Failure Case Library

Real lab failures, root causes, and fixes — curated and bilingually annotated by our team.

All Techniques (8) Nucleic Acid Quantification (9) Lipid Transfection (8) End-point PCR Primers (9) Cell Culture (Contamination) (7) PCR (Sigma Guide) (12) Flow Cytometry (Controls) (8) PCR / qPCR Plastics (9) PCR (Invitrogen Guide) (8) Cell Culture (Precipitates) (6) Cell Culture (Cell Death) (8) ELISA (Sigma Guide) (6) PCR / RT-PCR Amplification Problems (5) Flow Cytometry (Paraformaldehyde Fixation) (14) Flow Cytometry (Sample Considerations) (14) ELISA (R&D Guide) (10) Western Blot Immunodetection (19) Flow Cytometry (CST Guide) (8) Immunohistochemistry (CST Guide) (14) Immunoprecipitation (CST Guide) (14) ChIP (CST Guide) (8) ELISA Development (9) Western Blot (Sigma Protocol) (8) IP-Western Blot (6) Western Blot (CST Guide) (8) Flow Cytometry (Fixation Buffers) (7) Flow Cytometry (Isotype Controls) (7) Flow Cytometry (Fixation & Permeabilization) (9) Flow Cytometry (Fc Blocking) (7) Flow Cytometry (Compensation) (7) Flow Cytometry (Autofluorescence) (7) Flow Cytometry (Troubleshooting) (8) Tissue Imaging (Autofluorescence) (9) ELISPOT (8) Immunoprecipitation (Protein Obstruction) (1) Immunoprecipitation (No Protein Detected) (5) Immunoprecipitation (High Background) (8) Immunoprecipitation (High Antibody Elution) (1) Immunohistochemistry (No Staining) (9) Immunohistochemistry (High Background) (9) ChIP (PCR Amplification Problems) (4) ChIP (Low Signal) (8) ChIP (Low Resolution with High Background) (6) ChIP (High Background) (1) Western Blot (Blue Background) (1) Western Blot (Unusual Gel Band Appearance) (3) Western Blot (Unexpected Multiple Bands) (7) Western Blot (Misshapen / Uneven Bands) (5) Western Blot (Bands at Wrong MW) (5) Western Blot (Detection Problems) (7) Western Blot (Weak / No Signal) (6) ELISA (Standard Curve Fit Problems) (6) ELISA (Inconsistent Results / High CV) (6) ELISA (High Background) (8) ELISA (Signal Problems) (11) ELISA (Competitive) (18) Cell-free DNA Extraction (8) Bacterial rRNA Depletion (4) RNA Depletion for RNA-seq (7) LAMP (Loop-mediated Isothermal Amplification) (7) HMW DNA Extraction (Monarch) (7) NGS Library Preparation (NEBNext Ultra II) (7) RNA Cleanup (4) DNA Cleanup & Plasmid Purification (7) PCR (Polymerase Chain Reaction) (26) Restriction Enzyme Digest (13) Western Blot (9) Immunohistochemistry (IHC) (6) Colony Formation Assay (10) Transwell Migration / Invasion Assay (5) qPCR (RT-qPCR) (5) Transfection (8) Plasmid Construction (1) Sanger Sequencing (2) Plasmid Mini-prep (1) Plasmid Construction (Double Digest) (1) Protein Extraction (4) Transfection (Co-transfection) (1) Transfection (siRNA Knockdown) (1) CCK-8 Cell Viability Assay (5) Wound Healing Assay (5)
Cell-free DNA Extraction severe

Low cfDNA Yield Due to Improper Reagent Handling

Cell-free DNA extraction yields are lower than expected. This may manifest as insufficient DNA concentration measured by fluorometry or qPCR, preventing downstream analysis.

💡 4 causes ✓ 4 fixes
Cell-free DNA Extraction severe

Low cfDNA Recovery from Inadequate Bead Dispensing

DNA yield is consistently lower than expected across multiple extractions. The binding capacity appears reduced, with proportionally less DNA recovered relative to input sample volume.

💡 4 causes ✓ 4 fixes
Cell-free DNA Extraction severe

Poor cfDNA Binding from Inadequate Incubation

Cell-free DNA yield is suboptimal despite proper bead addition and reagent preparation. A significant portion of DNA may remain unbound in the supernatant during the binding step.

💡 4 causes ✓ 4 fixes
Cell-free DNA Extraction severe

Yield or Quality Issues from Incorrect Bead Drying

DNA yield is lower than expected, or downstream applications show inhibition. Under-dried beads may carry over ethanol or contaminants, while over-dried beads result in poor DNA release during elution.

💡 4 causes ✓ 4 fixes
Cell-free DNA Extraction severe

Low cfDNA Recovery from Incomplete Elution

Final DNA concentration is lower than expected despite successful binding and washing. A significant portion of DNA remains bound to the beads after the elution step.

💡 4 causes ✓ 4 fixes
Cell-free DNA Extraction moderate

DNA Loss from Bead Removal During Supernatant Transfer

Variable or reduced cfDNA yields across samples. Beads may be visible in wash supernatants or final eluate, or yield decreases progressively through the protocol.

💡 4 causes ✓ 5 fixes
Cell-free DNA Extraction moderate

Inherently Low cfDNA Yield from Sample Limitations

Consistently low cfDNA yields despite optimized extraction protocol. This pattern may occur across specific sample types or patient cohorts, reflecting biological rather than technical causes.

💡 4 causes ✓ 5 fixes
Cell-free DNA Extraction moderate

Magnetic Bead Contamination in Final cfDNA Eluate

Visible brown particles or turbidity in the final DNA eluate. This may cause downstream assay interference, optical measurement errors, or sequencing library preparation issues.

💡 4 causes ✓ 5 fixes