Systematic screening for congenital erythrocyte disorders is not a common practice, due to a lack in the accuracy of the methods and to the costs of the analyses. As a consequence, the diagnosis is usually made when a severe complication occurs. This study introduces an innovative method to perform the screening of a hereditary disease characterized by erythrocyte membrane defects such as hereditary spherocytosis (HS) and hereditary elliptocytosis (HE). Blood samples from healthy donors and patients affected by HS and HE were processed by thermogravimetric analysis (TGA) and the resulting curves were analyzed by chemometrics in order to develop a model of prediction. A novel test was developed and validated by chemometrics and results were found to be in accordance with the genetic diagnosis, confirming the prediction ability of the optimized model that uses few microliters of whole non pretreated blood to perform the diagnosis of HS/HE in less than one hour.

Development of a novel test for the identification of hereditary erythrocyte membrane defects by TGA/Chemometrics / Materazzi, S.; Caprari, P.; Gullifa, G.; Massimi, S.; Carcassi, E.; Risoluti, R.. - In: ANALYST. - ISSN 0003-2654. - 145:13(2020), pp. 4452-4456. [10.1039/d0an00649a]

Development of a novel test for the identification of hereditary erythrocyte membrane defects by TGA/Chemometrics

Materazzi S.
Primo
;
Gullifa G.;Carcassi E.;Risoluti R.
Ultimo
2020

Abstract

Systematic screening for congenital erythrocyte disorders is not a common practice, due to a lack in the accuracy of the methods and to the costs of the analyses. As a consequence, the diagnosis is usually made when a severe complication occurs. This study introduces an innovative method to perform the screening of a hereditary disease characterized by erythrocyte membrane defects such as hereditary spherocytosis (HS) and hereditary elliptocytosis (HE). Blood samples from healthy donors and patients affected by HS and HE were processed by thermogravimetric analysis (TGA) and the resulting curves were analyzed by chemometrics in order to develop a model of prediction. A novel test was developed and validated by chemometrics and results were found to be in accordance with the genetic diagnosis, confirming the prediction ability of the optimized model that uses few microliters of whole non pretreated blood to perform the diagnosis of HS/HE in less than one hour.
2020
adolescent; adult; aged; blood chemical analysis; child; child, preschool; diagnosis, differential; discriminant analysis; elliptocytosis, hereditary; female; humans; infant; infant, newborn; least-squares analysis; male; middle aged; principal component analysis; spherocytosis, hereditary; thermogravimetry; young adult
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Development of a novel test for the identification of hereditary erythrocyte membrane defects by TGA/Chemometrics / Materazzi, S.; Caprari, P.; Gullifa, G.; Massimi, S.; Carcassi, E.; Risoluti, R.. - In: ANALYST. - ISSN 0003-2654. - 145:13(2020), pp. 4452-4456. [10.1039/d0an00649a]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1559260
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