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Real-Time qPCR: Design, Optimisation & Data Analysis – Research Blog

Real-Time qPCR: Design, Optimisation & Data Analysis

Step-by-step guidance on designing robust qPCR assays, selecting reference genes, and applying the ??Ct method for reliable quantification.


Overview

Quantitative PCR (qPCR) measures DNA/RNA abundance in real time using fluorescent reporters such as SYBR Green or TaqMan probes.

Primer Design Rules

  • Amplicon size: for efficient amplification.
  • GC content: .
  • Melting temperature (Tm):
  • Avoid runs of >4 identical nucleotides and self-complementarity.

Reference Gene Selection

Choose two or more stable reference genes validated in your experimental system. Common choices include GAPDH, ?-actin, 18S rRNA, and HPRT1. Use geNorm or NormFinder to assess stability.

The ??Ct Method

?Ct(sample)    = Ct(gene of interest) ? Ct(reference gene)
??Ct           = ?Ct(treated) ? ?Ct(control)
Fold change    = 2^(???Ct)

Assumption: The PCR efficiency of the target and reference amplicons must be equal (~100 %).

Troubleshooting Common Issues

  • High Ct values
  • Non-specific amplification
  • Poor reproducibility
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