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Using noninvasive hemoglobin measurements to estimate measured hemoglobin in a pediatric hemodialysis unit
Author(s) -
Stavinoha Amanda,
Modem Vinai,
Quigley Raymond
Publication year - 2013
Publication title -
hemodialysis international
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.658
H-Index - 47
eISSN - 1542-4758
pISSN - 1492-7535
DOI - 10.1111/hdi.12082
Subject(s) - medicine , hemodialysis , hematocrit , hemoglobin , bland–altman plot , linear regression , limits of agreement , correlation coefficient , population , dialysis , kt/v , nuclear medicine , cardiology , urology , statistics , mathematics , environmental health
Maintaining a dialysis patient's hemoglobin ( H gb) within a very narrow range can be challenging. Relying on Hgb measurements only once or twice a month can cause large fluctuations in their measurements. Utilizing the H gb measurement from noninvasive modalities has been studied in adult populations. Our study focused on a pediatric hemodialysis population where blood volumes are much smaller to see if these measurements would adequately work for adjusting erythropoietin dosages. We reviewed our patients' data over a 6‐month time period and collected simultaneous measurements of H gb performed in the laboratory, as well as the initial Crit‐Line measurement. We then analyzed the correlation of the two estimates of the patient's Hgb using linear regression as well as Bland‐Altman plot and ROCs . There were 407 simultaneous measurements of H gb in our 32 pediatric hemodialysis patients during this time. Linear regression showed good correlation with an R value of 0.85 (P value < 0.0001). The B land‐ A ltman plot showed excellent agreement between the two methods. The ROC analysis showed that the performance of the noninvasive H gb measurement was very good at predicting low measurements. Predicting H gb less than 10 g/dL had an area under the curve of 0.94. Predicting H gb greater than 12 g/dL had an area under the curve of 0.91. There were 100 simultaneous measurements of hematocrit. The analysis revealed similar results as the hemoglobin. Noninvasive in‐line monitoring of H gb can be a very useful way of assessing the patient's response to erythropoietin on a day‐to‐day time frame. Utilizing this methodology should help reduce the variability in the pediatric patients' H gb measurements.