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qPCR Principles, Experimental Workflow and Results Analysis

🚨 Failure Case Library (18) + Submit your own case

critical
No amplification — Ct value missing or > 40
Amplification plot is flat for both target and reference; software reports "no Ct" or Ct > 40 even for positive controls.
💡 5 · ✓ 5
critical
High Signal in All Samples Including No Template Control
PCR amplification occurs in all samples including no template controls (NTC), producing Ct values or visible bands in negative controls. This indicates systemic contamination rather than specific ChIP enrichment.
💡 4 · ✓ 5
critical
False Positive PCR Results from DNA Contamination
No-template controls (NTC) or negative controls show unexpected amplification. Particularly problematic in sensitive applications like human identification qPCR where trace DNA contamination produces false positives.
💡 3 · ✓ 3
severe
Low Fluorescence Due to Inadequate Probe Labeling or Quenching
Low or absent fluorescence in both test sample and positive control; correct PCR product is visible on gel; one probe in multiplex shows consistently high background with no amplification signal; background fluorescence equivalent to water control
💡 5 · ✓ 6
severe
Poor Ct reproducibility — high within-group variability
Technical replicates of the same sample have SD > 0.5 cycles; standard curve linearity is poor; loading order influences results.
💡 5 · ✓ 5
severe
Reference gene is unstable — normalization fails
Reference gene Ct varies > 1 cycle between samples; trend of reference vs target gene disagrees; normalization gives strange results.
💡 4 · ✓ 4
severe
Insensitive Assay with Abnormal Amplification Due to Probe Secondary Structure
Assay is insensitive and amplification plots look abnormal with pronounced drift of the baseline; fluorescence signals are weak or irregular
💡 3 · ✓ 4
severe
PCR Sample Evaporation and Loss During Cycling
Visible reduction in reaction volume after thermal cycling, with condensation on tube caps or film. May result in concentrated reagents, failed reactions, or inability to recover product.
💡 3 · ✓ 3
severe
PCR ReadyMix Works for PCR but Fails in qPCR
ReadyMix produces amplification in standard PCR but completely fails in real-time qPCR applications; equivalent products from other suppliers work well
💡 3 · ✓ 3
severe
Abnormal melt curve (multiple peaks or shoulder)
Melt curve shows multiple peaks or a shoulder, Tm does not match expectation, gel shows multiple bands.
💡 5 · ✓ 5
moderate
Atypical amplification curves (not the canonical S-shape)
Curves cross threshold but are not the canonical sigmoidal shape — may have weird plateaus, early plateaus, or noisy baselines.
💡 5 · ✓ 5
moderate
Variable qPCR Data Across Wells
Quantitative PCR shows inconsistent Cq values or fluorescence intensities between technical replicates in different wells, despite identical reaction setup. Well-to-well variability exceeds acceptable coefficient of variation.
💡 2 · ✓ 2
moderate
Abnormal Amplification Plots Due to Excessive Template Concentration
Very low Cq values for concentrated samples; amplification plots are not regularly spaced and appear abnormal; background fluorescence is significantly higher; minimal fluorescence yield through the reaction
💡 3 · ✓ 4
moderate
Amplification Plots Dip Below Zero Due to Incorrect Baseline Settings
Amplification plots are clearly abnormal with sections dipping below zero dR; data cannot be used as presented; plots appear distorted
💡 3 · ✓ 4
moderate
Incorrect Reaction Efficiency Due to Oligo Binding to Non-Molecular Biology Tubes
Variable and incorrect standard curve efficiency when using serial dilutions; effect more pronounced when same dilution series stored at 4°C and reused; inconsistent differences between amplification plots; problem resolves when different operator uses different tubes
💡 4 · ✓ 5
moderate
Low qPCR Fluorescence Signal from Optical Issues
Quantitative PCR shows weak fluorescence signal across all wells, making accurate quantification difficult. Signal intensity is lower than expected despite adequate template and reagent quality.
💡 2 · ✓ 2
moderate
Primer Dimer Formation at Low Template Concentrations
Low concentration data points do not fit linear standard curve profile; NTC shows amplification with lower Tm and broader melt peak than positive samples; primer dimers visible on gel, inversely proportional to template concentration
💡 4 · ✓ 5
moderate
Irregular Standard Curve Spacing Due to Sample Inhibitors
Cq data for standard curve dilutions are irregularly spaced; ΔCq between dilutions is inconsistent and decreases with increasing dilutions; replicates are precise but pattern is abnormal
💡 3 · ✓ 5
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