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Illustration showing a bacterial cell (top, left), DNA strand (top, middle), and antibody (top, right) being used as inputs into a visual representation of a neural network that has dark blue, light blue, and green nodes. There is a blue glass vial with a syringe at the bottom, representing a new vaccine as the output of the model. The background is black.
| 10+ min read
Machine learning models expedite vaccine research and development by digging through haystacks of data to find the best needle.

antigens

Many spiral-shaped orange Borrelia bacteria.

Fragments of Lyme Disease Bacteria Linked to Liver Dysfunction

An artist’s rendering of an antigen-presenting cell against a reddish background.

How Does the Gut Immune System Distinguish Between Friends and Foes?

A slice of rat brain showing various labelled proteins, such as the neurotransmitters dopamine (yellow) and acetylcholine (magenta).

A New Protein-Labeling Technique to Study Intact Organs

Discover How Fluorochrome Properties Affect Flow Panel Design

How to Improve Flow Cytometry Panel Design

Discover How Scientists Use Spectral Flow Cytometry to Design Larger and More Flexible Panels

Unmixing the Fundamentals of Spectral Flow Cytometry

Antibody article cover image

Seven Tips for Selecting the Perfect Antibody

Move Over, Proteins! Exploring Lipids in Adaptive Immunity

T cell antigen binding site

Multiple Targets, Infinite Possibilities

Myeloma and B cells fusing to form an antibody-producing hybridoma.

Hybridoma Technology for Monoclonal Antibody Production

Trending

A team of cartoon scientists studying a giant pancreas.

Prolonged GLP-1 Exposure Remodels Gene Expression in the Pancreas by Flipping a Molecular Switch

Image of a Diploptera punctata cockroach.

Cockroach Milk Proteins Churn Out an Ig Nobel Win

Photo of John Calhoun crouches within his rodent utopia-turned-dystopia

Universe 25 Experiment

A drawing of men and women holding boxes, resigning en mass from their jobs as editors.

Editors Mass Resign from Elsevier Journal After Editor-in-Chief Let Go

Multimedia

Essential Genes Are Dominantly Activated by Single Transcription Factors

Essential Genes Are Dominantly Activated by Single Transcription Factors

EpiCypher Logo
Rethinking ALS Biomarkers: From Discovery to Clinical Impact

Rethinking ALS Biomarkers: From Discovery to Clinical Impact

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The Scientist Digest cover September 2026
September 2026

Multiplex Microscopy Becomes Easier with Encoded Antibodies

A new system that enables researchers to uniquely tag monoclonal antibodies for use in microscopy could help simplify complex imaging studies.

View this Issue
Essential Genes Are Dominantly Activated by Single Transcription Factors

Essential Genes Are Dominantly Activated by Single Transcription Factors

EpiCypher Logo
Rethinking ALS Biomarkers: From Discovery to Clinical Impact

Rethinking ALS Biomarkers: From Discovery to Clinical Impact

Alamar Biosciences logo
Engineering CAR-Neutrophils In Vivo to Target Glioblastoma

Engineering CAR-Neutrophils In Vivo to Target Glioblastoma

Miltenyi
Best Practices for qPCR Assay Design and Optimization

Best Practices for qPCR Assay Design and Optimization

Bio-Rad

Products

Closeup image of a multi channel pipette dispensing pink liquid into a 96-well plate.

The ASSIST PLUS pipetting robot for affordable workflow automation

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Single cells in suspension

Rapidly isolate primary cells and make uniform single-cell suspensions with Corning® Cell Strainers

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CellBrite® Steady Membrane Stain: Cell surface staining built for real-time imaging

Biotium
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Monod Bio Licenses AI-designed Protein Technologies to SignalChem Biotech for Custom Discovery Assays