A Landscape of Artificial Intelligence (AI) In Pharmaceutical R&D

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7 Notable AI Companies in Clinical Research to Watch in 2020

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7 Notable AI Companies in Clinical Research to Watch in 2020

The clinical trial is a critical stage of drug development workflow, with an estimated average success rate of about 11% for drug candidates moving from Phase 1 towards approval. Even if the drug candidate is safe and efficacious, clinical trials might fail due to the lack of financing, insufficient enrollment or poor study design. [Fogel DB. 2018].  

Artificial Intelligence (AI) is increasingly perceived as a source of opportunities to improve operational efficiency of clinical trials, and minimize clinical development costs.  Typically AI vendors offer their services and expertises in the three main areas. AI start-ups in the first area help to unlock information from disparate data sources, such as scientific papers, medical records, disease registries, and even medical claims by applying Natural Language Processing (NLP). This can support patient recruitment and stratification, site selection, improve clinical study design and understanding of diseases mechanisms. As an example, about 18 % of clinical studies fail due to insufficient recruitment, as 2015 study reported.

The Increasing Potential of Virtual Reality in Drug Design

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The Increasing Potential of Virtual Reality in Drug Design

Using virtual reality (VR) for manipulating 3D models of molecules in the context of drug design is an emerging technological opportunity, which increasingly grabs attention among scientists at biotech startups, and larger pharmaceutical organizations. 

Microbiome: Can Human Microbes Become A Panacea?

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Microbiome: Can Human Microbes Become A Panacea?

The microbiome is implicated in a number of metabolic pathways and communicates closely with our body in health and diseases. Imbalance of microflora is linked to obesity, diabetes, allergies, cancer, and even depression and autism. However, these facts have been ignored for decades. But today, the microbiome market is catching up, attracting considerable investments. The Wall Street Journal reported in 2018 that “from 2011 through 2015, venture funding in microbiome firms soared 458.5 percent to $114.5 million, while overall venture investment grew 103.4 percent to $75.29 billion. 

Top Companies At The Forefront Of RNA Therapeutics Development

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Top Companies At The Forefront Of RNA Therapeutics Development

Alongside the topic of gene editing technologies that keeps making headlines these days, there is also a wave of breakthroughs in the field of RNA-targeting medicines, primarily falling into the following two categories: antisense oligonucleotides (ASO), and RNA interference (RNAi) technologies. (another promising approach, dealing with editing RNA itself by ADAR enzymes, is not covered in this post). 

A Race For Better Gene Editing Tech Is On

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A Race For Better Gene Editing Tech Is On

A transformative technology for gene editing - clustered regularly interspaced short palindromic repeats (CRISPR) -- has become ubiquitous, at least in research laboratories, where scientists efficiently adopted CRISPR technology to manipulate genes of interest. Still, applying it for humans is associated with greater risks and faces ethical issues. However, alongside a too reckless experiment of a Chinese scientist who edited babies’ genomes, plenty of companies have made well-thought progress toward transferring gene editing technologies into the clinic. Here we make a brief but pithy review on up-to-date gene editing approaches and start-up companies active in this area.

A Market Review Of DNA-encoded Libraries Technology In Drug Discovery

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A Market Review Of DNA-encoded Libraries Technology In Drug Discovery

The interest of pharma organizations in DNA-encoded chemical libraries (DEL) technology has been growing over the years, with numerous pharma organizations now having their own screening programs using DELs, or outsourcing capabilities from specialized DEL providers.

This report provides a bird's view on the DEL market, including a brief summary of DEL technology benefits and limitations, key players, major research deals, and several examples of successful hit discovery programs using DELs.