Validation of HemoCue method and development of a revised hemoglobin cut-off to detect anemia in children aged 6-24-months.

IF 2.8 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
PLoS ONE Pub Date : 2026-10-16 eCollection Date: 2026-01-01 DOI:10.1371/journal.pone.0346506
Mustafa Mahfuz, Ar-Rafi Khan, S M Tafsir Hasan, Md Shabab Hossain, A H M Rezwan, Mehjabin Tishan Mahfuz, Md Ashraful Alam, Tahmeed Ahmed
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引用次数: 0

Abstract

Background: Accurate hemoglobin (Hb) measurement is essential for determining anemia prevalence at the population level. The HemoCue method, commonly used in resource poor settings, has been shown to overestimate Hb levels compared to the direct cyanmethemoglobin (DCM) method, leading to an underestimation of anemia. We aimed to validate the HemoCue method against the DCM method and establish an optimal cut-off value for diagnosing anemia in children under two.

Methods: Data were collected from children under two years of age as part of the Etiology, Risk Factors, and Interactions of Enteric Infections and Malnutrition and the Consequences for Child Health and Development study in Bangladesh, conducted in Mirpur, Dhaka, from February 2010 to February 2017. Using HemoCue 201 instrument and DCM method, Hb levels were measured in 846 venous blood samples collected from 589 children. Quadratic regression was explored to derive a correction factor; however, substantial dispersion in HemoCue measurements prevented establishment of a reliable correction model. Youden's Index was used to identify the optimal cut‑off. While it provided a strong threshold, we prioritized achieving at least 70% sensitivity and specificity to confirm balanced diagnostic performance.

Results: The median (IQR) Hb concentrations estimated by HemoCue and DCM were 11.6 (10.5, 12.5) g/dL and 10.8 (10.1, 11.5) g/dL, respectively. Using a cut-off of <10.5 g/dL for anemia, the prevalence was significantly higher with the DCM method (35.2% vs. 23.2%, p < 0.001). Considering DCM as the gold standard, the sensitivity and specificity of the HemoCue method were 93% and 53%, respectively. In the test/train analysis, the newly identified cut-off of 11.00 g/dL, indicated an anemia prevalence of 34.2% in the testing dataset, with a sensitivity of 84% and specificity of 69%.

Conclusion: This study highlights substantial variability between HemoCue and DCM hemoglobin measurements, which prevented development of a reliable correction factor. The proposed HemoCue cut-off of 11.0 g/dL may improve anemia detection in children under two years of age when compared with the currently recommended threshold.

HemoCue方法的验证和改进血红蛋白切断检测6-24月龄儿童贫血的发展
背景:准确的血红蛋白(Hb)测量对于确定人群水平的贫血患病率至关重要。HemoCue方法通常用于资源贫乏的环境,与直接氰化高铁血红蛋白(DCM)方法相比,已被证明高估了Hb水平,导致贫血的低估。我们旨在验证HemoCue方法与DCM方法的对比,并建立诊断2岁以下儿童贫血的最佳临界值。方法:作为2010年2月至2017年2月在达卡米尔普尔进行的孟加拉国肠道感染和营养不良的病因学、危险因素和相互作用以及儿童健康与发展后果研究的一部分,收集了两岁以下儿童的数据。采用HemoCue 201仪器和DCM法对589例儿童的846份静脉血进行Hb水平测定。利用二次回归法推导修正因子;然而,HemoCue测量中的大量色散妨碍了建立可靠的校正模型。使用约登指数来确定最佳截止点。虽然它提供了一个很强的阈值,但我们优先考虑达到至少70%的灵敏度和特异性,以确认平衡的诊断性能。结果:HemoCue和DCM估计的中位(IQR) Hb浓度分别为11.6 (10.5,12.5)g/dL和10.8 (10.1,11.5)g/dL。结论:本研究强调了HemoCue和DCM血红蛋白测量之间的实质性差异,这阻碍了可靠校正因子的发展。与目前推荐的阈值相比,提议的HemoCue临界值11.0 g/dL可能改善两岁以下儿童的贫血检测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
PLoS ONE
PLoS ONE 生物-生物学
CiteScore
6.20
自引率
5.40%
发文量
14242
审稿时长
3.7 months
期刊介绍: PLOS ONE is an international, peer-reviewed, open-access, online publication. PLOS ONE welcomes reports on primary research from any scientific discipline. It provides: * Open-access—freely accessible online, authors retain copyright * Fast publication times * Peer review by expert, practicing researchers * Post-publication tools to indicate quality and impact * Community-based dialogue on articles * Worldwide media coverage
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