Real lab failures, root causes, and fixes — curated and bilingually annotated by our team.
Compensation beads show no or minimal fluorescent signal when stained with antibody, preventing creation of valid single-stain controls for compensation matrix calculation.
Compensation bead populations appear off-scale or saturate detectors, producing signals outside the linear detection range and preventing accurate compensation matrix calculation.
Tandem fluorophore compensation beads show spectral shift or altered emission profile over time, causing incorrect spillover calculation and poor compensation in acceptor channels.
Fixable viability dyes (LIVE/DEAD, Zombie dyes) show no signal on standard antibody-capture beads or produce inconsistent compensation when using stained cells, causing spillover errors into viability channels.
Compensation matrix fails to correctly remove spillover from biological samples despite proper bead staining, resulting in false-positive populations or residual spillover in multicolor panels.
Spectral unmixing (Cytek Aurora, Sony ID7000) produces residual spillover or negative populations despite using compensation beads, indicating unreliable full-spectrum reference signatures.
Compensation beads display weak fluorescence or show highly variable signal intensity between replicates, producing unreliable compensation controls and inconsistent spillover correction.
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