Failure Case Library

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

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

Cell Surface Protein Internalization and Loss

Expected cell surface markers show weak or absent staining despite known expression in the cell type. Loss of fluorescence intensity occurs specifically for membrane proteins, while intracellular markers remain detectable.

💡 3 causes ✓ 3 fixes
Flow Cytometry (Troubleshooting) severe

High Background and Non-Specific Cell Staining

Flow cytometry data shows elevated background fluorescence with poor separation between positive and negative populations. Non-specific staining creates high-intensity fluorescence across all cells, obscuring true positive signals and making gating difficult.

💡 6 causes ✓ 6 fixes
Flow Cytometry (Troubleshooting) moderate

High Side Scatter Background from Small Particles

Flow cytometry SSC channel shows elevated background noise from small particles and debris. Event plots display excessive scatter in low SSC/FSC regions, indicating presence of cell fragments or contaminants.

💡 3 causes ✓ 3 fixes
Flow Cytometry (Troubleshooting) minor

Excessively High Event Rate During Acquisition

Flow cytometer records excessive events per second (>10,000/sec), leading to coincidence errors where multiple cells pass through the laser simultaneously. Data shows abnormal event clustering and unreliable fluorescence measurements.

💡 2 causes ✓ 2 fixes
Flow Cytometry (Troubleshooting) severe

Incorrect Fluorescence Compensation and Spectral Overlap

Flow cytometry multicolor panels show false-positive signals in channels not expected to be positive. Positive populations appear in multiple fluorescence channels due to spectral overlap between fluorochromes, making accurate population identification impossible.

💡 3 causes ✓ 3 fixes
Flow Cytometry (Troubleshooting) moderate

Multiple Cell Populations When Expecting Single Population

Flow cytometry plots display two or more distinct cell populations where only one homogeneous population was expected. A second population often appears at approximately twice the fluorescence intensity of the primary population.

💡 3 causes ✓ 3 fixes
Flow Cytometry (Troubleshooting) moderate

Low Event Rate During Acquisition

Flow cytometer records very few events per second during sample acquisition, requiring extended run times to collect sufficient data. Analysis shows inadequate cell counts for statistically meaningful conclusions.

💡 3 causes ✓ 3 fixes
Flow Cytometry (Troubleshooting) severe

No Signal or Weak Fluorescence Intensity Detected

Flow cytometry analysis shows absent or extremely weak fluorescent signal from labeled cells, making it impossible to distinguish positive populations from negative controls. Expected fluorescence peaks are not visible or barely detectable above background.

💡 6 causes ✓ 6 fixes