Machine Learning News and Research

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Machine Learning Enhances Manufacturing of Complex Protein Drugs

Industrial yeasts are a powerhouse of protein production, used to manufacture vaccines, biopharmaceuticals, and other useful compounds.

18 Feb 2026

Machine Learning Model Accelerates Manufacturing Timeline of Monoclonal Antibodies

As instigators of immunity, monoclonal antibodies are marvels of modern medicine, lab-made proteins that can treat cancers, autoimmune diseases, and many other conditions.

10 Feb 2026

AI Decodes Evolutionary Programs Shaping the Mammalian Cerebellum

Artificial intelligence allows tracing the evolution of genetic control elements in the developing mammalian cerebellum.

31 Jan 2026

New Method Designs Highly Active and Stable Enzymes

Enzymes with specific functions are becoming increasingly important in industry, medicine and environmental protection.

24 Jan 2026

New Algorithms Automate Counting of Sister Chromatid Exchanges in Microscope Images

Researchers from Tokyo Metropolitan University have developed a suite of algorithms to automate the counting of sister chromatid exchanges (SCE) in chromosomes under the microscope. Conventional analysis requires trained personnel and time, with variability between different people.

12 Jan 2026

Machine Learning Models Identify Early Metabolic Shifts

Acute systemic inflammation has long been suspected to trigger harmful processes within the brain, contributing to neurodegenerative disorders such as Alzheimer's and Parkinson's disease. A new study published online in the Journal of Proteome Research on November 30, 2025, led by Professor Kei Zaitsu from the Faculty of Biology-Oriented Science and Technology, Kindai University, Japan, now provides compelling evidence that such inflammation causes region-specific metabolic disruption, identifying biochemical pathways that fail during the early stages of neuroinflammation.

22 Dec 2025

Unveiling the Secrets of Microbial Life on Fresh Lava

Life has a remarkable ability to recover, even in the aftermath of devastating occurrences such as forest fires or volcanic eruptions.

19 Dec 2025

Environmental Fluctuations Can Help or Hinder Evolution

Every living being must cope with a changing world-summer gives way to winter, one year it floods and the next is a drought.

18 Dec 2025

Nearly 1/3 of Pesticides and Industrial Chemicals Harm Gut Bacteria

A study reveals that common pesticides and industrial chemicals inhibit gut bacteria, highlighting risks to health and the need for revised safety assessments.

5 Dec 2025

New Tool Predicts Which Intrinsically Disordered Regions Drive Condensate Formation

Fusion oncoproteins arise when a gene fuses with another gene and acquires new abilities. Such abilities can include the formation of biomolecular condensates, "droplets" of concentrated proteins, DNA or RNA.

4 Dec 2025

Capturing a Self-Splicing Ribozyme in Motion

RNA is a central biological macromolecule, now widely harnessed in medicine and nanotechnology. Like proteins, RNA function often depends on its precise three-dimensional structure.

28 Nov 2025

Targeting Rhoa to Restore Function in Hematopoietic Stem Cells

Aging is defined as the deterioration of function overtime, and it is one of the main risk factors for numerous chronic diseases.

25 Nov 2025

Cellarity's AI Model Predicts Drug Induced Liver Injury

Cellarity, a clinical-stage biotechnology company developing Cell State-Correcting therapies through integrated multi-omics and AI modeling, today announced the publication of a seminal manuscript in Nature Communications, which describes a novel framework for the prediction and characterization of drug-induced liver injury (DILI), along with open-source posting of the model and validation data.

14 Nov 2025

AlphaSync Brings Continuous Updates to Global Protein Structure Predictions

The shape, or structure, of proteins determines how they work, making it essential for researchers to have access to high-quality structural models.

12 Nov 2025

Two Genetic Mapping Approaches Reveal Distinct Sides of Disease Biology

The two main approaches for discovering disease genes reveal distinct aspects of biology, a new study shows.

6 Nov 2025

Protein Dysfunction Could be the Cause of Diseases Resulting From Shortened Telomeres

New research from the University of Wisconsin–Madison reveals that dysfunction in a protein essential to maintaining stability in our chromosomes may be responsible for serious - and sometimes deadly - diseases.

31 Oct 2025

Light-Based Sensor Continuously Detects Vaccine Quality

A group of researchers from Purdue University and Merck & Co. Inc., referred to as Merck Sharp & Dohme Corp. in regions outside the U.S. and Canada, has recently unveiled a novel analytical tool that may assist pharmaceutical companies in enhancing vaccine production through expedited monitoring and analysis.

29 Oct 2025

New AI Model Unlocks the Therapeutic Potential of Lasso Peptides

In the hunt for new therapeutics for cancer and infectious diseases, lasso peptides prove to be a catch.

17 Oct 2025

Task-Specific Machine Learning Architecture Enhances Drug Discovery Accuracy

The drug development pipeline is a costly and lengthy process. Identifying high-quality "hit" compounds-those with high potency, selectivity, and favorable metabolic properties-at the earliest stages is important for reducing cost and accelerating the path to clinical trials.

17 Oct 2025

Study Reveals How Lymphatic Cells Preserve Immune Memory

A study published today in Nature Communications describes how lymphatic endothelial cells assist in generating robust immune memory, offering new insights into how the immune system functions.

26 Sep 2025