Home Failure Case Library Reference gene is unstable — normalization fails
qPCR (RT-qPCR) severe

Reference gene is unstable — normalization fails

Symptom
Reference gene Ct varies > 1 cycle between samples; trend of reference vs target gene disagrees; normalization gives strange results.
Common Causes
  1. 1 Reference gene is affected by the experimental treatment (no longer "housekeeping" under this condition)
  2. 2 Reference gene varies between sample types / tissues
  3. 3 Wrong choice of reference gene for this biological context
  4. 4 Reference primer amplification efficiency differs from target
Solutions
  1. 1 Test multiple candidate reference genes (GAPDH, β-actin, 18S, HPRT1, RPL13A) and pick the stable one(s)
  2. 2 Use the geometric mean of 2 – 3 reference genes
  3. 3 Validate stability with geNorm / NormFinder / BestKeeper software
  4. 4 Confirm primer efficiency (90 – 110 %, R² > 0.99) for both target and reference
Related Video (3)
Thermo Fisher Scientific
How to Isolate RNA: Total RNA Extraction Protocol for qPCR
Bilibili (China-Accessible Mirrors) ★ 78
qPCR Principles, Experimental Workflow and Results Analysis
"Comprehensive qPCR workflow and data interpretation directly addresses how to validate reference gene stability and detect normalization failures during results analysis"
YouTube (Curated Tutorials) ★ 72
The Features Of A Good qPCR Primer Pair
"Tutorial on qPCR primer pair selection criteria helps researchers understand reference gene requirements and how to identify primers suitable for stable housekeeping genes"
Source: xiaohongshu.com ↗
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