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Latest Articles

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Stop Blaming Yourself: 3 Troubleshooting Tools For When Experiments Go Wrong

Ever re-run the same experiment three times just to keep getting “bad” results? In reality, no result is “bad” and experiments never “fail”. Instead, they produce data; sometimes that data is clear, sometimes it is not. After running an experiment, your results are either conclusive or inconclusive, and an inconclusive result is not useless. If…

Overcoming Challenging Targets: What To Do When Midpoint CTE Returns Inconclusive Results

Midpoint CETSA is a common method for assessing target engagement by measuring protein stability at a single temperature, but it can obscure important mechanistic differences in complex proteins. This article explains how multi-temperature CETSA profiles reveal conformational state-specific binding, improving compound ranking and selectivity assessment. It highlights when to move beyond midpoint CETSA, especially for covalent mechanisms, mutant selectivity, and structurally diverse compounds, providing a practical decision framework for drug discovery.

How to Choose Filter Plates for Automated Cell-based Assays: Biological and Hardware Considerations 

Choosing the right filter plate starts with understanding your assay biology. What must happen at the membrane determines everything that follows. Choose filter plates according to membrane chemistry (binding vs non-binding) and the correct pore size for your target (cells, proteins, or small molecules). Finally, ensure plate architecture and automation compatibility support consistent flow, minimal crosstalk, and reproducible results at scale.

qPCR Troubleshooting: How to Diagnose and Fix Common Failures

qPCR Troubleshooting involves identifying and resolving common issues such as contamination, pipetting variability, reagent integrity, and reaction setup errors. This guide provides a clear framework to diagnose symptoms, optimize conditions systematically, and ensure reliable, reproducible qPCR results. It emphasizes the importance of proper primer handling, cycling conditions, and normalization for trustworthy data interpretation.


Microscopy & Imaging

Expansion Microscopy: Achieving Nanoscale Resolution Using Conventional Microscopes
Expansion Microscopy: Achieving Nanoscale Resolution Using Conventional Microscopes

Optical microscopy has always been restricted by the diffraction of light. Because conventional widefield and confocal microscopes cannot resolve structures substantially smaller than about 200nm laterally, they miss critical signaling compartments and nanoscopic organization. Newer super-resolution technologies, such as stimulated emission depletion (STED), structured illumination microscopy (SIM), and photoactivated localization microscopy (PALM), solve this problem…


DNA / RNA Manipulation & Analysis

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When Correlation Fails: Why Transcriptome–Methylome Integration Can Fail (and How to Fix It)

Transcriptome–Methylome Integration often fails due to structural issues rather than biological absence. Key challenges include over-aggregation of CpG sites, variance mismatches, asymmetric data preprocessing, and inappropriate statistical models. Proper region mapping, variance assessment, covariate alignment, and cohort size evaluation are essential to detect true regulatory relationships. Addressing these factors before complex modeling improves interpretation and avoids false conclusions about methylation-expression associations.


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