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AI in target identification

Target identification and assessment in the era of AI

This Review in the July issue discusses the application of AI-driven approaches for therapeutic target exploration, including challenges, limitations and case studies.      

  • Frank W. Pun
  • Dmitriy Podolskiy
  • Alex Zhavoronkov
Review Article

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    • Design, simulate, refine: simulation-guided clinical trials for accelerated drug development

      Simulation-guided clinical trial design can enable identification of the optimal design to bring safe and effective therapies to patients as efficiently as possible, and it is particularly useful when exploring innovative strategies such as adaptive designs and master protocols. This Perspective discusses the value of trial simulations from the perspective of different stakeholders involved in drug development, presents best-practice recommendations, and highlights case studies that illustrate the impact of the approach.

      • Elias Laurin Meyer
      • Tim Friede
      • Franz König
      Perspective
    • Towards mRNA therapeutics 2.0

      mRNA technology is being applied to develop a new generation of therapies for rare and common diseases. This Review discusses insights from clinical studies on mRNA-based therapeutics, including enzyme replacement therapies, cancer immunotherapies, genome-modifying therapies and immune cell reprogramming therapies, which illustrate how technological advances are paving the way for the wider adoption of mRNA technology in drug development.

      • Kenneth R. Chien
      • Kylie S. Foo
      • Nevin Witman
      Review Article
    • Targeting claudins in cancer

      Claudins are emerging as clinically actionable targets in cancer, exemplified by the approval of CLDN-18.2-directed therapy. This review examines the biological basis and therapeutic exploitation of claudins, highlighting diverse targeting modalities and the shift towards leveraging tight junction components as tumour-selective entry points for precision oncology strategies.

      • Yuki Niwa
      • Shunsuke Matsushita
      • Masuo Kondoh
      Review Article
    • Realizing the potential of agonistic antibody immunotherapy

      Agonistic antibodies initiate signalling by the receptors they target, mimicking the activities of native ligands. This Review discusses the clinical successes and failures of agonistic antibodies and explains how recent mechanistic insights should broaden the scope and improve the safety and efficacy of immunotherapies based on these agents.

      • Mark S. Cragg
      • Xiaojie Yu
      • Simon J. Davis
      Review Article
    • Autophagy modulation in cancer

      Autophagy has a highly complex and context-dependent role in cancer, challenging the development of autophagy-modulating strategies. This Review discusses the potential of targeting autophagy to counteract malignant transformation, prevent disease progression and enable anticancer immunosurveillance. Existing and emerging pharmacological strategies and the associated limitations are critically presented.

      • Emma Guilbaud
      • Kevin M. Ryan
      • Lorenzo Galluzzi
      Review Article
Protein molecules, illustration.

Advances in protein technologies

Here you will find a mix of company profiles and analysis focusing on harnessing proteins for therapeutic use.
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