Roman Kasianov

Director, Head of Content at BiopharmaTrend    

Biotech business developer with a foundation in psychology and PR. Facilitating collaborations, connecting innovation with effective communication in publishing and analytics.

Author in
Marketing & E-commerce   AI & Digital   Bioeconomy & Society   Startups & Deals   NeuroTech   Clinical Trials   Biotech   Manufacturing & Pharma 4.0   Tools & Methods   HealthTech   Aging & Longevity   Contract Research   Novel Therapeutics  


Recent articles from Roman

Tempus Introduces Loop, an AI-Driven Platform for Target Discovery and Validation

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Tempus Introduces Loop, an AI-Driven Platform for Target Discovery and Validation

Tempus AI, Inc. (NASDAQ: TEM) announced the launch of Tempus Loop, a proprietary oncology-focused platform designed to streamline target discovery and validation by integrating real-world patient data (RWD), human-derived biological models, and high-throughput CRISPR-based functional screens. 

The platform aims to address persistent challenges in translating preclinical findings into successful patient treatments, an area where the industry still sees a 90% failure rate.

Potato Lands $4.5M to Automate Lab Work with AI and Robots

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Potato Lands $4.5M to Automate Lab Work with AI and Robots

Seattle-based startup Potato has raised $4.5 million in seed funding to accelerate development of its AI platform for automating scientific research. The company, founded in 2023 by neuroscientist Nick Edwards and technologist Ryan Kosai, is developing agent-driven systems to support a closed-loop model of science—from hypothesis generation to experimental execution and analysis.

The company name references the potato battery experiment—a nod to building complex tools from simple foundations.

Tempus, AstraZeneca, and Pathos Partner to Build Oncology Foundation Model Using Multimodal Data

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Tempus, AstraZeneca, and Pathos Partner to Build Oncology Foundation Model Using Multimodal Data

Tempus has announced new multi-year agreements with AstraZeneca and Pathos AI to co-develop what is described as the largest multimodal foundation model in oncology. 

The model will be trained on Tempus’ de-identified oncology datasets and is intended to support research across biological insight generation, target discovery, and therapeutic development. All three partners will have access to the resulting model for use in their respective R&D efforts. The deal includes $200 million in combined fees for data licensing and model development.

Elix and PRISM BioLab Partner to Tackle Hard-to-Drug Protein Targets with AI

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Elix and PRISM BioLab Partner to Tackle Hard-to-Drug Protein Targets with AI

Elix and PRISM BioLab have announced a partnership aimed at advancing drug discovery for protein-protein interaction (PPI) targets—an area long considered difficult to address with small molecules. The collaboration brings together Elix’s AI-driven compound design capabilities and PRISM BioLab’s small molecule scaffolds that mimic structural motifs found in intracellular protein interfaces.

Finalists Announced for $10M Coller Dolittle Challenge on AI-Powered Interspecies Communication

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Finalists Announced for $10M Coller Dolittle Challenge on AI-Powered Interspecies Communication

The Coller Dolittle Challenge has announced its shortlist of four research teams competing for its inaugural $100,000 annual prize, part of a long-term effort to develop scientifically rigorous models of two-way interspecies communication using artificial intelligence. 

Backed by the Jeremy Coller Foundation and administered by Tel Aviv University, the challenge offers a $10 million Grand Prize to any team that achieves sustained, autonomous communication with a non-human species—defined as an animal initiating communication independently, without recognizing the presence of a human recipient.

BayPine Acquires Clinical Trial Network CenExel, Plans Digital Infrastructure and AI Expansion

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BayPine Acquires Clinical Trial Network CenExel, Plans Digital Infrastructure and AI Expansion

CenExel Clinical Research, a U.S. site network specializing in complex therapeutic areas such as central nervous system (CNS) disorders, will be acquired by BayPine, a private investment firm focused on digital transformation.

Under the agreement, BayPine will become the majority shareholder, with existing investor Webster Equity Partners retaining a minority stake alongside company leadership. Financial terms were not disclosed; the deal is expected to close in the second quarter of 2025, subject to regulatory approval.

Biostate AI to Develop Predictive Models for Multiple Sclerosis Using Transcriptomic Data

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Biostate AI to Develop Predictive Models for Multiple Sclerosis Using Transcriptomic Data

Biostate AI, a startup building AI models from RNA sequencing data, has partnered with the Accelerated Cure Project (ACP) to develop next-generation predictive tools for multiple sclerosis (MS). 

The collaboration will use transcriptomic data from ACP’s biorepository—one of the largest MS-focused collections globally—to train transformer-based AI models aimed at forecasting disease progression and treatment response. The initiative marks Biostate AI’s entry into neuroimmunology and expands its portfolio of disease-specific generative models.

Scotland Launches ‘AI Discovery’ to Foster DeepTech AI Startups for NHS Healthcare Innovation

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Scotland Launches ‘AI Discovery’ to Foster DeepTech AI Startups for NHS Healthcare Innovation

A new programme titled AI Discovery has been launched in Scotland to bridge advanced academic research with real-world healthcare applications through AI-enabled startups. Led by CodeBase through its government-backed Techscaler initiative, the programme is a collaboration with the University of Edinburgh, the University of Glasgow, and NHS Scotland. It is designed to help postgraduate students apply AI research to pressing challenges in healthcare, particularly within the NHS.