Artikel

Tiefgreifende Analyse der programmierbaren Arzneimittelforschung

AI-Driven Drug Design

15. Jan. 2025 · 8 Min. Lesezeit

Generative AI for De Novo Molecular Design: A 2026 Perspective

A comprehensive analysis of how generative AI models are transforming de novo molecular design, with the latest methods, tools, and clinical implications.

generative AI molecular design deep learning

AI-Driven Drug Design

16. Jan. 2025 · 7 Min. Lesezeit

AlphaFold 3 and Its Impact on Structure-Based Drug Design

How DeepMind's AlphaFold 3 is revolutionizing structure-based drug design through protein-ligand complex prediction.

AlphaFold protein structure drug design

AI-Driven Drug Design

18. Jan. 2025 · 7 Min. Lesezeit

AI-Identified Drug Targets: From PandaOmics to Clinical Trials

Exploring how AI platforms like PandaOmics identify novel drug targets and accelerate their journey to clinical trials.

drug targets PandaOmics clinical trials

AI-Driven Drug Design

20. Jan. 2025 · 8 Min. Lesezeit

Machine Learning ADMET Prediction: Methods and Tools

A comprehensive guide to ML-based ADMET prediction methods, tools, and their role in reducing late-stage drug failures.

ADMET machine learning pharmacokinetics

AI-Driven Drug Design

22. Jan. 2025 · 7 Min. Lesezeit

The First AI-Designed Drug in Phase III: Rentosertib Case Study

A detailed case study of rentosertib (INS018_055), the first AI-designed drug to reach Phase III clinical trials.

rentosertib INS018_055 Insilico Medicine

Computational Pharmacology

23. Jan. 2025 · 8 Min. Lesezeit

Free Energy Perturbation (FEP) in Lead Optimization

An in-depth analysis of FEP methods for predicting binding free energies and their transformative role in lead optimization.

FEP binding affinity lead optimization

Computational Pharmacology

24. Jan. 2025 · 7 Min. Lesezeit

Molecular Dynamics Simulation for Drug Discovery

How molecular dynamics simulations reveal protein flexibility and dynamics to guide drug design decisions.

molecular dynamics protein flexibility drug design

Computational Pharmacology

25. Jan. 2025 · 7 Min. Lesezeit

Quantum Computing Applications in Pharmaceutical Research

Exploring how quantum computing is beginning to transform drug discovery, from quantum chemistry to molecular simulation.

quantum computing quantum chemistry drug discovery

Computational Pharmacology

26. Jan. 2025 · 7 Min. Lesezeit

Cryo-EM Revolutionizing Structure-Based Drug Design

How cryo-electron microscopy is transforming drug discovery by enabling structural determination of previously intractable drug targets.

cryo-EM structural biology membrane proteins

Computational Pharmacology

27. Jan. 2025 · 8 Min. Lesezeit

In Silico Toxicity Prediction: Current State and Future

A comprehensive review of computational toxicity prediction methods, from QSAR to deep learning, and their regulatory acceptance.

toxicity prediction QSAR in silico

Programmable Biology

28. Jan. 2025 · 7 Min. Lesezeit

Programmable Proteins: Logic-Gate Drug Delivery Systems

Engineering proteins with Boolean logic operations for spatially and temporally controlled drug delivery.

programmable proteins logic gates drug delivery

Programmable Biology

29. Jan. 2025 · 7 Min. Lesezeit

Programmable Peptides as Molecular Scaffolds: Engineering and Applications

How engineered peptide scaffolds are enabling programmable therapeutics with tunable specificity and function.

peptides molecular scaffolds protein engineering

Programmable Biology

30. Jan. 2025 · 8 Min. Lesezeit

PROTAC Technology: Programmable Protein Degradation

How PROTACs harness the ubiquitin-proteasome system for targeted protein degradation, expanding the druggable proteome.

PROTAC protein degradation ubiquitin

Programmable Biology

31. Jan. 2025 · 7 Min. Lesezeit

Prodrug Strategies: From Classical to AI-Driven Design

A comprehensive review of prodrug strategies from traditional chemical modification to AI-driven molecular design.

prodrugs drug activation AI design

Programmable Biology

1. Feb. 2025 · 8 Min. Lesezeit

Antibody-Drug Conjugates (ADCs): Engineering the Next Generation

How next-generation ADCs are overcoming first-generation limitations through site-specific conjugation, novel payloads, and AI optimization.

ADC antibody-drug conjugates targeted therapy

Industry & Regulatory

2. Feb. 2025 · 8 Min. Lesezeit

FDA-EMA Joint AI Framework for Drug Development: What It Means

Analysis of the emerging FDA-EMA regulatory framework for AI in drug development and its implications for the pharmaceutical industry.

FDA EMA AI regulation

Industry & Regulatory

3. Feb. 2025 · 7 Min. Lesezeit

AI Drug Discovery Market: $1.95B to $34B by 2035

A data-driven analysis of the AI drug discovery market, key growth drivers, and investment trends through 2035.

market analysis AI drug discovery investment

Industry & Regulatory

4. Feb. 2025 · 7 Min. Lesezeit

Drug Repurposing in the AI Era: Strategies and Success Stories

How AI is transforming drug repurposing from serendipity to systematic discovery, with notable success stories.

drug repurposing repositioning AI

Industry & Regulatory

5. Feb. 2025 · 7 Min. Lesezeit

Precision Medicine and Pharmacogenomics: AI-Driven Approaches

How AI is enabling precision medicine through pharmacogenomics, biomarker discovery, and patient stratification.

precision medicine pharmacogenomics biomarkers

Industry & Regulatory

6. Feb. 2025 · 8 Min. Lesezeit

The Cost of Drug Development: How AI Is Changing the Economics

A comprehensive analysis of drug development costs and how AI is reshaping the economics of pharmaceutical R&D.

drug development cost AI economics R&D