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Immunology Bilibili (China-Accessible Mirrors)

FlowJo Data Analysis Software Operation

🚨 Failure Case Library (4) + Submit your own case

severe
Tandem dye degradation on compensation beads
Tandem fluorophore compensation beads show spectral shift or altered emission profile over time, causing incorrect spillover calculation and poor compensation in acceptor channels.
💡 4 · ✓ 5
severe
Rare Cell Population Incorrectly Gated or Missed
Target rare immune cell subsets (e.g., dendritic cells, innate lymphoid cells, hematopoietic progenitors) appear overestimated or masked by abundant terminally differentiated cells. Gating on single markers yields incorrect population percentages (e.g., 4.5% vs. true 1.2% DCs).
💡 4 · ✓ 4
severe
Incorrect Use of Isotype Controls for Gating Dim Markers
Gates set using isotype controls for dim or activation markers result in inaccurate population identification, with either false negatives (missed positive cells) or false positives.
💡 4 · ✓ 5
moderate
Autofluorescence Complicating Cell Population Gating Strategy
Difficult to establish clear gates between positive and negative populations. Autofluorescent cells appear in unexpected regions of scatter plots, creating ambiguous boundaries and potential misidentification of cell populations.
💡 4 · ✓ 5
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