Red blood cell dynamics for administering treatment for iron-deficiency anemia
Methods for identifying patients with anemia, distinguishing thalassemia-trait anemia from iron-deficiency anemia, and identifying pre-anemic patients several weeks before anemia becomes clinically detectable. Also, methods for detecting blood doping in athletes and for optimizing therapy with erythropoiesis stimulating agents or iron supplementation. Computer-readable storage devices and systems, e.g., for use in the described methods.
1. A method comprising:
measuring, using a hemanalyzer, a complete blood count (CBC) of a sample of red blood cells from a subject, a volume and a hemoglobin content of each red blood cell in the sample, and a mean corpuscular hemoglobin concentration (MCHC) of a population of the red blood cells of the sample;
identifying that the subject does not have iron deficiency anemia (IDA) based on the CBC;
transforming, using a suitably programmed computing device, the volume and the hemoglobin content of each red blood cell into an index by projecting the volume and the hemoglobin content of each red blood cell onto an MCHC line defined by the MCHC;
determining, using the computing device, a sample percentage of the red blood cells is above a reference percentage, wherein, in a portion of the red blood cells corresponding to the sample percentage, the index of each red blood cell falls below a threshold location on the MCHC line, the threshold location corresponding to a percentage of a mean of the indexes of the red blood cells; and
administering treatment for IDA to the subject who does not have IDA based on determining that the sample percentage is above the reference percentage.
2. The method of claim 1 , wherein the threshold location corresponds to 70%, 75%, 80%, 85%, 90%, or 95% of the mean of the indexes.
3. The method of claim 1 , wherein the reference percentage is about 10%, 11%, 12%, 13%, 14%, or 15%.
4. The method of claim 1 , wherein the sample comprises whole blood from the subject.
5. The method of claim 1 , wherein projecting the volume and the hemoglobin content of each red blood cell onto the MCHC line comprises performing a projection operation defined by
u
=
v
·
cos
θ
-
h
·
sin
θ
θ
=
-
tan
-
1
(
h
_
v
_
)
for each red blood cell, wherein v is a mean cell volume measured in the CBC, h is a mean cell hemoglobin content measured in the CBC, v is a volume of a red blood cell, h is a hemoglobin content of the red blood cell, and u is an index of a projection of the red blood cell onto the MCHC line.