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HUGO-Ab™ Fully Human Antibody Discovery Platform
Cyagen’s HUGO-Ab™ platform integrates fully human antibody mouse models, AbSeek™ AI antibody analysis, in vitro functional assays, and in vivo efficacy validation to accelerate therapeutic antibody discovery.
A Fully Integrated Platform for Next-Generation Antibody Drug Discovery

Cyagen’s HUGO-Ab™ platform integrates fully human antibody mouse technologies, AI-powered antibody computing, in vitro functional assays, and in vivo efficacy validation to support next-generation antibody drug discovery. Built around HUGO-Mab™, HUGO-Light™, and HUGO-Nano™, the platform enables the discovery of fully human monoclonal antibodies, common light chain antibodies, and fully human single-domain antibody candidates for diverse therapeutic formats, including mAbs, bispecific antibodies, multispecific antibodies, ADCs, T-cell engagers, and cell therapy-related applications.

By connecting target discovery, antibody screening, computational analysis, functional validation, and preclinical efficacy studies, HUGO-Ab™ provides a streamlined discovery-to-validation workflow for therapeutic antibody development.

Flexible Partnership Models for Antibody Discovery
Direct Supply Model
Delivery of sterilized mice; clients independently conduct antigen immunization, titer assessment, and related experiments at their designated facilities.
One-Stop Antibody Discovery Service
End-to-end comprehensive service encompassing mouse immunization, antibody screening, and functional validation.
Co-Development Model
Integrating mutual technologies and resources to collaboratively develop innovative antibody therapeutics.
AbSeek™ — AI-Driven Intelligent Antibody Computational Platform

An Intelligent Antibody Computing Platform for Discovery, Optimization, and Translational Validation

AbSeek™ is Cyagen’s intelligent antibody computing platform designed to accelerate antibody drug development through the integration of artificial intelligence, bioinformatics, and Cyagen’s two decades of expertise in genetically engineered models and antibody discovery.

By integrating 30+ self-developed and open-source computational tools, AbSeekTM supports key stages of antibody R&D, including antibody sequence analysis, structure prediction, affinity optimization, immunogenicity assessment, developability evaluation, and functional validation planning.

From target intelligence and antibody design to computational screening and in vivo validation, AbSeek™ enables a more efficient, data-driven workflow for next-generation antibody therapeutics.

AbMart — Target Intelligence for Antibody Drug Discovery

From target evaluation to antibody discovery strategy

As the intelligence engine of the AbSeek™ platform, AbMart seamlessly integrates global R&D pipeline data, disease-centric insights, and downstream development resources. By aggregating this critical target intelligence, AbMart empowers researchers to rapidly navigate the competitive development landscape, evaluate early-stage targets, and uncover high-value opportunities for antibody drug discovery.

Explore Our AbSeek™ Platform
AbSeek™ Platform Capabilities
Integrated AI tools for smarter antibody discovery, optimization, and developability assessment
01
Sequence Analysis & Profiling
02
3D Structure Prediction
03
Functional & Developability Prediction
04
Lead Antibody Optimization
05
De Novo Antibody Molecule Generation
Sequence Analysis & Profiling
  • Annotate Complementarity-Determining Regions (CDRs) with high precision.
  • Align antibody homology and analyze VDJ gene recombination.
  • Construct sequence alignments and phylogenetic trees.
  • Assess natural heavy/light-chain pairing probabilities.
  • Cluster & Visualize species-specific and V-gene families.
  • Identify interacting residue pairs and profile hydrophobicity.
3D Structure Prediction
  • Predict accurate antibody 3D structures and inverse folding models.
  • Simulate highly reliable antibody-antigen docking structures.
Functional & Developability Prediction
  • Evaluate humanization potential and in silico binding affinities.
  • Predict highly specific B-cell epitopes.
  • Analyze physicochemical properties and assess overall structural stability.
  • Profile critical developability-related features early in the pipeline.
Lead Antibody Optimization
  • Engineer in silico affinity maturation and humanization workflows.
  • Optimize hydrophobicity to enhance downstream developability.
De Novo Antibody Molecule Generation
  • Generate antigen-guided, novel antibody sequences de novo.
  • Design AI-assisted antibody candidates ready for downstream screening and empirical validation.
A Workflow from Target Intelligence to Preclinical Validation
Why Choose AbSeek™ for AI-Driven Antibody Development?
Unified AI Discovery Engine
AbSeek™ supports multiple stages of antibody discovery and optimization, covering antibody sequence analysis, functional prediction, lead optimization, structure prediction, and molecular generation. The platform helps simplify complex computational workflows and improve decision-making efficiency.
High-Throughput Precision Algorithms
Powered by advanced AI algorithms and Cyagen’s in-house computational models, AbSeek™ is built to process large-scale antibody datasets with speed, consistency, and interpretability, generating clear outputs for downstream research decisions.
Enterprise-Grade Data Security
The platform applies enterprise-level data protection and privacy mechanisms to support secure antibody data analysis, helping protect sensitive research information throughout the computational workflow.
Seamless In Silico to In Vivo Transition
AbSeek™ is integrated with Cyagen’s HUGO-Ab™ fully human antibody mouse platform and preclinical validation capabilities, enabling a more connected antibody development workflow from AI-assisted design to in vivo functional evaluation.
Antibody Discovery — HUGO-Ab™ Fully Human Antibody Mouse Platform

Cyagen’s HUGO-Ab™ fully human antibody mouse platform is designed to support therapeutic antibody discovery across a broad range of antibody drug formats, including monoclonal antibodies, bispecific and multispecific antibodies, antibody-drug conjugates, T-cell engagers, and fully human single-domain antibody candidates.

Rather than a single mouse model, the HUGO-Ab™ platform consists of three functionally differentiated product series: HUGO-Mab™, HUGO-Light™, and HUGO-Nano™. Together, they eliminate critical bottlenecks in biologic development, including candidate developability, heavy/light-chain mispairing, and the structural limitations of conventional IgGs.

Seamlessly integrated with our AI-powered AbSeek™ algorithms and in vivo efficacy models, HUGO-Ab™ accelerates your workflow from initial antigen strategy to IND-enabling translational evaluation.

HUGO-Mab™ mice are engineered to generate fully human monoclonal antibodies with broad antigen recognition, robust immune responses, and high translational relevance for therapeutic antibody discovery and preclinical validation.
Explore our models
Designed for common light-chain antibody discovery, HUGO-Light™ mice combine diverse human heavy-chain repertoires with defined human κ light-chain variants, supporting efficient bispecific antibody development and simplified downstream pairing.
Explore our models
HUGO-Nano™ mice directly generate fully human single-domain heavy-chain antibodies, providing compact, light-chain-free candidates for complex targets, bispecific design, and diagnostic applications.
Explore our models
HUGO-Mab™ Fully Human Monoclonal Antibody Mouse

Empowering High-Affinity, Fully Human Biologic Discovery

Developed via our proprietary TurboKnockout™ gene-editing technology, HUGO-Mab™ features precise in situ replacement of murine immunoglobulin variable regions with human repertoires.

Monoclonal antibodies
ADCs
CAR-T
Therapeutic antibody screening
Key Advantages:
Broad Repertoire Diversity
Incorporates human heavy-chain, kappa, and lambda light-chain variable regions to maximize your hit discovery potential.
Native Affinity Maturation
Preserves the natural immunoglobulin locus architecture, ensuring robust antigen-driven B-cell selection and generating highly developable, high-affinity candidates.
Streamlined Translation
Direct generation of fully human sequences completely bypasses the time and risk associated with extensive in vitro humanization engineering.
HUGO-Light™ Fully Human Common Light Chain Antibody Mouse

Overcoming the Mispairing Bottleneck for Bispecific Therapeutics

HUGO-Light™ is specifically engineered to streamline complex multispecific formats. By inserting a pre-fixed, rearranged human light-chain variable sequence and inactivating endogenous light-chain genes, the model restricts immune responses to a shared common light chain.

Bispecific antibodies
Multispecific antibodies
T-cell engagers
ADCs
Bispecific ADCs
Key Advantages:
Eliminate Mispairing Ambiguity
Focus entirely on screening high-affinity heavy-chain binders without the structural unpredictability of random pairing.
Modular Bispecific Engineering
The resulting binders serve as perfect “plug-and-play” modules for ADCs, TCEs, and next-generation bispecifics.
Uncompromised Immune Response
Maintains fully intact constant regions toguarantee robust in vivo immune reactions and high-titer sera against complex antigens.
HUGO-Nano™ Fully Human Single-Domain Antibody Mouse

Compact, Flexible, and Fully Human Single-Domain Solutions

Engineered for applications demanding compact molecular size and deep tissue penetration, HUGO-Nano™ directly generates fully human heavy-chain-only antibodies.

Fully human single-domain antibodies
Bispecific antibodies
Multispecific antibodies
Bispecific ADCs
In vivo CAR-T binder discovery
Radionuclide drug conjugates
Key Advantages:
Zero Humanization Required
Directly yields fully human single-domain sequences, removing the downstream engineering burdens associated with camelid-derived VHHs.
Access Hidden Epitopes
The ultra-compact format enables binding to sterically restricted or cryptic epitopes inaccessible to conventional IgGs
HUGO-Ab-eKO™ Rapid Homologous Target Knockout Mouse

Breaking lmmune Tolerance for Highly Conserved Targets

For targets exhibiting high human-mouse sequence homology, immune tolerance often stifles antibody discovery. The HUGO-Ab-eKO™ platform swiftly knocks out the murine homolog on a fully human antibody background. By eliminating the endogenous antigen, it breaks immune tolerance.ensuring robust human-target recognition and high-titer responses against your most challenging therapeutic targets.

Figure 1. HUGO-Ab-eKO™ Rapid Target Knockout Workflow for Antibody Discovery

Cyagen delivers comprehensive in vitro efficacy validation services to enable rigorous evaluation of antibody binding kinetics, functional potency, immune effector functions, and species cross-reactivity. Leveraging our advanced cell engineering and reporter assay platforms, we provide the highly predictive data required to accelerate candidate prioritization and de-risk downstream preclinical development. To drive your therapeutic discovery, we offer a robust portfolio of engineered reporter cell lines and humanized cellular models derived from validated backgrounds (e.g., Jurkat, HEK293). These systems can be rapidly custom-engineered to express immune checkpoints, GPCRs, and metabolic targets, ensuring highly sensitive and mechanistically relevant functional readouts.

In Vitro Assay Capabilities for Antibody Evaluation
Service Category Assay Capabilities Research Applications
Binding Activity Assessment Protein- and, cell-based binding assay (e.g., FACS), species cross-reactivity profiling Evaluate target engagement confirm specificity, and support candidate ranking
Affinity Measurement Binding kinetics via BLI, KD determination Quantify binding affinities to prioritize top therapeutic leads
Functional Activity Assays Neutralization assay, blocking assay, pathway activation/inhibition assay Assess antibody-mediated functional responses and elucidate mechanism of action
Immune Effector Function ADCC activity assay, Cytotoxicity assay Evaluate immune-cell recruitment efficacy and functional potency
Internalization Assay Antibody internalization activity assay Support ADCs, bispecific ADCs, and targeted delivery vehicles
Reporter Gene Assays Luciferase reporter systems engineered in robust backgrounds (e.g.,Jurkat, HEK293) Quantify immune checkpoint engagement, T-cell activation, GPCR signaling, and target-specific pathway modulation
→ Explore Engineered Cell Models for Antibody Functional Screening

Cyagen’s integrated in vivo pharmacology platform accelerates the clinical translation of novel therapeutics through robust efficacy, mechanism-of-action (MoA), and early safety evaluations. Anchored by an extensive portfolio of disease-relevant models—including HUGO-GT™ genomic humanized, immune-reconstituted (huPBMC/huHSC), and highly immunodeficient strains—we deliver definitive in vivo data across oncology, immunology, and neurology indications.

Optimized for complex modalities such as bispecific antibodies (bsAbs), ADCs, and cell therapies, our humanized systems yield highly predictive readouts. From deep immune activation profiling to Cytokine Release Syndrome (CRS) risk assessments, we generate the IND-enabling insights required to maximize your pipeline's clinical success.

Comprehensive In Vivo Evaluation Services
Study Category Key Readouts & Assays Research Applications
Efficacy Evaluation Tumor growth inhibition (TGI), lesion scoring, survival analysis, disease phenotype improvement, and longitudinal body weight monitoring. Assess in vivo therapeutic efficacy of antibody candidates across oncology, inflammatory, metabolic, ophthalmological, and neurological disease models.
Pharmacodynamic (PD) Analysis Target engagement, pathway modulation, biomarker expression, receptor occupancy (RO), and tissue-level response profiling. Support critical mechanism-of-action (MoA) studies and robust preclinical candidate selection
Immune Cell Activation Profiling Flow cytometry, comprehensive immune cell profiling, T-cell/NK cell activation, myeloid cell analysis, and tumor-infiltrating lymphocyte (TIL) assessment. Evaluate immuno-oncology (IO) therapeutics, bispecific antibodies (bsAbs), T-cell engagers (TCEs), and novel cell therapy.
Cytokine Profiling Serum cytokine quantification, multiplex inflammatory cytokine panels, and Cytokine Release Syndrome (CRS) risk assessment. Support deep immune activation studies and de-risk crucial CRS liabilities for systemic therapeutics.
Histology & Tissue Analysis H&E staining, Immunohistochemistry (IHC), Immunofluorescence (IF), pathological scoring, and biodistribution mapping. Assess tissue-level efficacy, spatial immune cell infiltration, target engagement, and morphological toxicity
Safety-Related Assessment Clinical observations, body/organ weights, comprehensive serum chemistry, hematology, and detailed tissue pathology. Evaluate early safety profiles to inform and de-risk downstream IND-enabling toxicology studies.
Bispecific Antibody (bsAb) Validation Custom integration of target-humanized and Humanized Immune System (HIS) models, paired with immune activation and off-target toxicity readouts Deliver tailored in vivo validation for bsAbs, T-cell engagers (TCEs), immune checkpoint inhibitors, and other complex multispecifics
Our Unique Advantages
Fully Human Antibody Generation
HUGO-Ab™ combines HUGO-Mab™, HUGO-Light™, and HUGO-Nano™ mouse platforms to support monoclonal antibodies, common light-chain antibodies, nanobodies, bispecific antibodies, and advanced therapeutic antibody discovery.
AI-Driven Antibody Analysis and Lead Optimization
Integrated with AbSeek™, the platform supports antibody sequence analysis, structure prediction, developability assessment, humanization evaluation, and lead optimization to improve decision-making earlier in discovery.
End-to-End Discovery-to-Validation Workflow
From immunization and antibody screening to recombinant expression, in vitro functional assays, and in vivo efficacy studies, HUGO-Ab™ provides a streamlined workflow for advancing antibody candidates toward preclinical development.
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Global Antibody Drug Industry Development BlueBook (Frost & Sullivan)
Key Insights
The industry is undergoing a rapid transformation driven by next-generation modalities, globalized markets, and upstream technological innovations.
  • Market Structural Shift: Monoclonal antibodies drive steady growth, but ADCs and bispecifics are rapidly accelerating, reshaping the market with higher-value innovations.
  • Chinese Market Globalization: China is actively expanding globally, evidenced by a surge in high-value cross-border license-out deals.
  • Technology-Driven Efficiency: Advanced discovery engines—exemplified by Cyagen's HUGO-Ab platform and AI algorithms—are streamlining candidate screening, optimizing molecular design, and localizing the upstream supply chain.
  • Oncology-Focused Innovation: R&D pipelines remain heavily concentrated on high-incidence malignancies like non-small cell lung cancer, utilizing complex modalities to combat clinical resistance.
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