Hu-mAtrIx™ AI-Powered Antibody Discovery & Development Platform

The Right Decisions with AI-guided Lead prioritization

Smarter decisions, more efficient workflows

Hu-mAtrIx™ is an AI-enhanced platform built on the clinically validated Harbour Mice® system, functioning as an integrated enhancement layer that strengthens decision-making efficiency across multiple stages of antibody discovery and optimization while remaining anchored to proven in vivo biology.

Harbour Mice®

Built on Fully human H2L2 and HCAb platforms with global IP protection and clinical validation, forming the biological foundation of all Hu-mAtrIx™ applications

Training Data

Trained on large-scale proprietary HCAb libraries (>9M sequences), public protein sequence datasets (~50M), and target-specific experimental binding data derived from Harbour Mice® discovery programs

Multi-Stage AI

Model-driven insight applied across multiple discovery and optimization stages, including candidate prioritization, affinity refinement, and developability assessment

AI-ENHANCED ANTIBODY DISCOVERY & OPTIMIZATION WORKFLOW

Lead prioritization within Harbour Mice® discovery

During early discovery, Harbour Mice® immunization and NGS screening generate large pools of candidate antibodies. Hu-mAtrIx™ supports this stage by prioritizing candidates based on predicted binding potential, sequence diversity, and early biophysical signals, helping focus experimental efforts on the most promising leads. This reduces experimental burden and accelerates hit-to-lead decisions while preserving the underlying in vivo discovery workflow.

AI-guided affinity maturation

Once binders are identified, Hu-mAtrIx™ supports affinity maturation by evaluating local sequence space around validated antibodies. Predictive analyses guide selection of variants with improved binding while preserving developability, helping ensure that affinity gains do not introduce downstream liabilities.

Developability by Design

Late-stage failures are often driven by developability issues such as instability, aggregation, or poor expression. Hu-mAtrIx™ helps identify these risks early by predicting and flagging potential liabilities during discovery and optimization, enabling problematic candidates to be deprioritized or refined before significant downstream investment.

Selective AI-assisted antibody discovery for challenging targets

In select cases where conventional immunization-based discovery is predicted to be difficult, Hu-mAtrIx™ can be applied in parallel to explore complementary antibody sequence space. This AI-assisted approach is used selectively, benchmarked against Harbour Mice®–derived antibodies, and followed by experimental validation.

Strengthen antibody discovery with better insights

Explore Related Resources

Zhigang Tian, PhD

Academician of Chinese Academy of Engineering,
Member of Academia Europaea Professor, School of Life Sciences,
Dean, School of Basic Medical Sciences, Division of Life Sciences and Medicine, University of Science & Technology of China (USTC),
Director, Institute of Immunology,USTC,
Director, The Key Lab of Innate Immunity and Chronic Disease, Chinese Academy of Science

Dr. Tian is an academician of Chinese Academy of Engineering, a member of Academia Europaea and a medical immunologist. Currently, he is a professor at University of Science and Technology of China (USTC), where he also works as Dean at School of Basic Medical Sciences, and Director at Institute of Immunology. He is also the Director of the Key Lab of Innate Immunity and Chronic Diseases of Chinese Academy of Science.

Dr. Tian was awarded with the National Science Fund for Distinguished Young Scholars. He is the academic leader of Chang Jiang Scholars Program as well as the Innovation Research Program of National Natural Science Foundation of China. Dr. Tian is Head of National Science and Technology Major Project and Chief Scientist of National Major Research Plan Program.

Dr. Tian’s laboratory is credited with seminal discoveries regarding basic knowledge and clinical study of natural killer (NK) cells, particularly liver-resident NK cells, cytokine-producing NK cells, and NK cell-based immunotherapy.

Robert Kramer, PhD

CSO, SalvaRx Therapeutics BoD, Meditope Biosciences Chair, NeoTX SAB

Dr. Kramer serves as CSO of Portage Biotech Inc. Dr. Kramer previously served as Vice President and Head of Discovery for Oncology Therapeutics at Janssen Research & Development, LLC (the Pharmaceutical Division of Johnson and Johnson), where he was responsible for leading Global Discovery, focusing on aberrant signaling cascades in tumor cells, as well as epigenetic reprogramming and tumor immunology using both small molecule and protein-based large molecule approaches. Prior to joining Janssen Research & Development, LLC, Dr. Kramer served as VP Drug Discovery and Research for Bristol-Myers Squibb (BMS), where he provided scientific leadership and strategic oversight for many pre-clinical Oncology and Immunology programs and projects that entered development. Dr. Kramer was previously an Assistant Professor at Harvard Medical School. Dr. Kramer received his Ph.D. in pharmacology from the University of Vermont and completed his post-doctoral fellowship in Oncology at the National Cancer Institute, National Institutes of Health.

Robert Kamen, PhD

Venture Partner, Third Rock Ventures

Dr. Kamen is a Venture Partner at Third Rock Ventures. In 2005, he co-founded BioAssets Development Corporation and served as its Chairman. He currently serves as an independent non-executive Director of Harbour BioMed and a director of Jounce Therapeutics (NASDAQ:JNCE). He was previously a director of Neon Therapeutics and Harbour Antibodies. Earlier in his career, he was senior vice president of scientific affairs at the pioneering biotechnology firm named Genetics Institute, Inc. Dr. Kamen received his bachelor’s degree in biophysics from Amherst College, a Ph.D. in biochemistry and molecular biology from Harvard University Graduate School of Arts and Sciences. During his academic scientific career, he worked at the Imperial Cancer Research Fund.

Frank Grosveld, PhD

Academy Professor of Cell Biology, Erasmus Medical Center, Rotterdam

Dr. Grosveld is Co-founder and CSO of Harbour Antibodies and the inventor of Harbour Mice^®, Professor and former Head of Department of Cell Biology and Department of Clinical Genetics at Erasmus University Medical Center, Rotterdam, a fellow of Royal Society and a member of Royal Netherlands Academy of Arts and Sciences. Dr. Grosveld’s research on the control of globin gene expression has been selected as one of the top ten achievements of Medical Research Council (UK) (MRC) in the 20th century by Higher Education and Research Opportunities in the U.K. Dr. Grosveld was awarded the Louis-Jeantet Prize for Medicine in 1991, the Spinozapremie (Spinoza Prize) in 1995.

Steve Arkinstall, PhD

Chief Scientific Advisor, Nona Biosciences

Dr. Arkinstall has demonstrated remarkable competence throughout his career. He is a respected leader in drug discovery with substantial roles under his belt, including Research Head, Chief Scientific Officer (CSO), and Chief Executive Officer (CEO) positions at various pharmaceutical or biotech companies. Dr. Arkinstall served as CEO of Elstar Therapeutics and Revitope Oncology, companies advancing novel classes of multi-specific antibody-based cancer drugs. He previously was also the CSO of Kymab, an antibody therapeutics company founded in Cambridge, UK, prior to which he spent 16 years in progressively senior research leadership roles at EMD (Merck) Serono, and its associated entities across Europe and the United States.

Yun He, PhD

Chief Technology Officer

Dr. Yun He is Chief Technology Officer of Nona Biosciences. Before Nona Biosciences spun off from Harbour BioMed, Dr. He served as Head of Antibody Technology at Harbour BioMed. During his tenure there, Dr. He contributed to multiple discovery programs and led the team in establishing HBICE® platform. Prior to joining Harbour BioMed, Dr. He was an Investigator at Biologics Center in Novartis, where he was responsible for antibody engineering and bioinformatics. Prior to that, Dr. He was the group leader of Bioinformatics at GenScript. Dr. He received his Ph.D. from the Chinese Academy of Sciences, with a focus on molecular biology and bioinformatics.

Louis Liu

Senior Vice President, Head of Scientific Operation

Mr. Louis Liu is Senior Vice President and Head of Scientific Operation of Nona Biosciences. He graduated from Bethune Medical University with Bachelor Degree of Medicine. He has over 30 years’ experience in antibody technology platform establishment, antibody discovery and discovery team management experience. Previously he worked in Syntron Bioresearch Inc as R&D manager, Strategic Diagnostic Inc as product development supervisor, Rockland Immunochemical Inc as Manager of Monoclonal Antibody service and product development, GenScript Ltd as vice president of Antibody Division, Shanghai ChemPartner as vice president of Biologics Discovery.

Joe Zhao, PhD

Vice President, Head of External Innovation

Dr. Joe Zhao is Vice President and Head of External Innovation of Nona Biosciences. Joe holds a BS from Fudan University and a PhD from University of Delaware, followed by postdoctoral trainings at Lankenau Medical Center and Zeneca Pharmaceuticals. Prior to joining Harbour BioMed, he was in small biotechs (Pharmacopeia and Ligand Pharmaceuticals) and large MNC (BMS). Joe has 25 years of combined experience in drug discovery of both small molecules and biologics in therapeutic areas of immuno-oncology, immunology, and genetic diseases.

Jiyong Zhang, PhD

Head of Business Development

Dr. Jiyong Zhang leads business development at Nona Biosciences, bringing vision and dedication to strategic growth and client satisfaction. With 15 years of experience in biotherapeutic research and development, Dr. Zhang’s understanding of market dynamics and ability to identify mission-aligned opportunities are evident.

Before overseeing business development at Nona, Dr. Zhang played key roles at Alexion and Abbvie, contributing to antibody discovery, engineering, and bispecific antibody R&D. His scientific experiences and knowledge in biotherapeutic innovation makes him a forward-thinking strategist focused on enhancing service offerings to meet evolving client needs.

With Dr. Zhang and his team driving business development, Nona Biosciences is poised to offer innovative solutions and unparalleled service. This solidifies the company’s position as a trusted and client-focused drug discovery partner in the dynamic landscape of biotherapeutic innovation.

Yiping Rong, PhD

Chief Scientific Officer

Dr. Yiping Rong is our Chief Scientific Officer. He is a well-recognized scientist with about 20 years’ experience of biomedical research and drug discovery. Dr. Rong used to work at Sanofi, JNJ and Roche and built strong expertise in cancer biology and pharmacology. He led and contributed to >15 programs entering clinical trials. He is also involved in translational research work for a few drugs. Multiple mAb or bispecific antibodies generated from his team were out licensed to MNCs. Some highly innovative first-in-class projects are in clinical trials. He worked on apoptosis, epigenetics, immuno-oncology, and cancer cell signaling fields and led the drug discovery projects including kinase, enzyme, receptor/ligand, protein-protein-interaction targets by small molecules or monoclonal antibodies. Dr. Rong received his Ph.D. degree in Pharmacology from Case Western Reserve University (Cleveland, Ohio). He is the member of American Association of Cancer Research and has more than twenty publications in cancer research field, including Nature Genetics, Molecular Cell, PNAS papers. He is also the inventor of dozens of patents in drug discovery field.