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qPCR for Microbiological Contamination in Milk: Interpretation Challenges in Dairy Processing
qPCR microbiological contamination in milk testing presents unique interpretation challenges in dairy processing. Heat treatment, residual DNA, Ct values, and matrix effects can influence results. This article explains how dairy laboratories should evaluate detections in context before escalating decisions.
Mar 93 min read


ELISA Negative but qPCR Detected: Technical Interpretation of Conflicting Results in Food Laboratories
ELISA negative qPCR detected results are common in food laboratories due to differences in target detection, sensitivity, and matrix effects. Understanding whether DNA persistence, protein degradation, or analytical sensitivity is responsible is critical for structured and audit-defensible decision-making.
Feb 233 min read


qPCR Trend Analysis: Why Single Results Can Mislead Food Laboratories
Single qPCR results can mislead. This article explains how trend analysis helps food laboratories detect drift, strengthen control, and support audit-ready decision-making.
Feb 162 min read


Setting Action Limits and Decision Criteria in qPCR: Why “Detected” Alone Is Not a Decision
qPCR results need clear action limits to support confident decisions. This article explains why “Detected” alone is not enough and how food labs can define defensible qPCR decision criteria.
Feb 94 min read
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