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Technical vs. Biological Replicates: The Pseudo-replication Trap That Sinks Papers
An audit of 200 published animal studies found only 22% had replicated the right thing, and 46% counted repeated measurements of one biological unit as independent samples. That error, pseudoreplication, inflates your n, shrinks your error bars, and manufactures significance that won't replicate. Here's what separates technical vs biological replicates, why the mistake inflates false positives, and what actually counts as a biological replicate in cell culture.
Aug 107 min read


Scratch Assay Imaging Protocol: A Step-by-Step SOP for Analysis-Ready Wound Images
A no-fluff, step-by-step scratch assay imaging protocol for images your software can actually measure. Twenty-six numbered steps take you from pixel calibration and Köhler alignment, through Time 0 capture with locked exposure, to returning to identical fields at later time points. Includes an equipment table, an acceptance-criteria checklist to run before you analyze, and a troubleshooting table mapping every common symptom to the step that fixes it.
Aug 76 min read


Effect Size Explained: Reporting Cohen's d and Why p-Values Aren't Enough
Your p-value can confirm an effect is real and say nothing about whether it's big enough to matter. Effect size answers that second question, and for a two-group comparison Cohen's d is the standard measure: the mean difference divided by the pooled standard deviation. This guide covers how to calculate and report Cohen's d, why to report it alongside every p-value and confidence interval, and how to interpret it without leaning on the 0.2/0.5/0.8 benchmarks that often don't
Jul 278 min read


CytCut 3.5 Is Available Now: The Wound Healing Assay Tool You Asked For, Ready to Ship Today
You asked to get CytCut onto your bench now instead of waiting, so here it is. CytCut 3.5 is available for immediate order at $36, in 24- and 48-well, the same wound healing assay tool that turns minutes of pipette scratching into seconds of consistent, reproducible wounds. It's UV- and alcohol-sanitizable with a 3–6 month working life. The autoclavable CytCut 4.0 is still on track for end of September at $99 pre-order. Order 3.5 with code cytcut352673 for $15 off through Jul
Jul 105 min read


Mastering the Standard Curve: Step by Step Calculation for Concentration
Stop wasting hours on Excel regression formulas. This ultimate guide explains the science of standard curves, from serial dilution math to troubleshooting low R-squared values. Plus, discover how to automate your entire analysis workflow using the CLYTE Concentration Calculator for instant, error-free results.
Mar 94 min read


10 Best Online Biomedical Resources to Accelerate Your Research in 2026
Stop manually counting cells and formatting citations! Discover the top 10 online biomedical resources of 2026, featuring the CLYTE Soφ AI as your all-in-one lab partner, AlphaFold for structures, and Benchling for cloning. This guide covers the essential tools to modernize your lab workflow.
Mar 24 min read
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