INTERNATIONAL JOURNAL OF RESEARCH AND INNOVATION IN SOCIAL SCIENCE (IJRISS)
ISSN No. 2454-6186 | DOI: 10.47772/IJRISS | Volume IX Issue XI November 2025
DISCUSSION
The primary finding of this study is the statistically and clinically significant superiority of the EuroFlow
protocol in terms of diagnostic accuracy and concordance. Achieving a 100% accuracy and perfect Kappa
agreement (kappa=1.000) with the gold standard reference protocol positions EuroFlow as the unequivocally
reliable method for MRD detection in this cohort.
The observed decline in the conventional protocol's accuracy in specific age and sex subgroups (e.g., 83.3% in
females 11-15 years) is critical, as it indicates a propensity for generating false negative results. In ALL
monitoring, a false negative result carries a high clinical risk, potentially leading to treatment errors and relapse.
The technical advantages of EuroFlow, such as the Bulklysis technique and the standardized gating strategies,
are likely responsible for its enhanced ability to reliably detect low-frequency MRD cells across all demographic
variations.
While the quantitative results showed no statistically significant difference in the percentage of blasts detected
(p>0.05), the qualitative difference in diagnostic accuracy is paramount. The study validates the international
push for standardization in flow cytometry. The adoption of the EuroFlow protocol can significantly minimize
technical noise and maximize the clinical utility of MRD results, leading to improved, evidence-based clinical
decision-making.
CONCLUSIONS
1. The overall prevalence of Minimal Residual Disease (≥ 0.01%) in the studied pediatric B-ALL cohort was
35.5%, with a slight predominance in the female and older pediatric (11–15 years) subgroups.
2. Quantitatively, the EuroFlow and conventional protocols showed equivalent mean percentages of
pathological B-lymphoblasts, but only EuroFlow achieved a statistically perfect diagnostic concordance.
3. The EuroFlow protocol demonstrated 100% accuracy and 100% precision across all age and sex strata,
confirming its superior reliability.
4. The conventional protocol showed a notable decrease in accuracy (as low as 83.3%) due to false negative
results, establishing EuroFlow as the technically superior and clinically more reliable protocol for MRD
detection in the B-cell ALL population.
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