Illumina and NVIDIA collaborate to decode biology and propel precision health
Illumina (NASDAQ: ILMN) has announced a strategic collaboration with NVIDIA to advance technology platforms for multiomic data analysis and interpretation. The partnership combines Illumina's sequencing technologies and Connected Software with NVIDIA's AI tools to accelerate progress in clinical research, genomics AI development, and drug discovery.
The collaboration will integrate NVIDIA's RAPIDS™ data science software, BioNeMo™ platform's generative AI models, and MONAI spatial cell imaging workflows with Illumina's Connected Analytics platform. In the first phase, they will focus on enabling DRAGEN algorithms on NVIDIA GPUs and incorporating NVIDIA's image processing and single-cell tertiary analysis tools into Illumina's multiomics module.
Illumina brings its expertise in AI for genomic interpretation, including SpliceAI, PrimateAI-3D, and Emedgene xAI algorithms, while expanding customer offerings with models developed by NVIDIA's Biology Foundation Model Research Team.
Illumina (NASDAQ: ILMN) ha annunciato una collaborazione strategica con NVIDIA per avanzare le piattaforme tecnologiche per l'analisi e l'interpretazione dei dati multiomici. Questa partnership combina le tecnologie di sequenziamento di Illumina e il software Connesso con gli strumenti di intelligenza artificiale di NVIDIA per accelerare i progressi nella ricerca clinica, nello sviluppo di IA genomica e nella scoperta di farmaci.
La collaborazione integrerà il software di data science RAPIDS™ di NVIDIA, i modelli di IA generativa della piattaforma BioNeMo™ e i flussi di lavoro di imaging cellulare spaziale MONAI con la piattaforma di analitica connessa di Illumina. Nella prima fase, si concentreranno sull'abilitazione degli algoritmi DRAGEN sulle GPU NVIDIA e sull'incorporazione degli strumenti di elaborazione delle immagini e analisi terziaria a singolo cellula di NVIDIA nel modulo di multiomica di Illumina.
Illumina porta la sua esperienza in IA per l'interpretazione genomica, incluse le algoritmi SpliceAI, PrimateAI-3D ed Emedgene xAI, espandendo contemporaneamente l'offerta ai clienti con modelli sviluppati dal Team di Ricerca sui Modelli Fondamentali di Biologia di NVIDIA.
Illumina (NASDAQ: ILMN) ha anunciado una colaboración estratégica con NVIDIA para avanzar en plataformas tecnológicas para el análisis e interpretación de datos multiómicos. Esta asociación combina las tecnologías de secuenciación de Illumina y el Software Conectado con las herramientas de IA de NVIDIA para acelerar el progreso en la investigación clínica, el desarrollo de IA en genómica y el descubrimiento de fármacos.
La colaboración integrará el software de ciencia de datos RAPIDS™ de NVIDIA, los modelos de IA generativa de la plataforma BioNeMo™ y los flujos de trabajo de imagen celular espacial MONAI con la plataforma de análisis conectado de Illumina. En la primera fase, se centrarán en habilitar los algoritmos DRAGEN en las GPU de NVIDIA e incorporar las herramientas de procesamiento de imágenes y análisis terciario de célula única de NVIDIA en el módulo de multiómica de Illumina.
Illumina aporta su experiencia en IA para la interpretación genómica, incluidos los algoritmos SpliceAI, PrimateAI-3D y Emedgene xAI, mientras expande la oferta para los clientes con modelos desarrollados por el Equipo de Investigación de Modelos Fundamentales de Biología de NVIDIA.
일루미나 (NASDAQ: ILMN)는 NVIDIA와의 전략적 협업을 발표하며, 다중 오믹스 데이터 분석 및 해석을 위한 기술 플랫폼을 발전시키고자 합니다. 이 파트너십은 일루미나의 염기 서열 분석 기술과 연결된 소프트웨어를 NVIDIA의 AI 도구와 결합하여 임상 연구, 유전체 AI 개발 및 약물 발견에서의 진전을 가속화합니다.
협업은 NVIDIA의 RAPIDS™ 데이터 과학 소프트웨어, BioNeMo™ 플랫폼의 생성 AI 모델 및 MONAI 공간 세포 이미징 워크플로를 일루미나의 연결 분석 플랫폼과 통합합니다. 첫 번째 단계에서는 NVIDIA GPU에서 DRAGEN 알고리즘을 활성화하고 NVIDIA의 이미지 처리 및 단일 세포 3차 분석 도구를 일루미나의 다중 오믹스 모듈에 통합하는 데 집중할 것입니다.
일루미나는 SpliceAI, PrimateAI-3D 및 Emedgene xAI 알고리즘을 포함한 유전자 해석을 위한 AI 전문 지식을 제공하며, NVIDIA의 생물학적 기본 모델 연구 팀이 개발한 모델로 고객의 제공 서비스를 확장합니다.
Illumina (NASDAQ: ILMN) a annoncé une collaboration stratégique avec NVIDIA pour faire avancer les plateformes technologiques pour l'analyse et l'interprétation des données multiomiques. Ce partenariat combine les technologies de séquençage d'Illumina et le logiciel connecté avec les outils d'IA de NVIDIA pour accélérer les progrès dans la recherche clinique, le développement de l'IA en génomique et la découverte de médicaments.
La collaboration intégrera le logiciel de science des données RAPIDS™ de NVIDIA, les modèles d'IA générative de la plateforme BioNeMo™ et les flux de travail d'imagerie cellulaire spatiale MONAI avec la plateforme d'analytique connectée d'Illumina. Dans la première phase, ils se concentreront sur l'activation des algorithmes DRAGEN sur les GPU de NVIDIA et l'incorporation des outils de traitement d'image et d'analyse tertiaire à cellule unique de NVIDIA dans le module multiomique d'Illumina.
Illumina apporte son expertise dans l'IA pour l'interprétation génomique, y compris les algorithmes SpliceAI, PrimateAI-3D et Emedgene xAI, tout en élargissant son offre aux clients avec des modèles développés par l'équipe de recherche des modèles fondamentaux de biologie de NVIDIA.
Illumina (NASDAQ: ILMN) hat eine strategische Zusammenarbeit mit NVIDIA angekündigt, um technologische Plattformen für die Analyse und Interpretation von multiomischen Daten voranzutreiben. Diese Partnerschaft vereint Illuminas Sequenzierungstechnologien und verbundene Software mit den KI-Tools von NVIDIA, um Fortschritte in der klinischen Forschung, der Entwicklung von Genomik-KI und der Arzneimittelentdeckung zu beschleunigen.
Die Zusammenarbeit wird die Datenwissenschaftssoftware RAPIDS™ von NVIDIA, die generativen KI-Modelle der BioNeMo™-Plattform und die MONAI-Workflows zur räumlichen Zellbildgebung mit der verbundenen Analytikplattform von Illumina integrieren. In der ersten Phase konzentrieren sich die Partner darauf, die DRAGEN-Algorithmen auf NVIDIA-GPUs zu aktivieren und die Bildverarbeitungs- sowie Einzelzellanalysesoftware von NVIDIA in das Multiomics-Modul von Illumina zu integrieren.
Illumina bringt seine Expertise in KI zur genomischen Interpretation mit, einschließlich der Algorithmen SpliceAI, PrimateAI-3D und Emedgene xAI, während zugleich das Kundenangebot mit Modellen erweitert wird, die von NVIDIA's Biology Foundation Model Research Team entwickelt wurden.
- Strategic partnership with NVIDIA to enhance genomic data analysis capabilities
- Integration of advanced AI tools to accelerate drug discovery and clinical development
- Expansion of DRAGEN algorithms to NVIDIA GPUs, increasing accessibility
- Enhancement of customer offerings with new AI models and analysis tools
- None.
Insights
The strategic partnership between Illumina and NVIDIA represents a significant technological leap in genomic analysis. Integration of NVIDIA's GPU-accelerated computing and AI capabilities with Illumina's sequencing technology creates a powerful synergy that could revolutionize drug discovery workflows. The collaboration's focus on DRAGEN algorithms optimization for NVIDIA GPUs suggests potential for dramatic improvements in processing speed and efficiency for genomic data analysis.
The integration of NVIDIA's RAPIDS and BioNeMo platform with Illumina's Connected Analytics infrastructure provides a robust foundation for advanced AI-driven genomic research. This technological convergence enables pharmaceutical companies to process and analyze complex multiomic data sets at unprecedented scales, potentially reducing drug discovery timelines and costs substantially.
This alliance strategically positions Illumina in the rapidly evolving AI-driven biotechnology landscape. The partnership addresses a critical market need for faster, more sophisticated genomic data analysis tools. By combining Illumina's established market presence in sequencing with NVIDIA's AI expertise, this collaboration could significantly expand Illumina's total addressable market in the pharmaceutical and clinical research sectors.
For investors, this represents a potential catalyst for long-term growth as it strengthens Illumina's competitive moat in the genomics space. The partnership could lead to increased adoption of Illumina's platforms by pharmaceutical companies, potentially driving recurring revenue through software licensing and data analysis services. Think of this as building a next-generation operating system for biological research - where Illumina provides the hardware (sequencers) and now, with NVIDIA, a more powerful software ecosystem.
The incorporation of foundation models in biological research marks a paradigm shift in genomic analysis. Illumina's existing AI tools (SpliceAI, PrimateAI-3D) combined with NVIDIA's BioNeMo platform creates an unprecedented opportunity for developing sophisticated biological AI models. This collaboration could accelerate the development of predictive models for cell state and gene transcription, potentially revolutionizing our understanding of disease mechanisms and drug responses.
The democratization aspect is particularly noteworthy - by making these advanced AI tools accessible through Illumina's Connected Analytics platform, the partnership could significantly lower the barrier to entry for advanced genomic research. This is similar to how cloud computing democratized access to computing resources, but now for complex biological data analysis.
Collaboration combines Illumina's sequencing technologies and Illumina Connected Software with NVIDIA tools to develop biological foundation models
To optimize analysis of the vast amounts of data involved in multiomic research, Illumina and NVIDIA will combine advancements in AI with multiomic data at scale. Leveraging Illumina's leading sequencing technology and informatics tools alongside NVIDIA's leading AI technology, the partnership aims to accelerate drug discovery and clinical development, delivering powerful tools to help pharmaceutical companies identify new and better drug targets.
Illumina's leading sequencing technology—as well as its menu of DRAGEN-powered multiomics offerings, genomics AI tools, and Illumina Connected Analytics platform—has streamlined genomic data generation and analysis. Illumina has invested in AI for genomic interpretation, developing the leading SpliceAI, PrimateAI-3D, and Emedgene xAI algorithms.
Now, in addition to its own efforts, Illumina will look to expand its customer offerings with models developed by the NVIDIA Biology Foundation Model Research Team and partners. Customers will also be able to leverage these models with their own proprietary datasets to improve the performance for biologically relevant tasks of interest, such as cell state or gene transcription prediction.
With this new partnership, the global R&D community can tap into rich genomic data by integrating NVIDIA RAPIDS™ accelerated data science software with the NVIDIA BioNeMo™ platform's generative AI models and fine-tuning capabilities for proprietary datasets, as well as MONAI for spatial cell imaging workflows. Illumina and NVIDIA will work to make these tools accessible on the Illumina Connected Analytics platform.
"Over the past 20 years, Illumina has democratized sequencing, and with the progress in AI and multiomic analysis, we are enabling customers to derive novel insights for their applications," said Rami Mehio, head of global software and informatics at Illumina. "This collaboration with NVIDIA moves us closer to that vision. This is also part of our commitment to continue to enrich our analysis and interpretation tools that will enable deeper biological insights, delivering total workflow solutions for our customers."
"AI and data science will find their most profound application in genomics," said Rory Kelleher, senior director, global head of Business Development, Healthcare and Life Sciences at NVIDIA. "Combining Illumina's world-leading sequencing and analytics platforms with NVIDIA's accelerated computing and AI, we will drive the next generation of genomics interpretation and democratize genomics for drug discovery through AI-powered insights."
In the first phase of the collaboration, Illumina and NVIDIA will work toward enabling DRAGEN algorithms on NVIDIA GPUs. Bringing Illumina DRAGEN to NVIDIA accelerated computing will expand the accessibility of Illumina multiomics analysis. The two companies will also work to incorporate NVIDIA's image processing and single-cell tertiary analysis tools onto the Illumina Connected Software multiomics module.
Use of forward-looking statements
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About Illumina
Illumina is improving human health by unlocking the power of the genome. Our focus on innovation has established us as a global leader in DNA sequencing and array-based technologies, serving customers in the research, clinical, and applied markets. Our products are used for applications in the life sciences, oncology, reproductive health, agriculture, and other emerging segments. To learn more, visit illumina.com and connect with us on X, Facebook, LinkedIn, Instagram, TikTok, and YouTube.
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SOURCE Illumina, Inc.
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