Home Failure Case Library Poor Ct reproducibility — high within-group variability
qPCR (RT-qPCR) severe

Poor Ct reproducibility — high within-group variability

Symptom
Technical replicates of the same sample have SD > 0.5 cycles; standard curve linearity is poor; loading order influences results.
Common Causes
  1. 1 Pipetting error (different volumes between wells)
  2. 2 Pipette out of calibration
  3. 3 Master mix not adequately mixed
  4. 4 Sample concentration uneven across wells
  5. 5 Evaporation or air bubbles distort signal
Solutions
  1. 1 Use a calibrated pipette and ideally a multichannel for replicates
  2. 2 Pipette carefully, avoid air bubbles, change tips between samples
  3. 3 Vortex master mix gently to mix; spin down before pipetting
  4. 4 Add samples in random rather than fixed order to detect position effects
  5. 5 Increase replicate count (≥ 3 technical) and seal plate properly to prevent evaporation
Related Video (4)
Thermo Fisher Scientific
How to Isolate RNA: Total RNA Extraction Protocol for qPCR
Bilibili (China-Accessible Mirrors) ★ 95
qPCR Sample Loading Technique Demonstration
"Directly addresses proper sample loading and pipetting technique, which is the root cause of poor Ct reproducibility due to volume variation between wells."
Bilibili (China-Accessible Mirrors) ★ 78
qPCR Principles, Experimental Workflow and Results Analysis
"Comprehensive qPCR protocol walkthrough including complete experimental workflow and results analysis, providing context for identifying and troubleshooting variability issues."
Thermo Fisher Scientific ★ 72
How to Optimize qPCR using SYBR Green Assays - Ask TaqMan #38
"Focuses on qPCR optimization and accuracy with SYBR Green assays, directly relevant to achieving reproducible Ct values and addressing within-group variability."
Source: xiaohongshu.com ↗
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