity lost. This work validates a promising inhibitor for the ICOS/ICOS-L interaction, and we anticipate future modifications could provide more potent modulators for this interaction.

pharmacology and toxicology↗

Design and Biophysical Characterization of Second-Generation Cyclic Peptide LAG-3 Inhibitors for Cancer Immunotherapy

Lymphocyte activation gene 3 (LAG-3) is an inhibitory immune checkpoint crucial for suppressing the immune response against cancer. Blocking LAG-3 interactions enables T cells to recover their cytotoxic capabilities and diminishes the immunosuppressive effects of regulatory T cells. A cyclic peptide (Cys-Val-Pro-Met-Thr-Tyr-Arg-Ala-Cys, disulfide bridge: 1-9) was recently reported as a LAG-3 inhibitor. Based on this peptide, we designed 19 derivatives by substituting tyrosine residue to maximize LAG-3 inhibition. Screening via TR-FRET assay identified 8 outperforming derivatives, with cyclic peptides 12 [Tyr6(L-3-CN-Phe)], 13 [Tyr6(L-4-NH2-Phe)], and 17 [Tyr6(L-3,5-DiF-Phe)] as top candidates. Cyclic peptide 12 exhibited the highest inhibition (IC50 = 4.45 {+/-} 1.36 {micro}M). MST analysis showed cyclic peptides 12 and 13 bound LAG-3 with KD values of 2.66 {+/-} 2.06 {micro}M and 1.81 {+/-} 1.42 {micro}M, respectively, surpassing the original peptide (9.94 {+/-} 4.13 {micro}M). Docking simulations indicated enhanced binding for cyclic peptide 12, with a docking score of -7.236 kcal/mol compared to -5.236 kcal/mol for the original peptide.

pharmacology and toxicology↗