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Nucleai
Nucleai
Drug Discovery & Research
Nucleai develops AI-driven spatial biomarkers and diagnostics to power the next generation of precision therapeutics and improve patient outcomes.

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About Nucleai

Nucleai is an AI-powered spatial biology company that aims to revolutionize cancer treatment and drug discovery by providing crucial context from tissue analysis. Their technology leverages intelligence-grade geospatial AI methods to analyze and interpret complex cellular interactions within a patient’s biopsy. This approach moves beyond traditional, static biopsy images to highlight cellular interactions that influence disease progression and treatment response, translating them into actionable insights.

For physicians, Nucleai’s platform, called ATOM, offers an AI-driven spatial biomarker analysis solution that ingests images from various modalities (H&E, IHC, multiplex immunofluorescence, and spatial transcriptomics). It conducts advanced spatial analysis to deliver insights that can optimize biomarker scoring, determine biomarker prevalence and mechanism of action (MoA), and predict response to therapy. This empowers pathologists and researchers with an AI-powered, data-rich action plan, facilitating more informed decisions in the development of next-generation treatments such as bi-specifics, antibody-drug conjugates (ADCs), and immunotherapy. Nucleai’s technology is also being used in clinical settings, including as part of active clinical trials for patient selection.

Focus Areas

AI-powered spatial biology precision medicine drug discovery biomarker identification cancer diagnostics digital pathology clinical trial patient selection immunotherapy oncology

Business Intelligence

Key InvestorsM Ventures, Section 32, Sanofi Ventures, Debiopharm Innovation Fund, Fosun RZ Capital, Vertex Ventures Israel, Grove Ventures, S32, Scale Asia Ventures [2, 7, 10, 20]
PartnershipsProscia, GoPath Diagnostics, Lunaphore, Ultivue, Mayo Clinic, University of Glasgow, Sirona Dx [2, 10, 18, 19, 21, 27]
TechnologyCloud-native, AI-driven spatial biomarker analysis platform (ATOM), computer vision, deep neural networks, multimodal image analysis (H&E, IHC, multiplex immunofluorescence, spatial transcriptomics) [4, 9, 11, 16]

What Physicians Need to Know

Spatial Biology & AI-Powered Pathology
Nucleai leverages advanced spatial AI methods and computer vision to analyze and interpret complex cellular interactions within patient biopsies. Their platform, ATOM, structures and characterizes tissue and cell architecture in cancer pathology images, identifying spatial characteristics that predict response to therapy. They integrate images from various modalities, including H&E, IHC, multiplex immunofluorescence, and spatial transcriptomics, to deliver actionable insights. This approach moves beyond traditional biomarkers to provide a more comprehensive understanding of the tumor microenvironment.
Precision Medicine & Drug Discovery
Nucleai's technology accelerates drug development by aiding pharmaceutical companies in generating and validating hypotheses, enhancing the understanding of drug mechanisms of action (MoA), and optimizing biomarker scoring. They are pioneering the use of spatial AI for clinical trial patient selection, directly connecting it to drug development programs. Their platform helps identify predictive biomarkers and translate discoveries into real-world diagnostic solutions, particularly for complex therapeutics like bispecific antibodies and antibody-drug conjugates (ADCs), and immunotherapies.
Biomarker Discovery & Validation
The company specializes in identifying and validating predictive biomarkers by analyzing cellular interactions and spatial relationships within tissue samples. They offer tools that support spatial profiling of protein expression and immune cell interactions, including cell architecture and neighborhoods. Their deep learning model automates the normalization of high-plex imaging data, increasing reproducibility and enabling larger-scale analysis for biomarker identification.
Oncology & Immunotherapy
Nucleai's focus is on unlocking the complexities of cancer by deciphering intricate cellular interactions and disease pathways within the tumor microenvironment. Their spatial analysis is crucial for immunotherapy, where the interaction between tumor and immune cells plays a pivotal role in treatment outcomes, helping to identify effective predictive biomarkers.
Digital & Computational Pathology
Nucleai's platform transforms complex multiplex immunofluorescence (mIF) data into standardized, quantitative spatial insights through an end-to-end, cloud-based analytics platform. They leverage AI architectures and algorithms, primarily based on convolutional neural networks (CNNs) and other deep learning approaches, trained on datasets annotated by expert pathologists.
Clinical Trials
Nucleai's AI-driven spatial analysis can streamline patient eligibility assessments for prospective clinical trials. Their technology is notable for being the first spatial AI tool used by pathologists for clinical trial patient selection directly connected to a drug development program, and their algorithm has been integrated into the patient enrollment criteria of an active clinical trial.
Physician Tip

For physicians, Nucleai's technology offers a deeper, more dynamic understanding of the tumor microenvironment by providing AI-guided spatial maps of patient biopsies. This can lead to better treatment decisions and improved patient care by enabling more precise patient stratification and personalized treatment selection. The platform's ability to analyze complex cellular interactions and predict response to therapy, especially in oncology and immunotherapy, can enhance diagnostic accuracy and inform therapeutic strategies. It can also help identify patients most likely to respond to specific therapies, which is crucial for optimizing clinical trial design and improving the efficacy of new drugs.

Nucleai's platform is agnostic to staining and scanning platforms, offering powerful multiplex analysis capabilities. They are building a global network of academic and clinical institutions and life science tools providers to advance multimodal spatial biology. Notably, Nucleai has partnered with Proscia, a digital pathology company, to integrate Nucleai's predictive biomarker technology into Proscia's Concentriq software platform, aiming to improve clinical trial optimization and treatment decision-making in diagnostic laboratories.

Products by Nucleai

1 product in the directory

Nucleai
Nucleai
Drug Discovery & Research
Nucleai develops AI-driven spatial biomarkers and diagnostics to power the next generation of precision therapeutics and improve patient outcomes.

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Press & Coverage

hitconsultant.net
Proscia and Nucleai Partner to Integrate Predictive Biomarker Solutions
Proscia and Nucleai announced a partnership to integrate Nucleai's predictive biomarker solutions into Proscia's precision medicine software platform, aiming to optimize clinical trials and improve treatment decisions through AI-powered spatial mapping of patient biopsies. [2, 10, 19]
2024-06
Business Wire
Nucleai and GoPath Diagnostics Announce Strategic Collaboration to Provide Integrated AI-powered Digital Pathology Solutions for Clinical Research and Diagnostic Applications
Nucleai and GoPath Diagnostics announced a strategic collaboration to offer integrated AI-powered digital pathology solutions for clinical research and diagnostic applications, leveraging Nucleai's spatial AI biomarker technology. [2, 10, 19]
2024-04
CTech
Spatial AI biomarker startup Nucleai raises $14 million led by Merck's VC arm | CTech
Nucleai secured a $14 million investment led by M Ventures, the corporate venture capital arm of Merck KGaA, bringing its total funding to $60 million. The funds will be used to deploy its AI algorithms for prospective patient enrollment in clinical trials. [2, 7, 19, 20]
2024-04
BioPharma APAC
Nucleai & Mayo Clinic Partner to Revolutionize Digital Pathology in Drug Development & Clinical Practice
Nucleai and Mayo Clinic BioPharma Diagnostics announced a strategic collaboration to advance digital pathology solutions for drug development and clinical practice, combining Nucleai's AI with Mayo's data and expertise. [27]
2024-03
Nucleai Blog
AI-Driven Spatial Biomarkers: The Next Frontier in Precision Medicine
This article discusses how AI-driven spatial analysis can improve the reproducibility and accuracy of biomarker scoring, streamline patient eligibility for clinical trials, and offer actionable insights for companion diagnostic development, moving towards an era of 'health intelligence'. [23]
2024-02
Nucleai
Nucleai Announces Partnership with Ultivue to Provide AI-Powered Spatial Biology Analysis to Complex Pathology Images
Nucleai and Ultivue announced a collaboration to advance the discovery of novel spatial biomarkers by layering Nucleai's AI spatial models on Ultivue's imaging technology to unlock complex data in multiplex pathology images. [21]
2022-09
Nucleai
Nucleai Announces $33 Million Series B Funding from Section 32 and Sanofi Ventures
Nucleai closed a $33 million Series B financing round led by Section 32 and Sanofi Ventures, aimed at advancing its spatial biology platform for drug research, development, and diagnostics, and expanding its commercial footprint in biopharma. [2, 28]
2022-03
CTech
AI cancer treatment startup Nucleai raises $6.5 million in series A round - CTech
Tel Aviv-based Nucleai raised $6.5 million in a Series A round led by Debiopharm Group, with participation from existing investors Vertex Ventures Israel and Grove Ventures Capital, bringing its total funding to $11.5 million. [2, 24, 32]
2020-07

Frequently Asked Questions

Nucleai leverages an AI-powered spatial biology platform that analyzes complex pathology images to uncover insights into the tumor microenvironment. This technology helps physicians and researchers understand the spatial relationships between different cell types, which is crucial for advancing precision medicine and identifying novel therapeutic targets in oncology. By applying advanced computational pathology, Nucleai aims to transform how we diagnose and treat cancer.
Nucleai's platform accelerates drug discovery and biomarker identification by providing a deeper understanding of disease mechanisms through spatial analysis of tissue samples. This allows for the identification of predictive and prognostic biomarkers that can guide patient stratification for clinical trials and inform the development of more effective targeted therapies and immunotherapies. The AI-driven insights help pinpoint key biological features that correlate with treatment response and disease progression.
Nucleai offers a comprehensive platform that supports various stages of drug development and clinical research, from biomarker discovery to patient stratification for clinical trials. While specific product names may vary, their core offering involves AI-powered spatial analysis of digital pathology slides to generate actionable insights for precision medicine. These insights can be used to optimize patient selection, monitor treatment response, and identify new therapeutic avenues within clinical trials.
Nucleai prioritizes data security and compliance, understanding the critical nature of patient data in healthcare. They adhere to stringent regulatory standards, including HIPAA and GDPR, to ensure the privacy and protection of all data processed through their platform. Their systems are designed with robust security protocols to safeguard sensitive information used in digital pathology and clinical research.
Nucleai employs rigorous validation processes for its AI algorithms, often collaborating with leading medical institutions and pharmaceutical companies. Their algorithms are trained on extensive and diverse datasets, and their performance is continuously evaluated against established clinical endpoints and ground truth provided by expert pathologists. This commitment to validation ensures the reliability and clinical utility of their computational pathology insights.
Nucleai provides comprehensive support and training to ensure seamless integration and effective utilization of their technology. This typically includes onboarding programs, technical support, and ongoing educational resources tailored to the needs of physicians, researchers, and healthcare administrators. Their goal is to empower users to fully leverage the platform's capabilities for improved patient care and research outcomes.
Nucleai's business model and pricing structure are typically tailored to the specific needs and scale of their clients, which include pharmaceutical companies, biotech firms, and academic medical centers. While exact pricing details are usually discussed directly with prospective partners, their model often involves licensing agreements or service-based contracts for access to their AI platform and analytical capabilities.

Investors

Who's funded Nucleai.

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