Inappropriate Control Type Selected for Experiment

Symptom

Control used does not address the main source of background in the experiment, leading to incorrect gating and data interpretation. Results are inconsistent or unreliable despite using controls.

1. 1 Control type selected does not match the dominant background source (spillover vs. non-specific binding vs. biological variation)
2. 2 Single control type used when multiple sources of background are present
3. 3 Insufficient controls run during assay development to identify main background source
4. 4 Control strategy not optimized for the specific experiment type (single-colour vs. multicolour, stimulation assay, etc.)

1. 1 Run multiple control types (single-stain, FMO, isotype, biological) during assay development to identify main background source
2. 2 Select controls appropriate for the specific experiment type and panel complexity
3. 3 Use biological controls for stimulation assays where unstimulated samples best distinguish positive/negative expression
4. 4 Apply FMO controls in complex multicolour panels where spillover-induced background spread is significant
5. 5 Combine control strategies when multiple background sources contribute (e.g., compensation + FMO, or isotype + compensation)

Related Video (3)

BD Biosciences ★ 85

Flow Cytometry Compensation Tips and Tricks

"Directly addresses spillover compensation, a key control type for background issues in flow cytometry."

Cell Signaling Technology ★ 72

Tissue Controls & More for Immunohistochemistry | CST Tech Tips

"Explains choosing appropriate controls (positive, negative, isotype) to address non-specific binding and biological variation."

Bilibili (China-Accessible Mirrors) ★ 70

FlowJo Data Analysis Software Operation

"Demonstrates gating strategies, which are directly affected by inappropriate control selection and influence data interpretation."