Form Bio Blog

Updates and perspectives from our industry experts, scientists and product leaders.

AI, Genetic Engineering and Gene Therapy: The Next Frontier in Life Science Innovation

Uncover the emerging role of AI in gene therapy and how it is paving the way for groundbreaking advancements.

Form Bio and Google Team Up To Streamline Multiomics and Accelerate Precision Medicine

Discover how Form Bio and Google Cloud’s Multiomics Suite will empower life scientists to accelerate research, development, and pre-clinical studies in personalized medicine and gene therapies.

Featured

Vector Design

Leveraging AI Models To Improve Safety of Gene Therapy

Learn how predictive modeling can generate synthetic regulatory sequences for safer and more efficacious gene therapies.

Featured

Biomanufacturing

Form Bio Applauds The White House’s New Goals and Priorities Promoting Growth of Domestic Cell and Gene Therapy Biomanufacturing

We support the commitment of the Biden-Harris Administration to address global issues through biomanufacturing innovation. Learn more.

Featured

Vector Design

New Study Finds Large Language Models Applied to DNA Sequences Enabled Accurate Molecular Phenotype Prediction

Recent published research is bringing us one step closer to predicting molecular phenotypes from a DNA sequence. Read this blog to learn more.

Accelerating Gene Therapy Development through Multiomics Data Analysis and Streamlined Application of AI

Featured

Artificial Intelligence

Accelerating Gene Therapy Development through Multiomics Data Analysis and Streamlined Application of AI

Chris Haas

September 20, 2023

2023-09-20

The integration of AI and multiomics data insight generation is accelerating gene therapy development. Learn more.

Featured

Vector Design

The Role of Viral Vector Design in Gene Therapy Development

Jill Roughan, PhD

August 15, 2023

2023-08-15

Explore the role of viral vectors in gene therapy, and learn more about their design, function, and impact on treatments for genetic disorders.

Validating Computational Models with Real World Biological Experiments

Featured

Artificial Intelligence

Validating Computational Models with Real World Biological Experiments

Amicia Elliott, PhD

August 9, 2023

2023-08-09

Discover how the fusion of wet lab data and AI is propelling life science and gene therapy research forward. Explore the cutting-edge advancements in this field and unlock new possibilities.

Perspectives on Optimizing DNA Based Large Language Models

Featured

Artificial Intelligence

Perspectives on Optimizing DNA Based Large Language Models

Austin Day, PhD

July 26, 2023

2023-07-26

Despite having access to diverse data and a vast number of parameters, new DNA large language models often struggle to learn hard tasks. Our AI expert, Austin, shares his insights on the possible reasons why.

The Gene Therapy Developer's Introduction to AI and Computational Life Sciences

Featured

Artificial Intelligence

The Gene Therapy Developer's Introduction to AI and Computational Life Sciences

Jill Roughan, PhD

May 29, 2023

2023-05-29

Discover the progression of AI from inception to present-day, and how it powers the efficient analysis of big data, revolutionizes gene therapy development, and advances biomanufacturing.

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Biomanufacturing

De-Risking Gene Therapy Biomanufacturing Early to Unlock Late-Stage Success and Cost Savings

Claire Aldridge, PhD

May 15, 2023

2023-05-15

Our Chief Strategy Officer, Claire Aldridge, PhD, explores the growing trend of early integration of biomanufacturing design to cut costs and time-to-market while improving patient access to gene therapy.

Maximizing Therapeutic Efficacy Through Codon Substitution Design

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Vector Design

Maximizing Therapeutic Efficacy Through Codon Substitution Design

Sasha Maslova

April 18, 2023

2023-04-18

Get insights from Sasha, our Artificial Intelligence (AI) Scientist, on a newly published article describing the potential undesirable effects of synonymous codon substitution and the role of computational methods to overcome these challenges.

Featured

Biomanufacturing

The Power of Integrating Single-Cell Multi-Omic Analysis to Accelerate Cell and Gene Therapy Biomanufacturing

Jill Roughan, PhD

April 4, 2023

2023-04-04

Single-cell analysis techniques and multi-omics are providing a newfound understanding of hidden complexity in biological systems, revolutionizing the biomanufacturing process for cell and gene therapies. Here’s how.

Exploring the Versatility of the Latest Transformer Architecture Variants and Their Implications for Gene Therapy Developers

Featured

Artificial Intelligence

Exploring the Versatility of the Latest Transformer Architecture Variants and Their Implications for Gene Therapy Developers

Austin Day, PhD

March 22, 2023

2023-03-22

Continuing our blog series on Transformer architectures and their use in gene therapy applications, we explore the latest variants’ size and speed improvements.

Applying DeepMind's Transformer Architecture to Optimize AAV Constructs

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Vector Design

Applying DeepMind's Transformer Architecture to Optimize AAV Constructs

Nick Ketz, PhD

March 8, 2023

2023-03-08

Transformer based architectures are uniquely efficient and powerful when used to process structured data. Read this blog to learn how they can be customized, adapted and applied to AAV construct optimization.

What’s Next for Viral Vectors Within Gene Therapy Clinical Trials

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Vector Design

What’s Next for Viral Vectors Within Gene Therapy Clinical Trials

Jill Roughan, PhD

February 23, 2023

2023-02-23

In this article, we take a look at the role of viral vectors in gene therapy, including current challenges, clinical trials and leveraging artificial intelligence to advance the field.

7 Powerful Ways to Visualize RNA-Seq Data for Gene Therapy Development

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Bioinformatics

7 Powerful Ways to Visualize RNA-Seq Data for Gene Therapy Development

Jill Roughan, PhD

February 14, 2023

2023-02-14

Want to know more about the foundational types and common tools to use for RNA-Seq data visualization in gene therapy development? Read this blog to find out.

Form Bio Resources

Biomanufacturing

Recent Advancements in AAV Production Process for Gene Therapy Manufacturing

Jill Roughan, PhD

August 6, 2024

Explore the AAV production process for gene therapy manufacturing, as well as the techniques and efficiency improvements to enhance AAV payload purity.

Artificial Intelligence