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) ★ 92
qPCR Sample Loading Technique Demonstration
"Directly addresses proper sample loading and pipetting technique, which is the root cause of the high within-group variability and Ct reproducibility failure."
Bilibili (China-Accessible Mirrors) ★ 78
qPCR Principles, Experimental Workflow and Results Analysis
"Comprehensive qPCR protocol walkthrough including experimental setup and data interpretation that contextualizes where pipetting errors manifest as poor reproducibility and standard curve linearity is"
Thermo Fisher Scientific ★ 72
How to Optimize qPCR using SYBR Green Assays - Ask TaqMan #38
"Covers qPCR optimization and troubleshooting of SYBR Green assays, including factors affecting result accuracy that relate to technical variability and reproducibility."
Source: xiaohongshu.com ↗
← Back to all cases