Remove Bioinformatics Remove Information Remove Treatment
article thumbnail

Scientific workflow for hypothesis testing in drug discovery: Part 1

Drug Target Review

Without this information, the interpretation of the dataset may be speculative or lead to inaccurate conclusions. In cases where control or treatment groups show large variability, this could reflect true biological responses to a treatment, and removing such data could reduce the accuracy of the analysis.

RNA 52
article thumbnail

From siloed data to breakthroughs: multimodal AI in drug discovery

Drug Target Review

Drug development faces significant challenges: long timelines, high costs , complex processes and low probabilities of success (PoS), exacerbated by the shift towards more complex molecules, biologics and cell and gene therapies, hindering patient access to vital treatments.

Drugs 65
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Therapeutic Oligos 2025 Keynote Speakers Announced

Elrig

Prof Rory Johnson is an Associate Professor at University College Dublin, where his research focusses on uncovering the roles of long noncoding RNAs (lncRNAs) in human health and disease using an interdisciplinary combination of bioinformatic and experimental methods.

RNA 59
article thumbnail

Fixing failed drugs: AI solutions for toxicity in drug discovery – part 1

Drug Target Review

.” The scale and impact of the toxicity challenge According to Hosseini-Gerami’s research, approximately 56 percent of drug candidates fail due to safety problems, representing an enormous waste of scientific effort, investment capital and – most importantly – potential treatments for patients.

Drugs 65
article thumbnail

Breaking Barriers in Solid Tumor Research: Precision Medicine & Strategic Operations

Conversations in Drug Development Trends

This variability complicates eligible participant identification and the development of effective treatments, as traditional recruitment methods often result in slow enrollment and high screen-fail rates.

article thumbnail

What Makes a Mature Science

Codon

“Our Microscope informs us that the substance of Cork is altogether fill'd with Air,” he wrote, “perfectly enclosed in little Boxes or Cells distinct from one another.” We need to help the Spinozas of bioinformatics grind out new lenses. A mature science, this was not. This has been extremely difficult to do.

Science 79
article thumbnail

Biochemical assays and deep cyclic inhibition in cancer treatment

Drug Target Review

Molecular-level biochemical assays like transcriptomics, genomics and proteomics have emerged as valuable tools for identifying potential targets in cancer treatment through deep cyclic inhibition (DCI). Importantly, transcriptomics information shows that certain aspects of a disease change the gene expression profile.